diff --git a/extras/conda-linux-64.lock b/extras/conda-linux-64.lock
index 21c51d4a..ed789d27 100644
--- a/extras/conda-linux-64.lock
+++ b/extras/conda-linux-64.lock
@@ -1,164 +1,171 @@
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+https://conda.anaconda.org/conda-forge/noarch/iniconfig-1.1.1-pyh9f0ad1d_0.tar.bz2#39161f81cc5e5ca45b8226fbb06c6905
+https://conda.anaconda.org/conda-forge/noarch/plotly-5.8.0-pyhd8ed1ab_0.tar.bz2#a90144286004fa7643d01b370bb82178
+# pip commonmark @ https://files.pythonhosted.org/packages/b1/92/dfd892312d822f36c55366118b95d914e5f16de11044a27cf10a7d71bbbf/commonmark-0.9.1-py2.py3-none-any.whl#md5=None
+# pip chardet @ https://files.pythonhosted.org/packages/19/c7/fa589626997dd07bd87d9269342ccb74b1720384a4d739a1872bd84fbe68/chardet-4.0.0-py2.py3-none-any.whl#md5=None
+# pip rich @ https://files.pythonhosted.org/packages/05/c0/844c879d659e15c4b1fbe8be89b25de7cf9b0d5e8485aadfe83ae6e7286a/rich-12.4.1-py3-none-any.whl#md5=None
+# pip pygount @ https://files.pythonhosted.org/packages/9c/6f/2ca22accdb589e4ea199bd34a0d1ee0581ab02f54c6a53300ac5589e7153/pygount-1.4.0-py3-none-any.whl#md5=None
diff --git a/extras/conda-osx-64.lock b/extras/conda-osx-64.lock
index ee826ab0..819c9bb2 100644
--- a/extras/conda-osx-64.lock
+++ b/extras/conda-osx-64.lock
@@ -1,149 +1,155 @@
 # Generated by conda-lock.
 # platform: osx-64
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+# input_hash: 93064c5db44024bca590d7242a10bba619a22e44fa1b559c8b7efb3961a27c40
 @EXPLICIT
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+https://conda.anaconda.org/conda-forge/noarch/plotly-5.8.0-pyhd8ed1ab_0.tar.bz2#a90144286004fa7643d01b370bb82178
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-https://conda.anaconda.org/conda-forge/noarch/notebook-6.4.10-pyha770c72_0.tar.bz2#7221a3cbd39e1a3101559e4508e54eae
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+https://conda.anaconda.org/conda-forge/noarch/nbconvert-6.5.0-pyhd8ed1ab_0.tar.bz2#156c180588e38b9f41758058824ec50f
+https://conda.anaconda.org/conda-forge/osx-64/llvm-openmp-14.0.3-ha654fa7_0.tar.bz2#321df8a58df1427266e9f9c18af3f7f5
+https://conda.anaconda.org/conda-forge/osx-64/zlib-1.2.11-h6c3fc93_1014.tar.bz2#98b82f6a8de694bc6259f2d1a69bc02b
+https://conda.anaconda.org/conda-forge/osx-64/libsodium-1.0.18-hbcb3906_1.tar.bz2#24632c09ed931af617fe6d5292919cab
+# pip commonmark @ https://files.pythonhosted.org/packages/b1/92/dfd892312d822f36c55366118b95d914e5f16de11044a27cf10a7d71bbbf/commonmark-0.9.1-py2.py3-none-any.whl#md5=None
+# pip chardet @ https://files.pythonhosted.org/packages/19/c7/fa589626997dd07bd87d9269342ccb74b1720384a4d739a1872bd84fbe68/chardet-4.0.0-py2.py3-none-any.whl#md5=None
+# pip rich @ https://files.pythonhosted.org/packages/05/c0/844c879d659e15c4b1fbe8be89b25de7cf9b0d5e8485aadfe83ae6e7286a/rich-12.4.1-py3-none-any.whl#md5=None
+# pip pygount @ https://files.pythonhosted.org/packages/9c/6f/2ca22accdb589e4ea199bd34a0d1ee0581ab02f54c6a53300ac5589e7153/pygount-1.4.0-py3-none-any.whl#md5=None
diff --git a/extras/conda-win-64.lock b/extras/conda-win-64.lock
index 5398d661..3cc9f011 100644
--- a/extras/conda-win-64.lock
+++ b/extras/conda-win-64.lock
@@ -1,155 +1,161 @@
 # Generated by conda-lock.
 # platform: win-64
-# input_hash: b818ec1f8e3f6ce92ca85ef85e7c4f6860f68792dcbbd22df840d1a56afb631d
+# input_hash: 69e7707c945ae5ae4daa695810b42d267043283b7a9760c9b2d80e22ee74fa4d
 @EXPLICIT
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-https://conda.anaconda.org/conda-forge/noarch/pandocfilters-1.5.0-pyhd8ed1ab_0.tar.bz2#457c2c8c08e54905d6954e79cb5b5db9
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-https://conda.anaconda.org/conda-forge/noarch/requests-2.27.1-pyhd8ed1ab_0.tar.bz2#7c1c427246b057b8fa97200ecdb2ed62
-https://conda.anaconda.org/conda-forge/win-64/python-3.9.12-h9a09f29_1_cpython.tar.bz2#b2c50dfbf6e52ff1e4f4ddf4ae0f4c38
-https://conda.anaconda.org/conda-forge/win-64/tk-8.6.12-h8ffe710_0.tar.bz2#c69a5047cc9291ae40afd4a1ad6f0c0f
-https://conda.anaconda.org/conda-forge/noarch/patsy-0.5.2-pyhd8ed1ab_0.tar.bz2#2e4e8be763551f60bbfcc22b650e5d49
-https://conda.anaconda.org/conda-forge/noarch/jupyter_contrib_core-0.3.3-py_2.tar.bz2#4704781b0a914d67e4ae8e9f9f5c37a0
-https://conda.anaconda.org/conda-forge/win-64/libblas-3.9.0-14_win64_mkl.tar.bz2#5166ac76c8e0607a2977cf3331ed37a9
-https://conda.anaconda.org/conda-forge/win-64/markupsafe-2.1.1-py39hb82d6ee_1.tar.bz2#119fcbf11662ac0b8b4d4fcfa52e49e2
-https://conda.anaconda.org/conda-forge/noarch/pyparsing-3.0.7-pyhd8ed1ab_0.tar.bz2#727e2216d9c47455d8ddc060eb2caad9
+https://conda.anaconda.org/conda-forge/win-64/ipython-8.3.0-py39hcbf5309_0.tar.bz2#a1bb7357d68b9cdf9ac32bc32058d305
+https://conda.anaconda.org/conda-forge/noarch/nbclient-0.6.3-pyhd8ed1ab_0.tar.bz2#d9fd2a7bc1b4cabf52f114f9602e5b0a
 https://conda.anaconda.org/conda-forge/win-64/vc-14.2-hb210afc_6.tar.bz2#c2aecbc9b00ba6f352e27d3d61fd31fb
-https://conda.anaconda.org/conda-forge/noarch/jupyterlab_pygments-0.1.2-pyh9f0ad1d_0.tar.bz2#2cbd910890bb328e8959246a1e16fac7
-https://conda.anaconda.org/conda-forge/noarch/stack_data-0.2.0-pyhd8ed1ab_0.tar.bz2#8c0ce3e6bf18a0c810125aef58a2a6f3
-https://conda.anaconda.org/conda-forge/win-64/vs2015_runtime-14.29.30037-h902a5da_6.tar.bz2#33d07ebe91062743eabc9e53a60d18e1
-https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-2.0.12-pyhd8ed1ab_0.tar.bz2#1f5b32dabae0f1893ae3283dac7f799e
-https://conda.anaconda.org/conda-forge/win-64/zlib-1.2.11-h8ffe710_1014.tar.bz2#8f3f8b243814bddb2898c314ed024e03
-https://conda.anaconda.org/conda-forge/noarch/nbconvert-core-6.4.5-pyhd8ed1ab_2.tar.bz2#b9bda22f3d1020336202f0583bb2b390
-https://conda.anaconda.org/conda-forge/noarch/prompt-toolkit-3.0.29-pyha770c72_0.tar.bz2#9e720b57b22ef3032b4fb081697819dd
-https://conda.anaconda.org/conda-forge/win-64/ucrt-10.0.20348.0-h57928b3_0.tar.bz2#6d666b6ea8251231ff508062d1e41f9c
-https://conda.anaconda.org/conda-forge/win-64/lxml-4.8.0-py39hb82d6ee_1.tar.bz2#f44028c703170a4109349ff652295a18
-https://conda.anaconda.org/conda-forge/noarch/nbclient-0.5.13-pyhd8ed1ab_0.tar.bz2#3edde88a191701cf052216c4ba353a83
-https://conda.anaconda.org/conda-forge/noarch/python-fastjsonschema-2.15.3-pyhd8ed1ab_0.tar.bz2#fae309d1cc996da1f63de9d321e65e27
-https://conda.anaconda.org/conda-forge/win-64/kaleido-core-0.2.1-h8ffe710_0.tar.bz2#5560866c833380a3b0c3a30f3888d5a5
-https://conda.anaconda.org/conda-forge/noarch/pytz-2022.1-pyhd8ed1ab_0.tar.bz2#b87d66d6d3991d988fb31510c95a9267
-https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2#e5f25f8dbc060e9a8d912e432202afc2
-https://conda.anaconda.org/conda-forge/noarch/pyopenssl-22.0.0-pyhd8ed1ab_0.tar.bz2#1d7e241dfaf5475e893d4b824bb71b44
-https://conda.anaconda.org/conda-forge/win-64/certifi-2021.10.8-py39hcbf5309_2.tar.bz2#07c102bffc4d29190588053929fa005e
-https://conda.anaconda.org/conda-forge/win-64/debugpy-1.5.1-py39h415ef7b_0.tar.bz2#689c1a89cec15d1e0beb143d34b6f73f
-https://conda.anaconda.org/conda-forge/win-64/yaml-0.2.5-h8ffe710_2.tar.bz2#adbfb9f45d1004a26763652246a33764
-https://conda.anaconda.org/conda-forge/win-64/winpty-0.4.3-4.tar.bz2#1cee351bf20b830d991dbe0bc8cd7dfe
-https://conda.anaconda.org/conda-forge/noarch/argon2-cffi-21.3.0-pyhd8ed1ab_0.tar.bz2#a0b402db58f73aaab8ee0ca1025a362e
-https://conda.anaconda.org/conda-forge/noarch/soupsieve-2.3.1-pyhd8ed1ab_0.tar.bz2#d821b295c4bd18ad27e1e19543a5784a
+# pip commonmark @ https://files.pythonhosted.org/packages/b1/92/dfd892312d822f36c55366118b95d914e5f16de11044a27cf10a7d71bbbf/commonmark-0.9.1-py2.py3-none-any.whl#md5=None
+# pip chardet @ https://files.pythonhosted.org/packages/19/c7/fa589626997dd07bd87d9269342ccb74b1720384a4d739a1872bd84fbe68/chardet-4.0.0-py2.py3-none-any.whl#md5=None
+# pip rich @ https://files.pythonhosted.org/packages/05/c0/844c879d659e15c4b1fbe8be89b25de7cf9b0d5e8485aadfe83ae6e7286a/rich-12.4.1-py3-none-any.whl#md5=None
+# pip pygount @ https://files.pythonhosted.org/packages/9c/6f/2ca22accdb589e4ea199bd34a0d1ee0581ab02f54c6a53300ac5589e7153/pygount-1.4.0-py3-none-any.whl#md5=None
diff --git a/extras/environment.yml b/extras/environment.yml
index ca216870..3081dcc7 100644
--- a/extras/environment.yml
+++ b/extras/environment.yml
@@ -17,6 +17,9 @@ dependencies:
   - ipytest=0.12.*
   - pandas=1.*.*
   - plotly=5.*.*
+  - pip
+  - pip:
+      - pygount~=1.4.0
   - statsmodels=0.*.*
   # https://plotly.com/python/static-image-export/
   - python-kaleido
diff --git a/extras/pandas_crash_course.ipynb b/extras/pandas_crash_course.ipynb
index a299dbf9..e33d9743 100644
--- a/extras/pandas_crash_course.ipynb
+++ b/extras/pandas_crash_course.ipynb
@@ -209,10 +209,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:03.634740Z",
-     "iopub.status.busy": "2022-04-07T22:14:03.634459Z",
-     "iopub.status.idle": "2022-04-07T22:14:03.638998Z",
-     "shell.execute_reply": "2022-04-07T22:14:03.638340Z"
+     "iopub.execute_input": "2022-05-15T02:46:20.233934Z",
+     "iopub.status.busy": "2022-05-15T02:46:20.233501Z",
+     "iopub.status.idle": "2022-05-15T02:46:20.238795Z",
+     "shell.execute_reply": "2022-05-15T02:46:20.238084Z"
     },
     "slideshow": {
      "slide_type": "skip"
@@ -309,10 +309,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:03.642983Z",
-     "iopub.status.busy": "2022-04-07T22:14:03.642763Z",
-     "iopub.status.idle": "2022-04-07T22:14:04.145127Z",
-     "shell.execute_reply": "2022-04-07T22:14:04.144461Z"
+     "iopub.execute_input": "2022-05-15T02:46:20.242970Z",
+     "iopub.status.busy": "2022-05-15T02:46:20.242634Z",
+     "iopub.status.idle": "2022-05-15T02:46:28.065318Z",
+     "shell.execute_reply": "2022-05-15T02:46:28.064177Z"
     }
    },
    "outputs": [],
@@ -325,10 +325,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:04.148473Z",
-     "iopub.status.busy": "2022-04-07T22:14:04.148249Z",
-     "iopub.status.idle": "2022-04-07T22:14:04.151825Z",
-     "shell.execute_reply": "2022-04-07T22:14:04.151141Z"
+     "iopub.execute_input": "2022-05-15T02:46:28.069487Z",
+     "iopub.status.busy": "2022-05-15T02:46:28.069084Z",
+     "iopub.status.idle": "2022-05-15T02:46:28.072846Z",
+     "shell.execute_reply": "2022-05-15T02:46:28.072194Z"
     },
     "slideshow": {
      "slide_type": "skip"
@@ -355,10 +355,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:04.155438Z",
-     "iopub.status.busy": "2022-04-07T22:14:04.155170Z",
-     "iopub.status.idle": "2022-04-07T22:14:04.420777Z",
-     "shell.execute_reply": "2022-04-07T22:14:04.420262Z"
+     "iopub.execute_input": "2022-05-15T02:46:28.076099Z",
+     "iopub.status.busy": "2022-05-15T02:46:28.075736Z",
+     "iopub.status.idle": "2022-05-15T02:46:28.434952Z",
+     "shell.execute_reply": "2022-05-15T02:46:28.434237Z"
     }
    },
    "outputs": [
@@ -600,10 +600,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:04.448264Z",
-     "iopub.status.busy": "2022-04-07T22:14:04.448051Z",
-     "iopub.status.idle": "2022-04-07T22:14:04.457551Z",
-     "shell.execute_reply": "2022-04-07T22:14:04.457098Z"
+     "iopub.execute_input": "2022-05-15T02:46:28.461185Z",
+     "iopub.status.busy": "2022-05-15T02:46:28.460866Z",
+     "iopub.status.idle": "2022-05-15T02:46:28.470837Z",
+     "shell.execute_reply": "2022-05-15T02:46:28.470299Z"
     },
     "slideshow": {
      "slide_type": "fragment"
@@ -825,10 +825,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:04.460859Z",
-     "iopub.status.busy": "2022-04-07T22:14:04.460590Z",
-     "iopub.status.idle": "2022-04-07T22:14:04.463450Z",
-     "shell.execute_reply": "2022-04-07T22:14:04.463009Z"
+     "iopub.execute_input": "2022-05-15T02:46:28.473556Z",
+     "iopub.status.busy": "2022-05-15T02:46:28.473314Z",
+     "iopub.status.idle": "2022-05-15T02:46:28.475851Z",
+     "shell.execute_reply": "2022-05-15T02:46:28.475397Z"
     },
     "slideshow": {
      "slide_type": "skip"
@@ -855,10 +855,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:04.465853Z",
-     "iopub.status.busy": "2022-04-07T22:14:04.465687Z",
-     "iopub.status.idle": "2022-04-07T22:14:04.474140Z",
-     "shell.execute_reply": "2022-04-07T22:14:04.473712Z"
+     "iopub.execute_input": "2022-05-15T02:46:28.478546Z",
+     "iopub.status.busy": "2022-05-15T02:46:28.478202Z",
+     "iopub.status.idle": "2022-05-15T02:46:28.486864Z",
+     "shell.execute_reply": "2022-05-15T02:46:28.486368Z"
     },
     "slideshow": {
      "slide_type": "fragment"
@@ -1008,10 +1008,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:04.476675Z",
-     "iopub.status.busy": "2022-04-07T22:14:04.476490Z",
-     "iopub.status.idle": "2022-04-07T22:14:04.483482Z",
-     "shell.execute_reply": "2022-04-07T22:14:04.483093Z"
+     "iopub.execute_input": "2022-05-15T02:46:28.489592Z",
+     "iopub.status.busy": "2022-05-15T02:46:28.489347Z",
+     "iopub.status.idle": "2022-05-15T02:46:28.495871Z",
+     "shell.execute_reply": "2022-05-15T02:46:28.495430Z"
     },
     "slideshow": {
      "slide_type": "-"
@@ -1153,10 +1153,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:04.485936Z",
-     "iopub.status.busy": "2022-04-07T22:14:04.485779Z",
-     "iopub.status.idle": "2022-04-07T22:14:04.495016Z",
-     "shell.execute_reply": "2022-04-07T22:14:04.494536Z"
+     "iopub.execute_input": "2022-05-15T02:46:28.498422Z",
+     "iopub.status.busy": "2022-05-15T02:46:28.498199Z",
+     "iopub.status.idle": "2022-05-15T02:46:28.508857Z",
+     "shell.execute_reply": "2022-05-15T02:46:28.508287Z"
     },
     "slideshow": {
      "slide_type": "fragment"
@@ -1307,10 +1307,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:04.497957Z",
-     "iopub.status.busy": "2022-04-07T22:14:04.497752Z",
-     "iopub.status.idle": "2022-04-07T22:14:04.510705Z",
-     "shell.execute_reply": "2022-04-07T22:14:04.510319Z"
+     "iopub.execute_input": "2022-05-15T02:46:28.512105Z",
+     "iopub.status.busy": "2022-05-15T02:46:28.511790Z",
+     "iopub.status.idle": "2022-05-15T02:46:28.523888Z",
+     "shell.execute_reply": "2022-05-15T02:46:28.523365Z"
     },
     "slideshow": {
      "slide_type": "fragment"
@@ -1486,10 +1486,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:04.513554Z",
-     "iopub.status.busy": "2022-04-07T22:14:04.513339Z",
-     "iopub.status.idle": "2022-04-07T22:14:04.634314Z",
-     "shell.execute_reply": "2022-04-07T22:14:04.633434Z"
+     "iopub.execute_input": "2022-05-15T02:46:28.526769Z",
+     "iopub.status.busy": "2022-05-15T02:46:28.526497Z",
+     "iopub.status.idle": "2022-05-15T02:46:28.659076Z",
+     "shell.execute_reply": "2022-05-15T02:46:28.657284Z"
     },
     "slideshow": {
      "slide_type": "skip"
@@ -1505,10 +1505,10 @@
    "execution_count": 12,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:04.639915Z",
-     "iopub.status.busy": "2022-04-07T22:14:04.639610Z",
-     "iopub.status.idle": "2022-04-07T22:14:05.530850Z",
-     "shell.execute_reply": "2022-04-07T22:14:05.530174Z"
+     "iopub.execute_input": "2022-05-15T02:46:28.664119Z",
+     "iopub.status.busy": "2022-05-15T02:46:28.663724Z",
+     "iopub.status.idle": "2022-05-15T02:46:29.840766Z",
+     "shell.execute_reply": "2022-05-15T02:46:29.840174Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -1520,35 +1520,35 @@
       "text/html": [
        "        <script type=\"text/javascript\">\n",
        "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
-       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+       "        if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
        "        if (typeof require !== 'undefined') {\n",
        "        require.undef(\"plotly\");\n",
        "        define('plotly', function(require, exports, module) {\n",
        "            /**\n",
-       "* plotly.js v2.11.1\n",
+       "* plotly.js v2.12.1\n",
        "* Copyright 2012-2022, Plotly, Inc.\n",
        "* All rights reserved.\n",
        "* Licensed under the MIT license\n",
        "*/\n",
-       "!function(t){if(\"object\"==typeof exports&&\"undefined\"!=typeof module)module.exports=t();else if(\"function\"==typeof define&&define.amd)define([],t);else{(\"undefined\"!=typeof window?window:\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:this).Plotly=t()}}((function(){return function t(e,r,n){function i(o,s){if(!r[o]){if(!e[o]){var l=\"function\"==typeof require&&require;if(!s&&l)return l(o,!0);if(a)return a(o,!0);var c=new Error(\"Cannot find module '\"+o+\"'\");throw c.code=\"MODULE_NOT_FOUND\",c}var u=r[o]={exports:{}};e[o][0].call(u.exports,(function(t){return i(e[o][1][t]||t)}),u,u.exports,t,e,r,n)}return r[o].exports}for(var a=\"function\"==typeof require&&require,o=0;o<n.length;o++)i(n[o]);return i}({1:[function(t,e,r){\"use strict\";var n=t(\"../src/lib\"),i={\"X,X div\":'direction:ltr;font-family:\"Open Sans\",verdana,arial,sans-serif;margin:0;padding:0;',\"X input,X button\":'font-family:\"Open Sans\",verdana,arial,sans-serif;',\"X 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        "/*!\n",
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        " * @license  MIT\n",
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r=L(8/(3*y)),i=e/r;return[t/(r*(1-n(i)/y)),i]},gt.invert=function(t,e){var r=2-n(e)/L(2*y/3);return[t*L(6*y)/(2*r),d(e)*S((4-r*r)/3)]},mt.invert=function(t,e){var r=L(y*(4+y))/2;return[t*r/(1+L(1-e*e*(4+y)/(4*y))),e*r/2]},vt.invert=function(t,e){var r=e*L((4+y)/y)/2,n=S(r),i=o(n);return[t/(2/L(y*(4+y))*(1+i)),S((n+r*(i+2))/(2+x))]},yt.invert=function(t,e){var r=L(2+y),n=e*r/2;return[r*t/(1+o(n)),n]},xt.invert=function(t,e){var r=1+x,n=L(r/2);return[2*t*n/(1+o(e*=n)),S((e+g(e))/r)]};var bt=3+2*w;function _t(t,e){var r=g(t/=2),n=o(t),a=L(o(e)),s=o(e/=2),l=g(e)/(s+w*n*a),u=L(2/(1+l*l)),f=L((w*s+(n+r)*a)/(w*s+(n-r)*a));return[bt*(u*(f-1/f)-2*c(f)),bt*(u*l*(f+1/f)-2*i(l))]}_t.invert=function(t,e){if(!(r=D.invert(t/1.2,1.065*e)))return null;var r,a=r[0],s=r[1],l=20;t/=bt,e/=bt;do{var h=a/2,p=s/2,d=g(h),m=o(h),y=g(p),b=o(p),T=o(s),k=L(T),A=y/(b+w*m*k),M=A*A,S=L(2/(1+M)),E=(w*b+(m+d)*k)/(w*b+(m-d)*k),C=L(E),P=C-1/C,I=C+1/C,O=S*P-2*c(C)-t,z=S*A*I-2*i(A)-e,R=y&&_*k*d*M/y,F=(w*m*b+k)/(2*(b+w*m*k)*(b+w*m*k)*k),B=-.5*A*S*S*S,N=B*R,j=B*F,U=(U=2*b+w*k*(m-d))*U*C,V=(w*m*b*k+T)/U,H=-w*d*y/(k*U),q=P*N-2*V/C+S*(V+V/E),G=P*j-2*H/C+S*(H+H/E),Y=A*I*N-2*R/(1+M)+S*I*R+S*A*(V-V/E),W=A*I*j-2*F/(1+M)+S*I*F+S*A*(H-H/E),X=G*Y-W*q;if(!X)break;var Z=(z*G-O*W)/X,J=(O*Y-z*q)/X;a-=Z,s=u(-x,f(x,s-J))}while((n(Z)>v||n(J)>v)&&--l>0);return n(n(s)-x)<v?[0,s]:l&&[a,s]};var wt=o(35*M);function Tt(t,e){var r=m(e/2);return[t*wt*L(1-r*r),(1+wt)*r]}function kt(t,e){var r=e/2,n=o(r);return[2*t/T*o(e)*n*n,T*m(r)]}function At(t){var e=1-t,r=i(y,0)[0]-i(-y,0)[0],n=L(2*(i(0,x)[1]-i(0,-x)[1])/r);function i(r,n){var i=o(n),a=g(n);return[i/(e+t*i)*r,e*n+t*a]}function a(t,e){var r=i(t,e);return[r[0]*n,r[1]/n]}function s(t){return a(0,t)[1]}return a.invert=function(r,i){var a=V(s,i);return[r/n*(t+e/o(a)),a]},a}function Mt(t){return[t[0]/2,S(m(t[1]/2*M))*A]}function St(t){return[2*t[0],2*i(g(t[1]*M))*A]}function Et(t,r){var i=2*y/r,s=t*t;function l(r,l){var c=e.geoAzimuthalEquidistantRaw(r,l),u=c[0],f=c[1],h=u*u+f*f;if(h>s){var d=L(h),m=a(f,u),b=i*p(m/i),_=m-b,w=t*o(_),T=(t*g(_)-_*g(w))/(x-w),k=Lt(_,T),A=(y-t)/Ct(k,w,y);u=d;var M,S=50;do{u-=M=(t+Ct(k,w,u)*A-d)/(k(u)*A)}while(n(M)>v&&--S>0);f=_*g(u),u<x&&(f-=T*(u-x));var E=g(b),C=o(b);c[0]=u*C-f*E,c[1]=u*E+f*C}return c}return l.invert=function(r,l){var c=r*r+l*l;if(c>s){var u=L(c),f=a(l,r),h=i*p(f/i),d=f-h;r=u*o(d),l=u*g(d);for(var m=r-x,v=g(r),b=l/v,_=r<x?1/0:0,w=10;;){var T=t*g(b),k=t*o(b),A=g(k),M=x-k,S=(T-b*A)/M,E=Lt(b,S);if(n(_)<1e-12||!--w)break;b-=_=(b*v-S*m-l)/(v-2*m*(M*(k+b*T*o(k)-A)-T*(T-b*A))/(M*M))}r=(u=t+Ct(E,k,r)*(y-t)/Ct(E,k,y))*o(f=h+b),l=u*g(f)}return e.geoAzimuthalEquidistantRaw.invert(r,l)},l}function Lt(t,e){return function(r){var n=t*o(r);return r<x&&(n-=e),L(1+n*n)}}function 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float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ vec2(positionOffset.x, -positionOffset.y)))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:i,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:u.join(\" \")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),h=0;h<s.length;h++)s[h]=t.text;t.text=s}if(null!=t.text||a){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var i=e.fontAtlas[n],a=0;a<e.text.length;a++){var o=e.text.charAt(a);if(null==i.ids[o]&&(i.ids[o]=i.chars.length,i.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);m(t.kerning,g(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),A=0,M=0;A<this.counts.length;A++){var S=this.counts[A];if(w)for(var E=0;E<S;E++)k[M++]=t.position[2*A],k[M++]=t.position[2*A+1];else for(var L=0;L<S;L++)k[M++]=t.position[A][0],k[M++]=t.position[A][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||a){var C=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var I=0,O=0;I<this.counts.length;I++){for(var z=this.counts[I],D=this.font[I]||this.font[0],R=this.fontAtlas[I]||this.fontAtlas[0],F=0;F<z;F++){var B=this.text.charAt(O),N=this.text.charAt(O-1);if(C[O]=R.ids[B],P[2*O]=D.width[B],F){var j=P[2*O-2],U=P[2*O],V=P[2*O-1]+.5*j+.5*U;if(this.kerning){var H=D.kerning[N+B];H&&(V+=.001*H)}P[2*O+1]=V}else P[2*O+1]=.5*P[2*O];O++}this.textWidth.push(P.length?.5*P[2*O-2]+P[2*O-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:C,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),u.freeUint8(C),u.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],i=n.step,a=Math.floor(T.maxAtlasSize/i),o=Math.min(a,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*i),u=x(s*i);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[i,i]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,i=0;return i+=.5*n.bottom,i+=\"number\"==typeof t?t-n.baseline:-n[t],i*=-1}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var q;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;q=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)q.set(l(Y(W,W+4),\"uint8\"),W)}else{var X=t.color.length;q=u.mallocUint8(4*X);for(var Z=0;Z<X;Z++)q.set(l(t.color[Z]||0,\"uint8\"),4*Z)}this.color=q}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{\"bit-twiddle\":81,\"color-normalize\":89,\"css-font\":99,\"detect-kerning\":125,\"es6-weak-map\":183,\"flatten-vertex-data\":191,\"font-atlas\":192,\"font-measure\":193,\"gl-util/context\":226,\"is-plain-obj\":236,\"object-assign\":247,\"parse-rect\":249,\"parse-unit\":251,\"pick-by-alias\":253,regl:283,\"to-px\":314,\"typedarray-pool\":327}],226:[function(t,e,r){(function(r){(function(){\"use strict\";var n=t(\"pick-by-alias\");function i(t){if(t.container)if(t.container==document.body)document.body.style.width||(t.canvas.width=t.width||t.pixelRatio*r.innerWidth),document.body.style.height||(t.canvas.height=t.height||t.pixelRatio*r.innerHeight);else{var 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r=e.parse(t[1],1,Bt);if(!r)return null;var n=[],i=null;e.expectedType&&\"value\"!==e.expectedType.kind&&(i=e.expectedType);for(var a=1;a<t.length;a+=2){var o=1===a?-1/0:t[a],s=t[a+1],l=a,c=a+1;if(\"number\"!=typeof o)return e.error('Input/output pairs for \"step\" expressions must be defined using literal numeric values (not computed expressions) for the input values.',l);if(n.length&&n[n.length-1][0]>=o)return e.error('Input/output pairs for \"step\" expressions must be arranged with input values in strictly ascending order.',l);var u=e.parse(s,c,i);if(!u)return null;i=i||u.type,n.push([o,u])}return new He(i,r,n)},He.prototype.evaluate=function(t){var e=this.labels,r=this.outputs;if(1===e.length)return r[0].evaluate(t);var n=this.input.evaluate(t);if(n<=e[0])return r[0].evaluate(t);var i=e.length;return n>=e[i-1]?r[i-1].evaluate(t):r[Ve(e,n)].evaluate(t)},He.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1){t(r[e])}},He.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},He.prototype.serialize=function(){for(var t=[\"step\",this.input.serialize()],e=0;e<this.labels.length;e++)e>0&&t.push(this.labels[e]),t.push(this.outputs[e].serialize());return t};var Ge=Object.freeze({__proto__:null,number:qe,color:function(t,e,r){return new te(qe(t.r,e.r,r),qe(t.g,e.g,r),qe(t.b,e.b,r),qe(t.a,e.a,r))},array:function(t,e,r){return t.map((function(t,n){return qe(t,e[n],r)}))}}),Ye=6/29,We=3*Ye*Ye,Xe=Math.PI/180,Ze=180/Math.PI;function Je(t){return t>.008856451679035631?Math.pow(t,1/3):t/We+4/29}function Ke(t){return t>Ye?t*t*t:We*(t-4/29)}function Qe(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function $e(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function tr(t){var e=$e(t.r),r=$e(t.g),n=$e(t.b),i=Je((.4124564*e+.3575761*r+.1804375*n)/.95047),a=Je((.2126729*e+.7151522*r+.072175*n)/1);return{l:116*a-16,a:500*(i-a),b:200*(a-Je((.0193339*e+.119192*r+.9503041*n)/1.08883)),alpha:t.a}}function er(t){var e=(t.l+16)/116,r=isNaN(t.a)?e:e+t.a/500,n=isNaN(t.b)?e:e-t.b/200;return e=1*Ke(e),r=.95047*Ke(r),n=1.08883*Ke(n),new te(Qe(3.2404542*r-1.5371385*e-.4985314*n),Qe(-.969266*r+1.8760108*e+.041556*n),Qe(.0556434*r-.2040259*e+1.0572252*n),t.alpha)}function rr(t,e,r){var n=e-t;return t+r*(n>180||n<-180?n-360*Math.round(n/360):n)}var nr={forward:tr,reverse:er,interpolate:function(t,e,r){return{l:qe(t.l,e.l,r),a:qe(t.a,e.a,r),b:qe(t.b,e.b,r),alpha:qe(t.alpha,e.alpha,r)}}},ir={forward:function(t){var e=tr(t),r=e.l,n=e.a,i=e.b,a=Math.atan2(i,n)*Ze;return{h:a<0?a+360:a,c:Math.sqrt(n*n+i*i),l:r,alpha:t.a}},reverse:function(t){var e=t.h*Xe,r=t.c;return er({l:t.l,a:Math.cos(e)*r,b:Math.sin(e)*r,alpha:t.alpha})},interpolate:function(t,e,r){return{h:rr(t.h,e.h,r),c:qe(t.c,e.c,r),l:qe(t.l,e.l,r),alpha:qe(t.alpha,e.alpha,r)}}},ar=Object.freeze({__proto__:null,lab:nr,hcl:ir}),or=function(t,e,r,n,i){this.type=t,this.operator=e,this.interpolation=r,this.input=n,this.labels=[],this.outputs=[];for(var a=0,o=i;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1];this.labels.push(l),this.outputs.push(c)}};function sr(t,e,r,n){var i=n-r,a=t-r;return 0===i?0:1===e?a/i:(Math.pow(e,a)-1)/(Math.pow(e,i)-1)}or.interpolationFactor=function(t,e,n,i){var a=0;if(\"exponential\"===t.name)a=sr(e,t.base,n,i);else if(\"linear\"===t.name)a=sr(e,1,n,i);else if(\"cubic-bezier\"===t.name){var o=t.controlPoints;a=new r(o[0],o[1],o[2],o[3]).solve(sr(e,1,n,i))}return a},or.parse=function(t,e){var r=t[0],n=t[1],i=t[2],a=t.slice(3);if(!Array.isArray(n)||0===n.length)return e.error(\"Expected an interpolation type expression.\",1);if(\"linear\"===n[0])n={name:\"linear\"};else if(\"exponential\"===n[0]){var o=n[1];if(\"number\"!=typeof o)return e.error(\"Exponential interpolation requires a numeric base.\",1,1);n={name:\"exponential\",base:o}}else{if(\"cubic-bezier\"!==n[0])return e.error(\"Unknown interpolation type \"+String(n[0]),1,0);var s=n.slice(1);if(4!==s.length||s.some((function(t){return\"number\"!=typeof t||t<0||t>1})))return e.error(\"Cubic bezier interpolation requires four numeric arguments with values between 0 and 1.\",1);n={name:\"cubic-bezier\",controlPoints:s}}if(t.length-1<4)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if((t.length-1)%2!=0)return e.error(\"Expected an even number of arguments.\");if(!(i=e.parse(i,2,Bt)))return null;var l=[],c=null;\"interpolate-hcl\"===r||\"interpolate-lab\"===r?c=Ut:e.expectedType&&\"value\"!==e.expectedType.kind&&(c=e.expectedType);for(var u=0;u<a.length;u+=2){var f=a[u],h=a[u+1],p=u+3,d=u+4;if(\"number\"!=typeof f)return e.error('Input/output pairs for 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a=Ve(e,n),o=e[a],s=e[a+1],l=or.interpolationFactor(this.interpolation,n,o,s),c=r[a].evaluate(t),u=r[a+1].evaluate(t);return\"interpolate\"===this.operator?Ge[this.type.kind.toLowerCase()](c,u,l):\"interpolate-hcl\"===this.operator?ir.reverse(ir.interpolate(ir.forward(c),ir.forward(u),l)):nr.reverse(nr.interpolate(nr.forward(c),nr.forward(u),l))},or.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1){t(r[e])}},or.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},or.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var lr=function(t,e){this.type=t,this.args=e};lr.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=o[a],l=e.parse(s,1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!l)return null;r=r||l.type,i.push(l)}var c=n&&i.some((function(t){return Jt(n,t.type)}));return new lr(c?Ht:r,i)},lr.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length;i+=1){if(n++,(r=a[i].evaluate(t))&&r instanceof ie&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null!==r)break}return r},lr.prototype.eachChild=function(t){this.args.forEach(t)},lr.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},lr.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var cr=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};cr.prototype.evaluate=function(t){return this.result.evaluate(t)},cr.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1){t(r[e][1])}t(this.result)},cr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new cr(r,o):null},cr.prototype.outputDefined=function(){return this.result.outputDefined()},cr.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t.push(i,a.serialize())}return t.push(this.result.serialize()),t};var ur=function(t,e,r){this.type=t,this.index=e,this.input=r};ur.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Bt),n=e.parse(t[2],2,Wt(e.expectedType||Ht));if(!r||!n)return null;var i=n.type;return new ur(i.itemType,r,n)},ur.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new ue(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new ue(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new ue(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},ur.prototype.eachChild=function(t){t(this.index),t(this.input)},ur.prototype.outputDefined=function(){return!1},ur.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var fr=function(t,e){this.type=jt,this.needle=t,this.haystack=e};fr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Ht),n=e.parse(t[2],2,Ht);return r&&n?Kt(r.type,[jt,Nt,Bt,Ft,Ht])?new fr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(r.type)+\" instead\"):null},fr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!Qt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ue(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(se(e))+\" instead.\");if(!Qt(r,[\"string\",\"array\"]))throw new ue(\"Expected second argument to be of type array or string, but found \"+Xt(se(r))+\" instead.\");return r.indexOf(e)>=0},fr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},fr.prototype.outputDefined=function(){return!0},fr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var hr=function(t,e,r){this.type=Bt,this.needle=t,this.haystack=e,this.fromIndex=r};hr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Ht),n=e.parse(t[2],2,Ht);if(!r||!n)return null;if(!Kt(r.type,[jt,Nt,Bt,Ft,Ht]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Bt);return i?new hr(r,n,i):null}return new hr(r,n)},hr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!Qt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ue(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(se(e))+\" instead.\");if(!Qt(r,[\"string\",\"array\"]))throw new ue(\"Expected second argument to be of type array or string, but found \"+Xt(se(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},hr.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},hr.prototype.outputDefined=function(){return!1},hr.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var pr=function(t,e,r,n,i,a){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=i,this.otherwise=a};pr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of 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g?\"value\"!==d.type.kind&&e.concat(1).checkSubtype(r,d.type)?null:new pr(r,n,d,i,a,g):null},pr.prototype.evaluate=function(t){var e=this.input.evaluate(t);return(se(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)},pr.prototype.eachChild=function(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)},pr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))&&this.otherwise.outputDefined()},pr.prototype.serialize=function(){for(var t=this,e=[\"match\",this.input.serialize()],r=[],n={},i=0,a=Object.keys(this.cases).sort();i<a.length;i+=1){var o=a[i];void 0===(f=n[this.cases[o]])?(n[this.cases[o]]=r.length,r.push([this.cases[o],[o]])):r[f][1].push(o)}for(var s=function(e){return\"number\"===t.inputType.kind?Number(e):e},l=0,c=r;l<c.length;l+=1){var u=c[l],f=u[0],h=u[1];1===h.length?e.push(s(h[0])):e.push(h.map(s)),e.push(this.outputs[outputIndex$1].serialize())}return e.push(this.otherwise.serialize()),e};var dr=function(t,e,r){this.type=t,this.branches=e,this.otherwise=r};dr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=0)return e.error(\"Expected an odd number of arguments.\");var r;e.expectedType&&\"value\"!==e.expectedType.kind&&(r=e.expectedType);for(var n=[],i=1;i<t.length-1;i+=2){var a=e.parse(t[i],i,jt);if(!a)return null;var o=e.parse(t[i+1],i+1,r);if(!o)return null;n.push([a,o]),r=r||o.type}var s=e.parse(t[t.length-1],t.length-1,r);return s?new dr(r,n,s):null},dr.prototype.evaluate=function(t){for(var e=0,r=this.branches;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];if(i.evaluate(t))return a.evaluate(t)}return this.otherwise.evaluate(t)},dr.prototype.eachChild=function(t){for(var e=0,r=this.branches;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t(i),t(a)}t(this.otherwise)},dr.prototype.outputDefined=function(){return this.branches.every((function(t){t[0];return 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or?a.interpolation:void 0;return Ir(new Zr(n?\"camera\":\"composite\",t.value,a.labels,o))}Zr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,i,a)},Zr.prototype.evaluate=function(t,e,r,n,i,a){return this._styleExpression.evaluate(t,e,r,n,i,a)},Zr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?or.interpolationFactor(this.interpolationType,t,e,r):0};var Kr=function(t,e){this._parameters=t,this._specification=e,It(this,function t(e,r){var n,i,a,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||void 0!==e.property,c=s||!l,u=e.type||(Rr(r)?\"exponential\":\"interval\");if(o&&((e=It({},e)).stops&&(e.stops=e.stops.map((function(t){return[t[0],te.parse(t[1])]}))),e.default?e.default=te.parse(e.default):e.default=te.parse(r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!ar[e.colorSpace])throw new Error(\"Unknown color space: 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n&&r<n.minimum?[new Ct(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new Ct(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function en(t){var e,r,n,i=t.valueSpec,a=Ot(t.value.type),o={},s=\"categorical\"!==a&&void 0===t.value.property,l=!s,c=\"array\"===Fr(t.value.stops)&&\"array\"===Fr(t.value.stops[0])&&\"object\"===Fr(t.value.stops[0][0]),u=Qr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===a)return[new Ct(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;e=e.concat($r({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:f})),\"array\"===Fr(r)&&0===r.length&&e.push(new Ct(t.key,r,\"array must have at least one stop\"));return e},default:function(t){return kn({key:t.key,value:t.value,valueSpec:i,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===a&&s&&u.push(new Ct(t.key,t.value,'missing required property \"property\"')),\"identity\"===a||t.value.stops||u.push(new Ct(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===a&&t.valueSpec.expression&&!Rr(t.valueSpec)&&u.push(new Ct(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!zr(t.valueSpec)?u.push(new Ct(t.key,t.value,\"property functions not supported\")):s&&!Dr(t.valueSpec)&&u.push(new Ct(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==a&&!c||void 0!==t.value.property||u.push(new Ct(t.key,t.value,'\"property\" property is required')),u;function f(t){var e=[],a=t.value,s=t.key;if(\"array\"!==Fr(a))return[new Ct(s,a,\"array expected, \"+Fr(a)+\" found\")];if(2!==a.length)return[new Ct(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(c){if(\"object\"!==Fr(a[0]))return[new Ct(s,a,\"object expected, \"+Fr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new Ct(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new Ct(s,a,\"object stop key must have value\")];if(n&&n>Ot(a[0].zoom))return[new Ct(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Ot(a[0].zoom)!==n&&(n=Ot(a[0].zoom),r=void 0,o={}),e=e.concat(Qr({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:tn,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return Yr(zt(a[1]))?e.concat([new Ct(s+\"[1]\",a[1],\"expressions are not allowed in function stops.\")]):e.concat(kn({key:s+\"[1]\",value:a[1],valueSpec:i,style:t.style,styleSpec:t.styleSpec}))}function h(t,n){var s=Fr(t.value),l=Ot(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new Ct(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new Ct(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==a){var u=\"number expected, \"+s+\" found\";return zr(i)&&void 0===a&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new Ct(t.key,c,u)]}return\"categorical\"!==a||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==a&&\"number\"===s&&void 0!==r&&l<r?[new Ct(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===a&&l in o?[new Ct(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new Ct(t.key,c,\"integer expected, found \"+l)]}}function rn(t){var e=(\"property\"===t.expressionContext?Jr:Wr)(zt(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new Ct(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new Ct(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!Be(r))return[new Ct(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!Be(r))return[new Ct(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Ne(r,[\"zoom\",\"feature-state\"]))return[new Ct(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!Fe(r))return[new Ct(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function nn(t){var e=t.key,r=t.value,n=t.valueSpec,i=[];return Array.isArray(n.values)?-1===n.values.indexOf(Ot(r))&&i.push(new Ct(e,r,\"expected one of [\"+n.values.join(\", \")+\"], 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on={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function sn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};an(t)||(t=cn(t));var e=Wr(t,on);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:function t(e){if(!Array.isArray(e))return!1;if(\"within\"===e[0])return!0;for(var r=1;r<e.length;r++)if(t(e[r]))return!0;return!1}(t)}}function ln(t,e){return t<e?-1:t>e?1:0}function cn(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?un(t[1],t[2],\"==\"):\"!=\"===r?pn(un(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?un(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(cn))):\"all\"===r?[\"all\"].concat(t.slice(1).map(cn)):\"none\"===r?[\"all\"].concat(t.slice(1).map(cn).map(pn)):\"in\"===r?fn(t[1],t.slice(2)):\"!in\"===r?pn(fn(t[1],t.slice(2))):\"has\"===r?hn(t[1]):\"!has\"===r?pn(hn(t[1])):\"within\"!==r||t}function un(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function fn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(ln)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function hn(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function pn(t){return[\"!\",t]}function dn(t){return an(zt(t.value))?rn(It({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):function t(e){var r=e.value,n=e.key;if(\"array\"!==Fr(r))return[new Ct(n,r,\"array expected, \"+Fr(r)+\" found\")];var i,a=e.styleSpec,o=[];if(r.length<1)return[new Ct(n,r,\"filter array must have at least 1 element\")];switch(o=o.concat(nn({key:n+\"[0]\",value:r[0],valueSpec:a.filter_operator,style:e.style,styleSpec:e.styleSpec})),Ot(r[0])){case\"<\":case\"<=\":case\">\":case\">=\":r.length>=2&&\"$type\"===Ot(r[1])&&o.push(new Ct(n,r,'\"$type\" cannot be use with operator \"'+r[0]+'\"'));case\"==\":case\"!=\":3!==r.length&&o.push(new Ct(n,r,'filter array for operator \"'+r[0]+'\" must have 3 elements'));case\"in\":case\"!in\":r.length>=2&&\"string\"!==(i=Fr(r[1]))&&o.push(new Ct(n+\"[1]\",r[1],\"string expected, \"+i+\" 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r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return kn({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var c,u=t.valueSpec||s[o];if(!u)return[new Ct(r,a,'unknown property \"'+o+'\"')];if(\"string\"===Fr(a)&&zr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(a)))return[new Ct(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new Ct(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Br(zt(a))&&\"identity\"===Ot(a.type)&&f.push(new Ct(r,a,'\"text-font\" does not support identity 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Kr(t,e);if(Yr(t)){var r=Jr(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=te.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};di.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},di.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var gi=function(t){this.property=t,this.value=new di(t,void 0)};gi.prototype.transitioned=function(t,e){return new vi(this.property,this.value,e,u({},t.transition,this.transition),t.now)},gi.prototype.untransitioned=function(){return new vi(this.property,this.value,null,{},0)};var mi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};mi.prototype.getValue=function(t){return x(this._values[t].value.value)},mi.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new gi(this._values[t].property)),this._values[t].value=new di(this._values[t].property,null===e?void 0:x(e))},mi.prototype.getTransition=function(t){return x(this._values[t].transition)},mi.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new gi(this._values[t].property)),this._values[t].transition=x(e)||void 0},mi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},mi.prototype.transitioned=function(t,e){for(var r=new yi(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},mi.prototype.untransitioned=function(){for(var t=new yi(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var vi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};vi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var yi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};yi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},yi.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var xi=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};xi.prototype.getValue=function(t){return x(this._values[t].value)},xi.prototype.setValue=function(t,e){this._values[t]=new di(this._values[t].property,null===e?void 0:x(e))},xi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},xi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var bi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};bi.prototype.isConstant=function(){return\"constant\"===this.value.kind},bi.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},bi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var _i=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};_i.prototype.get=function(t){return this._values[t]};var wi=function(t){this.specification=t};wi.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},wi.prototype.interpolate=function(t,e,r){var n=Ge[this.specification.type];return n?n(t,e,r):t};var Ti=function(t,e){this.specification=t,this.overrides=e};Ti.prototype.possiblyEvaluate=function(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new bi(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new bi(this,t.expression,e)},Ti.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new bi(this,{kind:\"constant\",value:void 0},t.parameters);var n=Ge[this.specification.type];return n?new bi(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},Ti.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new bi(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new bi(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new bi(this,{kind:\"constant\",value:s},e)}return new bi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Ti),Ai=function(t){this.specification=t};Ai.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new pi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new pi(Math.floor(e.zoom),e)),t.expression.evaluate(new pi(Math.floor(e.zoom+1),e)),e)}},Ai.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Ai.prototype.interpolate=function(t){return t};var Mi=function(t){this.specification=t};Mi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},Mi.prototype.interpolate=function(){return!1};var Si=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new di(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new gi(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Nn(\"DataDrivenProperty\",Ti),Nn(\"DataConstantProperty\",wi),Nn(\"CrossFadedDataDrivenProperty\",ki),Nn(\"CrossFadedProperty\",Ai),Nn(\"ColorRampProperty\",Mi);var Ei=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(e=e,this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new xi(r.layout)),r.paint)){for(var n in this._transitionablePaint=new mi(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new _i(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".layout.\"+t;if(this._validate(In,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return m(t,\"-transition\")?this._transitionablePaint.getTransition(t.slice(0,-\"-transition\".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".paint.\"+t;if(this._validate(Pn,n,t,e,r))return!1}if(m(t,\"-transition\"))return this._transitionablePaint.setTransition(t.slice(0,-\"-transition\".length),e||void 0),!1;var i=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===i.property.specification[\"property-type\"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||(!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility)},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&On(this,t.call(Ln,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Lt,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof bi&&zr(e.property.specification)&&((\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent))return!0}return!1},e}(Et),Li={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Ci=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Pi=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ii(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Li[i].BYTES_PER_ELEMENT),o=r=Oi(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:Oi(r,Math.max(n,e)),alignment:e}}function Oi(t,e){return Math.ceil(t/e)*e}Pi.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Pi.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Pi.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Pi.prototype.clear=function(){this.length=0},Pi.prototype.resize=function(t){this.reserve(t),this.length=t},Pi.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Pi.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Pi);zi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout2i4\",zi);var Di=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,this.int16[a+3]=i,t},e}(Pi);Di.prototype.bytesPerElement=8,Nn(\"StructArrayLayout4i8\",Di);var Ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Ri.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2i4i12\",Ri);var Fi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Pi);Fi.prototype.bytesPerElement=8,Nn(\"StructArrayLayout2i4ub8\",Fi);var Bi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l,c)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=c,this.uint8[h+17]=u,t},e}(Pi);Bi.prototype.bytesPerElement=18,Nn(\"StructArrayLayout8ui2ub18\",Bi);var Ni=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,c,u,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(Pi);Ni.prototype.bytesPerElement=24,Nn(\"StructArrayLayout4i4ui4i24\",Ni);var ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Pi);ji.prototype.bytesPerElement=12,Nn(\"StructArrayLayout3f12\",ji);var Ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint32[r+0]=e,t},e}(Pi);Ui.prototype.bytesPerElement=4,Nn(\"StructArrayLayout1ul4\",Ui);var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c){var u=10*t,f=5*t;return this.int16[u+0]=e,this.int16[u+1]=r,this.int16[u+2]=n,this.int16[u+3]=i,this.int16[u+4]=a,this.int16[u+5]=o,this.uint32[f+3]=s,this.uint16[u+8]=l,this.uint16[u+9]=c,t},e}(Pi);Vi.prototype.bytesPerElement=20,Nn(\"StructArrayLayout6i1ul2ui20\",Vi);var Hi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Hi.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2i2i2i12\",Hi);var qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(Pi);qi.prototype.bytesPerElement=16,Nn(\"StructArrayLayout2f1f2i16\",qi);var Gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(Pi);Gi.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2ub2f12\",Gi);var Yi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.uint16[i+0]=e,this.uint16[i+1]=r,this.uint16[i+2]=n,t},e}(Pi);Yi.prototype.bytesPerElement=6,Nn(\"StructArrayLayout3ui6\",Yi);var Wi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m){var v=this.length;return this.resize(v+1),this.emplace(v,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v){var y=24*t,x=12*t,b=48*t;return this.int16[y+0]=e,this.int16[y+1]=r,this.uint16[y+2]=n,this.uint16[y+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[y+10]=l,this.uint16[y+11]=c,this.uint16[y+12]=u,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=g,this.uint32[x+10]=m,this.int16[y+22]=v,t},e}(Pi);Wi.prototype.bytesPerElement=48,Nn(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",Wi);var Xi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,A,M,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,A,M,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,A,M,S,E){var L=34*t,C=17*t;return this.int16[L+0]=e,this.int16[L+1]=r,this.int16[L+2]=n,this.int16[L+3]=i,this.int16[L+4]=a,this.int16[L+5]=o,this.int16[L+6]=s,this.int16[L+7]=l,this.uint16[L+8]=c,this.uint16[L+9]=u,this.uint16[L+10]=f,this.uint16[L+11]=h,this.uint16[L+12]=p,this.uint16[L+13]=d,this.uint16[L+14]=g,this.uint16[L+15]=m,this.uint16[L+16]=v,this.uint16[L+17]=y,this.uint16[L+18]=x,this.uint16[L+19]=b,this.uint16[L+20]=_,this.uint16[L+21]=w,this.uint16[L+22]=T,this.uint32[C+12]=k,this.float32[C+13]=A,this.float32[C+14]=M,this.float32[C+15]=S,this.float32[C+16]=E,t},e}(Pi);Xi.prototype.bytesPerElement=68,Nn(\"StructArrayLayout8i15ui1ul4f68\",Xi);var Zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.float32[r+0]=e,t},e}(Pi);Zi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout1f4\",Zi);var Ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,t},e}(Pi);Ji.prototype.bytesPerElement=6,Nn(\"StructArrayLayout3i6\",Ji);var Ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=2*t,a=4*t;return this.uint32[i+0]=e,this.uint16[a+2]=r,this.uint16[a+3]=n,t},e}(Pi);Ki.prototype.bytesPerElement=8,Nn(\"StructArrayLayout1ul2ui8\",Ki);var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t},e}(Pi);Qi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout2ui4\",Qi);var $i=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint16[r+0]=e,t},e}(Pi);$i.prototype.bytesPerElement=2,Nn(\"StructArrayLayout1ui2\",$i);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.float32[n+0]=e,this.float32[n+1]=r,t},e}(Pi);ta.prototype.bytesPerElement=8,Nn(\"StructArrayLayout2f8\",ta);var ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(Pi);ea.prototype.bytesPerElement=16,Nn(\"StructArrayLayout4f16\",ea);var ra=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return this._structArray.int16[this._pos2+5]},r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.sourceLayerIndex.get=function(){return this._structArray.uint16[this._pos2+8]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.anchorPoint.get=function(){return new i(this.anchorPointX,this.anchorPointY)},Object.defineProperties(e.prototype,r),e}(Ci);ra.prototype.size=20;var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ra(this,t)},e}(Vi);Nn(\"CollisionBoxArray\",na);var ia=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},glyphStartIndex:{configurable:!0},numGlyphs:{configurable:!0},vertexStartIndex:{configurable:!0},lineStartIndex:{configurable:!0},lineLength:{configurable:!0},segment:{configurable:!0},lowerSize:{configurable:!0},upperSize:{configurable:!0},lineOffsetX:{configurable:!0},lineOffsetY:{configurable:!0},writingMode:{configurable:!0},placedOrientation:{configurable:!0},hidden:{configurable:!0},crossTileID:{configurable:!0},associatedIconIndex:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.glyphStartIndex.get=function(){return this._structArray.uint16[this._pos2+2]},r.numGlyphs.get=function(){return this._structArray.uint16[this._pos2+3]},r.vertexStartIndex.get=function(){return this._structArray.uint32[this._pos4+2]},r.lineStartIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.lineLength.get=function(){return this._structArray.uint32[this._pos4+4]},r.segment.get=function(){return this._structArray.uint16[this._pos2+10]},r.lowerSize.get=function(){return this._structArray.uint16[this._pos2+11]},r.upperSize.get=function(){return this._structArray.uint16[this._pos2+12]},r.lineOffsetX.get=function(){return this._structArray.float32[this._pos4+7]},r.lineOffsetY.get=function(){return this._structArray.float32[this._pos4+8]},r.writingMode.get=function(){return this._structArray.uint8[this._pos1+36]},r.placedOrientation.get=function(){return this._structArray.uint8[this._pos1+37]},r.placedOrientation.set=function(t){this._structArray.uint8[this._pos1+37]=t},r.hidden.get=function(){return this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(Ci);ia.prototype.size=48;var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ia(this,t)},e}(Wi);Nn(\"PlacedSymbolArray\",aa);var oa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return this._structArray.uint16[this._pos2+22]},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+12]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+12]=t},r.textBoxScale.get=function(){return this._structArray.float32[this._pos4+13]},r.textOffset0.get=function(){return this._structArray.float32[this._pos4+14]},r.textOffset1.get=function(){return this._structArray.float32[this._pos4+15]},r.collisionCircleDiameter.get=function(){return this._structArray.float32[this._pos4+16]},Object.defineProperties(e.prototype,r),e}(Ci);oa.prototype.size=68;var sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new oa(this,t)},e}(Xi);Nn(\"SymbolInstanceArray\",sa);var la=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getoffsetX=function(t){return this.float32[1*t+0]},e}(Zi);Nn(\"GlyphOffsetArray\",la);var ca=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getx=function(t){return this.int16[3*t+0]},e.prototype.gety=function(t){return this.int16[3*t+1]},e.prototype.gettileUnitDistanceFromAnchor=function(t){return this.int16[3*t+2]},e}(Ji);Nn(\"SymbolLineVertexArray\",ca);var ua=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0}};return r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+0]},r.sourceLayerIndex.get=function(){return 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t.paint._values)if(r(a)){var o=t.paint.get(a);if(o instanceof bi&&zr(o.property.specification)){var s=Va(a,t.type),l=o.value,c=o.property.specification.type,u=o.property.useIntegerZoom,f=o.property.specification[\"property-type\"],h=\"cross-faded\"===f||\"cross-faded-data-driven\"===f;if(\"constant\"===l.kind)this.binders[a]=h?new Ra(l.value,s):new Da(l.value,s,c),i.push(\"/u_\"+a);else if(\"source\"===l.kind||h){var p=Ha(a,c,\"source\");this.binders[a]=h?new Na(l,c,u,e,p,t.id):new Fa(l,s,c,p),i.push(\"/a_\"+a)}else{var d=Ha(a,c,\"composite\");this.binders[a]=new Ba(l,s,c,u,e,d),i.push(\"/z_\"+a)}}}this.cacheKey=i.sort().join(\"\")};ja.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof Fa||e instanceof Ba?e.maxValue:0},ja.prototype.populatePaintArrays=function(t,e,r,n,i){for(var a in this.binders){var o=this.binders[a];(o instanceof Fa||o instanceof Ba||o instanceof Na)&&o.populatePaintArray(t,e,r,n,i)}},ja.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof Ra&&n.setConstantPatternPositions(t,e)}},ja.prototype.updatePaintArrays=function(t,e,r,n,i){var a=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var c=l[s],u=r.feature(c.index);for(var f in this.binders){var h=this.binders[f];if((h instanceof Fa||h instanceof Ba||h instanceof Na)&&!0===h.expression.isStateDependent){var p=n.paint.get(f);h.expression=p.value,h.updatePaintArray(c.start,c.end,u,t[o],i),a=!0}}}return a},ja.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof Da||r instanceof Ra)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},ja.prototype.getPaintVertexBuffers=function(){return this._buffers},ja.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var i=this.binders[n];if(i instanceof Da||i instanceof Ra||i instanceof Ba)for(var a=0,o=i.uniformNames;a<o.length;a+=1){var s=o[a];if(e[s]){var l=i.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},ja.prototype.setUniforms=function(t,e,r,n){for(var i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.name,l=o.property,c=o.binding;this.binders[l].setUniform(c,n,r.get(l),s)}},ja.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof Na){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof Fa||r instanceof Ba)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},ja.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof Fa||r instanceof Ba||r instanceof Na)&&r.upload(t)}this.updatePaintBuffers()},ja.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof Fa||e instanceof Ba||e instanceof Na)&&e.destroy()}};var Ua=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var i=0,a=e;i<a.length;i+=1){var o=a[i];this.programConfigurations[o.id]=new ja(o,r,n,t)}this.needsUpload=!1,this._featureMap=new _a,this._bufferOffset=0};function Va(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function Ha(t,e,r){var n={color:{source:ta,composite:ea},number:{source:Zi,composite:ta}},i=function(t){return{\"line-pattern\":{source:Bi,composite:Bi},\"fill-pattern\":{source:Bi,composite:Bi},\"fill-extrusion-pattern\":{source:Bi,composite:Bi}}[t]}(t);return 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c=t.readVarint();n=7&c,a=c>>3}if(a--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new i(o,s));else{if(7!==n)throw new Error(\"unknown command \"+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},ws.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,i=0,a=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(i+=t.readSVarint())<o&&(o=i),i>s&&(s=i),(a+=t.readSVarint())<l&&(l=a),a>c&&(c=a);else if(7!==r)throw new Error(\"unknown command \"+r)}return[o,l,s,c]},ws.prototype.toGeoJSON=function(t,e,r){var n,i,a=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=ws.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/a;t[e]=[360*(r.x+o)/a-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var f=[];for(n=0;n<l.length;n++)f[n]=l[n][0];u(l=f);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=ks(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}r&&i.push(r);return i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)u(l[n][i])}1===l.length?l=l[0]:c=\"Multi\"+c;var h={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(h.id=this.id),h};var As=Ms;function Ms(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(Ss,this,e),this.length=this._features.length}function Ss(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){var e=null,r=t.readVarint()+t.pos;for(;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Es(t,e,r){if(3===t){var n=new As(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Ms.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new _s(this._pbf,e,this.extent,this._keys,this._values)};var Ls={VectorTile:function(t,e){this.layers=t.readFields(Es,{},e)},VectorTileFeature:_s,VectorTileLayer:As},Cs=Ls.VectorTileFeature.types,Ps=Math.pow(2,13);function Is(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*Ps)+o,i*Ps*2,a*Ps*2,Math.round(s))}var Os=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Ri,this.indexArray=new Yi,this.programConfigurations=new Ua(bs,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function zs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}function Ds(t){return t.every((function(t){return t.x<0}))||t.every((function(t){return t.x>8192}))||t.every((function(t){return t.y<0}))||t.every((function(t){return t.y>8192}))}Os.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ds(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,c=a.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:u?Ya(o):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:c,index:l,geometry:u?f.geometry:Ya(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(gs(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,c,this.index,!0)}}},Os.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},Os.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Os.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Os.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Os.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,bs),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Os.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Os.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=hs(e,500);a<o.length;a+=1){for(var s=o[a],l=0,c=0,u=s;c<u.length;c+=1){l+=u[c].length}for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!Ds(d))for(var g=0,m=0;m<d.length;m++){var v=d[m];if(m>=1){var y=d[m-1];if(!zs(v,y)){f.vertexLength+4>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);g+b>32768&&(g=0),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,g),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,g),g+=b,Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,g),Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,g);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===Cs[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];Is(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=Do(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Nn(\"FillExtrusionBucket\",Os,{omit:[\"layers\",\"features\"]});var Rs={paint:new Si({\"fill-extrusion-opacity\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new ki(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},Fs=function(t){function e(e){t.call(this,e,Rs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new Os(t)},e.prototype.queryRadius=function(){return so(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,o,s,l){var c=lo(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),f=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),h=function(t,e,r,n){for(var a=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,n,1];xo(c,c,e),a.push(new i(c[0]/c[3],c[1]/c[3]))}return a}(c,l,0,0),p=function(t,e,r,n){for(var a=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,g=0,m=t;g<m.length;g+=1){for(var v=m[g],y=[],x=[],b=0,_=v;b<_.length;b+=1){var w=_[b],T=w.x,k=w.y,A=n[0]*T+n[4]*k+n[12],M=n[1]*T+n[5]*k+n[13],S=n[2]*T+n[6]*k+n[14],E=n[3]*T+n[7]*k+n[15],L=S+c,C=E+u,P=A+f,I=M+h,O=S+p,z=E+d,D=new i((A+s)/C,(M+l)/C);D.z=L/C,y.push(D);var R=new i(P/z,I/z);R.z=O/z,x.push(R)}a.push(y),o.push(x)}return[a,o]}(n,f,u,l);return function(t,e,r){var n=1/0;Ka(r,e)&&(n=Ns(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],c=a[s+1],u=o[s],f=o[s+1],h=[l,c,f,u,l];Za(r,h)&&(n=Math.min(n,Ns(r,h)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Ei);function Bs(t,e){return t.x*e.x+t.y*e.y}function Ns(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),c=o.sub(i),u=Bs(s,s),f=Bs(s,l),h=Bs(l,l),p=Bs(c,s),d=Bs(c,l),g=u*h-f*f,m=(h*p-f*d)/g,v=(u*d-f*p)/g,y=1-m-v,x=i.z*y+r.z*m+a.z*v;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var js=Ii([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,Us=Ls.VectorTileFeature.types,Vs=Math.cos(Math.PI/180*37.5),Hs=Math.pow(2,14)/.5,qs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Fi,this.indexArray=new Yi,this.programConfigurations=new Ua(js,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};qs.prototype.populate=function(t,e,r){this.hasPattern=ds(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,c=s.id,u=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:h?Ya(l):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),p,r)){h||(p.geometry=Ya(l));var d=n?n.evaluate(p,{},r):void 0,g={id:c,properties:l.properties,type:l.type,sourceLayerIndex:f,index:u,geometry:p.geometry,patterns:{},sortKey:d};i.push(g)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var m=0,v=i;m<v.length;m+=1){var y=v[m],x=y,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=gs(\"line\",this.layers,y,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(y,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},qs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},qs.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},qs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},qs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},qs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,js),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},qs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},qs.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),c=a.get(\"line-round-limit\"),u=0,f=e;u<f.length;u+=1){var h=f[u];this.addLine(h,t,o,s,l,c)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},qs.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===Us[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var u,f=this.overscaling<=16?122880/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,g=void 0,m=void 0;this.e1=this.e2=-1,s&&(u=t[l-2],m=t[c].sub(u)._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){m&&(g=m),u&&(p=u),u=t[v],m=d?d.sub(u)._unit()._perp():g;var y=(g=g||m).add(m);0===y.x&&0===y.y||y._unit();var x=g.x*m.x+g.y*m.y,b=y.x*m.x+y.y*m.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Vs&&p&&d,k=g.x*m.y-g.y*m.x>0;if(T&&v>c){var A=u.dist(p);if(A>2*f){var M=u.sub(u.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,g,0,0,h),p=M}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<a?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>i&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<i&&(E=\"miter\")),p&&this.updateDistance(p,u),\"miter\"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,h);else if(\"flipbevel\"===E){if(_>100)y=m.mult(-1);else{var L=_*g.add(m).mag()/g.sub(m).mag();y._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(u,y,0,0,h),this.addCurrentVertex(u,y.mult(-1),0,0,h)}else if(\"bevel\"===E||\"fakeround\"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,I=k?0:C;if(p&&this.addCurrentVertex(u,g,P,I,h),\"fakeround\"===E)for(var O=Math.round(180*w/Math.PI/20),z=1;z<O;z++){var D=z/O;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=m.sub(g)._mult(D)._add(g)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(u,m,-P,-I,h)}else if(\"butt\"===E)this.addCurrentVertex(u,y,0,0,h);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,h)}else\"round\"===E&&(p&&(this.addCurrentVertex(u,g,0,0,h),this.addCurrentVertex(u,g,1,1,h,!0)),d&&(this.addCurrentVertex(u,m,-1,-1,h,!0),this.addCurrentVertex(u,m,0,0,h)));if(T&&v<l-1){var N=u.dist(d);if(N>2*f){var j=u.add(d.sub(u)._mult(f/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,m,0,0,h),u=j}}}}},qs.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,c=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,c,a,!0,-n,i),this.distance>Hs/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},qs.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,c=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&c)<<2,c>>6);var u=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,u),o.primitiveLength++),i?this.e2=u:this.e1=u},qs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Hs-1):this.distance},qs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Nn(\"LineBucket\",qs,{omit:[\"layers\",\"patternFeatures\"]});var Gs=new Si({\"line-cap\":new wi(Lt.layout_line[\"line-cap\"]),\"line-join\":new Ti(Lt.layout_line[\"line-join\"]),\"line-miter-limit\":new wi(Lt.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new wi(Lt.layout_line[\"line-round-limit\"]),\"line-sort-key\":new Ti(Lt.layout_line[\"line-sort-key\"])}),Ys={paint:new Si({\"line-opacity\":new Ti(Lt.paint_line[\"line-opacity\"]),\"line-color\":new Ti(Lt.paint_line[\"line-color\"]),\"line-translate\":new wi(Lt.paint_line[\"line-translate\"]),\"line-translate-anchor\":new wi(Lt.paint_line[\"line-translate-anchor\"]),\"line-width\":new Ti(Lt.paint_line[\"line-width\"]),\"line-gap-width\":new Ti(Lt.paint_line[\"line-gap-width\"]),\"line-offset\":new Ti(Lt.paint_line[\"line-offset\"]),\"line-blur\":new Ti(Lt.paint_line[\"line-blur\"]),\"line-dasharray\":new Ai(Lt.paint_line[\"line-dasharray\"]),\"line-pattern\":new ki(Lt.paint_line[\"line-pattern\"]),\"line-gradient\":new Mi(Lt.paint_line[\"line-gradient\"])}),layout:Gs},Ws=new(function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new pi(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=u({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Ti))(Ys.paint.properties[\"line-width\"].specification);Ws.useIntegerZoom=!0;var Xs=function(t){function e(e){t.call(this,e,Ys)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){var 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o=t[a],s=[],l=0;l<o.length;l++){var c=o[l-1],u=o[l],f=o[l+1],h=0===l?n:u.sub(c)._unit()._perp(),p=l===o.length-1?n:f.sub(u)._unit()._perp(),d=h._add(p)._unit(),g=d.x*p.x+d.y*p.y;d._mult(1/g),s.push(d._mult(e)._add(u))}r.push(s)}return r}(n,u*s)),function(t,e,r){for(var n=0;n<e.length;n++){var i=e[n];if(t.length>=3)for(var a=0;a<i.length;a++)if(io(t,i[a]))return!0;if(Qa(t,i,r))return!0}return!1}(l,n,c)},e.prototype.isTileClipped=function(){return!0},e}(Ei);function Zs(t,e){return e>0?e+2*t:t}var 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nl=function(t,e,r,n,i){var a,o,s=8*i-n-1,l=(1<<s)-1,c=l>>1,u=-7,f=r?i-1:0,h=r?-1:1,p=t[e+f];for(f+=h,a=p&(1<<-u)-1,p>>=-u,u+=s;u>0;a=256*a+t[e+f],f+=h,u-=8);for(o=a&(1<<-u)-1,a>>=-u,u+=n;u>0;o=256*o+t[e+f],f+=h,u-=8);if(0===a)a=1-c;else{if(a===l)return o?NaN:1/0*(p?-1:1);o+=Math.pow(2,n),a-=c}return(p?-1:1)*o*Math.pow(2,a-n)},il=function(t,e,r,n,i,a){var o,s,l,c=8*a-i-1,u=(1<<c)-1,f=u>>1,h=23===i?Math.pow(2,-24)-Math.pow(2,-77):0,p=n?0:a-1,d=n?1:-1,g=e<0||0===e&&1/e<0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=u):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))<1&&(o--,l*=2),(e+=o+f>=1?h/l:h*Math.pow(2,1-f))*l>=2&&(o++,l/=2),o+f>=u?(s=0,o=u):o+f>=1?(s=(e*l-1)*Math.pow(2,i),o+=f):(s=e*Math.pow(2,f-1)*Math.pow(2,i),o=0));i>=8;t[r+p]=255&s,p+=d,s/=256,i-=8);for(o=o<<i|s,c+=i;c>0;t[r+p]=255&o,p+=d,o/=256,c-=8);t[r+p-d]|=128*g},al=ol;function ol(t){this.buf=ArrayBuffer.isView&&ArrayBuffer.isView(t)?t:new 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e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed32());return t},readPackedFixed64:function(t){if(this.type!==ol.Bytes)return t.push(this.readFixed64());var e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readFixed64());return t},readPackedSFixed64:function(t){if(this.type!==ol.Bytes)return t.push(this.readSFixed64());var e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed64());return t},skip:function(t){var e=7&t;if(e===ol.Varint)for(;this.buf[this.pos++]>127;);else if(e===ol.Bytes)this.pos=this.readVarint()+this.pos;else if(e===ol.Fixed32)this.pos+=4;else{if(e!==ol.Fixed64)throw new Error(\"Unimplemented type: \"+e);this.pos+=8}},writeTag:function(t,e){this.writeVarint(t<<3|e)},realloc:function(t){for(var e=this.length||16;e<this.pos+t;)e*=2;if(e!==this.length){var r=new Uint8Array(e);r.set(this.buf),this.buf=r,this.length=e}},finish:function(){return 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r=(7&t)<<4;if(e.buf[e.pos++]|=r|((t>>>=3)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;e.buf[e.pos++]=127&t}(n,e)}(t,this):(this.realloc(4),this.buf[this.pos++]=127&t|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=t>>>7&127))))},writeSVarint:function(t){this.writeVarint(t<0?2*-t-1:2*t)},writeBoolean:function(t){this.writeVarint(Boolean(t))},writeString:function(t){t=String(t),this.realloc(4*t.length),this.pos++;var e=this.pos;this.pos=function(t,e,r){for(var n,i,a=0;a<e.length;a++){if((n=e.charCodeAt(a))>55295&&n<57344){if(!i){n>56319||a+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):i=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,i=n;continue}n=i-55296<<10|n-56320|65536,i=null}else i&&(t[r++]=239,t[r++]=191,t[r++]=189,i=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&ul(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),il(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),il(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&ul(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,ol.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,fl,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,hl,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,gl,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,pl,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,dl,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,ml,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,vl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,yl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,xl,e)},writeBytesField:function(t,e){this.writeTag(t,ol.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,ol.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,ol.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,ol.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,ol.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,ol.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,ol.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,ol.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,ol.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,ol.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};function Tl(t,e,r){1===t&&r.readMessage(kl,e)}function kl(t,e,r){if(3===t){var n=r.readMessage(Al,{}),i=n.id,a=n.bitmap,o=n.width,s=n.height,l=n.left,c=n.top,u=n.advance;e.push({id:i,bitmap:new So({width:o+6,height:s+6},a),metrics:{width:o,height:s,left:l,top:c,advance:u}})}}function Al(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}function Ml(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,c=0,u=t;c<u.length;c+=1)for(var f=u[c],h=o.length-1;h>=0;h--){var p=o[h];if(!(f.w>p.w||f.h>p.h)){if(f.x=p.x,f.y=p.y,l=Math.max(l,f.y+f.h),s=Math.max(s,f.x+f.w),f.w===p.w&&f.h===p.h){var d=o.pop();h<o.length&&(o[h]=d)}else 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Eo({width:o||1,height:s||1});for(var c in t){var u=t[c],f=r[c].paddedRect;Eo.copy(u.data,l,{x:0,y:0},{x:f.x+1,y:f.y+1},u.data)}for(var h in e){var p=e[h],d=n[h].paddedRect,g=d.x+1,m=d.y+1,v=p.data.width,y=p.data.height;Eo.copy(p.data,l,{x:0,y:0},{x:g,y:m},p.data),Eo.copy(p.data,l,{x:0,y:y-1},{x:g,y:m-1},{width:v,height:1}),Eo.copy(p.data,l,{x:0,y:0},{x:g,y:m+y},{width:v,height:1}),Eo.copy(p.data,l,{x:v-1,y:0},{x:g-1,y:m},{width:1,height:y}),Eo.copy(p.data,l,{x:0,y:0},{x:g+v,y:m},{width:1,height:y})}this.image=l,this.iconPositions=r,this.patternPositions=n};Ll.prototype.addImages=function(t,e,r){for(var n in t){var i=t[n],a={x:0,y:0,w:i.data.width+2,h:i.data.height+2};r.push(a),e[n]=new Sl(a,i),i.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},Ll.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},Ll.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,i=n[0],a=n[1];r.update(e.data,void 0,{x:i,y:a})}},Nn(\"ImagePosition\",Sl),Nn(\"ImageAtlas\",Ll);var Cl={horizontal:1,vertical:2,horizontalOnly:3};var Pl=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};Pl.forText=function(t,e){var r=new Pl;return r.scale=t||1,r.fontStack=e,r},Pl.forImage=function(t){var e=new Pl;return e.imageName=t,e};var Il=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function Ol(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g){var m,v=Il.fromFeature(t,i);f===Cl.vertical&&v.verticalizePunctuation();var y=hi.processBidirectionalText,x=hi.processStyledBidirectionalText;if(y&&1===v.sections.length){m=[];for(var b=0,_=y(v.toString(),jl(v,c,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new Il;T.text=w,T.sections=v.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);m.push(T)}}else if(x){m=[];for(var A=0,M=x(v.text,v.sectionIndex,jl(v,c,a,e,n,p,d));A<M.length;A+=1){var S=M[A],E=new Il;E.text=S[0],E.sectionIndex=S[1],E.sections=v.sections,m.push(E)}}else m=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(v,jl(v,c,a,e,n,p,d));var L=[],C={positionedLines:L,text:v.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=0,p=-17,d=0,g=0,m=\"right\"===s?1:\"left\"===s?0:.5,v=0,y=0,x=i;y<x.length;y+=1){var b=x[y];b.trim();var _=b.getMaxScale(),w=24*(_-1),T={positionedGlyphs:[],lineOffset:0};t.positionedLines[v]=T;var k=T.positionedGlyphs,A=0;if(b.length()){for(var M=0;M<b.length();M++){var S=b.getSection(M),E=b.getSectionIndex(M),L=b.getCharCode(M),C=0,P=null,I=null,O=null,z=24,D=!(l===Cl.horizontal||!u&&!Zn(L)||u&&(zl[L]||(Y=L,Yn.Arabic(Y)||Yn[\"Arabic Supplement\"](Y)||Yn[\"Arabic Extended-A\"](Y)||Yn[\"Arabic Presentation Forms-A\"](Y)||Yn[\"Arabic Presentation Forms-B\"](Y))));if(S.imageName){var R=n[S.imageName];if(!R)continue;O=S.imageName,t.iconsInText=t.iconsInText||!0,I=R.paddedRect;var F=R.displaySize;S.scale=24*S.scale/f,P={width:F[0],height:F[1],left:1,top:-3,advance:D?F[1]:F[0]};var B=24-F[1]*S.scale;C=w+B,z=P.advance;var N=D?F[0]*S.scale-24*_:F[1]*S.scale-24*_;N>0&&N>A&&(A=N)}else{var j=r[S.fontStack],U=j&&j[L];if(U&&U.rect)I=U.rect,P=U.metrics;else{var V=e[S.fontStack],H=V&&V[L];if(!H)continue;P=H.metrics}C=24*(_-S.scale)}D?(t.verticalizable=!0,k.push({glyph:L,imageName:O,x:h,y:p+C,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),h+=z*S.scale+c):(k.push({glyph:L,imageName:O,x:h,y:p+C,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),h+=P.advance*S.scale+c)}if(0!==k.length){var q=h-c;d=Math.max(q,d),Vl(k,0,k.length-1,m,A)}h=0;var G=a*_+A;T.lineOffset=Math.max(A,w),p+=G,g=Math.max(G,g),++v}else p+=a,++v}var Y;var W=p- -17,X=Ul(o),Z=X.horizontalAlign,J=X.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var c=(e-r)*i,u=0;u=a!==o?-s*n- -17:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=h[f],d=0,g=p.positionedGlyphs;d<g.length;d+=1){var m=g[d];m.x+=c,m.y+=u}})(t.positionedLines,m,Z,J,d,g,a,W,i.length),t.top+=-J*W,t.bottom=t.top+W,t.left+=-Z*d,t.right=t.left+d}(C,e,r,n,m,o,s,l,f,c,h,g),!function(t){for(var e=0,r=t;e<r.length;e+=1){if(0!==r[e].positionedGlyphs.length)return!1}return!0}(L)&&C}Il.fromFeature=function(t,e){for(var r=new Il,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},Il.prototype.length=function(){return this.text.length},Il.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},Il.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},Il.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},Il.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;(!n||!Jn(n)||rl[t[r+1]])&&(!i||!Jn(i)||rl[t[r-1]])&&rl[t[r]]?e+=rl[t[r]]:e+=t[r]}return e}(this.text)},Il.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&zl[this.text.charCodeAt(e)];e++)t++;for(var 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e=this.data,r=this.compare,n=this.length>>1,i=e[t];t<n;){var a=1+(t<<1),o=e[a],s=a+1;if(s<this.length&&r(e[s],o)<0&&(a=s,o=e[s]),r(o,i)>=0)break;e[t]=o,t=a}e[t]=i};var pc=Number.POSITIVE_INFINITY;function dc(t,e){return e[1]!==pc?function(t,e,r){var n=0,i=0;switch(e=Math.abs(e),r=Math.abs(r),t){case\"top-right\":case\"top-left\":case\"top\":i=r-7;break;case\"bottom-right\":case\"bottom-left\":case\"bottom\":i=7-r}switch(t){case\"top-right\":case\"bottom-right\":case\"right\":n=-e;break;case\"top-left\":case\"bottom-left\":case\"left\":n=e}return[n,i]}(t,e[0],e[1]):function(t,e){var r=0,n=0;e<0&&(e=0);var i=e/Math.sqrt(2);switch(t){case\"top-right\":case\"top-left\":n=i-7;break;case\"bottom-right\":case\"bottom-left\":n=7-i;break;case\"bottom\":n=7-e;break;case\"top\":n=e-7}switch(t){case\"top-right\":case\"bottom-right\":r=-i;break;case\"top-left\":case\"bottom-left\":r=i;break;case\"left\":r=e;break;case\"right\":r=-e}return[r,n]}(t,e[0])}function gc(t){switch(t){case\"right\":case\"top-right\":case\"bottom-right\":return\"right\";case\"left\":case\"top-left\":case\"bottom-left\":return\"left\"}return\"center\"}function mc(t,e,r,n,a,o,s,l,c,u,f,h,p,d,g){var m=function(t,e,r,n,a,o,s,l){for(var c=n.layout.get(\"text-rotate\").evaluate(o,{})*Math.PI/180,u=[],f=0,h=e.positionedLines;f<h.length;f+=1)for(var p=h[f],d=0,g=p.positionedGlyphs;d<g.length;d+=1){var m=g[d];if(m.rect){var v=m.rect||{},y=4,x=!0,b=1,_=0,w=(a||l)&&m.vertical,T=m.metrics.advance*m.scale/2;if(l&&e.verticalizable){var k=24*(m.scale-1),A=(24-m.metrics.width*m.scale)/2;_=p.lineOffset/2-(m.imageName?-A:k)}if(m.imageName){var M=s[m.imageName];x=M.sdf,y=1/(b=M.pixelRatio)}var S=a?[m.x+T,m.y]:[0,0],E=a?[0,0]:[m.x+T+r[0],m.y+r[1]-_],L=[0,0];w&&(L=E,E=[0,0]);var C=(m.metrics.left-y)*m.scale-T+E[0],P=(-m.metrics.top-y)*m.scale+E[1],I=C+v.w*m.scale/b,O=P+v.h*m.scale/b,z=new i(C,P),D=new i(I,P),R=new i(C,O),F=new i(I,O);if(w){var B=new i(-T,T- -17),N=-Math.PI/2,j=12-T,U=m.imageName?j:0,V=new i(22-j,-U),H=new(Function.prototype.bind.apply(i,[null].concat(L)));z._rotateAround(N,B)._add(V)._add(H),D._rotateAround(N,B)._add(V)._add(H),R._rotateAround(N,B)._add(V)._add(H),F._rotateAround(N,B)._add(V)._add(H)}if(c){var q=Math.sin(c),G=Math.cos(c),Y=[G,-q,q,G];z._matMult(Y),D._matMult(Y),R._matMult(Y),F._matMult(Y)}var W=new i(0,0),X=new i(0,0);u.push({tl:z,tr:D,bl:R,br:F,tex:v,writingMode:e.writingMode,glyphOffset:S,sectionIndex:m.sectionIndex,isSDF:x,pixelOffsetTL:W,pixelOffsetBR:X,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,a,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;\"source\"===v.kind?(y=[128*a.layout.get(\"text-size\").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. Reduce your \"text-size\".'):\"composite\"===v.kind&&((y=[128*d.compositeTextSizes[0].evaluate(s,{},g),128*d.compositeTextSizes[1].evaluate(s,{},g)])[0]>32640||y[1]>32640)&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. Reduce your \"text-size\".'),t.addSymbols(t.text,m,y,l,o,s,u,e,c.lineStartIndex,c.lineLength,p,g);for(var x=0,b=f;x<b.length;x+=1){h[b[x]]=t.text.placedSymbolArray.length-1}return 4*m.length}function vc(t){for(var e in t)return t[e];return null}function yc(t,e,r,n){var i=t.compareText;if(e in i){for(var a=i[e],o=a.length-1;o>=0;o--)if(n.dist(a[o])<r)return!0}else i[e]=[];return i[e].push(n),!1}var xc=Ls.VectorTileFeature.types,bc=[{name:\"a_fade_opacity\",components:1,type:\"Uint8\",offset:0}];function _c(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=s?Math.min(32640,Math.round(s[0])):0,d=s?Math.min(32640,Math.round(s[1])):0;t.emplaceBack(e,r,Math.round(32*n),Math.round(32*i),a,o,(p<<1)+(l?1:0),d,16*c,16*u,256*f,256*h)}function wc(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}function Tc(t){for(var e=0,r=t.sections;e<r.length;e+=1){if($n(r[e].text))return!0}return!1}var kc=function(t){this.layoutVertexArray=new Ni,this.indexArray=new Yi,this.programConfigurations=t,this.segments=new pa,this.dynamicLayoutVertexArray=new ji,this.opacityVertexArray=new Ui,this.placedSymbolArray=new aa};kc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},kc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Js.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Ks.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,bc,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},kc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Nn(\"SymbolBuffers\",kc);var Ac=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new pa,this.collisionVertexArray=new Gi};Ac.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Qs.members,!0)},Ac.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Nn(\"CollisionBuffers\",Ac);var Mc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=ho([]),this.placementViewportMatrix=ho([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Gl(this.zoom,e[\"text-size\"]),this.iconSizeData=Gl(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1);var a=\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return Cl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};Mc.prototype.createArrays=function(){this.text=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new la,this.lineVertexArray=new ca,this.symbolInstances=new sa},Mc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=rl[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},Mc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof ne&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=i.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new pi(this.zoom),g=0,m=t;g<m.length;g+=1){var v=m[g],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Ya(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Ya(y));var k=void 0;if(l){var A=n.getValueAndResolveTokens(\"text-field\",T,r,p),M=ne.factory(A);Tc(M)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===ui()||this.hasRTLText&&hi.isParsed())&&(k=el(M,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ie?E:ie.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Ya(y),properties:y.properties,type:xc[y.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(\",\"),I=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(Cl.vertical)>=0;for(var O=0,z=k.sections;O<z.length;O+=1){var D=z[O];if(D.image)f[D.image.name]=!0;else{var R=Wn(k.toString()),F=D.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(D.text,B,I,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],f=u.geometry,h=u.text?u.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var g=s(p,d,f),m=o(p,d,n[g].geometry);delete e[p],delete r[d],r[l(h,n[m].geometry,!0)]=m,n[g].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(c),e[p]=i-1,r[d]=i-1)}else a(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},Mc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},Mc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},Mc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},Mc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},Mc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},Mc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},Mc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=a[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},Mc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),g=this.glyphOffsetArray.length,m=d.vertexLength,v=this.allowVerticalPlacement&&o===Cl.vertical?Math.PI/2:0,y=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,I=b.sectionIndex,O=d.vertexLength,z=C[1];_c(p,s.x,s.y,_.x,z+_.y,A.x,A.y,r,P,M.x,M.y,E,L),_c(p,s.x,s.y,w.x,z+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),_c(p,s.x,s.y,T.x,z+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),_c(p,s.x,s.y,k.x,z+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),wc(t.dynamicLayoutVertexArray,s,v),h.emplaceBack(O,O+1,O+2),h.emplaceBack(O+1,O+2,O+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&I===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,y&&y[I])}t.placedSymbolArray.emplaceBack(s.x,s.y,g,this.glyphOffsetArray.length-g,m,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},Mc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},Mc.prototype.addCollisionDebugVertices=function(t,e,r,n,a,o,s){var l=a.segments.prepareSegment(4,a.layoutVertexArray,a.indexArray),c=l.vertexLength,u=a.layoutVertexArray,f=a.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,f,o,h,p,new i(t,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,n)),this._addCollisionDebugVertex(u,f,o,h,p,new i(t,n)),l.vertexLength+=4;var d=a.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},Mc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,c=a.y2;this.addCollisionDebugVertices(o,s,l,c,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},Mc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new Ac(Hi,$s.members,Qi),this.iconCollisionBox=new Ac(Hi,$s.members,Qi);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},Mc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var c={},u=e;u<r;u++){var f=t.get(u);c.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},c.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var g=t.get(d);c.iconBox={x1:g.x1,y1:g.y1,x2:g.x2,y2:g.y2,anchorPointX:g.anchorPointX,anchorPointY:g.anchorPointY},c.iconFeatureIndex=g.featureIndex;break}for(var m=s;m<l;m++){var v=t.get(m);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},Mc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},Mc.prototype.hasTextData=function(){return this.text.segments.get().length>0},Mc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},Mc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},Mc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},Mc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},Mc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},Mc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},Mc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},Mc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Nn(\"SymbolBucket\",Mc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),Mc.MAX_GLYPHS=65535,Mc.addDynamicAttributes=wc;var Sc=new Si({\"symbol-placement\":new wi(Lt.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new wi(Lt.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new wi(Lt.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new Ti(Lt.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new wi(Lt.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new wi(Lt.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new wi(Lt.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new wi(Lt.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new wi(Lt.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new Ti(Lt.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new wi(Lt.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new wi(Lt.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new Ti(Lt.layout_symbol[\"icon-image\"]),\"icon-rotate\":new Ti(Lt.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new wi(Lt.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new wi(Lt.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new Ti(Lt.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new Ti(Lt.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new wi(Lt.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new wi(Lt.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new wi(Lt.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new Ti(Lt.layout_symbol[\"text-field\"]),\"text-font\":new Ti(Lt.layout_symbol[\"text-font\"]),\"text-size\":new Ti(Lt.layout_symbol[\"text-size\"]),\"text-max-width\":new Ti(Lt.layout_symbol[\"text-max-width\"]),\"text-line-height\":new wi(Lt.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new Ti(Lt.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new Ti(Lt.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new Ti(Lt.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new wi(Lt.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new Ti(Lt.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new wi(Lt.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new wi(Lt.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new Ti(Lt.layout_symbol[\"text-rotate\"]),\"text-padding\":new wi(Lt.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new wi(Lt.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new Ti(Lt.layout_symbol[\"text-transform\"]),\"text-offset\":new Ti(Lt.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new wi(Lt.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new wi(Lt.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new wi(Lt.layout_symbol[\"text-optional\"])}),Ec={paint:new Si({\"icon-opacity\":new Ti(Lt.paint_symbol[\"icon-opacity\"]),\"icon-color\":new Ti(Lt.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new Ti(Lt.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new Ti(Lt.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new Ti(Lt.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new wi(Lt.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new wi(Lt.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new Ti(Lt.paint_symbol[\"text-opacity\"]),\"text-color\":new Ti(Lt.paint_symbol[\"text-color\"],{runtimeType:Ut,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new Ti(Lt.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new Ti(Lt.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new Ti(Lt.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new wi(Lt.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new wi(Lt.paint_symbol[\"text-translate-anchor\"])}),layout:Sc},Lc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ft,this.defaultValue=t};Lc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},Lc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},Lc.prototype.outputDefined=function(){return!1},Lc.prototype.serialize=function(){return null},Nn(\"FormatSectionOverride\",Lc,{omit:[\"defaultValue\"]});var Cc=function(t){function e(e){t.call(this,e,Ec)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||Yr(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new Mc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=Ec.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i=this.paint.get(n),a=new Lc(i),o=new Gr(a,i.property.specification),s=null;s=\"constant\"===i.value.kind||\"source\"===i.value.kind?new Xr(\"source\",o):new Zr(\"composite\",o,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new bi(i.property,s,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=Ec.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof ne)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!i)if(t instanceof ce&&se(t.value)===Gt){var e=t.value;a(e.sections)}else t instanceof pe?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Ei),Pc={paint:new Si({\"background-color\":new wi(Lt.paint_background[\"background-color\"]),\"background-pattern\":new Ai(Lt.paint_background[\"background-pattern\"]),\"background-opacity\":new wi(Lt.paint_background[\"background-opacity\"])})},Ic=function(t){function e(e){t.call(this,e,Pc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei),Oc={paint:new Si({\"raster-opacity\":new wi(Lt.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new wi(Lt.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new wi(Lt.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new wi(Lt.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new wi(Lt.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new wi(Lt.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new wi(Lt.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new wi(Lt.paint_raster[\"raster-fade-duration\"])})},zc=function(t){function e(e){t.call(this,e,Oc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei);var Dc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Ei),Rc={circle:_o,heatmap:Po,hillshade:Oo,fill:xs,\"fill-extrusion\":Fs,line:Xs,symbol:Cc,background:Ic,raster:zc};var Fc=self.HTMLImageElement,Bc=self.HTMLCanvasElement,Nc=self.HTMLVideoElement,jc=self.ImageData,Uc=self.ImageBitmap,Vc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Vc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Vc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Vc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Vc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Hc=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Hc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Hc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var qc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new Hc(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=k()?t:self};function Gc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}qc.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:Hn(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},qc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},qc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},qc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(qn(e.error)):n(null,qn(e.data)))}else{var i=!1,a=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?Hn(e):null,data:Hn(n,a)},a)}:function(t){i=!0},s=null,l=qn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},qc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Yc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Yc.prototype.setNorthEast=function(t){return this._ne=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.setSouthWest=function(t){return this._sw=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Wc)e=t,r=t;else{if(!(t instanceof Yc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Yc.convert(a))}var o=t;return this.extend(Wc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Wc(e.lng,e.lat),this._ne=new Wc(r.lng,r.lat)),this},Yc.prototype.getCenter=function(){return new Wc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Yc.prototype.getSouthWest=function(){return this._sw},Yc.prototype.getNorthEast=function(){return this._ne},Yc.prototype.getNorthWest=function(){return new Wc(this.getWest(),this.getNorth())},Yc.prototype.getSouthEast=function(){return new Wc(this.getEast(),this.getSouth())},Yc.prototype.getWest=function(){return this._sw.lng},Yc.prototype.getSouth=function(){return this._sw.lat},Yc.prototype.getEast=function(){return this._ne.lng},Yc.prototype.getNorth=function(){return this._ne.lat},Yc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Yc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Yc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Yc.prototype.contains=function(t){var e=Wc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Yc.convert=function(t){return!t||t instanceof Yc?t:new Yc(t)};var Wc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Wc.prototype.wrap=function(){return new Wc(c(this.lng,-180,180),this.lat)},Wc.prototype.toArray=function(){return[this.lng,this.lat]},Wc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Wc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(i,1))},Wc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Yc(new Wc(this.lng-r,this.lat-e),new Wc(this.lng+r,this.lat+e))},Wc.convert=function(t){if(t instanceof Wc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Wc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Wc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Xc=2*Math.PI*6371008.8;function Zc(t){return Xc*Math.cos(t*Math.PI/180)}function Jc(t){return(180+t)/360}function Kc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Qc(t,e){return t/Zc(e)}function $c(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var tu=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};tu.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Wc.convert(t);return new tu(Jc(r.lng),Kc(r.lat),Qc(e,r.lat))},tu.prototype.toLngLat=function(){return new Wc(360*this.x-180,$c(this.y))},tu.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Zc($c(e));var t,e},tu.prototype.meterInMercatorCoordinateUnits=function(){return 1/Xc*(t=$c(this.y),1/Math.cos(t*Math.PI/180));var t};var eu=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=iu(0,t,t,e,r)};eu.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},eu.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Gc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Gc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},eu.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new i(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},eu.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var ru=function(t,e){this.wrap=t,this.canonical=e,this.key=iu(t,e.z,e.z,e.x,e.y)},nu=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new eu(r,+n,+i),this.key=iu(e,t,r,n,i)};function iu(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}nu.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},nu.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new nu(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new nu(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},nu.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?iu(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):iu(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},nu.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},nu.prototype.children=function(t){if(this.overscaledZ>=t)return[new nu(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new nu(e,this.wrap,e,r,n),new nu(e,this.wrap,e,r+1,n),new nu(e,this.wrap,e,r,n+1),new nu(e,this.wrap,e,r+1,n+1)]},nu.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},nu.prototype.wrapped=function(){return new nu(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.unwrapTo=function(t){return new nu(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},nu.prototype.toUnwrapped=function(){return new ru(this.wrap,this.canonical)},nu.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},nu.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new tu(t.x-this.wrap,t.y))},Nn(\"CanonicalTileID\",eu),Nn(\"OverscaledTileID\",nu,{omit:[\"posMatrix\"]});var au=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return _('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};au.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},au.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},au.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},au.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},au.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},au.prototype.getPixels=function(){return new Eo({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},au.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,c=a;c<o;c++)for(var u=n;u<i;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Nn(\"DEMData\",au);var ou=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};ou.prototype.encode=function(t){return this._stringToNumber[t]},ou.prototype.decode=function(t){return this._numberToString[t]};var su=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},lu={geometry:{configurable:!0}};lu.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},lu.geometry.set=function(t){this._geometry=t},su.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(su.prototype,lu);var cu=function(){this.state={},this.stateChanges={},this.deletedStates={}};cu.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r){this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]}},cu.prototype.removeFeatureState=function(t,e,r){if(!(null===this.deletedStates[t])){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e){if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null}else this.deletedStates[t]=null}},cu.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=u({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},cu.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},cu.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),u(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var f=0,h=Object.keys(this.deletedStates[o][c]);f<h.length;f+=1){var p=h[f];delete this.state[o][c][p]}s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t){t[d].setFeatureState(r,e)}};var uu=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new zn(8192,16,0),this.grid3D=new zn(8192,16,0),this.featureIndexArray=new fa,this.promoteId=e};function fu(t,e,r,n,i){return v(t,(function(t,a){var o=e instanceof _i?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function hu(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function pu(t,e){return e-t}uu.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],f=0;f<c.length;f++){var h=c[f];u[0]=Math.min(u[0],h.x),u[1]=Math.min(u[1],h.y),u[2]=Math.max(u[2],h.x),u[3]=Math.max(u[3],h.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},uu.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new Ls.VectorTile(new al(this.rawTileData)).layers,this.sourceLayerCoder=new ou(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},uu.prototype.query=function(t,e,r,n){var a=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=sn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,f=hu(c),h=this.grid.query(f.minX-u,f.minY-u,f.maxX+u,f.maxY+u),p=hu(t.cameraQueryGeometry),d=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,a){return function(t,e,r,n,a){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&a>=l.y)return!0}var c=[new i(e,r),new i(e,a),new i(n,a),new i(n,r)];if(t.length>2)for(var u=0,f=c;u<f.length;u+=1){if(io(t,f[u]))return!0}for(var h=0;h<t.length-1;h++){if(ao(t[h],t[h+1],c))return!0}return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,a+u)})),g=0,m=d;g<m.length;g+=1){var v=m[g];h.push(v)}h.sort(pu);for(var y,x={},b=function(i){var u=h[i];if(u!==y){y=u;var f=a.featureIndexArray.get(u),p=null;a.loadMatchingFeature(x,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Ya(e)),r.queryIntersectsFeature(c,e,n,p,a.z,t.transform,s,t.pixelPosMatrix)}))}},_=0;_<h.length;_++)b(_);return x},uu.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,c,u){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new pi(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),g=0;g<f.length;g++){var m=f[g];if(!(a&&a.indexOf(m)<0)){var v=s[m];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||\"_geojsonTileLayer\",d));var x=l[m];x.paint=fu(x.paint,v.paint,p,y,o),x.layout=fu(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new su(p,this.z,this.x,this.y,d);_.layer=x;var w=t[m];void 0===w&&(w=t[m]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},uu.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var c=sn(i),u=0,f=t;u<f.length;u+=1){var h=f[u];this.loadMatchingFeature(l,r,n,h,c,a,o,s,e)}return l},uu.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1){if(t===i[n])return!0}return!1},uu.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];\"boolean\"==typeof(r=t.properties[n])&&(r=Number(r))}return r},Nn(\"FeatureIndex\",uu,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var du=function(t,e){this.tileID=t,this.uid=h(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};du.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},du.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},du.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof Mc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof Mc&&o.hasRTLText){this.hasRTLText=!0,hi.isLoading()||hi.isLoaded()||\"deferred\"!==ui()||fi();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new na},du.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},du.prototype.getBucket=function(t){return this.buckets[t.id]},du.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Vc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Vc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},du.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},du.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},du.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=sn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,f={z:l,x:c,y:u},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new pi(this.tileID.overscaledZ),p)){var d=r.getId(p,i),g=new su(p,l,c,u,d);g.tile=f,t.push(g)}}}},du.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},du.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},du.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=A(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},du.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},du.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},du.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},du.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},du.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},du.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},du.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){r[i[n]]=!0}this.dependencies[t]=r},du.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1){if(a[s[o]])return!0}}return!1};var 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r},t.makeRequest=yt,t.mapObject=v,t.mercatorXfromLng=Jc,t.mercatorYfromLat=Kc,t.mercatorZfromAltitude=Qc,t.mul=go,t.multiply=po,t.mvt=Ls,t.normalize=function(t,e){var r=e[0],n=e[1],i=e[2],a=r*r+n*n+i*i;return a>0&&(a=1/Math.sqrt(a)),t[0]=e[0]*a,t[1]=e[1]*a,t[2]=e[2]*a,t},t.number=qe,t.offscreenCanvasSupported=pt,t.ortho=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t},t.parseGlyphPBF=function(t){return new al(t).readFields(Tl,[])},t.pbf=al,t.performSymbolLayout=function(t,e,r,n,i,a,o){t.createArrays();var s=512*t.overscaling;t.tilePixelRatio=8192/s,t.compareText={},t.iconsNeedLinear=!1;var l=t.layers[0].layout,c=t.layers[0]._unevaluatedLayout._values,u={};if(\"composite\"===t.textSizeData.kind){var f=t.textSizeData,h=f.minZoom,p=f.maxZoom;u.compositeTextSizes=[c[\"text-size\"].possiblyEvaluate(new 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m=(c+1)%2;(0===c?r-i<=d:n-i<=g)&&(o.push(f),o.push(p-1),o.push(m)),(0===c?r+i>=d:n+i>=g)&&(o.push(p+1),o.push(u),o.push(m))}}return s}(this.ids,this.coords,t,e,r,this.nodeSize)};var j={minZoom:0,maxZoom:16,radius:40,extent:512,nodeSize:64,log:!1,generateId:!1,reduce:null,map:function(t){return t}},U=function(t){this.options=X(Object.create(j),t),this.trees=new Array(this.options.maxZoom+1)};function V(t,e,r,n,i){return{x:t,y:e,zoom:1/0,id:r,parentId:-1,numPoints:n,properties:i}}function H(t,e){var r=t.geometry.coordinates,n=r[0],i=r[1];return{x:Y(n),y:W(i),zoom:1/0,index:e,parentId:-1}}function q(t){return{type:\"Feature\",id:t.id,properties:G(t),geometry:{type:\"Point\",coordinates:[(n=t.x,360*(n-.5)),(e=t.y,r=(180-360*e)*Math.PI/180,360*Math.atan(Math.exp(r))/Math.PI-90)]}};var e,r,n}function G(t){var e=t.numPoints,r=e>=1e4?Math.round(e/1e3)+\"k\":e>=1e3?Math.round(e/100)/10+\"k\":e;return 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r=0;r<e.length;r+=3)t.minX=Math.min(t.minX,e[r]),t.minY=Math.min(t.minY,e[r+1]),t.maxX=Math.max(t.maxX,e[r]),t.maxY=Math.max(t.maxY,e[r+1])}function tt(t,e,r,n){if(e.geometry){var i=e.geometry.coordinates,a=e.geometry.type,o=Math.pow(r.tolerance/((1<<r.maxZoom)*r.extent),2),s=[],l=e.id;if(r.promoteId?l=e.properties[r.promoteId]:r.generateId&&(l=n||0),\"Point\"===a)et(i,s);else if(\"MultiPoint\"===a)for(var c=0;c<i.length;c++)et(i[c],s);else if(\"LineString\"===a)rt(i,s,o,!1);else if(\"MultiLineString\"===a){if(r.lineMetrics){for(c=0;c<i.length;c++)s=[],rt(i[c],s,o,!1),t.push(Q(l,\"LineString\",s,e.properties));return}nt(i,s,o,!1)}else if(\"Polygon\"===a)nt(i,s,o,!0);else{if(\"MultiPolygon\"!==a){if(\"GeometryCollection\"===a){for(c=0;c<e.geometry.geometries.length;c++)tt(t,{id:l,geometry:e.geometry.geometries[c],properties:e.properties},r,n);return}throw new Error(\"Input data is not a valid GeoJSON object.\")}for(c=0;c<i.length;c++){var 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u=t[c],f=u.geometry,h=u.type,p=0===i?u.minX:u.minY,d=0===i?u.maxX:u.maxY;if(p>=r&&d<n)l.push(u);else if(!(d<r||p>=n)){var g=[];if(\"Point\"===h||\"MultiPoint\"===h)st(f,g,r,n,i);else if(\"LineString\"===h)lt(f,g,r,n,i,!1,s.lineMetrics);else if(\"MultiLineString\"===h)ut(f,g,r,n,i,!1);else if(\"Polygon\"===h)ut(f,g,r,n,i,!0);else if(\"MultiPolygon\"===h)for(var m=0;m<f.length;m++){var v=[];ut(f[m],v,r,n,i,!0),v.length&&g.push(v)}if(g.length){if(s.lineMetrics&&\"LineString\"===h){for(m=0;m<g.length;m++)l.push(Q(u.id,h,g[m],u.tags));continue}\"LineString\"!==h&&\"MultiLineString\"!==h||(1===g.length?(h=\"LineString\",g=g[0]):h=\"MultiLineString\"),\"Point\"!==h&&\"MultiPoint\"!==h||(h=3===g.length?\"Point\":\"MultiPoint\"),l.push(Q(u.id,h,g,u.tags))}}}return l.length?l:null}function st(t,e,r,n,i){for(var a=0;a<t.length;a+=3){var o=t[a+i];o>=r&&o<=n&&(e.push(t[a]),e.push(t[a+1]),e.push(t[a+2]))}}function lt(t,e,r,n,i,a,o){for(var 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r=[],n=0;n<t.length;n++){var i,a=t[n],o=a.type;if(\"Point\"===o||\"MultiPoint\"===o||\"LineString\"===o)i=gt(a.geometry,e);else if(\"MultiLineString\"===o||\"Polygon\"===o){i=[];for(var s=0;s<a.geometry.length;s++)i.push(gt(a.geometry[s],e))}else if(\"MultiPolygon\"===o)for(i=[],s=0;s<a.geometry.length;s++){for(var l=[],c=0;c<a.geometry[s].length;c++)l.push(gt(a.geometry[s][c],e));i.push(l)}r.push(Q(a.id,o,i,a.tags))}return r}function gt(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function mt(t,e){if(t.transformed)return t;var r,n,i,a=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(vt(c[n],c[n+1],e,a,o,s));else for(n=0;n<c.length;n++){var f=[];for(i=0;i<c[n].length;i+=2)f.push(vt(c[n][i],c[n][i+1],e,a,o,s));l.geometry.push(f)}}return t.transformed=!0,t}function 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u={},e.tags)u[f]=e.tags[f];u.mapbox_clip_start=i.start/i.size,u.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:u};null!==e.id&&(h.id=e.id),t.features.push(h)}}function bt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function _t(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)tt(r,t.features[n],e,n);else\"Feature\"===t.type?tt(r,t,e):tt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=ot(t,1,-1-r,r,0,-1,2,e),a=ot(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=ot(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=dt(i,1).concat(n)),a&&(n=n.concat(dt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function wt(t,e,r){return 32*((1<<t)*r+e)+t}function Tt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new m(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}U.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(H(t[l],l));this.trees[i+1]=new N(s,Z,J,a,Float32Array),r&&console.timeEnd(o);for(var c=i;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new N(s,Z,J,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},U.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,f=l.range(Y(r),W(a),Y(i),W(n));u<f.length;u+=1){var h=f[u],p=l.points[h];c.push(p.numPoints?q(p):this.points[p.index])}return c},U.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=i.within(a.x,a.y,o);l<c.length;l+=1){var u=c[l],f=i.points[u];f.parentId===t&&s.push(f.numPoints?q(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},U.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},U.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,c=(r+1+s)/i,u={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,c),n.points,e,r,i,u),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,c),n.points,i,r,i,u),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,c),n.points,-1,r,i,u),u.features.length?u:null},U.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},U.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},U.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:c?G(l):this.points[l.index].properties},f=void 0;c?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(u.id=f),a.features.push(u)}},U.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},U.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=i/(a*Math.pow(2,e)),l=0;l<t.length;l++){var c=t[l];if(!(c.zoom<=e)){c.zoom=e;for(var u=this.trees[e+1],f=u.within(c.x,c.y,s),h=c.numPoints||1,p=c.x*h,d=c.y*h,g=o&&h>1?this._map(c,!0):null,m=(l<<5)+(e+1)+this.points.length,v=0,y=f;v<y.length;v+=1){var x=y[v],b=u.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,h+=_,b.parentId=m,o&&(g||(g=this._map(c,!0)),o(g,this._map(b)))}}1===h?r.push(c):(c.parentId=m,r.push(V(p/h,d/h,m,h,g)))}}return r},U.prototype._getOriginId=function(t){return t-this.points.length>>5},U.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},U.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},_t.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},_t.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,f=wt(e,r,n),h=this.tiles[f];if(!h&&(c>1&&console.time(\"creation\"),h=this.tiles[f]=yt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){c>1&&console.time(\"clipping\");var g,m,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;g=m=v=y=null,x=ot(t,u,r-_,r+T,0,h.minX,h.maxX,l),b=ot(t,u,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(g=ot(x,u,n-_,n+T,1,h.minY,h.maxY,l),m=ot(x,u,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(v=ot(b,u,n-_,n+T,1,h.minY,h.maxY,l),y=ot(b,u,n+w,n+k,1,h.minY,h.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(g||[],e+1,2*r,2*n),s.push(m||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},_t.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=wt(t,e=(e%o+o)%o,r);if(this.tiles[s])return mt(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,f=r;!l&&c>0;)c--,u=Math.floor(u/2),f=Math.floor(f/2),l=this.tiles[wt(c,u,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,f,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?mt(this.tiles[s],i):null):null};var kt=function(e){function r(t,r,n,i){e.call(this,t,r,n,Tt),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));f(o,!0);try{e._geoJSONIndex=n.cluster?new U(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var f=u[c],h=n[f],p=h[0],d=h[1],g=t.createExpression(d),m=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",f]]:p);i[f]=g.value,a[f]=m.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new _t(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON 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t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),i=[],a=0;a<r.length;a++)i.push(new t.Point(r[a].clientX-n.left-e.clientLeft,r[a].clientY-n.top-e.clientTop));return i},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var h=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e],i=n.ids,a=n.callback;this._notify(i,a)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];if(a[0]<r||a[1]<a[0]||e<a[1])return!1;r=a[1]}return!0},r.prototype._validateContent=function(t,e){return!t||4===t.length&&(!(t[0]<0||e.data.width<t[0])&&(!(t[1]<0||e.data.height<t[1])&&(!(t[2]<0||e.data.width<t[2])&&(!(t[3]<0||e.data.height<t[3])&&(!(t[2]<t[0])&&!(t[3]<t[1]))))))},r.prototype.updateImage=function(t,e){var r=this.images[t];e.version=r.version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,i=t;n<i.length;n+=1){var a=i[n];this.images[a]||(r=!1)}this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:c,y:u-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c+h,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=m,d=m,g=1e20;function m(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function v(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function y(t,e,r,n,i){r[0]=0,n[0]=-g,n[1]=+g;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+g}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}m.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?g:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?g:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1){(0,o[i])(t,e)}delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var c=t[l];i=s*r,a=(s+=c)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=void 0,d=i/r*(n+1);if(l.isDash){var g=n-Math.abs(d);p=Math.sqrt(h*h+g*g)}else p=n-Math.sqrt(h*h+d*d);this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=l.isDash?h:-h;this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+a,this.actors.push(s)}};function A(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}k.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var M=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};M.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},M.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var S=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),C=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var c=i-r,u=a-n,f=Math.max(c,u),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var O=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),z=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var 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e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(_t),Tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(_t),kt=function(t,e,r,n){this.context=t,this.width=e,this.height=r;var i=t.gl,a=this.framebuffer=i.createFramebuffer();this.colorAttachment=new wt(t,a),n&&(this.depthAttachment=new Tt(t,a))};kt.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var At=function(t,e,r){this.func=t,this.mask=e,this.range=r};At.ReadOnly=!1,At.ReadWrite=!0,At.disabled=new At(519,At.ReadOnly,[0,1]);var Mt=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Mt.disabled=new Mt({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Lt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new q(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new Z(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new it(this),this.blendEquation=new at(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ft(this),this.bindFramebuffer=new ht(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new mt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Lt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Lt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Lt.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Lt.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Lt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Lt.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Lt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Lt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Lt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Lt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Lt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Lt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ct=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new D[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(It(this._source.type)){for(var c={},u={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],g=this._tiles[p];if(g&&!(g.fadeEndTime&&g.fadeEndTime<=t.browser.now())){var m=this.findLoadedParent(d,o);m&&(this._addTile(m.tileID),c[m.tileID.key]=m.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,a,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],f=this._addTile(u);n[u.key]=u,f.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],g=this._tiles[d.key];if(!g.hasData()){if(e+1>this._source.maxzoom){var m=d.children(this._source.maxzoom)[0],v=this.getTile(m);if(v&&v.hasData()){n[m.key]=m;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=g.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(g=this.getTile(_))&&x&&(g=this._addTile(_)),g&&(n[_.key]=_,x=g.wasRequested(),g.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,g=0,m=c;g<m.length;g+=1){var v=m[g];f=Math.min(f,v.x),h=Math.min(h,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=i._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,g=Math.pow(2,o.zoom-n.tileID.overscaledZ),m=r*n.queryPadding*t.EXTENT/n.tileSize/g,v=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-m<t.EXTENT&&v[0].y-m<t.EXTENT&&v[1].x+m>=0&&v[1].y+m>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:g})}}},x=0;x<u.length;x++)y(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(It(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles){this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\")}this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function Pt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function It(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function Ot(){return new t.window.Worker(Zi.workerUrl)}Ct.maxOverzooming=10,Ct.maxUnderzooming=3;var zt=\"mapboxgl_preloaded_worker_pool\",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new Ot);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[zt]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function Ht(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function qt(t,e,r,n){Ht(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Yt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Wt(t){return t.id}function Xt(t,e){return t[e.id]=e,t}function Zt(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Ht(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Gt(e,r,a)?n.push({command:Ut.setGeoJSONSourceData,args:[a,r[a].data]}):qt(a,r,n,i)):Vt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,c,u,f=(e=e||[]).map(Wt),h=r.map(Wt),p=e.reduce(Xt,{}),d=r.reduce(Xt,{}),g=f.slice(),m=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],g[g.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.lastIndexOf(o,g.length-a),1)):a++,c=g[g.length-i],n.push({command:Ut.addLayer,args:[d[o],c]}),g.splice(g.length-i,0,o),m[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!m[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=g[g.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ut.setStyle,args:[r]}]}return n}var Jt=function(t,e){this.reset(t,e)};Jt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Jt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Kt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Qt(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function $t(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function te(e,r){var n=[e.x,e.y,0,1];fe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ee(t,e){return.5+t/e*.5}function re(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ne(e,r,n,i,a,o,s,l){var c=i?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,g=n.transform.width/n.transform.height,m=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!m)ue(y.numGlyphs,h);else{m=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),re(x,f)){var b=x[3],_=ee(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(c,u,y),T=s?w/_:w*_,k=new t.Point(y.anchorX,y.anchorY),A=te(k,a).point,M={},S=oe(y,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,g);m=S.useVertical,(S.notEnoughRoom||m||S.needsFlipping&&oe(y,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,g).notEnoughRoom)&&ue(y.numGlyphs,h)}else ue(y.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function ie(t,e,r,n,i,a,o,s,l,c,u){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),g=e.getoffsetX(f-1),m=le(t*d,r,n,i,a,o,s.segment,h,p,l,c,u);if(!m)return null;var v=le(t*g,r,n,i,a,o,s.segment,h,p,l,c,u);return v?{first:m,last:v}:null}function ae(e,r,n,i){if(e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i)return{useVertical:!0};return(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function oe(e,r,n,i,a,o,s,l,c,u,f,h,p,d){var g,m=r/24,v=e.lineOffsetX*m,y=e.lineOffsetY*m;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ie(m,l,v,y,n,f,h,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=te(w.first.point,s).point,k=te(w.last.point,s).point;if(i&&!n){var A=ae(e.writingMode,T,k,d);if(A)return A}g=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)g.push(le(m*l.getoffsetX(M),v,y,n,f,h,e.segment,b,_,c,o,p));g.push(w.last)}else{if(i&&!n){var S=te(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(c.getx(E),c.gety(E)),C=te(L,a),P=C.signedDistanceFromCamera>0?C.point:se(h,L,S,1,a),I=ae(e.writingMode,S,P,d);if(I)return I}var O=le(m*l.getoffsetX(e.glyphStartIndex),v,y,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!O)return{notEnoughRoom:!0};g=[O]}for(var z=0,D=g;z<D.length;z+=1){var R=D[z];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function se(t,e,r,n,i){var a=te(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function le(e,r,n,i,a,o,s,l,c,u,f,h){var p=i?e-r:e+r,d=p>0?1:-1,g=0;i&&(d*=-1,g=Math.PI),d<0&&(g+=Math.PI);for(var m=d>0?l+s:l+s+1,v=a,y=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((m+=d)<l||m>=c)return null;if(y=v,w.push(v),void 0===(v=h[m])){var T=new t.Point(u.getx(m),u.gety(m)),k=te(T,f);if(k.signedDistanceFromCamera>0)v=h[m]=k.point;else{var A=m-d;v=se(0===x?o:new t.Point(u.getx(A),u.gety(A)),T,y,_-x+1,f)}}x+=b,b=y.dist(v)}var M=(_-x)/b,S=v.sub(y),E=S.mult(M)._add(y);E._add(S._unit()._perp()._mult(n*d));var L=g+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:L,path:w}}Kt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Kt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Kt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Kt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Kt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Kt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-f,y1:u-f,x2:c+f,y2:u+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Kt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var c=[],u={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,c,u,i),n?c.length>0:c},Kt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Kt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Kt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Kt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,c=this.boxCells[i];if(null!==c)for(var u=this.bboxes,f=0,h=c;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var g=this.circleCells[i];if(null!==g)for(var m=this.circles,v=0,y=g;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(m[b],m[b+1],m[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=m[b],w=m[b+1],T=m[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Kt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[i];if(null!==u)for(var f=this.bboxes,h=0,p=u;h<p.length;h+=1){var d=p[h];if(!c.box[d]){c.box[d]=!0;var g=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[g+0],f[g+1],f[g+2],f[g+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var m=this.circleCells[i];if(null!==m)for(var v=this.circles,y=0,x=m;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Kt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=u;h++)for(var p=c;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Kt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Kt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Kt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Kt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-i)/2,u=Math.abs(e-(i+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var f=l-s,h=u-c;return f*f+h*h<=r*r};var ce=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ue(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(ce,3*n)}}function fe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var he=function(t,e,r){void 0===e&&(e=new Kt(t.width+200,t.height+200,25)),void 0===r&&(r=new Kt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function pe(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}he.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,c=t.x2*o+a.point.x,u=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,i)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},he.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,c,u,f,h,p){var d=[],g=new t.Point(r.anchorX,r.anchorY),m=te(g,o),v=ee(this.transform.cameraToCenterDistance,m.signedDistanceFromCamera),y=(u?a/v:a*v)/t.ONE_EM,x=te(g,s).point,b=ie(y,i,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,g,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*v+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Jt,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var I=1;I<L.path.length;I++)C.push(L.path[I]);var O=2.5*k;if(l){var z=C.map((function(t){return te(t,l)}));C=z.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:z.map((function(t){return t.point}))}var D=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);D=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=D;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V=0;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/O)+1;for(var H=0;H<V;H++){var q=H/Math.max(V-1,1),G=S.lerp(q),Y=G.x+100,W=G.y+100;d.push(Y,W,k,0);var X=Y-k,Z=W-k,J=Y+k,K=W+k;if(T=T&&this.isOffscreen(X,Z,J,K),w=w||this.isInsideGrid(X,Z,J,K),!e&&this.grid.hitTestCircle(Y,W,k,f)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},he.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y),r.push(u)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var g=d[p],m=g.key;if(void 0===f[m.bucketInstanceId]&&(f[m.bucketInstanceId]={}),!f[m.bucketInstanceId][m.featureIndex]){var v=[new t.Point(g.x1,g.y1),new t.Point(g.x2,g.y1),new t.Point(g.x2,g.y2),new t.Point(g.x1,g.y2)];t.polygonIntersectsPolygon(r,v)&&(f[m.bucketInstanceId][m.featureIndex]=!0,void 0===h[m.bucketInstanceId]&&(h[m.bucketInstanceId]=[]),h[m.bucketInstanceId].push(m.featureIndex))}}return h},he.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},he.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},he.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return fe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+100,(-i[1]/i[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},he.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},he.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},he.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var de=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};de.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var ge=function(t,e,r,n,i){this.text=new de(t?t.text:null,e,r,i),this.icon=new de(t?t.icon:null,e,n,i)};ge.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var me=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},ve=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ye=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},xe=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function be(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point(s+c[0]*a,l+c[1]*a)}function _e(e,r,n,i,a,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:f,anchorPointY:h}}xe.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var we=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new he(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new xe(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Te(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}we.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=pe(n,1,this.transform.zoom),g=Qt(f,h,p,this.transform,d),m=null;if(h){var v=$t(f,h,p,this.transform,d);m=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[a.bucketInstanceId]=new ye(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var y={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:g,labelToScreenMatrix:m,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:y})}},we.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d){var g,m=[f.textOffset0,f.textOffset1],v=be(t,r,n,m,i),y=this.collisionIndex.placeCollisionBox(_e(e,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate);if(d&&0===this.collisionIndex.placeCollisionBox(_e(d,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate).box.length)return;if(y.box.length>0)return this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(g=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:m,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:g},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:v,placedGlyphBoxes:y}},we.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,c=a.textLabelPlaneMatrix,u=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,g=a.collisionGroup,m=s.get(\"text-optional\"),v=s.get(\"icon-optional\"),y=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=y&&(x||!o.hasIconData()||v),A=x&&(y||!o.hasTextData()||m);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new me(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,I=null,O=0,z=0,D=0;a.textFeatureIndex?O=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(O=e.featureIndex),a.verticalTextFeatureIndex&&(z=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length;i+=1){if(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),L&&L.box&&L.box.length)break}else L=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,h={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var m=N[d%N.length],v=d>=N.length,k=i.attemptAnchorPlacement(m,t,a,s,c,b,_,f,l,g,v,e,o,n,u);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var H=i.prevPlacement.variableOffsets[e.crossTileID];H&&(i.variableOffsets[e.crossTileID]=H,i.markUsedJustification(o,H.anchor,e,V))}}else{var q=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,y,f,l,g.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return q(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?q(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\"),X=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,g.predicate,X,W),T=y||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(D=a.iconFeatureIndex),a.iconBox){var Z=function(t){var e=w&&E?_e(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,g.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(I=Z(a.verticalIconBox)).box.length>0:(I=Z(a.iconBox)).box.length>0,S=S&&I.offscreen}var J=m||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,K=v||0===e.numIconVertices;if(J||K?K?J||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&z?i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,g.ID):i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,O,g.ID)),M&&I&&i.collisionIndex.insertCollisionBox(I.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,g.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,O,g.ID),n)){var Q=o.bucketInstanceId,$=i.collisionCircleArrays[Q];void 0===$&&($=i.collisionCircleArrays[Q]=new ve);for(var tt=0;tt<P.circles.length;tt+=4)$.circles.push(P.circles[tt+0]),$.circles.push(P.circles[tt+1]),$.circles.push(P.circles[tt+2]),$.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new me(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},we.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var c=l[s];c>=0&&(e.text.placedSymbolArray.get(c).crossTileID=a>=0&&c!==a?0:n.crossTileID)}},we.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},we.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=i[s];c?(this.opacities[s]=new ge(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new ge(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in i){var f=i[u];if(!this.opacities[u]){var h=new ge(f,n,!1,!1);h.isHidden()||(this.opacities[u]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},we.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},we.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new ge(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),c=a.get(\"text-variable-anchor\"),u=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new ge(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},g=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,g=a.crossTileID,m=r[g],v=i.opacities[g];m?v=o:v||(v=p,i.opacities[g]=v),r[g]=!0;var y=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(y){var T=Pe(v.text),k=_?Ie:T;d(e.text,s,k);var A=w?Ie:T;d(e.text,l,A);var M=v.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,\"left\",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=Pe(v.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:Ie;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=v.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var I=C?Ie:L;d(e.icon,a.numVerticalIconVertices,I),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=v.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var O=e.collisionArrays[n];if(O){var z=new t.Point(0,0);if(O.textBox||O.verticalTextBox){var D=!0;if(c){var R=i.variableOffsets[g];R?(z=be(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),u&&z._rotate(f?i.transform.angle:-i.transform.angle)):D=!1}O.textBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||_,z.x,z.y),O.verticalTextBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||w,z.x,z.y)}var F=Boolean(!w&&O.verticalIconBox);O.iconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,F,h?z.x:0,h?z.y:0),O.verticalIconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,!F,h?z.x:0,h?z.y:0)}}},m=0;m<e.symbolInstances.length;m++)g(m);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},we.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},we.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},we.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},we.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},we.prototype.setStale=function(){this.stale=!0};var ke=Math.pow(2,25),Ae=Math.pow(2,24),Me=Math.pow(2,17),Se=Math.pow(2,16),Ee=Math.pow(2,9),Le=Math.pow(2,8),Ce=Math.pow(2,1);function Pe(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*ke+e*Ae+r*Me+e*Se+r*Ee+e*Le+r*Ce+e}var Ie=0,Oe=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Oe.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var ze=function(t,e,r,n,i,a,o){this.placement=new we(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Oe(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var De=512/t.EXTENT/2,Re=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Re.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=De/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Re.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,a.crossTileID=u.crossTileID;break}}}}};var Fe=function(){this.maxCrossTileID=0};Fe.prototype.generate=function(){return++this.maxCrossTileID};var Be=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Be.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Be.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++){e.symbolInstances.get(n).crossTileID=0}this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var c=o[t.scaledTo(Number(a)).key];c&&c.findMatches(e.symbolInstances,t,i)}}for(var u=0;u<e.symbolInstances.length;u++){var f=e.symbolInstances.get(u);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Re(t,e.symbolInstances,e.bucketInstanceId),!0},Be.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Be.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ne=function(){this.layerIndexes={},this.crossTileIDs=new Fe,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ne.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Be);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(i=!0),a[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ne.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var je=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},Ue=t.pick(Ut,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ve=t.pick(Ut,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),He=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a=null;null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}}return e}(),qe=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Ne,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast(\"syncRTLPluginState\",r,(function(e,r){if((t.triggerPluginCompletionEvent(e),r)&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(He,!1)},r.prototype._load=function(e,r){if(!r||!je(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=jt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,a=e,u())}));function u(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],c=l.width,u=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,g=l.stretchX,m=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:f,y:h},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:g,stretchY:m,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),je(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=Zt(this.serialize(),e).filter((function(t){return!(t.command in Ve)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in Ue)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0)||!this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n)){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ct(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(je(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,f=c;u<f.length;u+=1){var h=f[u];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var g=this._order[d];if(r(g))for(var m=i.length-1;m>=0;m--){var v=i[m].feature;if(n[v.layer.id]<d)break;p.push(v),i.pop()}else for(var y=0,x=t;y<x.length;y+=1){var b=x[y][g];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),c=[],u=0,f=Object.keys(l).map(Number);u<f.length;u+=1){var h=f[u];c.push(o[h])}c.sort(B);for(var p=function(){var r=g[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],c=n[a];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var u=0,f=c;u<f.length;u+=1){var h=f[u];o.push(h)}}},d=0,g=c;d<g.length;d+=1)p();var m=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}))};for(var v in s)m(v);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&je(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers){this._layers[e].setEventedParent(null)}for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];if(\"symbol\"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var g=0,m=this._order;g<m.length;g+=1){var v=m[g],y=this._layers[v];\"symbol\"===y.type&&this.placement.updateLayerOpacities(y,l[y.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var Ge=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ye=yr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),We=yr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Xe=yr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ze=yr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Je=yr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Ke=yr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),Qe=yr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),$e=yr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),tr=yr(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),er=yr(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),rr=yr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),nr=yr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ir=yr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ar=yr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),or=yr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),sr=yr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),lr=yr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),cr=yr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),ur=yr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),fr=yr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),hr=yr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),pr=yr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),dr=yr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),gr=yr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),mr=yr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),vr=yr(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function yr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o=\"float\"===i?\"vec2\":\"vec4\",s=a.match(/color/)?\"color\":o;return n[a]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"}))}}var xr=Object.freeze({__proto__:null,prelude:Ye,background:We,backgroundPattern:Xe,circle:Ze,clippingMask:Je,heatmap:Ke,heatmapTexture:Qe,collisionBox:$e,collisionCircle:tr,debug:er,fill:rr,fillOutline:nr,fillOutlinePattern:ir,fillPattern:ar,fillExtrusion:or,fillExtrusionPattern:sr,hillshadePrepare:lr,hillshade:cr,line:ur,lineGradient:fr,linePattern:hr,lineSDF:pr,raster:dr,symbolIcon:gr,symbolSDF:mr,symbolTextAndIcon:vr}),br=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};br.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);var u=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||u?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},br.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var f=l;f<s;f++)u.disableVertexAttribArray(f)}e.enableAttributes(u,t);for(var h=0,p=r;h<p.length;h+=1){p[h].enableAttributes(u,t)}a&&a.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,i);for(var d=0,g=r;d<g.length;d+=1){var m=g[d];m.bind(),m.setVertexAttribPointers(u,t,i)}a&&(a.bind(),a.setVertexAttribPointers(u,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,i)),c.currentNumAttributes=l},br.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var _r=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Ye.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Ye.vertexSource,e.vertexSource).join(\"\\n\"),c=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,s),a.compileShader(c),a.attachShader(this.program,c);var u=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,l),a.compileShader(u),a.attachShader(this.program,u);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(u),a.deleteShader(c),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var g=a.getActiveAttrib(this.program,d);g&&(this.attributes[g.name]=a.getAttribLocation(this.program,g.name))}for(var m=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),v=0;v<m;v++){var y=a.getActiveUniform(this.program,v);y&&(p[y.name]=a.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function wr(t,e,r){var n=1/pe(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}_r.prototype.draw=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g){var m,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(m={},m[v.LINES]=2,m[v.TRIANGLES]=3,m[v.LINE_STRIP]=1,m)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new br)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,g),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Tr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:i}},kr=function(e,r,n,i,a,o,s){return t.extend(Tr(e,r,n,i),wr(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Ar=function(t){return{u_matrix:t}},Mr=function(e,r,n,i){return t.extend(Ar(e),wr(n,r,i))},Sr=function(t,e){return{u_matrix:t,u_world:e}},Er=function(e,r,n,i,a){return t.extend(Mr(e,r,n,i),{u_world:a})},Lr=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=pe(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Cr=function(t,e,r){var n=pe(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Pr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Ir=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Or=function(t){return{u_matrix:t}},zr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:pe(e,1,r),u_intensity:n}};function Dr(e,r){var n=Math.pow(2,r.canonical.z),i=r.canonical.y;return[new t.MercatorCoordinate(0,i/n).toLngLat().lat,new t.MercatorCoordinate(0,(i+1)/n).toLngLat().lat]}var Rr=function(e,r,n){var i=e.transform;return{u_matrix:Ur(e,r,n),u_ratio:1/pe(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Fr=function(e,r,n){return t.extend(Rr(e,r,n),{u_image:0})},Br=function(e,r,n,i){var a=e.transform,o=jr(r,a);return{u_matrix:Ur(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/pe(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Nr=function(e,r,n,i,a){var o=e.transform,s=e.lineAtlas,l=jr(r,o),c=\"round\"===n.layout.get(\"line-cap\"),u=s.getDash(i.from,c),f=s.getDash(i.to,c),h=u.width*a.fromScale,p=f.width*a.toScale;return t.extend(Rr(e,r,n),{u_patternscale_a:[l/h,-u.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:u.y,u_tex_y_b:f.y,u_mix:a.t})};function jr(t,e){return 1/pe(t,1,e.tileZoom)}function Ur(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Vr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Hr(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Hr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var qr,Gr=function(t,e,r,n,i,a,o,s,l,c){var u=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Yr=function(e,r,n,i,a,o,s,l,c,u,f){var h=a.transform;return t.extend(Gr(e,r,n,i,a,o,s,l,c,u),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},Wr=function(e,r,n,i,a,o,s,l,c,u){return t.extend(Yr(e,r,n,i,a,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Xr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Zr=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,f=u*(n.tileID.canonical.x+n.tileID.wrap*c),h=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/pe(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},Jr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Kr(e,r,n,i,a,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var g=i[d],m=r.getTile(g),v=m.getBucket(n);if(v){var y=g.posMatrix;0===a[0]&&0===a[1]||(y=e.translatePosMatrix(g.posMatrix,m,a,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&u.draw(l,c.LINES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,m),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],I=E.circleArray[C+1],O=E.circleArray[C+2],z=E.circleArray[C+3];k.emplace(A++,P,I,O,z,0),k.emplace(A++,P,I,O,z,1),k.emplace(A++,P,I,O,z,2),k.emplace(A++,P,I,O,z,3)}(!qr||qr.length<2*h)&&(qr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var D=l.createIndexBuffer(qr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Pr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Qr=t.identity(new Float32Array(16));function $r(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point((l/a+u[0])*o,(c/a+u[1])*o)}function tn(e,r,n,i,a,o,s,l,c,u,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,g={};p.clear();for(var m=0;m<h.length;m++){var v=h.get(m),y=e.allowVerticalPlacement&&!v.placedOrientation,x=v.hidden||!v.crossTileID||y?null:i[v.crossTileID];if(x){var b=new t.Point(v.anchorX,v.anchorY),_=te(b,n?l:s),w=ee(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,u,v)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/c);for(var k=x.width,A=x.height,M=$r(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?te(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<v.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&v.associatedIconIndex>=0&&(g[v.associatedIconIndex]={shiftedAnchor:S,angle:E})}else ue(v.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var I=C.get(P);if(I.hidden)ue(I.numGlyphs,d);else{var O=g[P];if(O)for(var z=0;z<I.numGlyphs;z++)t.addDynamicAttributes(d,O.shiftedAnchor,O.angle);else ue(I.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function en(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function rn(e,r,n,i,a,o,s,l,c,u,f,h){for(var p=e.context,d=p.gl,g=e.transform,m=\"map\"===l,v=\"map\"===c,y=m&&\"point\"!==n.layout.get(\"symbol-placement\"),x=m&&!v&&!y,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,At.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,A=i;k<A.length;k+=1){var M=A[k],S=r.getTile(M),E=S.getBucket(n);if(E){var L=a?E.text:E.icon;if(L&&L.segments.get().length){var C=L.programConfigurations.get(n.id),P=a||E.sdfIcons,I=a?E.textSizeData:E.iconSizeData,O=v||0!==g.pitch,z=e.useProgram(en(P,a,E),C),D=t.evaluateSizeForZoom(I,g.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a){if(B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText){F=S.imageAtlasTexture.size,j=S.imageAtlasTexture;var V=\"composite\"===I.kind||\"camera\"===I.kind;U=O||e.options.rotating||e.options.zooming||V?d.LINEAR:d.NEAREST}}else{var H=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||H||O?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=pe(S,1,e.transform.zoom),G=Qt(M.posMatrix,v,m,e.transform,q),Y=$t(M.posMatrix,v,m,e.transform,q),W=w&&E.hasTextData(),X=\"none\"!==n.layout.get(\"icon-text-fit\")&&W&&E.hasIconData();y&&ne(E,M.posMatrix,e,a,G,Y,v,u);var Z=e.translatePosMatrix(M.posMatrix,S,o,s),J=y||a&&w||X?Qr:G,K=e.translatePosMatrix(Y,S,o,s,!0),Q=P&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),$={program:z,buffers:L,uniformValues:P?E.iconsInText?Wr(I.kind,D,x,v,e,Z,J,K,R,F):Yr(I.kind,D,x,v,e,Z,J,K,a,R,!0):Gr(I.kind,D,x,v,e,Z,J,K,a,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:Q};if(b)for(var tt=0,et=L.segments.get();tt<et.length;tt+=1){var rt=et[tt];T.push({segments:new t.SegmentVector([rt]),sortKey:rt.sortKey,state:$})}else T.push({segments:L.segments,sortKey:0,state:$})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var nt=0,it=T;nt<it.length;nt+=1){var at=it[nt],ot=at.state;if(p.activeTexture.set(d.TEXTURE0),ot.atlasTexture.bind(ot.atlasInterpolation,d.CLAMP_TO_EDGE),ot.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),ot.atlasTextureIcon&&ot.atlasTextureIcon.bind(ot.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),ot.isSDF){var st=ot.uniformValues;ot.hasHalo&&(st.u_is_halo=1,nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,st)),st.u_is_halo=0}nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,ot.uniformValues)}}function nn(t,e,r,n,i,a,o,s,l){var c=n.context,u=c.gl;i.draw(c,u.TRIANGLES,a,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function an(t,e,r,n,i,a,o){var s,l,c,u,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),g=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var m=0,v=n;m<v.length;m+=1){var y=v[m],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(g));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Er(S,t,g,x,E):Sr(S,E)}else u=b.indexBuffer,f=b.segments,c=d?Mr(S,t,g,x):Ar(S);w.draw(t.context,s,i,t.stencilModeForClipping(y),a,Et.disabled,c,r.id,b.layoutVertexBuffer,u,f,r.paint,t.transform.zoom,_)}}}}function on(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var g=d[p],m=e.getTile(g),v=m.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),m.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(f));var b=c.constantOr(null);if(b&&m.imageAtlas){var _=m.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(g.posMatrix,m,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),A=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=u?kr(k,t,A,h,g,f,m):Tr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Et.backCCW,M,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function sn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var c=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var u=function(t,e,r){var n=r.paint.get(\"hillshade-shadow-color\"),i=r.paint.get(\"hillshade-highlight-color\"),a=r.paint.get(\"hillshade-accent-color\"),o=r.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===r.paint.get(\"hillshade-illumination-anchor\")&&(o-=t.transform.angle);var s=!t.options.moving;return{u_matrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped(),s),u_image:0,u_latrange:Dr(t,e.tileID),u_light:[r.paint.get(\"hillshade-exaggeration\"),o],u_shadow:n,u_highlight:i,u_accent:a}}(t,e,r);c.draw(o,s.TRIANGLES,n,i,a,Et.disabled,u,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function ln(e,r,n,i,a,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var f=u.dim,h=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var g=r.fbo;if(!g){var m=new t.Texture(l,{width:f,height:f,data:null},c.RGBA);m.bind(c.LINEAR,c.CLAMP_TO_EDGE),(g=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(m.texture)}l.bindFramebuffer.set(g.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,a,o,s,Et.disabled,function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function cn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),f=a.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var un=new t.Color(1,0,0,1),fn=new t.Color(0,1,0,1),hn=new t.Color(0,0,1,1),pn=new t.Color(1,0,1,1),dn=new t.Color(0,1,1,1);function gn(t){var e=t.transform.padding;mn(t,t.transform.height-(e.top||0),3,un),mn(t,e.bottom||0,3,fn),vn(t,e.left||0,3,hn),vn(t,t.transform.width-(e.right||0),3,pn);var r=t.transform.centerPoint;!function(t,e,r,n){yn(t,e-1,r-10,2,20,n),yn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,dn)}function mn(t,e,r,n){yn(t,0,e+r/2,t.transform.width,r,n)}function vn(t,e,r,n){yn(t,e-r/2,0,r,t.transform.height,n)}function yn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function xn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=At.disabled,c=Mt.disabled,u=e.colorModeForRenderPass();i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,c,u,Et.disabled,Ir(o,t.Color.red),\"$debug\",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var f=r.getTileByID(n.key).latestRawTileData,h=f&&f.byteLength||0,p=Math.floor(h/1024),d=r.getTile(n).tileSize,g=512/Math.min(d,512)*(n.overscaledZ/e.transform.zoom)*.5,m=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(m+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,m+\" \"+p+\"kb\"),s.draw(i,a.TRIANGLES,l,c,St.alphaBlended,Et.disabled,Ir(o,t.Color.transparent,g),\"$debug\",e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var bn={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=Mt.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,c=\"map\"===a,u=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),g=d.getBucket(n);if(g&&g.text&&g.text.segments.get().length){var m=g.textSizeData,v=t.evaluateSizeForZoom(m,l.zoom),y=pe(d,1,r.transform.zoom),x=Qt(p.posMatrix,u,c,r.transform,y),b=\"none\"!==n.layout.get(\"icon-text-fit\")&&g.hasIconData();if(v){var _=Math.pow(2,l.zoom-d.tileID.overscaledZ);tn(g,c,u,s,t.symbolSize,l,x,p.posMatrix,_,v,b)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&rn(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&rn(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Kr(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),Kr(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,f=e.depthModeForSublayer(0,At.ReadOnly),h=Mt.disabled,p=e.colorModeForRenderPass(),d=[],g=0;g<i.length;g++){var m=i[g],v=r.getTile(m),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Lr(e,m,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,I=S.uniformValues,O=M.segments;L.draw(c,u.TRIANGLES,f,h,p,Et.disabled,I,n.id,C,P,O,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=Mt.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}}(a,e,n),a.clear({color:t.Color.transparent});for(var c=0;c<i.length;c++){var u=i[c];if(!r.hasRenderableParent(u)){var f=r.getTile(u),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram(\"heatmap\",p),g=e.transform.zoom;d.draw(a,o.TRIANGLES,At.disabled,s,l,Et.disabled,zr(u.posMatrix,f,g,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(!a)return;n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA));o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,At.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),f=u.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":c?\"lineSDF\":h?\"lineGradient\":\"line\",g=e.context,m=g.gl,v=!0;if(h){g.activeTexture.set(m.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(g,n.gradient,m.RGBA)),y.bind(m.LINEAR,m.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),A=e.context.program.get(),M=e.useProgram(d,k),S=v||M.program!==A,E=u.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas,C=L.patternPositions[E.to.toString()],P=L.patternPositions[E.from.toString()];C&&P&&k.setConstantPatternPositions(C,P)}var I=f?Br(e,w,n,p):c?Nr(e,w,n,c,p):h?Fr(e,w,n):Rr(e,w,n);f?(g.activeTexture.set(m.TEXTURE0),w.imageAtlasTexture.bind(m.LINEAR,m.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(g.activeTexture.set(m.TEXTURE0),e.lineAtlas.bind(g)),M.draw(g,m.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,I,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?At.ReadWrite:At.ReadOnly);an(e,r,n,i,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,At.ReadOnly);an(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))on(t,e,r,n,a,Mt.disabled,St.disabled),on(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();on(t,e,r,n,a,Mt.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,At.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,f=l[1];u<f.length;u+=1){var h=f[u],p=e.getTile(h);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?ln(t,p,r,a,o,Mt.disabled,s):\"translucent\"===t.renderPass&&sn(t,p,r,o,c[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),u=c[0],f=c[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,g=f;d<g.length;d+=1){var m=g[d],v=t.depthModeForSublayer(m.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?At.ReadWrite:At.ReadOnly,a.LESS),y=e.getTile(m),x=t.transform.calculatePosMatrix(m.toUnwrapped(),p);y.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(m,0),_=cn(y,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Vr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,v,Mt.disabled,l,Et.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,v,u[m.overscaledZ],l,Et.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var f=Mt.disabled,h=t.depthModeForSublayer(0,\"opaque\"===u?At.ReadWrite:At.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),g=s.coveringTiles({tileSize:l});c&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var m=r.getCrossfadeParameters(),v=0,y=g;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Zr(b,i,t,c,{tileID:x,tileSize:l},m):Xr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)xn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Mt.disabled);var o=\"3d\"===i.renderingMode?new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,At.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},_n=function(t,e){this.context=new Lt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ct.maxUnderzooming+Ct.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ne,this.gpuTimers={}};_n.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},_n.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,Ge.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,Ge.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,Ge.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Mt({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},_n.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,At.disabled,this.stencilClearMode,St.disabled,Et.disabled,Or(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},_n.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(At.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,At.disabled,new Mt({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Or(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},_n.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Mt({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Mt({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Mt({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Mt.disabled,e),n]},_n.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){return new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},_n.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return At.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new At(r||this.context.gl.LEQUAL,e,[n,n])},_n.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},_n.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,c,u={},f={},h={};for(var p in a){var d=a[p];u[p]=d.getVisibleCoordinates(),f[p]=u[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var g=0;g<i.length;g++){var m=i[g];if(this.style._layers[m].is3D()){this.opaquePassCutoff=g;break}}this.renderPass=\"offscreen\";for(var v=0,y=i;v<y.length;v+=1){var x=y[v],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];(\"custom\"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=u[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=(\"symbol\"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,u[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&bn.debug(this,l,l.getVisibleCoordinates()));this.options.showPadding&&gn(this),this.context.setDefault()},_n.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),bn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},_n.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},_n.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},_n.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},_n.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},_n.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[a?n[0]:pe(r,n[0],this.transform.zoom),a?n[1]:pe(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},_n.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},_n.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},_n.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},_n.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new _r(this.context,xr[t],e,Jr[t],this._showOverdrawInspector)),this.cache[r]},_n.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},_n.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},_n.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},_n.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var wn=function(t,e){this.points=t,this.planes=e};wn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new wn(a,o)};var Tn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};Tn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new Tn(n,i)},Tn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},Tn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},Tn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];c=Math.min(c,h),u=Math.max(u,h)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var kn=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};kn.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},kn.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},kn.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},kn.prototype.clone=function(){return new kn(this.top,this.bottom,this.left,this.right)},kn.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var An=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new kn,this._posMatrixCache={},this._alignedPosMatrixCache={}},Mn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};An.prototype.clone=function(){var t=new An(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Mn.minZoom.get=function(){return this._minZoom},Mn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Mn.maxZoom.get=function(){return this._maxZoom},Mn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Mn.minPitch.get=function(){return this._minPitch},Mn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Mn.maxPitch.get=function(){return this._maxPitch},Mn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Mn.renderWorldCopies.get=function(){return this._renderWorldCopies},Mn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Mn.worldSize.get=function(){return this.tileSize*this.scale},Mn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Mn.size.get=function(){return new t.Point(this.width,this.height)},Mn.bearing.get=function(){return-this.angle/Math.PI*180},Mn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Mn.pitch.get=function(){return this._pitch/Math.PI*180},Mn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Mn.fov.get=function(){return this._fov/Math.PI*180},Mn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Mn.zoom.get=function(){return this._zoom},Mn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Mn.center.get=function(){return this._center},Mn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Mn.padding.get=function(){return this._edgeInsets.toJSON()},Mn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Mn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},An.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},An.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},An.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},An.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},An.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=wn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new Tn([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var g=u.pop(),m=g.x,v=g.y,y=g.fullyVisible;if(!y){var x=g.aabb.intersects(s);if(0===x)continue;y=2===x}var b=g.aabb.distanceX(o),_=g.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-g.zoom)-2;if(g.zoom===h||w>T&&g.zoom>=l)f.push({tileID:new t.OverscaledTileID(g.zoom===h?p:g.zoom,g.wrap,g.zoom,m,v),distanceSq:t.sqrLen([o[0]-.5-m,o[1]-.5-v])});else for(var k=0;k<4;k++){var A=(m<<1)+k%2,M=(v<<1)+(k>>1);u.push({aabb:g.aabb.quadrant(k),zoom:g.zoom+1,x:A,y:M,wrap:g.wrap,fullyVisible:y})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},An.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Mn.unmodified.get=function(){return this._unmodified},An.prototype.zoomScale=function(t){return Math.pow(2,t)},An.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},An.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},An.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Mn.point.get=function(){return this.project(this.center)},An.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},An.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},An.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},An.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},An.prototype.coordinateLocation=function(t){return t.toLngLat()},An.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,c=n[1]/a,u=r[2]/i,f=n[2]/a,h=u===f?0:(0-u)/(f-u);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,c,h)/this.worldSize)},An.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},An.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},An.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},An.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},An.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},An.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},An.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<c.y?c.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var g=p.y,m=c.y/2;g-m<a&&(i=a+m),g+m>o&&(i=o-m)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=u,this._constraining=!1}},An.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,c=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),u=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,u,c),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),g=Math.sin(this.angle),m=s-Math.round(s)+d*h+g*p,v=l-Math.round(l)+d*p+g*h,y=new Float64Array(f);if(t.translate(y,y,[m>.5?m-1:m,v>.5?v-1:v,0]),this.alignedProjMatrix=y,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},An.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},An.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},An.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(An.prototype,Mn);var Sn=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};Sn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},Sn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},Sn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+u):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},Sn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},Sn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},Sn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var En={linearity:.3,easing:t.bezier(0,0,.3,1)},Ln=t.extend({deceleration:2500,maxSpeed:1400},En),Cn=t.extend({deceleration:20,maxSpeed:1400},En),Pn=t.extend({deceleration:1e3,maxSpeed:360},En),In=t.extend({deceleration:1e3,maxSpeed:90},En),On=function(t){this._map=t,this.clear()};function zn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Dn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}On.prototype.clear=function(){this._inertiaBuffer=[]},On.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},On.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},On.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=Dn(r.pan.mag(),o,t.extend({},Ln,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,zn(s,l)}if(r.zoom){var c=Dn(r.zoom,o,Cn);s.zoom=this._map.transform.zoom+c.amount,zn(s,c)}if(r.bearing){var u=Dn(r.bearing,o,Pn);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),zn(s,u)}if(r.pitch){var f=Dn(r.pitch,o,In);s.pitch=this._map.transform.pitch+f.amount,zn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Rn=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Fn=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=i.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Bn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Nn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Nn.prototype.reset=function(){delete this._mousedownPos},Nn.prototype.wheel=function(t){return this._firePreventable(new Bn(t.type,this._map,t))},Nn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseup=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.dblclick=function(t){return this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseover=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.mouseout=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.touchstart=function(t){return this._firePreventable(new Fn(t.type,this._map,t))},Nn.prototype.touchmove=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchend=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchcancel=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Nn.prototype.isEnabled=function(){return!0},Nn.prototype.isActive=function(){return!1},Nn.prototype.enable=function(){},Nn.prototype.disable=function(){};var jn=function(t){this._map=t};jn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},jn.prototype.mousemove=function(t){this._map.fire(new Rn(t.type,this._map,t))},jn.prototype.mousedown=function(){this._delayContextMenu=!0},jn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Rn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},jn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Rn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},jn.prototype.isEnabled=function(){return!0},jn.prototype.isActive=function(){return!1},jn.prototype.enable=function(){},jn.prototype.disable=function(){};var Un=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Vn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Un.prototype.isEnabled=function(){return!!this._enabled},Un.prototype.isActive=function(){return!!this._active},Un.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Un.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Un.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Un.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Un.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Un.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Un.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Un.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Hn=function(t){this.reset(),this.numTouches=t.numTouches};Hn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Hn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Vn(n,r)))},Hn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Vn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Hn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var qn=function(t){this.singleTap=new Hn(t),this.numTaps=t.numTaps,this.reset()};qn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},qn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},qn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},qn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Gn=function(){this._zoomIn=new qn({numTouches:1,numTaps:2}),this._zoomOut=new qn({numTouches:2,numTaps:1}),this.reset()};Gn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Gn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Gn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Gn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Gn.prototype.touchcancel=function(){this.reset()},Gn.prototype.enable=function(){this._enabled=!0},Gn.prototype.disable=function(){this._enabled=!1,this.reset()},Gn.prototype.isEnabled=function(){return this._enabled},Gn.prototype.isActive=function(){return this._active};var Yn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Yn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Yn.prototype._correctButton=function(t,e){return!1},Yn.prototype._move=function(t,e){return{}},Yn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Yn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Yn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Yn.prototype.enable=function(){this._enabled=!0},Yn.prototype.disable=function(){this._enabled=!1,this.reset()},Yn.prototype.isEnabled=function(){return this._enabled},Yn.prototype.isActive=function(){return this._active};var Wn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Yn),Xn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Zn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Jn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Jn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Jn.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},Jn.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},Jn.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Vn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var c=i[l],u=this._touches[l];u&&(a._add(c),o._add(c.sub(u)),s++,i[l]=c)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn=function(){this.reset()};function Qn(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}Kn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Kn.prototype._start=function(t){},Kn.prototype._move=function(t,e,r){return{}},Kn.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},Kn.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=Qn(r,e,i),s=Qn(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},Kn.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=Qn(n,e,a),l=Qn(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},Kn.prototype.touchcancel=function(){this.reset()},Kn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},Kn.prototype.disable=function(){this._enabled=!1,this.reset()},Kn.prototype.isEnabled=function(){return this._enabled},Kn.prototype.isActive=function(){return this._active};function $n(t,e){return Math.log(t/e)/Math.LN2}var ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs($n(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:$n(this._distance,r),pinchAround:e}},e}(Kn);function ei(t,e){return 180*t.angleWith(e)/Math.PI}var ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:ei(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=ei(t,this._startVector);return Math.abs(r)<e},e}(Kn);function ni(t){return Math.abs(t.y)>Math.abs(t.x)}var ii=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ni(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid){this._lastPoints=t,this._active=!0;return{pitchDelta:-.5*((n.y+i.y)/2)}}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return ni(t)&&ni(e)&&a}},e}(Kn),ai={panStep:100,bearingStep:15,pitchStep:10},oi=function(){var t=ai;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function si(t){return t*(2-t)}oi.prototype.reset=function(){this._active=!1},oi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:si,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},oi.prototype.enable=function(){this._enabled=!0},oi.prototype.disable=function(){this._enabled=!1,this.reset()},oi.prototype.isEnabled=function(){return this._enabled},oi.prototype.isActive=function(){return this._active};var li=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};li.prototype.setZoomRate=function(t){this._defaultZoomRate=t},li.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},li.prototype.isEnabled=function(){return!!this._enabled},li.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},li.prototype.isZooming=function(){return!!this._zooming},li.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},li.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},li.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},li.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},li.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},li.prototype.renderFrame=function(){return this._onScrollFrame()},li.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=c(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},li.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},li.prototype.reset=function(){this._active=!1};var ci=function(t,e){this._clickZoom=t,this._tapZoom=e};ci.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},ci.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},ci.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},ci.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var ui=function(){this.reset()};ui.prototype.reset=function(){this._active=!1},ui.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},ui.prototype.enable=function(){this._enabled=!0},ui.prototype.disable=function(){this._enabled=!1,this.reset()},ui.prototype.isEnabled=function(){return this._enabled},ui.prototype.isActive=function(){return this._active};var fi=function(){this._tap=new qn({numTouches:1,numTaps:1}),this.reset()};fi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},fi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},fi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},fi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},fi.prototype.touchcancel=function(){this.reset()},fi.prototype.enable=function(){this._enabled=!0},fi.prototype.disable=function(){this._enabled=!1,this.reset()},fi.prototype.isEnabled=function(){return this._enabled},fi.prototype.isActive=function(){return this._active};var hi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};hi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},hi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},hi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},hi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var pi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};pi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},pi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},pi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},pi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var di=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};di.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},di.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},di.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},di.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},di.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},di.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var gi=function(t){return t.zoom||t.drag||t.pitch||t.rotate},mi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function vi(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var yi=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new On(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!1}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1],u=s[2];r.addEventListener(l,c,l===t.window.document?this.handleWindowEvent:this.handleEvent,u)}};yi.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},yi.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Nn(e,t));var n=e.boxZoom=new Un(e,t);this._add(\"boxZoom\",n);var i=new Gn,a=new ui;e.doubleClickZoom=new ci(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new fi;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ii;this._add(\"touchPitch\",s);var l=new Xn(t),c=new Zn(t);e.dragRotate=new pi(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new Wn(t),f=new Jn(t);e.dragPan=new hi(r,u,f),this._add(\"mousePan\",u),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new ri,p=new ti;e.touchZoomRotate=new di(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new li(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var g=e.keyboard=new oi;this._add(\"keyboard\",g),this._add(\"blockableMapEvent\",new jn(e));for(var m=0,v=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];m<v.length;m+=1){var y=v[m];t.interactive&&t[y]&&e[y].enable(t[y])}},yi.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},yi.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1){e[t].handler.reset()}this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},yi.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1){if(e[t].handler.isActive())return!0}return!1},yi.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},yi.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},yi.prototype.isMoving=function(){return Boolean(gi(this._eventsInProgress))||this.isZooming()},yi.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},yi.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},yi.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},yi.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),c=0,u=this._handlers;c<u.length;c+=1){var f=u[c],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var g=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(g=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,g,h,n),g&&g.needsRenderFrame&&this._triggerRenderFrame()),(g||p.isActive())&&(o[h]=p)}}var m={};for(var v in this._previousActiveHandlers)o[v]||(m[v]=n);this._previousActiveHandlers=o,(Object.keys(m).length||vi(i))&&(this._changes.push([i,a,m]),this._triggerRenderFrame()),(Object.keys(o).length||vi(i))&&this._map._stop(!0),this._updatingCamera=!1;var y=i.cameraAnimation;y&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],y(this._map))}else this.stop()},yi.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},yi.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},yi.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!vi(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var f=i.pointLocation(a?c.sub(a):c);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},yi.prototype._fireEvents=function(e,r){var n=this,i=gi(this._eventsInProgress),a=gi(e),o={};for(var s in e){var l=e[s].originalEvent;this._eventsInProgress[s]||(o[s+\"start\"]=l),this._eventsInProgress[s]=e[s]}for(var c in!i&&a&&this._fireEvent(\"movestart\",a.originalEvent),o)this._fireEvent(c,o[c]);for(var u in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent(\"move\",a.originalEvent),e){var f=e[u].originalEvent;this._fireEvent(u,f)}var h,p={};for(var d in this._eventsInProgress){var g=this._eventsInProgress[d],m=g.handlerName,v=g.originalEvent;this._handlersById[m].isActive()||(delete this._eventsInProgress[d],h=r[m]||v,p[d+\"end\"]=h)}for(var y in p)this._fireEvent(y,p[y]);var x=gi(this._eventsInProgress);if((i||a)&&!x){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),_=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};b?(_(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:h})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:h})),_(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},yi.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},yi.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new mi(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var xi=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),f=c.rotate(-n*Math.PI/180),h=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),g=p.sub(d),m=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/g.x,v=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/g.y;if(!(v<0||m<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(m,v)),i.maxZoom),x=t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(x.x+b,x.y+_).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(w)),zoom:y,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:a,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),g=i.pointLocation(d),m=t.LngLat.convert(e.center||g);this._normalizeCenter(m);var v,y,x=i.project(g),b=i.project(m).sub(x),_=i.zoomScale(c-a);e.around&&(v=t.LngLat.convert(e.around),y=i.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==a,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,c,e)),n._rotating&&(i.bearing=t.number(o,u,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),v)i.setLocationAtPoint(v,y);else{var g=i.zoomScale(i.zoom-a),m=c>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(m,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(g));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(u-o),g=t.Point.convert(e.offset),m=a.centerPoint.add(g),v=a.pointLocation(m),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=a.project(v),b=a.project(y).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var A=t.clamp(Math.min(e.minZoom,o,u),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),I=function(t){return C(P)/C(P+_*t)},O=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},z=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(z)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;z=Math.abs(Math.log(T/w))/_,O=function(){return 0},I=function(t){return Math.exp(D*_*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var R=\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*z/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*z,d=1/I(i);a.zoom=1===e?u:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(c,p,e),m=a.centerPoint.add(g));var v=1===e?y:a.unproject(x.add(b.mult(O(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?v.wrap():v,m),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),bi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};bi.prototype.getDefaultPosition=function(){return\"bottom-right\"},bi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},bi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},bi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},bi.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},bi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},bi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var _i=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};_i.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},_i.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},_i.prototype.getDefaultPosition=function(){return\"bottom-left\"},_i.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},_i.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t){if(t[e].getSource().mapbox_logo)return!0}return!1}},_i.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var wi=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};wi.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},wi.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},wi.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},wi.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Ti={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},ki=t.window.HTMLImageElement,Ai=t.window.HTMLElement,Mi=t.window.ImageBitmap,Si={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Ei=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Si,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new An(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new wi,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Ti,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof Ai))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new yi(this,e);var a=\"string\"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new Sn(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new bi({customAttribution:e.customAttribution})),this.addControl(new _i,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Rn(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Rn(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Rn(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof ki||Mi&&r instanceof Mi){var c=t.browser.getImageData(r),u=c.width,f=c.height,h=c.data;this.style.addImage(e,{data:new t.RGBAImage({width:u,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var p=r.width,d=r.height,g=r.data,m=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(g)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:m}),m.onAdd&&m.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof ki||Mi&&r instanceof Mi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof ki||Mi&&r instanceof Mi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new _n(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1){r[e].onRemove(this)}this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Li(this._canvasContainer),Li(this._controlContainer),Li(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(xi);function Li(t){t.parentNode&&t.parentNode.removeChild(t)}var Ci={showCompass:!0,showZoom:!0,visualizePitch:!1},Pi=function(e){var n=this;this.options=t.extend({},Ci,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Pi.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Pi.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Pi.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ii(this._map,this._compass,this.options.visualizePitch)),this._container},Pi.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Pi.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Pi.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ii=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Xn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new Zn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function Oi(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ii.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ii.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ii.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ii.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ii.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ii.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ii.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ii.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ii.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ii.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ii.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var zi={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Di(t,e,r){var n=t.classList;for(var i in zi)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Ri,Fi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var c=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");c.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),c.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,f=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<f.length;u+=1){var h=f[u],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",h.rx),p.setAttributeNS(null,\"ry\",h.ry),c.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");g.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(g);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"opacity\",\"0.25\"),m.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),m.appendChild(v);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(m),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Di(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,zi[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Bi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Ni=0,ji=!1,Ui=function(e){function n(r){e.call(this),this.options=t.extend({},Bi,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Ri?n(Ri):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){Ri=\"denied\"!==t.state,n(Ri)})):(Ri=!!t.window.navigator.geolocation,n(Ri)),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ni=0,ji=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&ji)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Fi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Fi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){var r=e.originalEvent&&\"resize\"===e.originalEvent.type;e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||r||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ni--,ji=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Ni>1?(e={maximumAge:6e5,timeout:0},ji=!0):(e=this.options.positionOptions,ji=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Vi={maxWidth:100,unit:\"metric\"},Hi=function(e){this.options=t.extend({},Vi,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function qi(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;if(l>5280)Gi(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\"));else Gi(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else if(r&&\"nautical\"===r.unit){Gi(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\"))}else s>=1e3?Gi(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):Gi(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function Gi(t,e,r,n){var i,a,o,s=(i=r,a=Math.pow(10,(\"\"+Math.floor(i)).length-1),o=(o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o),a*o),l=s/r;t.style.width=e*l+\"px\",t.innerHTML=s+\"&nbsp;\"+n}Hi.prototype.getDefaultPosition=function(){return\"bottom-left\"},Hi.prototype._onMove=function(){qi(this._map,this._container,this.options)},Hi.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},Hi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},Hi.prototype.setUnit=function(t){this.options.unit=t,qi(this._map,this._container,this.options)};var Yi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};Yi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},Yi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Yi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},Yi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},Yi.prototype._isFullscreen=function(){return this._fullscreen},Yi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},Yi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Wi={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Xi=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Wi),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this,i=this._lngLat||this._trackPointer;if(this._map&&i&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var a=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),o=this.options.anchor,s=function e(r){if(r){if(\"number\"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),\"top-left\":new t.Point(n,n),\"top-right\":new t.Point(-n,n),bottom:new t.Point(0,-r),\"bottom-left\":new t.Point(n,-n),\"bottom-right\":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var i=t.Point.convert(r);return{center:i,top:i,\"top-left\":i,\"top-right\":i,bottom:i,\"bottom-left\":i,\"bottom-right\":i,left:i,right:i}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),\"top-left\":t.Point.convert(r[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(r[\"top-right\"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),\"bottom-left\":t.Point.convert(r[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(r[\"bottom-right\"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!o){var l,c=this._container.offsetWidth,u=this._container.offsetHeight;l=a.y+s.bottom.y<u?[\"top\"]:a.y>this._map.transform.height-u?[\"bottom\"]:[],a.x<c/2?l.push(\"left\"):a.x>this._map.transform.width-c/2&&l.push(\"right\"),o=0===l.length?\"bottom\":l.join(\"-\")}var f=a.add(s[o]).round();r.setTransform(this._container,zi[o]+\" translate(\"+f.x+\"px,\"+f.y+\"px)\"),Di(this._container,o,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);var Zi={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Ei,NavigationControl:Pi,GeolocateControl:Ui,AttributionControl:bi,ScaleControl:Hi,FullscreenControl:Yi,Popup:Xi,Marker:Fi,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(zt)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(zt),Rt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return Zi})),r}))},{}],240:[function(t,e,r){\"use strict\";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],241:[function(t,e,r){\"use strict\";e.exports=function(t,e){e||(e=t,t=window);var r=0,i=0,a=0,o={shift:!1,alt:!1,control:!1,meta:!1},s=!1;function l(t){var e=!1;return\"altKey\"in t&&(e=e||t.altKey!==o.alt,o.alt=!!t.altKey),\"shiftKey\"in t&&(e=e||t.shiftKey!==o.shift,o.shift=!!t.shiftKey),\"ctrlKey\"in t&&(e=e||t.ctrlKey!==o.control,o.control=!!t.ctrlKey),\"metaKey\"in t&&(e=e||t.metaKey!==o.meta,o.meta=!!t.metaKey),e}function c(t,s){var c=n.x(s),u=n.y(s);\"buttons\"in s&&(t=0|s.buttons),(t!==r||c!==i||u!==a||l(s))&&(r=0|t,i=c||0,a=u||0,e&&e(r,i,a,o))}function u(t){c(0,t)}function f(){(r||i||a||o.shift||o.alt||o.meta||o.control)&&(i=a=0,r=0,o.shift=o.alt=o.control=o.meta=!1,e&&e(0,0,0,o))}function h(t){l(t)&&e&&e(r,i,a,o)}function p(t){0===n.buttons(t)?c(0,t):c(r,t)}function d(t){c(r|n.buttons(t),t)}function g(t){c(r&~n.buttons(t),t)}function m(){s||(s=!0,t.addEventListener(\"mousemove\",p),t.addEventListener(\"mousedown\",d),t.addEventListener(\"mouseup\",g),t.addEventListener(\"mouseleave\",u),t.addEventListener(\"mouseenter\",u),t.addEventListener(\"mouseout\",u),t.addEventListener(\"mouseover\",u),t.addEventListener(\"blur\",f),t.addEventListener(\"keyup\",h),t.addEventListener(\"keydown\",h),t.addEventListener(\"keypress\",h),t!==window&&(window.addEventListener(\"blur\",f),window.addEventListener(\"keyup\",h),window.addEventListener(\"keydown\",h),window.addEventListener(\"keypress\",h)))}m();var v={element:t};return Object.defineProperties(v,{enabled:{get:function(){return s},set:function(e){e?m():function(){if(!s)return;s=!1,t.removeEventListener(\"mousemove\",p),t.removeEventListener(\"mousedown\",d),t.removeEventListener(\"mouseup\",g),t.removeEventListener(\"mouseleave\",u),t.removeEventListener(\"mouseenter\",u),t.removeEventListener(\"mouseout\",u),t.removeEventListener(\"mouseover\",u),t.removeEventListener(\"blur\",f),t.removeEventListener(\"keyup\",h),t.removeEventListener(\"keydown\",h),t.removeEventListener(\"keypress\",h),t!==window&&(window.removeEventListener(\"blur\",f),window.removeEventListener(\"keyup\",h),window.removeEventListener(\"keydown\",h),window.removeEventListener(\"keypress\",h))}()},enumerable:!0},buttons:{get:function(){return r},enumerable:!0},x:{get:function(){return i},enumerable:!0},y:{get:function(){return a},enumerable:!0},mods:{get:function(){return o},enumerable:!0}}),v};var n=t(\"mouse-event\")},{\"mouse-event\":243}],242:[function(t,e,r){var n={left:0,top:0};e.exports=function(t,e,r){e=e||t.currentTarget||t.srcElement,Array.isArray(r)||(r=[0,0]);var i=t.clientX||0,a=t.clientY||0,o=(s=e,s===window||s===document||s===document.body?n:s.getBoundingClientRect());var s;return r[0]=i-o.left,r[1]=a-o.top,r}},{}],243:[function(t,e,r){\"use strict\";function n(t){return t.target||t.srcElement||window}r.buttons=function(t){if(\"object\"==typeof t){if(\"buttons\"in t)return t.buttons;if(\"which\"in t){if(2===(e=t.which))return 4;if(3===e)return 2;if(e>0)return 1<<e-1}else if(\"button\"in t){var e;if(1===(e=t.button))return 4;if(2===e)return 2;if(e>=0)return 1<<e}}return 0},r.element=n,r.x=function(t){if(\"object\"==typeof t){if(\"offsetX\"in t)return t.offsetX;var e=n(t).getBoundingClientRect();return t.clientX-e.left}return 0},r.y=function(t){if(\"object\"==typeof t){if(\"offsetY\"in t)return t.offsetY;var e=n(t).getBoundingClientRect();return t.clientY-e.top}return 0}},{}],244:[function(t,e,r){\"use strict\";var n=t(\"to-px\");e.exports=function(t,e,r){\"function\"==typeof t&&(r=!!e,e=t,t=window);var i=n(\"ex\",t),a=function(t){r&&t.preventDefault();var n=t.deltaX||0,a=t.deltaY||0,o=t.deltaZ||0,s=1;switch(t.deltaMode){case 1:s=i;break;case 2:s=window.innerHeight}if(a*=s,o*=s,(n*=s)||a||o)return e(n,a,o,t)};return t.addEventListener(\"wheel\",a),a}},{\"to-px\":314}],245:[function(t,e,r){(function(t,r){(function(){\n",
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r=L(8/(3*y)),i=e/r;return[t/(r*(1-n(i)/y)),i]},mt.invert=function(t,e){var r=2-n(e)/L(2*y/3);return[t*L(6*y)/(2*r),d(e)*S((4-r*r)/3)]},gt.invert=function(t,e){var r=L(y*(4+y))/2;return[t*r/(1+L(1-e*e*(4+y)/(4*y))),e*r/2]},vt.invert=function(t,e){var r=e*L((4+y)/y)/2,n=S(r),i=o(n);return[t/(2/L(y*(4+y))*(1+i)),S((n+r*(i+2))/(2+x))]},yt.invert=function(t,e){var r=L(2+y),n=e*r/2;return[r*t/(1+o(n)),n]},xt.invert=function(t,e){var r=1+x,n=L(r/2);return[2*t*n/(1+o(e*=n)),S((e+m(e))/r)]};var bt=3+2*w;function _t(t,e){var r=m(t/=2),n=o(t),a=L(o(e)),s=o(e/=2),l=m(e)/(s+w*n*a),u=L(2/(1+l*l)),f=L((w*s+(n+r)*a)/(w*s+(n-r)*a));return[bt*(u*(f-1/f)-2*c(f)),bt*(u*l*(f+1/f)-2*i(l))]}_t.invert=function(t,e){if(!(r=D.invert(t/1.2,1.065*e)))return null;var r,a=r[0],s=r[1],l=20;t/=bt,e/=bt;do{var 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a=V(s,i);return[r/n*(t+e/o(a)),a]},a}function Mt(t){return[t[0]/2,S(g(t[1]/2*M))*A]}function St(t){return[2*t[0],2*i(m(t[1]*M))*A]}function Et(t,r){var i=2*y/r,s=t*t;function l(r,l){var c=e.geoAzimuthalEquidistantRaw(r,l),u=c[0],f=c[1],h=u*u+f*f;if(h>s){var d=L(h),g=a(f,u),b=i*p(g/i),_=g-b,w=t*o(_),T=(t*m(_)-_*m(w))/(x-w),k=Lt(_,T),A=(y-t)/Ct(k,w,y);u=d;var M,S=50;do{u-=M=(t+Ct(k,w,u)*A-d)/(k(u)*A)}while(n(M)>v&&--S>0);f=_*m(u),u<x&&(f-=T*(u-x));var E=m(b),C=o(b);c[0]=u*C-f*E,c[1]=u*E+f*C}return c}return l.invert=function(r,l){var c=r*r+l*l;if(c>s){var u=L(c),f=a(l,r),h=i*p(f/i),d=f-h;r=u*o(d),l=u*m(d);for(var g=r-x,v=m(r),b=l/v,_=r<x?1/0:0,w=10;;){var T=t*m(b),k=t*o(b),A=m(k),M=x-k,S=(T-b*A)/M,E=Lt(b,S);if(n(_)<1e-12||!--w)break;b-=_=(b*v-S*g-l)/(v-2*g*(M*(k+b*T*o(k)-A)-T*(T-b*A))/(M*M))}r=(u=t+Ct(E,k,r)*(y-t)/Ct(E,k,y))*o(f=h+b),l=u*m(f)}return e.geoAzimuthalEquidistantRaw.invert(r,l)},l}function Lt(t,e){return function(r){var n=t*o(r);return r<x&&(n-=e),L(1+n*n)}}function 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float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ vec2(positionOffset.x, -positionOffset.y)))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=i(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=f(t.viewport),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,a=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var i=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&i==e.font[r].baseString||(a=!0,e.font[r]=T.fonts[i],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:i,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:u.join(\" \")})},T.fonts[i]=e.font[r]}})),(a||o)&&this.font.forEach((function(r,i){var a=n.stringify({size:e.fontSize[i],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[i]=e.shader.atlas[a],!e.fontAtlas[i]){var o=r.metrics;e.shader.atlas[a]=e.fontAtlas[i]={fontString:a,step:2*Math.ceil(e.fontSize[i]*o.bottom*.5),em:e.fontSize[i],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),h=0;h<s.length;h++)s[h]=t.text;t.text=s}if(null!=t.text||a){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var i=e.fontAtlas[n],a=0;a<e.text.length;a++){var o=e.text.charAt(a);if(null==i.ids[o]&&(i.ids[o]=i.chars.length,i.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);g(t.kerning,m(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),A=0,M=0;A<this.counts.length;A++){var S=this.counts[A];if(w)for(var E=0;E<S;E++)k[M++]=t.position[2*A],k[M++]=t.position[2*A+1];else for(var L=0;L<S;L++)k[M++]=t.position[A][0],k[M++]=t.position[A][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||a){var C=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var I=0,O=0;I<this.counts.length;I++){for(var z=this.counts[I],D=this.font[I]||this.font[0],R=this.fontAtlas[I]||this.fontAtlas[0],F=0;F<z;F++){var B=this.text.charAt(O),N=this.text.charAt(O-1);if(C[O]=R.ids[B],P[2*O]=D.width[B],F){var j=P[2*O-2],U=P[2*O],V=P[2*O-1]+.5*j+.5*U;if(this.kerning){var H=D.kerning[N+B];H&&(V+=.001*H)}P[2*O+1]=V}else P[2*O+1]=.5*P[2*O];O++}this.textWidth.push(P.length?.5*P[2*O-2]+P[2*O-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:C,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),u.freeUint8(C),u.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],i=n.step,a=Math.floor(T.maxAtlasSize/i),o=Math.min(a,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*i),u=x(s*i);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[i,i]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,i=0;return i+=.5*n.bottom,i+=\"number\"==typeof t?t-n.baseline:-n[t],i*=-1}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var q;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;q=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)q.set(l(Y(W,W+4),\"uint8\"),W)}else{var X=t.color.length;q=u.mallocUint8(4*X);for(var Z=0;Z<X;Z++)q.set(l(t.color[Z]||0,\"uint8\"),4*Z)}this.color=q}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{\"bit-twiddle\":81,\"color-normalize\":89,\"css-font\":99,\"detect-kerning\":125,\"es6-weak-map\":183,\"flatten-vertex-data\":191,\"font-atlas\":192,\"font-measure\":193,\"gl-util/context\":226,\"is-plain-obj\":236,\"object-assign\":247,\"parse-rect\":249,\"parse-unit\":251,\"pick-by-alias\":253,regl:283,\"to-px\":314,\"typedarray-pool\":327}],226:[function(t,e,r){(function(r){(function(){\"use strict\";var n=t(\"pick-by-alias\");function i(t){if(t.container)if(t.container==document.body)document.body.style.width||(t.canvas.width=t.width||t.pixelRatio*r.innerWidth),document.body.style.height||(t.canvas.height=t.height||t.pixelRatio*r.innerHeight);else{var 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r=e.parse(t[1],1,Bt);if(!r)return null;var n=[],i=null;e.expectedType&&\"value\"!==e.expectedType.kind&&(i=e.expectedType);for(var a=1;a<t.length;a+=2){var o=1===a?-1/0:t[a],s=t[a+1],l=a,c=a+1;if(\"number\"!=typeof o)return e.error('Input/output pairs for \"step\" expressions must be defined using literal numeric values (not computed expressions) for the input values.',l);if(n.length&&n[n.length-1][0]>=o)return e.error('Input/output pairs for \"step\" expressions must be arranged with input values in strictly ascending order.',l);var u=e.parse(s,c,i);if(!u)return null;i=i||u.type,n.push([o,u])}return new He(i,r,n)},He.prototype.evaluate=function(t){var e=this.labels,r=this.outputs;if(1===e.length)return r[0].evaluate(t);var n=this.input.evaluate(t);if(n<=e[0])return r[0].evaluate(t);var i=e.length;return n>=e[i-1]?r[i-1].evaluate(t):r[Ve(e,n)].evaluate(t)},He.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1){t(r[e])}},He.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},He.prototype.serialize=function(){for(var t=[\"step\",this.input.serialize()],e=0;e<this.labels.length;e++)e>0&&t.push(this.labels[e]),t.push(this.outputs[e].serialize());return t};var Ge=Object.freeze({__proto__:null,number:qe,color:function(t,e,r){return new te(qe(t.r,e.r,r),qe(t.g,e.g,r),qe(t.b,e.b,r),qe(t.a,e.a,r))},array:function(t,e,r){return t.map((function(t,n){return qe(t,e[n],r)}))}}),Ye=6/29,We=3*Ye*Ye,Xe=Math.PI/180,Ze=180/Math.PI;function Je(t){return t>.008856451679035631?Math.pow(t,1/3):t/We+4/29}function Ke(t){return t>Ye?t*t*t:We*(t-4/29)}function Qe(t){return 255*(t<=.0031308?12.92*t:1.055*Math.pow(t,1/2.4)-.055)}function $e(t){return(t/=255)<=.04045?t/12.92:Math.pow((t+.055)/1.055,2.4)}function tr(t){var e=$e(t.r),r=$e(t.g),n=$e(t.b),i=Je((.4124564*e+.3575761*r+.1804375*n)/.95047),a=Je((.2126729*e+.7151522*r+.072175*n)/1);return{l:116*a-16,a:500*(i-a),b:200*(a-Je((.0193339*e+.119192*r+.9503041*n)/1.08883)),alpha:t.a}}function er(t){var e=(t.l+16)/116,r=isNaN(t.a)?e:e+t.a/500,n=isNaN(t.b)?e:e-t.b/200;return e=1*Ke(e),r=.95047*Ke(r),n=1.08883*Ke(n),new te(Qe(3.2404542*r-1.5371385*e-.4985314*n),Qe(-.969266*r+1.8760108*e+.041556*n),Qe(.0556434*r-.2040259*e+1.0572252*n),t.alpha)}function rr(t,e,r){var n=e-t;return t+r*(n>180||n<-180?n-360*Math.round(n/360):n)}var nr={forward:tr,reverse:er,interpolate:function(t,e,r){return{l:qe(t.l,e.l,r),a:qe(t.a,e.a,r),b:qe(t.b,e.b,r),alpha:qe(t.alpha,e.alpha,r)}}},ir={forward:function(t){var e=tr(t),r=e.l,n=e.a,i=e.b,a=Math.atan2(i,n)*Ze;return{h:a<0?a+360:a,c:Math.sqrt(n*n+i*i),l:r,alpha:t.a}},reverse:function(t){var e=t.h*Xe,r=t.c;return er({l:t.l,a:Math.cos(e)*r,b:Math.sin(e)*r,alpha:t.alpha})},interpolate:function(t,e,r){return{h:rr(t.h,e.h,r),c:qe(t.c,e.c,r),l:qe(t.l,e.l,r),alpha:qe(t.alpha,e.alpha,r)}}},ar=Object.freeze({__proto__:null,lab:nr,hcl:ir}),or=function(t,e,r,n,i){this.type=t,this.operator=e,this.interpolation=r,this.input=n,this.labels=[],this.outputs=[];for(var a=0,o=i;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1];this.labels.push(l),this.outputs.push(c)}};function sr(t,e,r,n){var i=n-r,a=t-r;return 0===i?0:1===e?a/i:(Math.pow(e,a)-1)/(Math.pow(e,i)-1)}or.interpolationFactor=function(t,e,n,i){var a=0;if(\"exponential\"===t.name)a=sr(e,t.base,n,i);else if(\"linear\"===t.name)a=sr(e,1,n,i);else if(\"cubic-bezier\"===t.name){var o=t.controlPoints;a=new r(o[0],o[1],o[2],o[3]).solve(sr(e,1,n,i))}return a},or.parse=function(t,e){var r=t[0],n=t[1],i=t[2],a=t.slice(3);if(!Array.isArray(n)||0===n.length)return e.error(\"Expected an interpolation type expression.\",1);if(\"linear\"===n[0])n={name:\"linear\"};else if(\"exponential\"===n[0]){var o=n[1];if(\"number\"!=typeof o)return e.error(\"Exponential interpolation requires a numeric base.\",1,1);n={name:\"exponential\",base:o}}else{if(\"cubic-bezier\"!==n[0])return e.error(\"Unknown interpolation type \"+String(n[0]),1,0);var s=n.slice(1);if(4!==s.length||s.some((function(t){return\"number\"!=typeof t||t<0||t>1})))return e.error(\"Cubic bezier interpolation requires four numeric arguments with values between 0 and 1.\",1);n={name:\"cubic-bezier\",controlPoints:s}}if(t.length-1<4)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if((t.length-1)%2!=0)return e.error(\"Expected an even number of arguments.\");if(!(i=e.parse(i,2,Bt)))return null;var l=[],c=null;\"interpolate-hcl\"===r||\"interpolate-lab\"===r?c=Ut:e.expectedType&&\"value\"!==e.expectedType.kind&&(c=e.expectedType);for(var u=0;u<a.length;u+=2){var f=a[u],h=a[u+1],p=u+3,d=u+4;if(\"number\"!=typeof f)return e.error('Input/output pairs for 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a=Ve(e,n),o=e[a],s=e[a+1],l=or.interpolationFactor(this.interpolation,n,o,s),c=r[a].evaluate(t),u=r[a+1].evaluate(t);return\"interpolate\"===this.operator?Ge[this.type.kind.toLowerCase()](c,u,l):\"interpolate-hcl\"===this.operator?ir.reverse(ir.interpolate(ir.forward(c),ir.forward(u),l)):nr.reverse(nr.interpolate(nr.forward(c),nr.forward(u),l))},or.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1){t(r[e])}},or.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},or.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var lr=function(t,e){this.type=t,this.args=e};lr.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var i=[],a=0,o=t.slice(1);a<o.length;a+=1){var s=o[a],l=e.parse(s,1+i.length,r,void 0,{typeAnnotation:\"omit\"});if(!l)return null;r=r||l.type,i.push(l)}var c=n&&i.some((function(t){return Jt(n,t.type)}));return new lr(c?Ht:r,i)},lr.prototype.evaluate=function(t){for(var e,r=null,n=0,i=0,a=this.args;i<a.length;i+=1){if(n++,(r=a[i].evaluate(t))&&r instanceof ie&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null!==r)break}return r},lr.prototype.eachChild=function(t){this.args.forEach(t)},lr.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},lr.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var cr=function(t,e){this.type=e.type,this.bindings=[].concat(t),this.result=e};cr.prototype.evaluate=function(t){return this.result.evaluate(t)},cr.prototype.eachChild=function(t){for(var e=0,r=this.bindings;e<r.length;e+=1){t(r[e][1])}t(this.result)},cr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found \"+(t.length-1)+\" instead.\");for(var r=[],n=1;n<t.length-1;n+=2){var i=t[n];if(\"string\"!=typeof i)return e.error(\"Expected string, but found \"+typeof i+\" instead.\",n);if(/[^a-zA-Z0-9_]/.test(i))return e.error(\"Variable names must contain only alphanumeric characters or '_'.\",n);var a=e.parse(t[n+1],n+1);if(!a)return null;r.push([i,a])}var o=e.parse(t[t.length-1],t.length-1,e.expectedType,r);return o?new cr(r,o):null},cr.prototype.outputDefined=function(){return this.result.outputDefined()},cr.prototype.serialize=function(){for(var t=[\"let\"],e=0,r=this.bindings;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t.push(i,a.serialize())}return t.push(this.result.serialize()),t};var ur=function(t,e,r){this.type=t,this.index=e,this.input=r};ur.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Bt),n=e.parse(t[2],2,Wt(e.expectedType||Ht));if(!r||!n)return null;var i=n.type;return new ur(i.itemType,r,n)},ur.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new ue(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new ue(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new ue(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},ur.prototype.eachChild=function(t){t(this.index),t(this.input)},ur.prototype.outputDefined=function(){return!1},ur.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var fr=function(t,e){this.type=jt,this.needle=t,this.haystack=e};fr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Ht),n=e.parse(t[2],2,Ht);return r&&n?Kt(r.type,[jt,Nt,Bt,Ft,Ht])?new fr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(r.type)+\" instead\"):null},fr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!Qt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ue(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(se(e))+\" instead.\");if(!Qt(r,[\"string\",\"array\"]))throw new ue(\"Expected second argument to be of type array or string, but found \"+Xt(se(r))+\" instead.\");return r.indexOf(e)>=0},fr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},fr.prototype.outputDefined=function(){return!0},fr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var hr=function(t,e,r){this.type=Bt,this.needle=t,this.haystack=e,this.fromIndex=r};hr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Ht),n=e.parse(t[2],2,Ht);if(!r||!n)return null;if(!Kt(r.type,[jt,Nt,Bt,Ft,Ht]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(r.type)+\" instead\");if(4===t.length){var i=e.parse(t[3],3,Bt);return i?new hr(r,n,i):null}return new hr(r,n)},hr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!Qt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new ue(\"Expected first argument to be of type boolean, string, number or null, but found \"+Xt(se(e))+\" instead.\");if(!Qt(r,[\"string\",\"array\"]))throw new ue(\"Expected second argument to be of type array or string, but found \"+Xt(se(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},hr.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},hr.prototype.outputDefined=function(){return!1},hr.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var pr=function(t,e,r,n,i,a){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=i,this.otherwise=a};pr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of 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m?\"value\"!==d.type.kind&&e.concat(1).checkSubtype(r,d.type)?null:new pr(r,n,d,i,a,m):null},pr.prototype.evaluate=function(t){var e=this.input.evaluate(t);return(se(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)},pr.prototype.eachChild=function(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)},pr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))&&this.otherwise.outputDefined()},pr.prototype.serialize=function(){for(var t=this,e=[\"match\",this.input.serialize()],r=[],n={},i=0,a=Object.keys(this.cases).sort();i<a.length;i+=1){var o=a[i];void 0===(f=n[this.cases[o]])?(n[this.cases[o]]=r.length,r.push([this.cases[o],[o]])):r[f][1].push(o)}for(var s=function(e){return\"number\"===t.inputType.kind?Number(e):e},l=0,c=r;l<c.length;l+=1){var u=c[l],f=u[0],h=u[1];1===h.length?e.push(s(h[0])):e.push(h.map(s)),e.push(this.outputs[outputIndex$1].serialize())}return e.push(this.otherwise.serialize()),e};var dr=function(t,e,r){this.type=t,this.branches=e,this.otherwise=r};dr.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 3 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=0)return e.error(\"Expected an odd number of arguments.\");var r;e.expectedType&&\"value\"!==e.expectedType.kind&&(r=e.expectedType);for(var n=[],i=1;i<t.length-1;i+=2){var a=e.parse(t[i],i,jt);if(!a)return null;var o=e.parse(t[i+1],i+1,r);if(!o)return null;n.push([a,o]),r=r||o.type}var s=e.parse(t[t.length-1],t.length-1,r);return s?new dr(r,n,s):null},dr.prototype.evaluate=function(t){for(var e=0,r=this.branches;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];if(i.evaluate(t))return a.evaluate(t)}return this.otherwise.evaluate(t)},dr.prototype.eachChild=function(t){for(var e=0,r=this.branches;e<r.length;e+=1){var n=r[e],i=n[0],a=n[1];t(i),t(a)}t(this.otherwise)},dr.prototype.outputDefined=function(){return this.branches.every((function(t){t[0];return 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or?a.interpolation:void 0;return Ir(new Zr(n?\"camera\":\"composite\",t.value,a.labels,o))}Zr.prototype.evaluateWithoutErrorHandling=function(t,e,r,n,i,a){return this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,i,a)},Zr.prototype.evaluate=function(t,e,r,n,i,a){return this._styleExpression.evaluate(t,e,r,n,i,a)},Zr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?or.interpolationFactor(this.interpolationType,t,e,r):0};var Kr=function(t,e){this._parameters=t,this._specification=e,It(this,function t(e,r){var n,i,a,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||void 0!==e.property,c=s||!l,u=e.type||(Rr(r)?\"exponential\":\"interval\");if(o&&((e=It({},e)).stops&&(e.stops=e.stops.map((function(t){return[t[0],te.parse(t[1])]}))),e.default?e.default=te.parse(e.default):e.default=te.parse(r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!ar[e.colorSpace])throw new Error(\"Unknown color space: 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n&&r<n.minimum?[new Ct(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new Ct(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function en(t){var e,r,n,i=t.valueSpec,a=Ot(t.value.type),o={},s=\"categorical\"!==a&&void 0===t.value.property,l=!s,c=\"array\"===Fr(t.value.stops)&&\"array\"===Fr(t.value.stops[0])&&\"object\"===Fr(t.value.stops[0][0]),u=Qr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===a)return[new Ct(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;e=e.concat($r({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:f})),\"array\"===Fr(r)&&0===r.length&&e.push(new Ct(t.key,r,\"array must have at least one stop\"));return e},default:function(t){return kn({key:t.key,value:t.value,valueSpec:i,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===a&&s&&u.push(new Ct(t.key,t.value,'missing required property \"property\"')),\"identity\"===a||t.value.stops||u.push(new Ct(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===a&&t.valueSpec.expression&&!Rr(t.valueSpec)&&u.push(new Ct(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!zr(t.valueSpec)?u.push(new Ct(t.key,t.value,\"property functions not supported\")):s&&!Dr(t.valueSpec)&&u.push(new Ct(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==a&&!c||void 0!==t.value.property||u.push(new Ct(t.key,t.value,'\"property\" property is required')),u;function f(t){var e=[],a=t.value,s=t.key;if(\"array\"!==Fr(a))return[new Ct(s,a,\"array expected, \"+Fr(a)+\" found\")];if(2!==a.length)return[new Ct(s,a,\"array length 2 expected, length \"+a.length+\" found\")];if(c){if(\"object\"!==Fr(a[0]))return[new Ct(s,a,\"object expected, \"+Fr(a[0])+\" found\")];if(void 0===a[0].zoom)return[new Ct(s,a,\"object stop key must have zoom\")];if(void 0===a[0].value)return[new Ct(s,a,\"object stop key must have value\")];if(n&&n>Ot(a[0].zoom))return[new Ct(s,a[0].zoom,\"stop zoom values must appear in ascending order\")];Ot(a[0].zoom)!==n&&(n=Ot(a[0].zoom),r=void 0,o={}),e=e.concat(Qr({key:s+\"[0]\",value:a[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:tn,value:h}}))}else e=e.concat(h({key:s+\"[0]\",value:a[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},a));return Yr(zt(a[1]))?e.concat([new Ct(s+\"[1]\",a[1],\"expressions are not allowed in function stops.\")]):e.concat(kn({key:s+\"[1]\",value:a[1],valueSpec:i,style:t.style,styleSpec:t.styleSpec}))}function h(t,n){var s=Fr(t.value),l=Ot(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new Ct(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new Ct(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==a){var u=\"number expected, \"+s+\" found\";return zr(i)&&void 0===a&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new Ct(t.key,c,u)]}return\"categorical\"!==a||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==a&&\"number\"===s&&void 0!==r&&l<r?[new Ct(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===a&&l in o?[new Ct(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new Ct(t.key,c,\"integer expected, found \"+l)]}}function rn(t){var e=(\"property\"===t.expressionContext?Jr:Wr)(zt(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new Ct(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new Ct(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!Be(r))return[new Ct(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!Be(r))return[new Ct(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Ne(r,[\"zoom\",\"feature-state\"]))return[new Ct(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!Fe(r))return[new Ct(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function nn(t){var e=t.key,r=t.value,n=t.valueSpec,i=[];return Array.isArray(n.values)?-1===n.values.indexOf(Ot(r))&&i.push(new Ct(e,r,\"expected one of [\"+n.values.join(\", \")+\"], 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on={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function sn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};an(t)||(t=cn(t));var e=Wr(t,on);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:function t(e){if(!Array.isArray(e))return!1;if(\"within\"===e[0])return!0;for(var r=1;r<e.length;r++)if(t(e[r]))return!0;return!1}(t)}}function ln(t,e){return t<e?-1:t>e?1:0}function cn(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?un(t[1],t[2],\"==\"):\"!=\"===r?pn(un(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?un(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(cn))):\"all\"===r?[\"all\"].concat(t.slice(1).map(cn)):\"none\"===r?[\"all\"].concat(t.slice(1).map(cn).map(pn)):\"in\"===r?fn(t[1],t.slice(2)):\"!in\"===r?pn(fn(t[1],t.slice(2))):\"has\"===r?hn(t[1]):\"!has\"===r?pn(hn(t[1])):\"within\"!==r||t}function un(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function fn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(ln)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function hn(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function pn(t){return[\"!\",t]}function dn(t){return an(zt(t.value))?rn(It({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):function t(e){var r=e.value,n=e.key;if(\"array\"!==Fr(r))return[new Ct(n,r,\"array expected, \"+Fr(r)+\" found\")];var i,a=e.styleSpec,o=[];if(r.length<1)return[new Ct(n,r,\"filter array must have at least 1 element\")];switch(o=o.concat(nn({key:n+\"[0]\",value:r[0],valueSpec:a.filter_operator,style:e.style,styleSpec:e.styleSpec})),Ot(r[0])){case\"<\":case\"<=\":case\">\":case\">=\":r.length>=2&&\"$type\"===Ot(r[1])&&o.push(new Ct(n,r,'\"$type\" cannot be use with operator \"'+r[0]+'\"'));case\"==\":case\"!=\":3!==r.length&&o.push(new Ct(n,r,'filter array for operator \"'+r[0]+'\" must have 3 elements'));case\"in\":case\"!in\":r.length>=2&&\"string\"!==(i=Fr(r[1]))&&o.push(new Ct(n+\"[1]\",r[1],\"string expected, \"+i+\" 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r=t.key,n=t.style,i=t.styleSpec,a=t.value,o=t.objectKey,s=i[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return kn({key:r,value:a,valueSpec:i.transition,style:n,styleSpec:i});var c,u=t.valueSpec||s[o];if(!u)return[new Ct(r,a,'unknown property \"'+o+'\"')];if(\"string\"===Fr(a)&&zr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(a)))return[new Ct(r,a,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var f=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&f.push(new Ct(r,a,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Br(zt(a))&&\"identity\"===Ot(a.type)&&f.push(new Ct(r,a,'\"text-font\" does not support identity 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null!=hi.applyArabicShaping&&null!=hi.processBidirectionalText&&null!=hi.processStyledBidirectionalText},getPluginURL:function(){return oi}},pi=function(t,e){this.zoom=t,e?(this.now=e.now,this.fadeDuration=e.fadeDuration,this.zoomHistory=e.zoomHistory,this.transition=e.transition):(this.now=0,this.fadeDuration=0,this.zoomHistory=new Gn,this.transition={})};pi.prototype.isSupportedScript=function(t){return function(t,e){for(var r=0,n=t;r<n.length;r+=1){if(!Qn(n[r].charCodeAt(0),e))return!1}return!0}(t,hi.isLoaded())},pi.prototype.crossFadingFactor=function(){return 0===this.fadeDuration?1:Math.min((this.now-this.zoomHistory.lastIntegerZoomTime)/this.fadeDuration,1)},pi.prototype.getCrossfadeParameters=function(){var t=this.zoom,e=t-Math.floor(t),r=this.crossFadingFactor();return t>this.zoomHistory.lastIntegerZoom?{fromScale:2,toScale:1,t:e+(1-e)*r}:{fromScale:.5,toScale:1,t:1-(1-r)*e}};var di=function(t,e){this.property=t,this.value=e,this.expression=function(t,e){if(Br(t))return new Kr(t,e);if(Yr(t)){var r=Jr(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=te.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};di.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},di.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var mi=function(t){this.property=t,this.value=new di(t,void 0)};mi.prototype.transitioned=function(t,e){return new vi(this.property,this.value,e,u({},t.transition,this.transition),t.now)},mi.prototype.untransitioned=function(){return new vi(this.property,this.value,null,{},0)};var gi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};gi.prototype.getValue=function(t){return x(this._values[t].value.value)},gi.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new mi(this._values[t].property)),this._values[t].value=new di(this._values[t].property,null===e?void 0:x(e))},gi.prototype.getTransition=function(t){return x(this._values[t].transition)},gi.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new mi(this._values[t].property)),this._values[t].transition=x(e)||void 0},gi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i);var a=this.getTransition(n);void 0!==a&&(t[n+\"-transition\"]=a)}return t},gi.prototype.transitioned=function(t,e){for(var r=new yi(this._properties),n=0,i=Object.keys(this._values);n<i.length;n+=1){var a=i[n];r._values[a]=this._values[a].transitioned(t,e._values[a])}return r},gi.prototype.untransitioned=function(){for(var t=new yi(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var vi=function(t,e,r,n,i){this.property=t,this.value=e,this.begin=i+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};vi.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,i=this.value.possiblyEvaluate(t,e,r),a=this.prior;if(a){if(n>this.end)return this.prior=null,i;if(this.value.isDataDriven())return this.prior=null,i;if(n<this.begin)return a.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(a.possiblyEvaluate(t,e,r),i,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return i};var yi=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};yi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},yi.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1){var r=e[t];if(this._values[r].prior)return!0}return!1};var xi=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};xi.prototype.getValue=function(t){return x(this._values[t].value)},xi.prototype.setValue=function(t,e){this._values[t]=new di(this._values[t].property,null===e?void 0:x(e))},xi.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],i=this.getValue(n);void 0!==i&&(t[n]=i)}return t},xi.prototype.possiblyEvaluate=function(t,e,r){for(var n=new _i(this._properties),i=0,a=Object.keys(this._values);i<a.length;i+=1){var o=a[i];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var bi=function(t,e,r){this.property=t,this.value=e,this.parameters=r};bi.prototype.isConstant=function(){return\"constant\"===this.value.kind},bi.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},bi.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var _i=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};_i.prototype.get=function(t){return this._values[t]};var wi=function(t){this.specification=t};wi.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},wi.prototype.interpolate=function(t,e,r){var n=Ge[this.specification.type];return n?n(t,e,r):t};var Ti=function(t,e){this.specification=t,this.overrides=e};Ti.prototype.possiblyEvaluate=function(t,e,r,n){return\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?new bi(this,{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)},e):new bi(this,t.expression,e)},Ti.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new bi(this,{kind:\"constant\",value:void 0},t.parameters);var n=Ge[this.specification.type];return n?new bi(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},Ti.prototype.evaluate=function(t,e,r,n,i,a){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,i,a)};var ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new bi(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n),a=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof i?i.name:i,o=this._calculate(a,a,a,e);return new bi(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new bi(this,{kind:\"constant\",value:s},e)}return new bi(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,i,a){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,i,a);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(Ti),Ai=function(t){this.specification=t};Ai.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var i=t.expression.evaluate(e,null,{},r,n);return this._calculate(i,i,i,e)}return this._calculate(t.expression.evaluate(new pi(Math.floor(e.zoom-1),e)),t.expression.evaluate(new pi(Math.floor(e.zoom),e)),t.expression.evaluate(new pi(Math.floor(e.zoom+1),e)),e)}},Ai.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},Ai.prototype.interpolate=function(t){return t};var Mi=function(t){this.specification=t};Mi.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},Mi.prototype.interpolate=function(){return!1};var Si=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new di(r,void 0),i=this.defaultTransitionablePropertyValues[e]=new mi(r);this.defaultTransitioningPropertyValues[e]=i.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Nn(\"DataDrivenProperty\",Ti),Nn(\"DataConstantProperty\",wi),Nn(\"CrossFadedDataDrivenProperty\",ki),Nn(\"CrossFadedProperty\",Ai),Nn(\"ColorRampProperty\",Mi);var Ei=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(e=e,this.metadata=e.metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new xi(r.layout)),r.paint)){for(var n in this._transitionablePaint=new gi(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var i in e.layout)this.setLayoutProperty(i,e.layout[i],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new _i(r.paint)}}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".layout.\"+t;if(this._validate(In,n,t,e,r))return}\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e},e.prototype.getPaintProperty=function(t){return g(t,\"-transition\")?this._transitionablePaint.getTransition(t.slice(0,-\"-transition\".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e){var n=\"layers.\"+this.id+\".paint.\"+t;if(this._validate(Pn,n,t,e,r))return!1}if(g(t,\"-transition\"))return this._transitionablePaint.setTransition(t.slice(0,-\"-transition\".length),e||void 0),!1;var i=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===i.property.specification[\"property-type\"],o=i.value.isDataDriven(),s=i.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var l=this._transitionablePaint._values[t].value;return l.isDataDriven()||o||a||this._handleOverridablePaintPropertyUpdate(t,s,l)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||(!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility)},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&On(this,t.call(Ln,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:Lt,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof bi&&zr(e.property.specification)&&((\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent))return!0}return!1},e}(Et),Li={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},Ci=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},Pi=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ii(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var i,a=(i=t.type,Li[i].BYTES_PER_ELEMENT),o=r=Oi(r,Math.max(e,a)),s=t.components||1;return n=Math.max(n,a),r+=a*s,{name:t.name,type:t.type,components:s,offset:o}})),size:Oi(r,Math.max(n,e)),alignment:e}}function Oi(t,e){return Math.ceil(t/e)*e}Pi.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},Pi.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},Pi.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},Pi.prototype.clear=function(){this.length=0},Pi.prototype.resize=function(t){this.reserve(t),this.length=t},Pi.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},Pi.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(Pi);zi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout2i4\",zi);var Di=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,this.int16[a+3]=i,t},e}(Pi);Di.prototype.bytesPerElement=8,Nn(\"StructArrayLayout4i8\",Di);var Ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Ri.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2i4i12\",Ri);var Fi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=i,this.uint8[l+6]=a,this.uint8[l+7]=o,t},e}(Pi);Fi.prototype.bytesPerElement=8,Nn(\"StructArrayLayout2i4ub8\",Fi);var Bi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c){var u=this.length;return this.resize(u+1),this.emplace(u,t,e,r,n,i,a,o,s,l,c)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u){var f=9*t,h=18*t;return this.uint16[f+0]=e,this.uint16[f+1]=r,this.uint16[f+2]=n,this.uint16[f+3]=i,this.uint16[f+4]=a,this.uint16[f+5]=o,this.uint16[f+6]=s,this.uint16[f+7]=l,this.uint8[h+16]=c,this.uint8[h+17]=u,t},e}(Pi);Bi.prototype.bytesPerElement=18,Nn(\"StructArrayLayout8ui2ub18\",Bi);var Ni=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f){var h=this.length;return this.resize(h+1),this.emplace(h,t,e,r,n,i,a,o,s,l,c,u,f)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=i,this.uint16[p+4]=a,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=f,this.int16[p+11]=h,t},e}(Pi);Ni.prototype.bytesPerElement=24,Nn(\"StructArrayLayout4i4ui4i24\",Ni);var ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,t},e}(Pi);ji.prototype.bytesPerElement=12,Nn(\"StructArrayLayout3f12\",ji);var Ui=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint32[r+0]=e,t},e}(Pi);Ui.prototype.bytesPerElement=4,Nn(\"StructArrayLayout1ul4\",Ui);var Vi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l){var c=this.length;return this.resize(c+1),this.emplace(c,t,e,r,n,i,a,o,s,l)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c){var u=10*t,f=5*t;return this.int16[u+0]=e,this.int16[u+1]=r,this.int16[u+2]=n,this.int16[u+3]=i,this.int16[u+4]=a,this.int16[u+5]=o,this.uint32[f+3]=s,this.uint16[u+8]=l,this.uint16[u+9]=c,t},e}(Pi);Vi.prototype.bytesPerElement=20,Nn(\"StructArrayLayout6i1ul2ui20\",Vi);var Hi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,i,a)},e.prototype.emplace=function(t,e,r,n,i,a,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=i,this.int16[s+4]=a,this.int16[s+5]=o,t},e}(Pi);Hi.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2i2i2i12\",Hi);var qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n,i)},e.prototype.emplace=function(t,e,r,n,i,a){var o=4*t,s=8*t;return this.float32[o+0]=e,this.float32[o+1]=r,this.float32[o+2]=n,this.int16[s+6]=i,this.int16[s+7]=a,t},e}(Pi);qi.prototype.bytesPerElement=16,Nn(\"StructArrayLayout2f1f2i16\",qi);var Gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=12*t,o=3*t;return this.uint8[a+0]=e,this.uint8[a+1]=r,this.float32[o+1]=n,this.float32[o+2]=i,t},e}(Pi);Gi.prototype.bytesPerElement=12,Nn(\"StructArrayLayout2ub2f12\",Gi);var Yi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.uint16[i+0]=e,this.uint16[i+1]=r,this.uint16[i+2]=n,t},e}(Pi);Yi.prototype.bytesPerElement=6,Nn(\"StructArrayLayout3ui6\",Yi);var Wi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g){var v=this.length;return this.resize(v+1),this.emplace(v,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v){var y=24*t,x=12*t,b=48*t;return this.int16[y+0]=e,this.int16[y+1]=r,this.uint16[y+2]=n,this.uint16[y+3]=i,this.uint32[x+2]=a,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[y+10]=l,this.uint16[y+11]=c,this.uint16[y+12]=u,this.float32[x+7]=f,this.float32[x+8]=h,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=m,this.uint32[x+10]=g,this.int16[y+22]=v,t},e}(Pi);Wi.prototype.bytesPerElement=48,Nn(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",Wi);var Xi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S)},e.prototype.emplace=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S,E){var L=34*t,C=17*t;return this.int16[L+0]=e,this.int16[L+1]=r,this.int16[L+2]=n,this.int16[L+3]=i,this.int16[L+4]=a,this.int16[L+5]=o,this.int16[L+6]=s,this.int16[L+7]=l,this.uint16[L+8]=c,this.uint16[L+9]=u,this.uint16[L+10]=f,this.uint16[L+11]=h,this.uint16[L+12]=p,this.uint16[L+13]=d,this.uint16[L+14]=m,this.uint16[L+15]=g,this.uint16[L+16]=v,this.uint16[L+17]=y,this.uint16[L+18]=x,this.uint16[L+19]=b,this.uint16[L+20]=_,this.uint16[L+21]=w,this.uint16[L+22]=T,this.uint32[C+12]=k,this.float32[C+13]=A,this.float32[C+14]=M,this.float32[C+15]=S,this.float32[C+16]=E,t},e}(Pi);Xi.prototype.bytesPerElement=68,Nn(\"StructArrayLayout8i15ui1ul4f68\",Xi);var Zi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.float32[r+0]=e,t},e}(Pi);Zi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout1f4\",Zi);var Ji=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=3*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,t},e}(Pi);Ji.prototype.bytesPerElement=6,Nn(\"StructArrayLayout3i6\",Ji);var Ki=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var i=2*t,a=4*t;return this.uint32[i+0]=e,this.uint16[a+2]=r,this.uint16[a+3]=n,t},e}(Pi);Ki.prototype.bytesPerElement=8,Nn(\"StructArrayLayout1ul2ui8\",Ki);var Qi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t},e}(Pi);Qi.prototype.bytesPerElement=4,Nn(\"StructArrayLayout2ui4\",Qi);var $i=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){var r=1*t;return this.uint16[r+0]=e,t},e}(Pi);$i.prototype.bytesPerElement=2,Nn(\"StructArrayLayout1ui2\",$i);var ta=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.float32[n+0]=e,this.float32[n+1]=r,t},e}(Pi);ta.prototype.bytesPerElement=8,Nn(\"StructArrayLayout2f8\",ta);var ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var i=this.length;return this.resize(i+1),this.emplace(i,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,i){var a=4*t;return this.float32[a+0]=e,this.float32[a+1]=r,this.float32[a+2]=n,this.float32[a+3]=i,t},e}(Pi);ea.prototype.bytesPerElement=16,Nn(\"StructArrayLayout4f16\",ea);var ra=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorPointX:{configurable:!0},anchorPointY:{configurable:!0},x1:{configurable:!0},y1:{configurable:!0},x2:{configurable:!0},y2:{configurable:!0},featureIndex:{configurable:!0},sourceLayerIndex:{configurable:!0},bucketIndex:{configurable:!0},anchorPoint:{configurable:!0}};return r.anchorPointX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorPointY.get=function(){return this._structArray.int16[this._pos2+1]},r.x1.get=function(){return this._structArray.int16[this._pos2+2]},r.y1.get=function(){return this._structArray.int16[this._pos2+3]},r.x2.get=function(){return this._structArray.int16[this._pos2+4]},r.y2.get=function(){return this._structArray.int16[this._pos2+5]},r.featureIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.sourceLayerIndex.get=function(){return this._structArray.uint16[this._pos2+8]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.anchorPoint.get=function(){return new i(this.anchorPointX,this.anchorPointY)},Object.defineProperties(e.prototype,r),e}(Ci);ra.prototype.size=20;var na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ra(this,t)},e}(Vi);Nn(\"CollisionBoxArray\",na);var ia=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},glyphStartIndex:{configurable:!0},numGlyphs:{configurable:!0},vertexStartIndex:{configurable:!0},lineStartIndex:{configurable:!0},lineLength:{configurable:!0},segment:{configurable:!0},lowerSize:{configurable:!0},upperSize:{configurable:!0},lineOffsetX:{configurable:!0},lineOffsetY:{configurable:!0},writingMode:{configurable:!0},placedOrientation:{configurable:!0},hidden:{configurable:!0},crossTileID:{configurable:!0},associatedIconIndex:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.glyphStartIndex.get=function(){return this._structArray.uint16[this._pos2+2]},r.numGlyphs.get=function(){return this._structArray.uint16[this._pos2+3]},r.vertexStartIndex.get=function(){return this._structArray.uint32[this._pos4+2]},r.lineStartIndex.get=function(){return this._structArray.uint32[this._pos4+3]},r.lineLength.get=function(){return this._structArray.uint32[this._pos4+4]},r.segment.get=function(){return this._structArray.uint16[this._pos2+10]},r.lowerSize.get=function(){return this._structArray.uint16[this._pos2+11]},r.upperSize.get=function(){return this._structArray.uint16[this._pos2+12]},r.lineOffsetX.get=function(){return this._structArray.float32[this._pos4+7]},r.lineOffsetY.get=function(){return this._structArray.float32[this._pos4+8]},r.writingMode.get=function(){return this._structArray.uint8[this._pos1+36]},r.placedOrientation.get=function(){return this._structArray.uint8[this._pos1+37]},r.placedOrientation.set=function(t){this._structArray.uint8[this._pos1+37]=t},r.hidden.get=function(){return this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(Ci);ia.prototype.size=48;var aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.get=function(t){return new ia(this,t)},e}(Wi);Nn(\"PlacedSymbolArray\",aa);var oa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return 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c=t.readVarint();n=7&c,a=c>>3}if(a--,1===n||2===n)o+=t.readSVarint(),s+=t.readSVarint(),1===n&&(e&&l.push(e),e=[]),e.push(new i(o,s));else{if(7!==n)throw new Error(\"unknown command \"+n);e&&e.push(e[0].clone())}}return e&&l.push(e),l},ws.prototype.bbox=function(){var t=this._pbf;t.pos=this._geometry;for(var e=t.readVarint()+t.pos,r=1,n=0,i=0,a=0,o=1/0,s=-1/0,l=1/0,c=-1/0;t.pos<e;){if(n<=0){var u=t.readVarint();r=7&u,n=u>>3}if(n--,1===r||2===r)(i+=t.readSVarint())<o&&(o=i),i>s&&(s=i),(a+=t.readSVarint())<l&&(l=a),a>c&&(c=a);else if(7!==r)throw new Error(\"unknown command \"+r)}return[o,l,s,c]},ws.prototype.toGeoJSON=function(t,e,r){var n,i,a=this.extent*Math.pow(2,r),o=this.extent*t,s=this.extent*e,l=this.loadGeometry(),c=ws.types[this.type];function u(t){for(var e=0;e<t.length;e++){var r=t[e],n=180-360*(r.y+s)/a;t[e]=[360*(r.x+o)/a-180,360/Math.PI*Math.atan(Math.exp(n*Math.PI/180))-90]}}switch(this.type){case 1:var f=[];for(n=0;n<l.length;n++)f[n]=l[n][0];u(l=f);break;case 2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,i=[],a=0;a<e;a++){var o=ks(t[a]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&i.push(r),r=[t[a]]):r.push(t[a]))}r&&i.push(r);return i}(l),n=0;n<l.length;n++)for(i=0;i<l[n].length;i++)u(l[n][i])}1===l.length?l=l[0]:c=\"Multi\"+c;var h={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(h.id=this.id),h};var As=Ms;function Ms(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(Ss,this,e),this.length=this._features.length}function Ss(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){var e=null,r=t.readVarint()+t.pos;for(;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function Es(t,e,r){if(3===t){var n=new As(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}Ms.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new _s(this._pbf,e,this.extent,this._keys,this._values)};var Ls={VectorTile:function(t,e){this.layers=t.readFields(Es,{},e)},VectorTileFeature:_s,VectorTileLayer:As},Cs=Ls.VectorTileFeature.types,Ps=Math.pow(2,13);function Is(t,e,r,n,i,a,o,s){t.emplaceBack(e,r,2*Math.floor(n*Ps)+o,i*Ps*2,a*Ps*2,Math.round(s))}var Os=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Ri,this.indexArray=new Yi,this.programConfigurations=new Ua(bs,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function zs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}function Ds(t){return t.every((function(t){return t.x<0}))||t.every((function(t){return t.x>8192}))||t.every((function(t){return t.y<0}))||t.every((function(t){return t.y>8192}))}Os.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ds(\"fill-extrusion\",this.layers,e);for(var n=0,i=t;n<i.length;n+=1){var a=i[n],o=a.feature,s=a.id,l=a.index,c=a.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,f={type:o.type,id:s,properties:o.properties,geometry:u?Ya(o):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),f,r)){var h={id:s,sourceLayerIndex:c,index:l,geometry:u?f.geometry:Ya(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(h.id=o.id),this.hasPattern?this.features.push(ms(\"fill-extrusion\",this.layers,h,this.zoom,e)):this.addFeature(h,h.geometry,l,r,{}),e.featureIndex.insert(o,h.geometry,l,c,this.index,!0)}}},Os.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.features;n<i.length;n+=1){var a=i[n],o=a.geometry;this.addFeature(a,o,a.index,e,r)}},Os.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Os.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Os.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Os.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,bs),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Os.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Os.prototype.addFeature=function(t,e,r,n,i){for(var a=0,o=hs(e,500);a<o.length;a+=1){for(var s=o[a],l=0,c=0,u=s;c<u.length;c+=1){l+=u[c].length}for(var f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),h=0,p=s;h<p.length;h+=1){var d=p[h];if(0!==d.length&&!Ds(d))for(var m=0,g=0;g<d.length;g++){var v=d[g];if(g>=1){var y=d[g-1];if(!zs(v,y)){f.vertexLength+4>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);m+b>32768&&(m=0),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,m),Is(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,m),m+=b,Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,m),Is(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,m);var _=f.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),f.vertexLength+=4,f.primitiveLength+=2}}}}if(f.vertexLength+l>pa.MAX_VERTEX_ARRAY_LENGTH&&(f=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===Cs[t.type]){for(var w=[],T=[],k=f.vertexLength,A=0,M=s;A<M.length;A+=1){var S=M[A];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var L=S[E];Is(this.layoutVertexArray,L.x,L.y,0,0,1,1,0),w.push(L.x),w.push(L.y)}}}for(var C=Do(w,T),P=0;P<C.length;P+=3)this.indexArray.emplaceBack(k+C[P],k+C[P+2],k+C[P+1]);f.primitiveLength+=C.length/3,f.vertexLength+=l}}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},Nn(\"FillExtrusionBucket\",Os,{omit:[\"layers\",\"features\"]});var Rs={paint:new Si({\"fill-extrusion-opacity\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new ki(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new Ti(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new wi(Lt[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},Fs=function(t){function e(e){t.call(this,e,Rs)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.createBucket=function(t){return new Os(t)},e.prototype.queryRadius=function(){return so(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,a,o,s,l){var c=lo(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),f=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),h=function(t,e,r,n){for(var a=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,n,1];xo(c,c,e),a.push(new i(c[0]/c[3],c[1]/c[3]))}return a}(c,l,0,0),p=function(t,e,r,n){for(var a=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,f=n[8]*r,h=n[9]*r,p=n[10]*r,d=n[11]*r,m=0,g=t;m<g.length;m+=1){for(var v=g[m],y=[],x=[],b=0,_=v;b<_.length;b+=1){var w=_[b],T=w.x,k=w.y,A=n[0]*T+n[4]*k+n[12],M=n[1]*T+n[5]*k+n[13],S=n[2]*T+n[6]*k+n[14],E=n[3]*T+n[7]*k+n[15],L=S+c,C=E+u,P=A+f,I=M+h,O=S+p,z=E+d,D=new i((A+s)/C,(M+l)/C);D.z=L/C,y.push(D);var R=new i(P/z,I/z);R.z=O/z,x.push(R)}a.push(y),o.push(x)}return[a,o]}(n,f,u,l);return function(t,e,r){var n=1/0;Ka(r,e)&&(n=Ns(r,e[0]));for(var i=0;i<e.length;i++)for(var a=e[i],o=t[i],s=0;s<a.length-1;s++){var l=a[s],c=a[s+1],u=o[s],f=o[s+1],h=[l,c,f,u,l];Za(r,h)&&(n=Math.min(n,Ns(r,h)))}return n!==1/0&&n}(p[0],p[1],h)},e}(Ei);function Bs(t,e){return t.x*e.x+t.y*e.y}function Ns(t,e){if(1===t.length){for(var r,n=0,i=e[n++];!r||i.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var a=e[n],o=t[0],s=r.sub(i),l=a.sub(i),c=o.sub(i),u=Bs(s,s),f=Bs(s,l),h=Bs(l,l),p=Bs(c,s),d=Bs(c,l),m=u*h-f*f,g=(h*p-f*d)/m,v=(u*d-f*p)/m,y=1-g-v,x=i.z*y+r.z*g+a.z*v;if(isFinite(x))return x}return 1/0}for(var b=1/0,_=0,w=e;_<w.length;_+=1){var T=w[_];b=Math.min(b,T.z)}return b}var js=Ii([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,Us=Ls.VectorTileFeature.types,Vs=Math.cos(Math.PI/180*37.5),Hs=Math.pow(2,14)/.5,qs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Fi,this.indexArray=new Yi,this.programConfigurations=new Ua(js,t.layers,t.zoom),this.segments=new pa,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};qs.prototype.populate=function(t,e,r){this.hasPattern=ds(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),i=[],a=0,o=t;a<o.length;a+=1){var s=o[a],l=s.feature,c=s.id,u=s.index,f=s.sourceLayerIndex,h=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:h?Ya(l):[]};if(this.layers[0]._featureFilter.filter(new pi(this.zoom),p,r)){h||(p.geometry=Ya(l));var d=n?n.evaluate(p,{},r):void 0,m={id:c,properties:l.properties,type:l.type,sourceLayerIndex:f,index:u,geometry:p.geometry,patterns:{},sortKey:d};i.push(m)}}n&&i.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,v=i;g<v.length;g+=1){var y=v[g],x=y,b=x.geometry,_=x.index,w=x.sourceLayerIndex;if(this.hasPattern){var T=ms(\"line\",this.layers,y,this.zoom,e);this.patternFeatures.push(T)}else this.addFeature(y,b,_,r,{});var k=t[_].feature;e.featureIndex.insert(k,b,_,w,this.index)}},qs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},qs.prototype.addFeatures=function(t,e,r){for(var n=0,i=this.patternFeatures;n<i.length;n+=1){var a=i[n];this.addFeature(a,a.geometry,a.index,e,r)}},qs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},qs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},qs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,js),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},qs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},qs.prototype.addFeature=function(t,e,r,n,i){for(var a=this.layers[0].layout,o=a.get(\"line-join\").evaluate(t,{}),s=a.get(\"line-cap\"),l=a.get(\"line-miter-limit\"),c=a.get(\"line-round-limit\"),u=0,f=e;u<f.length;u+=1){var h=f[u];this.addLine(h,t,o,s,l,c)}this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,i,n)},qs.prototype.addLine=function(t,e,r,n,i,a){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===Us[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(i=1.05);var u,f=this.overscaling<=16?122880/(512*this.overscaling):0,h=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,m=void 0,g=void 0;this.e1=this.e2=-1,s&&(u=t[l-2],g=t[c].sub(u)._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){g&&(m=g),u&&(p=u),u=t[v],g=d?d.sub(u)._unit()._perp():m;var y=(m=m||g).add(g);0===y.x&&0===y.y||y._unit();var x=m.x*g.x+m.y*g.y,b=y.x*g.x+y.y*g.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Vs&&p&&d,k=m.x*g.y-m.y*g.x>0;if(T&&v>c){var A=u.dist(p);if(A>2*f){var M=u.sub(u.sub(p)._mult(f/A)._round());this.updateDistance(p,M),this.addCurrentVertex(M,m,0,0,h),p=M}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<a?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>i&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<i&&(E=\"miter\")),p&&this.updateDistance(p,u),\"miter\"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,h);else if(\"flipbevel\"===E){if(_>100)y=g.mult(-1);else{var L=_*m.add(g).mag()/m.sub(g).mag();y._perp()._mult(L*(k?-1:1))}this.addCurrentVertex(u,y,0,0,h),this.addCurrentVertex(u,y.mult(-1),0,0,h)}else if(\"bevel\"===E||\"fakeround\"===E){var C=-Math.sqrt(_*_-1),P=k?C:0,I=k?0:C;if(p&&this.addCurrentVertex(u,m,P,I,h),\"fakeround\"===E)for(var O=Math.round(180*w/Math.PI/20),z=1;z<O;z++){var D=z/O;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=g.sub(m)._mult(D)._add(m)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,h)}d&&this.addCurrentVertex(u,g,-P,-I,h)}else if(\"butt\"===E)this.addCurrentVertex(u,y,0,0,h);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,h)}else\"round\"===E&&(p&&(this.addCurrentVertex(u,m,0,0,h),this.addCurrentVertex(u,m,1,1,h,!0)),d&&(this.addCurrentVertex(u,g,-1,-1,h,!0),this.addCurrentVertex(u,g,0,0,h)));if(T&&v<l-1){var N=u.dist(d);if(N>2*f){var j=u.add(d.sub(u)._mult(f/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,g,0,0,h),u=j}}}}},qs.prototype.addCurrentVertex=function(t,e,r,n,i,a){void 0===a&&(a=!1);var o=e.x+e.y*r,s=e.y-e.x*r,l=-e.x+e.y*n,c=-e.y-e.x*n;this.addHalfVertex(t,o,s,a,!1,r,i),this.addHalfVertex(t,l,c,a,!0,-n,i),this.distance>Hs/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,i,a))},qs.prototype.addHalfVertex=function(t,e,r,n,i,a,o){var s=t.x,l=t.y,c=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((s<<1)+(n?1:0),(l<<1)+(i?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===a?0:a<0?-1:1)|(63&c)<<2,c>>6);var u=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,u),o.primitiveLength++),i?this.e2=u:this.e1=u},qs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Hs-1):this.distance},qs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Nn(\"LineBucket\",qs,{omit:[\"layers\",\"patternFeatures\"]});var Gs=new Si({\"line-cap\":new 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e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.possiblyEvaluate=function(e,r){return r=new pi(Math.floor(r.zoom),{now:r.now,fadeDuration:r.fadeDuration,zoomHistory:r.zoomHistory,transition:r.transition}),t.prototype.possiblyEvaluate.call(this,e,r)},e.prototype.evaluate=function(e,r,n,i){return r=u({},r,{zoom:Math.floor(r.zoom)}),t.prototype.evaluate.call(this,e,r,n,i)},e}(Ti))(Ys.paint.properties[\"line-width\"].specification);Ws.useIntegerZoom=!0;var Xs=function(t){function e(e){t.call(this,e,Ys)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"line-gradient\"===t&&this._updateGradient()},e.prototype._updateGradient=function(){var 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o=t[a],s=[],l=0;l<o.length;l++){var c=o[l-1],u=o[l],f=o[l+1],h=0===l?n:u.sub(c)._unit()._perp(),p=l===o.length-1?n:f.sub(u)._unit()._perp(),d=h._add(p)._unit(),m=d.x*p.x+d.y*p.y;d._mult(1/m),s.push(d._mult(e)._add(u))}r.push(s)}return r}(n,u*s)),function(t,e,r){for(var n=0;n<e.length;n++){var i=e[n];if(t.length>=3)for(var a=0;a<i.length;a++)if(io(t,i[a]))return!0;if(Qa(t,i,r))return!0}return!1}(l,n,c)},e.prototype.isTileClipped=function(){return!0},e}(Ei);function Zs(t,e){return e>0?e+2*t:t}var 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nl=function(t,e,r,n,i){var a,o,s=8*i-n-1,l=(1<<s)-1,c=l>>1,u=-7,f=r?i-1:0,h=r?-1:1,p=t[e+f];for(f+=h,a=p&(1<<-u)-1,p>>=-u,u+=s;u>0;a=256*a+t[e+f],f+=h,u-=8);for(o=a&(1<<-u)-1,a>>=-u,u+=n;u>0;o=256*o+t[e+f],f+=h,u-=8);if(0===a)a=1-c;else{if(a===l)return o?NaN:1/0*(p?-1:1);o+=Math.pow(2,n),a-=c}return(p?-1:1)*o*Math.pow(2,a-n)},il=function(t,e,r,n,i,a){var o,s,l,c=8*a-i-1,u=(1<<c)-1,f=u>>1,h=23===i?Math.pow(2,-24)-Math.pow(2,-77):0,p=n?0:a-1,d=n?1:-1,m=e<0||0===e&&1/e<0?1:0;for(e=Math.abs(e),isNaN(e)||e===1/0?(s=isNaN(e)?1:0,o=u):(o=Math.floor(Math.log(e)/Math.LN2),e*(l=Math.pow(2,-o))<1&&(o--,l*=2),(e+=o+f>=1?h/l:h*Math.pow(2,1-f))*l>=2&&(o++,l/=2),o+f>=u?(s=0,o=u):o+f>=1?(s=(e*l-1)*Math.pow(2,i),o+=f):(s=e*Math.pow(2,f-1)*Math.pow(2,i),o=0));i>=8;t[r+p]=255&s,p+=d,s/=256,i-=8);for(o=o<<i|s,c+=i;c>0;t[r+p]=255&o,p+=d,o/=256,c-=8);t[r+p-d]|=128*m},al=ol;function ol(t){this.buf=ArrayBuffer.isView&&ArrayBuffer.isView(t)?t:new 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e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed32());return t},readPackedFixed64:function(t){if(this.type!==ol.Bytes)return t.push(this.readFixed64());var e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readFixed64());return t},readPackedSFixed64:function(t){if(this.type!==ol.Bytes)return t.push(this.readSFixed64());var e=ll(this);for(t=t||[];this.pos<e;)t.push(this.readSFixed64());return t},skip:function(t){var e=7&t;if(e===ol.Varint)for(;this.buf[this.pos++]>127;);else if(e===ol.Bytes)this.pos=this.readVarint()+this.pos;else if(e===ol.Fixed32)this.pos+=4;else{if(e!==ol.Fixed64)throw new Error(\"Unimplemented type: \"+e);this.pos+=8}},writeTag:function(t,e){this.writeVarint(t<<3|e)},realloc:function(t){for(var e=this.length||16;e<this.pos+t;)e*=2;if(e!==this.length){var r=new Uint8Array(e);r.set(this.buf),this.buf=r,this.length=e}},finish:function(){return 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r=(7&t)<<4;if(e.buf[e.pos++]|=r|((t>>>=3)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;if(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),!t)return;e.buf[e.pos++]=127&t}(n,e)}(t,this):(this.realloc(4),this.buf[this.pos++]=127&t|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=t>>>7&127))))},writeSVarint:function(t){this.writeVarint(t<0?2*-t-1:2*t)},writeBoolean:function(t){this.writeVarint(Boolean(t))},writeString:function(t){t=String(t),this.realloc(4*t.length),this.pos++;var e=this.pos;this.pos=function(t,e,r){for(var n,i,a=0;a<e.length;a++){if((n=e.charCodeAt(a))>55295&&n<57344){if(!i){n>56319||a+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):i=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,i=n;continue}n=i-55296<<10|n-56320|65536,i=null}else i&&(t[r++]=239,t[r++]=191,t[r++]=189,i=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&ul(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),il(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),il(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&ul(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,ol.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,fl,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,hl,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,ml,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,pl,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,dl,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,gl,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,vl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,yl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,xl,e)},writeBytesField:function(t,e){this.writeTag(t,ol.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,ol.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,ol.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,ol.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,ol.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,ol.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,ol.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,ol.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,ol.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,ol.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};function Tl(t,e,r){1===t&&r.readMessage(kl,e)}function kl(t,e,r){if(3===t){var n=r.readMessage(Al,{}),i=n.id,a=n.bitmap,o=n.width,s=n.height,l=n.left,c=n.top,u=n.advance;e.push({id:i,bitmap:new So({width:o+6,height:s+6},a),metrics:{width:o,height:s,left:l,top:c,advance:u}})}}function Al(t,e,r){1===t?e.id=r.readVarint():2===t?e.bitmap=r.readBytes():3===t?e.width=r.readVarint():4===t?e.height=r.readVarint():5===t?e.left=r.readSVarint():6===t?e.top=r.readSVarint():7===t&&(e.advance=r.readVarint())}function Ml(t){for(var e=0,r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];e+=a.w*a.h,r=Math.max(r,a.w)}t.sort((function(t,e){return e.h-t.h}));for(var o=[{x:0,y:0,w:Math.max(Math.ceil(Math.sqrt(e/.95)),r),h:1/0}],s=0,l=0,c=0,u=t;c<u.length;c+=1)for(var f=u[c],h=o.length-1;h>=0;h--){var p=o[h];if(!(f.w>p.w||f.h>p.h)){if(f.x=p.x,f.y=p.y,l=Math.max(l,f.y+f.h),s=Math.max(s,f.x+f.w),f.w===p.w&&f.h===p.h){var d=o.pop();h<o.length&&(o[h]=d)}else 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Eo({width:o||1,height:s||1});for(var c in t){var u=t[c],f=r[c].paddedRect;Eo.copy(u.data,l,{x:0,y:0},{x:f.x+1,y:f.y+1},u.data)}for(var h in e){var p=e[h],d=n[h].paddedRect,m=d.x+1,g=d.y+1,v=p.data.width,y=p.data.height;Eo.copy(p.data,l,{x:0,y:0},{x:m,y:g},p.data),Eo.copy(p.data,l,{x:0,y:y-1},{x:m,y:g-1},{width:v,height:1}),Eo.copy(p.data,l,{x:0,y:0},{x:m,y:g+y},{width:v,height:1}),Eo.copy(p.data,l,{x:v-1,y:0},{x:m-1,y:g},{width:1,height:y}),Eo.copy(p.data,l,{x:0,y:0},{x:m+v,y:g},{width:1,height:y})}this.image=l,this.iconPositions=r,this.patternPositions=n};Ll.prototype.addImages=function(t,e,r){for(var n in t){var i=t[n],a={x:0,y:0,w:i.data.width+2,h:i.data.height+2};r.push(a),e[n]=new Sl(a,i),i.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},Ll.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},Ll.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl,i=n[0],a=n[1];r.update(e.data,void 0,{x:i,y:a})}},Nn(\"ImagePosition\",Sl),Nn(\"ImageAtlas\",Ll);var Cl={horizontal:1,vertical:2,horizontalOnly:3};var Pl=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};Pl.forText=function(t,e){var r=new Pl;return r.scale=t||1,r.fontStack=e,r},Pl.forImage=function(t){var e=new Pl;return e.imageName=t,e};var Il=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function Ol(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m){var g,v=Il.fromFeature(t,i);f===Cl.vertical&&v.verticalizePunctuation();var y=hi.processBidirectionalText,x=hi.processStyledBidirectionalText;if(y&&1===v.sections.length){g=[];for(var b=0,_=y(v.toString(),jl(v,c,a,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new Il;T.text=w,T.sections=v.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);g.push(T)}}else if(x){g=[];for(var A=0,M=x(v.text,v.sectionIndex,jl(v,c,a,e,n,p,d));A<M.length;A+=1){var S=M[A],E=new Il;E.text=S[0],E.sectionIndex=S[1],E.sections=v.sections,g.push(E)}}else g=function(t,e){for(var r=[],n=t.text,i=0,a=0,o=e;a<o.length;a+=1){var s=o[a];r.push(t.substring(i,s)),i=s}return i<n.length&&r.push(t.substring(i,n.length)),r}(v,jl(v,c,a,e,n,p,d));var L=[],C={positionedLines:L,text:v.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:f,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=0,p=-17,d=0,m=0,g=\"right\"===s?1:\"left\"===s?0:.5,v=0,y=0,x=i;y<x.length;y+=1){var b=x[y];b.trim();var _=b.getMaxScale(),w=24*(_-1),T={positionedGlyphs:[],lineOffset:0};t.positionedLines[v]=T;var k=T.positionedGlyphs,A=0;if(b.length()){for(var M=0;M<b.length();M++){var S=b.getSection(M),E=b.getSectionIndex(M),L=b.getCharCode(M),C=0,P=null,I=null,O=null,z=24,D=!(l===Cl.horizontal||!u&&!Zn(L)||u&&(zl[L]||(Y=L,Yn.Arabic(Y)||Yn[\"Arabic Supplement\"](Y)||Yn[\"Arabic Extended-A\"](Y)||Yn[\"Arabic Presentation Forms-A\"](Y)||Yn[\"Arabic Presentation Forms-B\"](Y))));if(S.imageName){var R=n[S.imageName];if(!R)continue;O=S.imageName,t.iconsInText=t.iconsInText||!0,I=R.paddedRect;var F=R.displaySize;S.scale=24*S.scale/f,P={width:F[0],height:F[1],left:1,top:-3,advance:D?F[1]:F[0]};var B=24-F[1]*S.scale;C=w+B,z=P.advance;var N=D?F[0]*S.scale-24*_:F[1]*S.scale-24*_;N>0&&N>A&&(A=N)}else{var j=r[S.fontStack],U=j&&j[L];if(U&&U.rect)I=U.rect,P=U.metrics;else{var V=e[S.fontStack],H=V&&V[L];if(!H)continue;P=H.metrics}C=24*(_-S.scale)}D?(t.verticalizable=!0,k.push({glyph:L,imageName:O,x:h,y:p+C,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),h+=z*S.scale+c):(k.push({glyph:L,imageName:O,x:h,y:p+C,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),h+=P.advance*S.scale+c)}if(0!==k.length){var q=h-c;d=Math.max(q,d),Vl(k,0,k.length-1,g,A)}h=0;var G=a*_+A;T.lineOffset=Math.max(A,w),p+=G,m=Math.max(G,m),++v}else p+=a,++v}var Y;var W=p- -17,X=Ul(o),Z=X.horizontalAlign,J=X.verticalAlign;(function(t,e,r,n,i,a,o,s,l){var c=(e-r)*i,u=0;u=a!==o?-s*n- -17:(-n*l+.5)*o;for(var f=0,h=t;f<h.length;f+=1)for(var p=h[f],d=0,m=p.positionedGlyphs;d<m.length;d+=1){var g=m[d];g.x+=c,g.y+=u}})(t.positionedLines,g,Z,J,d,m,a,W,i.length),t.top+=-J*W,t.bottom=t.top+W,t.left+=-Z*d,t.right=t.left+d}(C,e,r,n,g,o,s,l,f,c,h,m),!function(t){for(var e=0,r=t;e<r.length;e+=1){if(0!==r[e].positionedGlyphs.length)return!1}return!0}(L)&&C}Il.fromFeature=function(t,e){for(var r=new Il,n=0;n<t.sections.length;n++){var i=t.sections[n];i.image?r.addImageSection(i):r.addTextSection(i,e)}return r},Il.prototype.length=function(){return this.text.length},Il.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},Il.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},Il.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},Il.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,i=t.charCodeAt(r-1)||null;(!n||!Jn(n)||rl[t[r+1]])&&(!i||!Jn(i)||rl[t[r-1]])&&rl[t[r]]?e+=rl[t[r]]:e+=t[r]}return e}(this.text)},Il.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&zl[this.text.charCodeAt(e)];e++)t++;for(var 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e=this.data,r=this.compare,n=this.length>>1,i=e[t];t<n;){var a=1+(t<<1),o=e[a],s=a+1;if(s<this.length&&r(e[s],o)<0&&(a=s,o=e[s]),r(o,i)>=0)break;e[t]=o,t=a}e[t]=i};var pc=Number.POSITIVE_INFINITY;function dc(t,e){return e[1]!==pc?function(t,e,r){var n=0,i=0;switch(e=Math.abs(e),r=Math.abs(r),t){case\"top-right\":case\"top-left\":case\"top\":i=r-7;break;case\"bottom-right\":case\"bottom-left\":case\"bottom\":i=7-r}switch(t){case\"top-right\":case\"bottom-right\":case\"right\":n=-e;break;case\"top-left\":case\"bottom-left\":case\"left\":n=e}return[n,i]}(t,e[0],e[1]):function(t,e){var r=0,n=0;e<0&&(e=0);var i=e/Math.sqrt(2);switch(t){case\"top-right\":case\"top-left\":n=i-7;break;case\"bottom-right\":case\"bottom-left\":n=7-i;break;case\"bottom\":n=7-e;break;case\"top\":n=e-7}switch(t){case\"top-right\":case\"bottom-right\":r=-i;break;case\"top-left\":case\"bottom-left\":r=i;break;case\"left\":r=e;break;case\"right\":r=-e}return[r,n]}(t,e[0])}function mc(t){switch(t){case\"right\":case\"top-right\":case\"bottom-right\":return\"right\";case\"left\":case\"top-left\":case\"bottom-left\":return\"left\"}return\"center\"}function gc(t,e,r,n,a,o,s,l,c,u,f,h,p,d,m){var g=function(t,e,r,n,a,o,s,l){for(var c=n.layout.get(\"text-rotate\").evaluate(o,{})*Math.PI/180,u=[],f=0,h=e.positionedLines;f<h.length;f+=1)for(var p=h[f],d=0,m=p.positionedGlyphs;d<m.length;d+=1){var g=m[d];if(g.rect){var v=g.rect||{},y=4,x=!0,b=1,_=0,w=(a||l)&&g.vertical,T=g.metrics.advance*g.scale/2;if(l&&e.verticalizable){var k=24*(g.scale-1),A=(24-g.metrics.width*g.scale)/2;_=p.lineOffset/2-(g.imageName?-A:k)}if(g.imageName){var M=s[g.imageName];x=M.sdf,y=1/(b=M.pixelRatio)}var S=a?[g.x+T,g.y]:[0,0],E=a?[0,0]:[g.x+T+r[0],g.y+r[1]-_],L=[0,0];w&&(L=E,E=[0,0]);var C=(g.metrics.left-y)*g.scale-T+E[0],P=(-g.metrics.top-y)*g.scale+E[1],I=C+v.w*g.scale/b,O=P+v.h*g.scale/b,z=new i(C,P),D=new i(I,P),R=new i(C,O),F=new i(I,O);if(w){var B=new i(-T,T- -17),N=-Math.PI/2,j=12-T,U=g.imageName?j:0,V=new i(22-j,-U),H=new(Function.prototype.bind.apply(i,[null].concat(L)));z._rotateAround(N,B)._add(V)._add(H),D._rotateAround(N,B)._add(V)._add(H),R._rotateAround(N,B)._add(V)._add(H),F._rotateAround(N,B)._add(V)._add(H)}if(c){var q=Math.sin(c),G=Math.cos(c),Y=[G,-q,q,G];z._matMult(Y),D._matMult(Y),R._matMult(Y),F._matMult(Y)}var W=new i(0,0),X=new i(0,0);u.push({tl:z,tr:D,bl:R,br:F,tex:v,writingMode:e.writingMode,glyphOffset:S,sectionIndex:g.sectionIndex,isSDF:x,pixelOffsetTL:W,pixelOffsetBR:X,minFontScaleX:0,minFontScaleY:0})}}return u}(0,r,l,a,o,s,n,t.allowVerticalPlacement),v=t.textSizeData,y=null;\"source\"===v.kind?(y=[128*a.layout.get(\"text-size\").evaluate(s,{})])[0]>32640&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. Reduce your \"text-size\".'):\"composite\"===v.kind&&((y=[128*d.compositeTextSizes[0].evaluate(s,{},m),128*d.compositeTextSizes[1].evaluate(s,{},m)])[0]>32640||y[1]>32640)&&_(t.layerIds[0]+': Value for \"text-size\" is >= 255. Reduce your \"text-size\".'),t.addSymbols(t.text,g,y,l,o,s,u,e,c.lineStartIndex,c.lineLength,p,m);for(var x=0,b=f;x<b.length;x+=1){h[b[x]]=t.text.placedSymbolArray.length-1}return 4*g.length}function vc(t){for(var e in t)return t[e];return null}function yc(t,e,r,n){var i=t.compareText;if(e in i){for(var a=i[e],o=a.length-1;o>=0;o--)if(n.dist(a[o])<r)return!0}else i[e]=[];return i[e].push(n),!1}var xc=Ls.VectorTileFeature.types,bc=[{name:\"a_fade_opacity\",components:1,type:\"Uint8\",offset:0}];function _c(t,e,r,n,i,a,o,s,l,c,u,f,h){var p=s?Math.min(32640,Math.round(s[0])):0,d=s?Math.min(32640,Math.round(s[1])):0;t.emplaceBack(e,r,Math.round(32*n),Math.round(32*i),a,o,(p<<1)+(l?1:0),d,16*c,16*u,256*f,256*h)}function wc(t,e,r){t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r),t.emplaceBack(e.x,e.y,r)}function Tc(t){for(var e=0,r=t.sections;e<r.length;e+=1){if($n(r[e].text))return!0}return!1}var kc=function(t){this.layoutVertexArray=new Ni,this.indexArray=new Yi,this.programConfigurations=t,this.segments=new pa,this.dynamicLayoutVertexArray=new ji,this.opacityVertexArray=new Ui,this.placedSymbolArray=new aa};kc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},kc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Js.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Ks.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,bc,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},kc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Nn(\"SymbolBuffers\",kc);var Ac=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new pa,this.collisionVertexArray=new Gi};Ac.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Qs.members,!0)},Ac.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Nn(\"CollisionBuffers\",Ac);var Mc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=ho([]),this.placementViewportMatrix=ho([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Gl(this.zoom,e[\"text-size\"]),this.iconSizeData=Gl(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),i=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==i&&void 0!==n.constantOr(1);var a=\"viewport-y\"===i||\"auto\"===i&&!this.sortFeaturesByKey;this.sortFeaturesByY=a&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return Cl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};Mc.prototype.createArrays=function(){this.text=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new kc(new Ua(Js.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new la,this.lineVertexArray=new ca,this.symbolInstances=new sa},Mc.prototype.calculateGlyphDependencies=function(t,e,r,n,i){for(var a=0;a<t.length;a++)if(e[t.charCodeAt(a)]=!0,(r||n)&&i){var o=rl[t.charAt(a)];o&&(e[o.charCodeAt(0)]=!0)}},Mc.prototype.populate=function(t,e,r){var n=this.layers[0],i=n.layout,a=i.get(\"text-font\"),o=i.get(\"text-field\"),s=i.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof ne&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==a.value.kind||a.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=i.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var f=e.iconDependencies,h=e.glyphDependencies,p=e.availableImages,d=new pi(this.zoom),m=0,g=t;m<g.length;m+=1){var v=g[m],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Ya(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Ya(y));var k=void 0;if(l){var A=n.getValueAndResolveTokens(\"text-field\",T,r,p),M=ne.factory(A);Tc(M)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===ui()||this.hasRTLText&&hi.isParsed())&&(k=el(M,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ie?E:ie.fromString(E)}if(k||S){var L=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,C={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Ya(y),properties:y.properties,type:xc[y.type],sortKey:L};if(this.features.push(C),S&&(f[S.name]=!0),k){var P=a.evaluate(T,{},r).join(\",\"),I=\"map\"===i.get(\"text-rotation-alignment\")&&\"point\"!==i.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(Cl.vertical)>=0;for(var O=0,z=k.sections;O<z.length;O+=1){var D=z[O];if(D.image)f[D.image.name]=!0;else{var R=Wn(k.toString()),F=D.fontStack||P,B=h[F]=h[F]||{};this.calculateGlyphDependencies(D.text,B,I,this.allowVerticalPlacement,R)}}}}}}\"line\"===i.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],i=0;function a(e){n.push(t[e]),i++}function o(t,e,i){var a=r[t];return delete r[t],r[e]=a,n[a].geometry[0].pop(),n[a].geometry[0]=n[a].geometry[0].concat(i[0]),a}function s(t,r,i){var a=e[r];return delete e[r],e[t]=a,n[a].geometry[0].shift(),n[a].geometry[0]=i[0].concat(n[a].geometry[0]),a}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],f=u.geometry,h=u.text?u.text.toString():null;if(h){var p=l(h,f),d=l(h,f,!0);if(p in r&&d in e&&r[p]!==e[d]){var m=s(p,d,f),g=o(p,d,n[m].geometry);delete e[p],delete r[d],r[l(h,n[g].geometry,!0)]=g,n[m].geometry=null}else p in r?o(p,d,f):d in e?s(p,d,f):(a(c),e[p]=i-1,r[d]=i-1)}else a(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},Mc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},Mc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},Mc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},Mc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},Mc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},Mc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},Mc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),i=t.dist(e[t.segment]),a={},o=t.segment+1;o<e.length;o++)a[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)a[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:i},s>0&&(i+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=a[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},Mc.prototype.addSymbols=function(t,e,r,n,i,a,o,s,l,c,u,f){for(var h=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,h,a.sortKey),m=this.glyphOffsetArray.length,g=d.vertexLength,v=this.allowVerticalPlacement&&o===Cl.vertical?Math.PI/2:0,y=a.text&&a.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,A=b.tex,M=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,L=b.minFontScaleY,C=b.glyphOffset,P=b.isSDF,I=b.sectionIndex,O=d.vertexLength,z=C[1];_c(p,s.x,s.y,_.x,z+_.y,A.x,A.y,r,P,M.x,M.y,E,L),_c(p,s.x,s.y,w.x,z+w.y,A.x+A.w,A.y,r,P,S.x,M.y,E,L),_c(p,s.x,s.y,T.x,z+T.y,A.x,A.y+A.h,r,P,M.x,S.y,E,L),_c(p,s.x,s.y,k.x,z+k.y,A.x+A.w,A.y+A.h,r,P,S.x,S.y,E,L),wc(t.dynamicLayoutVertexArray,s,v),h.emplaceBack(O,O+1,O+2),h.emplaceBack(O+1,O+2,O+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(C[0]),x!==e.length-1&&I===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,a,a.index,{},f,y&&y[I])}t.placedSymbolArray.emplaceBack(s.x,s.y,m,this.glyphOffsetArray.length-m,g,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},Mc.prototype._addCollisionDebugVertex=function(t,e,r,n,i,a){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,i,Math.round(a.x),Math.round(a.y))},Mc.prototype.addCollisionDebugVertices=function(t,e,r,n,a,o,s){var l=a.segments.prepareSegment(4,a.layoutVertexArray,a.indexArray),c=l.vertexLength,u=a.layoutVertexArray,f=a.collisionVertexArray,h=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,f,o,h,p,new i(t,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,e)),this._addCollisionDebugVertex(u,f,o,h,p,new i(r,n)),this._addCollisionDebugVertex(u,f,o,h,p,new i(t,n)),l.vertexLength+=4;var d=a.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},Mc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var i=t;i<e;i++){var a=this.collisionBoxArray.get(i),o=a.x1,s=a.y1,l=a.x2,c=a.y2;this.addCollisionDebugVertices(o,s,l,c,n?this.textCollisionBox:this.iconCollisionBox,a.anchorPoint,r)}},Mc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new Ac(Hi,$s.members,Qi),this.iconCollisionBox=new Ac(Hi,$s.members,Qi);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},Mc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,i,a,o,s,l){for(var c={},u=e;u<r;u++){var f=t.get(u);c.textBox={x1:f.x1,y1:f.y1,x2:f.x2,y2:f.y2,anchorPointX:f.anchorPointX,anchorPointY:f.anchorPointY},c.textFeatureIndex=f.featureIndex;break}for(var h=n;h<i;h++){var p=t.get(h);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=a;d<o;d++){var m=t.get(d);c.iconBox={x1:m.x1,y1:m.y1,x2:m.x2,y2:m.y2,anchorPointX:m.anchorPointX,anchorPointY:m.anchorPointY},c.iconFeatureIndex=m.featureIndex;break}for(var g=s;g<l;g++){var v=t.get(g);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},Mc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},Mc.prototype.hasTextData=function(){return this.text.segments.get().length>0},Mc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},Mc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},Mc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},Mc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},Mc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,i=r.vertexStartIndex;i<n;i+=4)t.indexArray.emplaceBack(i,i+1,i+2),t.indexArray.emplaceBack(i+1,i+2,i+3)},Mc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],i=[],a=[],o=0;o<this.symbolInstances.length;++o){a.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),i.push(s.featureIndex)}return a.sort((function(t,e){return n[t]-n[e]||i[e]-i[t]})),a},Mc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},Mc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var i=n[r],a=this.symbolInstances.get(i);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Nn(\"SymbolBucket\",Mc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),Mc.MAX_GLYPHS=65535,Mc.addDynamicAttributes=wc;var Sc=new Si({\"symbol-placement\":new wi(Lt.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new wi(Lt.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new wi(Lt.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new Ti(Lt.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new wi(Lt.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new wi(Lt.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new wi(Lt.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new wi(Lt.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new wi(Lt.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new Ti(Lt.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new wi(Lt.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new wi(Lt.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new Ti(Lt.layout_symbol[\"icon-image\"]),\"icon-rotate\":new Ti(Lt.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new wi(Lt.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new wi(Lt.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new Ti(Lt.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new Ti(Lt.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new wi(Lt.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new wi(Lt.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new wi(Lt.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new Ti(Lt.layout_symbol[\"text-field\"]),\"text-font\":new Ti(Lt.layout_symbol[\"text-font\"]),\"text-size\":new Ti(Lt.layout_symbol[\"text-size\"]),\"text-max-width\":new Ti(Lt.layout_symbol[\"text-max-width\"]),\"text-line-height\":new wi(Lt.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new Ti(Lt.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new Ti(Lt.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new Ti(Lt.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new wi(Lt.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new Ti(Lt.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new wi(Lt.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new wi(Lt.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new Ti(Lt.layout_symbol[\"text-rotate\"]),\"text-padding\":new wi(Lt.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new wi(Lt.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new Ti(Lt.layout_symbol[\"text-transform\"]),\"text-offset\":new Ti(Lt.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new wi(Lt.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new wi(Lt.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new wi(Lt.layout_symbol[\"text-optional\"])}),Ec={paint:new Si({\"icon-opacity\":new Ti(Lt.paint_symbol[\"icon-opacity\"]),\"icon-color\":new Ti(Lt.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new Ti(Lt.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new Ti(Lt.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new Ti(Lt.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new wi(Lt.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new wi(Lt.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new Ti(Lt.paint_symbol[\"text-opacity\"]),\"text-color\":new Ti(Lt.paint_symbol[\"text-color\"],{runtimeType:Ut,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new Ti(Lt.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new Ti(Lt.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new Ti(Lt.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new wi(Lt.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new wi(Lt.paint_symbol[\"text-translate-anchor\"])}),layout:Sc},Lc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ft,this.defaultValue=t};Lc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},Lc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},Lc.prototype.outputDefined=function(){return!1},Lc.prototype.serialize=function(){return null},Nn(\"FormatSectionOverride\",Lc,{omit:[\"defaultValue\"]});var Cc=function(t){function e(e){t.call(this,e,Ec)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"icon-rotation-alignment\"]=\"map\":this.layout._values[\"icon-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(\"point\"!==this.layout.get(\"symbol-placement\")?this.layout._values[\"text-rotation-alignment\"]=\"map\":this.layout._values[\"text-rotation-alignment\"]=\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var i=[],a=0,o=n;a<o.length;a+=1){var s=o[a];i.indexOf(s)<0&&i.push(s)}this.layout._values[\"text-writing-mode\"]=i}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var i=this.layout.get(t).evaluate(e,{},r,n),a=this._unevaluatedLayout._values[t];return a.isDataDriven()||Yr(a.value)||!i?i:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,i)},e.prototype.createBucket=function(t){return new Mc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=Ec.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var i=this.paint.get(n),a=new Lc(i),o=new Gr(a,i.property.specification),s=null;s=\"constant\"===i.value.kind||\"source\"===i.value.kind?new Xr(\"source\",o):new Zr(\"composite\",o,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new bi(i.property,s,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=Ec.paint.properties[e],i=!1,a=function(t){for(var e=0,r=t;e<r.length;e+=1){var a=r[e];if(n.overrides&&n.overrides.hasOverride(a))return void(i=!0)}};if(\"constant\"===r.value.kind&&r.value.value instanceof ne)a(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){if(!i)if(t instanceof ce&&se(t.value)===Gt){var e=t.value;a(e.sections)}else t instanceof pe?a(t.sections):t.eachChild(o)},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return i},e}(Ei),Pc={paint:new Si({\"background-color\":new wi(Lt.paint_background[\"background-color\"]),\"background-pattern\":new Ai(Lt.paint_background[\"background-pattern\"]),\"background-opacity\":new wi(Lt.paint_background[\"background-opacity\"])})},Ic=function(t){function e(e){t.call(this,e,Pc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei),Oc={paint:new Si({\"raster-opacity\":new wi(Lt.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new wi(Lt.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new wi(Lt.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new wi(Lt.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new wi(Lt.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new wi(Lt.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new wi(Lt.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new wi(Lt.paint_raster[\"raster-fade-duration\"])})},zc=function(t){function e(e){t.call(this,e,Oc)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(Ei);var Dc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(Ei),Rc={circle:_o,heatmap:Po,hillshade:Oo,fill:xs,\"fill-extrusion\":Fs,line:Xs,symbol:Cc,background:Ic,raster:zc};var Fc=self.HTMLImageElement,Bc=self.HTMLCanvasElement,Nc=self.HTMLVideoElement,jc=self.ImageData,Uc=self.ImageBitmap,Vc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Vc.prototype.update=function(t,e,r){var n=t.width,i=t.height,a=!(this.size&&this.size[0]===n&&this.size[1]===i||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),a)this.size=[n,i],t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,i,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof Fc||t instanceof Bc||t instanceof Nc||t instanceof jc||Uc&&t instanceof Uc?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,i,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Vc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Vc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Vc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Hc=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Hc.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Hc.prototype.remove=function(){delete this._channel,this._callback=function(){}};var qc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},m([\"receive\",\"process\"],this),this.invoker=new Hc(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=k()?t:self};function Gc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}qc.prototype.send=function(t,e,r,n,i){var a=this;void 0===i&&(i=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:i,sourceMapId:this.mapId,data:Hn(e,s)},s),{cancel:function(){r&&delete a.callbacks[o],a.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:a.mapId})}}},qc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},qc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},qc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(qn(e.error)):n(null,qn(e.data)))}else{var i=!1,a=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){i=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?Hn(e):null,data:Hn(n,a)},a)}:function(t){i=!0},s=null,l=qn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!i&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},qc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Yc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Yc.prototype.setNorthEast=function(t){return this._ne=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.setSouthWest=function(t){return this._sw=t instanceof Wc?new Wc(t.lng,t.lat):Wc.convert(t),this},Yc.prototype.extend=function(t){var e,r,n=this._sw,i=this._ne;if(t instanceof Wc)e=t,r=t;else{if(!(t instanceof Yc)){if(Array.isArray(t)){if(4===t.length||t.every(Array.isArray)){var a=t;return this.extend(Yc.convert(a))}var o=t;return this.extend(Wc.convert(o))}return this}if(e=t._sw,r=t._ne,!e||!r)return this}return n||i?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),i.lng=Math.max(r.lng,i.lng),i.lat=Math.max(r.lat,i.lat)):(this._sw=new Wc(e.lng,e.lat),this._ne=new Wc(r.lng,r.lat)),this},Yc.prototype.getCenter=function(){return new Wc((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Yc.prototype.getSouthWest=function(){return this._sw},Yc.prototype.getNorthEast=function(){return this._ne},Yc.prototype.getNorthWest=function(){return new Wc(this.getWest(),this.getNorth())},Yc.prototype.getSouthEast=function(){return new Wc(this.getEast(),this.getSouth())},Yc.prototype.getWest=function(){return this._sw.lng},Yc.prototype.getSouth=function(){return this._sw.lat},Yc.prototype.getEast=function(){return this._ne.lng},Yc.prototype.getNorth=function(){return this._ne.lat},Yc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Yc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Yc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Yc.prototype.contains=function(t){var e=Wc.convert(t),r=e.lng,n=e.lat,i=this._sw.lat<=n&&n<=this._ne.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),i&&a},Yc.convert=function(t){return!t||t instanceof Yc?t:new Yc(t)};var Wc=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Wc.prototype.wrap=function(){return new Wc(c(this.lng,-180,180),this.lat)},Wc.prototype.toArray=function(){return[this.lng,this.lat]},Wc.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Wc.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,i=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(i,1))},Wc.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Yc(new Wc(this.lng-r,this.lat-e),new Wc(this.lng+r,this.lat+e))},Wc.convert=function(t){if(t instanceof Wc)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Wc(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Wc(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var Xc=2*Math.PI*6371008.8;function Zc(t){return Xc*Math.cos(t*Math.PI/180)}function Jc(t){return(180+t)/360}function Kc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Qc(t,e){return t/Zc(e)}function $c(t){var e=180-360*t;return 360/Math.PI*Math.atan(Math.exp(e*Math.PI/180))-90}var tu=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};tu.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Wc.convert(t);return new tu(Jc(r.lng),Kc(r.lat),Qc(e,r.lat))},tu.prototype.toLngLat=function(){return new Wc(360*this.x-180,$c(this.y))},tu.prototype.toAltitude=function(){return t=this.z,e=this.y,t*Zc($c(e));var t,e},tu.prototype.meterInMercatorCoordinateUnits=function(){return 1/Xc*(t=$c(this.y),1/Math.cos(t*Math.PI/180));var t};var eu=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=iu(0,t,t,e,r)};eu.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},eu.prototype.url=function(t,e){var r,n,i,a,o,s=(r=this.x,n=this.y,i=this.z,a=Gc(256*r,256*(n=Math.pow(2,i)-n-1),i),o=Gc(256*(r+1),256*(n+1),i),a[0]+\",\"+a[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,i=\"\",a=t;a>0;a--)i+=(e&(n=1<<a-1)?1:0)+(r&n?2:0);return i}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},eu.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new i(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},eu.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var ru=function(t,e){this.wrap=t,this.canonical=e,this.key=iu(t,e.z,e.z,e.x,e.y)},nu=function(t,e,r,n,i){this.overscaledZ=t,this.wrap=e,this.canonical=new eu(r,+n,+i),this.key=iu(e,t,r,n,i)};function iu(t,e,r,n,i){(t*=2)<0&&(t=-1*t-1);var a=1<<r;return(a*a*t+a*i+n).toString(36)+r.toString(36)+e.toString(36)}nu.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},nu.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new nu(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new nu(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},nu.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?iu(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):iu(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},nu.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},nu.prototype.children=function(t){if(this.overscaledZ>=t)return[new nu(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new nu(e,this.wrap,e,r,n),new nu(e,this.wrap,e,r+1,n),new nu(e,this.wrap,e,r,n+1),new nu(e,this.wrap,e,r+1,n+1)]},nu.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},nu.prototype.wrapped=function(){return new nu(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.unwrapTo=function(t){return new nu(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},nu.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},nu.prototype.toUnwrapped=function(){return new ru(this.wrap,this.canonical)},nu.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},nu.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new tu(t.x-this.wrap,t.y))},Nn(\"CanonicalTileID\",eu),Nn(\"OverscaledTileID\",nu,{omit:[\"posMatrix\"]});var au=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return _('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var i=0;i<n;i++)this.data[this._idx(-1,i)]=this.data[this._idx(0,i)],this.data[this._idx(n,i)]=this.data[this._idx(n-1,i)],this.data[this._idx(i,-1)]=this.data[this._idx(i,0)],this.data[this._idx(i,n)]=this.data[this._idx(i,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};au.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},au.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},au.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},au.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},au.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},au.prototype.getPixels=function(){return new Eo({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},au.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,i=e*this.dim+this.dim,a=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=i-1;break;case 1:i=n+1}switch(r){case-1:a=o-1;break;case 1:o=a+1}for(var s=-e*this.dim,l=-r*this.dim,c=a;c<o;c++)for(var u=n;u<i;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Nn(\"DEMData\",au);var ou=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};ou.prototype.encode=function(t){return this._stringToNumber[t]},ou.prototype.decode=function(t){return this._numberToString[t]};var su=function(t,e,r,n,i){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=i},lu={geometry:{configurable:!0}};lu.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},lu.geometry.set=function(t){this._geometry=t},su.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(su.prototype,lu);var cu=function(){this.state={},this.stateChanges={},this.deletedStates={}};cu.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var i in this.deletedStates[t]={},this.state[t])i!==n&&(this.deletedStates[t][i]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var a in this.deletedStates[t][n]={},this.state[t][n])r[a]||(this.deletedStates[t][n][a]=null);else for(var o in r){this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]}},cu.prototype.removeFeatureState=function(t,e,r){if(!(null===this.deletedStates[t])){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e){if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null}else this.deletedStates[t]=null}},cu.prototype.getState=function(t,e){var r=String(e),n=this.state[t]||{},i=this.stateChanges[t]||{},a=u({},n[r],i[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var o=this.deletedStates[t][e];if(null===o)return{};for(var s in o)delete a[s]}return a},cu.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},cu.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var i={};for(var a in this.stateChanges[n])this.state[n][a]||(this.state[n][a]={}),u(this.state[n][a],this.stateChanges[n][a]),i[a]=this.state[n][a];r[n]=i}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var f=0,h=Object.keys(this.deletedStates[o][c]);f<h.length;f+=1){var p=h[f];delete this.state[o][c][p]}s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var d in t){t[d].setFeatureState(r,e)}};var uu=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new zn(8192,16,0),this.grid3D=new zn(8192,16,0),this.featureIndexArray=new fa,this.promoteId=e};function fu(t,e,r,n,i){return v(t,(function(t,a){var o=e instanceof _i?e.get(a):null;return o&&o.evaluate?o.evaluate(r,n,i):o}))}function hu(t){for(var e=1/0,r=1/0,n=-1/0,i=-1/0,a=0,o=t;a<o.length;a+=1){var s=o[a];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),i=Math.max(i,s.y)}return{minX:e,minY:r,maxX:n,maxY:i}}function pu(t,e){return e-t}uu.prototype.insert=function(t,e,r,n,i,a){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,i);for(var s=a?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],f=0;f<c.length;f++){var h=c[f];u[0]=Math.min(u[0],h.x),u[1]=Math.min(u[1],h.y),u[2]=Math.max(u[2],h.x),u[3]=Math.max(u[3],h.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},uu.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new Ls.VectorTile(new al(this.rawTileData)).layers,this.sourceLayerCoder=new ou(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},uu.prototype.query=function(t,e,r,n){var a=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=sn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,f=hu(c),h=this.grid.query(f.minX-u,f.minY-u,f.maxX+u,f.maxY+u),p=hu(t.cameraQueryGeometry),d=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,a){return function(t,e,r,n,a){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&a>=l.y)return!0}var c=[new i(e,r),new i(e,a),new i(n,a),new i(n,r)];if(t.length>2)for(var u=0,f=c;u<f.length;u+=1){if(io(t,f[u]))return!0}for(var h=0;h<t.length-1;h++){if(ao(t[h],t[h+1],c))return!0}return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,a+u)})),m=0,g=d;m<g.length;m+=1){var v=g[m];h.push(v)}h.sort(pu);for(var y,x={},b=function(i){var u=h[i];if(u!==y){y=u;var f=a.featureIndexArray.get(u),p=null;a.loadMatchingFeature(x,f.bucketIndex,f.sourceLayerIndex,f.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Ya(e)),r.queryIntersectsFeature(c,e,n,p,a.z,t.transform,s,t.pixelPosMatrix)}))}},_=0;_<h.length;_++)b(_);return x},uu.prototype.loadMatchingFeature=function(t,e,r,n,i,a,o,s,l,c,u){var f=this.bucketLayerIDs[e];if(!a||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(a,f)){var h=this.sourceLayerCoder.decode(r),p=this.vtLayers[h].feature(n);if(i.filter(new pi(this.tileID.overscaledZ),p))for(var d=this.getId(p,h),m=0;m<f.length;m++){var g=f[m];if(!(a&&a.indexOf(g)<0)){var v=s[g];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||\"_geojsonTileLayer\",d));var x=l[g];x.paint=fu(x.paint,v.paint,p,y,o),x.layout=fu(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new su(p,this.z,this.x,this.y,d);_.layer=x;var w=t[g];void 0===w&&(w=t[g]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},uu.prototype.lookupSymbolFeatures=function(t,e,r,n,i,a,o,s){var l={};this.loadVTLayers();for(var c=sn(i),u=0,f=t;u<f.length;u+=1){var h=f[u];this.loadMatchingFeature(l,r,n,h,c,a,o,s,e)}return l},uu.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,i=r[e];n<i.length;n+=1){if(t===i[n])return!0}return!1},uu.prototype.getId=function(t,e){var r=t.id;if(this.promoteId){var n=\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e];\"boolean\"==typeof(r=t.properties[n])&&(r=Number(r))}return r},Nn(\"FeatureIndex\",uu,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var du=function(t,e){this.tileID=t,this.uid=h(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};du.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},du.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},du.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=a[i],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1){var l=s[o];r[l.id]=t}}},i=0,a=t;i<a.length;i+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var i=this.buckets[n];if(i instanceof Mc){if(this.hasSymbolBuckets=!0,!r)break;i.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var a in this.buckets){var o=this.buckets[a];if(o instanceof Mc&&o.hasRTLText){this.hasRTLText=!0,hi.isLoading()||hi.isLoaded()||\"deferred\"!==ui()||fi();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new na},du.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},du.prototype.getBucket=function(t){return this.buckets[t.id]},du.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Vc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Vc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},du.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},du.prototype.queryRenderedFeatures=function(t,e,r,n,i,a,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:i,scale:a,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},du.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),i=e?e.sourceLayer:\"\",a=n._geojsonTileLayer||n[i];if(a)for(var o=sn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,f={z:l,x:c,y:u},h=0;h<a.length;h++){var p=a.feature(h);if(o.filter(new pi(this.tileID.overscaledZ),p)){var d=r.getId(p,i),m=new su(p,l,c,u,d);m.tile=f,t.push(m)}}}},du.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},du.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},du.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=A(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),i=!1;if(this.expirationTime>n)i=!1;else if(e)if(this.expirationTime<e)i=!0;else{var a=this.expirationTime-e;a?this.expirationTime=n+Math.max(a,3e4):i=!0}else i=!0;i?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},du.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},du.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var i=this.buckets[n],a=i.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[a],s=t[a];if(o&&s&&0!==Object.keys(s).length){i.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(i)))}}}},du.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},du.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},du.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},du.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},du.prototype.setDependencies=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){r[i[n]]=!0}this.dependencies[t]=r},du.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var i=n[r],a=this.dependencies[i];if(a)for(var o=0,s=e;o<s.length;o+=1){if(a[s[o]])return!0}}return!1};var 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r},t.makeRequest=yt,t.mapObject=v,t.mercatorXfromLng=Jc,t.mercatorYfromLat=Kc,t.mercatorZfromAltitude=Qc,t.mul=mo,t.multiply=po,t.mvt=Ls,t.normalize=function(t,e){var r=e[0],n=e[1],i=e[2],a=r*r+n*n+i*i;return a>0&&(a=1/Math.sqrt(a)),t[0]=e[0]*a,t[1]=e[1]*a,t[2]=e[2]*a,t},t.number=qe,t.offscreenCanvasSupported=pt,t.ortho=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t},t.parseGlyphPBF=function(t){return new al(t).readFields(Tl,[])},t.pbf=al,t.performSymbolLayout=function(t,e,r,n,i,a,o){t.createArrays();var s=512*t.overscaling;t.tilePixelRatio=8192/s,t.compareText={},t.iconsNeedLinear=!1;var l=t.layers[0].layout,c=t.layers[0]._unevaluatedLayout._values,u={};if(\"composite\"===t.textSizeData.kind){var f=t.textSizeData,h=f.minZoom,p=f.maxZoom;u.compositeTextSizes=[c[\"text-size\"].possiblyEvaluate(new 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g=(c+1)%2;(0===c?r-i<=d:n-i<=m)&&(o.push(f),o.push(p-1),o.push(g)),(0===c?r+i>=d:n+i>=m)&&(o.push(p+1),o.push(u),o.push(g))}}return s}(this.ids,this.coords,t,e,r,this.nodeSize)};var j={minZoom:0,maxZoom:16,radius:40,extent:512,nodeSize:64,log:!1,generateId:!1,reduce:null,map:function(t){return t}},U=function(t){this.options=X(Object.create(j),t),this.trees=new Array(this.options.maxZoom+1)};function V(t,e,r,n,i){return{x:t,y:e,zoom:1/0,id:r,parentId:-1,numPoints:n,properties:i}}function H(t,e){var r=t.geometry.coordinates,n=r[0],i=r[1];return{x:Y(n),y:W(i),zoom:1/0,index:e,parentId:-1}}function q(t){return{type:\"Feature\",id:t.id,properties:G(t),geometry:{type:\"Point\",coordinates:[(n=t.x,360*(n-.5)),(e=t.y,r=(180-360*e)*Math.PI/180,360*Math.atan(Math.exp(r))/Math.PI-90)]}};var e,r,n}function G(t){var e=t.numPoints,r=e>=1e4?Math.round(e/1e3)+\"k\":e>=1e3?Math.round(e/100)/10+\"k\":e;return 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r=0;r<e.length;r+=3)t.minX=Math.min(t.minX,e[r]),t.minY=Math.min(t.minY,e[r+1]),t.maxX=Math.max(t.maxX,e[r]),t.maxY=Math.max(t.maxY,e[r+1])}function tt(t,e,r,n){if(e.geometry){var i=e.geometry.coordinates,a=e.geometry.type,o=Math.pow(r.tolerance/((1<<r.maxZoom)*r.extent),2),s=[],l=e.id;if(r.promoteId?l=e.properties[r.promoteId]:r.generateId&&(l=n||0),\"Point\"===a)et(i,s);else if(\"MultiPoint\"===a)for(var c=0;c<i.length;c++)et(i[c],s);else if(\"LineString\"===a)rt(i,s,o,!1);else if(\"MultiLineString\"===a){if(r.lineMetrics){for(c=0;c<i.length;c++)s=[],rt(i[c],s,o,!1),t.push(Q(l,\"LineString\",s,e.properties));return}nt(i,s,o,!1)}else if(\"Polygon\"===a)nt(i,s,o,!0);else{if(\"MultiPolygon\"!==a){if(\"GeometryCollection\"===a){for(c=0;c<e.geometry.geometries.length;c++)tt(t,{id:l,geometry:e.geometry.geometries[c],properties:e.properties},r,n);return}throw new Error(\"Input data is not a valid GeoJSON object.\")}for(c=0;c<i.length;c++){var 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u=t[c],f=u.geometry,h=u.type,p=0===i?u.minX:u.minY,d=0===i?u.maxX:u.maxY;if(p>=r&&d<n)l.push(u);else if(!(d<r||p>=n)){var m=[];if(\"Point\"===h||\"MultiPoint\"===h)st(f,m,r,n,i);else if(\"LineString\"===h)lt(f,m,r,n,i,!1,s.lineMetrics);else if(\"MultiLineString\"===h)ut(f,m,r,n,i,!1);else if(\"Polygon\"===h)ut(f,m,r,n,i,!0);else if(\"MultiPolygon\"===h)for(var g=0;g<f.length;g++){var v=[];ut(f[g],v,r,n,i,!0),v.length&&m.push(v)}if(m.length){if(s.lineMetrics&&\"LineString\"===h){for(g=0;g<m.length;g++)l.push(Q(u.id,h,m[g],u.tags));continue}\"LineString\"!==h&&\"MultiLineString\"!==h||(1===m.length?(h=\"LineString\",m=m[0]):h=\"MultiLineString\"),\"Point\"!==h&&\"MultiPoint\"!==h||(h=3===m.length?\"Point\":\"MultiPoint\"),l.push(Q(u.id,h,m,u.tags))}}}return l.length?l:null}function st(t,e,r,n,i){for(var a=0;a<t.length;a+=3){var o=t[a+i];o>=r&&o<=n&&(e.push(t[a]),e.push(t[a+1]),e.push(t[a+2]))}}function lt(t,e,r,n,i,a,o){for(var 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r=[],n=0;n<t.length;n++){var i,a=t[n],o=a.type;if(\"Point\"===o||\"MultiPoint\"===o||\"LineString\"===o)i=mt(a.geometry,e);else if(\"MultiLineString\"===o||\"Polygon\"===o){i=[];for(var s=0;s<a.geometry.length;s++)i.push(mt(a.geometry[s],e))}else if(\"MultiPolygon\"===o)for(i=[],s=0;s<a.geometry.length;s++){for(var l=[],c=0;c<a.geometry[s].length;c++)l.push(mt(a.geometry[s][c],e));i.push(l)}r.push(Q(a.id,o,i,a.tags))}return r}function mt(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function gt(t,e){if(t.transformed)return t;var r,n,i,a=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(vt(c[n],c[n+1],e,a,o,s));else for(n=0;n<c.length;n++){var f=[];for(i=0;i<c[n].length;i+=2)f.push(vt(c[n][i],c[n][i+1],e,a,o,s));l.geometry.push(f)}}return t.transformed=!0,t}function 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u={},e.tags)u[f]=e.tags[f];u.mapbox_clip_start=i.start/i.size,u.mapbox_clip_end=i.end/i.size}var h={geometry:o,type:\"Polygon\"===a||\"MultiPolygon\"===a?3:\"LineString\"===a||\"MultiLineString\"===a?2:1,tags:u};null!==e.id&&(h.id=e.id),t.features.push(h)}}function bt(t,e,r,n,i,a){var o=n*n;if(n>0&&e.size<(i?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;i&&function(t,e){for(var r=0,n=0,i=t.length,a=i-2;n<i;a=n,n+=2)r+=(t[n]-t[a])*(t[n+1]+t[a+1]);if(r>0===e)for(n=0,i=t.length;n<i/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[i-2-n],t[n+1]=t[i-1-n],t[i-2-n]=o,t[i-1-n]=s}}(s,a),t.push(s)}}function _t(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)tt(r,t.features[n],e,n);else\"Feature\"===t.type?tt(r,t,e):tt(r,{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,i=ot(t,1,-1-r,r,0,-1,2,e),a=ot(t,1,1-r,2+r,0,-1,2,e);return(i||a)&&(n=ot(t,1,-r,1+r,0,-1,2,e)||[],i&&(n=dt(i,1).concat(n)),a&&(n=n.concat(dt(a,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function wt(t,e,r){return 32*((1<<t)*r+e)+t}function Tt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var i=new g(n.features),a=_(i);0===a.byteOffset&&a.byteLength===a.buffer.byteLength||(a=new Uint8Array(a)),e(null,{vectorTile:i,rawData:a.buffer})}U.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,i=e.maxZoom,a=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(H(t[l],l));this.trees[i+1]=new N(s,Z,J,a,Float32Array),r&&console.timeEnd(o);for(var c=i;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new N(s,Z,J,a,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},U.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),i=180===t[2]?180:((t[2]+180)%360+360)%360-180,a=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,i=180;else if(r>i){var o=this.getClusters([r,n,180,a],e),s=this.getClusters([-180,n,i,a],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,f=l.range(Y(r),W(a),Y(i),W(n));u<f.length;u+=1){var h=f[u],p=l.points[h];c.push(p.numPoints?q(p):this.points[p.index])}return c},U.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",i=this.trees[r];if(!i)throw new Error(n);var a=i.points[e];if(!a)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=i.within(a.x,a.y,o);l<c.length;l+=1){var u=c[l],f=i.points[u];f.parentId===t&&s.push(f.numPoints?q(f):this.points[f.index])}if(0===s.length)throw new Error(n);return s},U.prototype.getLeaves=function(t,e,r){e=e||10,r=r||0;var n=[];return this._appendLeaves(n,t,e,r,0),n},U.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],i=Math.pow(2,t),a=this.options,o=a.extent,s=a.radius/o,l=(r-s)/i,c=(r+1+s)/i,u={features:[]};return this._addTileFeatures(n.range((e-s)/i,l,(e+1+s)/i,c),n.points,e,r,i,u),0===e&&this._addTileFeatures(n.range(1-s/i,l,1,c),n.points,i,r,i,u),e===i-1&&this._addTileFeatures(n.range(0,l,s/i,c),n.points,-1,r,i,u),u.features.length?u:null},U.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},U.prototype._appendLeaves=function(t,e,r,n,i){for(var a=0,o=this.getChildren(e);a<o.length;a+=1){var s=o[a],l=s.properties;if(l&&l.cluster?i+l.point_count<=n?i+=l.point_count:i=this._appendLeaves(t,l.cluster_id,r,n,i):i<n?i++:t.push(s),t.length===r)break}return i},U.prototype._addTileFeatures=function(t,e,r,n,i,a){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*i-r)),Math.round(this.options.extent*(l.y*i-n))]],tags:c?G(l):this.points[l.index].properties},f=void 0;c?f=l.id:this.options.generateId?f=l.index:this.points[l.index].id&&(f=this.points[l.index].id),void 0!==f&&(u.id=f),a.features.push(u)}},U.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},U.prototype._cluster=function(t,e){for(var r=[],n=this.options,i=n.radius,a=n.extent,o=n.reduce,s=i/(a*Math.pow(2,e)),l=0;l<t.length;l++){var c=t[l];if(!(c.zoom<=e)){c.zoom=e;for(var u=this.trees[e+1],f=u.within(c.x,c.y,s),h=c.numPoints||1,p=c.x*h,d=c.y*h,m=o&&h>1?this._map(c,!0):null,g=(l<<5)+(e+1)+this.points.length,v=0,y=f;v<y.length;v+=1){var x=y[v],b=u.points[x];if(!(b.zoom<=e)){b.zoom=e;var _=b.numPoints||1;p+=b.x*_,d+=b.y*_,h+=_,b.parentId=g,o&&(m||(m=this._map(c,!0)),o(m,this._map(b)))}}1===h?r.push(c):(c.parentId=g,r.push(V(p/h,d/h,g,h,m)))}}return r},U.prototype._getOriginId=function(t){return t-this.points.length>>5},U.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},U.prototype._map=function(t,e){if(t.numPoints)return e?X({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?X({},n):n},_t.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},_t.prototype.splitTile=function(t,e,r,n,i,a,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,f=wt(e,r,n),h=this.tiles[f];if(!h&&(c>1&&console.time(\"creation\"),h=this.tiles[f]=yt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,h.numFeatures,h.numPoints,h.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(h.source=t,i){if(e===l.maxZoom||e===i)continue;var d=1<<i-e;if(r!==Math.floor(a/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||h.numPoints<=l.indexMaxPoints)continue;if(h.source=null,0!==t.length){c>1&&console.time(\"clipping\");var m,g,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;m=g=v=y=null,x=ot(t,u,r-_,r+T,0,h.minX,h.maxX,l),b=ot(t,u,r+w,r+k,0,h.minX,h.maxX,l),t=null,x&&(m=ot(x,u,n-_,n+T,1,h.minY,h.maxY,l),g=ot(x,u,n+w,n+k,1,h.minY,h.maxY,l),x=null),b&&(v=ot(b,u,n-_,n+T,1,h.minY,h.maxY,l),y=ot(b,u,n+w,n+k,1,h.minY,h.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(m||[],e+1,2*r,2*n),s.push(g||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},_t.prototype.getTile=function(t,e,r){var n=this.options,i=n.extent,a=n.debug;if(t<0||t>24)return null;var o=1<<t,s=wt(t,e=(e%o+o)%o,r);if(this.tiles[s])return gt(this.tiles[s],i);a>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,f=r;!l&&c>0;)c--,u=Math.floor(u/2),f=Math.floor(f/2),l=this.tiles[wt(c,u,f)];return l&&l.source?(a>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,f),a>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,f,t,e,r),a>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?gt(this.tiles[s],i):null):null};var kt=function(e){function r(t,r,n,i){e.call(this,t,r,n,Tt),i&&(this.loadGeoJSON=i)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var i=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(a,o){if(a||!o)return r(a);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));f(o,!0);try{e._geoJSONIndex=n.cluster?new U(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var i={},a={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var f=u[c],h=n[f],p=h[0],d=h[1],m=t.createExpression(d),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",f]]:p);i[f]=m.value,a[f]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var a=n[r];e[a]=i[a].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var i=n[r];o.accumulated=t[i],t[i]=a[i].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new _t(t,e)}(o,n.geojsonVtOptions)}catch(a){return r(a)}e.loaded={};var s={};if(i){var l=i.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded,i=t.uid;return n&&n[i]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON 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t.Point(r.clientX-n.left-e.clientLeft,r.clientY-n.top-e.clientTop)},r.touchPos=function(e,r){for(var n=e.getBoundingClientRect(),i=[],a=0;a<r.length;a++)i.push(new t.Point(r[a].clientX-n.left-e.clientLeft,r[a].clientY-n.top-e.clientTop));return i},r.mouseButton=function(e){return void 0!==t.window.InstallTrigger&&2===e.button&&e.ctrlKey&&t.window.navigator.platform.toUpperCase().indexOf(\"MAC\")>=0?0:e.button},r.remove=function(t){t.parentNode&&t.parentNode.removeChild(t)};var h=function(e){function r(){e.call(this),this.images={},this.updatedImages={},this.callbackDispatchedThisFrame={},this.loaded=!1,this.requestors=[],this.patterns={},this.atlasImage=new t.RGBAImage({width:1,height:1}),this.dirty=!0}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.isLoaded=function(){return this.loaded},r.prototype.setLoaded=function(t){if(this.loaded!==t&&(this.loaded=t,t)){for(var e=0,r=this.requestors;e<r.length;e+=1){var n=r[e],i=n.ids,a=n.callback;this._notify(i,a)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,i=t;n<i.length;n+=1){var a=i[n];if(a[0]<r||a[1]<a[0]||e<a[1])return!1;r=a[1]}return!0},r.prototype._validateContent=function(t,e){return!t||4===t.length&&(!(t[0]<0||e.data.width<t[0])&&(!(t[1]<0||e.data.height<t[1])&&(!(t[2]<0||e.data.width<t[2])&&(!(t[3]<0||e.data.height<t[3])&&(!(t[2]<t[0])&&!(t[3]<t[1]))))))},r.prototype.updateImage=function(t,e){var r=this.images[t];e.version=r.version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,i=t;n<i.length;n+=1){var a=i[n];this.images[a]||(r=!1)}this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var i={w:n.data.width+2,h:n.data.height+2,x:0,y:0},a=new t.ImagePosition(i,n);this.patterns[e]={bin:i,position:a}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),i=n.w,a=n.h,o=this.atlasImage;for(var s in o.resize({width:i||1,height:a||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,f=this.images[s].data,h=f.width,p=f.height;t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u},{width:h,height:p}),t.RGBAImage.copy(f,o,{x:0,y:p-1},{x:c,y:u-1},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c,y:u+p},{width:h,height:1}),t.RGBAImage.copy(f,o,{x:h-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(f,o,{x:0,y:0},{x:c+h,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var i=this.images[n];f(i)&&this.updateImage(n,i)}}},r}(t.Evented);var p=g,d=g,m=1e20;function g(t,e,r,n,i,a){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=i||\"sans-serif\",this.fontWeight=a||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function v(t,e,r,n,i,a,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,i,a,o,r),l=0;l<r;l++)t[l*e+s]=i[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,i,a,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(i[s])}}function y(t,e,r,n,i){r[0]=0,n[0]=-m,n[1]=+m;for(var a=1,o=0;a<i;a++){for(var s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);s<=n[o];)o--,s=(t[a]+a*a-(t[r[o]]+r[o]*r[o]))/(2*a-2*r[o]);r[++o]=a,n[o]=s,n[o+1]=+m}for(a=0,o=0;a<i;a++){for(;n[o+1]<a;)o++;e[a]=(a-r[o])*(a-r[o])+t[r[o]]}}g.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var i=e.data[4*n+3]/255;this.gridOuter[n]=1===i?0:0===i?m:Math.pow(Math.max(0,.5-i),2),this.gridInner[n]=1===i?m:0===i?0:Math.pow(Math.max(0,i-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++){var a=this.gridOuter[n]-this.gridInner[n];r[n]=Math.max(0,Math.min(255,Math.round(255-255*(a/this.radius+this.cutoff))))}return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,i=[];for(var a in e)for(var o=0,s=e[a];o<s.length;o+=1){var l=s[o];i.push({stack:a,id:l})}t.asyncAll(i,(function(t,e){var r=t.stack,i=t.id,a=n.entries[r];a||(a=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=a.glyphs[i];if(void 0===o){if(o=n._tinySDF(a,r,i))return a.glyphs[i]=o,void e(null,{stack:r,id:i,glyph:o});var s=Math.floor(i/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(a.ranges[s])e(null,{stack:r,id:i,glyph:o});else{var l=a.requests[s];l||(l=a.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(a.glyphs[+r]=e[+r]);a.ranges[s]=!0}for(var i=0,o=l;i<o.length;i+=1){(0,o[i])(t,e)}delete a.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:i,glyph:n[i]||null})}))}}else e(null,{stack:r,id:i,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},i=0,a=e;i<a.length;i+=1){var o=a[i],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var i=this.localIdeographFontFamily;if(i&&this._doesCharSupportLocalGlyph(n)){var a=e.tinySDF;if(!a){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),a=e.tinySDF=new x.TinySDF(24,3,8,.25,i,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},a.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,i,a){var o=256*r,s=o+255,l=i.transformRequest(i.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)a(e);else if(r){for(var n={},i=0,o=t.parseGlyphPBF(r);i<o.length;i+=1){var s=o[i];n[s.id]=s}a(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var i=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),i):this._transitionable.setValue(n,i)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],i=t.length%2==1?-t[t.length-1]*r:0,a=t[0]*r,o=!0;n.push({left:i,right:a,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){o=!o;var c=t[l];i=s*r,a=(s+=c)*r,n.push({left:i,right:a,isDash:o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,i=-r;i<=r;i++)for(var a=this.nextRow+r+i,o=this.width*a,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=void 0,d=i/r*(n+1);if(l.isDash){var m=n-Math.abs(d);p=Math.sqrt(h*h+m*m)}else p=n-Math.sqrt(h*h+d*d);this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var i=t[0],a=t[t.length-1];i.isDash===a.isDash&&(i.left=a.left-this.width,a.right=i.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),f=Math.abs(c-l.right),h=Math.min(u,f),p=l.isDash?h:-h;this.data[o+c]=Math.max(0,Math.min(255,p+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,i=2*n+1;if(this.nextRow+i>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var a=0,o=0;o<e.length;o++)a+=e[o];if(0!==a){var s=this.width/a,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:a};return this.nextRow+=i,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var i=this.workerPool.acquire(this.id),a=0;a<i.length;a++){var o=i[a],s=new e.Actor(o,n,this.id);s.name=\"Worker \"+a,this.actors.push(s)}};function A(e,r,n){var i=function(i,a){if(i)return n(i);if(a){var o=t.pick(t.extend(a,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);a.vector_layers&&(o.vectorLayers=a.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),i):t.browser.frame((function(){return i(null,e)}))}k.prototype.broadcast=function(e,r,n){n=n||function(){},t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n)},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var M=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};M.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},M.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),i=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),a=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<a&&e.y>=i&&e.y<o};var S=function(e){function r(r,n,i,a){if(e.call(this),this.id=r,this.dispatcher=i,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(a)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),i={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function a(n,i){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(i&&i.resourceTiming&&(e.resourceTiming=i.resourceTiming),this.map._refreshExpiredTiles&&i&&e.setExpiryData(i),e.loadVectorData(i,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}i.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",i,a.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",i,a.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.dispatcher=i,this.setEventedParent(a),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=A(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new M(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,i=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(i,t.ResourceType.Tile),(function(i,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(i)e.state=\"errored\",r(i);else if(a){n.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(a.width),e.texture?e.texture.update(a,{useMipmap:!0}):(e.texture=new t.Texture(o,a,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),L=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function i(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,a){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(a){this.map._refreshExpiredTiles&&e.setExpiryData(a),delete a.cacheControl,delete a.expires;var o=t.window.ImageBitmap&&a instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?a:t.browser.getImageData(a,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,i.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),i=(r.x-1+n)%n,a=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,a,r.z,i,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),C=function(e){function r(r,n,i,a){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=i.getActor(),this.setEventedParent(a),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),i=this._data;\"string\"==typeof i?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(i),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(i),this.actor.send(this.type+\".loadData\",n,(function(t,i){r._removed||i&&i.abandoned||(r._loaded=!0,i&&i.resourceTiming&&i.resourceTiming[r.id]&&(r._resourceTiming=i.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,i=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor;var a={type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};e.request=this.actor.send(i,a,(function(t,a){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(a,n.map.painter,\"reloadTile\"===i),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,i){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(i),this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(i,a){n._loaded=!0,i?n.fire(new t.ErrorEvent(i)):a&&(n.image=a,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,i=-1/0,a=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),i=Math.max(i,l.x),a=Math.max(a,l.y)}var c=i-r,u=a-n,f=Math.max(c,u),h=Math.max(0,Math.floor(-Math.log(f)/Math.LN2)),p=Math.pow(2,h);return new t.CanonicalTileID(h,Math.floor((r+i)/2*p),Math.floor((n+a)/2*p))}(n),this.minzoom=this.maxzoom=this.tileID.z;var i=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(i[0].x,i[0].y,0,0),this._boundsArray.emplaceBack(i[1].x,i[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(i[3].x,i[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(i[2].x,i[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented);var O=function(e){function r(t,r,n,i){e.call(this,t,r,n,i),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,i=r.urls;n<i.length;n+=1){var a=i[n];this.urls.push(this.map._requestManager.transformRequest(a,t.ResourceType.Source).url)}t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var i=this.tiles[n];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),z=function(e){function r(r,n,i,a){e.call(this,r,n,i,a),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var i in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var a=this.tiles[i];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var 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e=this.gl;e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0),this.current=t,this.dirty=!1}},e}(_t),Tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.set=function(t){if(t!==this.current||this.dirty){this.context.bindFramebuffer.set(this.parent);var e=this.gl;e.framebufferRenderbuffer(e.FRAMEBUFFER,e.DEPTH_ATTACHMENT,e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(_t),kt=function(t,e,r,n){this.context=t,this.width=e,this.height=r;var i=t.gl,a=this.framebuffer=i.createFramebuffer();this.colorAttachment=new wt(t,a),n&&(this.depthAttachment=new Tt(t,a))};kt.prototype.destroy=function(){var t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var At=function(t,e,r){this.func=t,this.mask=e,this.range=r};At.ReadOnly=!1,At.ReadWrite=!0,At.disabled=new At(519,At.ReadOnly,[0,1]);var Mt=function(t,e,r,n,i,a){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=i,this.pass=a};Mt.disabled=new Mt({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Lt=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new q(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new X(this),this.stencilMask=new Z(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new it(this),this.blendEquation=new at(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ft(this),this.bindFramebuffer=new ht(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new mt(this),this.bindElementBuffer=new gt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Lt.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Lt.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Lt.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Lt.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Lt.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,i=n.createRenderbuffer();return this.bindRenderbuffer.set(i),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),i},Lt.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Lt.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,i=0;e&&(i|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(i|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(i)},Lt.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Lt.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Lt.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Lt.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Lt.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Ct=function(e){function r(r,n,i){var a=this;e.call(this),this.id=r,this.dispatcher=i,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(a._sourceLoaded=!0),a._sourceLoaded&&!a._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(a.reload(),a.transform&&a.update(a.transform))})),this.on(\"error\",(function(){a._sourceErrored=!0})),this._source=function(e,r,n,i){var a=new D[r.type](e,r,n,i);if(a.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+a.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],a),a}(r,n,i,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var i in this._tiles)this._isIdRenderable(i,e)&&n.push(this._tiles[i]);return e?n.sort((function(e,n){var i=e.tileID,a=n.tileID,o=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle),s=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle);return i.overscaledZ-a.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,i){if(i)return e.state=\"errored\",void(404!==i.status?this._source.fire(new t.ErrorEvent(i,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var i=this.getTileByID(n);a(t,i),a(i,t)}}function a(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,i=Math.pow(2,t.tileID.canonical.z),a=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+i)?r+=i:1===Math.abs(r-i)&&(r-=i)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[a]&&(t.neighboringTiles[a].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var i in this._tiles){var a=this._tiles[i];if(!(n[i]||!a.hasData()||a.tileID.overscaledZ<=e||a.tileID.overscaledZ>r)){for(var o=a.tileID;a&&a.tileID.overscaledZ>e+1;){var s=a.tileID.scaledTo(a.tileID.overscaledZ-1);(a=this._tiles[s.key])&&a.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var i=t.scaledTo(n),a=this._getLoadedTile(i);if(a)return a}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=(Math.ceil(t.width/this._source.tileSize)+1)*(Math.ceil(t.height/this._source.tileSize)+1),r=Math.floor(5*e),n=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,r):r;this._cache.setMaxSize(n)},r.prototype.handleWrapJump=function(t){var e=(t-(void 0===this._prevLng?t:this._prevLng))/360,r=Math.round(e);if(this._prevLng=t,r){var n={};for(var i in this._tiles){var a=this._tiles[i];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+r),n[a.tileID.key]=a}for(var o in this._tiles=n,this._timers)clearTimeout(this._timers[o]),delete this._timers[o];for(var s in this._tiles){var l=this._tiles[s];this._setTileReloadTimer(s,l)}}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var i;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?i=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(i=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(i=i.filter((function(t){return n._source.hasTile(t)})))):i=[];var a=e.coveringZoomLevel(this._source),o=Math.max(a-r.maxOverzooming,this._source.minzoom),s=Math.max(a+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(i,a);if(It(this._source.type)){for(var c={},u={},f=0,h=Object.keys(l);f<h.length;f+=1){var p=h[f],d=l[p],m=this._tiles[p];if(m&&!(m.fadeEndTime&&m.fadeEndTime<=t.browser.now())){var g=this.findLoadedParent(d,o);g&&(this._addTile(g.tileID),c[g.tileID.key]=g.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,a,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},i={},a=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],f=this._addTile(u);n[u.key]=u,f.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var h=0,p=t;h<p.length;h+=1){var d=p[h],m=this._tiles[d.key];if(!m.hasData()){if(e+1>this._source.maxzoom){var g=d.children(this._source.maxzoom)[0],v=this.getTile(g);if(v&&v.hasData()){n[g.key]=g;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=m.wasRequested(),b=d.overscaledZ-1;b>=a;--b){var _=d.scaledTo(b);if(i[_.key])break;if(i[_.key]=!0,!(m=this.getTile(_))&&x&&(m=this._addTile(_)),m&&(n[_.key]=_,x=m.wasRequested(),m.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var i=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(i))break;n=i}for(var a=0,o=e;a<o.length;a+=1){var s=o[a];this._loadedParentTiles[s]=r}}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var i=this,a=[],o=this.transform;if(!o)return a;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),f=1/0,h=1/0,p=-1/0,d=-1/0,m=0,g=c;m<g.length;m+=1){var v=g[m];f=Math.min(f,v.x),h=Math.min(h,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=i._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,m=Math.pow(2,o.zoom-n.tileID.overscaledZ),g=r*n.queryPadding*t.EXTENT/n.tileSize/m,v=[s.getTilePoint(new t.MercatorCoordinate(f,h)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-g<t.EXTENT&&v[0].y-g<t.EXTENT&&v[1].x+g>=0&&v[1].y+g>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));a.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:m})}}},x=0;x<u.length;x++)y(x);return a},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,i=r;n<i.length;n+=1){var a=i[n];a.posMatrix=this.transform.calculatePosMatrix(a.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(It(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.updateState(t,e,r)},r.prototype.removeFeatureState=function(t,e,r){t=t||\"_geojsonTileLayer\",this._state.removeFeatureState(t,e,r)},r.prototype.getFeatureState=function(t,e){return t=t||\"_geojsonTileLayer\",this._state.getState(t,e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles){this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\")}this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function Pt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function It(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function Ot(){return new t.window.Worker(Zi.workerUrl)}Ct.maxOverzooming=10,Ct.maxUnderzooming=3;var zt=\"mapboxgl_preloaded_worker_pool\",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new Ot);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[zt]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var i in e)\"ref\"!==i&&(n[i]=e[i]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function Ht(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function qt(t,e,r,n){Ht(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var i;for(i in e[n])if(e[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;for(i in r[n])if(r[n].hasOwnProperty(i)&&\"data\"!==i&&!t.deepEqual(e[n][i],r[n][i]))return!1;return!0}function Yt(e,r,n,i,a,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[i,s,r[s],a]}))}function Wt(t){return t.id}function Xt(t,e){return t[e.id]=e,t}function Zt(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var i={},a=[];!function(e,r,n,i){var a;for(a in r=r||{},e=e||{})e.hasOwnProperty(a)&&(r.hasOwnProperty(a)||Ht(a,n,i));for(a in r)r.hasOwnProperty(a)&&(e.hasOwnProperty(a)?t.deepEqual(e[a],r[a])||(\"geojson\"===e[a].type&&\"geojson\"===r[a].type&&Gt(e,r,a)?n.push({command:Ut.setGeoJSONSourceData,args:[a,r[a].data]}):qt(a,r,n,i)):Vt(a,r,n))}(e.sources,r.sources,a,i);var o=[];e.layers&&e.layers.forEach((function(t){i[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(a),function(e,r,n){r=r||[];var i,a,o,s,l,c,u,f=(e=e||[]).map(Wt),h=r.map(Wt),p=e.reduce(Xt,{}),d=r.reduce(Xt,{}),m=f.slice(),g=Object.create(null);for(i=0,a=0;i<f.length;i++)o=f[i],d.hasOwnProperty(o)?a++:(n.push({command:Ut.removeLayer,args:[o]}),m.splice(m.indexOf(o,a),1));for(i=0,a=0;i<h.length;i++)o=h[h.length-1-i],m[m.length-1-i]!==o&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),m.splice(m.lastIndexOf(o,m.length-a),1)):a++,c=m[m.length-i],n.push({command:Ut.addLayer,args:[d[o],c]}),m.splice(m.length-i,0,o),g[o]=!0);for(i=0;i<h.length;i++)if(s=p[o=h[i]],l=d[o],!g[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=m[m.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ut.setStyle,args:[r]}]}return n}var Jt=function(t,e){this.reset(t,e)};Jt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Jt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],i=e*this.paddedLength+this.padding;n<i&&r<this._distances.length;)n=this._distances[++r];var a=r-1,o=this._distances[a],s=n-o,l=s>0?(i-o)/s:0;return this.points[a].mult(1-l).add(this.points[r].mult(l))};var Kt=function(t,e,r){var n=this.boxCells=[],i=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var a=0;a<this.xCellCount*this.yCellCount;a++)n.push([]),i.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Qt(e,r,n,i,a){var o=t.create();return r?(t.scale(o,o,[1/a,1/a,1]),n||t.rotateZ(o,o,i.angle)):t.multiply(o,i.labelPlaneMatrix,e),o}function $t(e,r,n,i,a){if(r){var o=t.clone(e);return t.scale(o,o,[a,a,1]),n||t.rotateZ(o,o,-i.angle),o}return i.glCoordMatrix}function te(e,r){var n=[e.x,e.y,0,1];fe(n,n,r);var i=n[3];return{point:new t.Point(n[0]/i,n[1]/i),signedDistanceFromCamera:i}}function ee(t,e){return.5+t/e*.5}function re(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function ne(e,r,n,i,a,o,s,l){var c=i?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),f=[256/n.width*2+1,256/n.height*2+1],h=i?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;h.clear();for(var p=e.lineVertexArray,d=i?e.text.placedSymbolArray:e.icon.placedSymbolArray,m=n.transform.width/n.transform.height,g=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!g)ue(y.numGlyphs,h);else{g=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),re(x,f)){var b=x[3],_=ee(n.transform.cameraToCenterDistance,b),w=t.evaluateSizeForFeature(c,u,y),T=s?w/_:w*_,k=new t.Point(y.anchorX,y.anchorY),A=te(k,a).point,M={},S=oe(y,T,!1,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,m);g=S.useVertical,(S.notEnoughRoom||g||S.needsFlipping&&oe(y,T,!0,l,r,a,o,e.glyphOffsetArray,p,h,A,k,M,m).notEnoughRoom)&&ue(y.numGlyphs,h)}else ue(y.numGlyphs,h)}}i?e.text.dynamicLayoutVertexBuffer.updateData(h):e.icon.dynamicLayoutVertexBuffer.updateData(h)}function ie(t,e,r,n,i,a,o,s,l,c,u){var f=s.glyphStartIndex+s.numGlyphs,h=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),m=e.getoffsetX(f-1),g=le(t*d,r,n,i,a,o,s.segment,h,p,l,c,u);if(!g)return null;var v=le(t*m,r,n,i,a,o,s.segment,h,p,l,c,u);return v?{first:g,last:v}:null}function ae(e,r,n,i){if(e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*i)return{useVertical:!0};return(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function oe(e,r,n,i,a,o,s,l,c,u,f,h,p,d){var m,g=r/24,v=e.lineOffsetX*g,y=e.lineOffsetY*g;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ie(g,l,v,y,n,f,h,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=te(w.first.point,s).point,k=te(w.last.point,s).point;if(i&&!n){var A=ae(e.writingMode,T,k,d);if(A)return A}m=[w.first];for(var M=e.glyphStartIndex+1;M<x-1;M++)m.push(le(g*l.getoffsetX(M),v,y,n,f,h,e.segment,b,_,c,o,p));m.push(w.last)}else{if(i&&!n){var S=te(h,a).point,E=e.lineStartIndex+e.segment+1,L=new t.Point(c.getx(E),c.gety(E)),C=te(L,a),P=C.signedDistanceFromCamera>0?C.point:se(h,L,S,1,a),I=ae(e.writingMode,S,P,d);if(I)return I}var O=le(g*l.getoffsetX(e.glyphStartIndex),v,y,n,f,h,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!O)return{notEnoughRoom:!0};m=[O]}for(var z=0,D=m;z<D.length;z+=1){var R=D[z];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function se(t,e,r,n,i){var a=te(t.add(t.sub(e)._unit()),i).point,o=r.sub(a);return r.add(o._mult(n/o.mag()))}function le(e,r,n,i,a,o,s,l,c,u,f,h){var p=i?e-r:e+r,d=p>0?1:-1,m=0;i&&(d*=-1,m=Math.PI),d<0&&(m+=Math.PI);for(var g=d>0?l+s:l+s+1,v=a,y=a,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((g+=d)<l||g>=c)return null;if(y=v,w.push(v),void 0===(v=h[g])){var T=new t.Point(u.getx(g),u.gety(g)),k=te(T,f);if(k.signedDistanceFromCamera>0)v=h[g]=k.point;else{var A=g-d;v=se(0===x?o:new t.Point(u.getx(A),u.gety(A)),T,y,_-x+1,f)}}x+=b,b=y.dist(v)}var M=(_-x)/b,S=v.sub(y),E=S.mult(M)._add(y);E._add(S._unit()._perp()._mult(n*d));var L=m+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:L,path:w}}Kt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Kt.prototype.insert=function(t,e,r,n,i){this._forEachCell(e,r,n,i,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(i)},Kt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Kt.prototype._insertBoxCell=function(t,e,r,n,i,a){this.boxCells[i].push(a)},Kt.prototype._insertCircleCell=function(t,e,r,n,i,a){this.circleCells[i].push(a)},Kt.prototype._query=function(t,e,r,n,i,a){if(r<0||t>this.width||n<0||e>this.height)return!i&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(i)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],f=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-f,y1:u-f,x2:c+f,y2:u+f})}return a?o.filter(a):o}var h={hitTest:i,seenUids:{box:{},circle:{}}};return this._forEachCell(t,e,r,n,this._queryCell,o,h,a),i?o.length>0:o},Kt.prototype._queryCircle=function(t,e,r,n,i){var a=t-r,o=t+r,s=e-r,l=e+r;if(o<0||a>this.width||l<0||s>this.height)return!n&&[];var c=[],u={hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}};return this._forEachCell(a,s,o,l,this._queryCellCircle,c,u,i),n?c.length>0:c},Kt.prototype.query=function(t,e,r,n,i){return this._query(t,e,r,n,!1,i)},Kt.prototype.hitTest=function(t,e,r,n,i){return this._query(t,e,r,n,!0,i)},Kt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Kt.prototype._queryCell=function(t,e,r,n,i,a,o,s){var l=o.seenUids,c=this.boxCells[i];if(null!==c)for(var u=this.bboxes,f=0,h=c;f<h.length;f+=1){var p=h[f];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return a.push(!0),!0;a.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var m=this.circleCells[i];if(null!==m)for(var g=this.circles,v=0,y=m;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(g[b],g[b+1],g[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return a.push(!0),!0;var _=g[b],w=g[b+1],T=g[b+2];a.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Kt.prototype._queryCellCircle=function(t,e,r,n,i,a,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[i];if(null!==u)for(var f=this.bboxes,h=0,p=u;h<p.length;h+=1){var d=p[h];if(!c.box[d]){c.box[d]=!0;var m=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,f[m+0],f[m+1],f[m+2],f[m+3])&&(!s||s(this.boxKeys[d])))return a.push(!0),!0}}var g=this.circleCells[i];if(null!==g)for(var v=this.circles,y=0,x=g;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return a.push(!0),!0}}},Kt.prototype._forEachCell=function(t,e,r,n,i,a,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),f=this._convertToYCellCoord(n),h=l;h<=u;h++)for(var p=c;p<=f;p++){var d=this.xCellCount*p+h;if(i.call(this,t,e,r,n,d,a,o,s))return}},Kt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Kt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Kt.prototype._circlesCollide=function(t,e,r,n,i,a){var o=n-t,s=i-e,l=r+a;return l*l>o*o+s*s},Kt.prototype._circleAndRectCollide=function(t,e,r,n,i,a,o){var s=(a-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-i)/2,u=Math.abs(e-(i+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var f=l-s,h=u-c;return f*f+h*h<=r*r};var ce=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ue(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(ce,3*n)}}function fe(t,e,r){var n=e[0],i=e[1];return t[0]=r[0]*n+r[4]*i+r[12],t[1]=r[1]*n+r[5]*i+r[13],t[3]=r[3]*n+r[7]*i+r[15],t}var he=function(t,e,r){void 0===e&&(e=new Kt(t.width+200,t.height+200,25)),void 0===r&&(r=new Kt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function pe(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}he.prototype.placeCollisionBox=function(t,e,r,n,i){var a=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*a.perspectiveRatio,s=t.x1*o+a.point.x,l=t.y1*o+a.point.y,c=t.x2*o+a.point.x,u=t.y2*o+a.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,i)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},he.prototype.placeCollisionCircles=function(e,r,n,i,a,o,s,l,c,u,f,h,p){var d=[],m=new t.Point(r.anchorX,r.anchorY),g=te(m,o),v=ee(this.transform.cameraToCenterDistance,g.signedDistanceFromCamera),y=(u?a/v:a*v)/t.ONE_EM,x=te(m,s).point,b=ie(y,i,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,m,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*h*v+p,A=new t.Point(-100,-100),M=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Jt,E=b.first,L=b.last,C=[],P=E.path.length-1;P>=1;P--)C.push(E.path[P]);for(var I=1;I<L.path.length;I++)C.push(L.path[I]);var O=2.5*k;if(l){var z=C.map((function(t){return te(t,l)}));C=z.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:z.map((function(t){return t.point}))}var D=[];if(C.length>0){for(var R=C[0].clone(),F=C[0].clone(),B=1;B<C.length;B++)R.x=Math.min(R.x,C[B].x),R.y=Math.min(R.y,C[B].y),F.x=Math.max(F.x,C[B].x),F.y=Math.max(F.y,C[B].y);D=R.x>=A.x&&F.x<=M.x&&R.y>=A.y&&F.y<=M.y?[C]:F.x<A.x||R.x>M.x||F.y<A.y||R.y>M.y?[]:t.clipLine([C],A.x,A.y,M.x,M.y)}for(var N=0,j=D;N<j.length;N+=1){var U=j[N];S.reset(U,.25*k);var V=0;V=S.length<=.5*k?1:Math.ceil(S.paddedLength/O)+1;for(var H=0;H<V;H++){var q=H/Math.max(V-1,1),G=S.lerp(q),Y=G.x+100,W=G.y+100;d.push(Y,W,k,0);var X=Y-k,Z=W-k,J=Y+k,K=W+k;if(T=T&&this.isOffscreen(X,Z,J,K),w=w||this.isInsideGrid(X,Z,J,K),!e&&this.grid.hitTestCircle(Y,W,k,f)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},he.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,i=1/0,a=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),i=Math.min(i,u.y),a=Math.max(a,u.x),o=Math.max(o,u.y),r.push(u)}for(var f={},h={},p=0,d=this.grid.query(n,i,a,o).concat(this.ignoredGrid.query(n,i,a,o));p<d.length;p+=1){var m=d[p],g=m.key;if(void 0===f[g.bucketInstanceId]&&(f[g.bucketInstanceId]={}),!f[g.bucketInstanceId][g.featureIndex]){var v=[new t.Point(m.x1,m.y1),new t.Point(m.x2,m.y1),new t.Point(m.x2,m.y2),new t.Point(m.x1,m.y2)];t.polygonIntersectsPolygon(r,v)&&(f[g.bucketInstanceId][g.featureIndex]=!0,void 0===h[g.bucketInstanceId]&&(h[g.bucketInstanceId]=[]),h[g.bucketInstanceId].push(g.featureIndex))}}return h},he.prototype.insertCollisionBox=function(t,e,r,n,i){var a={bucketInstanceId:r,featureIndex:n,collisionGroupID:i};(e?this.ignoredGrid:this.grid).insert(a,t[0],t[1],t[2],t[3])},he.prototype.insertCollisionCircles=function(t,e,r,n,i){for(var a=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:i},s=0;s<t.length;s+=4)a.insertCircle(o,t[s],t[s+1],t[s+2])},he.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var i=[r,n,0,1];return fe(i,i,e),{point:new t.Point((i[0]/i[3]+1)/2*this.transform.width+100,(-i[1]/i[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/i[3]*.5}},he.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},he.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},he.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var de=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};de.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var me=function(t,e,r,n,i){this.text=new de(t?t.text:null,e,r,i),this.icon=new de(t?t.icon:null,e,n,i)};me.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var ge=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},ve=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ye=function(t,e,r,n,i){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=i},xe=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function be(e,r,n,i,a){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,i);return new t.Point(s+c[0]*a,l+c[1]*a)}function _e(e,r,n,i,a,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,f=e.anchorPointX,h=e.anchorPointY,p=new t.Point(r,n);return i&&p._rotate(a?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:f,anchorPointY:h}}xe.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var we=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new he(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new xe(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function Te(t,e,r,n,i){t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0),t.emplaceBack(e?1:0,r?1:0,n||0,i||0)}we.prototype.getBucketParts=function(e,r,n,i){var a=n.getBucket(r),o=n.latestFeatureIndex;if(a&&o&&r.id===a.layerIds[0]){var s=n.collisionBoxArray,l=a.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,f=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),h=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=pe(n,1,this.transform.zoom),m=Qt(f,h,p,this.transform,d),g=null;if(h){var v=$t(f,h,p,this.transform,d);g=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[a.bucketInstanceId]=new ye(a.bucketInstanceId,o,a.sourceLayerIndex,a.index,n.tileID);var y={bucket:a,layout:l,posMatrix:f,textLabelPlaneMatrix:m,labelToScreenMatrix:g,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(a.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(a.sourceID)};if(i)for(var x=0,b=a.sortKeyRanges;x<b.length;x+=1){var _=b[x],w=_.sortKey,T=_.symbolInstanceStart,k=_.symbolInstanceEnd;e.push({sortKey:w,symbolInstanceStart:T,symbolInstanceEnd:k,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:a.symbolInstances.length,parameters:y})}},we.prototype.attemptAnchorPlacement=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d){var m,g=[f.textOffset0,f.textOffset1],v=be(t,r,n,g,i),y=this.collisionIndex.placeCollisionBox(_e(e,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate);if(d&&0===this.collisionIndex.placeCollisionBox(_e(d,v.x,v.y,a,o,this.transform.angle),u,s,l,c.predicate).box.length)return;if(y.box.length>0)return this.prevPlacement&&this.prevPlacement.variableOffsets[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID]&&this.prevPlacement.placements[f.crossTileID].text&&(m=this.prevPlacement.variableOffsets[f.crossTileID].anchor),this.variableOffsets[f.crossTileID]={textOffset:g,width:r,height:n,anchor:t,textBoxScale:i,prevAnchor:m},this.markUsedJustification(h,t,f,p),h.allowVerticalPlacement&&(this.markUsedOrientation(h,p,f),this.placedOrientations[f.crossTileID]=p),{shift:v,placedGlyphBoxes:y}},we.prototype.placeLayerBucketPart=function(e,r,n){var i=this,a=e.parameters,o=a.bucket,s=a.layout,l=a.posMatrix,c=a.textLabelPlaneMatrix,u=a.labelToScreenMatrix,f=a.textPixelRatio,h=a.holdingForFade,p=a.collisionBoxArray,d=a.partiallyEvaluatedTextSize,m=a.collisionGroup,g=s.get(\"text-optional\"),v=s.get(\"icon-optional\"),y=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=y&&(x||!o.hasIconData()||v),A=x&&(y||!o.hasTextData()||g);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var M=function(e,a){if(!r[e.crossTileID])if(h)i.placements[e.crossTileID]=new ge(!1,!1,!1);else{var p,T=!1,M=!1,S=!0,E=null,L={box:null,offscreen:null},C={box:null,offscreen:null},P=null,I=null,O=0,z=0,D=0;a.textFeatureIndex?O=a.textFeatureIndex:e.useRuntimeCollisionCircles&&(O=e.featureIndex),a.verticalTextFeatureIndex&&(z=a.verticalTextFeatureIndex);var R=a.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&i.prevPlacement){var a=i.prevPlacement.placedOrientations[e.crossTileID];a&&(i.placedOrientations[e.crossTileID]=a,n=a,i.markUsedOrientation(o,n,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&a.verticalTextBox)for(var i=0,s=o.writingModes;i<s.length;i+=1){if(s[i]===t.WritingMode.vertical?(L=n(),C=L):L=r(),L&&L.box&&L.box.length)break}else L=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(i.prevPlacement&&i.prevPlacement.variableOffsets[e.crossTileID]){var j=i.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var a=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,h={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var g=N[d%N.length],v=d>=N.length,k=i.attemptAnchorPlacement(g,t,a,s,c,b,_,f,l,m,v,e,o,n,u);if(k&&(h=k.placedGlyphBoxes)&&h.box&&h.box.length){T=!0,E=k.shift;break}}return h};B((function(){return U(R,a.iconBox,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox,n=L&&L.box&&L.box.length;return o.allowVerticalPlacement&&!n&&e.numVerticalGlyphVertices>0&&r?U(r,a.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),L&&(T=L.box,S=L.offscreen);var V=F(L&&L.box);if(!T&&i.prevPlacement){var H=i.prevPlacement.variableOffsets[e.crossTileID];H&&(i.variableOffsets[e.crossTileID]=H,i.markUsedJustification(o,H.anchor,e,V))}}else{var q=function(t,r){var n=i.collisionIndex.placeCollisionBox(t,y,f,l,m.predicate);return n&&n.box&&n.box.length&&(i.markUsedOrientation(o,r,e),i.placedOrientations[e.crossTileID]=r),n};B((function(){return q(R,t.WritingMode.horizontal)}),(function(){var r=a.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?q(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(L&&L.box&&L.box.length)}}if(T=(p=L)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\"),X=e.collisionCircleDiameter;P=i.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,m.predicate,X,W),T=y||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(a.iconFeatureIndex&&(D=a.iconFeatureIndex),a.iconBox){var Z=function(t){var e=w&&E?_e(t,E.x,E.y,b,_,i.transform.angle):t;return i.collisionIndex.placeCollisionBox(e,x,f,l,m.predicate)};M=C&&C.box&&C.box.length&&a.verticalIconBox?(I=Z(a.verticalIconBox)).box.length>0:(I=Z(a.iconBox)).box.length>0,S=S&&I.offscreen}var J=g||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,K=v||0===e.numIconVertices;if(J||K?K?J||(M=M&&T):T=M&&T:M=T=M&&T,T&&p&&p.box&&(C&&C.box&&z?i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,m.ID):i.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,O,m.ID)),M&&I&&i.collisionIndex.insertCollisionBox(I.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,m.ID),P&&(T&&i.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,O,m.ID),n)){var Q=o.bucketInstanceId,$=i.collisionCircleArrays[Q];void 0===$&&($=i.collisionCircleArrays[Q]=new ve);for(var tt=0;tt<P.circles.length;tt+=4)$.circles.push(P.circles[tt+0]),$.circles.push(P.circles[tt+1]),$.circles.push(P.circles[tt+2]),$.circles.push(P.collisionDetected?1:0)}i.placements[e.crossTileID]=new ge(T||k,M||A,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var L=S[E];M(o.symbolInstances.get(L),o.collisionArrays[L])}else for(var C=e.symbolInstanceStart;C<e.symbolInstanceEnd;C++)M(o.symbolInstances.get(C),o.collisionArrays[C]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},we.prototype.markUsedJustification=function(e,r,n,i){var a,o={left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex};a=i===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:o[t.getAnchorJustification(r)];for(var s=0,l=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];s<l.length;s+=1){var c=l[s];c>=0&&(e.text.placedSymbolArray.get(c).crossTileID=a>=0&&c!==a?0:n.crossTileID)}},we.prototype.markUsedOrientation=function(e,r,n){for(var i=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,a=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1){var l=s[o];e.text.placedSymbolArray.get(l).placedOrientation=i}n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=a)},we.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,i=e?e.opacities:{},a=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=i[s];c?(this.opacities[s]=new me(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new me(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in i){var f=i[u];if(!this.opacities[u]){var h=new me(f,n,!1,!1);h.isHidden()||(this.opacities[u]=h,r=r||f.text.placed||f.icon.placed)}}for(var p in a)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=a[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},we.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,i=e;n<i.length;n+=1){var a=i[n],o=a.getBucket(t);o&&a.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,a.collisionBoxArray)}},we.prototype.updateBucketOpacities=function(e,r,n){var i=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var a=e.layers[0].layout,o=new me(null,0,!1,!1,!0),s=a.get(\"text-allow-overlap\"),l=a.get(\"icon-allow-overlap\"),c=a.get(\"text-variable-anchor\"),u=\"map\"===a.get(\"text-rotation-alignment\"),f=\"map\"===a.get(\"text-pitch-alignment\"),h=\"none\"!==a.get(\"icon-text-fit\"),p=new me(null,0,s&&(l||!e.hasIconData()||a.get(\"icon-optional\")),l&&(s||!e.hasTextData()||a.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},m=function(n){var a=e.symbolInstances.get(n),s=a.numHorizontalGlyphVertices,l=a.numVerticalGlyphVertices,m=a.crossTileID,g=r[m],v=i.opacities[m];g?v=o:v||(v=p,i.opacities[m]=v),r[m]=!0;var y=s>0||l>0,x=a.numIconVertices>0,b=i.placedOrientations[a.crossTileID],_=b===t.WritingMode.vertical,w=b===t.WritingMode.horizontal||b===t.WritingMode.horizontalOnly;if(y){var T=Pe(v.text),k=_?Ie:T;d(e.text,s,k);var A=w?Ie:T;d(e.text,l,A);var M=v.text.isHidden();[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=M||_?1:0)})),a.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(a.verticalPlacedTextSymbolIndex).hidden=M||w?1:0);var S=i.variableOffsets[a.crossTileID];S&&i.markUsedJustification(e,S.anchor,a,b);var E=i.placedOrientations[a.crossTileID];E&&(i.markUsedJustification(e,\"left\",a,E),i.markUsedOrientation(e,E,a))}if(x){var L=Pe(v.icon),C=!(h&&a.verticalPlacedIconSymbolIndex&&_);if(a.placedIconSymbolIndex>=0){var P=C?L:Ie;d(e.icon,a.numIconVertices,P),e.icon.placedSymbolArray.get(a.placedIconSymbolIndex).hidden=v.icon.isHidden()}if(a.verticalPlacedIconSymbolIndex>=0){var I=C?Ie:L;d(e.icon,a.numVerticalIconVertices,I),e.icon.placedSymbolArray.get(a.verticalPlacedIconSymbolIndex).hidden=v.icon.isHidden()}}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var O=e.collisionArrays[n];if(O){var z=new t.Point(0,0);if(O.textBox||O.verticalTextBox){var D=!0;if(c){var R=i.variableOffsets[m];R?(z=be(R.anchor,R.width,R.height,R.textOffset,R.textBoxScale),u&&z._rotate(f?i.transform.angle:-i.transform.angle)):D=!1}O.textBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||_,z.x,z.y),O.verticalTextBox&&Te(e.textCollisionBox.collisionVertexArray,v.text.placed,!D||w,z.x,z.y)}var F=Boolean(!w&&O.verticalIconBox);O.iconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,F,h?z.x:0,h?z.y:0),O.verticalIconBox&&Te(e.iconCollisionBox.collisionVertexArray,v.icon.placed,!F,h?z.x:0,h?z.y:0)}}},g=0;g<e.symbolInstances.length;g++)m(g);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},we.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},we.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},we.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},we.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},we.prototype.setStale=function(){this.stale=!0};var ke=Math.pow(2,25),Ae=Math.pow(2,24),Me=Math.pow(2,17),Se=Math.pow(2,16),Ee=Math.pow(2,9),Le=Math.pow(2,8),Ce=Math.pow(2,1);function Pe(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*ke+e*Ae+r*Me+e*Se+r*Ee+e*Le+r*Ce+e}var Ie=0,Oe=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Oe.prototype.continuePlacement=function(t,e,r,n,i){for(var a=this._bucketParts;this._currentTileIndex<t.length;){var o=t[this._currentTileIndex];if(e.getBucketParts(a,n,o,this._sortAcrossTiles),this._currentTileIndex++,i())return!0}for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,a.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<a.length;){var s=a[this._currentPartIndex];if(e.placeLayerBucketPart(s,this._seenCrossTileIDs,r),this._currentPartIndex++,i())return!0}return!1};var ze=function(t,e,r,n,i,a,o){this.placement=new we(t,i,a,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var i=this,a=t.browser.now(),o=function(){var e=t.browser.now()-a;return!i._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Oe(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var De=512/t.EXTENT/2,Re=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var i=e.get(n),a=i.key;this.indexedSymbolInstances[a]||(this.indexedSymbolInstances[a]=[]),this.indexedSymbolInstances[a].push({crossTileID:i.crossTileID,coord:this.getScaledCoordinates(i,t)})}};Re.prototype.getScaledCoordinates=function(e,r){var n=r.canonical.z-this.tileID.canonical.z,i=De/Math.pow(2,n);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*i),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*i)}},Re.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),i=0;i<t.length;i++){var a=t.get(i);if(!a.crossTileID){var o=this.indexedSymbolInstances[a.key];if(o)for(var s=this.getScaledCoordinates(a,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,a.crossTileID=u.crossTileID;break}}}}};var Fe=function(){this.maxCrossTileID=0};Fe.prototype.generate=function(){return++this.maxCrossTileID};var Be=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Be.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],i={};for(var a in n){var o=n[a];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),i[o.tileID.key]=o}this.indexes[r]=i}this.lng=t},Be.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++){e.symbolInstances.get(n).crossTileID=0}this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var i=this.usedCrossTileIDs[t.overscaledZ];for(var a in this.indexes){var o=this.indexes[a];if(Number(a)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,i)}else{var c=o[t.scaledTo(Number(a)).key];c&&c.findMatches(e.symbolInstances,t,i)}}for(var u=0;u<e.symbolInstances.length;u++){var f=e.symbolInstances.get(u);f.crossTileID||(f.crossTileID=r.generate(),i[f.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new Re(t,e.symbolInstances,e.bucketInstanceId),!0},Be.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,i=e.indexedSymbolInstances[r];n<i.length;n+=1){var a=i[n];delete this.usedCrossTileIDs[t][a.crossTileID]}},Be.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var i in n)t[n[i].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[i]),delete n[i],e=!0)}return e};var Ne=function(){this.layerIndexes={},this.crossTileIDs=new Fe,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Ne.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Be);var i=!1,a={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(i=!0),a[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(a)&&(i=!0),i},Ne.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var je=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},Ue=t.pick(Ut,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ve=t.pick(Ut,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),He=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var i=t.styleSpec.$root[n];if(i.required){var a=null;null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}}return e}(),qe=function(e){function r(n,i){var a=this;void 0===i&&(i={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new h,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,i.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Ne,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){var r={pluginStatus:e.pluginStatus,pluginURL:e.pluginURL};o.dispatcher.broadcast(\"syncRTLPluginState\",r,(function(e,r){if((t.triggerPluginCompletionEvent(e),r)&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=a.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in a._layers){var i=a._layers[n];i.source===r.id&&a._validateLayer(i)}}}}))}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var i=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var a=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(a,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,i)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(He,!1)},r.prototype._load=function(e,r){if(!r||!je(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var i=jt(this.stylesheet.layers);this._order=i.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var a=0,o=i;a<o.length;a+=1){var s=o[a];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var i,a,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,i=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,a=e,u())}));function u(){if(o)n(o);else if(i&&a){var e=t.browser.getImageData(a),r={};for(var s in i){var l=i[s],c=l.width,u=l.height,f=l.x,h=l.y,p=l.sdf,d=l.pixelRatio,m=l.stretchX,g=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:f,y:h},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:m,stretchY:g,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var i in n)r.imageManager.addImage(i,n[i]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var i=r.getSource();(\"geojson\"===i.type||i.vectorLayerIds&&-1===i.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+i.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=this._layers[i];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),i=Object.keys(this._removedLayers);for(var a in(n.length||i.length)&&this._updateWorkerLayers(n,i),this._updatedSources){var o=this._updatedSources[a];\"reload\"===o?this._reloadSource(a):\"clear\"===o&&this._clearSource(a)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),je(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=Zt(this.serialize(),e).filter((function(t){return!(t.command in Ve)}));if(0===n.length)return!1;var i=n.filter((function(t){return!(t.command in Ue)}));if(i.length>0)throw new Error(\"Unimplemented: \"+i.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var i=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0)||!this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n)){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var a=this.sourceCaches[e]=new Ct(e,r,this.dispatcher);a.style=this,a.setEventedParent(this,(function(){return{isSourceLoaded:i.loaded(),source:a.serialize(),sourceId:e}})),a.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=e.id;if(this.getLayer(i))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+i+'\" already exists on this map')));else{var a;if(\"custom\"===e.type){if(je(this,t.validateCustomStyleLayer(e)))return;a=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(i,e.source),e=t.clone$1(e),e=t.extend(e,{source:i})),this._validate(t.validateStyle.layer,\"layers.\"+i,e,{arrayIndex:-1},n))return;a=t.createStyleLayer(e),this._validateLayer(a),a.setEventedParent(this,{layer:{id:i}}),this._serializedLayers[a.id]=a.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,i),this._layerOrderChanged=!0,this._layers[i]=a,this._removedLayers[i]&&a.source&&\"custom\"!==a.type){var s=this._removedLayers[i];delete this._removedLayers[i],s.type!==a.type?this._updatedSources[a.source]=\"clear\":(this._updatedSources[a.source]=\"reload\",this.sourceCaches[a.source].pause())}this._updateLayer(a),a.onAdd&&a.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var i=r?this._order.indexOf(r):this._order.length;r&&-1===i?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(i,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var i=this.getLayer(e);i?i.minzoom===r&&i.maxzoom===n||(null!=r&&(i.minzoom=r),null!=n&&(i.maxzoom=n),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var i=this.getLayer(e);if(i){if(!t.deepEqual(i.filter,r))return null==r?(i.filter=void 0,void this._updateLayer(i)):void(this._validate(t.validateStyle.filter,\"layers.\"+i.id+\".filter\",r,null,n)||(i.filter=t.clone$1(r),this._updateLayer(i)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getLayoutProperty(r),n)||(a.setLayoutProperty(r,n,i),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,i){void 0===i&&(i={}),this._checkLoaded();var a=this.getLayer(e);a?t.deepEqual(a.getPaintProperty(r),n)||(a.setPaintProperty(r,n,i)&&this._updateLayer(a),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=e.sourceLayer,a=this.sourceCaches[n];if(void 0!==a){var o=a.getSource().type;\"geojson\"===o&&i?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||i?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.setFeatureState(i,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,i=this.sourceCaches[n];if(void 0!==i){var a=i.getSource().type,o=\"vector\"===a?e.sourceLayer:void 0;\"vector\"!==a||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):i.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,i=this.sourceCaches[r];if(void 0!==i){if(\"vector\"!==i.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},i=[],a=this._order.length-1;a>=0;a--){var o=this._order[a];if(r(o)){n[o]=a;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,f=c;u<f.length;u+=1){var h=f[u];i.push(h)}}}}i.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var p=[],d=this._order.length-1;d>=0;d--){var m=this._order[d];if(r(m))for(var g=i.length-1;g>=0;g--){var v=i[g].feature;if(n[v.layer.id]<d)break;p.push(v),i.pop()}else for(var y=0,x=t;y<x.length;y+=1){var b=x[y][m];if(b)for(var _=0,w=b;_<w.length;_+=1){var T=w[_];p.push(T.feature)}}}return p},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var i={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var a=0,o=r.layers;a<o.length;a+=1){var s=o[a],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];i[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!i[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,i,a,o){for(var s={},l=a.queryRenderedSymbols(n),c=[],u=0,f=Object.keys(l).map(Number);u<f.length;u+=1){var h=f[u];c.push(o[h])}c.sort(B);for(var p=function(){var r=m[d],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,i.filter,i.layers,i.availableImages,t);for(var a in n){var o=s[a]=s[a]||[],c=n[a];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var i=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-i}return e.featureIndex-t.featureIndex}));for(var u=0,f=c;u<f.length;u+=1){var h=f[u];o.push(h)}}},d=0,m=c;d<m.length;d+=1)p();var g=function(e){s[e].forEach((function(n){var i=n.feature,a=t[e],o=r[a.source].getFeatureState(i.layer[\"source-layer\"],i.id);i.source=i.layer.source,i.layer[\"source-layer\"]&&(i.sourceLayer=i.layer[\"source-layer\"]),i.state=o}))};for(var v in s)g(v);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],i={},a=0;a<r.length;a++){var o=r[a],s=o.tileID.canonical.key;i[s]||(i[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),i=!1;for(var a in e)if(!t.deepEqual(e[a],n[a])){i=!0;break}if(i){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,i,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&je(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},i)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers){this._layers[e].setEventedParent(null)}for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,i,a){void 0===a&&(a=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var f=u[c],h=this._layers[f];if(\"symbol\"===h.type){if(!l[h.source]){var p=this.sourceCaches[h.source];l[h.source]=p.getRenderableIds(!0).map((function(t){return p.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var d=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||d}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((a=a||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,a,r,n,i,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var m=0,g=this._order;m<g.length;m+=1){var v=g[m],y=this._layers[v];\"symbol\"===y.type&&this.placement.updateLayerOpacities(y,l[y.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var Ge=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ye=yr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),We=yr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Xe=yr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ze=yr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Je=yr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Ke=yr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),Qe=yr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),$e=yr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),tr=yr(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),er=yr(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),rr=yr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),nr=yr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ir=yr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ar=yr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),or=yr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),sr=yr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),lr=yr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),cr=yr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),ur=yr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),fr=yr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),hr=yr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),pr=yr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),dr=yr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),mr=yr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),gr=yr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),vr=yr(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function yr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,i,a){return n[a]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,i,a){var o=\"float\"===i?\"vec2\":\"vec4\",s=a.match(/color/)?\"color\":o;return n[a]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\nvarying \"+r+\" \"+i+\" \"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\nuniform lowp float u_\"+a+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+a+\";\\n#else\\nuniform \"+r+\" \"+i+\" u_\"+a+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = a_\"+a+\";\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+a+\"\\n    \"+r+\" \"+i+\" \"+a+\" = unpack_mix_\"+s+\"(a_\"+a+\", u_\"+a+\"_t);\\n#else\\n    \"+r+\" \"+i+\" \"+a+\" = u_\"+a+\";\\n#endif\\n\"}))}}var xr=Object.freeze({__proto__:null,prelude:Ye,background:We,backgroundPattern:Xe,circle:Ze,clippingMask:Je,heatmap:Ke,heatmapTexture:Qe,collisionBox:$e,collisionCircle:tr,debug:er,fill:rr,fillOutline:nr,fillOutlinePattern:ir,fillPattern:ar,fillExtrusion:or,fillExtrusionPattern:sr,hillshadePrepare:lr,hillshade:cr,line:ur,lineGradient:fr,linePattern:hr,lineSDF:pr,raster:dr,symbolIcon:mr,symbolSDF:gr,symbolTextAndIcon:vr}),br=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};br.prototype.bind=function(t,e,r,n,i,a,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);var u=!this.vao||this.boundProgram!==e||this.boundLayoutVertexBuffer!==r||l||this.boundIndexBuffer!==i||this.boundVertexOffset!==a||this.boundDynamicVertexBuffer!==o||this.boundDynamicVertexBuffer2!==s;!t.extVertexArrayObject||u?this.freshBind(e,r,n,i,a,o,s):(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),i&&i.dynamicDraw&&i.bind(),s&&s.bind())},br.prototype.freshBind=function(t,e,r,n,i,a,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=i,this.boundDynamicVertexBuffer=a,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var f=l;f<s;f++)u.disableVertexAttribArray(f)}e.enableAttributes(u,t);for(var h=0,p=r;h<p.length;h+=1){p[h].enableAttributes(u,t)}a&&a.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,i);for(var d=0,m=r;d<m.length;d+=1){var g=m[d];g.bind(),g.setVertexAttribPointers(u,t,i)}a&&(a.bind(),a.setVertexAttribPointers(u,t,i)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,i)),c.currentNumAttributes=l},br.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var _r=function(t,e,r,n,i){var a=t.gl;this.program=a.createProgram();var o=r?r.defines():[];i&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Ye.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Ye.vertexSource,e.vertexSource).join(\"\\n\"),c=a.createShader(a.FRAGMENT_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(c,s),a.compileShader(c),a.attachShader(this.program,c);var u=a.createShader(a.VERTEX_SHADER);if(a.isContextLost())this.failedToCreate=!0;else{a.shaderSource(u,l),a.compileShader(u),a.attachShader(this.program,u);for(var f=r?r.layoutAttributes:[],h=0;h<f.length;h++)a.bindAttribLocation(this.program,h,f[h].name);a.linkProgram(this.program),a.deleteShader(u),a.deleteShader(c),this.numAttributes=a.getProgramParameter(this.program,a.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var m=a.getActiveAttrib(this.program,d);m&&(this.attributes[m.name]=a.getAttribLocation(this.program,m.name))}for(var g=a.getProgramParameter(this.program,a.ACTIVE_UNIFORMS),v=0;v<g;v++){var y=a.getActiveUniform(this.program,v);y&&(p[y.name]=a.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function wr(t,e,r){var n=1/pe(r,1,e.transform.tileZoom),i=Math.pow(2,r.tileID.overscaledZ),a=r.tileSize*Math.pow(2,e.transform.tileZoom)/i,o=a*(r.tileID.canonical.x+r.tileID.wrap*i),s=a*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}_r.prototype.draw=function(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m){var g,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(i),t.setCullFace(a),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,f,{zoom:h});for(var x=(g={},g[v.LINES]=2,g[v.TRIANGLES]=3,g[v.LINE_STRIP]=1,g)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new br)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,m),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var Tr=function(e,r,n,i){var a=r.style.light,o=a.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===a.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=a.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:a.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:i}},kr=function(e,r,n,i,a,o,s){return t.extend(Tr(e,r,n,i),wr(o,r,s),{u_height_factor:-Math.pow(2,a.overscaledZ)/s.tileSize/8})},Ar=function(t){return{u_matrix:t}},Mr=function(e,r,n,i){return t.extend(Ar(e),wr(n,r,i))},Sr=function(t,e){return{u_matrix:t,u_world:e}},Er=function(e,r,n,i,a){return t.extend(Mr(e,r,n,i),{u_world:a})},Lr=function(e,r,n,i){var a,o,s=e.transform;if(\"map\"===i.paint.get(\"circle-pitch-alignment\")){var l=pe(n,1,s.zoom);a=!0,o=[l,l]}else a=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===i.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,i.paint.get(\"circle-translate\"),i.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+a,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Cr=function(t,e,r){var n=pe(r,1,e.zoom),i=Math.pow(2,e.zoom-r.tileID.overscaledZ),a=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*i),e.pixelsToGLUnits[1]/(n*i)],u_overscale_factor:a}},Pr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Ir=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Or=function(t){return{u_matrix:t}},zr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:pe(e,1,r),u_intensity:n}};function Dr(e,r){var n=Math.pow(2,r.canonical.z),i=r.canonical.y;return[new t.MercatorCoordinate(0,i/n).toLngLat().lat,new t.MercatorCoordinate(0,(i+1)/n).toLngLat().lat]}var Rr=function(e,r,n){var i=e.transform;return{u_matrix:Ur(e,r,n),u_ratio:1/pe(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Fr=function(e,r,n){return t.extend(Rr(e,r,n),{u_image:0})},Br=function(e,r,n,i){var a=e.transform,o=jr(r,a);return{u_matrix:Ur(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/pe(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,i.fromScale,i.toScale],u_fade:i.t,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Nr=function(e,r,n,i,a){var o=e.transform,s=e.lineAtlas,l=jr(r,o),c=\"round\"===n.layout.get(\"line-cap\"),u=s.getDash(i.from,c),f=s.getDash(i.to,c),h=u.width*a.fromScale,p=f.width*a.toScale;return t.extend(Rr(e,r,n),{u_patternscale_a:[l/h,-u.height/2],u_patternscale_b:[l/p,-f.height/2],u_sdfgamma:s.width/(256*Math.min(h,p)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:u.y,u_tex_y_b:f.y,u_mix:a.t})};function jr(t,e){return 1/pe(t,1,e.tileZoom)}function Ur(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var Vr=function(t,e,r,n,i){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*i.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:i.paint.get(\"raster-brightness-min\"),u_brightness_high:i.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=i.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(a=i.paint.get(\"raster-contrast\"),a>0?1/(1-a):1+a),u_spin_weights:Hr(i.paint.get(\"raster-hue-rotate\"))};var a,o};function Hr(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var qr,Gr=function(t,e,r,n,i,a,o,s,l,c){var u=i.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:i.options.fadeDuration?i.symbolFadeChange:1,u_matrix:a,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Yr=function(e,r,n,i,a,o,s,l,c,u,f){var h=a.transform;return t.extend(Gr(e,r,n,i,a,o,s,l,c,u),{u_gamma_scale:i?Math.cos(h._pitch)*h.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+f})},Wr=function(e,r,n,i,a,o,s,l,c,u){return t.extend(Yr(e,r,n,i,a,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Xr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Zr=function(e,r,n,i,a,o){return t.extend(function(t,e,r,n){var i=r.imageManager.getPattern(t.from.toString()),a=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,f=u*(n.tileID.canonical.x+n.tileID.wrap*c),h=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:i.tl,u_pattern_br_a:i.br,u_pattern_tl_b:a.tl,u_pattern_br_b:a.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:i.displaySize,u_pattern_size_b:a.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/pe(n,1,r.transform.tileZoom),u_pixel_coord_upper:[f>>16,h>>16],u_pixel_coord_lower:[65535&f,65535&h]}}(i,o,n,a),{u_matrix:e,u_opacity:r})},Jr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Kr(e,r,n,i,a,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),f=[],h=0,p=0,d=0;d<i.length;d++){var m=i[d],g=r.getTile(m),v=g.getBucket(n);if(v){var y=m.posMatrix;0===a[0]&&0===a[1]||(y=e.translatePosMatrix(m.posMatrix,g,a,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),f.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=h+=b.length/4}x&&u.draw(l,c.LINES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,g),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&f.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*h),k._trim();for(var A=0,M=0,S=f;M<S.length;M+=1)for(var E=S[M],L=0;L<E.circleArray.length/4;L++){var C=4*L,P=E.circleArray[C+0],I=E.circleArray[C+1],O=E.circleArray[C+2],z=E.circleArray[C+3];k.emplace(A++,P,I,O,z,0),k.emplace(A++,P,I,O,z,1),k.emplace(A++,P,I,O,z,2),k.emplace(A++,P,I,O,z,3)}(!qr||qr.length<2*h)&&(qr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var i=0;i<r;i++){var a=6*i;n.uint16[a+0]=4*i+0,n.uint16[a+1]=4*i+1,n.uint16[a+2]=4*i+2,n.uint16[a+3]=4*i+2,n.uint16[a+4]=4*i+3,n.uint16[a+5]=4*i+0}return n}(h));for(var D=l.createIndexBuffer(qr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=f;F<B.length;F+=1){var N=B[F],j=Pr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Qr=t.identity(new Float32Array(16));function $r(e,r,n,i,a,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,i);return new t.Point((l/a+u[0])*o,(c/a+u[1])*o)}function tn(e,r,n,i,a,o,s,l,c,u,f){var h=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,m={};p.clear();for(var g=0;g<h.length;g++){var v=h.get(g),y=e.allowVerticalPlacement&&!v.placedOrientation,x=v.hidden||!v.crossTileID||y?null:i[v.crossTileID];if(x){var b=new t.Point(v.anchorX,v.anchorY),_=te(b,n?l:s),w=ee(o.cameraToCenterDistance,_.signedDistanceFromCamera),T=a.evaluateSizeForFeature(e.textSizeData,u,v)*w/t.ONE_EM;n&&(T*=e.tilePixelRatio/c);for(var k=x.width,A=x.height,M=$r(x.anchor,k,A,x.textOffset,x.textBoxScale,T),S=n?te(b.add(M),s).point:_.point.add(r?M.rotate(-o.angle):M),E=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,L=0;L<v.numGlyphs;L++)t.addDynamicAttributes(p,S,E);f&&v.associatedIconIndex>=0&&(m[v.associatedIconIndex]={shiftedAnchor:S,angle:E})}else ue(v.numGlyphs,p)}if(f){d.clear();for(var C=e.icon.placedSymbolArray,P=0;P<C.length;P++){var I=C.get(P);if(I.hidden)ue(I.numGlyphs,d);else{var O=m[P];if(O)for(var z=0;z<I.numGlyphs;z++)t.addDynamicAttributes(d,O.shiftedAnchor,O.angle);else ue(I.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function en(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function rn(e,r,n,i,a,o,s,l,c,u,f,h){for(var p=e.context,d=p.gl,m=e.transform,g=\"map\"===l,v=\"map\"===c,y=g&&\"point\"!==n.layout.get(\"symbol-placement\"),x=g&&!v&&!y,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,At.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,A=i;k<A.length;k+=1){var M=A[k],S=r.getTile(M),E=S.getBucket(n);if(E){var L=a?E.text:E.icon;if(L&&L.segments.get().length){var C=L.programConfigurations.get(n.id),P=a||E.sdfIcons,I=a?E.textSizeData:E.iconSizeData,O=v||0!==m.pitch,z=e.useProgram(en(P,a,E),C),D=t.evaluateSizeForZoom(I,m.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(a){if(B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText){F=S.imageAtlasTexture.size,j=S.imageAtlasTexture;var V=\"composite\"===I.kind||\"camera\"===I.kind;U=O||e.options.rotating||e.options.zooming||V?d.LINEAR:d.NEAREST}}else{var H=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||H||O?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=pe(S,1,e.transform.zoom),G=Qt(M.posMatrix,v,g,e.transform,q),Y=$t(M.posMatrix,v,g,e.transform,q),W=w&&E.hasTextData(),X=\"none\"!==n.layout.get(\"icon-text-fit\")&&W&&E.hasIconData();y&&ne(E,M.posMatrix,e,a,G,Y,v,u);var Z=e.translatePosMatrix(M.posMatrix,S,o,s),J=y||a&&w||X?Qr:G,K=e.translatePosMatrix(Y,S,o,s,!0),Q=P&&0!==n.paint.get(a?\"text-halo-width\":\"icon-halo-width\").constantOr(1),$={program:z,buffers:L,uniformValues:P?E.iconsInText?Wr(I.kind,D,x,v,e,Z,J,K,R,F):Yr(I.kind,D,x,v,e,Z,J,K,a,R,!0):Gr(I.kind,D,x,v,e,Z,J,K,a,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:Q};if(b)for(var tt=0,et=L.segments.get();tt<et.length;tt+=1){var rt=et[tt];T.push({segments:new t.SegmentVector([rt]),sortKey:rt.sortKey,state:$})}else T.push({segments:L.segments,sortKey:0,state:$})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var nt=0,it=T;nt<it.length;nt+=1){var at=it[nt],ot=at.state;if(p.activeTexture.set(d.TEXTURE0),ot.atlasTexture.bind(ot.atlasInterpolation,d.CLAMP_TO_EDGE),ot.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),ot.atlasTextureIcon&&ot.atlasTextureIcon.bind(ot.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),ot.isSDF){var st=ot.uniformValues;ot.hasHalo&&(st.u_is_halo=1,nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,st)),st.u_is_halo=0}nn(ot.buffers,at.segments,n,e,ot.program,_,f,h,ot.uniformValues)}}function nn(t,e,r,n,i,a,o,s,l){var c=n.context,u=c.gl;i.draw(c,u.TRIANGLES,a,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function an(t,e,r,n,i,a,o){var s,l,c,u,f,h=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),m=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=h.LINES):(l=d?\"fillPattern\":\"fill\",s=h.TRIANGLES);for(var g=0,v=n;g<v.length;g+=1){var y=v[g],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(h.TEXTURE0),x.imageAtlasTexture.bind(h.LINEAR,h.CLAMP_TO_EDGE),_.updatePaintBuffers(m));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,A=k.patternPositions[T.to.toString()],M=k.patternPositions[T.from.toString()];A&&M&&_.setConstantPatternPositions(A,M)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,f=b.segments2;var E=[h.drawingBufferWidth,h.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Er(S,t,m,x,E):Sr(S,E)}else u=b.indexBuffer,f=b.segments,c=d?Mr(S,t,m,x):Ar(S);w.draw(t.context,s,i,t.stencilModeForClipping(y),a,Et.disabled,c,r.id,b.layoutVertexBuffer,u,f,r.paint,t.transform.zoom,_)}}}}function on(t,e,r,n,i,a,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),f=r.getCrossfadeParameters(),h=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var m=d[p],g=e.getTile(m),v=g.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),g.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(f));var b=c.constantOr(null);if(b&&g.imageAtlas){var _=g.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(m.posMatrix,g,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),A=r.paint.get(\"fill-extrusion-vertical-gradient\"),M=u?kr(k,t,A,h,m,f,g):Tr(k,t,A,h);x.draw(s,s.gl.TRIANGLES,i,a,o,Et.backCCW,M,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function sn(t,e,r,n,i,a){var o=t.context,s=o.gl,l=e.fbo;if(l){var c=t.useProgram(\"hillshade\");o.activeTexture.set(s.TEXTURE0),s.bindTexture(s.TEXTURE_2D,l.colorAttachment.get());var u=function(t,e,r){var n=r.paint.get(\"hillshade-shadow-color\"),i=r.paint.get(\"hillshade-highlight-color\"),a=r.paint.get(\"hillshade-accent-color\"),o=r.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===r.paint.get(\"hillshade-illumination-anchor\")&&(o-=t.transform.angle);var s=!t.options.moving;return{u_matrix:t.transform.calculatePosMatrix(e.tileID.toUnwrapped(),s),u_image:0,u_latrange:Dr(t,e.tileID),u_light:[r.paint.get(\"hillshade-exaggeration\"),o],u_shadow:n,u_highlight:i,u_accent:a}}(t,e,r);c.draw(o,s.TRIANGLES,n,i,a,Et.disabled,u,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}}function ln(e,r,n,i,a,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var f=u.dim,h=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(h),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var m=r.fbo;if(!m){var g=new t.Texture(l,{width:f,height:f,data:null},c.RGBA);g.bind(c.LINEAR,c.CLAMP_TO_EDGE),(m=r.fbo=l.createFramebuffer(f,f,!0)).colorAttachment.set(g.texture)}l.bindFramebuffer.set(m.framebuffer),l.viewport.set([0,0,f,f]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,a,o,s,Et.disabled,function(e,r,n){var i=r.stride,a=t.create();return t.ortho(a,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(a,a,[0,-t.EXTENT,0]),{u_matrix:a,u_image:1,u_dimension:[i,i],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,i),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function cn(e,r,n,i,a){var o=i.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),f=a.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),h=!r||Math.abs(r.tileID.overscaledZ-f)>Math.abs(e.tileID.overscaledZ-f),p=h&&e.refreshedUponExpiration?1:t.clamp(h?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var un=new t.Color(1,0,0,1),fn=new t.Color(0,1,0,1),hn=new t.Color(0,0,1,1),pn=new t.Color(1,0,1,1),dn=new t.Color(0,1,1,1);function mn(t){var e=t.transform.padding;gn(t,t.transform.height-(e.top||0),3,un),gn(t,e.bottom||0,3,fn),vn(t,e.left||0,3,hn),vn(t,t.transform.width-(e.right||0),3,pn);var r=t.transform.centerPoint;!function(t,e,r,n){yn(t,e-1,r-10,2,20,n),yn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,dn)}function gn(t,e,r,n){yn(t,0,e+r/2,t.transform.width,r,n)}function vn(t,e,r,n){yn(t,e-r/2,0,r,t.transform.height,n)}function yn(e,r,n,i,a,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function xn(e,r,n){var i=e.context,a=i.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=At.disabled,c=Mt.disabled,u=e.colorModeForRenderPass();i.activeTexture.set(a.TEXTURE0),e.emptyTexture.bind(a.LINEAR,a.CLAMP_TO_EDGE),s.draw(i,a.LINE_STRIP,l,c,u,Et.disabled,Ir(o,t.Color.red),\"$debug\",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var f=r.getTileByID(n.key).latestRawTileData,h=f&&f.byteLength||0,p=Math.floor(h/1024),d=r.getTile(n).tileSize,m=512/Math.min(d,512)*(n.overscaledZ/e.transform.zoom)*.5,g=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(g+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,i=t.debugOverlayCanvas.getContext(\"2d\");i.clearRect(0,0,r.width,r.height),i.shadowColor=\"white\",i.shadowBlur=2,i.lineWidth=1.5,i.strokeStyle=\"white\",i.textBaseline=\"top\",i.font=\"bold 36px Open Sans, sans-serif\",i.fillText(e,5,5),i.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,g+\" \"+p+\"kb\"),s.draw(i,a.TRIANGLES,l,c,St.alphaBlended,Et.disabled,Ir(o,t.Color.transparent,m),\"$debug\",e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var bn={symbol:function(e,r,n,i,a){if(\"translucent\"===e.renderPass){var o=Mt.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,i,a,o,s){for(var l=r.transform,c=\"map\"===a,u=\"map\"===o,f=0,h=e;f<h.length;f+=1){var p=h[f],d=i.getTile(p),m=d.getBucket(n);if(m&&m.text&&m.text.segments.get().length){var g=m.textSizeData,v=t.evaluateSizeForZoom(g,l.zoom),y=pe(d,1,r.transform.zoom),x=Qt(p.posMatrix,u,c,r.transform,y),b=\"none\"!==n.layout.get(\"icon-text-fit\")&&m.hasIconData();if(v){var _=Math.pow(2,l.zoom-d.tileID.overscaledZ);tn(m,c,u,s,t.symbolSize,l,x,p.posMatrix,_,v,b)}}}}(i,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),a),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&rn(e,r,n,i,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&rn(e,r,n,i,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Kr(e,r,n,i,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),Kr(e,r,n,i,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==a.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,f=e.depthModeForSublayer(0,At.ReadOnly),h=Mt.disabled,p=e.colorModeForRenderPass(),d=[],m=0;m<i.length;m++){var g=i[m],v=r.getTile(g),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Lr(e,g,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,A=d;k<A.length;k+=1){var M=A[k],S=M.state,E=S.programConfiguration,L=S.program,C=S.layoutVertexBuffer,P=S.indexBuffer,I=S.uniformValues,O=M.segments;L.draw(c,u.TRIANGLES,f,h,p,Et.disabled,I,n.id,C,P,O,n.paint,e.transform.zoom,E)}}}},heatmap:function(e,r,n,i){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var a=e.context,o=a.gl,s=Mt.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var i=r.heatmapFbo;if(i)n.bindTexture(n.TEXTURE_2D,i.colorAttachment.get()),t.bindFramebuffer.set(i.framebuffer);else{var a=n.createTexture();n.bindTexture(n.TEXTURE_2D,a),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),i=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var i=t.gl,a=t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:i.UNSIGNED_BYTE;i.texImage2D(i.TEXTURE_2D,0,i.RGBA,e.width/4,e.height/4,0,i.RGBA,a,null),n.colorAttachment.set(r)}(t,e,a,i)}}(a,e,n),a.clear({color:t.Color.transparent});for(var c=0;c<i.length;c++){var u=i[c];if(!r.hasRenderableParent(u)){var f=r.getTile(u),h=f.getBucket(n);if(h){var p=h.programConfigurations.get(n.id),d=e.useProgram(\"heatmap\",p),m=e.transform.zoom;d.draw(a,o.TRIANGLES,At.disabled,s,l,Et.disabled,zr(u.posMatrix,f,m,n.paint.get(\"heatmap-intensity\")),n.id,h.layoutVertexBuffer,h.indexBuffer,h.segments,n.paint,e.transform.zoom,p)}}}a.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,i=n.gl,a=r.heatmapFbo;if(!a)return;n.activeTexture.set(i.TEXTURE0),i.bindTexture(i.TEXTURE_2D,a.colorAttachment.get()),n.activeTexture.set(i.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,i.RGBA));o.bind(i.LINEAR,i.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,i.TRIANGLES,At.disabled,Mt.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,i){var a=t.create();t.ortho(a,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:a,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:n,u_color_ramp:i,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r,0,1),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}(e,n))},line:function(e,r,n,i){if(\"translucent\"===e.renderPass){var a=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==a.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,At.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),f=u.constantOr(1),h=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=f?\"linePattern\":c?\"lineSDF\":h?\"lineGradient\":\"line\",m=e.context,g=m.gl,v=!0;if(h){m.activeTexture.set(g.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(m,n.gradient,g.RGBA)),y.bind(g.LINEAR,g.CLAMP_TO_EDGE)}for(var x=0,b=i;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!f||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),A=e.context.program.get(),M=e.useProgram(d,k),S=v||M.program!==A,E=u.constantOr(null);if(E&&w.imageAtlas){var L=w.imageAtlas,C=L.patternPositions[E.to.toString()],P=L.patternPositions[E.from.toString()];C&&P&&k.setConstantPatternPositions(C,P)}var I=f?Br(e,w,n,p):c?Nr(e,w,n,c,p):h?Fr(e,w,n):Rr(e,w,n);f?(m.activeTexture.set(g.TEXTURE0),w.imageAtlasTexture.bind(g.LINEAR,g.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(m.activeTexture.set(g.TEXTURE0),e.lineAtlas.bind(m)),M.draw(m,g.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,I,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,i){var a=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===a.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?At.ReadWrite:At.ReadOnly);an(e,r,n,i,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var f=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,At.ReadOnly);an(e,r,n,i,f,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var i=r.paint.get(\"fill-extrusion-opacity\");if(0!==i&&\"translucent\"===t.renderPass){var a=new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D);if(1!==i||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))on(t,e,r,n,a,Mt.disabled,St.disabled),on(t,e,r,n,a,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();on(t,e,r,n,a,Mt.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var i=t.context,a=e.getSource().maxzoom,o=t.depthModeForSublayer(0,At.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,f=l[1];u<f.length;u+=1){var h=f[u],p=e.getTile(h);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?ln(t,p,r,a,o,Mt.disabled,s):\"translucent\"===t.renderPass&&sn(t,p,r,o,c[h.overscaledZ],s)}i.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var i=t.context,a=i.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),u=c[0],f=c[1],h=f[f.length-1].overscaledZ,p=!t.options.moving,d=0,m=f;d<m.length;d+=1){var g=m[d],v=t.depthModeForSublayer(g.overscaledZ-h,1===r.paint.get(\"raster-opacity\")?At.ReadWrite:At.ReadOnly,a.LESS),y=e.getTile(g),x=t.transform.calculatePosMatrix(g.toUnwrapped(),p);y.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(g,0),_=cn(y,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?a.NEAREST:a.LINEAR;i.activeTexture.set(a.TEXTURE0),y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),i.activeTexture.set(a.TEXTURE1),b?(b.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,a.CLAMP_TO_EDGE,a.LINEAR_MIPMAP_NEAREST);var A=Vr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(i,a.TRIANGLES,v,Mt.disabled,l,Et.disabled,A,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(i,a.TRIANGLES,v,u[g.overscaledZ],l,Et.disabled,A,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),i=r.paint.get(\"background-opacity\");if(0!==i){var a=t.context,o=a.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===i&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var f=Mt.disabled,h=t.depthModeForSublayer(0,\"opaque\"===u?At.ReadWrite:At.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),m=s.coveringTiles({tileSize:l});c&&(a.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var g=r.getCrossfadeParameters(),v=0,y=m;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Zr(b,i,t,c,{tileID:x,tileSize:l},g):Xr(b,i,n);d.draw(a,o.TRIANGLES,h,f,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)xn(t,e,r[n])},custom:function(t,e,r){var n=t.context,i=r.implementation;if(\"offscreen\"===t.renderPass){var a=i.prerender;a&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),a.call(i,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(Mt.disabled);var o=\"3d\"===i.renderingMode?new At(t.context.gl.LEQUAL,At.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,At.ReadOnly);n.setDepthMode(o),i.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},_n=function(t,e){this.context=new Lt(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Ct.maxUnderzooming+Ct.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Ne,this.gpuTimers={}};_n.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,i=this.style._order;n<i.length;n+=1){var a=i[n];this.style._layers[a].resize()}},_n.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,Ge.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,Ge.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var i=new t.StructArrayLayout4i8;i.emplaceBack(0,0,0,0),i.emplaceBack(t.EXTENT,0,t.EXTENT,0),i.emplaceBack(0,t.EXTENT,0,t.EXTENT),i.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(i,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var a=new t.StructArrayLayout2i4;a.emplaceBack(0,0),a.emplaceBack(1,0),a.emplaceBack(0,1),a.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(a,Ge.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new Mt({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},_n.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,At.disabled,this.stencilClearMode,St.disabled,Et.disabled,Or(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},_n.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(At.disabled);var i=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var a=0,o=e;a<o.length;a+=1){var s=o[a],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;i.draw(r,n.TRIANGLES,At.disabled,new Mt({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Or(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},_n.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new Mt({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new Mt({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},_n.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),i=n[n.length-1].overscaledZ,a=n[0].overscaledZ-i+1;if(a>1){this.currentStencilSource=void 0,this.nextStencilID+a>256&&this.clearStencil();for(var o={},s=0;s<a;s++)o[s+i]=new Mt({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=a,[o,n]}return[(e={},e[i]=Mt.disabled,e),n]},_n.prototype.colorModeForRenderPass=function(){var e=this.context.gl;if(this._showOverdrawInspector){return new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0])}return\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},_n.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return At.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new At(r||this.context.gl.LEQUAL,e,[n,n])},_n.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},_n.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var i=this.style._order,a=this.style.sourceCaches;for(var o in a){var s=a[o];s.used&&s.prepare(this.context)}var l,c,u={},f={},h={};for(var p in a){var d=a[p];u[p]=d.getVisibleCoordinates(),f[p]=u[p].slice().reverse(),h[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var m=0;m<i.length;m++){var g=i[m];if(this.style._layers[g].is3D()){this.opaquePassCutoff=m;break}}this.renderPass=\"offscreen\";for(var v=0,y=i;v<y.length;v+=1){var x=y[v],b=this.style._layers[x];if(b.hasOffscreenPass()&&!b.isHidden(this.transform.zoom)){var _=f[b.source];(\"custom\"===b.type||_.length)&&this.renderLayer(this,a[b.source],b,_)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=i.length-1;this.currentLayer>=0;this.currentLayer--){var w=this.style._layers[i[this.currentLayer]],T=a[w.source],k=u[w.source];this._renderTileClippingMasks(w,k),this.renderLayer(this,T,w,k)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<i.length;this.currentLayer++){var A=this.style._layers[i[this.currentLayer]],M=a[A.source],S=(\"symbol\"===A.type?h:f)[A.source];this._renderTileClippingMasks(A,u[A.source]),this.renderLayer(this,M,A,S)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&bn.debug(this,l,l.getVisibleCoordinates()));this.options.showPadding&&mn(this),this.context.setDefault()},_n.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),bn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},_n.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},_n.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},_n.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},_n.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],i=this.context.extTimerQuery,a=i.getQueryObjectEXT(n.query,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(n.query),e[r]=a}return e},_n.prototype.translatePosMatrix=function(e,r,n,i,a){if(!n[0]&&!n[1])return e;var o=a?\"map\"===i?this.transform.angle:0:\"viewport\"===i?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[a?n[0]:pe(r,n[0],this.transform.zoom),a?n[1]:pe(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},_n.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},_n.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},_n.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},_n.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new _r(this.context,xr[t],e,Jr[t],this._showOverdrawInspector)),this.cache[r]},_n.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},_n.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},_n.prototype.initDebugOverlayCanvas=function(){if(null==this.debugOverlayCanvas){this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512;var e=this.context.gl;this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,e.RGBA)}},_n.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var wn=function(t,e){this.points=t,this.planes=e};wn.fromInvProjectionMatrix=function(e,r,n){var i=Math.pow(2,n),a=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*i)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],a[e[0]],a[e[1]]),n=t.sub([],a[e[2]],a[e[1]]),i=t.normalize([],t.cross([],r,n)),o=-t.dot(i,a[e[1]]);return i.concat(o)}));return new wn(a,o)};var Tn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};Tn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),i=t.clone$2(this.max),a=0;a<r.length;a++)n[a]=r[a]?this.min[a]:this.center[a],i[a]=r[a]?this.center[a]:this.max[a];return i[2]=this.max[2],new Tn(n,i)},Tn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},Tn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},Tn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,i=0;i<e.planes.length;i++){for(var a=e.planes[i],o=0,s=0;s<r.length;s++)o+=t.dot$1(a,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,f=0;f<e.points.length;f++){var h=e.points[f][l]-this.min[l];c=Math.min(c,h),u=Math.max(u,h)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var kn=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};kn.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},kn.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),i=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,i)},kn.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},kn.prototype.clone=function(){return new kn(this.top,this.bottom,this.left,this.right)},kn.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var An=function(e,r,n,i,a){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===a||a,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==i?60:i,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new kn,this._posMatrixCache={},this._alignedPosMatrixCache={}},Mn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};An.prototype.clone=function(){var t=new An(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Mn.minZoom.get=function(){return this._minZoom},Mn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Mn.maxZoom.get=function(){return this._maxZoom},Mn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Mn.minPitch.get=function(){return this._minPitch},Mn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Mn.maxPitch.get=function(){return this._maxPitch},Mn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Mn.renderWorldCopies.get=function(){return this._renderWorldCopies},Mn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Mn.worldSize.get=function(){return this.tileSize*this.scale},Mn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Mn.size.get=function(){return new t.Point(this.width,this.height)},Mn.bearing.get=function(){return-this.angle/Math.PI*180},Mn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Mn.pitch.get=function(){return this._pitch/Math.PI*180},Mn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Mn.fov.get=function(){return this._fov/Math.PI*180},Mn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Mn.zoom.get=function(){return this._zoom},Mn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Mn.center.get=function(){return this._center},Mn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Mn.padding.get=function(){return this._edgeInsets.toJSON()},Mn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Mn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},An.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},An.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},An.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},An.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),i=this.pointCoordinate(new t.Point(this.width,0)),a=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,i.x,a.x,o.x)),l=Math.floor(Math.max(n.x,i.x,a.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},An.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var i=t.MercatorCoordinate.fromLngLat(this.center),a=Math.pow(2,r),o=[a*i.x,a*i.y,0],s=wn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new Tn([t*a,0,0],[(t+1)*a,a,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],f=[],h=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var m=u.pop(),g=m.x,v=m.y,y=m.fullyVisible;if(!y){var x=m.aabb.intersects(s);if(0===x)continue;y=2===x}var b=m.aabb.distanceX(o),_=m.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_)),T=3+(1<<h-m.zoom)-2;if(m.zoom===h||w>T&&m.zoom>=l)f.push({tileID:new t.OverscaledTileID(m.zoom===h?p:m.zoom,m.wrap,m.zoom,g,v),distanceSq:t.sqrLen([o[0]-.5-g,o[1]-.5-v])});else for(var k=0;k<4;k++){var A=(g<<1)+k%2,M=(v<<1)+(k>>1);u.push({aabb:m.aabb.quadrant(k),zoom:m.zoom+1,x:A,y:M,wrap:m.wrap,fullyVisible:y})}}return f.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},An.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Mn.unmodified.get=function(){return this._unmodified},An.prototype.zoomScale=function(t){return Math.pow(2,t)},An.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},An.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},An.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Mn.point.get=function(){return this.project(this.center)},An.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),i=this.pointCoordinate(this.centerPoint),a=this.locationCoordinate(e),o=new t.MercatorCoordinate(a.x-(n.x-i.x),a.y-(n.y-i.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},An.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},An.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},An.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},An.prototype.coordinateLocation=function(t){return t.toLngLat()},An.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var i=r[3],a=n[3],o=r[0]/i,s=n[0]/a,l=r[1]/i,c=n[1]/a,u=r[2]/i,f=n[2]/a,h=u===f?0:(0-u)/(f-u);return new t.MercatorCoordinate(t.number(o,s,h)/this.worldSize,t.number(l,c,h)/this.worldSize)},An.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},An.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},An.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},An.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},An.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,i=r?this._alignedPosMatrixCache:this._posMatrixCache;if(i[n])return i[n];var a=e.canonical,o=this.worldSize/this.zoomScale(a.z),s=a.x+Math.pow(2,a.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,a.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),i[n]=new Float32Array(l),i[n]},An.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},An.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,i,a=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var f=this.latRange;a=t.mercatorYfromLat(f[1])*this.worldSize,e=(o=t.mercatorYfromLat(f[0])*this.worldSize)-a<c.y?c.y/(o-a):0}if(this.lngRange){var h=this.lngRange;s=t.mercatorXfromLng(h[0])*this.worldSize,r=(l=t.mercatorXfromLng(h[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+a)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var m=p.y,g=c.y/2;m-g<a&&(i=a+g),m+g>o&&(i=o-g)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===i||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==i?i:p.y))),this._unmodified=u,this._constraining=!1}},An.prototype._calcMatrices=function(){if(this.height){var e=this._fov/2,r=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(e)*this.height;var n=Math.PI/2+this._pitch,i=this._fov*(.5+r.y/this.height),a=Math.sin(i)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-n-i,.01,Math.PI-.01)),o=this.point,s=o.x,l=o.y,c=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),u=this.height/50,f=new Float64Array(16);t.perspective(f,this._fov,this.width/this.height,u,c),f[8]=2*-r.x/this.width,f[9]=2*r.y/this.height,t.scale(f,f,[1,-1,1]),t.translate(f,f,[0,0,-this.cameraToCenterDistance]),t.rotateX(f,f,this._pitch),t.rotateZ(f,f,this.angle),t.translate(f,f,[-s,-l,0]),this.mercatorMatrix=t.scale([],f,[this.worldSize,this.worldSize,this.worldSize]),t.scale(f,f,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=f,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,p=this.height%2/2,d=Math.cos(this.angle),m=Math.sin(this.angle),g=s-Math.round(s)+d*h+m*p,v=l-Math.round(l)+d*p+m*h,y=new Float64Array(f);if(t.translate(y,y,[g>.5?g-1:g,v>.5?v-1:v,0]),this.alignedProjMatrix=y,f=t.create(),t.scale(f,f,[this.width/2,-this.height/2,1]),t.translate(f,f,[1,-1,0]),this.labelPlaneMatrix=f,f=t.create(),t.scale(f,f,[1,-1,1]),t.translate(f,f,[-1,-1,0]),t.scale(f,f,[2/this.width,2/this.height,1]),this.glCoordMatrix=f,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(f=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=f,this._posMatrixCache={},this._alignedPosMatrixCache={}}},An.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},An.prototype.getCameraPoint=function(){var e=this._pitch,r=Math.tan(e)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,r))},An.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,i=r.y,a=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),i=Math.min(i,c.y),a=Math.max(a,c.x),o=Math.max(o,c.y)}return[new t.Point(n,i),new t.Point(a,i),new t.Point(a,o),new t.Point(n,o),new t.Point(n,i)]},Object.defineProperties(An.prototype,Mn);var Sn=function(e){var r,n,i,a,o;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=300,i=!1,a=null,o=function(){a=null,i&&(r(),a=setTimeout(o,n),i=!1)},function(){return i=!0,a||o(),a})};Sn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},Sn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},Sn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,i=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),a=Math.pow(10,i),o=Math.round(r.lng*a)/a,s=Math.round(r.lat*a)/a,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var f=this._hashName,h=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===f?(h=!0,e+\"=\"+u):t})).filter((function(t){return t}));return h||p.push(f+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},Sn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},Sn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},Sn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var En={linearity:.3,easing:t.bezier(0,0,.3,1)},Ln=t.extend({deceleration:2500,maxSpeed:1400},En),Cn=t.extend({deceleration:20,maxSpeed:1400},En),Pn=t.extend({deceleration:1e3,maxSpeed:360},En),In=t.extend({deceleration:1e3,maxSpeed:90},En),On=function(t){this._map=t,this.clear()};function zn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function Dn(e,r,n){var i=n.maxSpeed,a=n.linearity,o=n.deceleration,s=t.clamp(e*a/(r/1e3),-i,i),l=Math.abs(s)/(o*a);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}On.prototype.clear=function(){this._inertiaBuffer=[]},On.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},On.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},On.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,i=this._inertiaBuffer;n<i.length;n+=1){var a=i[n].settings;r.zoom+=a.zoomDelta||0,r.bearing+=a.bearingDelta||0,r.pitch+=a.pitchDelta||0,a.panDelta&&r.pan._add(a.panDelta),a.around&&(r.around=a.around),a.pinchAround&&(r.pinchAround=a.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=Dn(r.pan.mag(),o,t.extend({},Ln,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,zn(s,l)}if(r.zoom){var c=Dn(r.zoom,o,Cn);s.zoom=this._map.transform.zoom+c.amount,zn(s,c)}if(r.bearing){var u=Dn(r.bearing,o,Pn);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),zn(s,u)}if(r.pitch){var f=Dn(r.pitch,o,In);s.pitch=this._map.transform.pitch+f.amount,zn(s,f)}if(s.zoom||s.bearing){var h=void 0===r.pinchAround?r.around:r.pinchAround;s.around=h?this._map.unproject(h):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var Rn=function(e){function n(n,i,a,o){void 0===o&&(o={});var s=r.mousePos(i.getCanvasContainer(),a),l=i.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:a},o)),this._defaultPrevented=!1,this.target=i}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Fn=function(e){function n(n,i,a){var o=\"touchend\"===n?a.changedTouches:a.touches,s=r.touchPos(i.getCanvasContainer(),o),l=s.map((function(t){return i.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=i.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:a}),this._defaultPrevented=!1}e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n;var i={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},i.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,i),n}(t.Event),Bn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Nn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Nn.prototype.reset=function(){delete this._mousedownPos},Nn.prototype.wheel=function(t){return this._firePreventable(new Bn(t.type,this._map,t))},Nn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseup=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.dblclick=function(t){return this._firePreventable(new Rn(t.type,this._map,t))},Nn.prototype.mouseover=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.mouseout=function(t){this._map.fire(new Rn(t.type,this._map,t))},Nn.prototype.touchstart=function(t){return this._firePreventable(new Fn(t.type,this._map,t))},Nn.prototype.touchmove=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchend=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype.touchcancel=function(t){this._map.fire(new Fn(t.type,this._map,t))},Nn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Nn.prototype.isEnabled=function(){return!0},Nn.prototype.isActive=function(){return!1},Nn.prototype.enable=function(){},Nn.prototype.disable=function(){};var jn=function(t){this._map=t};jn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},jn.prototype.mousemove=function(t){this._map.fire(new Rn(t.type,this._map,t))},jn.prototype.mousedown=function(){this._delayContextMenu=!0},jn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new Rn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},jn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new Rn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},jn.prototype.isEnabled=function(){return!0},jn.prototype.isActive=function(){return!1},jn.prototype.enable=function(){},jn.prototype.disable=function(){};var Un=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Vn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Un.prototype.isEnabled=function(){return!!this._enabled},Un.prototype.isActive=function(){return!!this._active},Un.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Un.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Un.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Un.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var i=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var a=Math.min(i.x,n.x),o=Math.max(i.x,n.x),s=Math.min(i.y,n.y),l=Math.max(i.y,n.y);r.setTransform(this._box,\"translate(\"+a+\"px,\"+s+\"px)\"),this._box.style.width=o-a+\"px\",this._box.style.height=l-s+\"px\"}}},Un.prototype.mouseupWindow=function(e,n){var i=this;if(this._active&&0===e.button){var a=this._startPos,o=n;if(this.reset(),r.suppressClick(),a.x!==o.x||a.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(a,o,i._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Un.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Un.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Un.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var Hn=function(t){this.reset(),this.numTouches=t.numTouches};Hn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},Hn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,i=e;n<i.length;n+=1){var a=i[n];r._add(a)}return r.div(e.length)}(r),this.touches=Vn(n,r)))},Hn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Vn(r,e);for(var i in this.touches){var a=this.touches[i],o=n[i];(!o||o.dist(a)>30)&&(this.aborted=!0)}}},Hn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var qn=function(t){this.singleTap=new Hn(t),this.numTaps=t.numTaps,this.reset()};qn.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},qn.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},qn.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},qn.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var i=t.timeStamp-this.lastTime<500,a=!this.lastTap||this.lastTap.dist(n)<30;if(i&&a||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Gn=function(){this._zoomIn=new qn({numTouches:1,numTaps:2}),this._zoomOut=new qn({numTouches:2,numTaps:1}),this.reset()};Gn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Gn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Gn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Gn.prototype.touchend=function(t,e,r){var n=this,i=this._zoomIn.touchend(t,e,r),a=this._zoomOut.touchend(t,e,r);return i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(i)},{originalEvent:t})}}):a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(a)},{originalEvent:t})}}):void 0},Gn.prototype.touchcancel=function(){this.reset()},Gn.prototype.enable=function(){this._enabled=!0},Gn.prototype.disable=function(){this._enabled=!1,this.reset()},Gn.prototype.isEnabled=function(){return this._enabled},Gn.prototype.isActive=function(){return this._active};var Yn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};Yn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},Yn.prototype._correctButton=function(t,e){return!1},Yn.prototype._move=function(t,e){return{}},Yn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},Yn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},Yn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},Yn.prototype.enable=function(){this._enabled=!0},Yn.prototype.disable=function(){this._enabled=!1,this.reset()},Yn.prototype.isEnabled=function(){return this._enabled},Yn.prototype.isActive=function(){return this._active};var Wn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(Yn),Xn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Zn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(Yn),Jn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Jn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Jn.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},Jn.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},Jn.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},Jn.prototype.touchcancel=function(){this.reset()},Jn.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var i=Vn(n,r),a=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in i){var c=i[l],u=this._touches[l];u&&(a._add(c),o._add(c.sub(u)),s++,i[l]=c)}if(this._touches=i,!(s<this._minTouches)&&o.mag()){var f=o.div(s);if(this._sum._add(f),!(this._sum.mag()<this._clickTolerance))return{around:a.div(s),panDelta:f}}},Jn.prototype.enable=function(){this._enabled=!0},Jn.prototype.disable=function(){this._enabled=!1,this.reset()},Jn.prototype.isEnabled=function(){return this._enabled},Jn.prototype.isActive=function(){return this._active};var Kn=function(){this.reset()};function Qn(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}Kn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Kn.prototype._start=function(t){},Kn.prototype._move=function(t,e,r){return{}},Kn.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},Kn.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,i=n[0],a=n[1],o=Qn(r,e,i),s=Qn(r,e,a);if(o&&s){var l=this._aroundCenter?null:o.add(s).div(2);return this._move([o,s],l,t)}}},Kn.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var i=this._firstTwoTouches,a=i[0],o=i[1],s=Qn(n,e,a),l=Qn(n,e,o);s&&l||(this._active&&r.suppressClick(),this.reset())}},Kn.prototype.touchcancel=function(){this.reset()},Kn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},Kn.prototype.disable=function(){this._enabled=!1,this.reset()},Kn.prototype.isEnabled=function(){return this._enabled},Kn.prototype.isActive=function(){return this._active};function $n(t,e){return Math.log(t/e)/Math.LN2}var ti=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs($n(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:$n(this._distance,r),pinchAround:e}},e}(Kn);function ei(t,e){return 180*t.angleWith(e)/Math.PI}var ri=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:ei(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=ei(t,this._startVector);return Math.abs(r)<e},e}(Kn);function ni(t){return Math.abs(t.y)>Math.abs(t.x)}var ii=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ni(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),i=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,i,r.timeStamp),this._valid){this._lastPoints=t,this._active=!0;return{pitchDelta:-.5*((n.y+i.y)/2)}}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,i=e.mag()>=2;if(n||i){if(!n||!i)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var a=t.y>0==e.y>0;return ni(t)&&ni(e)&&a}},e}(Kn),ai={panStep:100,bearingStep:15,pitchStep:10},oi=function(){var t=ai;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function si(t){return t*(2-t)}oi.prototype.reset=function(){this._active=!1},oi.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,i=0,a=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),a=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),a=1);break;case 38:t.shiftKey?i=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?i=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:si,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+i*e._pitchStep,offset:[-a*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},oi.prototype.enable=function(){this._enabled=!0},oi.prototype.disable=function(){this._enabled=!1,this.reset()},oi.prototype.isEnabled=function(){return this._enabled},oi.prototype.isActive=function(){return this._active};var li=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};li.prototype.setZoomRate=function(t){this._defaultZoomRate=t},li.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},li.prototype.isEnabled=function(){return!!this._enabled},li.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},li.prototype.isZooming=function(){return!!this._zooming},li.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},li.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},li.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),i=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":i>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(i*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},li.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},li.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},li.prototype.renderFrame=function(){return this._onScrollFrame()},li.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,i=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==i&&(i=1/i);var a=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(a*i))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var f=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),h=c(f);o=t.number(l,s,h),f<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},li.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,i=(t.browser.now()-n.start)/n.duration,a=n.easing(i+.01)-n.easing(i),o=.27/Math.sqrt(a*a+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},li.prototype.reset=function(){this._active=!1};var ci=function(t,e){this._clickZoom=t,this._tapZoom=e};ci.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},ci.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},ci.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},ci.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var ui=function(){this.reset()};ui.prototype.reset=function(){this._active=!1},ui.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},ui.prototype.enable=function(){this._enabled=!0},ui.prototype.disable=function(){this._enabled=!1,this.reset()},ui.prototype.isEnabled=function(){return this._enabled},ui.prototype.isActive=function(){return this._active};var fi=function(){this._tap=new qn({numTouches:1,numTaps:1}),this.reset()};fi.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},fi.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},fi.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],i=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:i/128}}}else this._tap.touchmove(t,e,r)},fi.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},fi.prototype.touchcancel=function(){this.reset()},fi.prototype.enable=function(){this._enabled=!0},fi.prototype.disable=function(){this._enabled=!1,this.reset()},fi.prototype.isEnabled=function(){return this._enabled},fi.prototype.isActive=function(){return this._active};var hi=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};hi.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},hi.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},hi.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},hi.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var pi=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};pi.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},pi.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},pi.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},pi.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var di=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};di.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},di.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},di.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},di.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},di.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},di.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var mi=function(t){return t.zoom||t.drag||t.pitch||t.rotate},gi=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),e.prototype=Object.create(t&&t.prototype),e.prototype.constructor=e,e}(t.Event);function vi(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var yi=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new On(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var i=this._el;this._listeners=[[i,\"touchstart\",{passive:!1}],[i,\"touchmove\",{passive:!1}],[i,\"touchend\",void 0],[i,\"touchcancel\",void 0],[i,\"mousedown\",void 0],[i,\"mousemove\",void 0],[i,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[i,\"mouseover\",void 0],[i,\"mouseout\",void 0],[i,\"dblclick\",void 0],[i,\"click\",void 0],[i,\"keydown\",{capture:!1}],[i,\"keyup\",void 0],[i,\"wheel\",{passive:!1}],[i,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var a=0,o=this._listeners;a<o.length;a+=1){var s=o[a],l=s[0],c=s[1],u=s[2];r.addEventListener(l,c,l===t.window.document?this.handleWindowEvent:this.handleEvent,u)}};yi.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var i=n[e],a=i[0],o=i[1],s=i[2];r.removeEventListener(a,o,a===t.window.document?this.handleWindowEvent:this.handleEvent,s)}},yi.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Nn(e,t));var n=e.boxZoom=new Un(e,t);this._add(\"boxZoom\",n);var i=new Gn,a=new ui;e.doubleClickZoom=new ci(a,i),this._add(\"tapZoom\",i),this._add(\"clickZoom\",a);var o=new fi;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ii;this._add(\"touchPitch\",s);var l=new Xn(t),c=new Zn(t);e.dragRotate=new pi(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new Wn(t),f=new Jn(t);e.dragPan=new hi(r,u,f),this._add(\"mousePan\",u),this._add(\"touchPan\",f,[\"touchZoom\",\"touchRotate\"]);var h=new ri,p=new ti;e.touchZoomRotate=new di(r,p,h,o),this._add(\"touchRotate\",h,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new li(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var m=e.keyboard=new oi;this._add(\"keyboard\",m),this._add(\"blockableMapEvent\",new jn(e));for(var g=0,v=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];g<v.length;g+=1){var y=v[g];t.interactive&&t[y]&&e[y].enable(t[y])}},yi.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},yi.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1){e[t].handler.reset()}this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},yi.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1){if(e[t].handler.isActive())return!0}return!1},yi.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},yi.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},yi.prototype.isMoving=function(){return Boolean(mi(this._eventsInProgress))||this.isZooming()},yi.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},yi.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},yi.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var i=n[r],a=i.target;this._el.contains(a)&&e.push(i)}return e},yi.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,i={needsRenderFrame:!1},a={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),c=0,u=this._handlers;c<u.length;c+=1){var f=u[c],h=f.handlerName,p=f.handler,d=f.allowed;if(p.isEnabled()){var m=void 0;this._blockedByActive(o,d,h)?p.reset():p[e||t.type]&&(m=p[e||t.type](t,l,s),this.mergeHandlerResult(i,a,m,h,n),m&&m.needsRenderFrame&&this._triggerRenderFrame()),(m||p.isActive())&&(o[h]=p)}}var g={};for(var v in this._previousActiveHandlers)o[v]||(g[v]=n);this._previousActiveHandlers=o,(Object.keys(g).length||vi(i))&&(this._changes.push([i,a,g]),this._triggerRenderFrame()),(Object.keys(o).length||vi(i))&&this._map._stop(!0),this._updatingCamera=!1;var y=i.cameraAnimation;y&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],y(this._map))}else this.stop()},yi.prototype.mergeHandlerResult=function(e,r,n,i,a){if(n){t.extend(e,n);var o={handlerName:i,originalEvent:n.originalEvent||a};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},yi.prototype._applyChanges=function(){for(var e={},r={},n={},i=0,a=this._changes;i<a.length;i+=1){var o=a[i],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},yi.prototype._updateMapTransform=function(t,e,r){var n=this._map,i=n.transform;if(!vi(t))return this._fireEvents(e,r);var a=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var f=i.pointLocation(a?c.sub(a):c);s&&(i.bearing+=s),l&&(i.pitch+=l),o&&(i.zoom+=o),i.setLocationAtPoint(f,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},yi.prototype._fireEvents=function(e,r){var n=this,i=mi(this._eventsInProgress),a=mi(e),o={};for(var s in e){var l=e[s].originalEvent;this._eventsInProgress[s]||(o[s+\"start\"]=l),this._eventsInProgress[s]=e[s]}for(var c in!i&&a&&this._fireEvent(\"movestart\",a.originalEvent),o)this._fireEvent(c,o[c]);for(var u in e.rotate&&(this._bearingChanged=!0),a&&this._fireEvent(\"move\",a.originalEvent),e){var f=e[u].originalEvent;this._fireEvent(u,f)}var h,p={};for(var d in this._eventsInProgress){var m=this._eventsInProgress[d],g=m.handlerName,v=m.originalEvent;this._handlersById[g].isActive()||(delete this._eventsInProgress[d],h=r[g]||v,p[d+\"end\"]=h)}for(var y in p)this._fireEvent(y,p[y]);var x=mi(this._eventsInProgress);if((i||a)&&!x){this._updatingCamera=!0;var b=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),_=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};b?(_(b.bearing||this._map.getBearing())&&(b.bearing=0),this._map.easeTo(b,{originalEvent:h})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:h})),_(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},yi.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},yi.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new gi(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var xi=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),r.prototype=Object.create(e&&e.prototype),r.prototype.constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,i){var a={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(i=t.extend({padding:a,offset:[0,0],maxZoom:this.transform.maxZoom},i)).padding){var o=i.padding;i.padding={top:o,bottom:o,right:o,left:o}}i.padding=t.extend(a,i.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),f=c.rotate(-n*Math.PI/180),h=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(f.x,h.x),Math.max(f.y,h.y)),d=new t.Point(Math.min(f.x,h.x),Math.min(f.y,h.y)),m=p.sub(d),g=(s.width-(l.left+l.right+i.padding.left+i.padding.right))/m.x,v=(s.height-(l.top+l.bottom+i.padding.top+i.padding.bottom))/m.y;if(!(v<0||g<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(g,v)),i.maxZoom),x=t.Point.convert(i.offset),b=(i.padding.left-i.padding.right)/2,_=(i.padding.top-i.padding.bottom)/2,w=new t.Point(x.x+b,x.y+_).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(w)),zoom:y,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,i,a){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,i),i,a)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,i=!1,a=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(i=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(a=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),i&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),a&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var i=this.transform,a=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:a,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,f=\"pitch\"in e?+e.pitch:s,h=\"padding\"in e?e.padding:i.padding,p=t.Point.convert(e.offset),d=i.centerPoint.add(p),m=i.pointLocation(d),g=t.LngLat.convert(e.center||m);this._normalizeCenter(g);var v,y,x=i.project(m),b=i.project(g).sub(x),_=i.zoomScale(c-a);e.around&&(v=t.LngLat.convert(e.around),y=i.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==a,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||f!==s,this._padding=!i.isPaddingEqual(h),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(i.zoom=t.number(a,c,e)),n._rotating&&(i.bearing=t.number(o,u,e)),n._pitching&&(i.pitch=t.number(s,f,e)),n._padding&&(i.interpolatePadding(l,h,e),d=i.centerPoint.add(p)),v)i.setLocationAtPoint(v,y);else{var m=i.zoomScale(i.zoom-a),g=c>a?Math.min(2,_):Math.max(.5,_),w=Math.pow(g,1-e),T=i.unproject(x.add(b.mult(e*w)).mult(m));i.setLocationAtPoint(i.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,i=this._rotating,a=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),i&&this.fire(new t.Event(\"rotateend\",e)),a&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var i=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(i,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var a=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,a.minZoom,a.maxZoom):o,f=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,h=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:a.padding,d=a.zoomScale(u-o),m=t.Point.convert(e.offset),g=a.centerPoint.add(m),v=a.pointLocation(g),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=a.project(v),b=a.project(y).sub(x),_=e.curve,w=Math.max(a.width,a.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var A=t.clamp(Math.min(e.minZoom,o,u),a.minZoom,a.maxZoom),M=w/a.zoomScale(A-o);_=Math.sqrt(M/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function L(t){return(Math.exp(t)-Math.exp(-t))/2}function C(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),I=function(t){return C(P)/C(P+_*t)},O=function(t){return w*((C(P)*(L(e=P+_*t)/C(e))-L(P))/S)/k;var e},z=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(z)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;z=Math.abs(Math.log(T/w))/_,O=function(){return 0},I=function(t){return Math.exp(D*_*t)}}if(\"duration\"in e)e.duration=+e.duration;else{var R=\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed;e.duration=1e3*z/R}return e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==f,this._pitching=h!==l,this._padding=!a.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var i=e*z,d=1/I(i);a.zoom=1===e?u:o+a.scaleZoom(d),n._rotating&&(a.bearing=t.number(s,f,e)),n._pitching&&(a.pitch=t.number(l,h,e)),n._padding&&(a.interpolatePadding(c,p,e),g=a.centerPoint.add(m));var v=1===e?y:a.unproject(x.add(b.mult(O(i))).mult(d));a.setLocationAtPoint(a.renderWorldCopies?v.wrap():v,g),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),bi=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};bi.prototype.getDefaultPosition=function(){return\"bottom-right\"},bi.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},bi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},bi.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},bi.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},bi.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var i=r[n];if(i.used){var a=i.getSource();a.attribution&&t.indexOf(a.attribution)<0&&t.push(a.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},bi.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var _i=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};_i.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},_i.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},_i.prototype.getDefaultPosition=function(){return\"bottom-left\"},_i.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},_i.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t){if(t[e].getSource().mapbox_logo)return!0}return!1}},_i.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var wi=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};wi.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},wi.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var i=n[r];if(i.id===t)return void(i.cancelled=!0)}},wi.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var i=n[r];if(!i.cancelled&&(i.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},wi.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var Ti={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},ki=t.window.HTMLImageElement,Ai=t.window.HTMLElement,Mi=t.window.ImageBitmap,Si={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Ei=function(n){function i(e){var r=this;if(null!=(e=t.extend({},Si,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error(\"maxPitch must be less than or equal to 60\");var i=new An(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,i,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new wi,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},Ti,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof Ai))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new yi(this,e);var a=\"string\"==typeof e.hash&&e.hash||void 0;this._hash=e.hash&&new Sn(a).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new bi({customAttribution:e.customAttribution})),this.addControl(new _i,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(i.__proto__=n),i.prototype=Object.create(n&&n.prototype),i.prototype.constructor=i;var a={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return i.prototype._getMapId=function(){return this._mapId},i.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var i=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?i.insertBefore(n,i.firstChild):i.appendChild(n),this},i.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},i.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],i=r[1];this._resizeCanvas(n,i),this.transform.resize(n,i),this.painter.resize(n,i);var a=!this._moving;return a&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),a&&this.fire(new t.Event(\"moveend\",e)),this},i.prototype.getBounds=function(){return this.transform.getBounds()},i.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},i.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},i.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},i.prototype.getMinZoom=function(){return this.transform.minZoom},i.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},i.prototype.getMaxZoom=function(){return this.transform.maxZoom},i.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},i.prototype.getMinPitch=function(){return this.transform.minPitch},i.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},i.prototype.getMaxPitch=function(){return this.transform.maxPitch},i.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},i.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},i.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},i.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},i.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},i.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},i.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},i.prototype._createDelegatedListener=function(t,e,r){var n,i=this;if(\"mouseenter\"===t||\"mouseover\"===t){var a=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?a||(a=!0,r.call(i,new Rn(t,i,n.originalEvent,{features:o}))):a=!1},mouseout:function(){a=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(i.getLayer(e)?i.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(i,new Rn(t,i,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(i,new Rn(t,i,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=i.getLayer(e)?i.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(i,t),delete t.features)},n)}},i.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(i),i.delegates)this.on(a,i.delegates[a]);return this},i.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var i=this._createDelegatedListener(t,e,r);for(var a in i.delegates)this.once(a,i.delegates[a]);return this},i.prototype.off=function(t,e,r){var i=this;if(void 0===r)return n.prototype.off.call(this,t,e);return this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var a=n[t],o=0;o<a.length;o++){var s=a[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)i.off(l,s.delegates[l]);return a.splice(o,1),i}}}(this._delegatedListeners),this},i.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var i=t.Point.convert(e[0]),a=t.Point.convert(e[1]);n=[i,new t.Point(a.x,i.y),a,new t.Point(i.x,a.y),i]}return this.style.queryRenderedFeatures(n,r,this.transform)},i.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},i.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},i.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},i.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},i.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},i.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var i=this._requestManager.normalizeStyleURL(e),a=this._requestManager.transformRequest(i,t.ResourceType.Style);t.getJSON(a,(function(e,i){e?n.fire(new t.ErrorEvent(e)):i&&n._updateDiff(i,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},i.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},i.prototype.getStyle=function(){if(this.style)return this.style.serialize()},i.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},i.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},i.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},i.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var i=r[n];if(\"loaded\"!==i.state&&\"errored\"!==i.state)return!1}}return!0},i.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},i.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},i.prototype.getSource=function(t){return this.style.getSource(t)},i.prototype.addImage=function(e,r,n){void 0===n&&(n={});var i=n.pixelRatio;void 0===i&&(i=1);var a=n.sdf;void 0===a&&(a=!1);var o=n.stretchX,s=n.stretchY,l=n.content;this._lazyInitEmptyStyle();if(r instanceof ki||Mi&&r instanceof Mi){var c=t.browser.getImageData(r),u=c.width,f=c.height,h=c.data;this.style.addImage(e,{data:new t.RGBAImage({width:u,height:f},h),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var p=r.width,d=r.height,m=r.data,g=r;this.style.addImage(e,{data:new t.RGBAImage({width:p,height:d},new Uint8Array(m)),pixelRatio:i,stretchX:o,stretchY:s,content:l,sdf:a,version:0,userImage:g}),g.onAdd&&g.onAdd(this,e)}},i.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var i=r instanceof ki||Mi&&r instanceof Mi?t.browser.getImageData(r):r,a=i.width,o=i.height,s=i.data;if(void 0===a||void 0===o)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));if(a!==n.data.width||o!==n.data.height)return this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\")));var l=!(r instanceof ki||Mi&&r instanceof Mi);n.data.replace(s,l),this.style.updateImage(e,n)},i.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},i.prototype.removeImage=function(t){this.style.removeImage(t)},i.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},i.prototype.listImages=function(){return this.style.listImages()},i.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},i.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},i.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},i.prototype.getLayer=function(t){return this.style.getLayer(t)},i.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},i.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},i.prototype.getFilter=function(t){return this.style.getFilter(t)},i.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},i.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},i.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},i.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},i.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},i.prototype.getLight=function(){return this.style.getLight()},i.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},i.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},i.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},i.prototype.getContainer=function(){return this._container},i.prototype.getCanvasContainer=function(){return this._canvasContainer},i.prototype.getCanvas=function(){return this._canvas},i.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},i.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},i.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var i=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),a=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){a[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,i)}))},i.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},i.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new _n(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},i.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},i.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},i.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},i.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},i.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},i.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},i.prototype._render=function(e){var r,n=this,i=0,a=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=a.createQueryEXT(),a.beginQueryEXT(a.TIME_ELAPSED_EXT,r),i=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var f=t.browser.now()-i;a.endQueryEXT(a.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=a.getQueryObjectEXT(r,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:f,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var h=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(h);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},i.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1){r[e].onRemove(this)}this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Li(this._canvasContainer),Li(this._controlContainer),Li(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},i.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},i.prototype._onWindowOnline=function(){this._update()},i.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},a.showTileBoundaries.get=function(){return!!this._showTileBoundaries},a.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},a.showPadding.get=function(){return!!this._showPadding},a.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},a.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},a.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},a.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},a.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},a.repaint.get=function(){return!!this._repaint},a.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},a.vertices.get=function(){return!!this._vertices},a.vertices.set=function(t){this._vertices=t,this._update()},i.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},a.version.get=function(){return t.version},Object.defineProperties(i.prototype,a),i}(xi);function Li(t){t.parentNode&&t.parentNode.removeChild(t)}var Ci={showCompass:!0,showZoom:!0,visualizePitch:!1},Pi=function(e){var n=this;this.options=t.extend({},Ci,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Pi.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Pi.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Pi.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ii(this._map,this._compass,this.options.visualizePitch)),this._container},Pi.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Pi.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Pi.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ii=function(e,n,i){void 0===i&&(i=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Xn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,i&&(this.mousePitch=new Zn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function Oi(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var i=new t.LngLat(e.lng-360,e.lat),a=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(i).distSqr(r)<o?e=i:n.locationPoint(a).distSqr(r)<o&&(e=a)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ii.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ii.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var i=this.mousePitch.mousemoveWindow(t,e);i&&i.pitchDelta&&r.setPitch(r.getPitch()+i.pitchDelta)}},Ii.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ii.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ii.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ii.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ii.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ii.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ii.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ii.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ii.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var zi={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Di(t,e,r){var n=t.classList;for(var i in zi)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+i);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var Ri,Fi=function(e){function n(n,i){var a=this;if(e.call(this),(n instanceof t.window.HTMLElement||i)&&(n=t.extend({element:n},i)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var c=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");c.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),c.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,f=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<f.length;u+=1){var h=f[u],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",h.rx),p.setAttributeNS(null,\"ry\",h.ry),c.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");m.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(m);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");g.setAttributeNS(null,\"opacity\",\"0.25\"),g.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),g.appendChild(v);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(g),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=a._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Di(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,zi[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Bi={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0};var Ni=0,ji=!1,Ui=function(e){function n(r){e.call(this),this.options=t.extend({},Bi,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==Ri?n(Ri):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){Ri=\"denied\"!==t.state,n(Ri)})):(Ri=!!t.window.navigator.geolocation,n(Ri)),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ni=0,ji=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,i=this._map.getBearing(),a=t.extend({bearing:i},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),a,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),i=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=i+\"px\",this._circleElement.style.height=i+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&ji)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var i=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}else{var a=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Fi(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Fi({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){var r=e.originalEvent&&\"resize\"===e.originalEvent.type;e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||r||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ni--,ji=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Ni>1?(e={maximumAge:6e5,timeout:0},ji=!0):(e=this.options.positionOptions,ji=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Vi={maxWidth:100,unit:\"metric\"},Hi=function(e){this.options=t.extend({},Vi,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function qi(t,e,r){var n=r&&r.maxWidth||100,i=t._container.clientHeight/2,a=t.unproject([0,i]),o=t.unproject([n,i]),s=a.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;if(l>5280)Gi(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\"));else Gi(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else if(r&&\"nautical\"===r.unit){Gi(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\"))}else s>=1e3?Gi(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):Gi(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function Gi(t,e,r,n){var i,a,o,s=(i=r,a=Math.pow(10,(\"\"+Math.floor(i)).length-1),o=(o=i/a)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o),a*o),l=s/r;t.style.width=e*l+\"px\",t.innerHTML=s+\"&nbsp;\"+n}Hi.prototype.getDefaultPosition=function(){return\"bottom-left\"},Hi.prototype._onMove=function(){qi(this._map,this._container,this.options)},Hi.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},Hi.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},Hi.prototype.setUnit=function(t){this.options.unit=t,qi(this._map,this._container,this.options)};var Yi=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};Yi.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},Yi.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},Yi.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},Yi.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},Yi.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},Yi.prototype._isFullscreen=function(){return this._fullscreen},Yi.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},Yi.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Wi={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Xi=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Wi),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),n.prototype=Object.create(e&&e.prototype),n.prototype.constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),i=t.window.document.createElement(\"body\");for(i.innerHTML=e;r=i.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this,i=this._lngLat||this._trackPointer;if(this._map&&i&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=Oi(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var a=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),o=this.options.anchor,s=function e(r){if(r){if(\"number\"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),\"top-left\":new t.Point(n,n),\"top-right\":new t.Point(-n,n),bottom:new t.Point(0,-r),\"bottom-left\":new t.Point(n,-n),\"bottom-right\":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var i=t.Point.convert(r);return{center:i,top:i,\"top-left\":i,\"top-right\":i,bottom:i,\"bottom-left\":i,\"bottom-right\":i,left:i,right:i}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),\"top-left\":t.Point.convert(r[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(r[\"top-right\"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),\"bottom-left\":t.Point.convert(r[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(r[\"bottom-right\"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!o){var l,c=this._container.offsetWidth,u=this._container.offsetHeight;l=a.y+s.bottom.y<u?[\"top\"]:a.y>this._map.transform.height-u?[\"bottom\"]:[],a.x<c/2?l.push(\"left\"):a.x>this._map.transform.width-c/2&&l.push(\"right\"),o=0===l.length?\"bottom\":l.join(\"-\")}var f=a.add(s[o]).round();r.setTransform(this._container,zi[o]+\" translate(\"+f.x+\"px,\"+f.y+\"px)\"),Di(this._container,o,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented);var Zi={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Ei,NavigationControl:Pi,GeolocateControl:Ui,AttributionControl:bi,ScaleControl:Hi,FullscreenControl:Yi,Popup:Xi,Marker:Fi,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(zt)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(zt),Rt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return Zi})),r}))},{}],240:[function(t,e,r){\"use strict\";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],241:[function(t,e,r){\"use strict\";e.exports=function(t,e){e||(e=t,t=window);var r=0,i=0,a=0,o={shift:!1,alt:!1,control:!1,meta:!1},s=!1;function l(t){var e=!1;return\"altKey\"in t&&(e=e||t.altKey!==o.alt,o.alt=!!t.altKey),\"shiftKey\"in t&&(e=e||t.shiftKey!==o.shift,o.shift=!!t.shiftKey),\"ctrlKey\"in t&&(e=e||t.ctrlKey!==o.control,o.control=!!t.ctrlKey),\"metaKey\"in t&&(e=e||t.metaKey!==o.meta,o.meta=!!t.metaKey),e}function c(t,s){var c=n.x(s),u=n.y(s);\"buttons\"in s&&(t=0|s.buttons),(t!==r||c!==i||u!==a||l(s))&&(r=0|t,i=c||0,a=u||0,e&&e(r,i,a,o))}function u(t){c(0,t)}function f(){(r||i||a||o.shift||o.alt||o.meta||o.control)&&(i=a=0,r=0,o.shift=o.alt=o.control=o.meta=!1,e&&e(0,0,0,o))}function h(t){l(t)&&e&&e(r,i,a,o)}function p(t){0===n.buttons(t)?c(0,t):c(r,t)}function d(t){c(r|n.buttons(t),t)}function m(t){c(r&~n.buttons(t),t)}function g(){s||(s=!0,t.addEventListener(\"mousemove\",p),t.addEventListener(\"mousedown\",d),t.addEventListener(\"mouseup\",m),t.addEventListener(\"mouseleave\",u),t.addEventListener(\"mouseenter\",u),t.addEventListener(\"mouseout\",u),t.addEventListener(\"mouseover\",u),t.addEventListener(\"blur\",f),t.addEventListener(\"keyup\",h),t.addEventListener(\"keydown\",h),t.addEventListener(\"keypress\",h),t!==window&&(window.addEventListener(\"blur\",f),window.addEventListener(\"keyup\",h),window.addEventListener(\"keydown\",h),window.addEventListener(\"keypress\",h)))}g();var v={element:t};return Object.defineProperties(v,{enabled:{get:function(){return s},set:function(e){e?g():function(){if(!s)return;s=!1,t.removeEventListener(\"mousemove\",p),t.removeEventListener(\"mousedown\",d),t.removeEventListener(\"mouseup\",m),t.removeEventListener(\"mouseleave\",u),t.removeEventListener(\"mouseenter\",u),t.removeEventListener(\"mouseout\",u),t.removeEventListener(\"mouseover\",u),t.removeEventListener(\"blur\",f),t.removeEventListener(\"keyup\",h),t.removeEventListener(\"keydown\",h),t.removeEventListener(\"keypress\",h),t!==window&&(window.removeEventListener(\"blur\",f),window.removeEventListener(\"keyup\",h),window.removeEventListener(\"keydown\",h),window.removeEventListener(\"keypress\",h))}()},enumerable:!0},buttons:{get:function(){return r},enumerable:!0},x:{get:function(){return i},enumerable:!0},y:{get:function(){return a},enumerable:!0},mods:{get:function(){return o},enumerable:!0}}),v};var n=t(\"mouse-event\")},{\"mouse-event\":243}],242:[function(t,e,r){var n={left:0,top:0};e.exports=function(t,e,r){e=e||t.currentTarget||t.srcElement,Array.isArray(r)||(r=[0,0]);var i=t.clientX||0,a=t.clientY||0,o=(s=e,s===window||s===document||s===document.body?n:s.getBoundingClientRect());var s;return r[0]=i-o.left,r[1]=a-o.top,r}},{}],243:[function(t,e,r){\"use strict\";function n(t){return t.target||t.srcElement||window}r.buttons=function(t){if(\"object\"==typeof t){if(\"buttons\"in t)return t.buttons;if(\"which\"in t){if(2===(e=t.which))return 4;if(3===e)return 2;if(e>0)return 1<<e-1}else if(\"button\"in t){var e;if(1===(e=t.button))return 4;if(2===e)return 2;if(e>=0)return 1<<e}}return 0},r.element=n,r.x=function(t){if(\"object\"==typeof t){if(\"offsetX\"in t)return t.offsetX;var e=n(t).getBoundingClientRect();return t.clientX-e.left}return 0},r.y=function(t){if(\"object\"==typeof t){if(\"offsetY\"in t)return t.offsetY;var e=n(t).getBoundingClientRect();return t.clientY-e.top}return 0}},{}],244:[function(t,e,r){\"use strict\";var n=t(\"to-px\");e.exports=function(t,e,r){\"function\"==typeof t&&(r=!!e,e=t,t=window);var i=n(\"ex\",t),a=function(t){r&&t.preventDefault();var n=t.deltaX||0,a=t.deltaY||0,o=t.deltaZ||0,s=1;switch(t.deltaMode){case 1:s=i;break;case 2:s=window.innerHeight}if(a*=s,o*=s,(n*=s)||a||o)return e(n,a,o,t)};return t.addEventListener(\"wheel\",a),a}},{\"to-px\":314}],245:[function(t,e,r){(function(t,r){(function(){\n",
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        " * @license MIT\n",
        " * @preserve Project Home: https://github.com/voidqk/polybooljs\n",
        " */\n",
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n=r(e[0]),i=1;i<e.length;i++)n=t.selectDifference(t.combine(n,r(e[i])));return n}if(\"Polygon\"===e.type)return t.polygon(r(e.coordinates));if(\"MultiPolygon\"===e.type){for(var n=t.segments({inverted:!1,regions:[]}),i=0;i<e.coordinates.length;i++)n=t.selectUnion(t.combine(n,r(e.coordinates[i])));return t.polygon(n)}throw new Error(\"PolyBool: Cannot convert GeoJSON object to PolyBool polygon\")},fromPolygon:function(t,e,r){function n(t,r){return e.pointInsideRegion([.5*(t[0][0]+t[1][0]),.5*(t[0][1]+t[1][1])],r)}function i(t){return{region:t,children:[]}}r=t.polygon(t.segments(r));var a=i(null);function o(t,e){for(var r=0;r<t.children.length;r++){if(n(e,(s=t.children[r]).region))return void o(s,e)}var a=i(e);for(r=0;r<t.children.length;r++){var s;n((s=t.children[r]).region,e)&&(a.children.push(s),t.children.splice(r,1),r--)}t.children.push(a)}for(var s=0;s<r.regions.length;s++){var l=r.regions[s];l.length<3||o(a,l)}function c(t,e){for(var r=0,n=t[t.length-1][0],i=t[t.length-1][1],a=[],o=0;o<t.length;o++){var s=t[o][0],l=t[o][1];a.push([s,l]),r+=l*n-s*i,n=s,i=l}return r<0!==e&&a.reverse(),a.push([a[0][0],a[0][1]]),a}var u=[];function f(t){var e=[c(t.region,!1)];u.push(e);for(var r=0;r<t.children.length;r++)e.push(h(t.children[r]))}function h(t){for(var e=0;e<t.children.length;e++)f(t.children[e]);return c(t.region,!0)}for(s=0;s<a.children.length;s++)f(a.children[s]);return u.length<=0?{type:\"Polygon\",coordinates:[]}:1==u.length?{type:\"Polygon\",coordinates:u[0]}:{type:\"MultiPolygon\",coordinates:u}}};e.exports=n},{}],258:[function(t,e,r){var n=t(\"./linked-list\");e.exports=function(t,e,r){function i(t,e,n){return{id:r?r.segmentId():-1,start:t,end:e,myFill:{above:n.myFill.above,below:n.myFill.below},otherFill:null}}var a=n.create();function o(t,r){a.insertBefore(t,(function(n){return function(t,r,n,i,a,o){var s=e.pointsCompare(r,a);return 0!==s?s:e.pointsSame(n,o)?0:t!==i?t?1:-1:e.pointAboveOrOnLine(n,i?a:o,i?o:a)?1:-1}(t.isStart,t.pt,r,n.isStart,n.pt,n.other.pt)<0}))}function s(t,e){var r=function(t,e){var r=n.node({isStart:!0,pt:t.start,seg:t,primary:e,other:null,status:null});return o(r,t.end),r}(t,e);return function(t,e,r){var i=n.node({isStart:!1,pt:e.end,seg:e,primary:r,other:t,status:null});t.other=i,o(i,t.pt)}(r,t,e),r}function l(t,e){var n=i(e,t.seg.end,t.seg);return function(t,e){r&&r.segmentChop(t.seg,e),t.other.remove(),t.seg.end=e,t.other.pt=e,o(t.other,t.pt)}(t,e),s(n,t.primary)}function c(i,o){var s=n.create();function c(t){return s.findTransition((function(r){var n,i,a,o,s,l;return(n=t,i=r.ev,a=n.seg.start,o=n.seg.end,s=i.seg.start,l=i.seg.end,e.pointsCollinear(a,s,l)?e.pointsCollinear(o,s,l)||e.pointAboveOrOnLine(o,s,l)?1:-1:e.pointAboveOrOnLine(a,s,l)?1:-1)>0}))}function u(t,n){var i=t.seg,a=n.seg,o=i.start,s=i.end,c=a.start,u=a.end;r&&r.checkIntersection(i,a);var f=e.linesIntersect(o,s,c,u);if(!1===f){if(!e.pointsCollinear(o,s,c))return!1;if(e.pointsSame(o,u)||e.pointsSame(s,c))return!1;var h=e.pointsSame(o,c),p=e.pointsSame(s,u);if(h&&p)return n;var d=!h&&e.pointBetween(o,c,u),g=!p&&e.pointBetween(s,c,u);if(h)return g?l(n,s):l(t,u),n;d&&(p||(g?l(n,s):l(t,u)),l(n,o))}else 0===f.alongA&&(-1===f.alongB?l(t,c):0===f.alongB?l(t,f.pt):1===f.alongB&&l(t,u)),0===f.alongB&&(-1===f.alongA?l(n,o):0===f.alongA?l(n,f.pt):1===f.alongA&&l(n,s));return!1}for(var f=[];!a.isEmpty();){var h=a.getHead();if(r&&r.vert(h.pt[0]),h.isStart){r&&r.segmentNew(h.seg,h.primary);var p=c(h),d=p.before?p.before.ev:null,g=p.after?p.after.ev:null;function m(){if(d){var t=u(h,d);if(t)return t}return!!g&&u(h,g)}r&&r.tempStatus(h.seg,!!d&&d.seg,!!g&&g.seg);var v,y=m();if(y){var x;if(t)(x=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below)&&(y.seg.myFill.above=!y.seg.myFill.above);else y.seg.otherFill=h.seg.myFill;r&&r.segmentUpdate(y.seg),h.other.remove(),h.remove()}if(a.getHead()!==h){r&&r.rewind(h.seg);continue}if(t)x=null===h.seg.myFill.below||h.seg.myFill.above!==h.seg.myFill.below,h.seg.myFill.below=g?g.seg.myFill.above:i,h.seg.myFill.above=x?!h.seg.myFill.below:h.seg.myFill.below;else if(null===h.seg.otherFill)v=g?h.primary===g.primary?g.seg.otherFill.above:g.seg.myFill.above:h.primary?o:i,h.seg.otherFill={above:v,below:v};r&&r.status(h.seg,!!d&&d.seg,!!g&&g.seg),h.other.status=p.insert(n.node({ev:h}))}else{var b=h.status;if(null===b)throw new Error(\"PolyBool: Zero-length segment detected; your epsilon is probably too small or too large\");if(s.exists(b.prev)&&s.exists(b.next)&&u(b.prev.ev,b.next.ev),r&&r.statusRemove(b.ev.seg),b.remove(),!h.primary){var _=h.seg.myFill;h.seg.myFill=h.seg.otherFill,h.seg.otherFill=_}f.push(h.seg)}a.getHead().remove()}return r&&r.done(),f}return t?{addRegion:function(t){for(var n,i,a,o=t[t.length-1],l=0;l<t.length;l++){n=o,o=t[l];var c=e.pointsCompare(n,o);0!==c&&s((i=c<0?n:o,a=c<0?o:n,{id:r?r.segmentId():-1,start:i,end:a,myFill:{above:null,below:null},otherFill:null}),!0)}},calculate:function(t){return c(t,!1)}}:{calculate:function(t,e,r,n){return t.forEach((function(t){s(i(t.start,t.end,t),!0)})),r.forEach((function(t){s(i(t.start,t.end,t),!1)})),c(e,n)}}}},{\"./linked-list\":259}],259:[function(t,e,r){e.exports={create:function(){var t={root:{root:!0,next:null},exists:function(e){return null!==e&&e!==t.root},isEmpty:function(){return null===t.root.next},getHead:function(){return t.root.next},insertBefore:function(e,r){for(var n=t.root,i=t.root.next;null!==i;){if(r(i))return e.prev=i.prev,e.next=i,i.prev.next=e,void(i.prev=e);n=i,i=i.next}n.next=e,e.prev=n,e.next=null},findTransition:function(e){for(var r=t.root,n=t.root.next;null!==n&&!e(n);)r=n,n=n.next;return{before:r===t.root?null:r,after:n,insert:function(t){return t.prev=r,t.next=n,r.next=t,null!==n&&(n.prev=t),t}}}};return t},node:function(t){return t.prev=null,t.next=null,t.remove=function(){t.prev.next=t.next,t.next&&(t.next.prev=t.prev),t.prev=null,t.next=null},t}}},{}],260:[function(t,e,r){e.exports=function(t,e,r){var n=[],i=[];return t.forEach((function(t){var a=t.start,o=t.end;if(e.pointsSame(a,o))console.warn(\"PolyBool: Warning: Zero-length segment detected; your epsilon is probably too small or too large\");else{r&&r.chainStart(t);for(var s={index:0,matches_head:!1,matches_pt1:!1},l={index:0,matches_head:!1,matches_pt1:!1},c=s,u=0;u<n.length;u++){var f=(m=n[u])[0],h=(m[1],m[m.length-1]);m[m.length-2];if(e.pointsSame(f,a)){if(k(u,!0,!0))break}else if(e.pointsSame(f,o)){if(k(u,!0,!1))break}else if(e.pointsSame(h,a)){if(k(u,!1,!0))break}else if(e.pointsSame(h,o)&&k(u,!1,!1))break}if(c===s)return n.push([a,o]),void(r&&r.chainNew(a,o));if(c===l){r&&r.chainMatch(s.index);var p=s.index,d=s.matches_pt1?o:a,g=s.matches_head,m=n[p],v=g?m[0]:m[m.length-1],y=g?m[1]:m[m.length-2],x=g?m[m.length-1]:m[0],b=g?m[m.length-2]:m[1];return e.pointsCollinear(y,v,d)&&(g?(r&&r.chainRemoveHead(s.index,d),m.shift()):(r&&r.chainRemoveTail(s.index,d),m.pop()),v=y),e.pointsSame(x,d)?(n.splice(p,1),e.pointsCollinear(b,x,v)&&(g?(r&&r.chainRemoveTail(s.index,v),m.pop()):(r&&r.chainRemoveHead(s.index,v),m.shift())),r&&r.chainClose(s.index),void i.push(m)):void(g?(r&&r.chainAddHead(s.index,d),m.unshift(d)):(r&&r.chainAddTail(s.index,d),m.push(d)))}var _=s.index,w=l.index;r&&r.chainConnect(_,w);var T=n[_].length<n[w].length;s.matches_head?l.matches_head?T?(A(_),M(_,w)):(A(w),M(w,_)):M(w,_):l.matches_head?M(_,w):T?(A(_),M(w,_)):(A(w),M(_,w))}function k(t,e,r){return c.index=t,c.matches_head=e,c.matches_pt1=r,c===s?(c=l,!1):(c=null,!0)}function A(t){r&&r.chainReverse(t),n[t].reverse()}function M(t,i){var a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],c=o[0],u=o[1];e.pointsCollinear(l,s,c)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,c,u)&&(r&&r.chainRemoveHead(i,c),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},{}],261:[function(t,e,r){function n(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var i={union:function(t,e){return n(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],e)},intersect:function(t,e){return n(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],e)},difference:function(t,e){return n(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],e)},differenceRev:function(t,e){return n(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],e)},xor:function(t,e){return n(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],e)}};e.exports=i},{}],262:[function(t,e,r){\"use strict\";var n=t(\"stream\").Transform,i=t(\"stream-parser\");function a(){n.call(this,{readableObjectMode:!0})}function o(t,e,r){Error.call(this),Error.captureStackTrace?Error.captureStackTrace(this,this.constructor):this.stack=(new Error).stack||\"\",this.name=this.constructor.name,this.message=t,e&&(this.code=e),r&&(this.statusCode=r)}a.prototype=Object.create(n.prototype),a.prototype.constructor=a,i(a.prototype),r.ParserStream=a,r.sliceEq=function(t,e,r){for(var n=e,i=0;i<r.length;)if(t[n++]!==r[i++])return!1;return!0},r.str2arr=function(t,e){var r=[],n=0;if(e&&\"hex\"===e)for(;n<t.length;)r.push(parseInt(t.slice(n,n+2),16)),n+=2;else for(;n<t.length;n++)r.push(255&t.charCodeAt(n));return r},r.readUInt16LE=function(t,e){return t[e]|t[e+1]<<8},r.readUInt16BE=function(t,e){return t[e+1]|t[e]<<8},r.readUInt32LE=function(t,e){return t[e]|t[e+1]<<8|t[e+2]<<16|16777216*t[e+3]},r.readUInt32BE=function(t,e){return t[e+3]|t[e+2]<<8|t[e+1]<<16|16777216*t[e]},o.prototype=Object.create(Error.prototype),o.prototype.constructor=o,r.ProbeError=o},{stream:285,\"stream-parser\":301}],263:[function(t,e,r){\"use strict\";function n(t,e){var r=new Error(t);return r.code=e,r}function i(t){try{return decodeURIComponent(escape(t))}catch(e){return t}}function a(t,e,r){this.input=t.subarray(e,r),this.start=e;var i=String.fromCharCode.apply(null,this.input.subarray(0,4));if(\"II*\\0\"!==i&&\"MM\\0*\"!==i)throw n(\"invalid TIFF signature\",\"EBADDATA\");this.big_endian=\"M\"===i[0]}a.prototype.each=function(t){this.aborted=!1;var e=this.read_uint32(4);for(this.ifds_to_read=[{id:0,offset:e}];this.ifds_to_read.length>0&&!this.aborted;){var r=this.ifds_to_read.shift();r.offset&&this.scan_ifd(r.id,r.offset,t)}},a.prototype.read_uint16=function(t){var e=this.input;if(t+2>e.length)throw n(\"unexpected EOF\",\"EBADDATA\");return this.big_endian?256*e[t]+e[t+1]:e[t]+256*e[t+1]},a.prototype.read_uint32=function(t){var e=this.input;if(t+4>e.length)throw n(\"unexpected EOF\",\"EBADDATA\");return this.big_endian?16777216*e[t]+65536*e[t+1]+256*e[t+2]+e[t+3]:e[t]+256*e[t+1]+65536*e[t+2]+16777216*e[t+3]},a.prototype.is_subifd_link=function(t,e){return 0===t&&34665===e||0===t&&34853===e||34665===t&&40965===e},a.prototype.exif_format_length=function(t){switch(t){case 1:case 2:case 6:case 7:return 1;case 3:case 8:return 2;case 4:case 9:case 11:return 4;case 5:case 10:case 12:return 8;default:return 0}},a.prototype.exif_format_read=function(t,e){var r;switch(t){case 1:case 2:return r=this.input[e];case 6:return(r=this.input[e])|33554430*(128&r);case 3:return r=this.read_uint16(e);case 8:return(r=this.read_uint16(e))|131070*(32768&r);case 4:return r=this.read_uint32(e);case 9:return 0|(r=this.read_uint32(e));case 5:case 10:case 11:case 12:case 7:default:return null}},a.prototype.scan_ifd=function(t,e,r){var a=this.read_uint16(e);e+=2;for(var o=0;o<a;o++){var s=this.read_uint16(e),l=this.read_uint16(e+2),c=this.read_uint32(e+4),u=this.exif_format_length(l),f=c*u,h=f<=4?e+8:this.read_uint32(e+8),p=!1;if(h+f>this.input.length)throw n(\"unexpected EOF\",\"EBADDATA\");for(var d=[],g=h,m=0;m<c;m++,g+=u){var v=this.exif_format_read(l,g);if(null===v){d=null;break}d.push(v)}if(Array.isArray(d)&&2===l&&(d=i(String.fromCharCode.apply(null,d)))&&\"\\0\"===d[d.length-1]&&(d=d.slice(0,-1)),this.is_subifd_link(t,s)&&Array.isArray(d)&&Number.isInteger(d[0])&&d[0]>0&&(this.ifds_to_read.push({id:s,offset:d[0]}),p=!0),!1===r({is_big_endian:this.big_endian,ifd:t,tag:s,format:l,count:c,entry_offset:e+this.start,data_length:f,data_offset:h+this.start,value:d,is_subifd_link:p}))return void(this.aborted=!0);e+=12}0===t&&this.ifds_to_read.push({id:1,offset:this.read_uint32(e)})},e.exports.ExifParser=a,e.exports.get_orientation=function(t){var e=0;try{return new a(t,0,t.length).each((function(t){if(0===t.ifd&&274===t.tag&&Array.isArray(t.value))return e=t.value[0],!1})),e}catch(t){return-1}}},{}],264:[function(t,e,r){\"use strict\";var n=t(\"./common\").readUInt16BE,i=t(\"./common\").readUInt32BE;function a(t,e){if(t.length<4+e)return null;var r=i(t,e);return t.length<r+e||r<8?null:{boxtype:String.fromCharCode.apply(null,t.slice(e+4,e+8)),data:t.slice(e+8,e+r),end:e+r}}function o(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;switch(n.boxtype){case\"ispe\":e.sizes.push({width:i(n.data,4),height:i(n.data,8)});break;case\"irot\":e.transforms.push({type:\"irot\",value:3&n.data[0]});break;case\"imir\":e.transforms.push({type:\"imir\",value:1&n.data[0]})}r=n.end}}function s(t,e,r){for(var n=0,i=0;i<r;i++)n=256*n+(t[e+i]||0);return n}function l(t,e){for(var r=t[4]>>4&15,i=15&t[4],a=t[5]>>4&15,o=n(t,6),l=8,c=0;c<o;c++){var u=n(t,l),f=n(t,l+=2),h=s(t,l+=2,a),p=n(t,l+=a);if(l+=2,0===f&&1===p){var d=s(t,l,r),g=s(t,l+r,i);e.item_loc[u]={length:g,offset:d+h}}l+=p*(r+i)}}function c(t,e){for(var r=n(t,4),i=6,o=0;o<r;o++){var s=a(t,i);if(!s)break;if(\"infe\"===s.boxtype){for(var l=n(s.data,4),c=\"\",u=8;u<s.data.length&&s.data[u];u++)c+=String.fromCharCode(s.data[u]);e.item_inf[c]=l}i=s.end}}function u(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;\"ipco\"===n.boxtype&&o(n.data,e),r=n.end}}e.exports.unbox=a,e.exports.readSizeFromMeta=function(t){var e={sizes:[],transforms:[],item_inf:{},item_loc:{}};if(function(t,e){for(var r=4;;){var n=a(t,r);if(!n)break;\"iprp\"===n.boxtype&&u(n.data,e),\"iloc\"===n.boxtype&&l(n.data,e),\"iinf\"===n.boxtype&&c(n.data,e),r=n.end}}(t,e),e.sizes.length){var r,n,i,o=(r=e.sizes,n=r.reduce((function(t,e){return t.width>e.width||t.width===e.width&&t.height>e.height?t:e})),i=r.reduce((function(t,e){return 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n=8;n<t.length;n+=4)r[String.fromCharCode.apply(null,t.slice(n,n+4))]=!0;if(r.mif1||r.msf1||r.miaf)return\"avif\"===e||\"avis\"===e||\"avio\"===e?{type:\"avif\",mime:\"image/avif\"}:\"heic\"===e||\"heix\"===e?{type:\"heic\",mime:\"image/heic\"}:\"hevc\"===e||\"hevx\"===e?{type:\"heic\",mime:\"image/heic-sequence\"}:r.avif||r.avis?{type:\"avif\",mime:\"image/avif\"}:r.heic||r.heix||r.hevc||r.hevx||r.heis?r.msf1?{type:\"heif\",mime:\"image/heif-sequence\"}:{type:\"heif\",mime:\"image/heif\"}:{type:\"avif\",mime:\"image/avif\"}}},{\"./common\":262}],265:[function(t,e,r){\"use strict\";var n=t(\"../common\").str2arr,i=t(\"../common\").sliceEq,a=t(\"../common\").readUInt32BE,o=t(\"../miaf_utils\"),s=t(\"../exif_utils\"),l=n(\"ftyp\");e.exports=function(t){if(i(t,4,l)){var e=o.unbox(t,0);if(e){var r=o.getMimeType(e.data);if(r){for(var n,c=e.end;;){var u=o.unbox(t,c);if(!u)break;if(c=u.end,\"mdat\"===u.boxtype)return;if(\"meta\"===u.boxtype){n=u.data;break}}if(n){var 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n=t(\"../common\").str2arr,i=t(\"../common\").sliceEq,a=t(\"../common\").readUInt16LE,o=n(\"GIF87a\"),s=n(\"GIF89a\");e.exports=function(t){if(!(t.length<10)&&(i(t,0,o)||i(t,0,s)))return{width:a(t,6),height:a(t,8),type:\"gif\",mime:\"image/gif\",wUnits:\"px\",hUnits:\"px\"}}},{\"../common\":262}],268:[function(t,e,r){\"use strict\";var n=t(\"../common\").readUInt16LE;e.exports=function(t){var e=n(t,0),r=n(t,2),i=n(t,4);if(0===e&&1===r&&i){for(var a=[],o={width:0,height:0},s=0;s<i;s++){var l=t[6+16*s]||256,c=t[6+16*s+1]||256,u={width:l,height:c};a.push(u),(l>o.width||c>o.height)&&(o=u)}return{width:o.width,height:o.height,variants:a,type:\"ico\",mime:\"image/x-icon\",wUnits:\"px\",hUnits:\"px\"}}}},{\"../common\":262}],269:[function(t,e,r){\"use strict\";var n=t(\"../common\").readUInt16BE,i=t(\"../common\").str2arr,a=t(\"../common\").sliceEq,o=t(\"../exif_utils\"),s=i(\"Exif\\0\\0\");e.exports=function(t){if(!(t.length<2)&&255===t[0]&&216===t[1]&&255===t[2])for(var e=2;;){for(;;){if(t.length-e<2)return;if(255===t[e++])break}for(var r,i,l=t[e++];255===l;)l=t[e++];if(208<=l&&l<=217||1===l)r=0;else{if(!(192<=l&&l<=254))return;if(t.length-e<2)return;r=n(t,e)-2,e+=2}if(217===l||218===l)return;if(225===l&&r>=10&&a(t,e,s)&&(i=o.get_orientation(t.slice(e+6,e+r))),r>=5&&192<=l&&l<=207&&196!==l&&200!==l&&204!==l){if(t.length-e<r)return;var c={width:n(t,e+3),height:n(t,e+1),type:\"jpg\",mime:\"image/jpeg\",wUnits:\"px\",hUnits:\"px\"};return i>0&&(c.orientation=i),c}e+=r}}},{\"../common\":262,\"../exif_utils\":263}],270:[function(t,e,r){\"use strict\";var n=t(\"../common\").str2arr,i=t(\"../common\").sliceEq,a=t(\"../common\").readUInt32BE,o=n(\"\\x89PNG\\r\\n\\x1a\\n\"),s=n(\"IHDR\");e.exports=function(t){if(!(t.length<24)&&i(t,0,o)&&i(t,12,s))return{width:a(t,16),height:a(t,20),type:\"png\",mime:\"image/png\",wUnits:\"px\",hUnits:\"px\"}}},{\"../common\":262}],271:[function(t,e,r){\"use strict\";var n=t(\"../common\").str2arr,i=t(\"../common\").sliceEq,a=t(\"../common\").readUInt32BE,o=n(\"8BPS\\0\\x01\");e.exports=function(t){if(!(t.length<22)&&i(t,0,o))return{width:a(t,18),height:a(t,14),type:\"psd\",mime:\"image/vnd.adobe.photoshop\",wUnits:\"px\",hUnits:\"px\"}}},{\"../common\":262}],272:[function(t,e,r){\"use strict\";function n(t){return\"number\"==typeof t&&isFinite(t)&&t>0}var i=/<[-_.:a-zA-Z0-9][^>]*>/,a=/^<([-_.:a-zA-Z0-9]+:)?svg\\s/,o=/[^-]\\bwidth=\"([^%]+?)\"|[^-]\\bwidth='([^%]+?)'/,s=/\\bheight=\"([^%]+?)\"|\\bheight='([^%]+?)'/,l=/\\bview[bB]ox=\"(.+?)\"|\\bview[bB]ox='(.+?)'/,c=/in$|mm$|cm$|pt$|pc$|px$|em$|ex$/;function u(t){return c.test(t)?t.match(c)[0]:\"px\"}e.exports=function(t){if(function(t){var e,r=0,n=t.length;for(239===t[0]&&187===t[1]&&191===t[2]&&(r=3);r<n&&(32===(e=t[r])||9===e||13===e||10===e);)r++;return r!==n&&60===t[r]}(t)){for(var e=\"\",r=0;r<t.length;r++)e+=String.fromCharCode(t[r]);var c=(e.match(i)||[\"\"])[0];if(a.test(c)){var 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e=Object.keys(n),r=0;r<e.length;r++){var i=n[e[r]](t);if(i)return i}return null}(t)},e.exports.parsers=n},{\"./lib/parsers_sync\":275}],277:[function(t,e,r){var n,i,a=e.exports={};function o(){throw new Error(\"setTimeout has not been defined\")}function s(){throw new Error(\"clearTimeout has not been defined\")}function l(t){if(n===setTimeout)return setTimeout(t,0);if((n===o||!n)&&setTimeout)return n=setTimeout,setTimeout(t,0);try{return n(t,0)}catch(e){try{return n.call(null,t,0)}catch(e){return n.call(this,t,0)}}}!function(){try{n=\"function\"==typeof setTimeout?setTimeout:o}catch(t){n=o}try{i=\"function\"==typeof clearTimeout?clearTimeout:s}catch(t){i=s}}();var c,u=[],f=!1,h=-1;function p(){f&&c&&(f=!1,c.length?u=c.concat(u):h=-1,u.length&&d())}function d(){if(!f){var t=l(p);f=!0;for(var e=u.length;e;){for(c=u,u=[];++h<e;)c&&c[h].run();h=-1,e=u.length}c=null,f=!1,function(t){if(i===clearTimeout)return clearTimeout(t);if((i===s||!i)&&clearTimeout)return 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t&&(t=x[t]),null!=t&&t&&t.count&&t.color&&t.opacity&&t.positions&&t.positions.length>1&&(t.scaleRatio=[t.scale[0]*t.viewport.width,t.scale[1]*t.viewport.height],r(t),t.after&&t.after(t))}function T(t){if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var e=0,r=0;if(b.groups=x=t.map((function(t,c){var u=x[c];return t?(\"function\"==typeof t?t={after:t}:\"number\"==typeof t[0]&&(t={positions:t}),t=o(t,{color:\"color colors fill\",capSize:\"capSize cap capsize cap-size\",lineWidth:\"lineWidth line-width width line thickness\",opacity:\"opacity alpha\",range:\"range dataBox\",viewport:\"viewport viewBox\",errors:\"errors error\",positions:\"positions position data points\"}),u||(x[c]=u={id:c,scale:null,translate:null,scaleFract:null,translateFract:null,draw:!0},t=s({},y,t)),a(u,t,[{lineWidth:function(t){return.5*+t},capSize:function(t){return.5*+t},opacity:parseFloat,errors:function(t){return t=l(t),r+=t.length,t},positions:function(t,r){return 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h=[[1,0,0,1,0,0],[1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,-1,0,0],[-1,0,0,1,0,0],[1,0,0,1,0,0],[1,0,-1,0,0,1],[1,0,-1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,-1],[1,0,1,0,0,1],[1,0,-1,0,0,1],[-1,0,-1,0,0,1],[-1,0,-1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,-1],[-1,0,1,0,0,1],[-1,0,-1,0,0,1],[0,1,1,0,0,0],[0,1,-1,0,0,0],[0,-1,-1,0,0,0],[0,-1,-1,0,0,0],[0,1,1,0,0,0],[0,-1,1,0,0,0],[0,1,0,-1,1,0],[0,1,0,-1,-1,0],[0,1,0,1,-1,0],[0,1,0,1,1,0],[0,1,0,-1,1,0],[0,1,0,1,-1,0],[0,-1,0,-1,1,0],[0,-1,0,-1,-1,0],[0,-1,0,1,-1,0],[0,-1,0,1,1,0],[0,-1,0,-1,1,0],[0,-1,0,1,-1,0]]},{\"array-bounds\":71,\"color-normalize\":89,\"flatten-vertex-data\":191,\"object-assign\":247,\"pick-by-alias\":253,\"to-float32\":313,\"update-diff\":329}],280:[function(t,e,r){\"use strict\";var n=t(\"color-normalize\"),i=t(\"array-bounds\"),a=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),f=t(\"to-float32\"),h=f.float32,p=f.fract32,d=t(\"es6-weak-map\"),g=t(\"parse-rect\"),m=t(\"array-find-index\");function v(t,e){if(!(this instanceof v))return new v(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=v.shaders.has(t)?v.shaders.get(t):v.shaders.set(t,v.createShaders(t)).get(t),this.update(e)}e.exports=v,v.dashMult=2,v.maxPatternLength=256,v.precisionThreshold=3e6,v.maxPoints=1e4,v.maxLines=2048,v.shaders=new d,v.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashTexture:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashLength:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=i}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:i,miter:e}},v.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},v.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},v.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>v.precisionThreshold||e.scale[1]*e.viewport.height>v.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=v.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},v.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin 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Uint8Array})},t=a({},v.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,f<v.maxLines&&(d.depth=2*(v.maxLines-1-f%v.maxLines)/v.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=g(t.viewport)),d.viewport||(d.viewport=g([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var y,x;if(t.positions.x&&t.positions.y){var b=t.positions.x,_=t.positions.y;x=d.count=Math.max(b.length,_.length),y=new Float64Array(2*x);for(var w=0;w<x;w++)y[2*w]=b[w],y[2*w+1]=_[w]}else y=l(t.positions,\"float64\"),x=d.count=Math.floor(y.length/2);var T=d.bounds=i(y,2);if(d.fill){for(var k=[],A={},M=0,S=0,E=0,L=d.count;S<L;S++){var C=y[2*S],P=y[2*S+1];isNaN(C)||isNaN(P)||null==C||null==P?(C=y[2*M],P=y[2*M+1],A[S]=M):M=S,k[E++]=C,k[E++]=P}if(t.splitNull){d.count-1 in A||(A[d.count]=d.count-1);var I=Object.keys(A).map(Number).sort((function(t,e){return t-e})),O=[],z=0,D=null!=d.hole?d.hole[0]:null;if(null!=D){var R=m(I,(function(t){return t>=D}));(I=I.slice(0,R)).push(D)}for(var F=function(t){var e=k.slice(2*z,2*I[t]).concat(D?k.slice(2*D):[]),r=(d.hole||[]).map((function(e){return e-D+(I[t]-z)})),n=c(e,r);n=n.map((function(e){return e+z+(e+z<I[t]?0:D-I[t])})),O.push.apply(O,n),z=I[t]+1},B=0;B<I.length;B++)F(B);for(var N=0,j=O.length;N<j;N++)null!=A[O[N]]&&(O[N]=A[O[N]]);d.triangles=O}else{for(var U=c(k,d.hole||[]),V=0,H=U.length;V<H;V++)null!=A[U[V]]&&(U[V]=A[U[V]]);d.triangles=U}}var q=new Float64Array(y);u(q,2,T);var G=new Float64Array(2*x+6);d.close?y[0]===y[2*x-2]&&y[1]===y[2*x-1]?(G[0]=q[2*x-4],G[1]=q[2*x-3]):(G[0]=q[2*x-2],G[1]=q[2*x-1]):(G[0]=q[0],G[1]=q[1]),G.set(q,2),d.close?y[0]===y[2*x-2]&&y[1]===y[2*x-1]?(G[2*x+2]=q[2],G[2*x+3]=q[3],d.count-=1):(G[2*x+2]=q[0],G[2*x+3]=q[1],G[2*x+4]=q[2],G[2*x+5]=q[3]):(G[2*x+2]=q[2*x-2],G[2*x+3]=q[2*x-1],G[2*x+4]=q[2*x-2],G[2*x+5]=q[2*x-1]);var Y=h(G);d.positionBuffer(Y);var W=p(G,Y);d.positionFractBuffer(W)}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var X=d.bounds,Z=X[2]-X[0],J=X[3]-X[1],K=d.range[2]-d.range[0],Q=d.range[3]-d.range[1];d.scale=[Z/K,J/Q],d.translate=[-d.range[0]/K+X[0]/K||0,-d.range[1]/Q+X[1]/Q||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var $,tt=0;if(!t.dashes||t.dashes.length<2)tt=1,$=new Uint8Array([255,255,255,255,255,255,255,255]);else{tt=0;for(var et=0;et<t.dashes.length;++et)tt+=t.dashes[et];$=new Uint8Array(tt*v.dashMult);for(var rt=0,nt=255,it=0;it<2;it++)for(var at=0;at<t.dashes.length;++at){for(var ot=0,st=t.dashes[at]*v.dashMult*.5;ot<st;++ot)$[rt++]=nt;nt^=255}}d.dashLength=tt,d.dashTexture({channels:1,data:$,width:$.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var lt=d.count,ct=t.color;ct||(ct=\"transparent\");var ut=new Uint8Array(4*lt+4);if(Array.isArray(ct)&&\"number\"!=typeof ct[0]){for(var ft=0;ft<lt;ft++){var ht=n(ct[ft],\"uint8\");ut.set(ht,4*ft)}ut.set(n(ct[0],\"uint8\"),4*lt)}else for(var pt=n(ct,\"uint8\"),dt=0;dt<lt+1;dt++)ut.set(pt,4*dt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:ut})}}else e.passes[f]=null})),t.length<this.passes.length){for(var f=t.length;f<this.passes.length;f++){var d=this.passes[f];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var y=[],x=0;x<this.passes.length;x++)null!==this.passes[x]&&y.push(this.passes[x]);return this.passes=y,this}},v.prototype.destroy=function(){return 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o={uniforms:{constPointSize:!!e.constPointSize,opacity:t.prop(\"opacity\"),paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},pixelRatio:t.context(\"pixelRatio\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),markerTexture:t.prop(\"markerTexture\"),paletteTexture:n},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return 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mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pointSizeScale;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=f({},o);l.frag=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nuniform float opacity;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),m&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}b.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var a=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&a.push.apply(a,i(this.getMarkerDrawOptions(o,n,e)));a.length&&this.drawMarker(a)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!a)return r?[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),g=0;g<r.length;g++){var m=r[g];d[m]=p?p[m]:1}l.subdata(d)}for(var v=h.length;v--;){var y=n(h[v],2),x=y[0],b=y[1];u.push(f({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,h=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(i[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=f({},b.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,x=0;if(d(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=b.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=b.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=b.defaults.color),e=t.updateColor(e),x++,e},borderColor:function(e,r){return null==e&&(e=b.defaults.borderColor),e=t.updateColor(e),x++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,i=e.positionBuffer,a=e.positionFractBuffer,s=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=g(t,\"float64\");var c=e.count=Math.floor(t.length/2),f=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=f),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:f}):n&&n.length&&(e.tree=n),e.tree){var h={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(h):e.elements=o.elements(h)}var p=v.float32(t);return i({data:p,usage:\"dynamic\"}),a({data:v.fract32(t,p),usage:\"dynamic\"}),s({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var i=r.activation;if(i.forEach((function(t){return t&&t.destroy&&t.destroy()})),i.length=0,e&&\"number\"!=typeof e[0]){for(var a=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);a[c]||(a[c]=new Uint8Array(r.count)),a[c][s]=1}for(var u=0;u<a.length;u++)if(a[u]){var f={data:a[u],type:\"uint8\",usage:\"static\"};i[u]?i[u](f):i[u]=o.buffer(f),i[u].data=a[u]}}else{i[t.addMarker(e)]=!0}return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=v.fract(e.scale),e.translateFract=v.fract(e.translate),t},viewport:function(t){return y(t||[a.drawingBufferWidth,a.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,A=_.sizeBuffer,M=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)M[2*S]=Math.round(255*(null==T[S]?T:T[S])/s),M[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/s);A({data:M,usage:\"dynamic\"})}if(x){var E,L=n,C=L.count,P=L.color,I=L.borderColor,O=L.colorBuffer;if(t.tooManyColors){if(P.length||I.length){E=new Uint8Array(8*C);for(var z=0;z<C;z++){var D=P[z];E[8*z]=h[4*D],E[8*z+1]=h[4*D+1],E[8*z+2]=h[4*D+2],E[8*z+3]=h[4*D+3];var R=I[z];E[8*z+4]=h[4*R],E[8*z+5]=h[4*R+1],E[8*z+6]=h[4*R+2],E[8*z+7]=h[4*R+3]}}}else if(P.length||I.length){E=new Uint8Array(4*C+2);for(var F=0;F<C;F++)null!=P[F]&&(E[4*F]=P[F]%c,E[4*F+1]=Math.floor(P[F]/c)),null!=I[F]&&(E[4*F+2]=I[F]%c,E[4*F+3]=Math.floor(I[F]/c))}O({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,i=this.markerCache,a=null==t?0:i.indexOf(t);if(a>=0)return a;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return a=r.length,i.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),a},b.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var i=[];if(\"number\"==typeof t[0]){var a=[];if(Array.isArray(t))for(var o=0;o<t.length;o+=4)a.push(t.slice(o,o+4));else for(var l=0;l<t.length;l+=4)a.push(t.subarray(l,l+4));t=a}for(var u=0;u<t.length;u++){var f=t[u];f=s(f,\"uint8\");var h=c(f,!1);if(null==e[h]){var p=r.length;e[h]=Math.floor(p/4),r[p]=f[0],r[p+1]=f[1],r[p+2]=f[2],r[p+3]=f[3]}i[u]=e[h]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===i.length?i[0]:i},b.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var i=.25*(t=t.slice()).length%e;i<n*e;i++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return this.groups.forEach((function(t){t.sizeBuffer.destroy(),t.positionBuffer.destroy(),t.positionFractBuffer.destroy(),t.colorBuffer.destroy(),t.activation.forEach((function(t){return t&&t.destroy&&t.destroy()})),t.selectionBuffer.destroy(),t.elements&&t.elements.destroy()})),this.groups.length=0,this.paletteTexture.destroy(),this.markerTextures.forEach((function(t){return t&&t.destroy&&t.destroy()})),this};var _=t(\"object-assign\");e.exports=function(t,e){var r=new x(t,e),n=r.render.bind(r);return _(n,{render:n,update:r.update.bind(r),draw:r.draw.bind(r),destroy:r.destroy.bind(r),regl:r.regl,gl:r.gl,canvas:r.gl.canvas,groups:r.groups,markers:r.markerCache,palette:r.palette}),n}},{\"@plotly/point-cluster\":59,\"array-bounds\":71,\"color-id\":87,\"color-normalize\":89,\"flatten-vertex-data\":191,glslify:227,\"is-iexplorer\":233,\"object-assign\":247,\"parse-rect\":249,\"pick-by-alias\":253,\"to-float32\":313,\"update-diff\":329}],282:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),i=t(\"pick-by-alias\"),a=t(\"array-bounds\"),o=t(\"raf\"),s=t(\"array-range\"),l=t(\"parse-rect\"),c=t(\"flatten-vertex-data\");function u(t,e){if(!(this instanceof u))return new u(t,e);this.traces=[],this.passes={},this.regl=t,this.scatter=n(t),this.canvas=this.scatter.canvas}function f(t,e,r){return(null!=t.id?t.id:t)<<16|(255&e)<<8|255&r}function h(t,e,r){var n,i,a,o,s=t[e],l=t[r];return s.length>2?(s[0],s[2],n=s[1],i=s[3]):s.length?(n=s[0],i=s[1]):(s.x,n=s.y,s.x+s.width,i=s.y+s.height),l.length>2?(a=l[0],o=l[2],l[1],l[3]):l.length?(a=l[0],o=l[1]):(a=l.x,l.y,o=l.x+l.width,l.y+l.height),[a,n,o,i]}function p(t){if(\"number\"==typeof t)return[t,t,t,t];if(2===t.length)return[t[0],t[1],t[0],t[1]];var e=l(t);return[e.x,e.y,e.x+e.width,e.y+e.height]}e.exports=u,u.prototype.render=function(){for(var t,e=this,r=[],n=arguments.length;n--;)r[n]=arguments[n];return r.length&&(t=this).update.apply(t,r),this.regl.attributes.preserveDrawingBuffer?this.draw():(this.dirty?null==this.planned&&(this.planned=o((function(){e.draw(),e.dirty=!0,e.planned=null}))):(this.draw(),this.dirty=!0,o((function(){e.dirty=!1}))),this)},u.prototype.update=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];if(e.length){for(var n=0;n<e.length;n++)this.updateItem(n,e[n]);this.traces=this.traces.filter(Boolean);for(var i=[],a=0,o=0;o<this.traces.length;o++){for(var s=this.traces[o],l=this.traces[o].passes,c=0;c<l.length;c++)i.push(this.passes[l[c]]);s.passOffset=a,a+=s.passes.length}return(t=this.scatter).update.apply(t,i),this}},u.prototype.updateItem=function(t,e){var r=this.regl;if(null===e)return this.traces[t]=null,this;if(!e)return this;var n,o=i(e,{data:\"data items columns rows values dimensions samples x\",snap:\"snap cluster\",size:\"sizes size radius\",color:\"colors color fill fill-color fillColor\",opacity:\"opacity alpha transparency opaque\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",borderColor:\"borderColors borderColor bordercolor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range ranges databox dataBox\",viewport:\"viewport viewBox viewbox\",domain:\"domain domains area areas\",padding:\"pad padding paddings pads margin margins\",transpose:\"transpose transposed\",diagonal:\"diagonal diag showDiagonal\",upper:\"upper up top upperhalf upperHalf showupperhalf showUpper showUpperHalf\",lower:\"lower low bottom lowerhalf lowerHalf showlowerhalf showLowerHalf showLower\"}),s=this.traces[t]||(this.traces[t]={id:t,buffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),color:\"black\",marker:null,size:12,borderColor:\"transparent\",borderSize:1,viewport:l([r._gl.drawingBufferWidth,r._gl.drawingBufferHeight]),padding:[0,0,0,0],opacity:1,diagonal:!0,upper:!0,lower:!0});if(null!=o.color&&(s.color=o.color),null!=o.size&&(s.size=o.size),null!=o.marker&&(s.marker=o.marker),null!=o.borderColor&&(s.borderColor=o.borderColor),null!=o.borderSize&&(s.borderSize=o.borderSize),null!=o.opacity&&(s.opacity=o.opacity),o.viewport&&(s.viewport=l(o.viewport)),null!=o.diagonal&&(s.diagonal=o.diagonal),null!=o.upper&&(s.upper=o.upper),null!=o.lower&&(s.lower=o.lower),o.data){s.buffer(c(o.data)),s.columns=o.data.length,s.count=o.data[0].length,s.bounds=[];for(var 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n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Coptic\",jdEpoch:1825029.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Coptic\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Thout\",\"Paopi\",\"Hathor\",\"Koiak\",\"Tobi\",\"Meshir\",\"Paremhat\",\"Paremoude\",\"Pashons\",\"Paoni\",\"Epip\",\"Mesori\",\"Pi Kogi Enavot\"],monthNamesShort:[\"Tho\",\"Pao\",\"Hath\",\"Koi\",\"Tob\",\"Mesh\",\"Pat\",\"Pad\",\"Pash\",\"Pao\",\"Epi\",\"Meso\",\"PiK\"],dayNames:[\"Tkyriaka\",\"Pesnau\",\"Pshoment\",\"Peftoou\",\"Ptiou\",\"Psoou\",\"Psabbaton\"],dayNamesShort:[\"Tky\",\"Pes\",\"Psh\",\"Pef\",\"Pti\",\"Pso\",\"Psa\"],dayNamesMin:[\"Tk\",\"Pes\",\"Psh\",\"Pef\",\"Pt\",\"Pso\",\"Psa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return this.newDate(r,n,i)}}),n.calendars.coptic=a},{\"../main\":346,\"object-assign\":247}],334:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Discworld\",jdEpoch:1721425.5,daysPerMonth:[16,32,32,32,32,32,32,32,32,32,32,32,32],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Discworld\",epochs:[\"BUC\",\"UC\"],monthNames:[\"Ick\",\"Offle\",\"February\",\"March\",\"April\",\"May\",\"June\",\"Grune\",\"August\",\"Spune\",\"Sektober\",\"Ember\",\"December\"],monthNamesShort:[\"Ick\",\"Off\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Gru\",\"Aug\",\"Spu\",\"Sek\",\"Emb\",\"Dec\"],dayNames:[\"Sunday\",\"Octeday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Oct\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Oc\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:2,isRTL:!1}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),13},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),400},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/8)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]},daysInWeek:function(){return 8},dayOfWeek:function(t,e,r){return(this._validate(t,e,r,n.local.invalidDate).day()+1)%8},weekDay:function(t,e,r){var n=this.dayOfWeek(t,e,r);return n>=2&&n<=6},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{century:o[Math.floor((i.year()-1)/100)+1]||\"\"}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year()+(i.year()<0?1:0),e=i.month(),(r=i.day())+(e>1?16:0)+(e>2?32*(e-2):0)+400*(t-1)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t+.5)-Math.floor(this.jdEpoch)-1;var e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},{\"../main\":346,\"object-assign\":247}],335:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Ethiopian\",jdEpoch:1724220.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Ethiopian\",epochs:[\"BEE\",\"EE\"],monthNames:[\"Meskerem\",\"Tikemet\",\"Hidar\",\"Tahesas\",\"Tir\",\"Yekatit\",\"Megabit\",\"Miazia\",\"Genbot\",\"Sene\",\"Hamle\",\"Nehase\",\"Pagume\"],monthNamesShort:[\"Mes\",\"Tik\",\"Hid\",\"Tah\",\"Tir\",\"Yek\",\"Meg\",\"Mia\",\"Gen\",\"Sen\",\"Ham\",\"Neh\",\"Pag\"],dayNames:[\"Ehud\",\"Segno\",\"Maksegno\",\"Irob\",\"Hamus\",\"Arb\",\"Kidame\"],dayNamesShort:[\"Ehu\",\"Seg\",\"Mak\",\"Iro\",\"Ham\",\"Arb\",\"Kid\"],dayNamesMin:[\"Eh\",\"Se\",\"Ma\",\"Ir\",\"Ha\",\"Ar\",\"Ki\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return this.newDate(r,n,i)}}),n.calendars.ethiopian=a},{\"../main\":346,\"object-assign\":247}],336:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Hebrew\",jdEpoch:347995.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29,29],hasYearZero:!1,minMonth:1,firstMonth:7,minDay:1,regionalOptions:{\"\":{name:\"Hebrew\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Nisan\",\"Iyar\",\"Sivan\",\"Tammuz\",\"Av\",\"Elul\",\"Tishrei\",\"Cheshvan\",\"Kislev\",\"Tevet\",\"Shevat\",\"Adar\",\"Adar II\"],monthNamesShort:[\"Nis\",\"Iya\",\"Siv\",\"Tam\",\"Av\",\"Elu\",\"Tis\",\"Che\",\"Kis\",\"Tev\",\"She\",\"Ada\",\"Ad2\"],dayNames:[\"Yom Rishon\",\"Yom Sheni\",\"Yom Shlishi\",\"Yom Revi'i\",\"Yom Chamishi\",\"Yom Shishi\",\"Yom Shabbat\"],dayNamesShort:[\"Ris\",\"She\",\"Shl\",\"Rev\",\"Cha\",\"Shi\",\"Sha\"],dayNamesMin:[\"Ri\",\"She\",\"Shl\",\"Re\",\"Ch\",\"Shi\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return this._leapYear(e.year())},_leapYear:function(t){return o(7*(t=t<0?t+1:t)+1,19)<7},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),this._leapYear(t.year?t.year():t)?13:12},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),this.toJD(-1===t?1:t+1,7,1)-this.toJD(t,7,1)},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),12===e&&this.leapYear(t)||8===e&&5===o(this.daysInYear(t),10)?30:9===e&&3===o(this.daysInYear(t),10)?29:this.daysPerMonth[e-1]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(i)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(i)%10-3]}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t<=0?t+1:t,o=this.jdEpoch+this._delay1(a)+this._delay2(a)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.hebrew=a},{\"../main\":346,\"object-assign\":247}],337:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Islamic\",jdEpoch:1948439.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Islamic\",epochs:[\"BH\",\"AH\"],monthNames:[\"Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' al-thani\",\"Jumada al-awwal\",\"Jumada al-thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-ahad\",\"Yawm al-ithnayn\",\"Yawm ath-thulaathaa'\",\"Yawm al-arbi'aa'\",\"Yawm al-kham\\u012bs\",\"Yawm al-jum'a\",\"Yawm as-sabt\"],dayNamesShort:[\"Aha\",\"Ith\",\"Thu\",\"Arb\",\"Kha\",\"Jum\",\"Sab\"],dayNamesMin:[\"Ah\",\"It\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){return(11*this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year()+14)%30<11},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return this.leapYear(t)?355:354},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),t=t<=0?t+1:t,(r=i.day())+Math.ceil(29.5*(e-1))+354*(t-1)+Math.floor((3+11*t)/30)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t)+.5;var e=Math.floor((30*(t-this.jdEpoch)+10646)/10631);e=e<=0?e-1:e;var r=Math.min(12,Math.ceil((t-29-this.toJD(e,1,1))/29.5)+1),n=t-this.toJD(e,r,1)+1;return this.newDate(e,r,n)}}),n.calendars.islamic=a},{\"../main\":346,\"object-assign\":247}],338:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Julian\",jdEpoch:1721423.5,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Julian\",epochs:[\"BC\",\"AD\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"mm/dd/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()<0?e.year()+1:e.year())%4==0},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),r=i.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),i=Math.floor((e-n)/30.6001),a=i-Math.floor(i<14?1:13),o=r-Math.floor(a>2?4716:4715),s=e-n-Math.floor(30.6001*i);return o<=0&&o--,this.newDate(o,a,s)}}),n.calendars.julian=a},{\"../main\":346,\"object-assign\":247}],339:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}function s(t,e){return o(t-1,e)+1}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Mayan\",jdEpoch:584282.5,hasYearZero:!0,minMonth:0,firstMonth:0,minDay:0,regionalOptions:{\"\":{name:\"Mayan\",epochs:[\"\",\"\"],monthNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],monthNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\"],dayNames:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesShort:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],dayNamesMin:[\"0\",\"1\",\"2\",\"3\",\"4\",\"5\",\"6\",\"7\",\"8\",\"9\",\"10\",\"11\",\"12\",\"13\",\"14\",\"15\",\"16\",\"17\",\"18\",\"19\"],digits:null,dateFormat:\"YYYY.m.d\",firstDay:0,isRTL:!1,haabMonths:[\"Pop\",\"Uo\",\"Zip\",\"Zotz\",\"Tzec\",\"Xul\",\"Yaxkin\",\"Mol\",\"Chen\",\"Yax\",\"Zac\",\"Ceh\",\"Mac\",\"Kankin\",\"Muan\",\"Pax\",\"Kayab\",\"Cumku\",\"Uayeb\"],tzolkinMonths:[\"Imix\",\"Ik\",\"Akbal\",\"Kan\",\"Chicchan\",\"Cimi\",\"Manik\",\"Lamat\",\"Muluc\",\"Oc\",\"Chuen\",\"Eb\",\"Ben\",\"Ix\",\"Men\",\"Cib\",\"Caban\",\"Etznab\",\"Cauac\",\"Ahau\"]}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate).toJD(),a=this._toHaab(i),o=this._toTzolkin(i);return{haabMonthName:this.local.haabMonths[a[0]-1],haabMonth:a[0],haabDay:a[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return i.day()+20*i.month()+360*i.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=a},{\"../main\":346,\"object-assign\":247}],340:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar;var o=n.instance(\"gregorian\");i(a.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear);return o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidMonth);(t=i.year())<0&&t++;for(var a=i.day(),s=1;s<i.month();s++)a+=this.daysPerMonth[s-1];return a+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=a},{\"../main\":346,\"object-assign\":247}],341:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return 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9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=a.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],a.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),i=e.dayOfYear(),a=r+56;this._createMissingCalendarData(a);for(var o=9,s=this.NEPALI_CALENDAR_DATA[a][0],l=this.NEPALI_CALENDAR_DATA[a][o]-s+1;i>l;)++o>12&&(o=1,a++),l+=this.NEPALI_CALENDAR_DATA[a][o];var c=this.NEPALI_CALENDAR_DATA[a][o]-(l-i);return this.newDate(a,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)void 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t-(t>=0?474:473),s=474+o(a,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(a/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),i=2820;if(1029982!==n){var a=Math.floor(n/366),s=o(n,366);i=Math.floor((2134*a+2816*s+2815)/1028522)+a+1}var l=i+2820*r+474;l=l<=0?l-1:l;var 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i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(i.year());return a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(i.year());return a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":346,\"object-assign\":247}],344:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\"),a=n.instance();function 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return a.leapYear(t)},weekOfYear:function(t,e,r){var i=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(i.year());return a.weekOfYear(t,i.month(),i.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(i.year());return a.toJD(t,i.month(),i.day())},fromJD:function(t){var e=a.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},{\"../main\":346,\"object-assign\":247}],345:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,i=0,a=0;a<o.length;a++){if(o[a]>r)return o[i]-o[i-1];i++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate),a=12*(i.year()-1)+i.month()-15292;return i.day()+o[a-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var i=r+15292,a=Math.floor((i-1)/12),s=a+1,l=i-12*a,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var i=n.baseCalendar.prototype.isValid.apply(this,arguments);return i&&(i=(t=null!=t.year?t.year:t)>=1276&&t<=1500),i},_validate:function(t,e,r,i){var a=n.baseCalendar.prototype._validate.apply(this,arguments);if(a.year<1276||a.year>1500)throw i.replace(/\\{0\\}/,this.local.name);return a}}),n.calendars.ummalqura=a;var 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n=t(\"object-assign\");function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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r,s,l=o(t,e),c=l.on,u=l.off.concat(l.explicitOff),f={},h=t._fullLayout.annotations;if(!c.length&&!u.length)return;for(r=0;r<c.length;r++)(s=a(t.layout,\"annotations\",h[c[r]])).modifyItem(\"visible\",!0),n.extendFlat(f,s.getUpdateObj());for(r=0;r<u.length;r++)(s=a(t.layout,\"annotations\",h[u[r]])).modifyItem(\"visible\",!1),n.extendFlat(f,s.getUpdateObj());return i.call(\"update\",t,{},f)}}},{\"../../lib\":503,\"../../plot_api/plot_template\":543,\"../../registry\":638}],352:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\");e.exports=function(t,e,r,a){a(\"opacity\");var o=a(\"bgcolor\"),s=a(\"bordercolor\"),l=i.opacity(s);a(\"borderpad\");var c=a(\"borderwidth\"),u=a(\"showarrow\");if(a(\"text\",u?\" \":r._dfltTitle.annotation),a(\"textangle\"),n.coerceFont(a,\"font\",r.font),a(\"width\"),a(\"align\"),a(\"height\")&&a(\"valign\"),u){var f,h,p=a(\"arrowside\");-1!==p.indexOf(\"end\")&&(f=a(\"arrowhead\"),h=a(\"arrowsize\")),-1!==p.indexOf(\"start\")&&(a(\"startarrowhead\",f),a(\"startarrowsize\",h)),a(\"arrowcolor\",l?e.bordercolor:i.defaultLine),a(\"arrowwidth\",2*(l&&c||1)),a(\"standoff\"),a(\"startstandoff\")}var d=a(\"hovertext\"),g=r.hoverlabel||{};if(d){var m=a(\"hoverlabel.bgcolor\",g.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),v=a(\"hoverlabel.bordercolor\",g.bordercolor||i.contrast(m));n.coerceFont(a,\"hoverlabel.font\",{family:g.font.family,size:g.font.size,color:g.font.color||v})}a(\"captureevents\",!!d)}},{\"../../lib\":503,\"../color\":366}],353:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib/to_log_range\");e.exports=function(t,e,r,a){e=e||{};var o=\"log\"===r&&\"linear\"===e.type,s=\"linear\"===r&&\"log\"===e.type;if(o||s)for(var l,c,u=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h<u.length;h++)l=u[h],c=\"annotations[\"+h+\"].\",l[f+\"ref\"]===e._id&&p(f),l[\"a\"+f+\"ref\"]===e._id&&p(\"a\"+f);function p(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(c+t,s)}}},{\"../../lib/to_log_range\":531,\"fast-isnumeric\":190}],354:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/array_container_defaults\"),o=t(\"./common_defaults\"),s=t(\"./attributes\");function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(\"visible\"),c=a(\"clicktoshow\");if(l||c){o(t,e,r,a);for(var u=e.showarrow,f=[\"x\",\"y\"],h=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var g=f[d],m=i.coerceRef(t,e,p,g,\"\",\"paper\");if(\"paper\"!==m)i.getFromId(p,m)._annIndices.push(e._index);if(i.coercePosition(e,p,a,m,g,.5),u){var v=\"a\"+g,y=i.coerceRef(t,e,p,v,\"pixel\",[\"pixel\",\"paper\"]);\"pixel\"!==y&&y!==m&&(y=e[v]=\"pixel\");var x=\"pixel\"===y?h[d]:.4;i.coercePosition(e,p,a,y,v,x)}a(g+\"anchor\"),a(g+\"shift\")}if(n.noneOrAll(t,e,[\"x\",\"y\"]),u&&n.noneOrAll(t,e,[\"ax\",\"ay\"]),c){var b=a(\"xclick\"),_=a(\"yclick\");e._xclick=void 0===b?e.x:i.cleanPosition(b,p,e.xref),e._yclick=void 0===_?e.y:i.cleanPosition(_,p,e.yref)}}}e.exports=function(t,e){a(t,e,{name:\"annotations\",handleItemDefaults:l})}},{\"../../lib\":503,\"../../plots/array_container_defaults\":549,\"../../plots/cartesian/axes\":554,\"./attributes\":349,\"./common_defaults\":352}],355:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../registry\"),a=t(\"../../plots/plots\"),o=t(\"../../lib\"),s=o.strTranslate,l=t(\"../../plots/cartesian/axes\"),c=t(\"../color\"),u=t(\"../drawing\"),f=t(\"../fx\"),h=t(\"../../lib/svg_text_utils\"),p=t(\"../../lib/setcursor\"),d=t(\"../dragelement\"),g=t(\"../../plot_api/plot_template\").arrayEditor,m=t(\"./draw_arrow_head\");function v(t,e){var r=t._fullLayout.annotations[e]||{},n=l.getFromId(t,r.xref),i=l.getFromId(t,r.yref);n&&n.setScale(),i&&i.setScale(),x(t,r,e,!1,n,i)}function y(t,e,r,n,i){var a=i[r],o=i[r+\"ref\"],s=-1!==r.indexOf(\"y\"),c=\"domain\"===l.getRefType(o),u=s?n.h:n.w;return t?c?a+(s?-e:e)/t._length:t.p2r(t.r2p(a)+e):a+(s?-e:e)/u}function x(t,e,r,a,v,x){var b,_,w=t._fullLayout,T=t._fullLayout._size,k=t._context.edits;a?(b=\"annotation-\"+a,_=a+\".annotations\"):(b=\"annotation\",_=\"annotations\");var A=g(t.layout,_,e),M=A.modifyBase,S=A.modifyItem,E=A.getUpdateObj;w._infolayer.selectAll(\".\"+b+'[data-index=\"'+r+'\"]').remove();var L=\"clip\"+w._uid+\"_ann\"+r;if(e._input&&!1!==e.visible){var C={x:{},y:{}},P=+e.textangle||0,I=w._infolayer.append(\"g\").classed(b,!0).attr(\"data-index\",String(r)).style(\"opacity\",e.opacity),O=I.append(\"g\").classed(\"annotation-text-g\",!0),z=k[e.showarrow?\"annotationTail\":\"annotationPosition\"],D=e.captureevents||k.annotationText||z,R=O.append(\"g\").style(\"pointer-events\",D?\"all\":null).call(p,\"pointer\").on(\"click\",(function(){t._dragging=!1,t.emit(\"plotly_clickannotation\",Y(n.event))}));e.hovertext&&R.on(\"mouseover\",(function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();f.loneHover({x0:i.left-a.left,x1:i.right-a.left,y:(i.top+i.bottom)/2-a.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:w._hoverlayer.node(),outerContainer:w._paper.node(),gd:t})})).on(\"mouseout\",(function(){f.loneUnhover(w._hoverlayer.node())}));var F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(c.stroke,e.bordercolor).call(c.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+L).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",L).append(\"rect\"),V.exit().remove();var H=e.font,q=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(q);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(W).on(\"edit\",(function(r){e.text=r,this.call(W),S(\"text\",r),v&&v.autorange&&M(v._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(W)}else n.selectAll(\"#\"+L).remove();function Y(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function W(r){return r.call(u.font,H).attr({\"text-anchor\":{left:\"start\",right:\"end\"}[e.align]||\"middle\"}),h.convertToTspans(r,t,X),r}function X(){var r=G.selectAll(\"a\");1===r.size()&&r.text()===G.text()&&R.insert(\"a\",\":first-child\").attr({\"xlink:xlink:href\":r.attr(\"xlink:href\"),\"xlink:xlink:show\":r.attr(\"xlink:show\")}).style({cursor:\"pointer\"}).node().appendChild(j.node());var n=R.select(\".annotation-text-math-group\"),f=!n.empty(),g=u.bBox((f?n:G).node()),b=g.width,_=g.height,A=e.width||b,D=e.height||_,B=Math.round(A+2*N),H=Math.round(D+2*N);function q(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var W=!1,X=[\"x\",\"y\"],Z=0;Z<X.length;Z++){var J,K,Q,$,tt,et=X[Z],rt=e[et+\"ref\"]||et,nt=e[\"a\"+et+\"ref\"],it={x:v,y:x}[et],at=(P+(\"x\"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=H*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ct=e[et+\"anchor\"],ut=e[et+\"shift\"]*(\"x\"===et?1:-1),ft=C[et],ht=l.getRefType(rt);if(it&&\"domain\"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e[\"a\"+et]))<0||pt>1)&&(W=!0):W=!0),J=it._offset+it.r2p(e[et]),$=.5}else{var dt=\"domain\"===ht;\"x\"===et?(Q=e[et],J=dt?it._offset+it._length*Q:J=T.l+T.w*Q):(Q=1-e[et],J=dt?it._offset+it._length*Q:J=T.t+T.h*Q),$=e.showarrow?.5:Q}if(e.showarrow){ft.head=J;var gt=e[\"a\"+et];if(tt=ot*q(.5,e.xanchor)-st*q(.5,e.yanchor),nt===rt){var mt=l.getRefType(nt);\"domain\"===mt?(\"y\"===et&&(gt=1-gt),ft.tail=it._offset+it._length*gt):\"paper\"===mt?\"y\"===et?(gt=1-gt,ft.tail=T.t+T.h*gt):ft.tail=T.l+T.w*gt:ft.tail=it._offset+it.r2p(gt),K=tt}else ft.tail=J+gt,K=tt+gt;ft.text=ft.tail+tt;var vt=w[\"x\"===et?\"width\":\"height\"];if(\"paper\"===rt&&(ft.head=o.constrain(ft.head,1,vt-1)),\"pixel\"===nt){var yt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-vt;yt>0?(ft.tail+=yt,ft.text+=yt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ut,ft.head+=ut}else K=tt=lt*q($,ct),ft.text=J+tt;ft.text+=ut,tt+=ut,K+=ut,e[\"_\"+et+\"padplus\"]=lt/2+K,e[\"_\"+et+\"padminus\"]=lt/2-K,e[\"_\"+et+\"size\"]=lt,e[\"_\"+et+\"shift\"]=tt}if(W)R.remove();else{var bt=0,_t=0;if(\"left\"!==e.align&&(bt=(A-b)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(_t=(D-_)*(\"middle\"===e.valign?.5:1)),f)n.select(\"svg\").attr({x:N+bt-1,y:N+_t}).call(u.setClipUrl,U?L:null,t);else{var wt=N+_t-g.top,Tt=N+bt-g.left;G.call(h.positionText,Tt,wt).call(u.setClipUrl,U?L:null,t)}V.select(\"rect\").call(u.setRect,N,N,A,D),j.call(u.setRect,F/2,F/2,B-F,H-F),R.call(u.setTranslate,Math.round(C.x.text-B/2),Math.round(C.y.text-H/2)),O.attr({transform:\"rotate(\"+P+\",\"+C.x.text+\",\"+C.y.text+\")\"});var kt,At=function(r,n){I.selectAll(\".annotation-arrow-g\").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,g=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,g,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr(\"width\"),z=+j.attr(\"height\"),D=g-.5*L,F=D+L,B=b-.5*z,N=B+z,U=[[D,B,D,N],[D,N,F,N],[F,N,F,B],[F,B,D,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,H=e.arrowcolor,q=e.arrowside,G=I.append(\"g\").style({opacity:c.opacity(H)}).classed(\"annotation-arrow-g\",!0),Y=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(c.stroke,c.rgb(H));if(m(Y,q,e),k.annotationPosition&&Y.node().parentNode&&!a){var W=l,X=f;if(e.standoff){var Z=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));W+=e.standoff*(h-l)/Z,X+=e.standoff*(p-f)/Z}var J,K,Q=G.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(h-W)+\",\"+(p-X),transform:s(W,X)}).style(\"stroke-width\",V+6+\"px\").call(c.stroke,\"rgba(0,0,0,0)\").call(c.fill,\"rgba(0,0,0,0)\");d.init({element:Q.node(),gd:t,prepFn:function(){var t=u.getTranslate(R);J=t.x,K=t.y,v&&v.autorange&&M(v._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(J,K),i=n[0]+t,a=n[1]+r;R.call(u.setTranslate,i,a),S(\"x\",y(v,t,\"x\",T,e)),S(\"y\",y(x,r,\"y\",T,e)),e.axref===e.xref&&S(\"ax\",y(v,t,\"ax\",T,e)),e.ayref===e.yref&&S(\"ay\",y(x,r,\"ay\",T,e)),G.attr(\"transform\",s(t,r)),O.attr({transform:\"rotate(\"+P+\",\"+i+\",\"+a+\")\"})},doneFn:function(){i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}};if(e.showarrow&&At(0,0),z)d.init({element:R.node(),gd:t,prepFn:function(){kt=O.attr(\"transform\")},moveFn:function(t,r){var n=\"pointer\";if(e.showarrow)e.axref===e.xref?S(\"ax\",y(v,t,\"ax\",T,e)):S(\"ax\",e.ax+t),e.ayref===e.yref?S(\"ay\",y(x,r,\"ay\",T.w,e)):S(\"ay\",e.ay+r),At(t,r);else{if(a)return;var i,o;if(v)i=y(v,t,\"x\",T,e);else{var l=e._xsize/T.w,c=e.x+(e._xshift-e.xshift)/T.w-l/2;i=d.align(c+t/T.w,l,0,1,e.xanchor)}if(x)o=y(x,r,\"y\",T,e);else{var u=e._ysize/T.h,f=e.y-(e._yshift+e.yshift)/T.h-u/2;o=d.align(f-r/T.h,u,0,1,e.yanchor)}S(\"x\",i),S(\"y\",o),v&&x||(n=d.getCursor(v?.5:i,x?.5:o,e.xanchor,e.yanchor))}O.attr({transform:s(t,r)+kt}),p(R,n)},clickFn:function(r,n){e.captureevents&&t.emit(\"plotly_clickannotation\",Y(n))},doneFn:function(){p(R),i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}}e.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(\".annotation\").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&v(t,r);return a.previousPromises(t)},drawOne:v,drawRaw:x}},{\"../../lib\":503,\"../../lib/setcursor\":524,\"../../lib/svg_text_utils\":529,\"../../plot_api/plot_template\":543,\"../../plots/cartesian/axes\":554,\"../../plots/plots\":619,\"../../registry\":638,\"../color\":366,\"../dragelement\":385,\"../drawing\":388,\"../fx\":406,\"./draw_arrow_head\":356,\"@plotly/d3\":58}],356:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../color\"),a=t(\"./arrow_paths\"),o=t(\"../../lib\"),s=o.strScale,l=o.strRotate,c=o.strTranslate;e.exports=function(t,e,r){var o,u,f,h,p=t.node(),d=a[r.arrowhead||0],g=a[r.startarrowhead||0],m=(r.arrowwidth||1)*(r.arrowsize||1),v=(r.arrowwidth||1)*(r.startarrowsize||1),y=e.indexOf(\"start\")>=0,x=e.indexOf(\"end\")>=0,b=d.backoff*m+r.standoff,_=g.backoff*v+r.startstandoff;if(\"line\"===p.nodeName){o={x:+t.attr(\"x1\"),y:+t.attr(\"y1\")},u={x:+t.attr(\"x2\"),y:+t.attr(\"y2\")};var w=o.x-u.x,T=o.y-u.y;if(h=(f=Math.atan2(T,w))+Math.PI,b&&_&&b+_>Math.sqrt(w*w+T*T))return void z();if(b){if(b*b>w*w+T*T)return void z();var k=b*Math.cos(f),A=b*Math.sin(f);u.x+=k,u.y+=A,t.attr({x2:u.x,y2:u.y})}if(_){if(_*_>w*w+T*T)return void z();var M=_*Math.cos(f),S=_*Math.sin(f);o.x-=M,o.y-=S,t.attr({x1:o.x,y1:o.y})}}else if(\"path\"===p.nodeName){var E=p.getTotalLength(),L=\"\";if(E<b+_)return void z();var C=p.getPointAtLength(0),P=p.getPointAtLength(.1);f=Math.atan2(C.y-P.y,C.x-P.x),o=p.getPointAtLength(Math.min(_,E)),L=\"0px,\"+_+\"px,\";var 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n=t(\"@plotly/d3\"),i=t(\"tinycolor2\"),a=t(\"../../plots/plots\"),o=t(\"../../registry\"),s=t(\"../../plots/cartesian/axes\"),l=t(\"../dragelement\"),c=t(\"../../lib\"),u=c.strTranslate,f=t(\"../../lib/extend\").extendFlat,h=t(\"../../lib/setcursor\"),p=t(\"../drawing\"),d=t(\"../color\"),g=t(\"../titles\"),m=t(\"../../lib/svg_text_utils\"),v=t(\"../colorscale/helpers\").flipScale,y=t(\"../../plots/cartesian/axis_defaults\"),x=t(\"../../plots/cartesian/position_defaults\"),b=t(\"../../plots/cartesian/layout_attributes\"),_=t(\"../../constants/alignment\"),w=_.LINE_SPACING,T=_.FROM_TL,k=_.FROM_BR,A=t(\"./constants\").cn;e.exports={draw:function(t){var e=t._fullLayout._infolayer.selectAll(\"g.\"+A.colorbar).data(function(t){var e,r,n,i,a=t._fullLayout,o=t.calcdata,s=[];function l(t){return f(t,{_fillcolor:null,_line:{color:null,width:null,dash:null},_levels:{start:null,end:null,size:null},_filllevels:null,_fillgradient:null,_zrange:null})}function c(){\"function\"==typeof 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r=n.select(this);c.ensureSingle(r,\"rect\",A.cbbg),c.ensureSingle(r,\"g\",A.cbfills),c.ensureSingle(r,\"g\",A.cblines),c.ensureSingle(r,\"g\",A.cbaxis,(function(t){t.classed(A.crisp,!0)})),c.ensureSingle(r,\"g\",A.cbtitleunshift,(function(t){t.append(\"g\").classed(A.cbtitle,!0)})),c.ensureSingle(r,\"rect\",A.cboutline);var v=function(t,e,r){var o=\"v\"===e.orientation,l=e.len,h=e.lenmode,v=e.thickness,_=e.thicknessmode,M=e.outlinewidth,S=e.borderwidth,E=e.bgcolor,L=e.xanchor,C=e.yanchor,P=e.xpad,I=e.ypad,O=e.x,z=o?e.y:1-e.y,D=r._fullLayout,R=D._size,F=e._fillcolor,B=e._line,N=e.title,j=N.side,U=e._zrange||n.extent((\"function\"==typeof F?F:B.color).domain()),V=\"function\"==typeof B.color?B.color:function(){return B.color},H=\"function\"==typeof F?F:function(){return F},q=e._levels,G=function(t,e,r){var n,i,a=e._levels,o=[],s=[],l=a.end+a.size/100,c=a.size,u=1.001*r[0]-.001*r[1],f=1.001*r[1]-.001*r[0];for(i=0;i<1e5&&(n=a.start+i*c,!(c>0?n>=l:n<=l));i++)n>u&&n<f&&o.push(n);if(e._fillgradient)s=[0];else if(\"function\"==typeof e._fillcolor){var h=e._filllevels;if(h)for(l=h.end+h.size/100,c=h.size,i=0;i<1e5&&(n=h.start+i*c,!(c>0?n>=l:n<=l));i++)n>r[0]&&n<r[1]&&s.push(n);else(s=o.map((function(t){return t-a.size/2}))).push(s[s.length-1]+a.size)}else e._fillcolor&&\"string\"==typeof e._fillcolor&&(s=[0]);a.size<0&&(o.reverse(),s.reverse());return{line:o,fill:s}}(0,e,U),Y=G.fill,W=G.line,X=Math.round(v*(\"fraction\"===_?o?R.w:R.h:1)),Z=X/(o?R.w:R.h),J=Math.round(l*(\"fraction\"===h?o?R.h:R.w:1)),K=J/(o?R.h:R.w),Q=Math.round(o?O*R.w+P:z*R.h+I),$={center:.5,right:1}[L]||0,tt={top:1,middle:.5}[C]||0,et=o?O-$*Z:z-tt*Z,rt=o?z-tt*K:O-$*K,nt=Math.round(o?R.h*(1-rt):R.w*rt);e._lenFrac=K,e._thickFrac=Z,e._uFrac=et,e._vFrac=rt;var it=e._axis=function(t,e,r){var n=t._fullLayout,i=\"v\"===e.orientation,a={type:\"linear\",range:r,tickmode:e.tickmode,nticks:e.nticks,tick0:e.tick0,dtick:e.dtick,tickvals:e.tickvals,ticktext:e.ticktext,ticks:e.ticks,ticklen:e.ticklen,tickwidth:e.tickwidth,tickcolor:e.tickcolor,showticklabels:e.showticklabels,ticklabelposition:e.ticklabelposition,ticklabeloverflow:e.ticklabeloverflow,ticklabelstep:e.ticklabelstep,tickfont:e.tickfont,tickangle:e.tickangle,tickformat:e.tickformat,exponentformat:e.exponentformat,minexponent:e.minexponent,separatethousands:e.separatethousands,showexponent:e.showexponent,showtickprefix:e.showtickprefix,tickprefix:e.tickprefix,showticksuffix:e.showticksuffix,ticksuffix:e.ticksuffix,title:e.title,showline:!0,anchor:\"free\",side:i?\"right\":\"bottom\",position:1},o=i?\"y\":\"x\",s={type:\"linear\",_id:o+e._id},l={letter:o,font:n.font,noHover:!0,noTickson:!0,noTicklabelmode:!0,calendar:n.calendar};function u(t,e){return c.coerce(a,s,b,t,e)}return y(a,s,u,l,n),x(a,s,u,l),s}(r,e,U);it.position=Z+(o?O+P/R.w:z+I/R.h);var at=-1!==[\"top\",\"bottom\"].indexOf(j);o&&at&&(it.title.side=j,it.titlex=O+P/R.w,it.titley=rt+(\"top\"===N.side?K-I/R.h:I/R.h));o||at||(it.title.side=j,it.titley=z+I/R.h,it.titlex=rt+P/R.w);if(B.color&&\"auto\"===e.tickmode){it.tickmode=\"linear\",it.tick0=q.start;var ot=q.size,st=c.constrain(J/50,4,15)+1,lt=(U[1]-U[0])/((e.nticks||st)*ot);if(lt>1){var ct=Math.pow(10,Math.floor(Math.log(lt)/Math.LN10));ot*=ct*c.roundUp(lt/ct,[2,5,10]),(Math.abs(q.start)/q.size+1e-6)%1<2e-6&&(it.tick0=0)}it.dtick=ot}it.domain=o?[rt+I/R.h,rt+K-I/R.h]:[rt+P/R.w,rt+K-P/R.w],it.setScale(),t.attr(\"transform\",u(Math.round(R.l),Math.round(R.t)));var ut,ft=t.select(\".\"+A.cbtitleunshift).attr(\"transform\",u(-Math.round(R.l),-Math.round(R.t))),ht=it.ticklabelposition,pt=it.title.font.size,dt=t.select(\".\"+A.cbaxis),gt=0,mt=0;function vt(n,i){var a={propContainer:it,propName:e._propPrefix+\"title\",traceIndex:e._traceIndex,_meta:e._meta,placeholder:D._dfltTitle.colorbar,containerGroup:t.select(\".\"+A.cbtitle)},o=\"h\"===n.charAt(0)?n.substr(1):\"h\"+n;t.selectAll(\".\"+o+\",.\"+o+\"-math-group\").remove(),g.draw(r,n,f(a,i||{}))}return c.syncOrAsync([a.previousPromises,function(){var t,e;(o&&at||!o&&!at)&&(\"top\"===j&&(t=P+R.l+R.w*O,e=I+R.t+R.h*(1-rt-K)+3+.75*pt),\"bottom\"===j&&(t=P+R.l+R.w*O,e=I+R.t+R.h*(1-rt)-3-.25*pt),\"right\"===j&&(e=I+R.t+R.h*z+3+.75*pt,t=P+R.l+R.w*rt),vt(it._id+\"title\",{attributes:{x:t,y:e,\"text-anchor\":o?\"start\":\"middle\"}}))},function(){if(!o&&!at||o&&at){var a,l=t.select(\".\"+A.cbtitle),f=l.select(\"text\"),h=[-M/2,M/2],d=l.select(\".h\"+it._id+\"title-math-group\").node(),g=15.6;if(f.node()&&(g=parseInt(f.node().style.fontSize,10)*w),d?(a=p.bBox(d),mt=a.width,(gt=a.height)>g&&(h[1]-=(gt-g)/2)):f.node()&&!f.classed(A.jsPlaceholder)&&(a=p.bBox(f.node()),mt=a.width,gt=a.height),o){if(gt){if(gt+=5,\"top\"===j)it.domain[1]-=gt/R.h,h[1]*=-1;else{it.domain[0]+=gt/R.h;var v=m.lineCount(f);h[1]+=(1-v)*g}l.attr(\"transform\",u(h[0],h[1])),it.setScale()}}else mt&&(\"right\"===j&&(it.domain[0]+=(mt+pt/2)/R.w),l.attr(\"transform\",u(h[0],h[1])),it.setScale())}t.selectAll(\".\"+A.cbfills+\",.\"+A.cblines).attr(\"transform\",o?u(0,Math.round(R.h*(1-it.domain[1]))):u(Math.round(R.w*it.domain[0]),0)),dt.attr(\"transform\",o?u(0,Math.round(-R.t)):u(Math.round(-R.l),0));var y=t.select(\".\"+A.cbfills).selectAll(\"rect.\"+A.cbfill).attr(\"style\",\"\").data(Y);y.enter().append(\"rect\").classed(A.cbfill,!0).style(\"stroke\",\"none\"),y.exit().remove();var x=U.map(it.c2p).map(Math.round).sort((function(t,e){return t-e}));y.each((function(t,a){var s=[0===a?U[0]:(Y[a]+Y[a-1])/2,a===Y.length-1?U[1]:(Y[a]+Y[a+1])/2].map(it.c2p).map(Math.round);o&&(s[1]=c.constrain(s[1]+(s[1]>s[0])?1:-1,x[0],x[1]));var l=n.select(this).attr(o?\"x\":\"y\",Q).attr(o?\"y\":\"x\",n.min(s)).attr(o?\"width\":\"height\",Math.max(X,2)).attr(o?\"height\":\"width\",Math.max(n.max(s)-n.min(s),2));if(e._fillgradient)p.gradient(l,r,e._id,o?\"vertical\":\"horizontalreversed\",e._fillgradient,\"fill\");else{var u=H(t).replace(\"e-\",\"\");l.attr(\"fill\",i(u).toHexString())}}));var b=t.select(\".\"+A.cblines).selectAll(\"path.\"+A.cbline).data(B.color&&B.width?W:[]);b.enter().append(\"path\").classed(A.cbline,!0),b.exit().remove(),b.each((function(t){var e=Q,r=Math.round(it.c2p(t))+B.width/2%1;n.select(this).attr(\"d\",\"M\"+(o?e+\",\"+r:r+\",\"+e)+(o?\"h\":\"v\")+X).call(p.lineGroupStyle,B.width,V(t),B.dash)})),dt.selectAll(\"g.\"+it._id+\"tick,path\").remove();var _=Q+X+(M||0)/2-(\"outside\"===e.ticks?1:0),T=s.calcTicks(it),k=s.getTickSigns(it)[2];return s.drawTicks(r,it,{vals:\"inside\"===it.ticks?s.clipEnds(it,T):T,layer:dt,path:s.makeTickPath(it,_,k),transFn:s.makeTransTickFn(it)}),s.drawLabels(r,it,{vals:T,layer:dt,transFn:s.makeTransTickLabelFn(it),labelFns:s.makeLabelFns(it,_)})},function(){if(o&&!at||!o&&at){var t,i,a=it.position||0,s=it._offset+it._length/2;if(\"right\"===j)i=s,t=R.l+R.w*a+10+pt*(it.showticklabels?1:.5);else if(t=s,\"bottom\"===j&&(i=R.t+R.h*a+10+(-1===ht.indexOf(\"inside\")?it.tickfont.size:0)+(\"intside\"!==it.ticks&&e.ticklen||0)),\"top\"===j){var l=N.text.split(\"<br>\").length;i=R.t+R.h*a+10-X-w*pt*l}vt((o?\"h\":\"v\")+it._id+\"title\",{avoid:{selection:n.select(r).selectAll(\"g.\"+it._id+\"tick\"),side:j,offsetTop:o?0:R.t,offsetLeft:o?R.l:0,maxShift:o?D.width:D.height},attributes:{x:t,y:i,\"text-anchor\":\"middle\"},transform:{rotate:o?-90:0,offset:0}})}},a.previousPromises,function(){var n,s=X+M/2;-1===ht.indexOf(\"inside\")&&(n=p.bBox(dt.node()),s+=o?n.width:n.height),ut=ft.select(\"text\");var c=0,f=o&&\"top\"===j,g=!o&&\"right\"===j,m=0;if(ut.node()&&!ut.classed(A.jsPlaceholder)){var y,x=ft.select(\".h\"+it._id+\"title-math-group\").node();x&&(o&&at||!o&&!at)?(c=(n=p.bBox(x)).width,y=n.height):(c=(n=p.bBox(ft.node())).right-R.l-(o?Q:nt),y=n.bottom-R.t-(o?nt:Q),o||\"top\"!==j||(s+=n.height,m=n.height)),g&&(ut.attr(\"transform\",u(c/2+pt/2,0)),c*=2),s=Math.max(s,o?c:y)}var b=2*(o?P:I)+s+S+M/2,w=0;!o&&N.text&&\"bottom\"===C&&z<=0&&(b+=w=b/2,m+=w),D._hColorbarMoveTitle=w,D._hColorbarMoveCBTitle=m;var F=S+M;t.select(\".\"+A.cbbg).attr(\"x\",(o?Q:nt)-F/2-(o?P:0)).attr(\"y\",(o?nt:Q)-(o?J:I+m-w)).attr(o?\"width\":\"height\",Math.max(b-w,2)).attr(o?\"height\":\"width\",Math.max(J+F,2)).call(d.fill,E).call(d.stroke,e.bordercolor).style(\"stroke-width\",S);var B=g?Math.max(c-10,0):0;if(t.selectAll(\".\"+A.cboutline).attr(\"x\",(o?Q:nt+P)+B).attr(\"y\",(o?nt+I-J:Q)+(f?gt:0)).attr(o?\"width\":\"height\",Math.max(X,2)).attr(o?\"height\":\"width\",Math.max(J-(o?2*I+gt:2*P+B),2)).call(d.stroke,e.outlinecolor).style({fill:\"none\",\"stroke-width\":M}),t.attr(\"transform\",u(R.l-(o?$*b:0),R.t-(o?0:(1-tt)*b-m))),!o&&(S||i(E).getAlpha()&&!i.equals(D.paper_bgcolor,E))){var U=dt.selectAll(\"text\"),V=U[0].length,H=t.select(\".\"+A.cbbg).node(),q=p.bBox(H),G=p.getTranslate(t);U.each((function(t,e){var r=V-1;if(0===e||e===r){var n,i=p.bBox(this),a=p.getTranslate(this);if(e===r){var o=i.right+a.x;(n=q.right+G.x+nt-S-2+O-o)>0&&(n=0)}else if(0===e){var s=i.left+a.x;(n=q.left+G.x+nt+S+2-s)<0&&(n=0)}n&&(V<3?this.setAttribute(\"transform\",\"translate(\"+n+\",0) \"+this.getAttribute(\"transform\")):this.setAttribute(\"visibility\",\"hidden\"))}}))}var Y={},W=T[L],Z=k[L],K=T[C],et=k[C],rt=b-X;o?(\"pixels\"===h?(Y.y=z,Y.t=J*K,Y.b=J*et):(Y.t=Y.b=0,Y.yt=z+l*K,Y.yb=z-l*et),\"pixels\"===_?(Y.x=O,Y.l=b*W,Y.r=b*Z):(Y.l=rt*W,Y.r=rt*Z,Y.xl=O-v*W,Y.xr=O+v*Z)):(\"pixels\"===h?(Y.x=O,Y.l=J*W,Y.r=J*Z):(Y.l=Y.r=0,Y.xl=O+l*W,Y.xr=O-l*Z),\"pixels\"===_?(Y.y=1-z,Y.t=b*K,Y.b=b*et):(Y.t=rt*K,Y.b=rt*et,Y.yt=z-v*K,Y.yb=z+v*et)),a.autoMargin(r,e._id,Y)}],r)}(r,e,t);v&&v.then&&(t._promises||[]).push(v),t._context.edits.colorbarPosition&&function(t,e,r){var n,i,a,s=\"v\"===e.orientation,c=r._fullLayout._size;l.init({element:t.node(),gd:r,prepFn:function(){n=t.attr(\"transform\"),h(t)},moveFn:function(r,o){t.attr(\"transform\",n+u(r,o)),i=l.align((s?e._uFrac:e._vFrac)+r/c.w,s?e._thickFrac:e._lenFrac,0,1,e.xanchor),a=l.align((s?e._vFrac:1-e._uFrac)-o/c.h,s?e._lenFrac:e._thickFrac,0,1,e.yanchor);var f=l.getCursor(i,a,e.xanchor,e.yanchor);h(t,f)},doneFn:function(){if(h(t),void 0!==i&&void 0!==a){var n={};n[e._propPrefix+\"x\"]=i,n[e._propPrefix+\"y\"]=a,void 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o.warn(\"Fx.hover failed\",e,t),d.unhoverRaw(t,e)}var ct=1/0;function ut(t,r){for(G=0;G<rt.length;G++)if((Y=rt[G])&&Y[0]&&Y[0].trace&&!0===(W=Y[0].trace).visible&&0!==W._length&&-1===[\"carpet\",\"contourcarpet\"].indexOf(W._module.name)){if(\"splom\"===W.type?X=l[Z=0]:(X=v.getSubplot(W),Z=l.indexOf(X)),J=P,v.isUnifiedHover(J)&&(J=J.charAt(0)),$={cd:Y,trace:W,xa:_[Z],ya:w[Z],maxHoverDistance:O,maxSpikeDistance:B,index:!1,distance:Math.min(ct,O),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:p.defaultLine,name:W.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 0,zLabelVal:void 0,text:void 0},u[X]&&($.subplot=u[X]._subplot),u._splomScenes&&u._splomScenes[W.uid]&&($.scene=u._splomScenes[W.uid]),tt=et.length,\"array\"===J){var n=e[G];\"pointNumber\"in n?($.index=n.pointNumber,J=\"closest\"):(J=\"\",\"xval\"in n&&(K=n.xval,J=\"x\"),\"yval\"in n&&(Q=n.yval,J=J?\"closest\":\"y\"))}else void 0!==t&&void 0!==r?(K=t,Q=r):(K=V[Z],Q=H[Z]);if(0!==O)if(W._module&&W._module.hoverPoints){var a=W._module.hoverPoints($,K,Q,J,{finiteRange:!0,hoverLayer:u._hoverlayer});if(a)for(var s,c=0;c<a.length;c++)s=a[c],i(s.x0)&&i(s.y0)&&et.push(D(s,P))}else o.log(\"Unrecognized trace type in hover:\",W);if(\"closest\"===P&&et.length>tt&&(et.splice(0,tt),ct=et[0].distance),y&&0!==B&&0===et.length){$.distance=B,$.index=!1;var f=W._module.hoverPoints($,K,Q,\"closest\",{hoverLayer:u._hoverlayer});if(f&&(f=f.filter((function(t){return t.spikeDistance<=B}))),f&&f.length){var h,d=f.filter((function(t){return t.xa.showspikes&&\"hovered data\"!==t.xa.spikesnap}));if(d.length){var g=d[0];i(g.x0)&&i(g.y0)&&(h=ht(g),(!nt.vLinePoint||nt.vLinePoint.spikeDistance>h.spikeDistance)&&(nt.vLinePoint=h))}var m=f.filter((function(t){return t.ya.showspikes&&\"hovered data\"!==t.ya.spikesnap}));if(m.length){var x=m[0];i(x.x0)&&i(x.y0)&&(h=ht(x),(!nt.hLinePoint||nt.hLinePoint.spikeDistance>h.spikeDistance)&&(nt.hLinePoint=h))}}}}}function ft(t,e,r){for(var n,i=null,a=1/0,o=0;o<t.length;o++)n=t[o].spikeDistance,r&&0===o&&(n=-1/0),n<=a&&n<=e&&(i=t[o],a=n);return i}function ht(t){return t?{xa:t.xa,ya:t.ya,x:void 0!==t.xSpike?t.xSpike:(t.x0+t.x1)/2,y:void 0!==t.ySpike?t.ySpike:(t.y0+t.y1)/2,distance:t.distance,spikeDistance:t.spikeDistance,curveNumber:t.trace.index,color:t.color,pointNumber:t.index}:null}ut();var pt={fullLayout:u,container:u._hoverlayer,event:e},dt=t._spikepoints,gt={vLinePoint:nt.vLinePoint,hLinePoint:nt.hLinePoint};t._spikepoints=gt;var mt=function(){et.sort((function(t,e){return t.distance-e.distance})),et=function(t,e){for(var r=e.charAt(0),n=[],i=[],a=[],o=0;o<t.length;o++){var s=t[o];m.traceIs(s.trace,\"bar-like\")||m.traceIs(s.trace,\"box-violin\")?a.push(s):s.trace[r+\"period\"]?i.push(s):n.push(s)}return n.concat(i).concat(a)}(et,P)};mt();var vt=P.charAt(0),yt=(\"x\"===vt||\"y\"===vt)&&et[0]&&L[et[0].trace.type];if(y&&0!==B&&0!==et.length){var xt=ft(et.filter((function(t){return t.ya.showspikes})),B,yt);nt.hLinePoint=ht(xt);var bt=ft(et.filter((function(t){return t.xa.showspikes})),B,yt);nt.vLinePoint=ht(bt)}if(0===et.length){var _t=d.unhoverRaw(t,e);return!y||null===nt.hLinePoint&&null===nt.vLinePoint||F(dt)&&R(t,nt,pt),_t}y&&F(dt)&&R(t,nt,pt);if(v.isXYhover(J)&&0!==et[0].length&&\"splom\"!==et[0].trace.type){var wt=et[0],Tt=(et=E[wt.trace.type]?et.filter((function(t){return t.trace.index===wt.trace.index})):[wt]).length,kt=N(\"x\",wt,u),At=N(\"y\",wt,u);ut(kt,At);var Mt,St=[],Et={},Lt=0,Ct=function(t){var e=E[t.trace.type]?C(t):t.trace.index;if(Et[e]){var r=Et[e]-1,n=St[r];r>0&&Math.abs(t.distance)<Math.abs(n.distance)&&(St[r]=t)}else Lt++,Et[e]=Lt,St.push(t)};for(Mt=0;Mt<Tt;Mt++)Ct(et[Mt]);for(Mt=et.length-1;Mt>Tt-1;Mt--)Ct(et[Mt]);et=St,mt()}var Pt=t._hoverdata,It=[],Ot=j(t),zt=U(t);for(q=0;q<et.length;q++){var Dt=et[q],Rt=v.makeEventData(Dt,Dt.trace,Dt.cd);if(!1!==Dt.hovertemplate){var Ft=!1;Dt.cd[Dt.index]&&Dt.cd[Dt.index].ht&&(Ft=Dt.cd[Dt.index].ht),Dt.hovertemplate=Ft||Dt.trace.hovertemplate||!1}if(Dt.xa&&Dt.ya){var Bt=Dt.x0+Dt.xa._offset,Nt=Dt.x1+Dt.xa._offset,jt=Dt.y0+Dt.ya._offset,Ut=Dt.y1+Dt.ya._offset,Vt=Math.min(Bt,Nt),Ht=Math.max(Bt,Nt),qt=Math.min(jt,Ut),Gt=Math.max(jt,Ut);Rt.bbox={x0:Vt+zt,x1:Ht+zt,y0:qt+Ot,y1:Gt+Ot}}Dt.eventData=[Rt],It.push(Rt)}t._hoverdata=It;var Yt=\"y\"===P&&(rt.length>1||et.length>1)||\"closest\"===P&&it&&et.length>1,Wt=p.combine(u.plot_bgcolor||p.background,u.paper_bgcolor),Xt=I(et,{gd:t,hovermode:P,rotateLabels:Yt,bgColor:Wt,container:u._hoverlayer,outerContainer:u._paper.node(),commonLabelOpts:u.hoverlabel,hoverdistance:u.hoverdistance});v.isUnifiedHover(P)||(!function(t,e,r){var n,i,a,o,s,l,c,u=0,f=1,h=t.size(),p=new Array(h),d=0;function g(t){var e=t[0],r=t[t.length-1];if(i=e.pmin-e.pos-e.dp+e.size,a=r.pos+r.dp+r.size-e.pmax,i>.01){for(s=t.length-1;s>=0;s--)t[s].dp+=i;n=!1}if(!(a<.01)){if(i<-.01){for(s=t.length-1;s>=0;s--)t[s].dp-=a;n=!1}if(n){var c=0;for(o=0;o<t.length;o++)(l=t[o]).pos+l.dp+l.size>e.pmax&&c++;for(o=t.length-1;o>=0&&!(c<=0);o--)(l=t[o]).pos>e.pmax-1&&(l.del=!0,c--);for(o=0;o<t.length&&!(c<=0);o++)if((l=t[o]).pos<e.pmin+1)for(l.del=!0,c--,a=2*l.size,s=t.length-1;s>=0;s--)t[s].dp-=a;for(o=t.length-1;o>=0&&!(c<=0);o--)(l=t[o]).pos+l.dp+l.size>e.pmax&&(l.del=!0,c--)}}}t.each((function(t){var n=t[e],i=\"x\"===n._id.charAt(0),a=n.range;0===d&&a&&a[0]>a[1]!==i&&(f=-1),p[d++]=[{datum:t,traceIndex:t.trace.index,dp:0,pos:t.pos,posref:t.posref,size:t.by*(i?T:1)/2,pmin:0,pmax:i?r.width:r.height}]})),p.sort((function(t,e){return t[0].posref-e[0].posref||f*(e[0].traceIndex-t[0].traceIndex)}));for(;!n&&u<=h;){for(u++,n=!0,o=0;o<p.length-1;){var m=p[o],v=p[o+1],y=m[m.length-1],x=v[0];if((i=y.pos+y.dp+y.size-x.pos-x.dp+x.size)>.01&&y.pmin===x.pmin&&y.pmax===x.pmax){for(s=v.length-1;s>=0;s--)v[s].dp+=i;for(m.push.apply(m,v),p.splice(o+1,1),c=0,s=m.length-1;s>=0;s--)c+=m[s].dp;for(a=c/m.length,s=m.length-1;s>=0;s--)m[s].dp-=a;n=!1}else o++}p.forEach(g)}for(o=p.length-1;o>=0;o--){var b=p[o];for(s=b.length-1;s>=0;s--){var _=b[s],w=_.datum;w.offset=_.dp,w.del=_.del}}}(Xt,Yt?\"xa\":\"ya\",u),z(Xt,Yt,u._invScaleX,u._invScaleY));if(s&&s.tagName){var Zt=m.getComponentMethod(\"annotations\",\"hasClickToShow\")(t,It);f(n.select(s),Zt?\"pointer\":\"\")}if(!s||a||!function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n>=0;n--){var i=r[n],a=t._hoverdata[n];if(i.curveNumber!==a.curveNumber||String(i.pointNumber)!==String(a.pointNumber)||String(i.pointNumbers)!==String(a.pointNumbers))return!0}return!1}(t,0,Pt))return;Pt&&t.emit(\"plotly_unhover\",{event:e,points:Pt});t.emit(\"plotly_hover\",{event:e,points:t._hoverdata,xaxes:_,yaxes:w,xvals:V,yvals:H})}(t,e,r,a,s)}))},r.loneHover=function(t,e){var r=!0;Array.isArray(t)||(r=!1,t=[t]);var i=e.gd,a=j(i),o=U(i),s=I(t.map((function(t){var r=t._x0||t.x0||t.x||0,n=t._x1||t.x1||t.x||0,s=t._y0||t.y0||t.y||0,l=t._y1||t.y1||t.y||0,c=t.eventData;if(c){var u=Math.min(r,n),f=Math.max(r,n),h=Math.min(s,l),d=Math.max(s,l),g=t.trace;if(m.traceIs(g,\"gl3d\")){var v=i._fullLayout[g.scene]._scene.container,y=v.offsetLeft,x=v.offsetTop;u+=y,f+=y,h+=x,d+=x}c.bbox={x0:u+o,x1:f+o,y0:h+a,y1:d+a},e.inOut_bbox&&e.inOut_bbox.push(c.bbox)}else c=!1;return{color:t.color||p.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,hovertemplateLabels:t.hovertemplateLabels||!1,eventData:c}})),{gd:i,hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||p.background,container:n.select(e.container),outerContainer:e.outerContainer||e.container}),l=0,c=0;return s.sort((function(t,e){return t.y0-e.y0})).each((function(t,r){var n=t.y0-t.by/2;t.offset=n-5<l?l-n+5:0,l=n+t.by+t.offset,r===e.anchorIndex&&(c=t.offset)})).each((function(t){t.offset-=c})),z(s,!1,i._fullLayout._invScaleX,i._fullLayout._invScaleY),r?s:s.node()};var P=/<extra>([\\s\\S]*)<\\/extra>/;function I(t,e){var r=e.gd,i=r._fullLayout,a=e.hovermode,c=e.rotateLabels,f=e.bgColor,d=e.container,g=e.outerContainer,w=e.commonLabelOpts||{};if(0===t.length)return[[]];var T=e.fontFamily||y.HOVERFONT,k=e.fontSize||y.HOVERFONTSIZE,A=t[0],E=A.xa,L=A.ya,P=a.charAt(0),I=A[P+\"Label\"],z=V(r,g),D=z.top,R=z.width,F=z.height,B=void 0!==I&&A.distance<=e.hoverdistance&&(\"x\"===a||\"y\"===a);if(B){var N,j,U=!0;for(N=0;N<t.length;N++)if(U&&void 0===t[N].zLabel&&(U=!1),j=t[N].hoverinfo||t[N].trace.hoverinfo){var H=Array.isArray(j)?j:j.split(\"+\");if(-1===H.indexOf(\"all\")&&-1===H.indexOf(a)){B=!1;break}}U&&(B=!1)}var q=d.selectAll(\"g.axistext\").data(B?[0]:[]);if(q.enter().append(\"g\").classed(\"axistext\",!0),q.exit().remove(),q.each((function(){var t=n.select(this),e=o.ensureSingle(t,\"path\",\"\",(function(t){t.style({\"stroke-width\":\"1px\"})})),l=o.ensureSingle(t,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),c=w.bgcolor||p.defaultLine,f=w.bordercolor||p.contrast(c),d=p.contrast(c),g={family:w.font.family||T,size:w.font.size||k,color:w.font.color||d};e.style({fill:c,stroke:f}),l.text(I).call(h.font,g).call(u.positionText,0,0).call(u.convertToTspans,r),t.attr(\"transform\",\"\");var m,v,y=V(r,l.node());if(\"x\"===a){var x=\"top\"===E.side?\"-\":\"\";l.attr(\"text-anchor\",\"middle\").call(u.positionText,0,\"top\"===E.side?D-y.bottom-M-S:D-y.top+M+S),m=E._offset+(A.x0+A.x1)/2,v=L._offset+(\"top\"===E.side?0:L._length);var b=y.width/2+S;m<b?(m=b,e.attr(\"d\",\"M-\"+(b-M)+\",0L-\"+(b-2*M)+\",\"+x+M+\"H\"+(S+y.width/2)+\"v\"+x+(2*S+y.height)+\"H-\"+b+\"V\"+x+M+\"Z\")):m>i.width-b?(m=i.width-b,e.attr(\"d\",\"M\"+(b-M)+\",0L\"+b+\",\"+x+M+\"v\"+x+(2*S+y.height)+\"H-\"+b+\"V\"+x+M+\"H\"+(b-2*M)+\"Z\")):e.attr(\"d\",\"M0,0L\"+M+\",\"+x+M+\"H\"+(S+y.width/2)+\"v\"+x+(2*S+y.height)+\"H-\"+(S+y.width/2)+\"V\"+x+M+\"H-\"+M+\"Z\")}else{var _,C,P;\"right\"===L.side?(_=\"start\",C=1,P=\"\",m=E._offset+E._length):(_=\"end\",C=-1,P=\"-\",m=E._offset),v=L._offset+(A.y0+A.y1)/2,l.attr(\"text-anchor\",_),e.attr(\"d\",\"M0,0L\"+P+M+\",\"+M+\"V\"+(S+y.height/2)+\"h\"+P+(2*S+y.width)+\"V-\"+(S+y.height/2)+\"H\"+P+M+\"V-\"+M+\"Z\");var O,z=y.height/2,R=D-y.top-z,F=\"clip\"+i._uid+\"commonlabel\"+L._id;if(m<y.width+2*S+M){O=\"M-\"+(M+S)+\"-\"+z+\"h-\"+(y.width-S)+\"V\"+z+\"h\"+(y.width-S)+\"Z\";var B=y.width-m+S;u.positionText(l,B,R),\"end\"===_&&l.selectAll(\"tspan\").each((function(){var t=n.select(this),e=h.tester.append(\"text\").text(t.text()).call(h.font,g),i=V(r,e.node());Math.round(i.width)<Math.round(y.width)&&t.attr(\"x\",B-i.width),e.remove()}))}else u.positionText(l,C*(S+M),R),O=null;var N=i._topclips.selectAll(\"#\"+F).data(O?[0]:[]);N.enter().append(\"clipPath\").attr(\"id\",F).append(\"path\"),N.exit().remove(),N.select(\"path\").attr(\"d\",O),h.setClipUrl(l,O?F:null,r)}t.attr(\"transform\",s(m,v))})),v.isUnifiedHover(a)){d.selectAll(\"g.hovertext\").remove();var G=t.filter((function(t){return\"none\"!==t.hoverinfo}));if(0===G.length)return;var Y=i.hoverlabel,W=Y.font,X={showlegend:!0,legend:{title:{text:I,font:W},font:W,bgcolor:Y.bgcolor,bordercolor:Y.bordercolor,borderwidth:1,tracegroupgap:7,traceorder:i.legend?i.legend.traceorder:void 0,orientation:\"v\"}},Z={font:W};x(X,Z,r._fullData);var J=Z.legend;J.entries=[];for(var K=0;K<G.length;K++){var Q=G[K];if(\"none\"!==Q.hoverinfo){var $=O(Q,!0,a,i,I),tt=$[0],et=$[1];Q.name=et,Q.text=\"\"!==et?et+\" : 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n=t(\"@plotly/d3\"),i=t(\"../../lib\"),a=t(\"../../plots/plots\"),o=t(\"../../registry\"),s=t(\"../../lib/events\"),l=t(\"../dragelement\"),c=t(\"../drawing\"),u=t(\"../color\"),f=t(\"../../lib/svg_text_utils\"),h=t(\"./handle_click\"),p=t(\"./constants\"),d=t(\"../../constants/alignment\"),g=d.LINE_SPACING,m=d.FROM_TL,v=d.FROM_BR,y=t(\"./get_legend_data\"),x=t(\"./style\"),b=t(\"./helpers\");function _(t,e,r,n,i){var a=r.data()[0][0].trace,l={event:i,node:r.node(),curveNumber:a.index,expandedIndex:a._expandedIndex,data:t.data,layout:t.layout,frames:t._transitionData._frames,config:t._context,fullData:t._fullData,fullLayout:t._fullLayout};if(a._group&&(l.group=a._group),o.traceIs(a,\"pie-like\")&&(l.label=r.datum()[0].label),!1!==s.triggerHandler(t,\"plotly_legendclick\",l))if(1===n)e._clickTimeout=setTimeout((function(){t._fullLayout&&h(r,t,n)}),t._context.doubleClickDelay);else 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axes\")},attr:\"zoom\",val:\"reset\",icon:o.home,click:f},u.hoverClosestCartesian={name:\"hoverClosestCartesian\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:f},u.hoverCompareCartesian={name:\"hoverCompareCartesian\",_cat:\"hoverCompare\",title:function(t){return c(t,\"Compare data on hover\")},attr:\"hovermode\",val:function(t){return t._fullLayout._isHoriz?\"y\":\"x\"},icon:o.tooltip_compare,gravity:\"ne\",click:f},u.zoom3d={name:\"zoom3d\",_cat:\"zoom\",title:function(t){return c(t,\"Zoom\")},attr:\"scene.dragmode\",val:\"zoom\",icon:o.zoombox,click:h},u.pan3d={name:\"pan3d\",_cat:\"pan\",title:function(t){return c(t,\"Pan\")},attr:\"scene.dragmode\",val:\"pan\",icon:o.pan,click:h},u.orbitRotation={name:\"orbitRotation\",title:function(t){return c(t,\"Orbital 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in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:g},u.zoomOutGeo={name:\"zoomOutGeo\",_cat:\"zoomout\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:g},u.resetGeo={name:\"resetGeo\",_cat:\"reset\",title:function(t){return c(t,\"Reset\")},attr:\"reset\",val:null,icon:o.autoscale,click:g},u.hoverClosestGeo={name:\"hoverClosestGeo\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:v},u.hoverClosestGl2d={name:\"hoverClosestGl2d\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:v},u.hoverClosestPie={name:\"hoverClosestPie\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:v},u.resetViewSankey={name:\"resetSankeyGroup\",title:function(t){return c(t,\"Reset view\")},icon:o.home,click:function(t){for(var e={\"node.groups\":[],\"node.x\":[],\"node.y\":[]},r=0;r<t._fullData.length;r++){var i=t._fullData[r]._viewInitial;e[\"node.groups\"].push(i.node.groups.slice()),e[\"node.x\"].push(i.node.x.slice()),e[\"node.y\"].push(i.node.y.slice())}n.call(\"restyle\",t,e)}},u.toggleHover={name:\"toggleHover\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);r.hovermode=m(t),n.call(\"_guiRelayout\",t,r)}},u.resetViews={name:\"resetViews\",title:function(t){return c(t,\"Reset views\")},icon:o.home,click:function(t,e){var r=e.currentTarget;r.setAttribute(\"data-attr\",\"zoom\"),r.setAttribute(\"data-val\",\"reset\"),f(t,e),r.setAttribute(\"data-attr\",\"resetLastSave\"),p(t,e),x(t,\"geo\"),x(t,\"mapbox\")}},u.toggleSpikelines={name:\"toggleSpikelines\",title:function(t){return c(t,\"Toggle Spike Lines\")},icon:o.spikeline,attr:\"_cartesianSpikesEnabled\",val:\"on\",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled=\"on\"===r?\"off\":\"on\",n.call(\"_guiRelayout\",t,function(t){for(var e=\"on\"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+\".showspikes\"]=!!e||o._showSpikeInitial}return n}(t))}},u.resetViewMapbox={name:\"resetViewMapbox\",_cat:\"resetView\",title:function(t){return c(t,\"Reset view\")},attr:\"reset\",icon:o.home,click:function(t){x(t,\"mapbox\")}},u.zoomInMapbox={name:\"zoomInMapbox\",_cat:\"zoomin\",title:function(t){return c(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:y},u.zoomOutMapbox={name:\"zoomOutMapbox\",_cat:\"zoomout\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:y}},{\"../../fonts/ploticon\":482,\"../../lib\":503,\"../../plots/cartesian/axis_ids\":558,\"../../plots/plots\":619,\"../../registry\":638,\"../shapes/draw\":450}],427:[function(t,e,r){\"use strict\";var n=t(\"./buttons\"),i=Object.keys(n),a=[\"drawline\",\"drawopenpath\",\"drawclosedpath\",\"drawcircle\",\"drawrect\",\"eraseshape\"],o=[\"v1hovermode\",\"hoverclosest\",\"hovercompare\",\"togglehover\",\"togglespikelines\"].concat(a),s=[];i.forEach((function(t){!function(t){if(-1===o.indexOf(t._cat||t.name)){var e=t.name,r=(t._cat||t.name).toLowerCase();-1===s.indexOf(e)&&s.push(e),-1===s.indexOf(r)&&s.push(r)}}(n[t])})),s.sort(),e.exports={DRAW_MODES:a,backButtons:o,foreButtons:s}},{\"./buttons\":426}],428:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\"),a=t(\"../../plot_api/plot_template\"),o=t(\"./attributes\");e.exports=function(t,e){var r=t.modebar||{},s=a.newContainer(e,\"modebar\");function l(t,e){return n.coerce(r,s,o,t,e)}l(\"orientation\"),l(\"bgcolor\",i.addOpacity(e.paper_bgcolor,.5));var c=i.contrast(i.rgb(e.modebar.bgcolor));l(\"color\",i.addOpacity(c,.3)),l(\"activecolor\",i.addOpacity(c,.7)),l(\"uirevision\",e.uirevision),l(\"add\"),l(\"remove\")}},{\"../../lib\":503,\"../../plot_api/plot_template\":543,\"../color\":366,\"./attributes\":425}],429:[function(t,e,r){\"use strict\";e.exports={moduleType:\"component\",name:\"modebar\",layoutAttributes:t(\"./attributes\"),supplyLayoutDefaults:t(\"./defaults\"),manage:t(\"./manage\")}},{\"./attributes\":425,\"./defaults\":428,\"./manage\":430}],430:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axis_ids\"),i=t(\"../../traces/scatter/subtypes\"),a=t(\"../../registry\"),o=t(\"../fx/helpers\").isUnifiedHover,s=t(\"./modebar\"),l=t(\"./buttons\"),c=t(\"./constants\").DRAW_MODES;e.exports=function(t){var e=t._fullLayout,r=t._context,u=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([\"*modeBarButtonsToRemove* configuration options\",\"must be an array.\"].join(\" \"));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([\"*modeBarButtonsToAdd* configuration options\",\"must be an array.\"].join(\" \"));var f,h=r.modeBarButtons;f=Array.isArray(h)&&h.length?function(t){for(var e=0;e<t.length;e++)for(var r=t[e],n=0;n<r.length;n++){var i=r[n];if(\"string\"==typeof i){if(void 0===l[i])throw new Error([\"*modeBarButtons* configuration options\",\"invalid button name\"].join(\" \"));t[e][n]=l[i]}}return t}(h):!r.displayModeBar&&r.watermark?[]:function(t){var e=t._fullLayout,r=t._fullData,s=t._context;function u(t,e){if(\"string\"==typeof e){if(e.toLowerCase()===t.toLowerCase())return!0}else{var r=e.name,n=e._cat||e.name;if(r===t||n===t.toLowerCase())return!0}return!1}var f=e.modebar.add;\"string\"==typeof f&&(f=[f]);var h=e.modebar.remove;\"string\"==typeof h&&(h=[h]);var p=s.modeBarButtonsToAdd.concat(f.filter((function(t){for(var e=0;e<s.modeBarButtonsToRemove.length;e++)if(u(t,s.modeBarButtonsToRemove[e]))return!1;return!0}))),d=s.modeBarButtonsToRemove.concat(h.filter((function(t){for(var e=0;e<s.modeBarButtonsToAdd.length;e++)if(u(t,s.modeBarButtonsToAdd[e]))return!1;return!0}))),g=e._has(\"cartesian\"),m=e._has(\"gl3d\"),v=e._has(\"geo\"),y=e._has(\"pie\"),x=e._has(\"funnelarea\"),b=e._has(\"gl2d\"),_=e._has(\"ternary\"),w=e._has(\"mapbox\"),T=e._has(\"polar\"),k=e._has(\"smith\"),A=e._has(\"sankey\"),M=function(t){for(var e=n.list({_fullLayout:t},null,!0),r=0;r<e.length;r++)if(!e[r].fixedrange)return!1;return!0}(e),S=o(e.hovermode),E=[];function L(t){if(t.length){for(var e=[],r=0;r<t.length;r++){for(var n=t[r],i=l[n],a=i.name.toLowerCase(),o=(i._cat||i.name).toLowerCase(),s=!1,c=0;c<d.length;c++){var u=d[c].toLowerCase();if(u===a||u===o){s=!0;break}}s||e.push(l[n])}E.push(e)}}var C=[\"toImage\"];s.showEditInChartStudio?C.push(\"editInChartStudio\"):s.showSendToCloud&&C.push(\"sendDataToCloud\");L(C);var P=[],I=[],O=[],z=[];(g||b||y||x||_)+v+m+w+T+k>1?(I=[\"toggleHover\"],O=[\"resetViews\"]):v?(P=[\"zoomInGeo\",\"zoomOutGeo\"],I=[\"hoverClosestGeo\"],O=[\"resetGeo\"]):m?(I=[\"hoverClosest3d\"],O=[\"resetCameraDefault3d\",\"resetCameraLastSave3d\"]):w?(P=[\"zoomInMapbox\",\"zoomOutMapbox\"],I=[\"toggleHover\"],O=[\"resetViewMapbox\"]):b?I=[\"hoverClosestGl2d\"]:y?I=[\"hoverClosestPie\"]:A?(I=[\"hoverClosestCartesian\",\"hoverCompareCartesian\"],O=[\"resetViewSankey\"]):I=[\"toggleHover\"];g&&(I=[\"toggleSpikelines\",\"hoverClosestCartesian\",\"hoverCompareCartesian\"]);(function(t){for(var e=0;e<t.length;e++)if(!a.traceIs(t[e],\"noHover\"))return!1;return!0}(r)||S)&&(I=[]);!g&&!b||M||(P=[\"zoomIn2d\",\"zoomOut2d\",\"autoScale2d\"],\"resetViews\"!==O[0]&&(O=[\"resetScale2d\"]));m?z=[\"zoom3d\",\"pan3d\",\"orbitRotation\",\"tableRotation\"]:(g||b)&&!M||_?z=[\"zoom2d\",\"pan2d\"]:w||v?z=[\"pan2d\"]:T&&(z=[\"zoom2d\"]);(function(t){for(var e=!1,r=0;r<t.length&&!e;r++){var n=t[r];n._module&&n._module.selectPoints&&(a.traceIs(n,\"scatter-like\")?(i.hasMarkers(n)||i.hasText(n))&&(e=!0):a.traceIs(n,\"box-violin\")&&\"all\"!==n.boxpoints&&\"all\"!==n.points||(e=!0))}return e})(r)&&z.push(\"select2d\",\"lasso2d\");var D=[],R=function(t){-1===D.indexOf(t)&&-1!==I.indexOf(t)&&D.push(t)};if(Array.isArray(p)){for(var F=[],B=0;B<p.length;B++){var N=p[B];\"string\"==typeof N?(N=N.toLowerCase(),-1!==c.indexOf(N)?(e._has(\"mapbox\")||e._has(\"cartesian\"))&&z.push(N):\"togglespikelines\"===N?R(\"toggleSpikelines\"):\"togglehover\"===N?R(\"toggleHover\"):\"hovercompare\"===N?R(\"hoverCompareCartesian\"):\"hoverclosest\"===N?(R(\"hoverClosestCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\")):\"v1hovermode\"===N&&(R(\"toggleHover\"),R(\"hoverClosestCartesian\"),R(\"hoverCompareCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\"))):F.push(N)}p=F}return L(z),L(P.concat(O)),L(D),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r<e.length;r++)t.push(e[r]);else t.push(e);return t}(E,p)}(t),u?u.update(t,f):e._modeBar=s(t,f)}else u&&(u.destroy(),delete e._modeBar)}},{\"../../plots/cartesian/axis_ids\":558,\"../../registry\":638,\"../../traces/scatter/subtypes\":952,\"../fx/helpers\":402,\"./buttons\":426,\"./constants\":427,\"./modebar\":431}],431:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"fast-isnumeric\"),a=t(\"../../lib\"),o=t(\"../../fonts/ploticon\"),s=t(\"../../version\").version,l=new DOMParser;function c(t){this.container=t.container,this.element=document.createElement(\"div\"),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var u=c.prototype;u.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i=\"modebar-\"+n._uid;this.element.setAttribute(\"id\",i),this._uid=i,this.element.className=\"modebar\",\"hover\"===r.displayModeBar&&(this.element.className+=\" modebar--hover ease-bg\"),\"v\"===n.modebar.orientation&&(this.element.className+=\" vertical\",e=e.reverse());var o=n.modebar,s=\"hover\"===r.displayModeBar?\".js-plotly-plot .plotly:hover \":\"\";a.deleteRelatedStyleRule(i),a.addRelatedStyleRule(i,s+\"#\"+i+\" .modebar-group\",\"background-color: \"+o.bgcolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn .icon path\",\"fill: \"+o.color),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn:hover .icon path\",\"fill: \"+o.activecolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn.active .icon path\",\"fill: \"+o.activecolor);var l=!this.hasButtons(e),c=this.hasLogo!==r.displaylogo,u=this.locale!==r.locale;if(this.locale=r.locale,(l||c||u)&&(this.removeAllButtons(),this.updateButtons(e),r.watermark||r.displaylogo)){var f=this.getLogo();r.watermark&&(f.className=f.className+\" watermark\"),\"v\"===n.modebar.orientation?this.element.insertBefore(f,this.element.childNodes[0]):this.element.appendChild(f),this.hasLogo=!0}this.updateActiveButton()},u.updateButtons=function(t){var e=this;this.buttons=t,this.buttonElements=[],this.buttonsNames=[],this.buttons.forEach((function(t){var r=e.createGroup();t.forEach((function(t){var n=t.name;if(!n)throw new Error(\"must provide button 'name' in button config\");if(-1!==e.buttonsNames.indexOf(n))throw new Error(\"button name '\"+n+\"' is taken\");e.buttonsNames.push(n);var i=e.createButton(t);e.buttonElements.push(i),r.appendChild(i)})),e.element.appendChild(r)}))},u.createGroup=function(){var t=document.createElement(\"div\");return t.className=\"modebar-group\",t},u.createButton=function(t){var e=this,r=document.createElement(\"a\");r.setAttribute(\"rel\",\"tooltip\"),r.className=\"modebar-btn\";var i=t.title;void 0===i?i=t.name:\"function\"==typeof i&&(i=i(this.graphInfo)),(i||0===i)&&r.setAttribute(\"data-title\",i),void 0!==t.attr&&r.setAttribute(\"data-attr\",t.attr);var a=t.val;if(void 0!==a&&(\"function\"==typeof a&&(a=a(this.graphInfo)),r.setAttribute(\"data-val\",a)),\"function\"!=typeof t.click)throw new Error(\"must provide button 'click' function in button config\");r.addEventListener(\"click\",(function(r){t.click(e.graphInfo,r),e.updateActiveButton(r.currentTarget)})),r.setAttribute(\"data-toggle\",t.toggle||!1),t.toggle&&n.select(r).classed(\"active\",!0);var s=t.icon;return\"function\"==typeof s?r.appendChild(s()):r.appendChild(this.createIcon(s||o.question)),r.setAttribute(\"data-gravity\",t.gravity||\"n\"),r},u.createIcon=function(t){var e,r=i(t.height)?Number(t.height):t.ascent-t.descent,n=\"http://www.w3.org/2000/svg\";if(t.path){(e=document.createElementNS(n,\"svg\")).setAttribute(\"viewBox\",[0,0,t.width,r].join(\" \")),e.setAttribute(\"class\",\"icon\");var a=document.createElementNS(n,\"path\");a.setAttribute(\"d\",t.path),t.transform?a.setAttribute(\"transform\",t.transform):void 0!==t.ascent&&a.setAttribute(\"transform\",\"matrix(1 0 0 -1 0 \"+t.ascent+\")\"),e.appendChild(a)}t.svg&&(e=l.parseFromString(t.svg,\"application/xml\").childNodes[0]);return e.setAttribute(\"height\",\"1em\"),e.setAttribute(\"width\",\"1em\"),e},u.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute(\"data-attr\"):null;this.buttonElements.forEach((function(t){var i=t.getAttribute(\"data-val\")||!0,o=t.getAttribute(\"data-attr\"),s=\"true\"===t.getAttribute(\"data-toggle\"),l=n.select(t);if(s)o===r&&l.classed(\"active\",!l.classed(\"active\"));else{var c=null===o?o:a.nestedProperty(e,o).get();l.classed(\"active\",c===i)}}))},u.hasButtons=function(t){var e=this.buttons;if(!e)return!1;if(t.length!==e.length)return!1;for(var r=0;r<t.length;++r){if(t[r].length!==e[r].length)return!1;for(var 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t.match(n.segmentRE).forEach((function(t){var a=e[t.charAt(0)].drawn;if(void 0!==a){var o=t.substr(1).match(n.paramRE);!o||o.length<a||r.push(i.cleanNumber(o[a]))}})),r},r.getDataToPixel=function(t,e,n,i){var a,o=t._fullLayout._size;if(e)if(\"domain\"===i)a=function(t){return e._length*(n?1-t:t)+e._offset};else{var s=r.shapePositionToRange(e);a=function(t){return e._offset+e.r2p(s(t,!0))},\"date\"===e.type&&(a=r.decodeDate(a))}else a=n?function(t){return o.t+o.h*(1-t)}:function(t){return o.l+o.w*t};return a},r.getPixelToData=function(t,e,n,i){var a,o=t._fullLayout._size;if(e)if(\"domain\"===i)a=function(t){var r=(t-e._offset)/e._length;return n?1-r:r};else{var s=r.rangeToShapePosition(e);a=function(t){return s(e.p2r(t-e._offset))}}else a=n?function(t){return 1-(t-o.t)/o.h}:function(t){return(t-o.l)/o.w};return a},r.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n},r.makeOptionsAndPlotinfo=function(t,e){var 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n=t(\"../../plots/font_attributes\"),i=t(\"../../plots/pad_attributes\"),a=t(\"../../lib/extend\").extendDeepAll,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/animation_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"./constants\"),u=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});e.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:a(i({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":493,\"../../plot_api/edit_types\":536,\"../../plot_api/plot_template\":543,\"../../plots/animation_attributes\":548,\"../../plots/font_attributes\":585,\"../../plots/pad_attributes\":618,\"./constants\":460}],460:[function(t,e,r){\"use 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T={y:e.y,b:u.height*g[w],t:u.height*d[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*g[b]):(T.x=e.x,T.l=u.outerLength*d[b],T.r=u.outerLength*g[b]),i.autoMargin(t,m(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i=\"left\";break;case\"center\":n=.5*a.inputAreaLength,i=\"middle\";break;default:n=f.currentValueInset,i=\"left\"}var l=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":i,\"data-notex\":1})})),u=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)u+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),u+=h}e.currentvalue.suffix&&(u+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(u).call(c.convertToTspans,e._gd);var g=c.lineCount(l),m=(a.currentValueMaxLines+1-g)*e.currentvalue.font.size*p;return 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n=t(\"@plotly/d3\"),i=t(\"d3-time-format\").utcFormat,a=t(\"d3-format\").format,o=t(\"fast-isnumeric\"),s=t(\"../constants/numerical\"),l=s.FP_SAFE,c=-l,u=s.BADNUM,f=e.exports={};f.adjustFormat=function(t){return!t||/^\\d[.]\\df/.test(t)||/[.]\\d%/.test(t)?t:\"0.f\"===t?\"~f\":/^\\d%/.test(t)?\"~%\":/^\\ds/.test(t)?\"~s\":!/^[~,.0$]/.test(t)&&/[&fps]/.test(t)?\"~\"+t:t};var h={};f.warnBadFormat=function(t){var e=String(t);h[e]||(h[e]=1,f.warn('encountered bad format: \"'+e+'\"'))},f.noFormat=function(t){return String(t)},f.numberFormat=function(t){var e;try{e=a(f.adjustFormat(t))}catch(e){return f.warnBadFormat(t),f.noFormat}return e},f.nestedProperty=t(\"./nested_property\"),f.keyedContainer=t(\"./keyed_container\"),f.relativeAttr=t(\"./relative_attr\"),f.isPlainObject=t(\"./is_plain_object\"),f.toLogRange=t(\"./to_log_range\"),f.relinkPrivateKeys=t(\"./relink_private\");var 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l(t,e){this.element=t,this.plot=e,this.mouseListener=null,this.wheelListener=null,this.lastInputTime=Date.now(),this.lastPos=[0,0],this.boxEnabled=!1,this.boxInited=!1,this.boxStart=[0,0],this.boxEnd=[0,0],this.dragStart=[0,0]}e.exports=function(t){var e=t.mouseContainer,r=t.glplot,c=new l(e,r);function u(){t.xaxis.autorange=!1,t.yaxis.autorange=!1}function f(e,n,i){var a,s,l=t.calcDataBox(),f=r.viewBox,h=c.lastPos[0],p=c.lastPos[1],d=o.MINDRAG*r.pixelRatio,g=o.MINZOOM*r.pixelRatio;function m(e,r,n){var i=Math.min(r,n),a=Math.max(r,n);i!==a?(l[e]=i,l[e+2]=a,c.dataBox=l,t.setRanges(l)):(t.selectBox.selectBox=[0,0,1,1],t.glplot.setDirty())}switch(n*=r.pixelRatio,i*=r.pixelRatio,i=f[3]-f[1]-i,t.fullLayout.dragmode){case\"zoom\":if(e){var v=n/(f[2]-f[0])*(l[2]-l[0])+l[0],y=i/(f[3]-f[1])*(l[3]-l[1])+l[1];c.boxInited||(c.boxStart[0]=v,c.boxStart[1]=y,c.dragStart[0]=n,c.dragStart[1]=i),c.boxEnd[0]=v,c.boxEnd[1]=y,c.boxInited=!0,c.boxEnabled||c.boxStart[0]===c.boxEnd[0]&&c.boxStart[1]===c.boxEnd[1]||(c.boxEnabled=!0);var x=Math.abs(c.dragStart[0]-n)<g,b=Math.abs(c.dragStart[1]-i)<g;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,i=0;i<e.length;i++)if(-1!==e[i][r]){if(-1!==e[i][n])return!0;break}return!1}()||x&&b)x&&(c.boxEnd[0]=c.boxStart[0]),b&&(c.boxEnd[1]=c.boxStart[1]);else{a=c.boxEnd[0]-c.boxStart[0],s=c.boxEnd[1]-c.boxStart[1];var _=(l[3]-l[1])/(l[2]-l[0]);Math.abs(a*_)>Math.abs(s)?(c.boxEnd[1]=c.boxStart[1]+Math.abs(a)*_*(s>=0?1:-1),c.boxEnd[1]<l[1]?(c.boxEnd[1]=l[1],c.boxEnd[0]=c.boxStart[0]+(l[1]-c.boxStart[1])/Math.abs(_)):c.boxEnd[1]>l[3]&&(c.boxEnd[1]=l[3],c.boxEnd[0]=c.boxStart[0]+(l[3]-c.boxStart[1])/Math.abs(_))):(c.boxEnd[0]=c.boxStart[0]+Math.abs(s)/_*(a>=0?1:-1),c.boxEnd[0]<l[0]?(c.boxEnd[0]=l[0],c.boxEnd[1]=c.boxStart[1]+(l[0]-c.boxStart[0])*Math.abs(_)):c.boxEnd[0]>l[2]&&(c.boxEnd[0]=l[2],c.boxEnd[1]=c.boxStart[1]+(l[2]-c.boxStart[0])*Math.abs(_)))}}else c.boxEnabled?(a=c.boxStart[0]!==c.boxEnd[0],s=c.boxStart[1]!==c.boxEnd[1],a||s?(a&&(m(0,c.boxStart[0],c.boxEnd[0]),t.xaxis.autorange=!1),s&&(m(1,c.boxStart[1],c.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),c.boxEnabled=!1,c.boxInited=!1):c.boxInited&&(c.boxInited=!1);break;case\"pan\":c.boxEnabled=!1,c.boxInited=!1,e?(c.panning||(c.dragStart[0]=n,c.dragStart[1]=i),Math.abs(c.dragStart[0]-n)<d&&(n=c.dragStart[0]),Math.abs(c.dragStart[1]-i)<d&&(i=c.dragStart[1]),a=(h-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-i)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=a,l[2]+=a,l[1]+=s,l[3]+=s,t.setRanges(l),c.panning=!0,c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations()):c.panning&&(c.panning=!1,t.relayoutCallback())}c.lastPos[0]=n,c.lastPos[1]=i}return c.mouseListener=n(e,f),e.addEventListener(\"touchstart\",(function(t){var r=a(t.changedTouches[0],e);f(0,r[0],r[1]),f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=a(t.changedTouches[0],e);f(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){f(0,c.lastPos[0],c.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),c.wheelListener=i(e,(function(e,n){if(!t.scrollZoom)return!1;var i=t.calcDataBox(),a=r.viewBox,o=c.lastPos[0],s=c.lastPos[1],l=Math.exp(5*n/(a[3]-a[1])),f=o/(a[2]-a[0])*(i[2]-i[0])+i[0],h=s/(a[3]-a[1])*(i[3]-i[1])+i[1];return i[0]=(i[0]-f)*l+f,i[2]=(i[2]-f)*l+f,i[1]=(i[1]-h)*l+h,i[3]=(i[3]-h)*l+h,t.setRanges(i),c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),c}},{\"../cartesian/constants\":561,\"has-passive-events\":229,\"mouse-change\":241,\"mouse-event-offset\":242,\"mouse-wheel\":244}],595:[function(t,e,r){\"use strict\";var n=t(\"../cartesian/axes\"),i=t(\"../../lib/str2rgbarray\");function a(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=a.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,a,o,l,c,u,f,h,p;for(this.titleEnable=!1,this.backgroundColor=i(t.plot_bgcolor),h=0;h<2;++h){var d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,a=r.mirror||!1,u=c?-1!==String(a).indexOf(\"all\"):!!a,f=c?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[h]=r.showline),(l||u)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=function(t){return new a(t)}},{\"../../lib/str2rgbarray\":528,\"../cartesian/axes\":554}],596:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"./scene2d\"),a=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];if(s._scene2d){var c=u(t,\"gl2d\",o);0===c.length&&(s._scene2d.destroy(),delete n._plots[o])}}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":407,\"../../constants/xmlns_namespaces\":480,\"../../plot_api/edit_types\":536,\"../cartesian\":568,\"../cartesian/attributes\":552,\"../cartesian/constants\":561,\"../get_data\":593,\"../layout_attributes\":610,\"./scene2d\":597}],597:[function(t,e,r){\"use strict\";var n,i,a=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"../../../stackgl_modules\").gl_plot2d,c=t(\"../../../stackgl_modules\").gl_spikes2d,u=t(\"../../../stackgl_modules\").gl_select_box,f=t(\"webgl-context\"),h=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),g=t(\"../cartesian/constraints\"),m=g.enforce,v=g.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=t(\"../../components/dragelement/helpers\"),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=a[4*(r*o+l)+c];a[4*(r*o+l)+c]=a[4*(r*s+l)+c],a[4*(r*s+l)+c]=u}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\"),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[u.l+f[0]*u.w,u.b+h[0]*u.h,i-u.r-(1-f[1])*u.w,a-u.t-(1-h[1])*u.h],this.mouseContainer.style.width=u.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=u.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=u.h*(h[1]-h[0]),this.mouseContainer.style.left=u.l+f[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-h[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();m(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],c=this.traces[i.uid];c?c.update(i,l):(c=i._module.plot(this,i,l),this.traces[i.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var g=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),g.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var m=this.fullData[g.trace.index]||{},v=g.pointIndex,y=s.castHoverinfo(m,i,v);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(g.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(g.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(g.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(g.textLabel=void 0),-1===x.indexOf(\"name\")&&(g.name=void 0)}s.loneHover({x:g.screenCoord[0],y:g.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",g.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",g.traceCoord[1]),zLabel:g.traceCoord[2],text:g.textLabel,name:g.name,color:s.castHoverOption(m,v,\"bgcolor\")||g.color,borderColor:s.castHoverOption(m,v,\"bordercolor\"),fontFamily:s.castHoverOption(m,v,\"font.family\"),fontSize:s.castHoverOption(m,v,\"font.size\"),fontColor:s.castHoverOption(m,v,\"font.color\"),nameLength:s.castHoverOption(m,v,\"namelength\"),textAlign:s.castHoverOption(m,v,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../../stackgl_modules\":1124,\"../../components/dragelement/helpers\":384,\"../../components/fx\":406,\"../../lib/show_no_webgl_msg\":525,\"../../plots/cartesian/axes\":554,\"../../registry\":638,\"../cartesian/autorange\":553,\"../cartesian/constants\":561,\"../cartesian/constraints\":562,\"./camera\":594,\"./convert\":595,\"webgl-context\":331}],598:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../components/fx/layout_attributes\"),a=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,i=0;i<n.length;i++){var s=n[i],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,f=c._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=f),f.viewInitial||(f.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),f.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl3d||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":407,\"../../constants/xmlns_namespaces\":480,\"../../lib\":503,\"../../plot_api/edit_types\":536,\"../get_data\":593,\"./layout/attributes\":599,\"./layout/defaults\":603,\"./layout/layout_attributes\":604,\"./scene\":608}],599:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],600:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),i=t(\"../../cartesian/layout_attributes\"),a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,rangemode:i.rangemode,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":366,\"../../../lib/extend\":493,\"../../../plot_api/edit_types\":536,\"../../cartesian/layout_attributes\":569}],601:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../../lib\"),a=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,f;function h(t,e){return i.coerce(u,f,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(u,f,h,r),l(u,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelstep:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,13600/187).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},{\"../../../lib\":503,\"../../../plot_api/plot_template\":543,\"../../cartesian/axis_defaults\":556,\"../../cartesian/type_defaults\":582,\"./axis_attributes\":600,tinycolor2:312}],602:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=0;r<3;++r){var o=e[a[r]];o.visible?(this.labels[r]=t._meta?i.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":503,\"../../../lib/str2rgbarray\":528}],603:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),i=t(\"../../../components/color\"),a=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData;function u(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],f=0;f<u.length;f++)r(\"camera.\"+u[f]+\".x\"),r(\"camera.\"+u[f]+\".y\"),r(\"camera.\"+u[f]+\".z\");r(\"camera.projection.type\");var h=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),p=r(\"aspectmode\",h?\"manual\":\"auto\");h||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===p&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var d=c(n.fullData,\"gl3d\",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var m=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(m&&v&&y?y/Math.sqrt(m*m+v*v+y*y)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:\"gl3d\",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":366,\"../../../lib\":503,\"../../../registry\":638,\"../../get_data\":593,\"../../subplot_defaults\":632,\"./axis_defaults\":601,\"./layout_attributes\":604}],604:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),i=t(\"../../domain\").attributes,a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":503,\"../../../lib/extend\":493,\"../../domain\":584,\"./axis_attributes\":600}],605:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new a;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":528}],606:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[a[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var f=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var h=u.nticks||i.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/h)}for(var p=n.calcTicks(u,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=f}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t(\"../../cartesian/axes\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":503,\"../../cartesian/axes\":554}],607:[function(t,e,r){\"use strict\";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],608:[function(t,e,r){\"use strict\";var n,i,a=t(\"../../../stackgl_modules\").gl_plot3d,o=a.createCamera,s=a.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),f=t(\"../../lib\"),h=f.preserveDrawingBuffer(),p=t(\"../../plots/cartesian/axes\"),d=t(\"../../components/fx\"),g=t(\"../../lib/str2rgbarray\"),m=t(\"../../lib/show_no_webgl_msg\"),v=t(\"./project\"),y=t(\"./layout/convert\"),x=t(\"./layout/spikes\"),b=t(\"./layout/tick_marks\");function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=y(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");t.gl=i,t.canvas=n}return t};var T=!0;w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode||!T||h)e=!1;else{f.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{h=t.glOptions.preserveDrawingBuffer=!0,this.glplot=s(t)}catch(r){h=t.glOptions.preserveDrawingBuffer=!1,e=!1}}}return T=!1,e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=\"orthographic\"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return m(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),b(e),e.glplot.axes.update(e.axesOptions);for(var c=Object.keys(e.traces),u=null,h=e.glplot.selection,g=0;g<c.length;++g)\"skip\"!==(t=e.traces[c[g]]).data.hoverinfo&&t.handlePick(h)&&(u=t),t.setContourLevels&&t.setContourLevels();function m(t,r,n){var i=e.fullSceneLayout[t+\"axis\"];return\"log\"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==u){var y=v(e.glplot.cameraParams,h.dataCoordinate);t=u.data;var x,_=r._fullData[t.index],w=h.index,T={xLabel:m(\"x\",h.traceCoordinate[0],t.xhoverformat),yLabel:m(\"y\",h.traceCoordinate[1],t.yhoverformat),zLabel:m(\"z\",h.traceCoordinate[2],t.zhoverformat)},k=d.castHoverinfo(_,e.fullLayout,w),A=(k||\"\").split(\"+\"),M=k&&\"all\"===k;_.hovertemplate||M||(-1===A.indexOf(\"x\")&&(T.xLabel=void 0),-1===A.indexOf(\"y\")&&(T.yLabel=void 0),-1===A.indexOf(\"z\")&&(T.zLabel=void 0),-1===A.indexOf(\"text\")&&(h.textLabel=void 0),-1===A.indexOf(\"name\")&&(u.name=void 0));var S=[];\"cone\"===t.type||\"streamtube\"===t.type?(T.uLabel=m(\"x\",h.traceCoordinate[3],t.uhoverformat),(M||-1!==A.indexOf(\"u\"))&&S.push(\"u: \"+T.uLabel),T.vLabel=m(\"y\",h.traceCoordinate[4],t.vhoverformat),(M||-1!==A.indexOf(\"v\"))&&S.push(\"v: \"+T.vLabel),T.wLabel=m(\"z\",h.traceCoordinate[5],t.whoverformat),(M||-1!==A.indexOf(\"w\"))&&S.push(\"w: \"+T.wLabel),T.normLabel=h.traceCoordinate[6].toPrecision(3),(M||-1!==A.indexOf(\"norm\"))&&S.push(\"norm: \"+T.normLabel),\"streamtube\"===t.type&&(T.divergenceLabel=h.traceCoordinate[7].toPrecision(3),(M||-1!==A.indexOf(\"divergence\"))&&S.push(\"divergence: \"+T.divergenceLabel)),h.textLabel&&S.push(h.textLabel),x=S.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(T.valueLabel=p.hoverLabelText(e._mockAxis,e._mockAxis.d2l(h.traceCoordinate[3]),t.valuehoverformat),S.push(\"value: \"+T.valueLabel),h.textLabel&&S.push(h.textLabel),x=S.join(\"<br>\")):x=h.textLabel;var E={x:h.traceCoordinate[0],y:h.traceCoordinate[1],z:h.traceCoordinate[2],data:_._input,fullData:_,curveNumber:_.index,pointNumber:w};d.appendArrayPointValue(E,_,w),t._module.eventData&&(E=_._module.eventData(E,h,_,{},w));var L={points:[E]};if(e.fullSceneLayout.hovermode){var C=[];d.loneHover({trace:_,x:(.5+.5*y[0]/y[3])*s,y:(.5-.5*y[1]/y[3])*l,xLabel:T.xLabel,yLabel:T.yLabel,zLabel:T.zLabel,text:x,name:u.name,color:d.castHoverOption(_,w,\"bgcolor\")||u.color,borderColor:d.castHoverOption(_,w,\"bordercolor\"),fontFamily:d.castHoverOption(_,w,\"font.family\"),fontSize:d.castHoverOption(_,w,\"font.size\"),fontColor:d.castHoverOption(_,w,\"font.color\"),nameLength:d.castHoverOption(_,w,\"namelength\"),textAlign:d.castHoverOption(_,w,\"align\"),hovertemplate:f.castOption(_,w,\"hovertemplate\"),hovertemplateLabels:f.extendFlat({},E,T),eventData:[E]},{container:n,gd:r,inOut_bbox:C}),E.bbox=C[0]}h.buttons&&h.distance<5?r.emit(\"plotly_click\",L):r.emit(\"plotly_hover\",L),this.oldEventData=L}else d.loneUnhover(n),this.oldEventData&&r.emit(\"plotly_unhover\",this.oldEventData),this.oldEventData=void 0;e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var k=[\"xaxis\",\"yaxis\",\"zaxis\"];function A(t,e,r){for(var n=t.fullSceneLayout,i=0;i<3;i++){var a=k[i],o=a.charAt(0),s=n[a],l=e[o],c=e[o+\"calendar\"],u=e[\"_\"+o+\"length\"];if(f.isArrayOrTypedArray(l))for(var h,p=0;p<(u||l.length);p++)if(f.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)h=s.d2l(l[p][d],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[p],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(g(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&A(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=k[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][i]=Math.min(e[0][i],u),e[1][i]=Math.max(e[1][i],u))}}}(this,f);var h=[1,1,1];for(o=0;o<3;++o)f[1][o]===f[0][o]?h[o]=1:h[o]=1/(f[1][o]-f[0][o]);for(this.dataScale=h,this.convertAnnotations(this),a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&((i=this.traces[n.uid])?i.data.type===n.type?i.update(n):(i.dispose(),i=n._module.plot(this,n),this.traces[n.uid]=i):(i=n._module.plot(this,n),this.traces[n.uid]=i),i.name=n.name);var p=Object.keys(this.traces);t:for(a=0;a<p.length;++a){for(o=0;o<t.length;++o)if(t[o].uid===p[a]&&!0===t[o].visible&&0!==t[o]._length)continue t;(i=this.traces[p[a]]).dispose(),delete this.traces[p[a]]}this.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var d,m=[[0,0,0],[0,0,0]],v=[],y={};for(a=0;a<3;++a){if((l=(s=c[k[a]]).type)in y?(y[l].acc*=h[a],y[l].count+=1):y[l]={acc:h[a],count:1},s.autorange){m[0][a]=1/0,m[1][a]=-1/0;var x=this.glplot.objects,b=this.fullSceneLayout.annotations||[],_=s._name.charAt(0);for(o=0;o<x.length;o++){var w=x[o],T=w.bounds,M=w._trace.data._pad||0;\"ErrorBars\"===w.constructor.name&&s._lowerLogErrorBound?m[0][a]=Math.min(m[0][a],s._lowerLogErrorBound):m[0][a]=Math.min(m[0][a],T[0][a]/h[a]-M),m[1][a]=Math.max(m[1][a],T[1][a]/h[a]+M)}for(o=0;o<b.length;o++){var S=b[o];if(S.visible){var E=s.r2l(S[_]);m[0][a]=Math.min(m[0][a],E),m[1][a]=Math.max(m[1][a],E)}}if(\"rangemode\"in s&&\"tozero\"===s.rangemode&&(m[0][a]=Math.min(m[0][a],0),m[1][a]=Math.max(m[1][a],0)),m[0][a]>m[1][a])m[0][a]=-1,m[1][a]=1;else{var L=m[1][a]-m[0][a];m[0][a]-=L/32,m[1][a]+=L/32}if(\"reversed\"===s.autorange){var C=m[0][a];m[0][a]=m[1][a],m[1][a]=C}}else{var P=s.range;m[0][a]=s.r2l(P[0]),m[1][a]=s.r2l(P[1])}m[0][a]===m[1][a]&&(m[0][a]-=1,m[1][a]+=1),v[a]=m[1][a]-m[0][a],this.glplot.setBounds(a,{min:m[0][a]*h[a],max:m[1][a]*h[a]})}var I=c.aspectmode;if(\"cube\"===I)d=[1,1,1];else if(\"manual\"===I){var O=c.aspectratio;d=[O.x,O.y,O.z]}else{if(\"auto\"!==I&&\"data\"!==I)throw new Error(\"scene.js aspectRatio was not one of the enumerated types\");var z=[1,1,1];for(a=0;a<3;++a){var D=y[l=(s=c[k[a]]).type];z[a]=Math.pow(D.acc,1/D.count)/h[a]}d=\"data\"===I||Math.max.apply(null,z)/Math.min.apply(null,z)<=4?z:[1,1,1]}c.aspectratio.x=u.aspectratio.x=d[0],c.aspectratio.y=u.aspectratio.y=d[1],c.aspectratio.z=u.aspectratio.z=d[2],this.glplot.setAspectratio(c.aspectratio),this.viewInitial.aspectratio||(this.viewInitial.aspectratio={x:c.aspectratio.x,y:c.aspectratio.y,z:c.aspectratio.z}),this.viewInitial.aspectmode||(this.viewInitial.aspectmode=c.aspectmode);var R=c.domain||null,F=e._size||null;if(R&&F){var 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strict\";e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a<n;a++)i[a]=[t[a],e[a],r[a]];return i}},{}],610:[function(t,e,r){\"use strict\";var n=t(\"./font_attributes\"),i=t(\"./animation_attributes\"),a=t(\"../components/color/attributes\"),o=t(\"../components/shapes/draw_newshape/attributes\"),s=t(\"./pad_attributes\"),l=t(\"../lib/extend\").extendFlat,c=n({editType:\"calc\"});c.family.dflt='\"Open Sans\", verdana, arial, sans-serif',c.size.dflt=12,c.color.dflt=a.defaultLine,e.exports={font:c,title:{text:{valType:\"string\",editType:\"layoutstyle\"},font:n({editType:\"layoutstyle\"}),xref:{valType:\"enumerated\",dflt:\"container\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},yref:{valType:\"enumerated\",dflt:\"container\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},x:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"layoutstyle\"},y:{valType:\"number\",min:0,max:1,dflt:\"auto\",editType:\"layoutstyle\"},xanchor:{valType:\"enumerated\",dflt:\"auto\",values:[\"auto\",\"left\",\"center\",\"right\"],editType:\"layoutstyle\"},yanchor:{valType:\"enumerated\",dflt:\"auto\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],editType:\"layoutstyle\"},pad:l(s({editType:\"layoutstyle\"}),{}),editType:\"layoutstyle\"},uniformtext:{mode:{valType:\"enumerated\",values:[!1,\"hide\",\"show\"],dflt:!1,editType:\"plot\"},minsize:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"},autosize:{valType:\"boolean\",dflt:!1,editType:\"none\"},width:{valType:\"number\",min:10,dflt:700,editType:\"plot\"},height:{valType:\"number\",min:10,dflt:450,editType:\"plot\"},margin:{l:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},r:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},t:{valType:\"number\",min:0,dflt:100,editType:\"plot\"},b:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},autoexpand:{valType:\"boolean\",dflt:!0,editType:\"plot\"},editType:\"plot\"},computed:{valType:\"any\",editType:\"none\"},paper_bgcolor:{valType:\"color\",dflt:a.background,editType:\"plot\"},plot_bgcolor:{valType:\"color\",dflt:a.background,editType:\"layoutstyle\"},autotypenumbers:{valType:\"enumerated\",values:[\"convert 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types\",editType:\"calc\"},separators:{valType:\"string\",editType:\"plot\"},hidesources:{valType:\"boolean\",dflt:!1,editType:\"plot\"},showlegend:{valType:\"boolean\",editType:\"legend\"},colorway:{valType:\"colorlist\",dflt:a.defaults,editType:\"calc\"},datarevision:{valType:\"any\",editType:\"calc\"},uirevision:{valType:\"any\",editType:\"none\"},editrevision:{valType:\"any\",editType:\"none\"},selectionrevision:{valType:\"any\",editType:\"none\"},template:{valType:\"any\",editType:\"calc\"},newshape:o.newshape,activeshape:o.activeshape,meta:{valType:\"any\",arrayOk:!0,editType:\"plot\"},transition:l({},i.transition,{editType:\"none\"}),_deprecated:{title:{valType:\"string\",editType:\"layoutstyle\"},titlefont:n({editType:\"layoutstyle\"})}}},{\"../components/color/attributes\":365,\"../components/shapes/draw_newshape/attributes\":451,\"../lib/extend\":493,\"./animation_attributes\":548,\"./font_attributes\":585,\"./pad_attributes\":618}],611:[function(t,e,r){\"use strict\";var n=t(\"../../lib/sort_object_keys\"),i='\\xa9 <a target=\"_blank\" href=\"https://www.openstreetmap.org/copyright\">OpenStreetMap</a> contributors',a=['\\xa9 <a target=\"_blank\" href=\"https://carto.com/\">Carto</a>',i].join(\" \"),o=['Map tiles by <a target=\"_blank\" href=\"https://stamen.com\">Stamen Design</a>','under <a target=\"_blank\" href=\"https://creativecommons.org/licenses/by/3.0\">CC BY 3.0</a>',\"|\",'Data by <a target=\"_blank\" href=\"https://openstreetmap.org\">OpenStreetMap</a> contributors','under <a target=\"_blank\" href=\"https://www.openstreetmap.org/copyright\">ODbL</a>'].join(\" 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g=c.select(s._subplot.div);if(!(null===g.select(\".mapboxgl-ctrl-logo\").node().offsetParent)){var m=e._glimages.append(\"g\");m.attr(\"transform\",a(n.l+n.w*h.x[0]+10,n.t+n.h*(1-h.y[0])-31)),m.append(\"path\").attr(\"d\",p.mapboxLogo.path0).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"}),m.append(\"path\").attr(\"d\",p.mapboxLogo.path1).style(\"opacity\",.35).style(\"enable-background\",\"new\"),m.append(\"path\").attr(\"d\",p.mapboxLogo.path2).style(\"opacity\",.35).style(\"enable-background\",\"new\"),m.append(\"polygon\").attr(\"points\",p.mapboxLogo.polygon).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"})}var v=g.select(\".mapboxgl-ctrl-attrib\").text().replace(\"Improve this map\",\"\"),y=e._glimages.append(\"g\"),x=y.append(\"text\");x.text(v).classed(\"static-attribution\",!0).attr({\"font-size\":12,\"font-family\":\"Arial\",color:\"rgba(0, 0, 0, 0.75)\",\"text-anchor\":\"end\",\"data-unformatted\":v});var 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n=t(\"../../lib\"),i=t(\"../../lib/svg_text_utils\").sanitizeHTML,a=t(\"./convert_text_opts\"),o=t(\"./constants\");function s(t,e){this.subplot=t,this.uid=t.uid+\"-\"+e,this.index=e,this.idSource=\"source-\"+this.uid,this.idLayer=o.layoutLayerPrefix+this.uid,this.sourceType=null,this.source=null,this.layerType=null,this.below=null,this.visible=!1}var l=s.prototype;function c(t){if(!t.visible)return!1;var e=t.source;if(Array.isArray(e)&&e.length>0){for(var r=0;r<e.length;r++)if(\"string\"!=typeof e[r]||0===e[r].length)return!1;return!0}return n.isPlainObject(e)||\"string\"==typeof e&&e.length>0}function u(t){var e={},r={};switch(t.type){case\"circle\":n.extendFlat(r,{\"circle-radius\":t.circle.radius,\"circle-color\":t.color,\"circle-opacity\":t.opacity});break;case\"line\":n.extendFlat(r,{\"line-width\":t.line.width,\"line-color\":t.color,\"line-opacity\":t.opacity,\"line-dasharray\":t.line.dash});break;case\"fill\":n.extendFlat(r,{\"fill-color\":t.color,\"fill-outline-color\":t.fill.outlinecolor,\"fill-opacity\":t.opacity});break;case\"symbol\":var i=t.symbol,o=a(i.textposition,i.iconsize);n.extendFlat(e,{\"icon-image\":i.icon+\"-15\",\"icon-size\":i.iconsize/10,\"text-field\":i.text,\"text-size\":i.textfont.size,\"text-anchor\":o.anchor,\"text-offset\":o.offset,\"symbol-placement\":i.placement}),n.extendFlat(r,{\"icon-color\":t.color,\"text-color\":i.textfont.color,\"text-opacity\":t.opacity});break;case\"raster\":n.extendFlat(r,{\"raster-fade-duration\":0,\"raster-opacity\":t.opacity})}return{layout:e,paint:r}}l.update=function(t){this.visible?this.needsNewImage(t)?this.updateImage(t):this.needsNewSource(t)?(this.removeLayer(),this.updateSource(t),this.updateLayer(t)):this.needsNewLayer(t)?this.updateLayer(t):this.updateStyle(t):(this.updateSource(t),this.updateLayer(t)),this.visible=c(t)},l.needsNewImage=function(t){return this.subplot.map.getSource(this.idSource)&&\"image\"===this.sourceType&&\"image\"===t.sourcetype&&(this.source!==t.source||JSON.stringify(this.coordinates)!==JSON.stringify(t.coordinates))},l.needsNewSource=function(t){return this.sourceType!==t.sourcetype||JSON.stringify(this.source)!==JSON.stringify(t.source)||this.layerType!==t.type},l.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==this.subplot.belowLookup[\"layout-\"+this.index]},l.lookupBelow=function(){return this.subplot.belowLookup[\"layout-\"+this.index]},l.updateImage=function(t){this.subplot.map.getSource(this.idSource).updateImage({url:t.source,coordinates:t.coordinates});var e=this.findFollowingMapboxLayerId(this.lookupBelow());null!==e&&this.subplot.map.moveLayer(this.idLayer,e)},l.updateSource=function(t){var e=this.subplot.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,c(t)){var r=function(t){var e,r=t.sourcetype,n=t.source,a={type:r};\"geojson\"===r?e=\"data\":\"vector\"===r?e=\"string\"==typeof n?\"url\":\"tiles\":\"raster\"===r?(e=\"tiles\",a.tileSize=256):\"image\"===r&&(e=\"url\",a.coordinates=t.coordinates);a[e]=n,t.sourceattribution&&(a.attribution=i(t.sourceattribution));return a}(t);e.addSource(this.idSource,r)}},l.findFollowingMapboxLayerId=function(t){if(\"traces\"===t)for(var e=this.subplot.getMapLayers(),r=0;r<e.length;r++){var n=e[r].id;if(\"string\"==typeof n&&0===n.indexOf(o.traceLayerPrefix)){t=n;break}}return t},l.updateLayer=function(t){var e=this.subplot,r=u(t),n=this.lookupBelow(),i=this.findFollowingMapboxLayerId(n);this.removeLayer(),c(t)&&e.addLayer({id:this.idLayer,source:this.idSource,\"source-layer\":t.sourcelayer||\"\",type:t.type,minzoom:t.minzoom,maxzoom:t.maxzoom,layout:r.layout,paint:r.paint},i),this.layerType=t.type,this.below=n},l.updateStyle=function(t){if(c(t)){var 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n=t(\"mapbox-gl/dist/mapbox-gl-unminified\"),i=t(\"../../lib\"),a=t(\"../../lib/geo_location_utils\"),o=t(\"../../registry\"),s=t(\"../cartesian/axes\"),l=t(\"../../components/dragelement\"),c=t(\"../../components/fx\"),u=t(\"../../components/dragelement/helpers\"),f=u.rectMode,h=u.drawMode,p=u.selectMode,d=t(\"../cartesian/select\").prepSelect,g=t(\"../cartesian/select\").clearSelect,m=t(\"../cartesian/select\").clearSelectionsCache,v=t(\"../cartesian/select\").selectOnClick,y=t(\"./constants\"),x=t(\"./layers\");function b(t,e){this.id=e,this.gd=t;var r=t._fullLayout,n=t._context;this.container=r._glcontainer.node(),this.isStatic=n.staticPlot,this.uid=r._uid+\"-\"+this.id,this.div=null,this.xaxis=null,this.yaxis=null,this.createFramework(r),this.map=null,this.accessToken=null,this.styleObj=null,this.traceHash={},this.layerList=[],this.belowLookup={},this.dragging=!1,this.wheeling=!1}var _=b.prototype;_.plot=function(t,e,r){var n,i=this,a=e[i.id];i.map&&a.accesstoken!==i.accessToken&&(i.map.remove(),i.map=null,i.styleObj=null,i.traceHash={},i.layerList=[]),n=i.map?new Promise((function(r,n){i.updateMap(t,e,r,n)})):new Promise((function(r,n){i.createMap(t,e,r,n)})),r.push(n)},_.createMap=function(t,e,r,i){var o=this,s=e[o.id],l=o.styleObj=T(s.style);o.accessToken=s.accesstoken;var c=o.map=new n.Map({container:o.div,style:l.style,center:A(s.center),zoom:s.zoom,bearing:s.bearing,pitch:s.pitch,interactive:!o.isStatic,preserveDrawingBuffer:o.isStatic,doubleClickZoom:!1,boxZoom:!1,attributionControl:!1}).addControl(new n.AttributionControl({compact:!0}));c._canvas.style.left=\"0px\",c._canvas.style.top=\"0px\",o.rejectOnError(i),o.isStatic||o.initFx(t,e);var u=[];u.push(new Promise((function(t){c.once(\"load\",t)}))),u=u.concat(a.fetchTraceGeoData(t)),Promise.all(u).then((function(){o.fillBelowLookup(t,e),o.updateData(t),o.updateLayout(e),o.resolveOnRender(r)})).catch(i)},_.updateMap=function(t,e,r,n){var i=this,o=i.map,s=e[this.id];i.rejectOnError(n);var l=[],c=T(s.style);JSON.stringify(i.styleObj)!==JSON.stringify(c)&&(i.styleObj=c,o.setStyle(c.style),i.traceHash={},l.push(new Promise((function(t){o.once(\"styledata\",t)})))),l=l.concat(a.fetchTraceGeoData(t)),Promise.all(l).then((function(){i.fillBelowLookup(t,e),i.updateData(t),i.updateLayout(e),i.resolveOnRender(r)})).catch(n)},_.fillBelowLookup=function(t,e){var r,n,i=e[this.id].layers,a=this.belowLookup={},o=!1;for(r=0;r<t.length;r++){var s=t[r][0].trace,l=s._module;\"string\"==typeof s.below?n=s.below:l.getBelow&&(n=l.getBelow(s,this)),\"\"===n&&(o=!0),a[\"trace-\"+s.uid]=n||\"\"}for(r=0;r<i.length;r++){var c=i[r];n=\"string\"==typeof c.below?c.below:o?\"traces\":\"\",a[\"layout-\"+r]=n}var u,f,h={};for(u in a)h[n=a[u]]?h[n].push(u):h[n]=[u];for(n in h){var 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n=t(\"../../components/color/attributes\"),i=t(\"../cartesian/layout_attributes\"),a=t(\"../domain\").attributes,o=t(\"../../lib\").extendFlat,s=t(\"../../plot_api/edit_types\").overrideAll,l=s({color:i.color,showline:o({},i.showline,{dflt:!0}),linecolor:i.linecolor,linewidth:i.linewidth,showgrid:o({},i.showgrid,{dflt:!0}),gridcolor:i.gridcolor,gridwidth:i.gridwidth},\"plot\",\"from-root\"),c=s({tickmode:i.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,ticklabelstep:i.ticklabelstep,showticklabels:i.showticklabels,showtickprefix:i.showtickprefix,tickprefix:i.tickprefix,showticksuffix:i.showticksuffix,ticksuffix:i.ticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickfont:i.tickfont,tickangle:i.tickangle,tickformat:i.tickformat,tickformatstops:i.tickformatstops,layer:i.layer},\"plot\",\"from-root\"),u={visible:o({},i.visible,{dflt:!0}),type:o({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:o({},i.autorange,{editType:\"plot\"}),rangemode:{valType:\"enumerated\",values:[\"tozero\",\"nonnegative\",\"normal\"],dflt:\"tozero\",editType:\"calc\"},range:o({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],editType:\"plot\"}),categoryorder:i.categoryorder,categoryarray:i.categoryarray,angle:{valType:\"angle\",editType:\"plot\"},side:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"],dflt:\"clockwise\",editType:\"plot\"},title:{text:o({},i.title.text,{editType:\"plot\",dflt:\"\"}),font:o({},i.title.font,{editType:\"plot\"}),editType:\"plot\"},hoverformat:i.hoverformat,uirevision:{valType:\"any\",editType:\"none\"},editType:\"calc\",_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}};o(u,l,c);var 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n=t(\"@plotly/d3\"),i=t(\"tinycolor2\"),a=t(\"../../registry\"),o=t(\"../../lib\"),s=o.strRotate,l=o.strTranslate,c=t(\"../../components/color\"),u=t(\"../../components/drawing\"),f=t(\"../plots\"),h=t(\"../../plots/cartesian/axes\"),p=t(\"../cartesian/set_convert\"),d=t(\"./set_convert\"),g=t(\"../cartesian/autorange\").doAutoRange,m=t(\"../cartesian/dragbox\"),v=t(\"../../components/dragelement\"),y=t(\"../../components/fx\"),x=t(\"../../components/titles\"),b=t(\"../cartesian/select\").prepSelect,_=t(\"../cartesian/select\").selectOnClick,w=t(\"../cartesian/select\").clearSelect,T=t(\"../../lib/setcursor\"),k=t(\"../../lib/clear_gl_canvases\"),A=t(\"../../plot_api/subroutines\").redrawReglTraces,M=t(\"../../constants/alignment\").MID_SHIFT,S=t(\"./constants\"),E=t(\"./helpers\"),L=t(\"../smith/helpers\"),C=L.smith,P=L.reactanceArc,I=L.resistanceArc,O=L.smithTransform,z=o._,D=o.mod,R=o.deg2rad,F=o.rad2deg;function 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r,n,i,a,o,l,p=this,d=t.domain,g=(d.x[0]+d.x[1])/2,m=(d.y[0]+d.y[1])/2,v=d.x[1]-d.x[0],y=d.y[1]-d.y[0],x=v*e.w,b=y*e.h,_=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*b?i=(a=b)*E:a=(i=x)/E,o=v*i/x,l=y*a/b,r=e.l+e.w*g-i/2,n=e.t+e.h*(1-m)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:\"linear\",range:[w+2*k-_,_-w-2*T],domain:[g-o/2,g+o/2],_id:\"x\"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:\"linear\",range:[w,_-T-k],domain:[m-l/2,m+l/2],_id:\"y\"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var A=p.yaxis.domain[0],M=p.aaxis=h({},t.aaxis,{range:[w,_-T-k],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(M,p.graphDiv._fullLayout),M.setScale();var 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n=t(\"../../components/fx\"),i=t(\"../../registry\"),a=t(\"../../components/color\"),o=t(\"../../lib\").fillText,s=t(\"./helpers\").getLineWidth,l=t(\"../../plots/cartesian/axes\").hoverLabelText,c=t(\"../../constants/numerical\").BADNUM;function u(t,e,r,i,a){var s,u,f,h,p,d,g,m=t.cd,v=m[0].trace,y=m[0].t,x=\"closest\"===i,b=\"waterfall\"===v.type,_=t.maxHoverDistance,w=t.maxSpikeDistance;\"h\"===v.orientation?(s=r,u=e,f=\"y\",h=\"x\",p=z,d=I):(s=e,u=r,f=\"x\",h=\"y\",d=z,p=I);var T=v[f+\"period\"],k=x||T;function A(t){return S(t,-1)}function M(t){return S(t,1)}function S(t,e){var r=t.w;return t[f]+e*r/2}function E(t){return t[f+\"End\"]-t[f+\"Start\"]}var L=x?A:T?function(t){return t.p-E(t)/2}:function(t){return Math.min(A(t),t.p-y.bardelta/2)},C=x?M:T?function(t){return t.p+E(t)/2}:function(t){return Math.max(M(t),t.p+y.bardelta/2)};function P(t,e,r){return a.finiteRange&&(r=0),n.inbox(t-s,e-s,r+Math.min(1,Math.abs(e-t)/g)-1)}function I(t){return P(L(t),C(t),_)}function O(t){var 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r=t[0].trace,n=e[r.geo],i=n._subplot,l=r.locationmode,c=r._length,u=\"geojson-id\"===l?a.extractTraceFeature(t):o(r,i.topojson),f=[],h=[],p=0;p<c;p++){var d=t[p],g=\"geojson-id\"===l?d.fOut:a.locationToFeature(l,d.loc,u);if(g){d.geojson=g,d.ct=g.properties.ct,d._polygons=a.feature2polygons(g);var m=a.computeBbox(g);f.push(m[0],m[2]),h.push(m[1],m[3])}else d.geojson=null}if(\"geojson\"===n.fitbounds&&\"geojson-id\"===l){var v=a.computeBbox(a.getTraceGeojson(r));f=[v[0],v[2]],h=[v[1],v[3]]}var y={padded:!0};r._extremes.lon=s(n.lonaxis._ax,f,y),r._extremes.lat=s(n.lataxis._ax,h,y)},plot:function(t,e,r){var a=e.layers.backplot.select(\".choroplethlayer\");i.makeTraceGroups(a,r,\"trace choropleth\").each((function(e){var 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n=t(\"../choropleth/attributes\"),i=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat;e.exports=s({locations:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},geojson:{valType:\"any\",editType:\"calc\"},featureidkey:s({},n.featureidkey,{}),below:{valType:\"string\",editType:\"plot\"},text:n.text,hovertext:n.hovertext,marker:{line:{color:s({},n.marker.line.color,{editType:\"plot\"}),width:s({},n.marker.line.width,{editType:\"plot\"}),editType:\"calc\"},opacity:s({},n.marker.opacity,{editType:\"plot\"}),editType:\"calc\"},selected:{marker:{opacity:s({},n.selected.marker.opacity,{editType:\"plot\"}),editType:\"plot\"},editType:\"plot\"},unselected:{marker:{opacity:s({},n.unselected.marker.opacity,{editType:\"plot\"}),editType:\"plot\"},editType:\"plot\"},hoverinfo:n.hoverinfo,hovertemplate:a({},{keys:[\"properties\"]}),showlegend:s({},o.showlegend,{dflt:!1})},i(\"\",{cLetter:\"z\",editTypeOverride:\"calc\"}))},{\"../../components/colorscale/attributes\":373,\"../../lib/extend\":493,\"../../plots/attributes\":550,\"../../plots/template_attributes\":633,\"../choropleth/attributes\":716}],726:[function(t,e,r){\"use 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p,d,g,m=a.makeColorScaleFuncFromTrace(e),v=e.marker,y=v.line||{};i.isArrayOrTypedArray(v.opacity)&&(p=function(t){var e=t.mo;return n(e)?+i.constrain(e,0,1):0}),i.isArrayOrTypedArray(y.color)&&(d=function(t){return t.mlc}),i.isArrayOrTypedArray(y.width)&&(g=function(t){return t.mlw});for(var x=0;x<t.length;x++){var b=t[x],_=b.fOut;if(_){var w=_.properties;w.fc=m(b.z),p&&(w.mo=p(b)),d&&(w.mlc=d(b)),g&&(w.mlw=g(b)),b.ct=w.ct,b._polygons=l.feature2polygons(_)}}var T=p?{type:\"identity\",property:\"mo\"}:v.opacity;return i.extendFlat(o.paint,{\"fill-color\":{type:\"identity\",property:\"fc\"},\"fill-opacity\":T}),i.extendFlat(u.paint,{\"line-color\":d?{type:\"identity\",property:\"mlc\"}:y.color,\"line-width\":g?{type:\"identity\",property:\"mlw\"}:y.width,\"line-opacity\":T}),o.layout.visibility=\"visible\",u.layout.visibility=\"visible\",f.geojson={type:\"FeatureCollection\",features:h},c(t),f},convertOnSelect:c}},{\"../../components/colorscale\":378,\"../../components/drawing\":388,\"../../lib\":503,\"../../lib/geo_location_utils\":496,\"../../lib/geojson_utils\":497,\"fast-isnumeric\":190}],727:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),a=t(\"./attributes\");e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(\"locations\"),c=s(\"z\"),u=s(\"geojson\");n.isArrayOrTypedArray(l)&&l.length&&n.isArrayOrTypedArray(c)&&c.length&&(\"string\"==typeof 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n=t(\"../../components/colorscale/defaults\"),i=t(\"./label_defaults\");e.exports=function(t,e,r,a,o){var s,l=r(\"contours.coloring\"),c=\"\";\"fill\"===l&&(s=r(\"contours.showlines\")),!1!==s&&(\"lines\"!==l&&(c=r(\"line.color\",\"#000\")),r(\"line.width\",.5),r(\"line.dash\")),\"none\"!==l&&(!0!==t.showlegend&&(e.showlegend=!1),e._dfltShowLegend=!1,n(t,e,a,r,{prefix:\"\",cLetter:\"z\"})),r(\"line.smoothing\"),i(r,a,c,o)}},{\"../../components/colorscale/defaults\":376,\"./label_defaults\":750}],757:[function(t,e,r){\"use strict\";var 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n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/attributes\"),o=t(\"../scattermapbox/attributes\"),s=t(\"../../lib/extend\").extendFlat;e.exports=s({lon:o.lon,lat:o.lat,z:{valType:\"data_array\",editType:\"calc\"},radius:{valType:\"number\",editType:\"plot\",arrayOk:!0,min:1,dflt:30},below:{valType:\"string\",editType:\"plot\"},text:o.text,hovertext:o.hovertext,hoverinfo:s({},a.hoverinfo,{flags:[\"lon\",\"lat\",\"z\",\"text\",\"name\"]}),hovertemplate:i(),showlegend:s({},a.showlegend,{dflt:!1})},n(\"\",{cLetter:\"z\",editTypeOverride:\"calc\"}))},{\"../../components/colorscale/attributes\":373,\"../../lib/extend\":493,\"../../plots/attributes\":550,\"../../plots/template_attributes\":633,\"../scattermapbox/attributes\":993}],763:[function(t,e,r){\"use strict\";var 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e=t[0].trace,r=!0===e.visible&&0!==e._length,c=e._opts={heatmap:{layout:{visibility:\"none\"},paint:{}},geojson:l()};if(!r)return c;var u,f=[],h=e.z,p=e.radius,d=i.isArrayOrTypedArray(h)&&h.length,g=i.isArrayOrTypedArray(p);for(u=0;u<t.length;u++){var m=t[u],v=m.lonlat;if(v[0]!==s){var y={};if(d){var x=m.z;y.z=x!==s?x:0}g&&(y.r=n(p[u])&&p[u]>0?+p[u]:0),f.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:v},properties:y})}}var b=o.extractOpts(e),_=b.reversescale?o.flipScale(b.colorscale):b.colorscale,w=_[0][1],T=[\"interpolate\",[\"linear\"],[\"heatmap-density\"],0,a.opacity(w)<1?w:a.addOpacity(w,0)];for(u=1;u<_.length;u++)T.push(_[u][0],_[u][1]);var k=[\"interpolate\",[\"linear\"],[\"get\",\"z\"],b.min,0,b.max,1];return i.extendFlat(c.heatmap.paint,{\"heatmap-weight\":d?k:1/(b.max-b.min),\"heatmap-color\":T,\"heatmap-radius\":g?{type:\"identity\",property:\"r\"}:e.radius,\"heatmap-opacity\":e.opacity}),c.geojson={type:\"FeatureCollection\",features:f},c.heatmap.layout.visibility=\"visible\",c}},{\"../../components/color\":366,\"../../components/colorscale\":378,\"../../constants/numerical\":479,\"../../lib\":503,\"../../lib/geojson_utils\":497,\"fast-isnumeric\":190}],765:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),a=t(\"./attributes\");e.exports=function(t,e,r,o){function s(r,i){return n.coerce(t,e,a,r,i)}var l=s(\"lon\")||[],c=s(\"lat\")||[],u=Math.min(l.length,c.length);u?(e._length=u,s(\"z\"),s(\"radius\"),s(\"below\"),s(\"text\"),s(\"hovertext\"),s(\"hovertemplate\"),i(t,e,o,s,{prefix:\"\",cLetter:\"z\"})):e.visible=!1}},{\"../../components/colorscale/defaults\":376,\"../../lib\":503,\"./attributes\":762}],766:[function(t,e,r){\"use 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a&&-1===a.indexOf(\"plotly-\"))return a}},moduleType:\"trace\",name:\"densitymapbox\",basePlotModule:t(\"../../plots/mapbox\"),categories:[\"mapbox\",\"gl\",\"showLegend\"],meta:{hr_name:\"density_mapbox\"}}},{\"../../plots/mapbox\":613,\"../heatmap/colorbar\":795,\"../scattermapbox/format_labels\":997,\"./attributes\":762,\"./calc\":763,\"./defaults\":765,\"./event_data\":766,\"./hover\":767,\"./plot\":769}],769:[function(t,e,r){\"use strict\";var n=t(\"./convert\"),i=t(\"../../plots/mapbox/constants\").traceLayerPrefix;function a(t,e){this.type=\"densitymapbox\",this.subplot=t,this.uid=e,this.sourceId=\"source-\"+e,this.layerList=[[\"heatmap\",i+e+\"-heatmap\"]],this.below=null}var o=a.prototype;o.update=function(t){var e=this.subplot,r=this.layerList,i=n(t),a=e.belowLookup[\"trace-\"+this.uid];e.map.getSource(this.sourceId).setData(i.geojson),a!==this.below&&(this._removeLayers(),this._addLayers(i,a),this.below=a);for(var o=0;o<r.length;o++){var 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t=i.numbersScaler(h);D+=t[2];var e,r=S(g,\"numbersScale\",1,t[0],D,Math.min);g._scaleNumbers||(r=1),e=g._isAngular?v-r*h.bottom:v-r*(h.top+h.bottom)/2,g._numbersTop=r*h.top+e;var n=h[T];\"center\"===T&&(n=(h.left+h.right)/2);var a=m-r*n;return a=S(g,\"numbersTranslate\",0,a,D,Math.max),l(a,e)+s(r)}))}(t,O,e,{numbersX:g,numbersY:E,numbersScaler:L,transitionOpts:r,onComplete:m}),z&&(C={range:I.gauge.axis.range,color:I.gauge.bgcolor,line:{color:I.gauge.bordercolor,width:0},thickness:1},P={range:I.gauge.axis.range,color:\"rgba(0, 0, 0, 0)\",line:{color:I.gauge.bordercolor,width:I.gauge.borderwidth},thickness:1});var Y=O.selectAll(\"g.angular\").data(D?e:[]);Y.exit().remove();var W=O.selectAll(\"g.angularaxis\").data(D?e:[]);W.exit().remove(),D&&function(t,e,r,a){var o,s,f,h,p=r[0].trace,g=a.size,m=a.radius,v=a.innerRadius,y=a.gaugeBg,x=a.gaugeOutline,b=[g.l+g.w/2,g.t+g.h/2+m/2],_=a.gauge,A=a.layer,M=a.transitionOpts,S=a.onComplete,E=Math.PI/2;function L(t){var e=p.gauge.axis.range[0],r=(t-e)/(p.gauge.axis.range[1]-e)*Math.PI-E;return r<-E?-E:r>E?E:r}function C(t){return n.svg.arc().innerRadius((v+m)/2-t/2*(m-v)).outerRadius((v+m)/2+t/2*(m-v)).startAngle(-E)}function P(t){t.attr(\"d\",(function(t){return C(t.thickness).startAngle(L(t.range[0])).endAngle(L(t.range[1]))()}))}_.enter().append(\"g\").classed(\"angular\",!0),_.attr(\"transform\",l(b[0],b[1])),A.enter().append(\"g\").classed(\"angularaxis\",!0).classed(\"crisp\",!0),A.selectAll(\"g.xangularaxistick,path,text\").remove(),(o=k(t,p.gauge.axis)).type=\"linear\",o.range=p.gauge.axis.range,o._id=\"xangularaxis\",o.ticklabeloverflow=\"allow\",o.setScale();var I=function(t){return(o.range[0]-t.x)/(o.range[1]-o.range[0])*Math.PI+Math.PI},O={},z=d.makeLabelFns(o,0).labelStandoff;O.xFn=function(t){var e=I(t);return Math.cos(e)*z},O.yFn=function(t){var e=I(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*u)},O.anchorFn=function(t){var e=I(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},O.heightFn=function(t,e,r){var n=I(t);return-.5*(1+Math.sin(n))*r};var D=function(t){return l(b[0]+m*Math.cos(t),b[1]-m*Math.sin(t))};f=function(t){return D(I(t))};if(s=d.calcTicks(o),h=d.getTickSigns(o)[2],o.visible){h=\"inside\"===o.ticks?-1:1;var R=(o.linewidth||1)/2;d.drawTicks(t,o,{vals:s,layer:A,path:\"M\"+h*R+\",0h\"+h*o.ticklen,transFn:function(t){var e=I(t);return D(e)+\"rotate(\"+-c(e)+\")\"}}),d.drawLabels(t,o,{vals:s,layer:A,transFn:f,labelFns:O})}var F=[y].concat(p.gauge.steps),B=_.selectAll(\"g.bg-arc\").data(F);B.enter().append(\"g\").classed(\"bg-arc\",!0).append(\"path\"),B.select(\"path\").call(P).call(T),B.exit().remove();var N=C(p.gauge.bar.thickness),j=_.selectAll(\"g.value-arc\").data([p.gauge.bar]);j.enter().append(\"g\").classed(\"value-arc\",!0).append(\"path\");var U=j.select(\"path\");w(M)?(U.transition().duration(M.duration).ease(M.easing).each(\"end\",(function(){S&&S()})).each(\"interrupt\",(function(){S&&S()})).attrTween(\"d\",(V=N,H=L(r[0].lastY),q=L(r[0].y),function(){var t=i(H,q);return function(e){return V.endAngle(t(e))()}})),p._lastValue=r[0].y):U.attr(\"d\",\"number\"==typeof r[0].y?N.endAngle(L(r[0].y)):\"M0,0Z\");var V,H,q;U.call(T),j.exit().remove(),F=[];var G=p.gauge.threshold.value;(G||0===G)&&F.push({range:[G,G],color:p.gauge.threshold.color,line:{color:p.gauge.threshold.line.color,width:p.gauge.threshold.line.width},thickness:p.gauge.threshold.thickness});var Y=_.selectAll(\"g.threshold-arc\").data(F);Y.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),Y.select(\"path\").call(P).call(T),Y.exit().remove();var W=_.selectAll(\"g.gauge-outline\").data([x]);W.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),W.select(\"path\").call(P).call(T),W.exit().remove()}(t,0,e,{radius:U,innerRadius:V,gauge:Y,layer:W,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:m});var X=O.selectAll(\"g.bullet\").data(R?e:[]);X.exit().remove();var Z=O.selectAll(\"g.bulletaxis\").data(R?e:[]);Z.exit().remove(),R&&function(t,e,r,n){var i,a,o,s,c,u=r[0].trace,f=n.gauge,p=n.layer,g=n.gaugeBg,m=n.gaugeOutline,v=n.size,x=u.domain,b=n.transitionOpts,_=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",l(v.l,v.t)),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var A=v.h,M=u.gauge.bar.thickness*A,S=x.x[0],E=x.x[0]+(x.x[1]-x.x[0])*(u._hasNumber||u._hasDelta?1-h.bulletNumberDomainSize:1);(i=k(t,u.gauge.axis))._id=\"xbulletaxis\",i.domain=[S,E],i.setScale(),a=d.calcTicks(i),o=d.makeTransTickFn(i),s=d.getTickSigns(i)[2],c=v.t+v.h,i.visible&&(d.drawTicks(t,i,{vals:\"inside\"===i.ticks?d.clipEnds(i,a):a,layer:p,path:d.makeTickPath(i,c,s),transFn:o}),d.drawLabels(t,i,{vals:a,layer:p,transFn:o,labelFns:d.makeLabelFns(i,c)}));function L(t){t.attr(\"width\",(function(t){return Math.max(0,i.c2p(t.range[1])-i.c2p(t.range[0]))})).attr(\"x\",(function(t){return i.c2p(t.range[0])})).attr(\"y\",(function(t){return.5*(1-t.thickness)*A})).attr(\"height\",(function(t){return t.thickness*A}))}var C=[g].concat(u.gauge.steps),P=f.selectAll(\"g.bg-bullet\").data(C);P.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),P.select(\"rect\").call(L).call(T),P.exit().remove();var I=f.selectAll(\"g.value-bullet\").data([u.gauge.bar]);I.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),I.select(\"rect\").attr(\"height\",M).attr(\"y\",(A-M)/2).call(T),w(b)?I.select(\"rect\").transition().duration(b.duration).ease(b.easing).each(\"end\",(function(){_&&_()})).each(\"interrupt\",(function(){_&&_()})).attr(\"width\",Math.max(0,i.c2p(Math.min(u.gauge.axis.range[1],r[0].y)))):I.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,i.c2p(Math.min(u.gauge.axis.range[1],r[0].y))):0);I.exit().remove();var O=r.filter((function(){return u.gauge.threshold.value||0===u.gauge.threshold.value})),z=f.selectAll(\"g.threshold-bullet\").data(O);z.enter().append(\"g\").classed(\"threshold-bullet\",!0).append(\"line\"),z.select(\"line\").attr(\"x1\",i.c2p(u.gauge.threshold.value)).attr(\"x2\",i.c2p(u.gauge.threshold.value)).attr(\"y1\",(1-u.gauge.threshold.thickness)/2*A).attr(\"y2\",(1-(1-u.gauge.threshold.thickness)/2)*A).call(y.stroke,u.gauge.threshold.line.color).style(\"stroke-width\",u.gauge.threshold.line.width),z.exit().remove();var D=f.selectAll(\"g.gauge-outline\").data([m]);D.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"rect\"),D.select(\"rect\").call(L).call(T),D.exit().remove()}(t,0,e,{gauge:X,layer:Z,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:m});var J=O.selectAll(\"text.title\").data(e);J.exit().remove(),J.enter().append(\"text\").classed(\"title\",!0),J.attr(\"text-anchor\",(function(){return R?x.right:x[I.title.align]})).text(I.title.text).call(f.font,I.title.font).call(p.convertToTspans,t),J.attr(\"transform\",(function(){var t,e=B.l+B.w*b[I.title.align],r=h.titlePadding,n=f.bBox(J.node());if(z){if(D)if(I.gauge.axis.visible)t=f.bBox(W.node()).top-r-n.bottom;else t=B.t+B.h/2-U/2-n.bottom-r;R&&(t=E-(n.top+n.bottom)/2,e=B.l-h.bulletPadding*B.w)}else t=I._numbersTop-r-n.bottom;return l(e,t)}))}))}},{\"../../components/color\":366,\"../../components/drawing\":388,\"../../constants/alignment\":471,\"../../lib\":503,\"../../lib/svg_text_utils\":529,\"../../plots/cartesian/axes\":554,\"../../plots/cartesian/axis_defaults\":556,\"../../plots/cartesian/layout_attributes\":569,\"../../plots/cartesian/position_defaults\":572,\"./constants\":858,\"@plotly/d3\":58,\"d3-interpolate\":116}],862:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../mesh3d/attributes\"),s=t(\"../../plots/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=t(\"../../plot_api/edit_types\").overrideAll;var 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0===e.isomax||null===e.isomin?s:e.isomax,n(t,e,{vals:[e._vMin,e._vMax],containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":374,\"../streamtube/calc\":1045}],864:[function(t,e,r){\"use strict\";var n=t(\"../../../stackgl_modules\").gl_mesh3d,i=t(\"../../lib/gl_format_color\").parseColorScale,a=t(\"../../lib/str2rgbarray\"),o=t(\"../../components/colorscale\").extractOpts,s=t(\"../../plots/gl3d/zip3\"),l=function(t,e){for(var r=e.length-1;r>0;r--){var n=Math.min(e[r],e[r-1]),i=Math.max(e[r],e[r-1]);if(i>n&&n<t&&t<=i)return{id:r,distRatio:(i-t)/(i-n)}}return{id:0,distRatio:0}};function c(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.data=null,this.showContour=!1}var u=c.prototype;u.handlePick=function(t){if(t.object===this.mesh){var e=t.data.index,r=this.data._meshX[e],n=this.data._meshY[e],i=this.data._meshZ[e],a=this.data._Ys.length,o=this.data._Zs.length,s=l(r,this.data._Xs).id,c=l(n,this.data._Ys).id,u=l(i,this.data._Zs).id,f=t.index=u+o*c+o*a*s;t.traceCoordinate=[this.data._meshX[f],this.data._meshY[f],this.data._meshZ[f],this.data._value[f]];var h=this.data.hovertext||this.data.text;return Array.isArray(h)&&void 0!==h[f]?t.textLabel=h[f]:h&&(t.textLabel=h),!0}},u.update=function(t){var e=this.scene,r=e.fullSceneLayout;function n(t,e,r,n){return e.map((function(e){return t.d2l(e,0,n)*r}))}this.data=h(t);var l={positions:s(n(r.xaxis,t._meshX,e.dataScale[0],t.xcalendar),n(r.yaxis,t._meshY,e.dataScale[1],t.ycalendar),n(r.zaxis,t._meshZ,e.dataScale[2],t.zcalendar)),cells:s(t._meshI,t._meshJ,t._meshK),lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:a(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading},c=o(t);l.vertexIntensity=t._meshIntensity,l.vertexIntensityBounds=[c.min,c.max],l.colormap=i(t),this.mesh.update(l)},u.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()};var f=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"];function h(t){t._meshI=[],t._meshJ=[],t._meshK=[];var 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s=o[0];i(t,s,r,a)}},r.clean=function(t,e,r,n){var i=n._has&&n._has(\"parcats\"),a=e._has&&e._has(\"parcats\");i&&!a&&n._paperdiv.selectAll(\".parcats\").remove()}},{\"../../plots/get_data\":593,\"./plot\":887}],883:[function(t,e,r){\"use strict\";var n=t(\"../../lib/gup\").wrap,i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/calc\"),o=t(\"../../lib/filter_unique.js\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=t(\"fast-isnumeric\");function u(t,e,r){t.valueInds.push(e),t.count+=r}function f(t,e,r){return{categoryInds:t,color:e,rawColor:r,valueInds:[],count:0}}function h(t,e,r){t.valueInds.push(e),t.count+=r}e.exports=function(t,e){var r=l.filterVisible(e.dimensions);if(0===r.length)return[];var p,d,g,m=r.map((function(t){var e;if(\"trace\"===t.categoryorder)e=null;else if(\"array\"===t.categoryorder)e=t.categoryarray;else{e=o(t.values);for(var r=!0,n=0;n<e.length;n++)if(!c(e[n])){r=!1;break}e.sort(r?l.sorterAsc:void 0),\"category 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r=t._ticktext.length;r<e.uniqueValues.length;r++)t._ticktext.push(e.uniqueValues[r])}(t,m[e])}));var v,y=e.line;y?(i(e,\"line\")&&a(t,e,{vals:e.line.color,containerStr:\"line\",cLetter:\"c\"}),v=s.tryColorscale(y)):v=l.identity;var x,b,_,w,T,k=r[0].values.length,A={},M=m.map((function(t){return t.inds}));for(g=0,x=0;x<k;x++){var S=[];for(b=0;b<M.length;b++)S.push(M[b][x]);d=p[x%p.length],g+=d;var E=(_=x,w=void 0,T=void 0,l.isArrayOrTypedArray(y.color)?T=w=y.color[_%y.color.length]:w=y.color,{color:v(w),rawColor:T}),L=S+\"-\"+E.rawColor;void 0===A[L]&&(A[L]=f(S,E.color,E.rawColor)),h(A[L],x,d)}var C,P=r.map((function(t,e){return function(t,e,r,n,i){return{dimensionInd:t,containerInd:e,displayInd:r,dimensionLabel:n,count:i,categories:[],dragX:null}}(e,t._index,t._displayindex,t.label,g)}));for(x=0;x<k;x++)for(d=p[x%p.length],b=0;b<P.length;b++){var I=P[b].containerInd,O=m[b].inds[x],z=P[b].categories;if(void 0===z[O]){var D=e.dimensions[I]._categoryarray[O],R=e.dimensions[I]._ticktext[O];z[O]={dimensionInd:b,categoryInd:C=O,categoryValue:D,displayInd:C,categoryLabel:R,valueInds:[],count:0,dragY:null}}u(z[O],x,d)}return n(function(t,e,r){var n=t.map((function(t){return t.categories.length})).reduce((function(t,e){return Math.max(t,e)}));return{dimensions:t,paths:e,trace:void 0,maxCats:n,count:r}}(P,A,g))}},{\"../../components/colorscale/calc\":374,\"../../components/colorscale/helpers\":377,\"../../components/drawing\":388,\"../../lib\":503,\"../../lib/filter_unique.js\":494,\"../../lib/gup\":500,\"fast-isnumeric\":190}],884:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"./attributes\"),c=t(\"../parcoords/merge_length\");function u(t,e){function r(r,i){return n.coerce(t,e,l.dimensions,r,i)}var i=r(\"values\"),a=r(\"visible\");if(i&&i.length||(a=e.visible=!1),a){r(\"label\"),r(\"displayindex\",e._index);var o,s=t.categoryarray,c=Array.isArray(s)&&s.length>0;c&&(o=\"array\");var u=r(\"categoryorder\",o);\"array\"===u?(r(\"categoryarray\"),r(\"ticktext\")):(delete t.categoryarray,delete t.ticktext),c||\"array\"!==u||(e.categoryorder=\"trace\")}}e.exports=function(t,e,r,f){function h(r,i){return n.coerce(t,e,l,r,i)}var p=s(t,e,{name:\"dimensions\",handleItemDefaults:u}),d=function(t,e,r,o,s){s(\"line.shape\"),s(\"line.hovertemplate\");var l=s(\"line.color\",o.colorway[0]);if(i(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),a(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,f,h);o(e,f,h),Array.isArray(p)&&p.length||(e.visible=!1),c(e,p,\"values\",d),h(\"hoveron\"),h(\"hovertemplate\"),h(\"arrangement\"),h(\"bundlecolors\"),h(\"sortpaths\"),h(\"counts\");var g={family:f.font.family,size:Math.round(f.font.size),color:f.font.color};n.coerceFont(h,\"labelfont\",g);var m={family:f.font.family,size:Math.round(f.font.size/1.2),color:f.font.color};n.coerceFont(h,\"tickfont\",m)}},{\"../../components/colorscale/defaults\":376,\"../../components/colorscale/helpers\":377,\"../../lib\":503,\"../../plots/array_container_defaults\":549,\"../../plots/domain\":584,\"../parcoords/merge_length\":898,\"./attributes\":881}],885:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcats\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":881,\"./base_plot\":882,\"./calc\":883,\"./defaults\":884,\"./plot\":887}],886:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"d3-interpolate\").interpolateNumber,a=t(\"../../plot_api/plot_api\"),o=t(\"../../components/fx\"),s=t(\"../../lib\"),l=s.strTranslate,c=t(\"../../components/drawing\"),u=t(\"tinycolor2\"),f=t(\"../../lib/svg_text_utils\");function h(t,e,r,i){var a=t.map(F.bind(0,e,r)),o=i.selectAll(\"g.parcatslayer\").data([null]);o.enter().append(\"g\").attr(\"class\",\"parcatslayer\").style(\"pointer-events\",\"all\");var u=o.selectAll(\"g.trace.parcats\").data(a,p),h=u.enter().append(\"g\").attr(\"class\",\"trace parcats\");u.attr(\"transform\",(function(t){return l(t.x,t.y)})),h.append(\"g\").attr(\"class\",\"paths\");var y=u.select(\"g.paths\").selectAll(\"path.path\").data((function(t){return t.paths}),p);y.attr(\"fill\",(function(t){return t.model.color}));var x=y.enter().append(\"path\").attr(\"class\",\"path\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",0);_(x),y.attr(\"d\",(function(t){return t.svgD})),x.empty()||y.sort(g),y.exit().remove(),y.on(\"mouseover\",m).on(\"mouseout\",v).on(\"click\",b),h.append(\"g\").attr(\"class\",\"dimensions\");var w=u.select(\"g.dimensions\").selectAll(\"g.dimension\").data((function(t){return t.dimensions}),p);w.enter().append(\"g\").attr(\"class\",\"dimension\"),w.attr(\"transform\",(function(t){return l(t.x,0)})),w.exit().remove();var A=w.selectAll(\"g.category\").data((function(t){return t.categories}),p),M=A.enter().append(\"g\").attr(\"class\",\"category\");A.attr(\"transform\",(function(t){return l(0,t.y)})),M.append(\"rect\").attr(\"class\",\"catrect\").attr(\"pointer-events\",\"none\"),A.select(\"rect.catrect\").attr(\"fill\",\"none\").attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})),T(M);var S=A.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),p);S.each((function(){s.raiseToTop(this)})),S.attr(\"fill\",(function(t){return t.color}));var E=S.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);S.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),k(E),S.exit().remove(),M.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;A.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",f.makeTextShadow(z)).style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return d(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){c.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),M.append(\"text\").attr(\"class\",\"dimlabel\"),A.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){c.font(n.select(this),t.parcatsViewModel.labelfont)})),A.selectAll(\"rect.bandrect\").on(\"mouseover\",L).on(\"mouseout\",C),A.exit().remove(),w.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",P).on(\"drag\",I).on(\"dragend\",O)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),u.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function g(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function m(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){s.raiseToTop(this),w(n.select(this));var e=y(t),r=x(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var i,a,l,c=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),g=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=c&&c<=t.leftXs[l+1]+2){var m=t.parcatsViewModel.dimensions[l],v=t.parcatsViewModel.dimensions[l+1];i=(m.x+m.width+v.x)/2,a=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,_=t.parcatsViewModel.y+a,T=u.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,A=k/t.parcatsViewModel.model.count,M={countLabel:k,probabilityLabel:A.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",M.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",M.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+g.left,y:_-d.top+g.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:L<b?\"right\":\"left\",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:M,eventData:[{data:h._input,fullData:h,count:k,probability:A}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function v(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(g),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function y(t){for(var e=[],r=z(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function _(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return u.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function T(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function k(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){A(t).each((function(t){Array.prototype.push.apply(l,y(t))}))}));var c={};c[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function S(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=A(i),l=[];s.each((function(t){Array.prototype.push.apply(l,y(t))}));var c={};c[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(c.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function E(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select(\"rect.catrect\"),c=l.node().getBoundingClientRect(),u=l.datum(),f=u.parcatsViewModel,h=f.model.dimensions[u.model.dimensionInd],p=f.trace,d=c.top+c.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=c.left,a=\"left\"):(i=c.left+c.width,a=\"right\");var g=u.model.count,m=u.model.categoryLabel,v=g/u.parcatsViewModel.model.count,y={countLabel:g,categoryLabel:m,probabilityLabel:v.toFixed(3)},x=[];-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&x.push([\"Count:\",y.countLabel].join(\" \")),-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&x.push([\"P(\"+y.categoryLabel+\"):\",y.probabilityLabel].join(\" \"));var b=x.join(\"<br>\");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", 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_=y/v,w=y/b,T=y/x,k={countLabel:v,categoryLabel:m,probabilityLabel:_.toFixed(3)},A=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&A.push([\"Count:\",k.countLabel].join(\" \")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(A.push(\"P(color \\u2229 \"+m+\"): \"+k.probabilityLabel),A.push(\"P(\"+m+\" | color): \"+w.toFixed(3)),A.push(\"P(color | \"+m+\"): \"+T.toFixed(3)));var M=A.join(\"<br>\"),S=u.mostReadable(c.color,[\"black\",\"white\"]);return{trace:d,x:o*(i-e.left),y:s*(g-e.top),text:M,color:c.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:m,count:v,probability:_,categorycount:x,colorcount:b,bandcolorcount:y}]}}(r,a,this):\"dimension\"===l&&(e=function(t,e,r){var i=[];return 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t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function I(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var 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t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[f],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){R(t.parcatsViewModel,!0),D(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function 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k(t){t.on(\"mousemove\",(function(t){i.event.preventDefault(),t.parent.inBrushDrag||T(this,t)})).on(\"mouseleave\",(function(t){t.parent.inBrushDrag||y()})).call(i.behavior.drag().on(\"dragstart\",(function(t){!function(t,e){i.event.sourceEvent.stopPropagation();var r=e.height-i.mouse(t)[1]-2*n.verticalPadding,a=e.unitToPaddedPx.invert(r),o=e.brush,s=_(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar=\"ns\"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l[\"s\"===s.region?1:0]:a,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on(\"drag\",(function(t){w(this,t)})).on(\"dragend\",(function(t){!function(t,e){var r=e.brush,n=r.filter,a=r.svgBrush;a._dragging||(T(t,e),w(t,e),e.brush.svgBrush.wasDragged=!1),a._dragging=!1,i.event.sourceEvent.stopPropagation();var o=a.grabbingBar;if(a.grabbingBar=!1,a.grabLocation=void 0,e.parent.inBrushDrag=!1,y(),!a.wasDragged)return a.wasDragged=void 0,a.clickableOrdinalRange?r.filterSpecified&&e.multiselect?a.extent.push(a.clickableOrdinalRange):(a.extent=[a.clickableOrdinalRange],r.filterSpecified=!0):o?(a.extent=a.stayingIntervals,0===a.extent.length&&M(r)):M(r),a.brushCallback(e),b(t.parentNode),void a.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),a.newExtent=[p(0,l,a.newExtent[0],a.stayingIntervals),p(1,l,a.newExtent[1],a.stayingIntervals)];var c=a.newExtent[1]>a.newExtent[0];a.extent=a.stayingIntervals.concat(c?[a.newExtent]:[]),a.extent.length||M(r),a.brushCallback(e),c?b(t.parentNode,s):(s(),b(t.parentNode))}else s();a.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function A(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function S(t){for(var e,r=t.slice(),n=[],i=r.shift();i;){for(e=i.slice();(i=r.shift())&&i[0]<=e[1];)e[1]=Math.max(e[1],i[1]);n.push(e)}return 1===n.length&&n[0][0]>n[0][1]&&(n=[]),n}e.exports={makeBrush:function(t,e,r,n,i,a){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(A)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=S(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=i,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:a}}},ensureAxisBrush:function(t,e){var r=t.selectAll(\".\"+n.cn.axisBrush).data(o,a);r.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t,e){var r=t.selectAll(\".background\").data(o);r.enter().append(\"rect\").classed(\"background\",!0).call(d).call(g).style(\"pointer-events\",\"auto\").attr(\"transform\",l(0,n.verticalPadding)),r.call(k).attr(\"height\",(function(t){return t.height-n.verticalPadding}));var i=t.selectAll(\".highlight-shadow\").data(o);i.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",e).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),i.attr(\"y1\",(function(t){return t.height})).call(x);var a=t.selectAll(\".highlight\").data(o);a.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),a.attr(\"y1\",(function(t){return t.height})).call(x)}(r,e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?S(t.sort(A)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[p(0,r,t[0],[]),p(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{\"../../lib\":503,\"../../lib/gup\":500,\"./constants\":893,\"@plotly/d3\":58}],890:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},{\"./attributes\":888,\"./base_plot\":891,\"./calc\":892,\"./defaults\":894}],891:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../plots/get_data\").getModuleCalcData,a=t(\"./plot\"),o=t(\"../../constants/xmlns_namespaces\");r.name=\"parcoords\",r.plot=function(t){var e=i(t.calcdata,\"parcoords\")[0];e.length&&a(t,e)},r.clean=function(t,e,r,n){var i=n._has&&n._has(\"parcoords\"),a=e._has&&e._has(\"parcoords\");i&&!a&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.style.width,height:this.style.height})})),window.setTimeout((function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")}),60)}},{\"../../constants/xmlns_namespaces\":480,\"../../plots/get_data\":593,\"./plot\":900,\"@plotly/d3\":58}],892:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,i=t(\"../../components/colorscale\"),a=t(\"../../lib/gup\").wrap;e.exports=function(t,e){var r,o;return i.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=i.extractOpts(e.line).colorscale,i.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),a({lineColor:r,cscale:o})}},{\"../../components/colorscale\":378,\"../../lib\":503,\"../../lib/gup\":500}],893:[function(t,e,r){\"use strict\";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:\"#777\",bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},{}],894:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/colorscale/helpers\").hasColorscale,a=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"../../plots/cartesian/axes\"),c=t(\"./attributes\"),u=t(\"./axisbrush\"),f=t(\"./constants\").maxDimensionCount,h=t(\"./merge_length\");function p(t,e,r,i){function a(r,i){return n.coerce(t,e,c.dimensions,r,i)}var o=a(\"values\"),s=a(\"visible\");if(o&&o.length||(s=e.visible=!1),s){a(\"label\"),a(\"tickvals\"),a(\"ticktext\"),a(\"tickformat\");var f=a(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:f},l.setConvert(e._ax,i.layout),a(\"multiselect\");var h=a(\"constraintrange\");h&&(e.constraintrange=u.cleanRanges(h,e))}}e.exports=function(t,e,r,l){function u(r,i){return n.coerce(t,e,c,r,i)}var d=t.dimensions;Array.isArray(d)&&d.length>f&&(n.log(\"parcoords traces support up to \"+f+\" dimensions at the 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n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":503}],896:[function(t,e,r){\"use strict\";var n=t(\"./base_index\");n.plot=t(\"./plot\"),e.exports=n},{\"./base_index\":890,\"./plot\":900}],897:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\nuniform sampler2D maskTexture, palette;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(maskTexture,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=t(\"./constants\").maxDimensionCount,s=t(\"../../lib\"),l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function f(t,e,r,n,i){var a=t._gl;a.enable(a.SCISSOR_TEST),a.scissor(e,r,n,i),t.clear({color:[0,0,0,0],depth:1})}function h(t,e,r,n,i,a){var o=a.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,i-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete 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n=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,a=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"plot\"},editType:\"plot\"},domain:i({name:\"pie\",trace:!0,editType:\"calc\"}),hole:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},sort:{valType:\"boolean\",dflt:!0,editType:\"calc\"},direction:{valType:\"enumerated\",values:[\"clockwise\",\"counterclockwise\"],dflt:\"counterclockwise\",editType:\"calc\"},rotation:{valType:\"number\",min:-360,max:360,dflt:0,editType:\"calc\"},pull:{valType:\"number\",min:0,max:1,dflt:0,arrayOk:!0,editType:\"calc\"},_deprecated:{title:{valType:\"string\",dflt:\"\",editType:\"calc\"},titlefont:c({},u,{}),titleposition:{valType:\"enumerated\",values:[\"top left\",\"top center\",\"top right\",\"middle center\",\"bottom left\",\"bottom center\",\"bottom right\"],editType:\"calc\"}}}},{\"../../components/color/attributes\":365,\"../../lib/extend\":493,\"../../plots/attributes\":550,\"../../plots/domain\":584,\"../../plots/font_attributes\":585,\"../../plots/template_attributes\":633}],902:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"pie\",r.plot=function(t,e,i,a){n.plotBasePlot(r.name,t,e,i,a)},r.clean=function(t,e,i,a){n.cleanBasePlot(r.name,t,e,i,a)}},{\"../../plots/plots\":619}],903:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"tinycolor2\"),a=t(\"../../components/color\"),o={};function s(t){return function(e,r){return!!e&&(!!(e=i(e)).isValid()&&(e=a.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e))}}function l(t,e){var r,n=JSON.stringify(t),a=e[n];if(!a){for(a=t.slice(),r=0;r<t.length;r++)a.push(i(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)a.push(i(t[r]).darken(20).toHexString());e[n]=a}return a}e.exports={calc:function(t,e){var r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(c=new Array(h),r=0;r<h;r++)c[r]=String(e.label0+r*e.dlabel);var d={},g=s(o[\"_\"+e.type+\"colormap\"]),m=0,v=!1;for(r=0;r<h;r++){var y,x,b;if(p){if(y=f[r],!n(y))continue;y=+y}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(m+=y),a.push({v:y,label:x,color:g(u[r],x),i:r,pts:[r],hidden:b})):(v=!0,(i=a[_]).v+=y,i.pts.push(r),i.hidden||(m+=y),!1===i.color&&u[r]&&(i.color=g(u[r],x)))}return a=a.filter((function(t){return t.v>=0})),(\"funnelarea\"===e.type?v:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=m),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var c=0,u=0;u<i.length;u++){var f=i[u];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[c%a.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":366,\"fast-isnumeric\":190,tinycolor2:312}],904:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return i.coerce(t,e,a,r,n)}var u=l(c(\"labels\"),c(\"values\")),f=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),f){e._length=f,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var h,p=c(\"text\"),d=c(\"texttemplate\");if(d||(h=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||h&&\"none\"!==h){var g=c(\"textposition\");s(t,e,n,c,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&c(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&c(\"insidetextorientation\")}o(e,n,c);var m=c(\"hole\");if(c(\"title.text\")){var v=c(\"title.position\",m?\"middle center\":\"top center\");m||\"middle center\"!==v||(e.title.position=\"top center\"),i.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":503,\"../../plots/domain\":584,\"../bar/defaults\":652,\"./attributes\":901,\"fast-isnumeric\":190}],905:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":402}],906:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}r.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0},r.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},{\"../../lib\":503}],907:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":901,\"./base_plot\":902,\"./calc\":903,\"./defaults\":904,\"./layout_attributes\":908,\"./layout_defaults\":909,\"./plot\":910,\"./style\":911,\"./style_one\":912}],908:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],909:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":503,\"./layout_attributes\":908}],910:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../plots/plots\"),a=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=l.strScale,u=l.strTranslate,f=t(\"../../lib/svg_text_utils\"),h=t(\"../bar/uniform_text\"),p=h.recordMinTextSize,d=h.clearMinTextSize,g=t(\"../bar/constants\").TEXTPAD,m=t(\"./helpers\"),v=t(\"./event_data\"),y=t(\"../../lib\").isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,c=i.trace,u=\"funnelarea\"===c.type;\"_hasHoverLabel\"in c||(c._hasHoverLabel=!1),\"_hasHoverEvent\"in c||(c._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,f=e._fullData[c.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[m.castOption(h,t.pts)],_module:c._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),f.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),g=s+t.pxmid[1]*(1-p),y=r.separators,x=[];if(h&&-1!==h.indexOf(\"label\")&&x.push(t.label),t.text=m.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf(\"text\")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=m.formatPieValue(t.v,y),h&&-1!==h.indexOf(\"value\")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=m.formatPiePercent(t.percent,y),h&&-1!==h.indexOf(\"percent\")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:c,x0:d-p*i.r,x1:d+p*i.r,y:g,_x0:u?o+t.TL[0]:d-p*i.r,_x1:u?o+t.TR[0]:d+p*i.r,_y0:u?s+t.TL[1]:g-p*i.r,_y1:u?s+t.BL[1]:g+p*i.r,text:x.join(\"<br>\"),name:f.hovertemplate||-1!==h.indexOf(\"name\")?f.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:m.castOption(_.bgcolor,t.pts)||t.color,borderColor:m.castOption(_.bordercolor,t.pts),fontFamily:m.castOption(w.family,t.pts),fontSize:m.castOption(w.size,t.pts),fontColor:m.castOption(w.color,t.pts),nameLength:m.castOption(_.namelength,t.pts),textAlign:m.castOption(_.align,t.pts),hovertemplate:m.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[v(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],c._hasHoverLabel=!0}c._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[v(t,f)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[c.index],o=n.select(this).datum();c._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[v(o,i)],event:n.event}),c._hasHoverEvent=!1),c._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),c._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[c.index];e._dragging||!1===r.hovermode||(e._hoverdata=[v(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=m.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=m.castOption(t._input.textfont.color,e.pts));var i=m.castOption(t.insidetextfont.family,e.pts)||m.castOption(t.textfont.family,e.pts)||r.family,a=m.castOption(t.insidetextfont.size,e.pts)||m.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),c=s.bBox(o.node(),!0);r.titleBox={width:c.width,height:c.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,f=\"horizontal\"===u,h=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,g=[];if(!d){var m,v=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(a=\"tan\"===i?k(t,n,o,c,0):T(t,n,o,c,Math.PI/2)).textPosAngle=r,g.push(a)}};if(f||h){for(m=4;m>=-4;m-=2)v(Math.PI*m,\"tan\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+1),\"tan\")}if(f||p){for(m=4;m>=-4;m-=2)v(Math.PI*(m+1.5),\"rad\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+.5),\"rad\")}}if(s||d||f){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/y,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;g.push(a)}(d||p)&&((a=T(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(a)),(d||h)&&((a=k(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(a));for(var x=0,b=0,_=0;_<g.length;_++){var w=g[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return g[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*g);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*g);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=I(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),f=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(f+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?f*=2:-1!==a.title.position.indexOf(\"right\")&&(f+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=f/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function I(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function O(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=P(i,e));var c=s/2,u=l/2;\"funnelarea\"!==a.type||a.scalegroup||(u/=a.aspectratio),i.r=Math.min(c,u)/(1+I(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var c,u;i.aspectratio>1?(c=r.r,u=c/i.aspectratio):(u=r.r,c=u*i.aspectratio),c*=(1+i.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function z(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function D(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},f=u(\"label\"),h=u(\"text\"),p=u(\"value\"),d=u(\"percent\"),g=n.separators;if(s=f?[e.label]:[],h){var v=m.getFirstFilled(i.text,e.pts);y(v)&&s.push(v)}p&&s.push(m.formatPieValue(e.v,g)),d&&s.push(m.formatPiePercent(e.v/r.vTotal,g)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:m.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:m.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=m.getFirstFilled(i.text,e.pts);(y(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,a=r._size;d(\"pie\",r),_(e,t),O(e,a);var h=l.makeTraceGroups(r._pielayer,e,\"trace\").each((function(e){var h=n.select(this),d=e[0],g=d.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=m.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=z(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=z(a,s),r.midangle=s,s+=l*r.v/2,n=z(a,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),h.attr(\"stroke-linejoin\",\"round\"),h.each((function(){var v=n.select(this).selectAll(\"g.slice\").data(e);v.enter().append(\"g\").classed(\"slice\",!0),v.exit().remove();var y=[[[],[]],[[],[]]],_=!1;v.each((function(i,a){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=g.index,y[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var o=d.cx,c=d.cy,u=n.select(this),h=u.selectAll(\"path.surface\").data([i]);if(h.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),u.call(x,t,e),g.pull){var v=+m.castOption(g.pull,i.pts)||0;v>0&&(o+=v*i.pxmid[0],c+=v*i.pxmid[1])}i.cxFinal=o,i.cyFinal=c;var T=g.hole;if(i.v===d.vTotal){var k=\"M\"+(o+i.px0[0])+\",\"+(c+i.px0[1])+C(i.px0,i.pxmid,!0,1)+C(i.pxmid,i.px0,!0,1)+\"Z\";T?h.attr(\"d\",\"M\"+(o+T*i.px0[0])+\",\"+(c+T*i.px0[1])+C(i.px0,i.pxmid,!1,T)+C(i.pxmid,i.px0,!1,T)+\"Z\"+k):h.attr(\"d\",k)}else{var A=C(i.px0,i.px1,!0,1);if(T){var M=1-T;h.attr(\"d\",\"M\"+(o+T*i.px1[0])+\",\"+(c+T*i.px1[1])+C(i.px1,i.px0,!1,T)+\"l\"+M*i.px0[0]+\",\"+M*i.px0[1]+A+\"Z\")}else h.attr(\"d\",\"M\"+o+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+A+\"Z\")}D(t,i,d);var S=m.castOption(g.textposition,i.pts),E=u.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==S?[0]:[]);E.enter().append(\"g\").classed(\"slicetext\",!0),E.exit().remove(),E.each((function(){var u=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===S?function(t,e,r){var n=m.castOption(t.outsidetextfont.color,e.pts)||m.castOption(t.textfont.color,e.pts)||r.color,i=m.castOption(t.outsidetextfont.family,e.pts)||m.castOption(t.textfont.family,e.pts)||r.family,a=m.castOption(t.outsidetextfont.size,e.pts)||m.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:i,size:a}}(g,i,r.font):b(g,i,r.font));u.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var v,y=s.bBox(u.node());if(\"outside\"===S)v=L(y,i);else if(v=w(y,i,d),\"auto\"===S&&v.scale<1){var x=l.ensureUniformFontSize(t,g.outsidetextfont);u.call(s.font,x),v=L(y=s.bBox(u.node()),i)}var T=v.textPosAngle,k=void 0===T?i.pxmid:z(d.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=c+k[1]*v.rCenter+(v.y||0),R(v,y),v.outside){var A=v.targetY;i.yLabelMin=A-y.height/2,i.yLabelMid=A,i.yLabelMax=A+y.height/2,i.labelExtraX=0,i.labelExtraY=0,_=!0}v.fontSize=h.size,p(g.type,v,r),e[a].transform=v,u.attr(\"transform\",l.getTextTransform(v))}))}function C(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*d.r+\",\"+n*d.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var T=n.select(this).selectAll(\"g.titletext\").data(g.title.text?[0]:[]);if(T.enter().append(\"g\").classed(\"titletext\",!0),T.exit().remove(),T.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=g.title.text;g._meta&&(i=l.templateString(i,g._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,g.title.font).call(f.convertToTspans,t),e=\"middle center\"===g.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(d):C(d,a),r.attr(\"transform\",u(e.x,e.y)+c(Math.min(1,e.scale))+u(e.tx,e.ty))})),_&&function(t,e){var r,n,i,a,o,s,l,c,u,f,h,p,d;function g(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var i,c,u,h,p=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),d=n?t.yLabelMin:t.yLabelMax,g=n?t.yLabelMax:t.yLabelMin,v=t.cyFinal+o(t.px0[1],t.px1[1]),y=p-d;if(y*l>0&&(t.labelExtraY=y),Array.isArray(e.pull))for(c=0;c<f.length;c++)(u=f[c])===t||(m.castOption(e.pull,t.pts)||0)>=(m.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(y=u.cyFinal+o(u.px0[1],u.px1[1])-d-t.labelExtraY)*l>0&&(t.labelExtraY+=y):(g+t.labelExtraY-v)*l>0&&(i=3*s*Math.abs(c-f.indexOf(t)),(h=u.cxFinal+a(u.px0[0],u.px1[0])+i-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=h)))}for(n=0;n<2;n++)for(i=n?g:v,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(a=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(i),u=t[1-n][r],f=u.concat(c),p=[],h=0;h<c.length;h++)void 0!==c[h].yLabelMid&&p.push(c[h]);for(d=!1,h=0;n&&h<u.length;h++)if(void 0!==u[h].yLabelMid){d=u[h];break}for(h=0;h<p.length;h++){var x=h&&p[h-1];d&&!h&&(x=d),y(p[h],x)}}}(y,g),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var i=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,i.attr(\"transform\",l.getTextTransform(t.transform));var a=t.cxFinal+t.pxmid[0],s=\"M\"+a+\",\"+(t.cyFinal+t.pxmid[1]),c=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var u=t.labelExtraX*t.pxmid[1]/t.pxmid[0],f=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(u)>Math.abs(f)?s+=\"l\"+f*t.pxmid[0]/t.pxmid[1]+\",\"+f+\"H\"+(a+t.labelExtraX+c):s+=\"l\"+t.labelExtraX+\",\"+u+\"v\"+(f-u)+\"h\"+c}else s+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+c;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:s,fill:\"none\"})}else r.select(\"path.textline\").remove()}))}(v,g),_&&g.automargin){var k=s.bBox(h.node()),A=g.domain,M=a.w*(A.x[1]-A.x[0]),S=a.h*(A.y[1]-A.y[0]),E=(.5*M-d.r)/a.w,P=(.5*S-d.r)/a.h;i.autoMargin(t,\"pie.\"+g.uid+\".automargin\",{xl:A.x[0]-E,xr:A.x[1]+E,yb:A.y[0]-P,yt:A.y[1]+P,l:Math.max(d.cx-d.r-k.left,0),r:Math.max(k.right-(d.cx+d.r),0),b:Math.max(k.bottom-(d.cy+d.r),0),t:Math.max(d.cy-d.r-k.top,0),pad:5})}}))}));setTimeout((function(){h.selectAll(\"tspan\").each((function(){var t=n.select(this);t.attr(\"dy\")&&t.attr(\"dy\",t.attr(\"dy\"))}))}),0)},formatSliceLabel:D,transformInsideText:w,determineInsideTextFont:b,positionTitleOutside:C,prerenderTitles:_,layoutAreas:O,attachFxHandlers:x,computeTransform:R}},{\"../../components/color\":366,\"../../components/drawing\":388,\"../../components/fx\":406,\"../../lib\":503,\"../../lib/svg_text_utils\":529,\"../../plots/plots\":619,\"../bar/constants\":650,\"../bar/uniform_text\":664,\"./event_data\":905,\"./helpers\":906,\"@plotly/d3\":58}],911:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"./style_one\"),a=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");a(t,e,\"pie\"),e.each((function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll(\"path.surface\").each((function(t){n.select(this).call(i,t,e)}))}))}},{\"../bar/uniform_text\":664,\"./style_one\":912,\"@plotly/d3\":58}],912:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"./helpers\").castOption;e.exports=function(t,e,r){var a=r.marker.line,o=i(a.color,e.pts)||n.defaultLine,s=i(a.width,e.pts)||0;t.style(\"stroke-width\",s).call(n.fill,e.color).call(n.stroke,o)}},{\"../../components/color\":366,\"./helpers\":906}],913:[function(t,e,r){\"use strict\";var n=t(\"../scatter/attributes\");e.exports={x:n.x,y:n.y,xy:{valType:\"data_array\",editType:\"calc\"},indices:{valType:\"data_array\",editType:\"calc\"},xbounds:{valType:\"data_array\",editType:\"calc\"},ybounds:{valType:\"data_array\",editType:\"calc\"},text:n.text,marker:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},opacity:{valType:\"number\",min:0,max:1,dflt:1,arrayOk:!1,editType:\"calc\"},blend:{valType:\"boolean\",dflt:null,editType:\"calc\"},sizemin:{valType:\"number\",min:.1,max:2,dflt:.5,editType:\"calc\"},sizemax:{valType:\"number\",min:.1,dflt:20,editType:\"calc\"},border:{color:{valType:\"color\",arrayOk:!1,editType:\"calc\"},arearatio:{valType:\"number\",min:0,max:1,dflt:0,editType:\"calc\"},editType:\"calc\"},editType:\"calc\"},transforms:void 0}},{\"../scatter/attributes\":927}],914:[function(t,e,r){\"use strict\";var n=t(\"../../../stackgl_modules\").gl_pointcloud2d,i=t(\"../../lib/str2rgbarray\"),a=t(\"../../plots/cartesian/autorange\").findExtremes,o=t(\"../scatter/get_trace_color\");function s(t,e){this.scene=t,this.uid=e,this.type=\"pointcloud\",this.pickXData=[],this.pickYData=[],this.xData=[],this.yData=[],this.textLabels=[],this.color=\"rgb(0, 0, 0)\",this.name=\"\",this.hoverinfo=\"all\",this.idToIndex=new Int32Array(0),this.bounds=[0,0,0,0],this.pointcloudOptions={positions:new Float32Array(0),idToIndex:this.idToIndex,sizemin:.5,sizemax:12,color:[0,0,0,1],areaRatio:1,borderColor:[0,0,0,1]},this.pointcloud=n(t.glplot,this.pointcloudOptions),this.pointcloud._trace=this}var l=s.prototype;l.handlePick=function(t){var e=this.idToIndex[t.pointId];return{trace:this,dataCoord:t.dataCoord,traceCoord:this.pickXYData?[this.pickXYData[2*e],this.pickXYData[2*e+1]]:[this.pickXData[e],this.pickYData[e]],textLabel:Array.isArray(this.textLabels)?this.textLabels[e]:this.textLabels,color:this.color,name:this.name,pointIndex:e,hoverinfo:this.hoverinfo}},l.update=function(t){this.index=t.index,this.textLabels=t.text,this.name=t.name,this.hoverinfo=t.hoverinfo,this.bounds=[1/0,1/0,-1/0,-1/0],this.updateFast(t),this.color=o(t,{})},l.updateFast=function(t){var e,r,n,o,s,l,c=this.xData=this.pickXData=t.x,u=this.yData=this.pickYData=t.y,f=this.pickXYData=t.xy,h=t.xbounds&&t.ybounds,p=t.indices,d=this.bounds;if(f){if(n=f,e=f.length>>>1,h)d[0]=t.xbounds[0],d[2]=t.xbounds[1],d[1]=t.ybounds[0],d[3]=t.ybounds[1];else for(l=0;l<e;l++)o=n[2*l],s=n[2*l+1],o<d[0]&&(d[0]=o),o>d[2]&&(d[2]=o),s<d[1]&&(d[1]=s),s>d[3]&&(d[3]=s);if(p)r=p;else for(r=new Int32Array(e),l=0;l<e;l++)r[l]=l}else for(e=c.length,n=new Float32Array(2*e),r=new 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n,i=y(e),a=i.trace,u=a.domain,f=\"h\"===a.orientation,p=a.node.pad,d=a.node.thickness,g=t.width*(u.x[1]-u.x[0]),m=t.height*(u.y[1]-u.y[0]),v=i._nodes,x=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[g,m]:[m,g]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(v).links(x);var _,w,T,k=n();for(var A in n.nodePadding()<p&&h.warn(\"node.pad was reduced to \",n.nodePadding(),\" to fit within the figure.\"),i._groupLookup){var M,S=parseInt(i._groupLookup[A]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){M=k.nodes[_];break}if(M){var E={pointNumber:parseInt(A),x0:M.x0,x1:M.x1,y0:M.y0,y1:M.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),M.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var a=n[t=i[w]],o=0,s={};for(T=0;T<a.length;T++)s[(e=a[T]).label]||(s[e.label]=0),s[e.label]+=e.value,o+=e.value;for(T=0;T<a.length;T++)(e=a[T]).flow={value:o,labelConcentration:s[e.label]/o,concentration:e.value/o,links:a},e.concentrationscale&&(e.color=c(e.concentrationscale(e.flow.labelConcentration)))}var l=0;for(w=0;w<r.sourceLinks.length;w++)l+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/l;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),a.node.x.length&&a.node.y.length){for(_=0;_<Math.min(a.node.x.length,a.node.y.length,k.nodes.length);_++)if(a.node.x[_]&&a.node.y[_]){var L=[a.node.x[_]*g,a.node.y[_]*m];k.nodes[_].x0=L[0]-d/2,k.nodes[_].x1=L[0]+d/2;var C=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=L[1]-C/2,k.nodes[_].y1=L[1]+C/2}if(\"snap\"===a.arrangement)!function(t){t.forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(v=k.nodes));n.update(k)}return{circular:b,key:r,trace:a,guid:h.randstr(),horizontal:f,width:g,height:m,nodePad:a.node.pad,nodeLineColor:a.node.line.color,nodeLineWidth:a.node.line.width,linkLineColor:a.link.line.color,linkLineWidth:a.link.line.width,valueFormat:a.valueformat,valueSuffix:a.valuesuffix,textFont:a.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:f?m:g,dragPerpendicular:f?g:m,arrangement:a.arrangement,sankey:n,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function A(t,e,r){var n=c(e.color),i=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:u.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,\"top\"===e.circularLinkType?\"M \"+n.targetX+\" \"+(n.targetY+r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"L\"+n.targetX+\" \"+(n.targetY-r)+\"Z\":\"M \"+n.targetX+\" \"+(n.targetY-r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"L\"+n.targetX+\" \"+(n.targetY+r)+\"Z\";var e,r,n,a=t.link.source.x1,o=t.link.target.x0,s=i(a,o),l=s(.5),c=s(.5),u=t.link.y0-t.link.width/2,f=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,p=t.link.y1+t.link.width/2;return\"M\"+a+\",\"+u+\"C\"+l+\",\"+u+\" \"+c+\",\"+h+\" \"+o+\",\"+h+\"L\"+o+\",\"+p+\"C\"+c+\",\"+p+\" \"+l+\",\"+f+\" \"+a+\",\"+f+\"Z\"}}function S(t,e){var r=c(e.color),n=l.nodePadAcross,i=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var a=e.dx,o=Math.max(.5,e.dy),s=\"node_\"+e.pointNumber;return e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:u.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join(\"_\"),interactionState:t.interactionState,figure:t}}function E(t){t.attr(\"transform\",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function C(t,e){t.call(L),e.attr(\"d\",M())}function P(t){t.attr(\"width\",(function(t){return t.node.x1-t.node.x0})).attr(\"height\",(function(t){return t.visibleHeight}))}function I(t){return t.link.width>1||t.linkLineWidth>0}function O(t){return p(t.translateX,t.translateY)+(t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\")}function z(t,e,r){t.on(\".basic\",null).on(\"mouseover.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on(\"mousemove.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on(\"mouseout.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on(\"click.basic\",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function D(t,e,r,i){var o=a.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on(\"dragstart\",(function(a){if(\"fixed\"!==a.arrangement&&(h.ensureSingle(i._fullLayout._infolayer,\"g\",\"dragcover\",(function(t){i._fullLayout._dragCover=t})),h.raiseToTop(this),a.interactionState.dragInProgress=a.node,F(a.node),a.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,a.interactionState.hovered),a.interactionState.hovered=!1),\"snap\"===a.arrangement)){var o=a.traceId+\"|\"+a.key;a.forceLayouts[o]?a.forceLayouts[o].alpha(1):function(t,e,r,i){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var a=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=n.forceSimulation(a).alphaDecay(0).force(\"collide\",n.forceCollide().radius((function(t){return t.dy/2+r.nodePad/2})).strength(1).iterations(l.forceIterations)).force(\"constrain\",function(t,e,r,n){return function(){for(var t=0,i=0;i<r.length;i++){var a=r[i];a===n.interactionState.dragInProgress?(a.x=a.lastDraggedX,a.y=a.lastDraggedY):(a.vx=(a.originalX-a.x)/l.forceTicksPerFrame,a.y=Math.min(n.size-a.dy/2,Math.max(a.dy/2,a.y))),t=Math.max(t,Math.abs(a.vx),Math.abs(a.vy))}!n.interactionState.dragInProgress&&t<.1&&n.forceLayouts[e].alpha()>0&&n.forceLayouts[e].alpha(0)}}(0,e,a,r)).stop()}(0,o,a),function(t,e,r,n,i){window.requestAnimationFrame((function a(){var o;for(o=0;o<l.forceTicksPerFrame;o++)r.forceLayouts[n].tick();if(function(t){for(var e=0;e<t.length;e++)t[e].y0=t[e].y-t[e].dy/2,t[e].y1=t[e].y0+t[e].dy,t[e].x0=t[e].x-t[e].dx/2,t[e].x1=t[e].x0+t[e].dx}(r.graph.nodes),r.sankey.update(r.graph),C(t.filter(B(r)),e),r.forceLayouts[n].alpha()>0)window.requestAnimationFrame(a);else{var s=r.node.originalX;r.node.x0=s-r.visibleWidth/2,r.node.x1=s+r.visibleWidth/2,R(r,i)}}))}(t,e,a,o,i)}})).on(\"drag\",(function(r){if(\"fixed\"!==r.arrangement){var n=a.event.x,i=a.event.y;\"snap\"===r.arrangement?(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2,r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2):(\"freeform\"===r.arrangement&&(r.node.x0=n-r.visibleWidth/2,r.node.x1=n+r.visibleWidth/2),i=Math.max(0,Math.min(r.size-r.visibleHeight/2,i)),r.node.y0=i-r.visibleHeight/2,r.node.y1=i+r.visibleHeight/2),F(r.node),\"snap\"!==r.arrangement&&(r.sankey.update(r.graph),C(t.filter(B(r)),e))}})).on(\"dragend\",(function(t){if(\"fixed\"!==t.arrangement){t.interactionState.dragInProgress=!1;for(var e=0;e<t.node.childrenNodes.length;e++)t.node.childrenNodes[e].x=t.node.x,t.node.childrenNodes[e].y=t.node.y;\"snap\"!==t.arrangement&&R(t,i)}}));t.on(\".drag\",null).call(o)}function R(t,e){for(var r=[],n=[],i=0;i<t.graph.nodes.length;i++){var a=(t.graph.nodes[i].x0+t.graph.nodes[i].x1)/2,o=(t.graph.nodes[i].y0+t.graph.nodes[i].y1)/2;r.push(a/t.figure.width),n.push(o/t.figure.height)}b.call(\"_guiRestyle\",e,{\"node.x\":[r],\"node.y\":[n]},t.trace.index).then((function(){e._fullLayout._dragCover&&e._fullLayout._dragCover.remove()}))}function F(t){t.lastDraggedX=t.x0+t.dx/2,t.lastDraggedY=t.y0+t.dy/2}function B(t){return function(e){return e.node.originalX===t.node.originalX}}e.exports=function(t,e,r,n,i){var o=!1;h.ensureSingle(t._fullLayout._infolayer,\"g\",\"first-render\",(function(){o=!0}));var s=t._fullLayout._dragCover,g=r.filter((function(t){return y(t).trace.visible})).map(k.bind(null,n)),b=e.selectAll(\".\"+l.cn.sankey).data(g,m);b.exit().remove(),b.enter().append(\"g\").classed(l.cn.sankey,!0).style(\"box-sizing\",\"content-box\").style(\"position\",\"absolute\").style(\"left\",0).style(\"shape-rendering\",\"geometricPrecision\").style(\"pointer-events\",\"auto\").attr(\"transform\",O),b.each((function(e,r){t._fullData[r]._sankey=e;var n=\"bgsankey-\"+e.trace.uid+\"-\"+r;h.ensureSingle(t._fullLayout._draggers,\"rect\",n),t._fullData[r]._bgRect=a.select(\".\"+n),t._fullData[r]._bgRect.style(\"pointer-events\",\"all\").attr(\"width\",e.width).attr(\"height\",e.height).attr(\"x\",e.translateX).attr(\"y\",e.translateY).classed(\"bgsankey\",!0).style({fill:\"transparent\",\"stroke-width\":0})})),b.transition().ease(l.ease).duration(l.duration).attr(\"transform\",O);var _=b.selectAll(\".\"+l.cn.sankeyLinks).data(v,m);_.enter().append(\"g\").classed(l.cn.sankeyLinks,!0).style(\"fill\",\"none\");var L=_.selectAll(\".\"+l.cn.sankeyLink).data((function(t){return t.graph.links.filter((function(t){return t.value})).map(A.bind(null,t))}),m);L.enter().append(\"path\").classed(l.cn.sankeyLink,!0).call(z,b,i.linkEvents),L.style(\"stroke\",(function(t){return I(t)?u.tinyRGB(c(t.linkLineColor)):t.tinyColorHue})).style(\"stroke-opacity\",(function(t){return I(t)?u.opacity(t.linkLineColor):t.tinyColorAlpha})).style(\"fill\",(function(t){return t.tinyColorHue})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})).style(\"stroke-width\",(function(t){return I(t)?t.linkLineWidth:1})).attr(\"d\",M()),L.style(\"opacity\",(function(){return t._context.staticPlot||o||s?1:0})).transition().ease(l.ease).duration(l.duration).style(\"opacity\",1),L.exit().transition().ease(l.ease).duration(l.duration).style(\"opacity\",0).remove();var 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n=t(\"../../lib\"),i=t(\"../scatter/constants\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),f=t(\"./attributes\");e.exports=function(t,e,r,h){function p(r,i){return n.coerce(t,e,f,r,i)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),g=p(\"b\"),m=Math.min(d.length,g.length);if(m){e._length=m,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",m<i.PTS_LINESONLY?\"lines+markers\":\"lines\"),a.hasLines(e)&&(s(t,e,r,h,p),l(t,e,p),p(\"connectgaps\")),a.hasMarkers(e)&&o(t,e,r,h,p,{gradient:!0}),a.hasText(e)&&c(t,e,h,p);var 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n=t(\"../scatter/hover\"),i=t(\"../../lib\").fillText;e.exports=function(t,e,r,a){var o=n(t,e,r,a);if(o&&!1!==o[0].index){var s=o[0];if(void 0===s.index){var l=1-s.y0/t.ya._length,c=t.xa._length,u=c*l/2,f=c-u;return s.x0=Math.max(Math.min(s.x0,f),u),s.x1=Math.max(Math.min(s.x1,f),u),o}var h=s.cd[s.index];s.a=h.a,s.b=h.b,s.xLabelVal=void 0,s.yLabelVal=void 0;var p=s.trace,d=p._carpet,g=p._module.formatLabels(h,p);s.yLabel=g.yLabel,delete s.text;var m=[];if(!p.hovertemplate){var v=(h.hi||p.hoverinfo).split(\"+\");-1!==v.indexOf(\"all\")&&(v=[\"a\",\"b\",\"text\"]),-1!==v.indexOf(\"a\")&&y(d.aaxis,h.a),-1!==v.indexOf(\"b\")&&y(d.baxis,h.b),m.push(\"y: \"+s.yLabel),-1!==v.indexOf(\"text\")&&i(h,p,m),s.extraText=m.join(\"<br>\")}return o}function y(t,e){var r;r=t.labelprefix&&t.labelprefix.length>0?t.labelprefix.replace(/ = $/,\"\"):t._hovertitle,m.push(r+\": \"+e.toFixed(3)+t.labelsuffix)}}},{\"../../lib\":503,\"../scatter/hover\":938}],967:[function(t,e,r){\"use 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s,l,c,u=r[0][0].carpet,f={xaxis:i.getFromId(t,u.xaxis||\"x\"),yaxis:i.getFromId(t,u.yaxis||\"y\"),plot:e.plot};for(n(t,f,r,o),s=0;s<r.length;s++)l=r[s][0].trace,c=o.selectAll(\"g.trace\"+l.uid+\" .js-line\"),a.setClipUrl(c,r[s][0].carpet._clipPathId,t)}},{\"../../components/drawing\":388,\"../../plots/cartesian/axes\":554,\"../scatter/plot\":948}],969:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../scatter/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../components/colorscale/attributes\"),l=t(\"../../components/drawing/attributes\").dash,c=t(\"../../lib/extend\").extendFlat,u=t(\"../../plot_api/edit_types\").overrideAll,f=a.marker,h=a.line,p=f.line;e.exports=u({lon:{valType:\"data_array\"},lat:{valType:\"data_array\"},locations:{valType:\"data_array\"},locationmode:{valType:\"enumerated\",values:[\"ISO-3\",\"USA-states\",\"country 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n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/text_defaults\"),l=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function f(r,i){return n.coerce(t,e,c,r,i)}var h,p=f(\"locations\");if(p&&p.length){var d,g=f(\"geojson\");(\"string\"==typeof g&&\"\"!==g||n.isPlainObject(g))&&(d=\"geojson-id\"),\"geojson-id\"===f(\"locationmode\",d)&&f(\"featureidkey\"),h=p.length}else{var m=f(\"lon\")||[],v=f(\"lat\")||[];h=Math.min(m.length,v.length)}h?(e._length=h,f(\"text\"),f(\"hovertext\"),f(\"hovertemplate\"),f(\"mode\"),i.hasLines(e)&&(o(t,e,r,u,f),f(\"connectgaps\")),i.hasMarkers(e)&&a(t,e,r,u,f,{gradient:!0}),i.hasText(e)&&(f(\"texttemplate\"),s(t,e,u,f)),f(\"fill\"),\"none\"!==e.fill&&l(t,e,r,f),n.coerceSelectionMarkerOpacity(e,f)):e.visible=!1}},{\"../../lib\":503,\"../scatter/fillcolor_defaults\":935,\"../scatter/line_defaults\":940,\"../scatter/marker_defaults\":946,\"../scatter/subtypes\":952,\"../scatter/text_defaults\":953,\"./attributes\":969}],972:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){t.lon=e.lon,t.lat=e.lat,t.location=e.loc?e.loc:null;var a=n[i];return a.fIn&&a.fIn.properties&&(t.properties=a.fIn.properties),t}},{}],973:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axes\");e.exports=function(t,e,r){var i={},a=r[e.geo]._subplot.mockAxis,o=t.lonlat;return 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i={opacity:1,text:e.text,texttemplate:e.texttemplate,textposition:e.textposition,textfont:s.extendFlat({},e.textfont)};r.textfont&&s.extendFlat(i.textfont,r.textfont),n=y(t,i)}return n}function w(t,e,r){var n={capSize:2*e.width*r,lineWidth:e.thickness*r,color:e.color};return e.copy_ystyle&&(n=t.error_y),n}var T=d.SYMBOL_SDF_SIZE,k=d.SYMBOL_SIZE,A=d.SYMBOL_STROKE,M={},S=l.symbolFuncs[0](.05*k);function E(t){if(\"circle\"===t)return null;var e,r,n=l.symbolNumber(t),a=l.symbolFuncs[n%100],o=!!l.symbolNoDot[n%100],s=!!l.symbolNoFill[n%100],c=p.isDotSymbol(t);return M[t]?M[t]:(e=c&&!o?a(1.1*k)+S:a(k),r=i(e,{w:T,h:T,viewBox:[-k,-k,k,k],stroke:s?A:-A}),M[t]=r,r||null)}e.exports={style:function(t,e){var r,n={marker:void 0,markerSel:void 0,markerUnsel:void 0,line:void 0,fill:void 0,errorX:void 0,errorY:void 0,text:void 0,textSel:void 0,textUnsel:void 0},i=t._context.plotGlPixelRatio;if(!0!==e.visible)return n;if(f.hasText(e)&&(n.text=y(t,e),n.textSel=_(t,e,e.selected),n.textUnsel=_(t,e,e.unselected)),f.hasMarkers(e)&&(n.marker=x(e),n.markerSel=b(e,e.selected),n.markerUnsel=b(e,e.unselected),!e.unselected&&s.isArrayOrTypedArray(e.marker.opacity))){var a=e.marker.opacity;for(n.markerUnsel.opacity=new Array(a.length),r=0;r<a.length;r++)n.markerUnsel.opacity[r]=g*a[r]}if(f.hasLines(e)){n.line={overlay:!0,thickness:e.line.width*i,color:e.line.color,opacity:e.opacity};var o=(d.DASHES[e.line.dash]||[1]).slice();for(r=0;r<o.length;++r)o[r]*=e.line.width*i;n.line.dashes=o}return e.error_x&&e.error_x.visible&&(n.errorX=w(e,e.error_x,i)),e.error_y&&e.error_y.visible&&(n.errorY=w(e,e.error_y,i)),e.fill&&\"none\"!==e.fill&&(n.fill={closed:!0,fill:e.fillcolor,thickness:0}),n},markerStyle:x,markerSelection:b,linePositions:function(t,e,r){var n,i,a=r.length,o=a/2;if(f.hasLines(e)&&o)if(\"hv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i+2],r[2*i+1]));n.push(r[a-2],r[a-1])}else if(\"hvh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var s=(r[2*i]+r[2*i+2])/2;n.push(r[2*i],r[2*i+1],s,r[2*i+1],s,r[2*i+3])}n.push(r[a-2],r[a-1])}else if(\"vhv\"===e.line.shape){for(n=[],i=0;i<o-1;i++)if(isNaN(r[2*i])||isNaN(r[2*i+1])||isNaN(r[2*i+2])||isNaN(r[2*i+3]))isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+1]),n.push(NaN,NaN);else{var l=(r[2*i+1]+r[2*i+3])/2;n.push(r[2*i],r[2*i+1],r[2*i],l,r[2*i+2],l)}n.push(r[a-2],r[a-1])}else if(\"vh\"===e.line.shape){for(n=[],i=0;i<o-1;i++)isNaN(r[2*i])||isNaN(r[2*i+1])?n.push(NaN,NaN,NaN,NaN):(n.push(r[2*i],r[2*i+1]),isNaN(r[2*i+2])||isNaN(r[2*i+3])?n.push(NaN,NaN):n.push(r[2*i],r[2*i+3]));n.push(r[a-2],r[a-1])}else n=r;var c=!1;for(i=0;i<n.length;i++)if(isNaN(n[i])){c=!0;break}var u=c||n.length>d.TOO_MANY_POINTS||f.hasMarkers(e)?\"rect\":\"round\";if(c&&e.connectgaps){var h=n[0],p=n[1];for(i=0;i<n.length;i+=2)isNaN(n[i])||isNaN(n[i+1])?(n[i]=h,n[i+1]=p):(h=n[i],p=n[i+1])}return{join:u,positions:n}},errorBarPositions:function(t,e,r,i,a){var s=o.getComponentMethod(\"errorbars\",\"makeComputeError\"),l=c.getFromId(t,e.xaxis),u=c.getFromId(t,e.yaxis),f=r.length/2,h={};function p(t,i){var a=i._id.charAt(0),o=e[\"error_\"+a];if(o&&o.visible&&(\"linear\"===i.type||\"log\"===i.type)){for(var l=s(o),c={x:0,y:1}[a],u={x:[0,1,2,3],y:[2,3,0,1]}[a],p=new Float64Array(4*f),d=1/0,g=-1/0,m=0,v=0;m<f;m++,v+=4){var y=t[m];if(n(y)){var x=r[2*m+c],b=l(y,m),_=b[0],w=b[1];if(n(_)&&n(w)){var T=y-_,k=y+w;p[v+u[0]]=x-i.c2l(T),p[v+u[1]]=i.c2l(k)-x,p[v+u[2]]=0,p[v+u[3]]=0,d=Math.min(d,y-_),g=Math.max(g,y+w)}}}h[a]={positions:r,errors:p,_bnds:[d,g]}}}return p(i,l),p(a,u),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var u=n.sizes?n.sizes[i]:n.size,h=Array.isArray(s)?s[i].size:s.size,p=Array.isArray(l)?l.length>1?l[i]:l[0]:l,d=Array.isArray(c)?c.length>1?c[i]:c[0]:c,g=m[p],v=m[d],y=u?u/.8+1:0,x=-v*y-.5*v;o.offset[i]=[g*y/h,x/h]}}return o}}},{\"../../components/drawing\":388,\"../../components/fx/helpers\":402,\"../../constants/interactions\":478,\"../../lib\":503,\"../../lib/gl_format_color\":499,\"../../plots/cartesian/axis_ids\":558,\"../../registry\":638,\"../scatter/make_bubble_size_func\":944,\"../scatter/subtypes\":952,\"./constants\":982,\"./helpers\":987,\"color-normalize\":89,\"fast-isnumeric\":190,\"svg-path-sdf\":310}],984:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/period_defaults\"),f=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),p=t(\"../scatter/fillcolor_defaults\"),d=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,g){function m(r,i){return n.coerce(t,e,o,r,i)}var v=!!t.marker&&a.isOpenSymbol(t.marker.symbol),y=l.isBubble(t),x=c(t,e,g,m);if(x){u(t,e,g,m),m(\"xhoverformat\"),m(\"yhoverformat\");var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";m(\"text\"),m(\"hovertext\"),m(\"hovertemplate\"),m(\"mode\",b),l.hasLines(e)&&(m(\"connectgaps\"),h(t,e,r,g,m),m(\"line.shape\")),l.hasMarkers(e)&&(f(t,e,r,g,m),m(\"marker.line.width\",v||y?1:0)),l.hasText(e)&&(m(\"texttemplate\"),d(t,e,g,m));var _=(e.line||{}).color,w=(e.marker||{}).color;m(\"fill\"),\"none\"!==e.fill&&p(t,e,r,m);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,m)}else e.visible=!1}},{\"../../lib\":503,\"../../registry\":638,\"../scatter/constants\":931,\"../scatter/fillcolor_defaults\":935,\"../scatter/line_defaults\":940,\"../scatter/marker_defaults\":946,\"../scatter/period_defaults\":947,\"../scatter/subtypes\":952,\"../scatter/text_defaults\":953,\"../scatter/xy_defaults\":954,\"./attributes\":979,\"./helpers\":987}],985:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,f=c.selectBatch[u],h=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},g=c.textUnselectedOptions[u]||{},m=n.extendFlat({},p);if(f.length||h.length){var v=d.color,y=g.color,x=p.color,b=Array.isArray(x);for(m.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],m.color[r]=v||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;m.color[r]=y||(v?_:i.addOpacity(_,a))}}c.glText[u].update(m)}}},{\"../../components/color\":366,\"../../constants/interactions\":478,\"../../lib\":503}],986:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},{\"../scatter/format_labels\":936}],987:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":982}],988:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var g=d&&d.line;g&&(h.mlc=Array.isArray(g.color)?g.color[f]:g.color,h.mlw=i.isArrayOrTypedArray(g.width)?g.width[f]:g.width);var m=d&&d.gradient;m&&\"none\"!==m.type&&(h.mgt=Array.isArray(m.type)?m.type[f]:m.type,h.mgc=Array.isArray(m.color)?m.color[f]:m.color);var v=s.c2p(h.x,!0),y=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:v-x,x1:v+x,xLabelVal:k?k[f]:h.x,y0:y-x,y1:y+x,yLabelVal:A?A[f]:h.y,cd:T,distance:c,spikeDistance:u,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,M),M}e.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,c,u,f,h,p,d,g=t.cd,m=g[0].t,v=g[0].trace,y=t.xa,x=t.ya,b=m.x,_=m.y,w=y.c2p(e),T=x.c2p(r),k=t.distance;if(m.tree){var A=y.p2c(w-k),M=y.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i=\"x\"===n?m.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):m.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=m.ids;var L=k;if(\"x\"===n){var C=!!v.xperiodalignment,P=!!v.yperiodalignment;for(u=0;u<i.length;u++){if(l=b[a=i[u]],f=Math.abs(y.c2p(l)-w),C){var I=y.c2p(v._xStarts[a]),O=y.c2p(v._xEnds[a]);f=w>=Math.min(I,O)&&w<=Math.max(I,O)?0:1/0}if(f<L){if(L=f,c=_[a],h=x.c2p(c)-T,P){var z=x.c2p(v._yStarts[a]),D=x.c2p(v._yEnds[a]);h=T>=Math.min(z,D)&&T<=Math.max(z,D)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[u]}}}else for(u=i.length-1;u>-1;u--)l=b[a=i[u]],c=_[a],f=y.c2p(l)-w,h=x.c2p(c)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 0===s?[t]:[o(t,b,_,v)]},calcHover:o}},{\"../../lib\":503,\"../../registry\":638,\"../scatter/get_trace_color\":937}],989:[function(t,e,r){arguments[4][896][0].apply(r,arguments)},{\"./base_index\":980,\"./plot\":990,dup:896}],990:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),i=t(\"regl-line2d\"),a=t(\"regl-error2d\"),o=t(\"gl-text\"),s=t(\"../../lib\"),l=t(\"../../components/dragelement/helpers\").selectMode,c=t(\"../../lib/prepare_regl\"),u=t(\"../scatter/subtypes\"),f=t(\"../scatter/link_traces\"),h=t(\"./edit_style\").styleTextSelection,p={};function d(t,e,r,n){var i=t._size,a=t.width*n,o=t.height*n,s=i.l*n,l=i.b*n,c=i.r*n,u=i.t*n,f=i.w*n,h=i.h*n;return[s+e.domain[0]*f,l+r.domain[0]*h,a-c-(1-e.domain[1])*f,o-u-(1-r.domain[1])*h]}(e.exports=function(t,e,r){if(r.length){var g,m,v=t._fullLayout,y=e._scene,x=e.xaxis,b=e.yaxis;if(y)if(c(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"],p)){var _=y.count,w=v._glcanvas.data()[0].regl;if(f(t,e,r),y.dirty){if(!0===y.error2d&&(y.error2d=a(w)),!0===y.line2d&&(y.line2d=i(w)),!0===y.scatter2d&&(y.scatter2d=n(w)),!0===y.fill2d&&(y.fill2d=i(w)),!0===y.glText)for(y.glText=new Array(_),g=0;g<_;g++)y.glText[g]=new o(w);if(y.glText){if(_>y.glText.length){var T=_-y.glText.length;for(g=0;g<T;g++)y.glText.push(new o(w))}else if(_<y.glText.length){var k=y.glText.length-_;y.glText.splice(_,k).forEach((function(t){t.destroy()}))}for(g=0;g<_;g++)y.glText[g].update(y.textOptions[g])}if(y.line2d&&(y.line2d.update(y.lineOptions),y.lineOptions=y.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),y.line2d.update(y.lineOptions)),y.error2d){var A=(y.errorXOptions||[]).concat(y.errorYOptions||[]);y.error2d.update(A)}y.scatter2d&&y.scatter2d.update(y.markerOptions),y.fillOrder=s.repeat(null,_),y.fill2d&&(y.fillOptions=y.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var i,a,o=n[0],s=o.trace,l=o.t,c=y.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(y.fillOrder[e]=u);var f,h,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(f=0;f<d.length&&isNaN(d[f+1]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h+1]);)h-=2;0!==d[f+1]&&(p=[d[f],0]),p=p.concat(d.slice(f,h+2)),0!==d[h+1]&&(p=p.concat([d[h],0]))}else if(\"tozerox\"===s.fill){for(f=0;f<d.length&&isNaN(d[f]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h]);)h-=2;0!==d[f]&&(p=[0,d[f+1]]),p=p.concat(d.slice(f,h+2)),0!==d[h]&&(p=p.concat([0,d[h+1]]))}else if(\"toself\"===s.fill||\"tonext\"===s.fill){for(p=[],i=0,t.splitNull=!0,a=0;a<d.length;a+=2)(isNaN(d[a])||isNaN(d[a+1]))&&((p=p.concat(d.slice(i,a))).push(d[i],d[i+1]),p.push(null,null),i=a+2);p=p.concat(d.slice(i)),i&&p.push(d[i],d[i+1])}else{var g=s._nexttrace;if(g){var m=y.lineOptions[e+1];if(m){var v=m.positions;if(\"tonexty\"===s.fill){for(p=d.slice(),e=Math.floor(v.length/2);e--;){var x=v[2*e],b=v[2*e+1];isNaN(x)||isNaN(b)||p.push(x,b)}t.fill=g.fillcolor}}}}if(s._prevtrace&&\"tonext\"===s._prevtrace.fill){var _=y.lineOptions[e-1].positions,w=p.length/2,T=[i=w];for(a=0;a<_.length;a+=2)(isNaN(_[a])||isNaN(_[a+1]))&&(T.push(a/2+w+1),i=a+2);p=p.concat(_),t.hole=T}return t.fillmode=s.fill,t.opacity=s.opacity,t.positions=p,t}})),y.fill2d.update(y.fillOptions))}var M=v.dragmode,S=l(M),E=v.clickmode.indexOf(\"select\")>-1;for(g=0;g<_;g++){var L=r[g][0],C=L.trace,P=L.t,I=P.index,O=C._length,z=P.x,D=P.y;if(C.selectedpoints||S||E){if(S||(S=!0),C.selectedpoints){var R=y.selectBatch[I]=s.selIndices2selPoints(C),F={};for(m=0;m<R.length;m++)F[R[m]]=1;var B=[];for(m=0;m<O;m++)F[m]||B.push(m);y.unselectBatch[I]=B}var N=P.xpx=new Array(O),j=P.ypx=new Array(O);for(m=0;m<O;m++)N[m]=x.c2p(z[m]),j[m]=b.c2p(D[m])}else P.xpx=P.ypx=null}if(S){if(y.select2d||(y.select2d=n(v._glcanvas.data()[1].regl)),y.scatter2d){var U=new Array(_);for(g=0;g<_;g++)U[g]=y.selectBatch[g].length||y.unselectBatch[g].length?y.markerUnselectedOptions[g]:{};y.scatter2d.update(U)}y.select2d&&(y.select2d.update(y.markerOptions),y.select2d.update(y.markerSelectedOptions)),y.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&h(t)}))}else y.scatter2d&&y.scatter2d.update(y.markerOptions);var V={viewport:d(v,x,b,t._context.plotGlPixelRatio),range:[(x._rl||x.range)[0],(b._rl||b.range)[0],(x._rl||x.range)[1],(b._rl||b.range)[1]]},H=s.repeat(V,y.count);y.fill2d&&y.fill2d.update(H),y.line2d&&y.line2d.update(H),y.error2d&&y.error2d.update(H.concat(H)),y.scatter2d&&y.scatter2d.update(H),y.select2d&&y.select2d.update(H),y.glText&&y.glText.forEach((function(t){t.update(V)}))}else y.init()}}).reglPrecompiled=p},{\"../../components/dragelement/helpers\":384,\"../../lib\":503,\"../../lib/prepare_regl\":516,\"../scatter/link_traces\":943,\"../scatter/subtypes\":952,\"./edit_style\":985,\"gl-text\":225,\"regl-error2d\":279,\"regl-line2d\":280,\"regl-scatter2d\":281}],991:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var 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n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../mesh3d/attributes\"),s=t(\"../../plots/attributes\"),l=t(\"../../lib/extend\").extendFlat,c={x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},u:{valType:\"data_array\",editType:\"calc\"},v:{valType:\"data_array\",editType:\"calc\"},w:{valType:\"data_array\",editType:\"calc\"},starts:{x:{valType:\"data_array\",editType:\"calc\"},y:{valType:\"data_array\",editType:\"calc\"},z:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"},maxdisplayed:{valType:\"integer\",min:0,dflt:1e3,editType:\"calc\"},sizeref:{valType:\"number\",editType:\"calc\",min:0,dflt:1},text:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",editType:\"calc\"},hovertemplate:a({editType:\"calc\"},{keys:[\"tubex\",\"tubey\",\"tubez\",\"tubeu\",\"tubev\",\"tubew\",\"norm\",\"divergence\"]}),uhoverformat:i(\"u\",1),vhoverformat:i(\"v\",1),whoverformat:i(\"w\",1),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),showlegend:l({},s.showlegend,{dflt:!1})};l(c,n(\"\",{colorAttr:\"u/v/w 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e,r,i,a,s,l,c,u,f,h,p,d,g=t._x,m=t._y,v=t._z,y=t._len,x=-1/0,b=1/0,_=-1/0,w=1/0,T=-1/0,k=1/0,A=\"\";for(y&&(c=g[0],f=m[0],p=v[0]),y>1&&(u=g[y-1],h=m[y-1],d=v[y-1]),e=0;e<y;e++)x=Math.max(x,g[e]),b=Math.min(b,g[e]),_=Math.max(_,m[e]),w=Math.min(w,m[e]),T=Math.max(T,v[e]),k=Math.min(k,v[e]),a||g[e]===c||(a=!0,A+=\"x\"),s||m[e]===f||(s=!0,A+=\"y\"),l||v[e]===p||(l=!0,A+=\"z\");a||(A+=\"x\"),s||(A+=\"y\"),l||(A+=\"z\");var M=o(t._x),S=o(t._y),E=o(t._z);A=(A=(A=A.replace(\"x\",(c>u?\"-\":\"+\")+\"x\")).replace(\"y\",(f>h?\"-\":\"+\")+\"y\")).replace(\"z\",(p>d?\"-\":\"+\")+\"z\");var L=function(){y=0,M=[],S=[],E=[]};(!y||y<M.length*S.length*E.length)&&L();var C=function(t){return\"x\"===t?g:\"y\"===t?m:v},P=function(t){return\"x\"===t?M:\"y\"===t?S:E},I=function(t){return t[y-1]<t[0]?-1:1},O=C(A[1]),z=C(A[3]),D=C(A[5]),R=P(A[1]).length,F=P(A[3]).length,B=P(A[5]).length,N=!1,j=function(t,e,r){return R*(F*t+e)+r},U=I(C(A[1])),V=I(C(A[3])),H=I(C(A[5]));for(e=0;e<B-1;e++){for(r=0;r<F-1;r++){for(i=0;i<R-1;i++){var q=j(e,r,i),G=j(e,r,i+1),Y=j(e,r+1,i),W=j(e+1,r,i);if(O[q]*U<O[G]*U&&z[q]*V<z[Y]*V&&D[q]*H<D[W]*H||(N=!0),N)break}if(N)break}if(N)break}return N&&(n.warn(\"Encountered arbitrary coordinates! 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v=n[u];r.xMax=Math.max(r.xMax,v),r.xMin=Math.min(r.xMin,v);var y=o[u];r.yMax=Math.max(r.yMax,y),r.yMin=Math.min(r.yMin,y);var x=l[u];r.zMax=Math.max(r.zMax,x),r.zMin=Math.min(r.zMin,x)}e._slen=c,e._normMax=f,e._xbnds=[r.xMin,r.xMax],e._ybnds=[r.yMin,r.yMax],e._zbnds=[r.zMin,r.zMax]},filter:s,processGrid:a}},{\"../../components/colorscale/calc\":374,\"../../lib\":503}],1046:[function(t,e,r){\"use strict\";var n=t(\"../../../stackgl_modules\").gl_streamtube3d,i=n.createTubeMesh,a=t(\"../../lib\"),o=t(\"../../lib/gl_format_color\").parseColorScale,s=t(\"../../components/colorscale\").extractOpts,l=t(\"../../plots/gl3d/zip3\"),c={xaxis:0,yaxis:1,zaxis:2};function u(t,e){this.scene=t,this.uid=e,this.mesh=null,this.data=null}var f=u.prototype;function h(t){var e=t.length;return e>2?t.slice(1,e-1):2===e?[(t[0]+t[1])/2]:t}function p(t){var e=t.length;return 1===e?[.5,.5]:[t[1]-t[0],t[e-1]-t[e-2]]}function d(t,e){var r=t.fullSceneLayout,i=t.dataScale,u=e._len,f={};function d(t,e){var 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I.lightPosition=[z.x,z.y,z.z],I.ambient=e.lighting.ambient,I.diffuse=e.lighting.diffuse,I.specular=e.lighting.specular,I.roughness=e.lighting.roughness,I.fresnel=e.lighting.fresnel,I.opacity=e.opacity,e._pad=I.tubeScale*e.sizeref*2,I}f.handlePick=function(t){var e=this.scene.fullSceneLayout,r=this.scene.dataScale;function n(t,n){var i=e[n],a=r[c[n]];return i.l2c(t)/a}if(t.object===this.mesh){var i=t.data.position,a=t.data.velocity;return t.traceCoordinate=[n(i[0],\"xaxis\"),n(i[1],\"yaxis\"),n(i[2],\"zaxis\"),n(a[0],\"xaxis\"),n(a[1],\"yaxis\"),n(a[2],\"zaxis\"),t.data.intensity*this.data._normMax,t.data.divergence],t.textLabel=this.data.hovertext||this.data.text,!0}},f.update=function(t){this.data=t;var e=d(this.scene,t);this.mesh.update(e)},f.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,n=d(t,e),a=i(r,n),o=new u(t,e.uid);return 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_.remove();var D=null,R={};v&&_.each((function(t){R[b.getPtId(t)]={rpx0:t.rpx0,rpx1:t.rpx1,x0:t.x0,x1:t.x1,transform:t.transform},!D&&b.isEntry(t)&&(D=t)}));var F=function(t){return i.partition().size([2*Math.PI,t.height+1])(t)}(M).descendants(),B=M.height+1,N=0,j=S;T.hasMultipleRoots&&b.isHierarchyRoot(M)&&(F=F.slice(1),B-=1,N=1,j+=1),F=F.filter((function(t){return t.y1<=j}));var U=p(k.rotation);U&&F.forEach((function(t){t.x0+=U,t.x1+=U}));var V=Math.min(B,S),H=function(t){return(t-N)/V*I},q=function(t,e){return[t*Math.cos(e),-t*Math.sin(e)]},G=function(t){return s.pathAnnulus(t.rpx0,t.rpx1,t.x0,t.x1,O,z)},Y=function(t){return O+w(t)[0]*(t.transform.rCenter||0)+(t.transform.x||0)},W=function(t){return z+w(t)[1]*(t.transform.rCenter||0)+(t.transform.y||0)};(_=_.data(F,b.getPtId)).enter().append(\"g\").classed(\"slice\",!0),v?_.exit().transition().each((function(){var t=n.select(this);t.select(\"path.surface\").transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=b.getPtId(t),n=R[r],i=R[b.getPtId(M)];if(i){var o=(t.x1>i.x1?2*Math.PI:0)+U;e=t.rpx1<i.rpx1?{x0:t.x0,x1:t.x1,rpx0:0,rpx1:0}:{x0:o,x1:o,rpx0:t.rpx0,rpx1:t.rpx1}}else{var s,l=b.getPtId(t.parent);_.each((function(t){if(b.getPtId(t)===l)return s=t}));var c,u=s.children;u.forEach((function(t,e){if(b.getPtId(t)===r)return c=e}));var f=u.length,h=a(s.x0,s.x1);e={rpx0:I,rpx1:I,x0:h(c/f),x1:h((c+1)/f)}}return a(n,e)}(t);return function(t){return G(e(t))}})),t.select(\"g.slicetext\").attr(\"opacity\",0)})).remove():_.exit().remove(),_.order();var X=null;if(v&&D){var Z=b.getPtId(D);_.each((function(t){null===X&&b.getPtId(t)===Z&&(X=t.x1)}))}var J=_;function K(t){var e=t.parent,r=R[b.getPtId(e)],n={};if(r){var i=e.children,o=i.indexOf(t),s=i.length,l=a(r.x0,r.x1);n.x0=l(o/s),n.x1=l(o/s)}else n.x0=n.x1=0;return n}v&&(J=J.transition().each(\"end\",(function(){var e=n.select(this);b.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:!1})}))),J.each((function(i){var c=n.select(this),f=s.ensureSingle(c,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",\"all\")}));i.rpx0=H(i.y0),i.rpx1=H(i.y1),i.xmid=(i.x0+i.x1)/2,i.pxmid=q(i.rpx1,i.xmid),i.midangle=-(i.xmid-Math.PI/2),i.startangle=-(i.x0-Math.PI/2),i.stopangle=-(i.x1-Math.PI/2),i.halfangle=.5*Math.min(s.angleDelta(i.x0,i.x1)||Math.PI,Math.PI),i.ring=1-i.rpx0/i.rpx1,i.rInscribed=function(t){return 0===t.rpx0&&s.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(i),v?f.transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=R[b.getPtId(t)],n={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(D)if(t.parent)if(X){var i=(t.x1>X?2*Math.PI:0)+U;e={x0:i,x1:i}}else e={rpx0:I,rpx1:I},s.extendFlat(e,K(t));else e={rpx0:0,rpx1:0};else e={x0:U,x1:U};return a(e,n)}(t);return function(t){return G(e(t))}})):f.attr(\"d\",G),c.call(y,M,t,e,{eventDataKeys:x.eventDataKeys,transitionTime:x.CLICK_TRANSITION_TIME,transitionEasing:x.CLICK_TRANSITION_EASING}).call(b.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),f.call(m,i,k);var p=s.ensureSingle(c,\"g\",\"slicetext\"),_=s.ensureSingle(p,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),w=s.ensureUniformFontSize(t,b.determineTextFont(k,i,h.font));_.text(r.formatSliceLabel(i,M,k,e,h)).classed(\"slicetext\",!0).attr(\"text-anchor\",\"middle\").call(o.font,w).call(l.convertToTspans,t);var A=o.bBox(_.node());i.transform=g(A,i,T),i.transform.targetX=Y(i),i.transform.targetY=W(i);var S=function(t,e){var r=t.transform;return d(r,e),r.fontSize=w.size,u(k.type,r,h),s.getTextTransform(r)};v?_.transition().attrTween(\"transform\",(function(t){var e=function(t){var e,r=R[b.getPtId(t)],n=t.transform;if(r)e=r;else if(e={rpx1:t.rpx1,transform:{textPosAngle:n.textPosAngle,scale:0,rotate:n.rotate,rCenter:n.rCenter,x:n.x,y:n.y}},D)if(t.parent)if(X){var i=t.x1>X?2*Math.PI:0;e.x0=e.x1=i}else s.extendFlat(e,K(t));else e.x0=e.x1=U;else e.x0=e.x1=U;var o=a(e.transform.textPosAngle,t.transform.textPosAngle),l=a(e.rpx1,t.rpx1),c=a(e.x0,t.x0),f=a(e.x1,t.x1),p=a(e.transform.scale,n.scale),d=a(e.transform.rotate,n.rotate),g=0===n.rCenter?3:0===e.transform.rCenter?1/3:1,m=a(e.transform.rCenter,n.rCenter);return function(t){var e=l(t),r=c(t),i=f(t),a=function(t){return m(Math.pow(t,g))}(t),s={pxmid:q(e,(r+i)/2),rpx1:e,transform:{textPosAngle:o(t),rCenter:a,x:n.x,y:n.y}};return u(k.type,n,h),{transform:{targetX:Y(s),targetY:W(s),scale:p(t),rotate:d(t),rCenter:a}}}}(t);return function(t){return S(e(t),A)}})):_.attr(\"transform\",S(i,A))}))}function w(t){return e=t.rpx1,r=t.transform.textPosAngle,[e*Math.sin(r),-e*Math.cos(r)];var e,r}r.plot=function(t,e,r,i){var a,o,s=t._fullLayout,l=s._sunburstlayer,c=!r,u=!s.uniformtext.mode&&b.hasTransition(r);(f(\"sunburst\",s),(a=l.selectAll(\"g.trace.sunburst\").data(e,(function(t){return t[0].trace.uid}))).enter().append(\"g\").classed(\"trace\",!0).classed(\"sunburst\",!0).attr(\"stroke-linejoin\",\"round\"),a.order(),u)?(i&&(o=i()),n.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){o&&o()})).each(\"interrupt\",(function(){o&&o()})).each((function(){l.selectAll(\"g.trace\").each((function(e){_(t,e,this,r)}))}))):(a.each((function(e){_(t,e,this,r)})),s.uniformtext.mode&&v(t,s._sunburstlayer.selectAll(\".trace\"),\"sunburst\"));c&&a.exit().remove()},r.formatSliceLabel=function(t,e,r,n,i){var a=r.texttemplate,o=r.textinfo;if(!(a||o&&\"none\"!==o))return\"\";var l=i.separators,c=n[0],u=t.data.data,f=c.hierarchy,h=b.isHierarchyRoot(t),p=b.getParent(f,t),d=b.getValue(t);if(!a){var g,m=o.split(\"+\"),v=function(t){return-1!==m.indexOf(t)},y=[];if(v(\"label\")&&u.label&&y.push(u.label),u.hasOwnProperty(\"v\")&&v(\"value\")&&y.push(b.formatValue(u.v,l)),!h){v(\"current path\")&&y.push(b.getPath(t.data));var x=0;v(\"percent parent\")&&x++,v(\"percent entry\")&&x++,v(\"percent root\")&&x++;var _=x>1;if(x){var w,T=function(t){g=b.formatPercent(w,l),_&&(g+=\" of \"+t),y.push(g)};v(\"percent parent\")&&!h&&(w=d/b.getValue(p),T(\"parent\")),v(\"percent entry\")&&(w=d/b.getValue(e),T(\"entry\")),v(\"percent root\")&&(w=d/b.getValue(f),T(\"root\"))}}return v(\"text\")&&(g=s.castOption(r,u.i,\"text\"),s.isValidTextValue(g)&&y.push(g)),y.join(\"<br>\")}var k=s.castOption(r,u.i,\"texttemplate\");if(!k)return\"\";var A={};u.label&&(A.label=u.label),u.hasOwnProperty(\"v\")&&(A.value=u.v,A.valueLabel=b.formatValue(u.v,l)),A.currentPath=b.getPath(t.data),h||(A.percentParent=d/b.getValue(p),A.percentParentLabel=b.formatPercent(A.percentParent,l),A.parent=b.getPtLabel(p)),A.percentEntry=d/b.getValue(e),A.percentEntryLabel=b.formatPercent(A.percentEntry,l),A.entry=b.getPtLabel(e),A.percentRoot=d/b.getValue(f),A.percentRootLabel=b.formatPercent(A.percentRoot,l),A.root=b.getPtLabel(f),u.hasOwnProperty(\"color\")&&(A.color=u.color);var M=s.castOption(r,u.i,\"text\");return(s.isValidTextValue(M)||\"\"===M)&&(A.text=M),A.customdata=s.castOption(r,u.i,\"customdata\"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},{\"../../components/drawing\":388,\"../../lib\":503,\"../../lib/svg_text_utils\":529,\"../bar/style\":662,\"../bar/uniform_text\":664,\"../pie/helpers\":906,\"../pie/plot\":910,\"./constants\":1052,\"./fx\":1054,\"./helpers\":1055,\"./style\":1060,\"@plotly/d3\":58,\"d3-hierarchy\":115,\"d3-interpolate\":116}],1060:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../components/color\"),a=t(\"../../lib\"),o=t(\"../bar/uniform_text\").resizeText;function s(t,e,r){var n=e.data.data,o=!e.children,s=n.i,l=a.castOption(r,s,\"marker.line.color\")||i.defaultLine,c=a.castOption(r,s,\"marker.line.width\")||0;t.style(\"stroke-width\",c).call(i.fill,n.color).call(i.stroke,l).style(\"opacity\",o?r.leaf.opacity:null)}e.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(\".trace\");o(t,e,\"sunburst\"),e.each((function(t){var e=n.select(this),r=t[0].trace;e.style(\"opacity\",r.opacity),e.selectAll(\"path.surface\").each((function(t){n.select(this).call(s,t,r)}))}))},styleOne:s}},{\"../../components/color\":366,\"../../lib\":503,\"../bar/uniform_text\":664,\"@plotly/d3\":58}],1061:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=t(\"../../plot_api/edit_types\").overrideAll;function u(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var f=e.exports=c(l({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:o(),xhoverformat:a(\"x\"),yhoverformat:a(\"y\"),zhoverformat:a(\"z\"),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or surfacecolor\",showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:\"calc\"}),{contours:{x:u(),y:u(),z:u()},hidesurface:{valType:\"boolean\",dflt:!1},lightposition:{x:{valType:\"number\",min:-1e5,max:1e5,dflt:10},y:{valType:\"number\",min:-1e5,max:1e5,dflt:1e4},z:{valType:\"number\",min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:\"number\",min:0,max:1,dflt:.8},diffuse:{valType:\"number\",min:0,max:1,dflt:.8},specular:{valType:\"number\",min:0,max:2,dflt:.05},roughness:{valType:\"number\",min:0,max:1,dflt:.5},fresnel:{valType:\"number\",min:0,max:5,dflt:.2}},opacity:{valType:\"number\",min:0,max:1,dflt:1},opacityscale:{valType:\"any\",editType:\"calc\"},_deprecated:{zauto:l({},i.zauto,{}),zmin:l({},i.zmin,{}),zmax:l({},i.zmax,{})},hoverinfo:l({},s.hoverinfo),showlegend:l({},s.showlegend,{dflt:!1})}),\"calc\",\"nested\");f.x.editType=f.y.editType=f.z.editType=\"calc+clearAxisTypes\",f.transforms=void 0},{\"../../components/color\":366,\"../../components/colorscale/attributes\":373,\"../../lib/extend\":493,\"../../plot_api/edit_types\":536,\"../../plots/attributes\":550,\"../../plots/cartesian/axis_format_attributes\":557,\"../../plots/template_attributes\":633}],1062:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":374}],1063:[function(t,e,r){\"use strict\";var n=t(\"../../../stackgl_modules\").gl_surface3d,i=t(\"../../../stackgl_modules\").ndarray,a=t(\"../../../stackgl_modules\").ndarray_linear_interpolate.d2,o=t(\"../heatmap/interp2d\"),s=t(\"../heatmap/find_empties\"),l=t(\"../../lib\").isArrayOrTypedArray,c=t(\"../../lib/gl_format_color\").parseColorScale,u=t(\"../../lib/str2rgbarray\"),f=t(\"../../components/colorscale\").extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){var o=t.dataCoordinate[a];null!=o&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[i]&&void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var 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A=[!0,!0,!0],M=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=y[e],p.highlightColor[e]=w.contourColor[e]=u(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=u(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,\"lighting\"in 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i=n(\"opacityscale\");\"max\"===i?e.opacityscale=[[0,.1],[1,1]]:\"min\"===i?e.opacityscale=[[0,1],[1,.1]]:\"extremes\"===i?e.opacityscale=function(t,e){for(var r=[],n=0;n<32;n++){var i=n/31,a=e+(1-e)*(1-Math.pow(Math.sin(t*i*Math.PI),2));r.push([i,Math.max(0,Math.min(1,a))])}return r}(1,.1):function(t){var e=0;if(!Array.isArray(t)||t.length<2)return!1;if(!t[0]||!t[t.length-1])return!1;if(0!=+t[0][0]||1!=+t[t.length-1][0])return!1;for(var r=0;r<t.length;r++){var n=t[r];if(2!==n.length||+n[0]<e)return!1;e=+n[0]}return!0}(i)||(e.opacityscale=void 0)}function l(t,e,r){e in t&&!(r in t)&&(t[r]=t[e])}e.exports={supplyDefaults:function(t,e,r,c){var u,f;function h(r,n){return i.coerce(t,e,o,r,n)}var 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\",cn:{table:\"table\",tableControlView:\"table-control-view\",scrollBackground:\"scroll-background\",yColumn:\"y-column\",columnBlock:\"column-block\",scrollAreaClip:\"scroll-area-clip\",scrollAreaClipRect:\"scroll-area-clip-rect\",columnBoundary:\"column-boundary\",columnBoundaryClippath:\"column-boundary-clippath\",columnBoundaryRect:\"column-boundary-rect\",columnCells:\"column-cells\",columnCell:\"column-cell\",cellRect:\"cell-rect\",cellText:\"cell-text\",cellTextHolder:\"cell-text-holder\",scrollbarKit:\"scrollbar-kit\",scrollbar:\"scrollbar\",scrollbarSlider:\"scrollbar-slider\",scrollbarGlyph:\"scrollbar-glyph\",scrollbarCaptureZone:\"scrollbar-capture-zone\"}}},{}],1070:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),i=t(\"../../lib/extend\").extendFlat,a=t(\"fast-isnumeric\");function o(t){if(Array.isArray(t)){for(var e=0,r=0;r<t.length;r++)e=Math.max(e,o(t[r]));return e}return t}function s(t,e){return t+e}function l(t){var e,r=t.slice(),n=1/0,i=0;for(e=0;e<r.length;e++)Array.isArray(r[e])||(r[e]=[r[e]]),n=Math.min(n,r[e].length),i=Math.max(i,r[e].length);if(n!==i)for(e=0;e<r.length;e++){var a=i-r[e].length;a&&(r[e]=r[e].concat(c(a)))}return r}function c(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=\"\";return e}function u(t){return t.calcdata.columns.reduce((function(e,r){return r.xIndex<t.xIndex?e+r.columnWidth:e}),0)}function f(t,e){return Object.keys(t).map((function(r){return i({},t[r],{auxiliaryBlocks:e})}))}function h(t,e){for(var r,n={},i=0,a=0,o={firstRowIndex:null,lastRowIndex:null,rows:[]},s=0,l=0,c=0;c<t.length;c++)r=t[c],o.rows.push({rowIndex:c,rowHeight:r}),((a+=r)>=e||c===t.length-1)&&(n[i]=o,o.key=l++,o.firstRowIndex=s,o.lastRowIndex=c,o={firstRowIndex:null,lastRowIndex:null,rows:[]},i+=a,s=c+1,a=0);return n}e.exports=function(t,e){var r=l(e.cells.values),p=function(t){return t.slice(e.header.values.length,t.length)},d=l(e.header.values);d.length&&!d[0].length&&(d[0]=[\"\"],d=l(d));var g=d.concat(p(r).map((function(){return c((d[0]||[\"\"]).length)}))),m=e.domain,v=Math.floor(t._fullLayout._size.w*(m.x[1]-m.x[0])),y=Math.floor(t._fullLayout._size.h*(m.y[1]-m.y[0])),x=e.header.values.length?g[0].map((function(){return e.header.height})):[n.emptyHeaderHeight],b=r.length?r[0].map((function(){return e.cells.height})):[],_=x.reduce(s,0),w=h(b,y-_+n.uplift),T=f(h(x,_),[]),k=f(w,T),A={},M=e._fullInput.columnorder.concat(p(r.map((function(t,e){return e})))),S=g.map((function(t,r){var n=Array.isArray(e.columnwidth)?e.columnwidth[Math.min(r,e.columnwidth.length-1)]:e.columnwidth;return a(n)?Number(n):1})),E=S.reduce(s,0);S=S.map((function(t){return t/E*v}));var L=Math.max(o(e.header.line.width),o(e.cells.line.width)),C={key:e.uid+t._context.staticPlot,translateX:m.x[0]*t._fullLayout._size.w,translateY:t._fullLayout._size.h*(1-m.y[1]),size:t._fullLayout._size,width:v,maxLineWidth:L,height:y,columnOrder:M,groupHeight:y,rowBlocks:k,headerRowBlocks:T,scrollY:0,cells:i({},e.cells,{values:r}),headerCells:i({},e.header,{values:g}),gdColumns:g.map((function(t){return t[0]})),gdColumnsOriginalOrder:g.map((function(t){return t[0]})),prevPages:[0,0],scrollbarState:{scrollbarScrollInProgress:!1},columns:g.map((function(t,e){var r=A[t];return A[t]=(r||0)+1,{key:t+\"__\"+A[t],label:t,specIndex:e,xIndex:M[e],xScale:u,x:void 0,calcdata:void 0,columnWidth:S[e]}}))};return C.columns.forEach((function(t){t.calcdata=C,t.x=u(t)})),C}},{\"../../lib/extend\":493,\"./constants\":1069,\"fast-isnumeric\":190}],1071:[function(t,e,r){\"use strict\";var n=t(\"../../lib/extend\").extendFlat;r.splitToPanels=function(t){var e=[0,0],r=n({},t,{key:\"header\",type:\"header\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!0,values:t.calcdata.headerCells.values[t.specIndex],rowBlocks:t.calcdata.headerRowBlocks,calcdata:n({},t.calcdata,{cells:t.calcdata.headerCells})});return[n({},t,{key:\"cells1\",type:\"cells\",page:0,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),n({},t,{key:\"cells2\",type:\"cells\",page:1,prevPages:e,currentRepaint:[null,null],dragHandle:!1,values:t.calcdata.cells.values[t.specIndex],rowBlocks:t.calcdata.rowBlocks}),r]},r.splitToCells=function(t){var e=function(t){var e=t.rowBlocks[t.page],r=e?e.rows[0].rowIndex:0,n=e?r+e.rows.length:0;return[r,n]}(t);return(t.values||[]).slice(e[0],e[1]).map((function(r,n){return{keyWithinBlock:n+(\"string\"==typeof r&&r.match(/[<$&> 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a.indexOf(t)})),s=o.length;s<n;s++)o.push(s);e(\"columnorder\",o)}(e,s),s(\"cells.values\"),s(\"cells.format\"),s(\"cells.align\"),s(\"cells.prefix\"),s(\"cells.suffix\"),s(\"cells.height\"),s(\"cells.line.width\"),s(\"cells.line.color\"),s(\"cells.fill.color\"),n.coerceFont(s,\"cells.font\",n.extendFlat({},o.font)),e._length=null}},{\"../../lib\":503,\"../../plots/domain\":584,\"./attributes\":1066}],1073:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),moduleType:\"trace\",name:\"table\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1066,\"./base_plot\":1067,\"./calc\":1068,\"./defaults\":1072,\"./plot\":1074}],1074:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),i=t(\"@plotly/d3\"),a=t(\"../../lib\").numberFormat,o=t(\"../../lib/gup\"),s=t(\"../../components/drawing\"),l=t(\"../../lib/svg_text_utils\"),c=t(\"../../lib\").raiseToTop,u=t(\"../../lib\").strTranslate,f=t(\"../../lib\").cancelTransition,h=t(\"./data_preparation_helper\"),p=t(\"./data_split_helpers\"),d=t(\"../../components/color\");function g(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function m(t,e){return\"clip\"+t._fullLayout._uid+\"_scrollAreaBottomClip_\"+e.key}function v(t,e){return\"clip\"+t._fullLayout._uid+\"_columnBoundaryClippath_\"+e.calcdata.key+\"_\"+e.specIndex}function y(t){return[].concat.apply([],t.map((function(t){return t}))).map((function(t){return t.__data__}))}function x(t,e,r){var a=t.selectAll(\".\"+n.cn.scrollbarKit).data(o.repeat,o.keyFun);a.enter().append(\"g\").classed(n.cn.scrollbarKit,!0).style(\"shape-rendering\",\"geometricPrecision\"),a.each((function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return D(e,e.length-1)+(e.length?R(e[e.length-1],1/0):1)}(t),e.scrollableAreaHeight=t.groupHeight-S(t),e.currentlyVisibleHeight=Math.min(e.totalHeight,e.scrollableAreaHeight),e.ratio=e.currentlyVisibleHeight/e.totalHeight,e.barLength=Math.max(e.ratio*e.currentlyVisibleHeight,n.goldenRatio*n.scrollbarWidth),e.barWiggleRoom=e.currentlyVisibleHeight-e.barLength,e.wiggleRoom=Math.max(0,e.totalHeight-e.scrollableAreaHeight),e.topY=0===e.barWiggleRoom?0:t.scrollY/e.wiggleRoom*e.barWiggleRoom,e.bottomY=e.topY+e.barLength,e.dragMultiplier=e.wiggleRoom/e.barWiggleRoom})).attr(\"transform\",(function(t){var e=t.width+n.scrollbarWidth/2+n.scrollbarOffset;return u(e,S(t))}));var s=a.selectAll(\".\"+n.cn.scrollbar).data(o.repeat,o.keyFun);s.enter().append(\"g\").classed(n.cn.scrollbar,!0);var l=s.selectAll(\".\"+n.cn.scrollbarSlider).data(o.repeat,o.keyFun);l.enter().append(\"g\").classed(n.cn.scrollbarSlider,!0),l.attr(\"transform\",(function(t){return u(0,t.scrollbarState.topY||0)}));var c=l.selectAll(\".\"+n.cn.scrollbarGlyph).data(o.repeat,o.keyFun);c.enter().append(\"line\").classed(n.cn.scrollbarGlyph,!0).attr(\"stroke\",\"black\").attr(\"stroke-width\",n.scrollbarWidth).attr(\"stroke-linecap\",\"round\").attr(\"y1\",n.scrollbarWidth/2),c.attr(\"y2\",(function(t){return t.scrollbarState.barLength-n.scrollbarWidth/2})).attr(\"stroke-opacity\",(function(t){return t.columnDragInProgress||!t.scrollbarState.barWiggleRoom||r?0:.4})),c.transition().delay(0).duration(0),c.transition().delay(n.scrollbarHideDelay).duration(n.scrollbarHideDuration).attr(\"stroke-opacity\",0);var f=s.selectAll(\".\"+n.cn.scrollbarCaptureZone).data(o.repeat,o.keyFun);f.enter().append(\"line\").classed(n.cn.scrollbarCaptureZone,!0).attr(\"stroke\",\"white\").attr(\"stroke-opacity\",.01).attr(\"stroke-width\",n.scrollbarCaptureWidth).attr(\"stroke-linecap\",\"butt\").attr(\"y1\",0).on(\"mousedown\",(function(r){var n=i.event.y,a=this.getBoundingClientRect(),o=r.scrollbarState,s=n-a.top,l=i.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||L(e,t,null,l(s-o.barLength/2))(r)})).call(i.behavior.drag().origin((function(t){return i.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t})).on(\"drag\",L(e,t)).on(\"dragend\",(function(){}))),f.attr(\"y2\",(function(t){return t.scrollbarState.scrollableAreaHeight})),e._context.staticPlot&&(c.remove(),f.remove())}function b(t,e,r,a){var l=function(t){var e=t.selectAll(\".\"+n.cn.columnCell).data(p.splitToCells,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.columnCell,!0),e.exit().remove(),e}(function(t){var e=t.selectAll(\".\"+n.cn.columnCells).data(o.repeat,o.keyFun);return e.enter().append(\"g\").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r));!function(t){t.each((function(t,e){var r=t.calcdata.cells.font,n=t.column.specIndex,i={size:T(r.size,n,e),color:T(r.color,n,e),family:T(r.family,n,e)};t.rowNumber=t.key,t.align=T(t.calcdata.cells.align,n,e),t.cellBorderWidth=T(t.calcdata.cells.line.width,n,e),t.font=i}))}(l),function(t){t.attr(\"width\",(function(t){return t.column.columnWidth})).attr(\"stroke-width\",(function(t){return t.cellBorderWidth})).each((function(t){var e=i.select(this);d.stroke(e,T(t.calcdata.cells.line.color,t.column.specIndex,t.rowNumber)),d.fill(e,T(t.calcdata.cells.fill.color,t.column.specIndex,t.rowNumber))}))}(function(t){var e=t.selectAll(\".\"+n.cn.cellRect).data(o.repeat,(function(t){return t.keyWithinBlock}));return e.enter().append(\"rect\").classed(n.cn.cellRect,!0),e}(l));var c=function(t){var e=t.selectAll(\".\"+n.cn.cellText).data(o.repeat,(function(t){return t.keyWithinBlock}));return 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n=t[Math.min(e,t.length-1)];return Array.isArray(n)?n[Math.min(r,n.length-1)]:n}return t}function k(t,e,r){t.transition().ease(n.releaseTransitionEase).duration(n.releaseTransitionDuration).attr(\"transform\",u(e.x,r))}function A(t){return\"cells\"===t.type}function M(t){return\"header\"===t.type}function S(t){return(t.rowBlocks.length?t.rowBlocks[0].auxiliaryBlocks:[]).reduce((function(t,e){return t+R(e,1/0)}),0)}function E(t,e,r){var n=y(e)[0];if(void 0!==n){var i=n.rowBlocks,a=n.calcdata,o=D(i,i.length),s=n.calcdata.groupHeight-S(n),l=a.scrollY=Math.max(0,Math.min(o-s,a.scrollY)),c=function(t,e,r){for(var n=[],i=0,a=0;a<t.length;a++){for(var o=t[a],s=o.rows,l=0,c=0;c<s.length;c++)l+=s[c].rowHeight;o.allRowsHeight=l;e<i+l&&e+r>i&&n.push(a),i+=l}return n}(i,l,s);1===c.length&&(c[0]===i.length-1?c.unshift(c[0]-1):c.push(c[0]+1)),c[0]%2&&c.reverse(),e.each((function(t,e){t.page=c[e],t.scrollY=l})),e.attr(\"transform\",(function(t){var e=D(t.rowBlocks,t.page)-t.scrollY;return 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n,i,a,o=t[t.length-1],l=0;l<t.length;l++){n=o,o=t[l];var c=e.pointsCompare(n,o);0!==c&&s((i=c<0?n:o,a=c<0?o:n,{id:r?r.segmentId():-1,start:i,end:a,myFill:{above:null,below:null},otherFill:null}),!0)}},calculate:function(t){return c(t,!1)}}:{calculate:function(t,e,r,n){return t.forEach((function(t){s(i(t.start,t.end,t),!0)})),r.forEach((function(t){s(i(t.start,t.end,t),!1)})),c(e,n)}}}},{\"./linked-list\":259}],259:[function(t,e,r){e.exports={create:function(){var t={root:{root:!0,next:null},exists:function(e){return null!==e&&e!==t.root},isEmpty:function(){return null===t.root.next},getHead:function(){return t.root.next},insertBefore:function(e,r){for(var n=t.root,i=t.root.next;null!==i;){if(r(i))return e.prev=i.prev,e.next=i,i.prev.next=e,void(i.prev=e);n=i,i=i.next}n.next=e,e.prev=n,e.next=null},findTransition:function(e){for(var r=t.root,n=t.root.next;null!==n&&!e(n);)r=n,n=n.next;return{before:r===t.root?null:r,after:n,insert:function(t){return t.prev=r,t.next=n,r.next=t,null!==n&&(n.prev=t),t}}}};return t},node:function(t){return t.prev=null,t.next=null,t.remove=function(){t.prev.next=t.next,t.next&&(t.next.prev=t.prev),t.prev=null,t.next=null},t}}},{}],260:[function(t,e,r){e.exports=function(t,e,r){var n=[],i=[];return t.forEach((function(t){var a=t.start,o=t.end;if(e.pointsSame(a,o))console.warn(\"PolyBool: Warning: Zero-length segment detected; your epsilon is probably too small or too large\");else{r&&r.chainStart(t);for(var s={index:0,matches_head:!1,matches_pt1:!1},l={index:0,matches_head:!1,matches_pt1:!1},c=s,u=0;u<n.length;u++){var f=(g=n[u])[0],h=(g[1],g[g.length-1]);g[g.length-2];if(e.pointsSame(f,a)){if(k(u,!0,!0))break}else if(e.pointsSame(f,o)){if(k(u,!0,!1))break}else if(e.pointsSame(h,a)){if(k(u,!1,!0))break}else if(e.pointsSame(h,o)&&k(u,!1,!1))break}if(c===s)return n.push([a,o]),void(r&&r.chainNew(a,o));if(c===l){r&&r.chainMatch(s.index);var p=s.index,d=s.matches_pt1?o:a,m=s.matches_head,g=n[p],v=m?g[0]:g[g.length-1],y=m?g[1]:g[g.length-2],x=m?g[g.length-1]:g[0],b=m?g[g.length-2]:g[1];return e.pointsCollinear(y,v,d)&&(m?(r&&r.chainRemoveHead(s.index,d),g.shift()):(r&&r.chainRemoveTail(s.index,d),g.pop()),v=y),e.pointsSame(x,d)?(n.splice(p,1),e.pointsCollinear(b,x,v)&&(m?(r&&r.chainRemoveTail(s.index,v),g.pop()):(r&&r.chainRemoveHead(s.index,v),g.shift())),r&&r.chainClose(s.index),void i.push(g)):void(m?(r&&r.chainAddHead(s.index,d),g.unshift(d)):(r&&r.chainAddTail(s.index,d),g.push(d)))}var _=s.index,w=l.index;r&&r.chainConnect(_,w);var T=n[_].length<n[w].length;s.matches_head?l.matches_head?T?(A(_),M(_,w)):(A(w),M(w,_)):M(w,_):l.matches_head?M(_,w):T?(A(_),M(w,_)):(A(w),M(_,w))}function k(t,e,r){return c.index=t,c.matches_head=e,c.matches_pt1=r,c===s?(c=l,!1):(c=null,!0)}function A(t){r&&r.chainReverse(t),n[t].reverse()}function M(t,i){var a=n[t],o=n[i],s=a[a.length-1],l=a[a.length-2],c=o[0],u=o[1];e.pointsCollinear(l,s,c)&&(r&&r.chainRemoveTail(t,s),a.pop(),s=l),e.pointsCollinear(s,c,u)&&(r&&r.chainRemoveHead(i,c),o.shift()),r&&r.chainJoin(t,i),n[t]=a.concat(o),n.splice(i,1)}})),i}},{}],261:[function(t,e,r){function n(t,e,r){var n=[];return t.forEach((function(t){var i=(t.myFill.above?8:0)+(t.myFill.below?4:0)+(t.otherFill&&t.otherFill.above?2:0)+(t.otherFill&&t.otherFill.below?1:0);0!==e[i]&&n.push({id:r?r.segmentId():-1,start:t.start,end:t.end,myFill:{above:1===e[i],below:2===e[i]},otherFill:null})})),r&&r.selected(n),n}var i={union:function(t,e){return n(t,[0,2,1,0,2,2,0,0,1,0,1,0,0,0,0,0],e)},intersect:function(t,e){return n(t,[0,0,0,0,0,2,0,2,0,0,1,1,0,2,1,0],e)},difference:function(t,e){return n(t,[0,0,0,0,2,0,2,0,1,1,0,0,0,1,2,0],e)},differenceRev:function(t,e){return n(t,[0,2,1,0,0,0,1,1,0,2,0,2,0,0,0,0],e)},xor:function(t,e){return n(t,[0,2,1,0,2,0,0,1,1,0,0,2,0,1,2,0],e)}};e.exports=i},{}],262:[function(t,e,r){\"use strict\";var n=t(\"stream\").Transform,i=t(\"stream-parser\");function a(){n.call(this,{readableObjectMode:!0})}function o(t,e,r){Error.call(this),Error.captureStackTrace?Error.captureStackTrace(this,this.constructor):this.stack=(new Error).stack||\"\",this.name=this.constructor.name,this.message=t,e&&(this.code=e),r&&(this.statusCode=r)}a.prototype=Object.create(n.prototype),a.prototype.constructor=a,i(a.prototype),r.ParserStream=a,r.sliceEq=function(t,e,r){for(var n=e,i=0;i<r.length;)if(t[n++]!==r[i++])return!1;return!0},r.str2arr=function(t,e){var r=[],n=0;if(e&&\"hex\"===e)for(;n<t.length;)r.push(parseInt(t.slice(n,n+2),16)),n+=2;else for(;n<t.length;n++)r.push(255&t.charCodeAt(n));return r},r.readUInt16LE=function(t,e){return t[e]|t[e+1]<<8},r.readUInt16BE=function(t,e){return t[e+1]|t[e]<<8},r.readUInt32LE=function(t,e){return t[e]|t[e+1]<<8|t[e+2]<<16|16777216*t[e+3]},r.readUInt32BE=function(t,e){return t[e+3]|t[e+2]<<8|t[e+1]<<16|16777216*t[e]},o.prototype=Object.create(Error.prototype),o.prototype.constructor=o,r.ProbeError=o},{stream:285,\"stream-parser\":301}],263:[function(t,e,r){\"use strict\";function n(t,e){var r=new Error(t);return r.code=e,r}function i(t){try{return decodeURIComponent(escape(t))}catch(e){return t}}function a(t,e,r){this.input=t.subarray(e,r),this.start=e;var i=String.fromCharCode.apply(null,this.input.subarray(0,4));if(\"II*\\0\"!==i&&\"MM\\0*\"!==i)throw n(\"invalid TIFF signature\",\"EBADDATA\");this.big_endian=\"M\"===i[0]}a.prototype.each=function(t){this.aborted=!1;var e=this.read_uint32(4);for(this.ifds_to_read=[{id:0,offset:e}];this.ifds_to_read.length>0&&!this.aborted;){var r=this.ifds_to_read.shift();r.offset&&this.scan_ifd(r.id,r.offset,t)}},a.prototype.read_uint16=function(t){var e=this.input;if(t+2>e.length)throw n(\"unexpected EOF\",\"EBADDATA\");return this.big_endian?256*e[t]+e[t+1]:e[t]+256*e[t+1]},a.prototype.read_uint32=function(t){var e=this.input;if(t+4>e.length)throw n(\"unexpected EOF\",\"EBADDATA\");return this.big_endian?16777216*e[t]+65536*e[t+1]+256*e[t+2]+e[t+3]:e[t]+256*e[t+1]+65536*e[t+2]+16777216*e[t+3]},a.prototype.is_subifd_link=function(t,e){return 0===t&&34665===e||0===t&&34853===e||34665===t&&40965===e},a.prototype.exif_format_length=function(t){switch(t){case 1:case 2:case 6:case 7:return 1;case 3:case 8:return 2;case 4:case 9:case 11:return 4;case 5:case 10:case 12:return 8;default:return 0}},a.prototype.exif_format_read=function(t,e){var r;switch(t){case 1:case 2:return r=this.input[e];case 6:return(r=this.input[e])|33554430*(128&r);case 3:return r=this.read_uint16(e);case 8:return(r=this.read_uint16(e))|131070*(32768&r);case 4:return r=this.read_uint32(e);case 9:return 0|(r=this.read_uint32(e));case 5:case 10:case 11:case 12:case 7:default:return null}},a.prototype.scan_ifd=function(t,e,r){var a=this.read_uint16(e);e+=2;for(var o=0;o<a;o++){var s=this.read_uint16(e),l=this.read_uint16(e+2),c=this.read_uint32(e+4),u=this.exif_format_length(l),f=c*u,h=f<=4?e+8:this.read_uint32(e+8),p=!1;if(h+f>this.input.length)throw n(\"unexpected EOF\",\"EBADDATA\");for(var d=[],m=h,g=0;g<c;g++,m+=u){var v=this.exif_format_read(l,m);if(null===v){d=null;break}d.push(v)}if(Array.isArray(d)&&2===l&&(d=i(String.fromCharCode.apply(null,d)))&&\"\\0\"===d[d.length-1]&&(d=d.slice(0,-1)),this.is_subifd_link(t,s)&&Array.isArray(d)&&Number.isInteger(d[0])&&d[0]>0&&(this.ifds_to_read.push({id:s,offset:d[0]}),p=!0),!1===r({is_big_endian:this.big_endian,ifd:t,tag:s,format:l,count:c,entry_offset:e+this.start,data_length:f,data_offset:h+this.start,value:d,is_subifd_link:p}))return void(this.aborted=!0);e+=12}0===t&&this.ifds_to_read.push({id:1,offset:this.read_uint32(e)})},e.exports.ExifParser=a,e.exports.get_orientation=function(t){var e=0;try{return new a(t,0,t.length).each((function(t){if(0===t.ifd&&274===t.tag&&Array.isArray(t.value))return e=t.value[0],!1})),e}catch(t){return-1}}},{}],264:[function(t,e,r){\"use strict\";var n=t(\"./common\").readUInt16BE,i=t(\"./common\").readUInt32BE;function a(t,e){if(t.length<4+e)return null;var r=i(t,e);return t.length<r+e||r<8?null:{boxtype:String.fromCharCode.apply(null,t.slice(e+4,e+8)),data:t.slice(e+8,e+r),end:e+r}}function o(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;switch(n.boxtype){case\"ispe\":e.sizes.push({width:i(n.data,4),height:i(n.data,8)});break;case\"irot\":e.transforms.push({type:\"irot\",value:3&n.data[0]});break;case\"imir\":e.transforms.push({type:\"imir\",value:1&n.data[0]})}r=n.end}}function s(t,e,r){for(var n=0,i=0;i<r;i++)n=256*n+(t[e+i]||0);return n}function l(t,e){for(var r=t[4]>>4&15,i=15&t[4],a=t[5]>>4&15,o=n(t,6),l=8,c=0;c<o;c++){var u=n(t,l),f=n(t,l+=2),h=s(t,l+=2,a),p=n(t,l+=a);if(l+=2,0===f&&1===p){var d=s(t,l,r),m=s(t,l+r,i);e.item_loc[u]={length:m,offset:d+h}}l+=p*(r+i)}}function c(t,e){for(var r=n(t,4),i=6,o=0;o<r;o++){var s=a(t,i);if(!s)break;if(\"infe\"===s.boxtype){for(var l=n(s.data,4),c=\"\",u=8;u<s.data.length&&s.data[u];u++)c+=String.fromCharCode(s.data[u]);e.item_inf[c]=l}i=s.end}}function u(t,e){for(var r=0;;){var n=a(t,r);if(!n)break;\"ipco\"===n.boxtype&&o(n.data,e),r=n.end}}e.exports.unbox=a,e.exports.readSizeFromMeta=function(t){var e={sizes:[],transforms:[],item_inf:{},item_loc:{}};if(function(t,e){for(var r=4;;){var n=a(t,r);if(!n)break;\"iprp\"===n.boxtype&&u(n.data,e),\"iloc\"===n.boxtype&&l(n.data,e),\"iinf\"===n.boxtype&&c(n.data,e),r=n.end}}(t,e),e.sizes.length){var r,n,i,o=(r=e.sizes,n=r.reduce((function(t,e){return t.width>e.width||t.width===e.width&&t.height>e.height?t:e})),i=r.reduce((function(t,e){return t.height>e.height||t.height===e.height&&t.width>e.width?t:e})),n.width>i.height||n.width===i.height&&n.height>i.width?n:i),s=1;e.transforms.forEach((function(t){var e={1:6,2:5,3:8,4:7,5:4,6:3,7:2,8:1},r={1:4,2:3,3:2,4:1,5:6,6:5,7:8,8:7};if(\"imir\"===t.type&&(s=0===t.value?r[s]:e[s=e[s=r[s]]]),\"irot\"===t.type)for(var n=0;n<t.value;n++)s=e[s]}));var f=null;return e.item_inf.Exif&&(f=e.item_loc[e.item_inf.Exif]),{width:o.width,height:o.height,orientation:e.transforms.length?s:null,variants:e.sizes,exif_location:f}}},e.exports.getMimeType=function(t){var e=String.fromCharCode.apply(null,t.slice(0,4)),r={};r[e]=!0;for(var n=8;n<t.length;n+=4)r[String.fromCharCode.apply(null,t.slice(n,n+4))]=!0;if(r.mif1||r.msf1||r.miaf)return\"avif\"===e||\"avis\"===e||\"avio\"===e?{type:\"avif\",mime:\"image/avif\"}:\"heic\"===e||\"heix\"===e?{type:\"heic\",mime:\"image/heic\"}:\"hevc\"===e||\"hevx\"===e?{type:\"heic\",mime:\"image/heic-sequence\"}:r.avif||r.avis?{type:\"avif\",mime:\"image/avif\"}:r.heic||r.heix||r.hevc||r.hevx||r.heis?r.msf1?{type:\"heif\",mime:\"image/heif-sequence\"}:{type:\"heif\",mime:\"image/heif\"}:{type:\"avif\",mime:\"image/avif\"}}},{\"./common\":262}],265:[function(t,e,r){\"use strict\";var n=t(\"../common\").str2arr,i=t(\"../common\").sliceEq,a=t(\"../common\").readUInt32BE,o=t(\"../miaf_utils\"),s=t(\"../exif_utils\"),l=n(\"ftyp\");e.exports=function(t){if(i(t,4,l)){var e=o.unbox(t,0);if(e){var r=o.getMimeType(e.data);if(r){for(var n,c=e.end;;){var u=o.unbox(t,c);if(!u)break;if(c=u.end,\"mdat\"===u.boxtype)return;if(\"meta\"===u.boxtype){n=u.data;break}}if(n){var f=o.readSizeFromMeta(n);if(f){var h={width:f.width,height:f.height,type:r.type,mime:r.mime,wUnits:\"px\",hUnits:\"px\"};if(f.variants.length>1&&(h.variants=f.variants),f.orientation&&(h.orientation=f.orientation),f.exif_location&&f.exif_location.offset+f.exif_location.length<=t.length){var p=a(t,f.exif_location.offset),d=t.slice(f.exif_location.offset+p+4,f.exif_location.offset+f.exif_location.length),m=s.get_orientation(d);m>0&&(h.orientation=m)}return h}}}}}}},{\"../common\":262,\"../exif_utils\":263,\"../miaf_utils\":264}],266:[function(t,e,r){\"use strict\";var n=t(\"../common\").str2arr,i=t(\"../common\").sliceEq,a=t(\"../common\").readUInt16LE,o=n(\"BM\");e.exports=function(t){if(!(t.length<26)&&i(t,0,o))return{width:a(t,18),height:a(t,22),type:\"bmp\",mime:\"image/bmp\",wUnits:\"px\",hUnits:\"px\"}}},{\"../common\":262}],267:[function(t,e,r){\"use strict\";var 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e=2;;){for(;;){if(t.length-e<2)return;if(255===t[e++])break}for(var r,i,l=t[e++];255===l;)l=t[e++];if(208<=l&&l<=217||1===l)r=0;else{if(!(192<=l&&l<=254))return;if(t.length-e<2)return;r=n(t,e)-2,e+=2}if(217===l||218===l)return;if(225===l&&r>=10&&a(t,e,s)&&(i=o.get_orientation(t.slice(e+6,e+r))),r>=5&&192<=l&&l<=207&&196!==l&&200!==l&&204!==l){if(t.length-e<r)return;var c={width:n(t,e+3),height:n(t,e+1),type:\"jpg\",mime:\"image/jpeg\",wUnits:\"px\",hUnits:\"px\"};return i>0&&(c.orientation=i),c}e+=r}}},{\"../common\":262,\"../exif_utils\":263}],270:[function(t,e,r){\"use strict\";var n=t(\"../common\").str2arr,i=t(\"../common\").sliceEq,a=t(\"../common\").readUInt32BE,o=n(\"\\x89PNG\\r\\n\\x1a\\n\"),s=n(\"IHDR\");e.exports=function(t){if(!(t.length<24)&&i(t,0,o)&&i(t,12,s))return{width:a(t,16),height:a(t,20),type:\"png\",mime:\"image/png\",wUnits:\"px\",hUnits:\"px\"}}},{\"../common\":262}],271:[function(t,e,r){\"use strict\";var 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n=t(\"color-normalize\"),i=t(\"array-bounds\"),a=t(\"object-assign\"),o=t(\"glslify\"),s=t(\"pick-by-alias\"),l=t(\"flatten-vertex-data\"),c=t(\"earcut\"),u=t(\"array-normalize\"),f=t(\"to-float32\"),h=f.float32,p=f.fract32,d=t(\"es6-weak-map\"),m=t(\"parse-rect\"),g=t(\"array-find-index\");function v(t,e){if(!(this instanceof v))return new v(t,e);if(\"function\"==typeof t?(e||(e={}),e.regl=t):e=t,e.length&&(e.positions=e),!(t=e.regl).hasExtension(\"ANGLE_instanced_arrays\"))throw Error(\"regl-error2d: `ANGLE_instanced_arrays` extension should be enabled\");this.gl=t._gl,this.regl=t,this.passes=[],this.shaders=v.shaders.has(t)?v.shaders.get(t):v.shaders.set(t,v.createShaders(t)).get(t),this.update(e)}e.exports=v,v.dashMult=2,v.maxPatternLength=256,v.precisionThreshold=3e6,v.maxPoints=1e4,v.maxLines=2048,v.shaders=new d,v.createShaders=function(t){var e,r=t.buffer({usage:\"static\",type:\"float\",data:[0,1,0,0,1,1,1,0]}),n={primitive:\"triangle strip\",instances:t.prop(\"count\"),count:4,offset:0,uniforms:{miterMode:function(t,e){return\"round\"===e.join?2:1},miterLimit:t.prop(\"miterLimit\"),scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),thickness:t.prop(\"thickness\"),dashTexture:t.prop(\"dashTexture\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),dashLength:t.prop(\"dashLength\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]},depth:t.prop(\"depth\")},blend:{enable:!0,color:[0,0,0,0],equation:{rgb:\"add\",alpha:\"add\"},func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},depth:{enable:function(t,e){return!e.overlay}},stencil:{enable:!1},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\")},i=t(a({vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, aCoordFract, bCoordFract;\\nattribute vec4 color;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvec2 project(vec2 position, vec2 positionFract, vec2 scale, vec2 scaleFract, vec2 translate, vec2 translateFract) {\\n\\t// the order is important\\n\\treturn position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n}\\n\\nvoid main() {\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineOffset = lineTop * 2. - 1.;\\n\\n\\tvec2 diff = (bCoord + bCoordFract - aCoord - aCoordFract);\\n\\ttangent = normalize(diff * scale * viewport.zw);\\n\\tvec2 normal = vec2(-tangent.y, tangent.x);\\n\\n\\tvec2 position = project(aCoord, aCoordFract, scale, scaleFract, translate, translateFract) * lineStart\\n\\t\\t+ project(bCoord, bCoordFract, scale, scaleFract, translate, translateFract) * lineEnd\\n\\n\\t\\t+ thickness * normal * .5 * lineOffset / viewport.zw;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\n\\nvoid main() {\\n\\tfloat alpha = 1.;\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},aCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8,divisor:1},bCoordFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:16,divisor:1},color:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1}}},n));try{e=t(a({cull:{enable:!0,face:\"back\"},vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 aCoord, bCoord, nextCoord, prevCoord;\\nattribute vec4 aColor, bColor;\\nattribute float lineEnd, lineTop;\\n\\nuniform vec2 scale, translate;\\nuniform float thickness, pixelRatio, id, depth;\\nuniform vec4 viewport;\\nuniform float miterLimit, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 tangent;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nconst float REVERSE_THRESHOLD = -.875;\\nconst float MIN_DIFF = 1e-6;\\n\\n// TODO: possible optimizations: avoid overcalculating all for vertices and calc just one instead\\n// TODO: precalculate dot products, normalize things beforehead etc.\\n// TODO: refactor to rectangular algorithm\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nbool isNaN( float val ){\\n  return ( val < 0.0 || 0.0 < val || val == 0.0 ) ? false : true;\\n}\\n\\nvoid main() {\\n\\tvec2 aCoord = aCoord, bCoord = bCoord, prevCoord = prevCoord, nextCoord = nextCoord;\\n\\n  vec2 adjustedScale;\\n  adjustedScale.x = (abs(scale.x) < MIN_DIFF) ? MIN_DIFF : scale.x;\\n  adjustedScale.y = (abs(scale.y) < MIN_DIFF) ? MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform float dashLength, pixelRatio, thickness, opacity, id, miterMode;\\nuniform sampler2D dashTexture;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashLength) * .5 + .25;\\n\\tfloat dash = texture2D(dashTexture, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=i}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:i,miter:e}},v.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},v.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},v.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>v.precisionThreshold||e.scale[1]*e.viewport.height>v.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=v.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},v.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,f){var d=e.passes[f];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin 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1.);\\n}\"]),this.drawMarker=t(s);var l=f({},o);l.frag=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nuniform float opacity;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=h([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform bool constPointSize;\\nuniform float pixelRatio;\\nuniform vec2 paletteSize, scale, scaleFract, translate, translateFract;\\nuniform sampler2D paletteTexture;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(paletteTexture,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),g&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}b.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var i=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var a=0;a<r.length;a++)this.drawItem(a,r[a]);else i.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var a=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&a.push.apply(a,i(this.getMarkerDrawOptions(o,n,e)));a.length&&this.drawMarker(a)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var i=e.range,a=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!a)return r?[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[f({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],h=a.range(i,{lod:!0,px:[(i[2]-i[0])/o.width,(i[3]-i[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),m=0;m<r.length;m++){var g=r[m];d[g]=p?p[g]:1}l.subdata(d)}for(var v=h.length;v--;){var y=n(h[v],2),x=y[0],b=y[1];u.push(f({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var i=this.groups,a=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,h=this.palette;this.groups=i=r.map((function(e,r){var n=i[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:\"positions data 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return(t=i.year())<0&&t++,i.day()+30*(i.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,i=e-30*(n-1)+1;return 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),13},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),400},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/8)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]},daysInWeek:function(){return 8},dayOfWeek:function(t,e,r){return(this._validate(t,e,r,n.local.invalidDate).day()+1)%8},weekDay:function(t,e,r){var n=this.dayOfWeek(t,e,r);return n>=2&&n<=6},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{century:o[Math.floor((i.year()-1)/100)+1]||\"\"}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year()+(i.year()<0?1:0),e=i.month(),(r=i.day())+(e>1?16:0)+(e>2?32*(e-2):0)+400*(t-1)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t+.5)-Math.floor(this.jdEpoch)-1;var e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=a},{\"../main\":346,\"object-assign\":247}],335:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Hebrew\",jdEpoch:347995.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29,29],hasYearZero:!1,minMonth:1,firstMonth:7,minDay:1,regionalOptions:{\"\":{name:\"Hebrew\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Nisan\",\"Iyar\",\"Sivan\",\"Tammuz\",\"Av\",\"Elul\",\"Tishrei\",\"Cheshvan\",\"Kislev\",\"Tevet\",\"Shevat\",\"Adar\",\"Adar II\"],monthNamesShort:[\"Nis\",\"Iya\",\"Siv\",\"Tam\",\"Av\",\"Elu\",\"Tis\",\"Che\",\"Kis\",\"Tev\",\"She\",\"Ada\",\"Ad2\"],dayNames:[\"Yom Rishon\",\"Yom Sheni\",\"Yom Shlishi\",\"Yom Revi'i\",\"Yom Chamishi\",\"Yom Shishi\",\"Yom Shabbat\"],dayNamesShort:[\"Ris\",\"She\",\"Shl\",\"Rev\",\"Cha\",\"Shi\",\"Sha\"],dayNamesMin:[\"Ri\",\"She\",\"Shl\",\"Re\",\"Ch\",\"Shi\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return this._leapYear(e.year())},_leapYear:function(t){return o(7*(t=t<0?t+1:t)+1,19)<7},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),this._leapYear(t.year?t.year():t)?13:12},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),this.toJD(-1===t?1:t+1,7,1)-this.toJD(t,7,1)},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),12===e&&this.leapYear(t)||8===e&&5===o(this.daysInYear(t),10)?30:9===e&&3===o(this.daysInYear(t),10)?29:this.daysPerMonth[e-1]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(i)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(i)%10-3]}},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t<=0?t+1:t,o=this.jdEpoch+this._delay1(a)+this._delay2(a)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return 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n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return t=i.year(),e=i.month(),r=i.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),i=Math.floor((e-n)/30.6001),a=i-Math.floor(i<14?1:13),o=r-Math.floor(a>2?4716:4715),s=e-n-Math.floor(30.6001*i);return o<=0&&o--,this.newDate(o,a,s)}}),n.calendars.julian=a},{\"../main\":346,\"object-assign\":247}],339:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate).toJD(),a=this._toHaab(i),o=this._toTzolkin(i);return{haabMonthName:this.local.haabMonths[a[0]-1],haabMonth:a[0],haabDay:a[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);return i.day()+20*i.month()+360*i.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=a},{\"../main\":346,\"object-assign\":247}],340:[function(t,e,r){var n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new 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a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return 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9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=a.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],a.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),i=e.dayOfYear(),a=r+56;this._createMissingCalendarData(a);for(var o=9,s=this.NEPALI_CALENDAR_DATA[a][0],l=this.NEPALI_CALENDAR_DATA[a][o]-s+1;i>l;)++o>12&&(o=1,a++),l+=this.NEPALI_CALENDAR_DATA[a][o];var c=this.NEPALI_CALENDAR_DATA[a][o]-(l-i);return this.newDate(a,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)void 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e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate);t=i.year(),e=i.month(),r=i.day();var a=t-(t>=0?474:473),s=474+o(a,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(a/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),i=2820;if(1029982!==n){var a=Math.floor(n/366),s=o(n,366);i=Math.floor((2134*a+2816*s+2815)/1028522)+a+1}var l=i+2820*r+474;l=l<=0?l-1:l;var 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n=t(\"../main\"),i=t(\"object-assign\");function a(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}a.prototype=new n.baseCalendar,i(a.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,i=0,a=0;a<o.length;a++){if(o[a]>r)return o[i]-o[i-1];i++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var i=this._validate(t,e,r,n.local.invalidDate),a=12*(i.year()-1)+i.month()-15292;return i.day()+o[a-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var i=r+15292,a=Math.floor((i-1)/12),s=a+1,l=i-12*a,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var i=n.baseCalendar.prototype.isValid.apply(this,arguments);return 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n=t(\"object-assign\");function i(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function a(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(i.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,i){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,i):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",i=0;r>0;){var a=r%10;n=(0===a?\"\":t[a]+e[i])+n,i++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(a.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new a(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),i=t.calendar().fromJD(n);return this._validateLevel--,[i.year(),i.month(),i.day()]}try{var a=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);i=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(a,o)&&(o=this.newDate(a,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(a)),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)a--,o+=t.monthsInYear(a);for(var e=t.monthsInYear(a);o>e-1+t.minMonth;)a++,o-=e,e=t.monthsInYear(a)}(this),i=Math.min(i,this.daysInMonth(a,this.fromMonthOfYear(a,o))));var s=[a,this.fromMonthOfYear(a,o),i];return this._validateLevel--,s}catch(t){throw 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r,s,l=o(t,e),c=l.on,u=l.off.concat(l.explicitOff),f={},h=t._fullLayout.annotations;if(!c.length&&!u.length)return;for(r=0;r<c.length;r++)(s=a(t.layout,\"annotations\",h[c[r]])).modifyItem(\"visible\",!0),n.extendFlat(f,s.getUpdateObj());for(r=0;r<u.length;r++)(s=a(t.layout,\"annotations\",h[u[r]])).modifyItem(\"visible\",!1),n.extendFlat(f,s.getUpdateObj());return i.call(\"update\",t,{},f)}}},{\"../../lib\":503,\"../../plot_api/plot_template\":543,\"../../registry\":638}],352:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\");e.exports=function(t,e,r,a){a(\"opacity\");var o=a(\"bgcolor\"),s=a(\"bordercolor\"),l=i.opacity(s);a(\"borderpad\");var c=a(\"borderwidth\"),u=a(\"showarrow\");if(a(\"text\",u?\" \":r._dfltTitle.annotation),a(\"textangle\"),n.coerceFont(a,\"font\",r.font),a(\"width\"),a(\"align\"),a(\"height\")&&a(\"valign\"),u){var f,h,p=a(\"arrowside\");-1!==p.indexOf(\"end\")&&(f=a(\"arrowhead\"),h=a(\"arrowsize\")),-1!==p.indexOf(\"start\")&&(a(\"startarrowhead\",f),a(\"startarrowsize\",h)),a(\"arrowcolor\",l?e.bordercolor:i.defaultLine),a(\"arrowwidth\",2*(l&&c||1)),a(\"standoff\"),a(\"startstandoff\")}var d=a(\"hovertext\"),m=r.hoverlabel||{};if(d){var g=a(\"hoverlabel.bgcolor\",m.bgcolor||(i.opacity(o)?i.rgb(o):i.defaultLine)),v=a(\"hoverlabel.bordercolor\",m.bordercolor||i.contrast(g));n.coerceFont(a,\"hoverlabel.font\",{family:m.font.family,size:m.font.size,color:m.font.color||v})}a(\"captureevents\",!!d)}},{\"../../lib\":503,\"../color\":366}],353:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib/to_log_range\");e.exports=function(t,e,r,a){e=e||{};var o=\"log\"===r&&\"linear\"===e.type,s=\"linear\"===r&&\"log\"===e.type;if(o||s)for(var l,c,u=t._fullLayout.annotations,f=e._id.charAt(0),h=0;h<u.length;h++)l=u[h],c=\"annotations[\"+h+\"].\",l[f+\"ref\"]===e._id&&p(f),l[\"a\"+f+\"ref\"]===e._id&&p(\"a\"+f);function p(t){var r=l[t],s=null;s=o?i(r,e.range):Math.pow(10,r),n(s)||(s=null),a(c+t,s)}}},{\"../../lib/to_log_range\":531,\"fast-isnumeric\":190}],354:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../plots/cartesian/axes\"),a=t(\"../../plots/array_container_defaults\"),o=t(\"./common_defaults\"),s=t(\"./attributes\");function l(t,e,r){function a(r,i){return n.coerce(t,e,s,r,i)}var l=a(\"visible\"),c=a(\"clicktoshow\");if(l||c){o(t,e,r,a);for(var u=e.showarrow,f=[\"x\",\"y\"],h=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var m=f[d],g=i.coerceRef(t,e,p,m,\"\",\"paper\");if(\"paper\"!==g)i.getFromId(p,g)._annIndices.push(e._index);if(i.coercePosition(e,p,a,g,m,.5),u){var v=\"a\"+m,y=i.coerceRef(t,e,p,v,\"pixel\",[\"pixel\",\"paper\"]);\"pixel\"!==y&&y!==g&&(y=e[v]=\"pixel\");var 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r=t._fullLayout.annotations[e]||{},n=l.getFromId(t,r.xref),i=l.getFromId(t,r.yref);n&&n.setScale(),i&&i.setScale(),x(t,r,e,!1,n,i)}function y(t,e,r,n,i){var a=i[r],o=i[r+\"ref\"],s=-1!==r.indexOf(\"y\"),c=\"domain\"===l.getRefType(o),u=s?n.h:n.w;return t?c?a+(s?-e:e)/t._length:t.p2r(t.r2p(a)+e):a+(s?-e:e)/u}function x(t,e,r,a,v,x){var b,_,w=t._fullLayout,T=t._fullLayout._size,k=t._context.edits;a?(b=\"annotation-\"+a,_=a+\".annotations\"):(b=\"annotation\",_=\"annotations\");var A=m(t.layout,_,e),M=A.modifyBase,S=A.modifyItem,E=A.getUpdateObj;w._infolayer.selectAll(\".\"+b+'[data-index=\"'+r+'\"]').remove();var L=\"clip\"+w._uid+\"_ann\"+r;if(e._input&&!1!==e.visible){var C={x:{},y:{}},P=+e.textangle||0,I=w._infolayer.append(\"g\").classed(b,!0).attr(\"data-index\",String(r)).style(\"opacity\",e.opacity),O=I.append(\"g\").classed(\"annotation-text-g\",!0),z=k[e.showarrow?\"annotationTail\":\"annotationPosition\"],D=e.captureevents||k.annotationText||z,R=O.append(\"g\").style(\"pointer-events\",D?\"all\":null).call(p,\"pointer\").on(\"click\",(function(){t._dragging=!1,t.emit(\"plotly_clickannotation\",Y(n.event))}));e.hovertext&&R.on(\"mouseover\",(function(){var r=e.hoverlabel,n=r.font,i=this.getBoundingClientRect(),a=t.getBoundingClientRect();f.loneHover({x0:i.left-a.left,x1:i.right-a.left,y:(i.top+i.bottom)/2-a.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:w._hoverlayer.node(),outerContainer:w._paper.node(),gd:t})})).on(\"mouseout\",(function(){f.loneUnhover(w._hoverlayer.node())}));var F=e.borderwidth,B=e.borderpad,N=F+B,j=R.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",F+\"px\").call(c.stroke,e.bordercolor).call(c.fill,e.bgcolor),U=e.width||e.height,V=w._topclips.selectAll(\"#\"+L).data(U?[0]:[]);V.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",L).append(\"rect\"),V.exit().remove();var H=e.font,q=w._meta?o.templateString(e.text,w._meta):e.text,G=R.append(\"text\").classed(\"annotation-text\",!0).text(q);k.annotationText?G.call(h.makeEditable,{delegate:R,gd:t}).call(W).on(\"edit\",(function(r){e.text=r,this.call(W),S(\"text\",r),v&&v.autorange&&M(v._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0),i.call(\"_guiRelayout\",t,E())})):G.call(W)}else n.selectAll(\"#\"+L).remove();function Y(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return a&&(n.subplotId=a),n}function W(r){return r.call(u.font,H).attr({\"text-anchor\":{left:\"start\",right:\"end\"}[e.align]||\"middle\"}),h.convertToTspans(r,t,X),r}function X(){var r=G.selectAll(\"a\");1===r.size()&&r.text()===G.text()&&R.insert(\"a\",\":first-child\").attr({\"xlink:xlink:href\":r.attr(\"xlink:href\"),\"xlink:xlink:show\":r.attr(\"xlink:show\")}).style({cursor:\"pointer\"}).node().appendChild(j.node());var n=R.select(\".annotation-text-math-group\"),f=!n.empty(),m=u.bBox((f?n:G).node()),b=m.width,_=m.height,A=e.width||b,D=e.height||_,B=Math.round(A+2*N),H=Math.round(D+2*N);function q(t,e){return\"auto\"===e&&(e=t<1/3?\"left\":t>2/3?\"right\":\"center\"),{center:0,middle:0,left:.5,bottom:-.5,right:-.5,top:.5}[e]}for(var W=!1,X=[\"x\",\"y\"],Z=0;Z<X.length;Z++){var J,K,Q,$,tt,et=X[Z],rt=e[et+\"ref\"]||et,nt=e[\"a\"+et+\"ref\"],it={x:v,y:x}[et],at=(P+(\"x\"===et?0:-90))*Math.PI/180,ot=B*Math.cos(at),st=H*Math.sin(at),lt=Math.abs(ot)+Math.abs(st),ct=e[et+\"anchor\"],ut=e[et+\"shift\"]*(\"x\"===et?1:-1),ft=C[et],ht=l.getRefType(rt);if(it&&\"domain\"!==ht){var pt=it.r2fraction(e[et]);(pt<0||pt>1)&&(nt===rt?((pt=it.r2fraction(e[\"a\"+et]))<0||pt>1)&&(W=!0):W=!0),J=it._offset+it.r2p(e[et]),$=.5}else{var dt=\"domain\"===ht;\"x\"===et?(Q=e[et],J=dt?it._offset+it._length*Q:J=T.l+T.w*Q):(Q=1-e[et],J=dt?it._offset+it._length*Q:J=T.t+T.h*Q),$=e.showarrow?.5:Q}if(e.showarrow){ft.head=J;var mt=e[\"a\"+et];if(tt=ot*q(.5,e.xanchor)-st*q(.5,e.yanchor),nt===rt){var gt=l.getRefType(nt);\"domain\"===gt?(\"y\"===et&&(mt=1-mt),ft.tail=it._offset+it._length*mt):\"paper\"===gt?\"y\"===et?(mt=1-mt,ft.tail=T.t+T.h*mt):ft.tail=T.l+T.w*mt:ft.tail=it._offset+it.r2p(mt),K=tt}else ft.tail=J+mt,K=tt+mt;ft.text=ft.tail+tt;var vt=w[\"x\"===et?\"width\":\"height\"];if(\"paper\"===rt&&(ft.head=o.constrain(ft.head,1,vt-1)),\"pixel\"===nt){var yt=-Math.max(ft.tail-3,ft.text),xt=Math.min(ft.tail+3,ft.text)-vt;yt>0?(ft.tail+=yt,ft.text+=yt):xt>0&&(ft.tail-=xt,ft.text-=xt)}ft.tail+=ut,ft.head+=ut}else K=tt=lt*q($,ct),ft.text=J+tt;ft.text+=ut,tt+=ut,K+=ut,e[\"_\"+et+\"padplus\"]=lt/2+K,e[\"_\"+et+\"padminus\"]=lt/2-K,e[\"_\"+et+\"size\"]=lt,e[\"_\"+et+\"shift\"]=tt}if(W)R.remove();else{var bt=0,_t=0;if(\"left\"!==e.align&&(bt=(A-b)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(_t=(D-_)*(\"middle\"===e.valign?.5:1)),f)n.select(\"svg\").attr({x:N+bt-1,y:N+_t}).call(u.setClipUrl,U?L:null,t);else{var wt=N+_t-m.top,Tt=N+bt-m.left;G.call(h.positionText,Tt,wt).call(u.setClipUrl,U?L:null,t)}V.select(\"rect\").call(u.setRect,N,N,A,D),j.call(u.setRect,F/2,F/2,B-F,H-F),R.call(u.setTranslate,Math.round(C.x.text-B/2),Math.round(C.y.text-H/2)),O.attr({transform:\"rotate(\"+P+\",\"+C.x.text+\",\"+C.y.text+\")\"});var kt,At=function(r,n){I.selectAll(\".annotation-arrow-g\").remove();var l=C.x.head,f=C.y.head,h=C.x.tail+r,p=C.y.tail+n,m=C.x.text+r,b=C.y.text+n,_=o.rotationXYMatrix(P,m,b),w=o.apply2DTransform(_),A=o.apply2DTransform2(_),L=+j.attr(\"width\"),z=+j.attr(\"height\"),D=m-.5*L,F=D+L,B=b-.5*z,N=B+z,U=[[D,B,D,N],[D,N,F,N],[F,N,F,B],[F,B,D,B]].map(A);if(!U.reduce((function(t,e){return t^!!o.segmentsIntersect(l,f,l+1e6,f+1e6,e[0],e[1],e[2],e[3])}),!1)){U.forEach((function(t){var e=o.segmentsIntersect(h,p,l,f,t[0],t[1],t[2],t[3]);e&&(h=e.x,p=e.y)}));var V=e.arrowwidth,H=e.arrowcolor,q=e.arrowside,G=I.append(\"g\").style({opacity:c.opacity(H)}).classed(\"annotation-arrow-g\",!0),Y=G.append(\"path\").attr(\"d\",\"M\"+h+\",\"+p+\"L\"+l+\",\"+f).style(\"stroke-width\",V+\"px\").call(c.stroke,c.rgb(H));if(g(Y,q,e),k.annotationPosition&&Y.node().parentNode&&!a){var W=l,X=f;if(e.standoff){var Z=Math.sqrt(Math.pow(l-h,2)+Math.pow(f-p,2));W+=e.standoff*(h-l)/Z,X+=e.standoff*(p-f)/Z}var J,K,Q=G.append(\"path\").classed(\"annotation-arrow\",!0).classed(\"anndrag\",!0).classed(\"cursor-move\",!0).attr({d:\"M3,3H-3V-3H3ZM0,0L\"+(h-W)+\",\"+(p-X),transform:s(W,X)}).style(\"stroke-width\",V+6+\"px\").call(c.stroke,\"rgba(0,0,0,0)\").call(c.fill,\"rgba(0,0,0,0)\");d.init({element:Q.node(),gd:t,prepFn:function(){var t=u.getTranslate(R);J=t.x,K=t.y,v&&v.autorange&&M(v._name+\".autorange\",!0),x&&x.autorange&&M(x._name+\".autorange\",!0)},moveFn:function(t,r){var n=w(J,K),i=n[0]+t,a=n[1]+r;R.call(u.setTranslate,i,a),S(\"x\",y(v,t,\"x\",T,e)),S(\"y\",y(x,r,\"y\",T,e)),e.axref===e.xref&&S(\"ax\",y(v,t,\"ax\",T,e)),e.ayref===e.yref&&S(\"ay\",y(x,r,\"ay\",T,e)),G.attr(\"transform\",s(t,r)),O.attr({transform:\"rotate(\"+P+\",\"+i+\",\"+a+\")\"})},doneFn:function(){i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}};if(e.showarrow&&At(0,0),z)d.init({element:R.node(),gd:t,prepFn:function(){kt=O.attr(\"transform\")},moveFn:function(t,r){var n=\"pointer\";if(e.showarrow)e.axref===e.xref?S(\"ax\",y(v,t,\"ax\",T,e)):S(\"ax\",e.ax+t),e.ayref===e.yref?S(\"ay\",y(x,r,\"ay\",T.w,e)):S(\"ay\",e.ay+r),At(t,r);else{if(a)return;var i,o;if(v)i=y(v,t,\"x\",T,e);else{var l=e._xsize/T.w,c=e.x+(e._xshift-e.xshift)/T.w-l/2;i=d.align(c+t/T.w,l,0,1,e.xanchor)}if(x)o=y(x,r,\"y\",T,e);else{var u=e._ysize/T.h,f=e.y-(e._yshift+e.yshift)/T.h-u/2;o=d.align(f-r/T.h,u,0,1,e.yanchor)}S(\"x\",i),S(\"y\",o),v&&x||(n=d.getCursor(v?.5:i,x?.5:o,e.xanchor,e.yanchor))}O.attr({transform:s(t,r)+kt}),p(R,n)},clickFn:function(r,n){e.captureevents&&t.emit(\"plotly_clickannotation\",Y(n))},doneFn:function(){p(R),i.call(\"_guiRelayout\",t,E());var e=document.querySelector(\".js-notes-box-panel\");e&&e.redraw(e.selectedObj)}})}}}e.exports={draw:function(t){var e=t._fullLayout;e._infolayer.selectAll(\".annotation\").remove();for(var r=0;r<e.annotations.length;r++)e.annotations[r].visible&&v(t,r);return a.previousPromises(t)},drawOne:v,drawRaw:x}},{\"../../lib\":503,\"../../lib/setcursor\":524,\"../../lib/svg_text_utils\":529,\"../../plot_api/plot_template\":543,\"../../plots/cartesian/axes\":554,\"../../plots/plots\":619,\"../../registry\":638,\"../color\":366,\"../dragelement\":385,\"../drawing\":388,\"../fx\":406,\"./draw_arrow_head\":356,\"@plotly/d3\":58}],356:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../color\"),a=t(\"./arrow_paths\"),o=t(\"../../lib\"),s=o.strScale,l=o.strRotate,c=o.strTranslate;e.exports=function(t,e,r){var o,u,f,h,p=t.node(),d=a[r.arrowhead||0],m=a[r.startarrowhead||0],g=(r.arrowwidth||1)*(r.arrowsize||1),v=(r.arrowwidth||1)*(r.startarrowsize||1),y=e.indexOf(\"start\")>=0,x=e.indexOf(\"end\")>=0,b=d.backoff*g+r.standoff,_=m.backoff*v+r.startstandoff;if(\"line\"===p.nodeName){o={x:+t.attr(\"x1\"),y:+t.attr(\"y1\")},u={x:+t.attr(\"x2\"),y:+t.attr(\"y2\")};var w=o.x-u.x,T=o.y-u.y;if(h=(f=Math.atan2(T,w))+Math.PI,b&&_&&b+_>Math.sqrt(w*w+T*T))return void z();if(b){if(b*b>w*w+T*T)return void z();var k=b*Math.cos(f),A=b*Math.sin(f);u.x+=k,u.y+=A,t.attr({x2:u.x,y2:u.y})}if(_){if(_*_>w*w+T*T)return void z();var M=_*Math.cos(f),S=_*Math.sin(f);o.x-=M,o.y-=S,t.attr({x1:o.x,y1:o.y})}}else if(\"path\"===p.nodeName){var E=p.getTotalLength(),L=\"\";if(E<b+_)return void z();var C=p.getPointAtLength(0),P=p.getPointAtLength(.1);f=Math.atan2(C.y-P.y,C.x-P.x),o=p.getPointAtLength(Math.min(_,E)),L=\"0px,\"+_+\"px,\";var 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n=t(\"@plotly/d3\"),i=t(\"tinycolor2\"),a=t(\"../../plots/plots\"),o=t(\"../../registry\"),s=t(\"../../plots/cartesian/axes\"),l=t(\"../dragelement\"),c=t(\"../../lib\"),u=c.strTranslate,f=t(\"../../lib/extend\").extendFlat,h=t(\"../../lib/setcursor\"),p=t(\"../drawing\"),d=t(\"../color\"),m=t(\"../titles\"),g=t(\"../../lib/svg_text_utils\"),v=t(\"../colorscale/helpers\").flipScale,y=t(\"../../plots/cartesian/axis_defaults\"),x=t(\"../../plots/cartesian/position_defaults\"),b=t(\"../../plots/cartesian/layout_attributes\"),_=t(\"../../constants/alignment\"),w=_.LINE_SPACING,T=_.FROM_TL,k=_.FROM_BR,A=t(\"./constants\").cn;e.exports={draw:function(t){var e=t._fullLayout._infolayer.selectAll(\"g.\"+A.colorbar).data(function(t){var e,r,n,i,a=t._fullLayout,o=t.calcdata,s=[];function l(t){return f(t,{_fillcolor:null,_line:{color:null,width:null,dash:null},_levels:{start:null,end:null,size:null},_filllevels:null,_fillgradient:null,_zrange:null})}function c(){\"function\"==typeof 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r=n.select(this);c.ensureSingle(r,\"rect\",A.cbbg),c.ensureSingle(r,\"g\",A.cbfills),c.ensureSingle(r,\"g\",A.cblines),c.ensureSingle(r,\"g\",A.cbaxis,(function(t){t.classed(A.crisp,!0)})),c.ensureSingle(r,\"g\",A.cbtitleunshift,(function(t){t.append(\"g\").classed(A.cbtitle,!0)})),c.ensureSingle(r,\"rect\",A.cboutline);var v=function(t,e,r){var o=\"v\"===e.orientation,l=e.len,h=e.lenmode,v=e.thickness,_=e.thicknessmode,M=e.outlinewidth,S=e.borderwidth,E=e.bgcolor,L=e.xanchor,C=e.yanchor,P=e.xpad,I=e.ypad,O=e.x,z=o?e.y:1-e.y,D=r._fullLayout,R=D._size,F=e._fillcolor,B=e._line,N=e.title,j=N.side,U=e._zrange||n.extent((\"function\"==typeof F?F:B.color).domain()),V=\"function\"==typeof B.color?B.color:function(){return B.color},H=\"function\"==typeof F?F:function(){return F},q=e._levels,G=function(t,e,r){var n,i,a=e._levels,o=[],s=[],l=a.end+a.size/100,c=a.size,u=1.001*r[0]-.001*r[1],f=1.001*r[1]-.001*r[0];for(i=0;i<1e5&&(n=a.start+i*c,!(c>0?n>=l:n<=l));i++)n>u&&n<f&&o.push(n);if(e._fillgradient)s=[0];else if(\"function\"==typeof e._fillcolor){var h=e._filllevels;if(h)for(l=h.end+h.size/100,c=h.size,i=0;i<1e5&&(n=h.start+i*c,!(c>0?n>=l:n<=l));i++)n>r[0]&&n<r[1]&&s.push(n);else(s=o.map((function(t){return t-a.size/2}))).push(s[s.length-1]+a.size)}else e._fillcolor&&\"string\"==typeof e._fillcolor&&(s=[0]);a.size<0&&(o.reverse(),s.reverse());return{line:o,fill:s}}(0,e,U),Y=G.fill,W=G.line,X=Math.round(v*(\"fraction\"===_?o?R.w:R.h:1)),Z=X/(o?R.w:R.h),J=Math.round(l*(\"fraction\"===h?o?R.h:R.w:1)),K=J/(o?R.h:R.w),Q=Math.round(o?O*R.w+P:z*R.h+I),$={center:.5,right:1}[L]||0,tt={top:1,middle:.5}[C]||0,et=o?O-$*Z:z-tt*Z,rt=o?z-tt*K:O-$*K,nt=Math.round(o?R.h*(1-rt):R.w*rt);e._lenFrac=K,e._thickFrac=Z,e._uFrac=et,e._vFrac=rt;var it=e._axis=function(t,e,r){var n=t._fullLayout,i=\"v\"===e.orientation,a={type:\"linear\",range:r,tickmode:e.tickmode,nticks:e.nticks,tick0:e.tick0,dtick:e.dtick,tickvals:e.tickvals,ticktext:e.ticktext,ticks:e.ticks,ticklen:e.ticklen,tickwidth:e.tickwidth,tickcolor:e.tickcolor,showticklabels:e.showticklabels,ticklabelposition:e.ticklabelposition,ticklabeloverflow:e.ticklabeloverflow,ticklabelstep:e.ticklabelstep,tickfont:e.tickfont,tickangle:e.tickangle,tickformat:e.tickformat,exponentformat:e.exponentformat,minexponent:e.minexponent,separatethousands:e.separatethousands,showexponent:e.showexponent,showtickprefix:e.showtickprefix,tickprefix:e.tickprefix,showticksuffix:e.showticksuffix,ticksuffix:e.ticksuffix,title:e.title,showline:!0,anchor:\"free\",side:i?\"right\":\"bottom\",position:1},o=i?\"y\":\"x\",s={type:\"linear\",_id:o+e._id},l={letter:o,font:n.font,noHover:!0,noTickson:!0,noTicklabelmode:!0,calendar:n.calendar};function u(t,e){return c.coerce(a,s,b,t,e)}return y(a,s,u,l,n),x(a,s,u,l),s}(r,e,U);it.position=Z+(o?O+P/R.w:z+I/R.h);var at=-1!==[\"top\",\"bottom\"].indexOf(j);o&&at&&(it.title.side=j,it.titlex=O+P/R.w,it.titley=rt+(\"top\"===N.side?K-I/R.h:I/R.h));o||at||(it.title.side=j,it.titley=z+I/R.h,it.titlex=rt+P/R.w);if(B.color&&\"auto\"===e.tickmode){it.tickmode=\"linear\",it.tick0=q.start;var ot=q.size,st=c.constrain(J/50,4,15)+1,lt=(U[1]-U[0])/((e.nticks||st)*ot);if(lt>1){var ct=Math.pow(10,Math.floor(Math.log(lt)/Math.LN10));ot*=ct*c.roundUp(lt/ct,[2,5,10]),(Math.abs(q.start)/q.size+1e-6)%1<2e-6&&(it.tick0=0)}it.dtick=ot}it.domain=o?[rt+I/R.h,rt+K-I/R.h]:[rt+P/R.w,rt+K-P/R.w],it.setScale(),t.attr(\"transform\",u(Math.round(R.l),Math.round(R.t)));var ut,ft=t.select(\".\"+A.cbtitleunshift).attr(\"transform\",u(-Math.round(R.l),-Math.round(R.t))),ht=it.ticklabelposition,pt=it.title.font.size,dt=t.select(\".\"+A.cbaxis),mt=0,gt=0;function vt(n,i){var a={propContainer:it,propName:e._propPrefix+\"title\",traceIndex:e._traceIndex,_meta:e._meta,placeholder:D._dfltTitle.colorbar,containerGroup:t.select(\".\"+A.cbtitle)},o=\"h\"===n.charAt(0)?n.substr(1):\"h\"+n;t.selectAll(\".\"+o+\",.\"+o+\"-math-group\").remove(),m.draw(r,n,f(a,i||{}))}return c.syncOrAsync([a.previousPromises,function(){var t,e;(o&&at||!o&&!at)&&(\"top\"===j&&(t=P+R.l+R.w*O,e=I+R.t+R.h*(1-rt-K)+3+.75*pt),\"bottom\"===j&&(t=P+R.l+R.w*O,e=I+R.t+R.h*(1-rt)-3-.25*pt),\"right\"===j&&(e=I+R.t+R.h*z+3+.75*pt,t=P+R.l+R.w*rt),vt(it._id+\"title\",{attributes:{x:t,y:e,\"text-anchor\":o?\"start\":\"middle\"}}))},function(){if(!o&&!at||o&&at){var a,l=t.select(\".\"+A.cbtitle),f=l.select(\"text\"),h=[-M/2,M/2],d=l.select(\".h\"+it._id+\"title-math-group\").node(),m=15.6;if(f.node()&&(m=parseInt(f.node().style.fontSize,10)*w),d?(a=p.bBox(d),gt=a.width,(mt=a.height)>m&&(h[1]-=(mt-m)/2)):f.node()&&!f.classed(A.jsPlaceholder)&&(a=p.bBox(f.node()),gt=a.width,mt=a.height),o){if(mt){if(mt+=5,\"top\"===j)it.domain[1]-=mt/R.h,h[1]*=-1;else{it.domain[0]+=mt/R.h;var v=g.lineCount(f);h[1]+=(1-v)*m}l.attr(\"transform\",u(h[0],h[1])),it.setScale()}}else gt&&(\"right\"===j&&(it.domain[0]+=(gt+pt/2)/R.w),l.attr(\"transform\",u(h[0],h[1])),it.setScale())}t.selectAll(\".\"+A.cbfills+\",.\"+A.cblines).attr(\"transform\",o?u(0,Math.round(R.h*(1-it.domain[1]))):u(Math.round(R.w*it.domain[0]),0)),dt.attr(\"transform\",o?u(0,Math.round(-R.t)):u(Math.round(-R.l),0));var y=t.select(\".\"+A.cbfills).selectAll(\"rect.\"+A.cbfill).attr(\"style\",\"\").data(Y);y.enter().append(\"rect\").classed(A.cbfill,!0).style(\"stroke\",\"none\"),y.exit().remove();var x=U.map(it.c2p).map(Math.round).sort((function(t,e){return t-e}));y.each((function(t,a){var s=[0===a?U[0]:(Y[a]+Y[a-1])/2,a===Y.length-1?U[1]:(Y[a]+Y[a+1])/2].map(it.c2p).map(Math.round);o&&(s[1]=c.constrain(s[1]+(s[1]>s[0])?1:-1,x[0],x[1]));var l=n.select(this).attr(o?\"x\":\"y\",Q).attr(o?\"y\":\"x\",n.min(s)).attr(o?\"width\":\"height\",Math.max(X,2)).attr(o?\"height\":\"width\",Math.max(n.max(s)-n.min(s),2));if(e._fillgradient)p.gradient(l,r,e._id,o?\"vertical\":\"horizontalreversed\",e._fillgradient,\"fill\");else{var u=H(t).replace(\"e-\",\"\");l.attr(\"fill\",i(u).toHexString())}}));var b=t.select(\".\"+A.cblines).selectAll(\"path.\"+A.cbline).data(B.color&&B.width?W:[]);b.enter().append(\"path\").classed(A.cbline,!0),b.exit().remove(),b.each((function(t){var e=Q,r=Math.round(it.c2p(t))+B.width/2%1;n.select(this).attr(\"d\",\"M\"+(o?e+\",\"+r:r+\",\"+e)+(o?\"h\":\"v\")+X).call(p.lineGroupStyle,B.width,V(t),B.dash)})),dt.selectAll(\"g.\"+it._id+\"tick,path\").remove();var _=Q+X+(M||0)/2-(\"outside\"===e.ticks?1:0),T=s.calcTicks(it),k=s.getTickSigns(it)[2];return s.drawTicks(r,it,{vals:\"inside\"===it.ticks?s.clipEnds(it,T):T,layer:dt,path:s.makeTickPath(it,_,k),transFn:s.makeTransTickFn(it)}),s.drawLabels(r,it,{vals:T,layer:dt,transFn:s.makeTransTickLabelFn(it),labelFns:s.makeLabelFns(it,_)})},function(){if(o&&!at||!o&&at){var t,i,a=it.position||0,s=it._offset+it._length/2;if(\"right\"===j)i=s,t=R.l+R.w*a+10+pt*(it.showticklabels?1:.5);else if(t=s,\"bottom\"===j&&(i=R.t+R.h*a+10+(-1===ht.indexOf(\"inside\")?it.tickfont.size:0)+(\"intside\"!==it.ticks&&e.ticklen||0)),\"top\"===j){var l=N.text.split(\"<br>\").length;i=R.t+R.h*a+10-X-w*pt*l}vt((o?\"h\":\"v\")+it._id+\"title\",{avoid:{selection:n.select(r).selectAll(\"g.\"+it._id+\"tick\"),side:j,offsetTop:o?0:R.t,offsetLeft:o?R.l:0,maxShift:o?D.width:D.height},attributes:{x:t,y:i,\"text-anchor\":\"middle\"},transform:{rotate:o?-90:0,offset:0}})}},a.previousPromises,function(){var n,s=X+M/2;-1===ht.indexOf(\"inside\")&&(n=p.bBox(dt.node()),s+=o?n.width:n.height),ut=ft.select(\"text\");var c=0,f=o&&\"top\"===j,m=!o&&\"right\"===j,g=0;if(ut.node()&&!ut.classed(A.jsPlaceholder)){var y,x=ft.select(\".h\"+it._id+\"title-math-group\").node();x&&(o&&at||!o&&!at)?(c=(n=p.bBox(x)).width,y=n.height):(c=(n=p.bBox(ft.node())).right-R.l-(o?Q:nt),y=n.bottom-R.t-(o?nt:Q),o||\"top\"!==j||(s+=n.height,g=n.height)),m&&(ut.attr(\"transform\",u(c/2+pt/2,0)),c*=2),s=Math.max(s,o?c:y)}var b=2*(o?P:I)+s+S+M/2,w=0;!o&&N.text&&\"bottom\"===C&&z<=0&&(b+=w=b/2,g+=w),D._hColorbarMoveTitle=w,D._hColorbarMoveCBTitle=g;var F=S+M;t.select(\".\"+A.cbbg).attr(\"x\",(o?Q:nt)-F/2-(o?P:0)).attr(\"y\",(o?nt:Q)-(o?J:I+g-w)).attr(o?\"width\":\"height\",Math.max(b-w,2)).attr(o?\"height\":\"width\",Math.max(J+F,2)).call(d.fill,E).call(d.stroke,e.bordercolor).style(\"stroke-width\",S);var B=m?Math.max(c-10,0):0;if(t.selectAll(\".\"+A.cboutline).attr(\"x\",(o?Q:nt+P)+B).attr(\"y\",(o?nt+I-J:Q)+(f?mt:0)).attr(o?\"width\":\"height\",Math.max(X,2)).attr(o?\"height\":\"width\",Math.max(J-(o?2*I+mt:2*P+B),2)).call(d.stroke,e.outlinecolor).style({fill:\"none\",\"stroke-width\":M}),t.attr(\"transform\",u(R.l-(o?$*b:0),R.t-(o?0:(1-tt)*b-g))),!o&&(S||i(E).getAlpha()&&!i.equals(D.paper_bgcolor,E))){var U=dt.selectAll(\"text\"),V=U[0].length,H=t.select(\".\"+A.cbbg).node(),q=p.bBox(H),G=p.getTranslate(t);U.each((function(t,e){var r=V-1;if(0===e||e===r){var n,i=p.bBox(this),a=p.getTranslate(this);if(e===r){var o=i.right+a.x;(n=q.right+G.x+nt-S-2+O-o)>0&&(n=0)}else if(0===e){var s=i.left+a.x;(n=q.left+G.x+nt+S+2-s)<0&&(n=0)}n&&(V<3?this.setAttribute(\"transform\",\"translate(\"+n+\",0) \"+this.getAttribute(\"transform\")):this.setAttribute(\"visibility\",\"hidden\"))}}))}var Y={},W=T[L],Z=k[L],K=T[C],et=k[C],rt=b-X;o?(\"pixels\"===h?(Y.y=z,Y.t=J*K,Y.b=J*et):(Y.t=Y.b=0,Y.yt=z+l*K,Y.yb=z-l*et),\"pixels\"===_?(Y.x=O,Y.l=b*W,Y.r=b*Z):(Y.l=rt*W,Y.r=rt*Z,Y.xl=O-v*W,Y.xr=O+v*Z)):(\"pixels\"===h?(Y.x=O,Y.l=J*W,Y.r=J*Z):(Y.l=Y.r=0,Y.xl=O+l*W,Y.xr=O-l*Z),\"pixels\"===_?(Y.y=1-z,Y.t=b*K,Y.b=b*et):(Y.t=rt*K,Y.b=rt*et,Y.yt=z-v*K,Y.yb=z+v*et)),a.autoMargin(r,e._id,Y)}],r)}(r,e,t);v&&v.then&&(t._promises||[]).push(v),t._context.edits.colorbarPosition&&function(t,e,r){var n,i,a,s=\"v\"===e.orientation,c=r._fullLayout._size;l.init({element:t.node(),gd:r,prepFn:function(){n=t.attr(\"transform\"),h(t)},moveFn:function(r,o){t.attr(\"transform\",n+u(r,o)),i=l.align((s?e._uFrac:e._vFrac)+r/c.w,s?e._thickFrac:e._lenFrac,0,1,e.xanchor),a=l.align((s?e._vFrac:1-e._uFrac)-o/c.h,s?e._lenFrac:e._thickFrac,0,1,e.yanchor);var f=l.getCursor(i,a,e.xanchor,e.yanchor);h(t,f)},doneFn:function(){if(h(t),void 0!==i&&void 0!==a){var n={};n[e._propPrefix+\"x\"]=i,n[e._propPrefix+\"y\"]=a,void 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o.warn(\"Fx.hover failed\",e,t),d.unhoverRaw(t,e)}var ct=1/0;function ut(t,r){for(G=0;G<rt.length;G++)if((Y=rt[G])&&Y[0]&&Y[0].trace&&!0===(W=Y[0].trace).visible&&0!==W._length&&-1===[\"carpet\",\"contourcarpet\"].indexOf(W._module.name)){if(\"splom\"===W.type?X=l[Z=0]:(X=v.getSubplot(W),Z=l.indexOf(X)),J=P,v.isUnifiedHover(J)&&(J=J.charAt(0)),$={cd:Y,trace:W,xa:_[Z],ya:w[Z],maxHoverDistance:O,maxSpikeDistance:B,index:!1,distance:Math.min(ct,O),spikeDistance:1/0,xSpike:void 0,ySpike:void 0,color:p.defaultLine,name:W.name,x0:void 0,x1:void 0,y0:void 0,y1:void 0,xLabelVal:void 0,yLabelVal:void 0,zLabelVal:void 0,text:void 0},u[X]&&($.subplot=u[X]._subplot),u._splomScenes&&u._splomScenes[W.uid]&&($.scene=u._splomScenes[W.uid]),tt=et.length,\"array\"===J){var n=e[G];\"pointNumber\"in n?($.index=n.pointNumber,J=\"closest\"):(J=\"\",\"xval\"in n&&(K=n.xval,J=\"x\"),\"yval\"in n&&(Q=n.yval,J=J?\"closest\":\"y\"))}else void 0!==t&&void 0!==r?(K=t,Q=r):(K=V[Z],Q=H[Z]);if(0!==O)if(W._module&&W._module.hoverPoints){var a=W._module.hoverPoints($,K,Q,J,{finiteRange:!0,hoverLayer:u._hoverlayer});if(a)for(var s,c=0;c<a.length;c++)s=a[c],i(s.x0)&&i(s.y0)&&et.push(D(s,P))}else o.log(\"Unrecognized trace type in hover:\",W);if(\"closest\"===P&&et.length>tt&&(et.splice(0,tt),ct=et[0].distance),y&&0!==B&&0===et.length){$.distance=B,$.index=!1;var f=W._module.hoverPoints($,K,Q,\"closest\",{hoverLayer:u._hoverlayer});if(f&&(f=f.filter((function(t){return t.spikeDistance<=B}))),f&&f.length){var h,d=f.filter((function(t){return t.xa.showspikes&&\"hovered data\"!==t.xa.spikesnap}));if(d.length){var m=d[0];i(m.x0)&&i(m.y0)&&(h=ht(m),(!nt.vLinePoint||nt.vLinePoint.spikeDistance>h.spikeDistance)&&(nt.vLinePoint=h))}var g=f.filter((function(t){return t.ya.showspikes&&\"hovered data\"!==t.ya.spikesnap}));if(g.length){var x=g[0];i(x.x0)&&i(x.y0)&&(h=ht(x),(!nt.hLinePoint||nt.hLinePoint.spikeDistance>h.spikeDistance)&&(nt.hLinePoint=h))}}}}}function ft(t,e,r){for(var n,i=null,a=1/0,o=0;o<t.length;o++)n=t[o].spikeDistance,r&&0===o&&(n=-1/0),n<=a&&n<=e&&(i=t[o],a=n);return i}function ht(t){return t?{xa:t.xa,ya:t.ya,x:void 0!==t.xSpike?t.xSpike:(t.x0+t.x1)/2,y:void 0!==t.ySpike?t.ySpike:(t.y0+t.y1)/2,distance:t.distance,spikeDistance:t.spikeDistance,curveNumber:t.trace.index,color:t.color,pointNumber:t.index}:null}ut();var pt={fullLayout:u,container:u._hoverlayer,event:e},dt=t._spikepoints,mt={vLinePoint:nt.vLinePoint,hLinePoint:nt.hLinePoint};t._spikepoints=mt;var gt=function(){et.sort((function(t,e){return t.distance-e.distance})),et=function(t,e){for(var r=e.charAt(0),n=[],i=[],a=[],o=0;o<t.length;o++){var s=t[o];g.traceIs(s.trace,\"bar-like\")||g.traceIs(s.trace,\"box-violin\")?a.push(s):s.trace[r+\"period\"]?i.push(s):n.push(s)}return n.concat(i).concat(a)}(et,P)};gt();var vt=P.charAt(0),yt=(\"x\"===vt||\"y\"===vt)&&et[0]&&L[et[0].trace.type];if(y&&0!==B&&0!==et.length){var xt=ft(et.filter((function(t){return t.ya.showspikes})),B,yt);nt.hLinePoint=ht(xt);var bt=ft(et.filter((function(t){return t.xa.showspikes})),B,yt);nt.vLinePoint=ht(bt)}if(0===et.length){var _t=d.unhoverRaw(t,e);return!y||null===nt.hLinePoint&&null===nt.vLinePoint||F(dt)&&R(t,nt,pt),_t}y&&F(dt)&&R(t,nt,pt);if(v.isXYhover(J)&&0!==et[0].length&&\"splom\"!==et[0].trace.type){var wt=et[0],Tt=(et=E[wt.trace.type]?et.filter((function(t){return t.trace.index===wt.trace.index})):[wt]).length,kt=N(\"x\",wt,u),At=N(\"y\",wt,u);ut(kt,At);var Mt,St=[],Et={},Lt=0,Ct=function(t){var e=E[t.trace.type]?C(t):t.trace.index;if(Et[e]){var r=Et[e]-1,n=St[r];r>0&&Math.abs(t.distance)<Math.abs(n.distance)&&(St[r]=t)}else Lt++,Et[e]=Lt,St.push(t)};for(Mt=0;Mt<Tt;Mt++)Ct(et[Mt]);for(Mt=et.length-1;Mt>Tt-1;Mt--)Ct(et[Mt]);et=St,gt()}var Pt=t._hoverdata,It=[],Ot=j(t),zt=U(t);for(q=0;q<et.length;q++){var Dt=et[q],Rt=v.makeEventData(Dt,Dt.trace,Dt.cd);if(!1!==Dt.hovertemplate){var Ft=!1;Dt.cd[Dt.index]&&Dt.cd[Dt.index].ht&&(Ft=Dt.cd[Dt.index].ht),Dt.hovertemplate=Ft||Dt.trace.hovertemplate||!1}if(Dt.xa&&Dt.ya){var Bt=Dt.x0+Dt.xa._offset,Nt=Dt.x1+Dt.xa._offset,jt=Dt.y0+Dt.ya._offset,Ut=Dt.y1+Dt.ya._offset,Vt=Math.min(Bt,Nt),Ht=Math.max(Bt,Nt),qt=Math.min(jt,Ut),Gt=Math.max(jt,Ut);Rt.bbox={x0:Vt+zt,x1:Ht+zt,y0:qt+Ot,y1:Gt+Ot}}Dt.eventData=[Rt],It.push(Rt)}t._hoverdata=It;var Yt=\"y\"===P&&(rt.length>1||et.length>1)||\"closest\"===P&&it&&et.length>1,Wt=p.combine(u.plot_bgcolor||p.background,u.paper_bgcolor),Xt=I(et,{gd:t,hovermode:P,rotateLabels:Yt,bgColor:Wt,container:u._hoverlayer,outerContainer:u._paper.node(),commonLabelOpts:u.hoverlabel,hoverdistance:u.hoverdistance});v.isUnifiedHover(P)||(!function(t,e,r){var n,i,a,o,s,l,c,u=0,f=1,h=t.size(),p=new Array(h),d=0;function m(t){var e=t[0],r=t[t.length-1];if(i=e.pmin-e.pos-e.dp+e.size,a=r.pos+r.dp+r.size-e.pmax,i>.01){for(s=t.length-1;s>=0;s--)t[s].dp+=i;n=!1}if(!(a<.01)){if(i<-.01){for(s=t.length-1;s>=0;s--)t[s].dp-=a;n=!1}if(n){var c=0;for(o=0;o<t.length;o++)(l=t[o]).pos+l.dp+l.size>e.pmax&&c++;for(o=t.length-1;o>=0&&!(c<=0);o--)(l=t[o]).pos>e.pmax-1&&(l.del=!0,c--);for(o=0;o<t.length&&!(c<=0);o++)if((l=t[o]).pos<e.pmin+1)for(l.del=!0,c--,a=2*l.size,s=t.length-1;s>=0;s--)t[s].dp-=a;for(o=t.length-1;o>=0&&!(c<=0);o--)(l=t[o]).pos+l.dp+l.size>e.pmax&&(l.del=!0,c--)}}}t.each((function(t){var n=t[e],i=\"x\"===n._id.charAt(0),a=n.range;0===d&&a&&a[0]>a[1]!==i&&(f=-1),p[d++]=[{datum:t,traceIndex:t.trace.index,dp:0,pos:t.pos,posref:t.posref,size:t.by*(i?T:1)/2,pmin:0,pmax:i?r.width:r.height}]})),p.sort((function(t,e){return t[0].posref-e[0].posref||f*(e[0].traceIndex-t[0].traceIndex)}));for(;!n&&u<=h;){for(u++,n=!0,o=0;o<p.length-1;){var g=p[o],v=p[o+1],y=g[g.length-1],x=v[0];if((i=y.pos+y.dp+y.size-x.pos-x.dp+x.size)>.01&&y.pmin===x.pmin&&y.pmax===x.pmax){for(s=v.length-1;s>=0;s--)v[s].dp+=i;for(g.push.apply(g,v),p.splice(o+1,1),c=0,s=g.length-1;s>=0;s--)c+=g[s].dp;for(a=c/g.length,s=g.length-1;s>=0;s--)g[s].dp-=a;n=!1}else o++}p.forEach(m)}for(o=p.length-1;o>=0;o--){var b=p[o];for(s=b.length-1;s>=0;s--){var _=b[s],w=_.datum;w.offset=_.dp,w.del=_.del}}}(Xt,Yt?\"xa\":\"ya\",u),z(Xt,Yt,u._invScaleX,u._invScaleY));if(s&&s.tagName){var Zt=g.getComponentMethod(\"annotations\",\"hasClickToShow\")(t,It);f(n.select(s),Zt?\"pointer\":\"\")}if(!s||a||!function(t,e,r){if(!r||r.length!==t._hoverdata.length)return!0;for(var n=r.length-1;n>=0;n--){var i=r[n],a=t._hoverdata[n];if(i.curveNumber!==a.curveNumber||String(i.pointNumber)!==String(a.pointNumber)||String(i.pointNumbers)!==String(a.pointNumbers))return!0}return!1}(t,0,Pt))return;Pt&&t.emit(\"plotly_unhover\",{event:e,points:Pt});t.emit(\"plotly_hover\",{event:e,points:t._hoverdata,xaxes:_,yaxes:w,xvals:V,yvals:H})}(t,e,r,a,s)}))},r.loneHover=function(t,e){var r=!0;Array.isArray(t)||(r=!1,t=[t]);var i=e.gd,a=j(i),o=U(i),s=I(t.map((function(t){var r=t._x0||t.x0||t.x||0,n=t._x1||t.x1||t.x||0,s=t._y0||t.y0||t.y||0,l=t._y1||t.y1||t.y||0,c=t.eventData;if(c){var u=Math.min(r,n),f=Math.max(r,n),h=Math.min(s,l),d=Math.max(s,l),m=t.trace;if(g.traceIs(m,\"gl3d\")){var v=i._fullLayout[m.scene]._scene.container,y=v.offsetLeft,x=v.offsetTop;u+=y,f+=y,h+=x,d+=x}c.bbox={x0:u+o,x1:f+o,y0:h+a,y1:d+a},e.inOut_bbox&&e.inOut_bbox.push(c.bbox)}else c=!1;return{color:t.color||p.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,hovertemplateLabels:t.hovertemplateLabels||!1,eventData:c}})),{gd:i,hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||p.background,container:n.select(e.container),outerContainer:e.outerContainer||e.container}),l=0,c=0;return s.sort((function(t,e){return t.y0-e.y0})).each((function(t,r){var n=t.y0-t.by/2;t.offset=n-5<l?l-n+5:0,l=n+t.by+t.offset,r===e.anchorIndex&&(c=t.offset)})).each((function(t){t.offset-=c})),z(s,!1,i._fullLayout._invScaleX,i._fullLayout._invScaleY),r?s:s.node()};var P=/<extra>([\\s\\S]*)<\\/extra>/;function I(t,e){var r=e.gd,i=r._fullLayout,a=e.hovermode,c=e.rotateLabels,f=e.bgColor,d=e.container,m=e.outerContainer,w=e.commonLabelOpts||{};if(0===t.length)return[[]];var T=e.fontFamily||y.HOVERFONT,k=e.fontSize||y.HOVERFONTSIZE,A=t[0],E=A.xa,L=A.ya,P=a.charAt(0),I=A[P+\"Label\"],z=V(r,m),D=z.top,R=z.width,F=z.height,B=void 0!==I&&A.distance<=e.hoverdistance&&(\"x\"===a||\"y\"===a);if(B){var N,j,U=!0;for(N=0;N<t.length;N++)if(U&&void 0===t[N].zLabel&&(U=!1),j=t[N].hoverinfo||t[N].trace.hoverinfo){var H=Array.isArray(j)?j:j.split(\"+\");if(-1===H.indexOf(\"all\")&&-1===H.indexOf(a)){B=!1;break}}U&&(B=!1)}var q=d.selectAll(\"g.axistext\").data(B?[0]:[]);if(q.enter().append(\"g\").classed(\"axistext\",!0),q.exit().remove(),q.each((function(){var t=n.select(this),e=o.ensureSingle(t,\"path\",\"\",(function(t){t.style({\"stroke-width\":\"1px\"})})),l=o.ensureSingle(t,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),c=w.bgcolor||p.defaultLine,f=w.bordercolor||p.contrast(c),d=p.contrast(c),m={family:w.font.family||T,size:w.font.size||k,color:w.font.color||d};e.style({fill:c,stroke:f}),l.text(I).call(h.font,m).call(u.positionText,0,0).call(u.convertToTspans,r),t.attr(\"transform\",\"\");var g,v,y=V(r,l.node());if(\"x\"===a){var x=\"top\"===E.side?\"-\":\"\";l.attr(\"text-anchor\",\"middle\").call(u.positionText,0,\"top\"===E.side?D-y.bottom-M-S:D-y.top+M+S),g=E._offset+(A.x0+A.x1)/2,v=L._offset+(\"top\"===E.side?0:L._length);var b=y.width/2+S;g<b?(g=b,e.attr(\"d\",\"M-\"+(b-M)+\",0L-\"+(b-2*M)+\",\"+x+M+\"H\"+(S+y.width/2)+\"v\"+x+(2*S+y.height)+\"H-\"+b+\"V\"+x+M+\"Z\")):g>i.width-b?(g=i.width-b,e.attr(\"d\",\"M\"+(b-M)+\",0L\"+b+\",\"+x+M+\"v\"+x+(2*S+y.height)+\"H-\"+b+\"V\"+x+M+\"H\"+(b-2*M)+\"Z\")):e.attr(\"d\",\"M0,0L\"+M+\",\"+x+M+\"H\"+(S+y.width/2)+\"v\"+x+(2*S+y.height)+\"H-\"+(S+y.width/2)+\"V\"+x+M+\"H-\"+M+\"Z\")}else{var _,C,P;\"right\"===L.side?(_=\"start\",C=1,P=\"\",g=E._offset+E._length):(_=\"end\",C=-1,P=\"-\",g=E._offset),v=L._offset+(A.y0+A.y1)/2,l.attr(\"text-anchor\",_),e.attr(\"d\",\"M0,0L\"+P+M+\",\"+M+\"V\"+(S+y.height/2)+\"h\"+P+(2*S+y.width)+\"V-\"+(S+y.height/2)+\"H\"+P+M+\"V-\"+M+\"Z\");var O,z=y.height/2,R=D-y.top-z,F=\"clip\"+i._uid+\"commonlabel\"+L._id;if(g<y.width+2*S+M){O=\"M-\"+(M+S)+\"-\"+z+\"h-\"+(y.width-S)+\"V\"+z+\"h\"+(y.width-S)+\"Z\";var B=y.width-g+S;u.positionText(l,B,R),\"end\"===_&&l.selectAll(\"tspan\").each((function(){var t=n.select(this),e=h.tester.append(\"text\").text(t.text()).call(h.font,m),i=V(r,e.node());Math.round(i.width)<Math.round(y.width)&&t.attr(\"x\",B-i.width),e.remove()}))}else u.positionText(l,C*(S+M),R),O=null;var N=i._topclips.selectAll(\"#\"+F).data(O?[0]:[]);N.enter().append(\"clipPath\").attr(\"id\",F).append(\"path\"),N.exit().remove(),N.select(\"path\").attr(\"d\",O),h.setClipUrl(l,O?F:null,r)}t.attr(\"transform\",s(g,v))})),v.isUnifiedHover(a)){d.selectAll(\"g.hovertext\").remove();var G=t.filter((function(t){return\"none\"!==t.hoverinfo}));if(0===G.length)return;var Y=i.hoverlabel,W=Y.font,X={showlegend:!0,legend:{title:{text:I,font:W},font:W,bgcolor:Y.bgcolor,bordercolor:Y.bordercolor,borderwidth:1,tracegroupgap:7,traceorder:i.legend?i.legend.traceorder:void 0,orientation:\"v\"}},Z={font:W};x(X,Z,r._fullData);var J=Z.legend;J.entries=[];for(var K=0;K<G.length;K++){var Q=G[K];if(\"none\"!==Q.hoverinfo){var $=O(Q,!0,a,i,I),tt=$[0],et=$[1];Q.name=et,Q.text=\"\"!==et?et+\" : 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n=t(\"@plotly/d3\"),i=t(\"../../lib\"),a=t(\"../../plots/plots\"),o=t(\"../../registry\"),s=t(\"../../lib/events\"),l=t(\"../dragelement\"),c=t(\"../drawing\"),u=t(\"../color\"),f=t(\"../../lib/svg_text_utils\"),h=t(\"./handle_click\"),p=t(\"./constants\"),d=t(\"../../constants/alignment\"),m=d.LINE_SPACING,g=d.FROM_TL,v=d.FROM_BR,y=t(\"./get_legend_data\"),x=t(\"./style\"),b=t(\"./helpers\");function _(t,e,r,n,i){var a=r.data()[0][0].trace,l={event:i,node:r.node(),curveNumber:a.index,expandedIndex:a._expandedIndex,data:t.data,layout:t.layout,frames:t._transitionData._frames,config:t._context,fullData:t._fullData,fullLayout:t._fullLayout};if(a._group&&(l.group=a._group),o.traceIs(a,\"pie-like\")&&(l.label=r.datum()[0].label),!1!==s.triggerHandler(t,\"plotly_legendclick\",l))if(1===n)e._clickTimeout=setTimeout((function(){t._fullLayout&&h(r,t,n)}),t._context.doubleClickDelay);else 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rectangle\")},attr:\"dragmode\",val:\"drawrect\",icon:o.drawrect,click:f},u.drawcircle={name:\"drawcircle\",title:function(t){return c(t,\"Draw circle\")},attr:\"dragmode\",val:\"drawcircle\",icon:o.drawcircle,click:f},u.eraseshape={name:\"eraseshape\",title:function(t){return c(t,\"Erase active shape\")},icon:o.eraseshape,click:s},u.zoomIn2d={name:\"zoomIn2d\",_cat:\"zoomin\",title:function(t){return c(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:f},u.zoomOut2d={name:\"zoomOut2d\",_cat:\"zoomout\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:f},u.autoScale2d={name:\"autoScale2d\",_cat:\"autoscale\",title:function(t){return c(t,\"Autoscale\")},attr:\"zoom\",val:\"auto\",icon:o.autoscale,click:f},u.resetScale2d={name:\"resetScale2d\",_cat:\"resetscale\",title:function(t){return c(t,\"Reset axes\")},attr:\"zoom\",val:\"reset\",icon:o.home,click:f},u.hoverClosestCartesian={name:\"hoverClosestCartesian\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:f},u.hoverCompareCartesian={name:\"hoverCompareCartesian\",_cat:\"hoverCompare\",title:function(t){return c(t,\"Compare data on hover\")},attr:\"hovermode\",val:function(t){return t._fullLayout._isHoriz?\"y\":\"x\"},icon:o.tooltip_compare,gravity:\"ne\",click:f},u.zoom3d={name:\"zoom3d\",_cat:\"zoom\",title:function(t){return c(t,\"Zoom\")},attr:\"scene.dragmode\",val:\"zoom\",icon:o.zoombox,click:h},u.pan3d={name:\"pan3d\",_cat:\"pan\",title:function(t){return c(t,\"Pan\")},attr:\"scene.dragmode\",val:\"pan\",icon:o.pan,click:h},u.orbitRotation={name:\"orbitRotation\",title:function(t){return c(t,\"Orbital rotation\")},attr:\"scene.dragmode\",val:\"orbit\",icon:o[\"3d_rotate\"],click:h},u.tableRotation={name:\"tableRotation\",title:function(t){return c(t,\"Turntable rotation\")},attr:\"scene.dragmode\",val:\"turntable\",icon:o[\"z-axis\"],click:h},u.resetCameraDefault3d={name:\"resetCameraDefault3d\",_cat:\"resetCameraDefault\",title:function(t){return c(t,\"Reset camera to default\")},attr:\"resetDefault\",icon:o.home,click:p},u.resetCameraLastSave3d={name:\"resetCameraLastSave3d\",_cat:\"resetCameraLastSave\",title:function(t){return c(t,\"Reset camera to last save\")},attr:\"resetLastSave\",icon:o.movie,click:p},u.hoverClosest3d={name:\"hoverClosest3d\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);n.call(\"_guiRelayout\",t,r)}},u.zoomInGeo={name:\"zoomInGeo\",_cat:\"zoomin\",title:function(t){return c(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:m},u.zoomOutGeo={name:\"zoomOutGeo\",_cat:\"zoomout\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:m},u.resetGeo={name:\"resetGeo\",_cat:\"reset\",title:function(t){return c(t,\"Reset\")},attr:\"reset\",val:null,icon:o.autoscale,click:m},u.hoverClosestGeo={name:\"hoverClosestGeo\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:v},u.hoverClosestGl2d={name:\"hoverClosestGl2d\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:v},u.hoverClosestPie={name:\"hoverClosestPie\",_cat:\"hoverclosest\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:\"closest\",icon:o.tooltip_basic,gravity:\"ne\",click:v},u.resetViewSankey={name:\"resetSankeyGroup\",title:function(t){return c(t,\"Reset view\")},icon:o.home,click:function(t){for(var e={\"node.groups\":[],\"node.x\":[],\"node.y\":[]},r=0;r<t._fullData.length;r++){var i=t._fullData[r]._viewInitial;e[\"node.groups\"].push(i.node.groups.slice()),e[\"node.x\"].push(i.node.x.slice()),e[\"node.y\"].push(i.node.y.slice())}n.call(\"restyle\",t,e)}},u.toggleHover={name:\"toggleHover\",title:function(t){return c(t,\"Toggle show closest data on hover\")},attr:\"hovermode\",val:null,toggle:!0,icon:o.tooltip_basic,gravity:\"ne\",click:function(t,e){var r=d(t,e);r.hovermode=g(t),n.call(\"_guiRelayout\",t,r)}},u.resetViews={name:\"resetViews\",title:function(t){return c(t,\"Reset views\")},icon:o.home,click:function(t,e){var r=e.currentTarget;r.setAttribute(\"data-attr\",\"zoom\"),r.setAttribute(\"data-val\",\"reset\"),f(t,e),r.setAttribute(\"data-attr\",\"resetLastSave\"),p(t,e),x(t,\"geo\"),x(t,\"mapbox\")}},u.toggleSpikelines={name:\"toggleSpikelines\",title:function(t){return c(t,\"Toggle Spike Lines\")},icon:o.spikeline,attr:\"_cartesianSpikesEnabled\",val:\"on\",click:function(t){var e=t._fullLayout,r=e._cartesianSpikesEnabled;e._cartesianSpikesEnabled=\"on\"===r?\"off\":\"on\",n.call(\"_guiRelayout\",t,function(t){for(var e=\"on\"===t._fullLayout._cartesianSpikesEnabled,r=a.list(t,null,!0),n={},i=0;i<r.length;i++){var o=r[i];n[o._name+\".showspikes\"]=!!e||o._showSpikeInitial}return n}(t))}},u.resetViewMapbox={name:\"resetViewMapbox\",_cat:\"resetView\",title:function(t){return c(t,\"Reset view\")},attr:\"reset\",icon:o.home,click:function(t){x(t,\"mapbox\")}},u.zoomInMapbox={name:\"zoomInMapbox\",_cat:\"zoomin\",title:function(t){return c(t,\"Zoom in\")},attr:\"zoom\",val:\"in\",icon:o.zoom_plus,click:y},u.zoomOutMapbox={name:\"zoomOutMapbox\",_cat:\"zoomout\",title:function(t){return c(t,\"Zoom out\")},attr:\"zoom\",val:\"out\",icon:o.zoom_minus,click:y}},{\"../../fonts/ploticon\":482,\"../../lib\":503,\"../../plots/cartesian/axis_ids\":558,\"../../plots/plots\":619,\"../../registry\":638,\"../shapes/draw\":450}],427:[function(t,e,r){\"use strict\";var n=t(\"./buttons\"),i=Object.keys(n),a=[\"drawline\",\"drawopenpath\",\"drawclosedpath\",\"drawcircle\",\"drawrect\",\"eraseshape\"],o=[\"v1hovermode\",\"hoverclosest\",\"hovercompare\",\"togglehover\",\"togglespikelines\"].concat(a),s=[];i.forEach((function(t){!function(t){if(-1===o.indexOf(t._cat||t.name)){var e=t.name,r=(t._cat||t.name).toLowerCase();-1===s.indexOf(e)&&s.push(e),-1===s.indexOf(r)&&s.push(r)}}(n[t])})),s.sort(),e.exports={DRAW_MODES:a,backButtons:o,foreButtons:s}},{\"./buttons\":426}],428:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../color\"),a=t(\"../../plot_api/plot_template\"),o=t(\"./attributes\");e.exports=function(t,e){var r=t.modebar||{},s=a.newContainer(e,\"modebar\");function l(t,e){return n.coerce(r,s,o,t,e)}l(\"orientation\"),l(\"bgcolor\",i.addOpacity(e.paper_bgcolor,.5));var c=i.contrast(i.rgb(e.modebar.bgcolor));l(\"color\",i.addOpacity(c,.3)),l(\"activecolor\",i.addOpacity(c,.7)),l(\"uirevision\",e.uirevision),l(\"add\"),l(\"remove\")}},{\"../../lib\":503,\"../../plot_api/plot_template\":543,\"../color\":366,\"./attributes\":425}],429:[function(t,e,r){\"use strict\";e.exports={moduleType:\"component\",name:\"modebar\",layoutAttributes:t(\"./attributes\"),supplyLayoutDefaults:t(\"./defaults\"),manage:t(\"./manage\")}},{\"./attributes\":425,\"./defaults\":428,\"./manage\":430}],430:[function(t,e,r){\"use strict\";var n=t(\"../../plots/cartesian/axis_ids\"),i=t(\"../../traces/scatter/subtypes\"),a=t(\"../../registry\"),o=t(\"../fx/helpers\").isUnifiedHover,s=t(\"./modebar\"),l=t(\"./buttons\"),c=t(\"./constants\").DRAW_MODES,u=t(\"../../lib\").extendDeep;e.exports=function(t){var e=t._fullLayout,r=t._context,f=e._modeBar;if(r.displayModeBar||r.watermark){if(!Array.isArray(r.modeBarButtonsToRemove))throw new Error([\"*modeBarButtonsToRemove* configuration options\",\"must be an array.\"].join(\" \"));if(!Array.isArray(r.modeBarButtonsToAdd))throw new Error([\"*modeBarButtonsToAdd* configuration options\",\"must be an array.\"].join(\" \"));var h,p=r.modeBarButtons;h=Array.isArray(p)&&p.length?function(t){for(var e=u([],t),r=0;r<e.length;r++)for(var n=e[r],i=0;i<n.length;i++){var a=n[i];if(\"string\"==typeof a){if(void 0===l[a])throw new Error([\"*modeBarButtons* configuration options\",\"invalid button name\"].join(\" \"));e[r][i]=l[a]}}return e}(p):!r.displayModeBar&&r.watermark?[]:function(t){var e=t._fullLayout,r=t._fullData,s=t._context;function u(t,e){if(\"string\"==typeof e){if(e.toLowerCase()===t.toLowerCase())return!0}else{var r=e.name,n=e._cat||e.name;if(r===t||n===t.toLowerCase())return!0}return!1}var f=e.modebar.add;\"string\"==typeof f&&(f=[f]);var h=e.modebar.remove;\"string\"==typeof h&&(h=[h]);var p=s.modeBarButtonsToAdd.concat(f.filter((function(t){for(var e=0;e<s.modeBarButtonsToRemove.length;e++)if(u(t,s.modeBarButtonsToRemove[e]))return!1;return!0}))),d=s.modeBarButtonsToRemove.concat(h.filter((function(t){for(var e=0;e<s.modeBarButtonsToAdd.length;e++)if(u(t,s.modeBarButtonsToAdd[e]))return!1;return!0}))),m=e._has(\"cartesian\"),g=e._has(\"gl3d\"),v=e._has(\"geo\"),y=e._has(\"pie\"),x=e._has(\"funnelarea\"),b=e._has(\"gl2d\"),_=e._has(\"ternary\"),w=e._has(\"mapbox\"),T=e._has(\"polar\"),k=e._has(\"smith\"),A=e._has(\"sankey\"),M=function(t){for(var e=n.list({_fullLayout:t},null,!0),r=0;r<e.length;r++)if(!e[r].fixedrange)return!1;return!0}(e),S=o(e.hovermode),E=[];function L(t){if(t.length){for(var e=[],r=0;r<t.length;r++){for(var n=t[r],i=l[n],a=i.name.toLowerCase(),o=(i._cat||i.name).toLowerCase(),s=!1,c=0;c<d.length;c++){var u=d[c].toLowerCase();if(u===a||u===o){s=!0;break}}s||e.push(l[n])}E.push(e)}}var C=[\"toImage\"];s.showEditInChartStudio?C.push(\"editInChartStudio\"):s.showSendToCloud&&C.push(\"sendDataToCloud\");L(C);var P=[],I=[],O=[],z=[];(m||b||y||x||_)+v+g+w+T+k>1?(I=[\"toggleHover\"],O=[\"resetViews\"]):v?(P=[\"zoomInGeo\",\"zoomOutGeo\"],I=[\"hoverClosestGeo\"],O=[\"resetGeo\"]):g?(I=[\"hoverClosest3d\"],O=[\"resetCameraDefault3d\",\"resetCameraLastSave3d\"]):w?(P=[\"zoomInMapbox\",\"zoomOutMapbox\"],I=[\"toggleHover\"],O=[\"resetViewMapbox\"]):b?I=[\"hoverClosestGl2d\"]:y?I=[\"hoverClosestPie\"]:A?(I=[\"hoverClosestCartesian\",\"hoverCompareCartesian\"],O=[\"resetViewSankey\"]):I=[\"toggleHover\"];m&&(I=[\"toggleSpikelines\",\"hoverClosestCartesian\",\"hoverCompareCartesian\"]);(function(t){for(var e=0;e<t.length;e++)if(!a.traceIs(t[e],\"noHover\"))return!1;return!0}(r)||S)&&(I=[]);!m&&!b||M||(P=[\"zoomIn2d\",\"zoomOut2d\",\"autoScale2d\"],\"resetViews\"!==O[0]&&(O=[\"resetScale2d\"]));g?z=[\"zoom3d\",\"pan3d\",\"orbitRotation\",\"tableRotation\"]:(m||b)&&!M||_?z=[\"zoom2d\",\"pan2d\"]:w||v?z=[\"pan2d\"]:T&&(z=[\"zoom2d\"]);(function(t){for(var e=!1,r=0;r<t.length&&!e;r++){var n=t[r];n._module&&n._module.selectPoints&&(a.traceIs(n,\"scatter-like\")?(i.hasMarkers(n)||i.hasText(n))&&(e=!0):a.traceIs(n,\"box-violin\")&&\"all\"!==n.boxpoints&&\"all\"!==n.points||(e=!0))}return e})(r)&&z.push(\"select2d\",\"lasso2d\");var D=[],R=function(t){-1===D.indexOf(t)&&-1!==I.indexOf(t)&&D.push(t)};if(Array.isArray(p)){for(var F=[],B=0;B<p.length;B++){var N=p[B];\"string\"==typeof N?(N=N.toLowerCase(),-1!==c.indexOf(N)?(e._has(\"mapbox\")||e._has(\"cartesian\"))&&z.push(N):\"togglespikelines\"===N?R(\"toggleSpikelines\"):\"togglehover\"===N?R(\"toggleHover\"):\"hovercompare\"===N?R(\"hoverCompareCartesian\"):\"hoverclosest\"===N?(R(\"hoverClosestCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\")):\"v1hovermode\"===N&&(R(\"toggleHover\"),R(\"hoverClosestCartesian\"),R(\"hoverCompareCartesian\"),R(\"hoverClosestGeo\"),R(\"hoverClosest3d\"),R(\"hoverClosestGl2d\"),R(\"hoverClosestPie\"))):F.push(N)}p=F}return L(z),L(P.concat(O)),L(D),function(t,e){if(e.length)if(Array.isArray(e[0]))for(var r=0;r<e.length;r++)t.push(e[r]);else t.push(e);return t}(E,p)}(t),f?f.update(t,h):e._modeBar=s(t,h)}else f&&(f.destroy(),delete e._modeBar)}},{\"../../lib\":503,\"../../plots/cartesian/axis_ids\":558,\"../../registry\":638,\"../../traces/scatter/subtypes\":952,\"../fx/helpers\":402,\"./buttons\":426,\"./constants\":427,\"./modebar\":431}],431:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"fast-isnumeric\"),a=t(\"../../lib\"),o=t(\"../../fonts/ploticon\"),s=t(\"../../version\").version,l=new DOMParser;function c(t){this.container=t.container,this.element=document.createElement(\"div\"),this.update(t.graphInfo,t.buttons),this.container.appendChild(this.element)}var u=c.prototype;u.update=function(t,e){this.graphInfo=t;var r=this.graphInfo._context,n=this.graphInfo._fullLayout,i=\"modebar-\"+n._uid;this.element.setAttribute(\"id\",i),this._uid=i,this.element.className=\"modebar\",\"hover\"===r.displayModeBar&&(this.element.className+=\" modebar--hover ease-bg\"),\"v\"===n.modebar.orientation&&(this.element.className+=\" vertical\",e=e.reverse());var o=n.modebar,s=\"hover\"===r.displayModeBar?\".js-plotly-plot .plotly:hover \":\"\";a.deleteRelatedStyleRule(i),a.addRelatedStyleRule(i,s+\"#\"+i+\" .modebar-group\",\"background-color: \"+o.bgcolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn .icon path\",\"fill: \"+o.color),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn:hover .icon path\",\"fill: \"+o.activecolor),a.addRelatedStyleRule(i,\"#\"+i+\" .modebar-btn.active .icon path\",\"fill: \"+o.activecolor);var l=!this.hasButtons(e),c=this.hasLogo!==r.displaylogo,u=this.locale!==r.locale;if(this.locale=r.locale,(l||c||u)&&(this.removeAllButtons(),this.updateButtons(e),r.watermark||r.displaylogo)){var f=this.getLogo();r.watermark&&(f.className=f.className+\" watermark\"),\"v\"===n.modebar.orientation?this.element.insertBefore(f,this.element.childNodes[0]):this.element.appendChild(f),this.hasLogo=!0}this.updateActiveButton()},u.updateButtons=function(t){var e=this;this.buttons=t,this.buttonElements=[],this.buttonsNames=[],this.buttons.forEach((function(t){var r=e.createGroup();t.forEach((function(t){var n=t.name;if(!n)throw new Error(\"must provide button 'name' in button config\");if(-1!==e.buttonsNames.indexOf(n))throw new Error(\"button name '\"+n+\"' is taken\");e.buttonsNames.push(n);var i=e.createButton(t);e.buttonElements.push(i),r.appendChild(i)})),e.element.appendChild(r)}))},u.createGroup=function(){var t=document.createElement(\"div\");return t.className=\"modebar-group\",t},u.createButton=function(t){var e=this,r=document.createElement(\"a\");r.setAttribute(\"rel\",\"tooltip\"),r.className=\"modebar-btn\";var i=t.title;void 0===i?i=t.name:\"function\"==typeof i&&(i=i(this.graphInfo)),(i||0===i)&&r.setAttribute(\"data-title\",i),void 0!==t.attr&&r.setAttribute(\"data-attr\",t.attr);var a=t.val;if(void 0!==a&&(\"function\"==typeof a&&(a=a(this.graphInfo)),r.setAttribute(\"data-val\",a)),\"function\"!=typeof t.click)throw new Error(\"must provide button 'click' function in button config\");r.addEventListener(\"click\",(function(r){t.click(e.graphInfo,r),e.updateActiveButton(r.currentTarget)})),r.setAttribute(\"data-toggle\",t.toggle||!1),t.toggle&&n.select(r).classed(\"active\",!0);var s=t.icon;return\"function\"==typeof s?r.appendChild(s()):r.appendChild(this.createIcon(s||o.question)),r.setAttribute(\"data-gravity\",t.gravity||\"n\"),r},u.createIcon=function(t){var e,r=i(t.height)?Number(t.height):t.ascent-t.descent,n=\"http://www.w3.org/2000/svg\";if(t.path){(e=document.createElementNS(n,\"svg\")).setAttribute(\"viewBox\",[0,0,t.width,r].join(\" \")),e.setAttribute(\"class\",\"icon\");var a=document.createElementNS(n,\"path\");a.setAttribute(\"d\",t.path),t.transform?a.setAttribute(\"transform\",t.transform):void 0!==t.ascent&&a.setAttribute(\"transform\",\"matrix(1 0 0 -1 0 \"+t.ascent+\")\"),e.appendChild(a)}t.svg&&(e=l.parseFromString(t.svg,\"application/xml\").childNodes[0]);return e.setAttribute(\"height\",\"1em\"),e.setAttribute(\"width\",\"1em\"),e},u.updateActiveButton=function(t){var e=this.graphInfo._fullLayout,r=void 0!==t?t.getAttribute(\"data-attr\"):null;this.buttonElements.forEach((function(t){var i=t.getAttribute(\"data-val\")||!0,o=t.getAttribute(\"data-attr\"),s=\"true\"===t.getAttribute(\"data-toggle\"),l=n.select(t);if(s)o===r&&l.classed(\"active\",!l.classed(\"active\"));else{var c=null===o?o:a.nestedProperty(e,o).get();l.classed(\"active\",c===i)}}))},u.hasButtons=function(t){var e=this.buttons;if(!e)return!1;if(t.length!==e.length)return!1;for(var r=0;r<t.length;++r){if(t[r].length!==e[r].length)return!1;for(var 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t.match(n.segmentRE).forEach((function(t){var a=e[t.charAt(0)].drawn;if(void 0!==a){var o=t.substr(1).match(n.paramRE);!o||o.length<a||r.push(i.cleanNumber(o[a]))}})),r},r.getDataToPixel=function(t,e,n,i){var a,o=t._fullLayout._size;if(e)if(\"domain\"===i)a=function(t){return e._length*(n?1-t:t)+e._offset};else{var s=r.shapePositionToRange(e);a=function(t){return e._offset+e.r2p(s(t,!0))},\"date\"===e.type&&(a=r.decodeDate(a))}else a=n?function(t){return o.t+o.h*(1-t)}:function(t){return o.l+o.w*t};return a},r.getPixelToData=function(t,e,n,i){var a,o=t._fullLayout._size;if(e)if(\"domain\"===i)a=function(t){var r=(t-e._offset)/e._length;return n?1-r:r};else{var s=r.rangeToShapePosition(e);a=function(t){return s(e.p2r(t-e._offset))}}else a=n?function(t){return 1-(t-o.t)/o.h}:function(t){return(t-o.l)/o.w};return a},r.roundPositionForSharpStrokeRendering=function(t,e){var r=1===Math.round(e%2),n=Math.round(t);return r?n+.5:n},r.makeOptionsAndPlotinfo=function(t,e){var 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n=t(\"../../plots/font_attributes\"),i=t(\"../../plots/pad_attributes\"),a=t(\"../../lib/extend\").extendDeepAll,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/animation_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"./constants\"),u=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});e.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:a(i({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":493,\"../../plot_api/edit_types\":536,\"../../plot_api/plot_template\":543,\"../../plots/animation_attributes\":548,\"../../plots/font_attributes\":585,\"../../plots/pad_attributes\":618,\"./constants\":460}],460:[function(t,e,r){\"use 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T={y:e.y,b:u.height*m[w],t:u.height*d[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*d[b],T.r=0,T.xr=e.x+e.len*m[b]):(T.x=e.x,T.l=u.outerLength*d[b],T.r=u.outerLength*m[b]),i.autoMargin(t,g(e),T)}function x(t,e,r){if(e.currentvalue.visible){var n,i,a=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=a.inputAreaLength-f.currentValueInset-a.currentValueMaxWidth,i=\"left\";break;case\"center\":n=.5*a.inputAreaLength,i=\"middle\";break;default:n=f.currentValueInset,i=\"left\"}var l=s.ensureSingle(t,\"text\",f.labelClass,(function(t){t.attr({\"text-anchor\":i,\"data-notex\":1})})),u=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)u+=r;else{var h=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(h=s.templateString(h,d)),u+=h}e.currentvalue.suffix&&(u+=e.currentvalue.suffix),l.call(o.font,e.currentvalue.font).text(u).call(c.convertToTspans,e._gd);var m=c.lineCount(l),g=(a.currentValueMaxLines+1-m)*e.currentvalue.font.size*p;return 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t=s(),a=L(t,n.mouse(i)[0]);T(e,r,t,a,!1)}function h(){var t=s();t._dragging=!1,l.call(a.fill,t.bgcolor),o.on(\"mouseup\",null),o.on(\"mousemove\",null),o.on(\"touchend\",null),o.on(\"touchmove\",null),e.emit(\"plotly_sliderend\",{slider:t,step:t.steps[t.active]})}T(e,r,t,c,!0),t._dragging=!0,o.on(\"mousemove\",u),o.on(\"touchmove\",u),o.on(\"mouseup\",h),o.on(\"touchend\",h)}t.on(\"mousedown\",l),t.on(\"touchstart\",l)}function M(t,e){var r=t.selectAll(\"rect.\"+f.tickRectClass).data(e._visibleSteps),i=e._dims;r.enter().append(\"rect\").classed(f.tickRectClass,!0),r.exit().remove(),r.attr({width:e.tickwidth+\"px\",\"shape-rendering\":\"crispEdges\"}),r.each((function(t,r){var s=r%i.labelStride==0,l=n.select(this);l.attr({height:s?e.ticklen:e.minorticklen}).call(a.fill,e.tickcolor),o.setTranslate(l,E(e,r/(e._stepCount-1))-.5*e.tickwidth,(s?f.tickOffset:f.minorTickOffset)+i.currentValueTotalHeight)}))}function S(t,e,r){for(var 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n=t(\"@plotly/d3\"),i=t(\"d3-time-format\").utcFormat,a=t(\"d3-format\").format,o=t(\"fast-isnumeric\"),s=t(\"../constants/numerical\"),l=s.FP_SAFE,c=-l,u=s.BADNUM,f=e.exports={};f.adjustFormat=function(t){return!t||/^\\d[.]\\df/.test(t)||/[.]\\d%/.test(t)?t:\"0.f\"===t?\"~f\":/^\\d%/.test(t)?\"~%\":/^\\ds/.test(t)?\"~s\":!/^[~,.0$]/.test(t)&&/[&fps]/.test(t)?\"~\"+t:t};var h={};f.warnBadFormat=function(t){var e=String(t);h[e]||(h[e]=1,f.warn('encountered bad format: \"'+e+'\"'))},f.noFormat=function(t){return String(t)},f.numberFormat=function(t){var e;try{e=a(f.adjustFormat(t))}catch(e){return f.warnBadFormat(t),f.noFormat}return e},f.nestedProperty=t(\"./nested_property\"),f.keyedContainer=t(\"./keyed_container\"),f.relativeAttr=t(\"./relative_attr\"),f.isPlainObject=t(\"./is_plain_object\"),f.toLogRange=t(\"./to_log_range\"),f.relinkPrivateKeys=t(\"./relink_private\");var 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b=0;b<t.calcdata.length;b++)t.calcdata[b][0].trace=t._fullData[b];t._context.responsive?t._responsiveChartHandler||(t._responsiveChartHandler=function(){o.isHidden(t)||h.resize(t)},window.addEventListener(\"resize\",t._responsiveChartHandler)):o.clearResponsive(t);var T=o.extendFlat({},m._size),k=0;function A(){if(h.clearAutoMarginIds(t),w.drawMarginPushers(t),p.allowAutoMargin(t),m._has(\"pie\"))for(var e=t._fullData,r=0;r<e.length;r++){var n=e[r];\"pie\"===n.type&&n.automargin&&h.allowAutoMargin(t,\"pie.\"+n.uid+\".automargin\")}return h.doAutoMargin(t),h.previousPromises(t)}function S(){t._transitioning||(w.doAutoRangeAndConstraints(t),f&&p.saveRangeInitial(t),u.getComponentMethod(\"rangeslider\",\"calcAutorange\")(t))}var E=[h.previousPromises,function(){if(s)return r.addFrames(t,s)},function e(){for(var 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u=e._clips.selectAll(\".axesclip\").data(c,(function(t){return t.x._id+t.y._id}));u.enter().append(\"clipPath\").classed(\"axesclip\",!0).attr(\"id\",(function(t){return\"clip\"+e._uid+t.x._id+t.y._id})).append(\"rect\"),u.exit().remove(),u.each((function(t){n.select(this).select(\"rect\").attr({x:t.x._offset||0,y:t.y._offset||0,width:t.x._length||1,height:t.y._length||1})}))}},H.draw=function(t,e,r){var n=t._fullLayout;\"redraw\"===e&&n._paper.selectAll(\"g.subplot\").each((function(t){var e=t[0],r=n._plots[e];if(r){var i=r.xaxis,a=r.yaxis;r.xaxislayer.selectAll(\".\"+i._id+\"tick\").remove(),r.yaxislayer.selectAll(\".\"+a._id+\"tick\").remove(),r.xaxislayer.selectAll(\".\"+i._id+\"tick2\").remove(),r.yaxislayer.selectAll(\".\"+a._id+\"tick2\").remove(),r.xaxislayer.selectAll(\".\"+i._id+\"divider\").remove(),r.yaxislayer.selectAll(\".\"+a._id+\"divider\").remove(),r.minorGridlayer&&r.minorGridlayer.selectAll(\"path\").remove(),r.gridlayer&&r.gridlayer.selectAll(\"path\").remove(),r.zerolinelayer&&r.zerolinelayer.selectAll(\"path\").remove(),n._infolayer.select(\".g-\"+i._id+\"title\").remove(),n._infolayer.select(\".g-\"+a._id+\"title\").remove()}}));var i=e&&\"redraw\"!==e?e:H.listIds(t);return s.syncOrAsync(i.map((function(e){return function(){if(e){var n=H.getFromId(t,e),i=H.drawOne(t,n,r);return n._r=n.range.slice(),n._rl=s.simpleMap(n._r,n.r2l),i}}})))},H.drawOne=function(t,e,r){var n,i,l;r=r||{},e.setScale();var c=t._fullLayout,p=e._id,d=p.charAt(0),m=H.counterLetter(p),g=c._plots[e._mainSubplot];if(g){var v=g[d+\"axislayer\"],y=e._mainLinePosition,x=e._mainMirrorPosition,b=e._vals=H.calcTicks(e),_=[e.mirror,y,x].join(\"_\");for(n=0;n<b.length;n++)b[n].axInfo=_;e._selections={},e._tickAngles&&(e._prevTickAngles=e._tickAngles),e._tickAngles={},e._depth=null;var w={};if(e.visible){var T,k,A=H.makeTransTickFn(e),M=H.makeTransTickLabelFn(e),S=\"inside\"===e.ticks,E=\"outside\"===e.ticks;if(\"boundaries\"===e.tickson){var L=function(t,e){var r,n=[],i=function(t,e){var r=t.xbnd[e];null!==r&&n.push(s.extendFlat({},t,{x:r}))};if(e.length){for(r=0;r<e.length;r++)i(e[r],0);i(e[r-1],1)}return n}(0,b);k=H.clipEnds(e,L),T=S?k:L}else k=H.clipEnds(e,b),T=S&&\"period\"!==e.ticklabelmode?k:b;var C,P=e._gridVals=k,I=function(t,e){var r,n,i=[],a=e.length&&e[e.length-1].x<e[0].x,o=function(t,e){var r=t.xbnd[e];null!==r&&i.push(s.extendFlat({},t,{x:r}))};if(t.showdividers&&e.length){for(r=0;r<e.length;r++){var l=e[r];l.text2!==n&&o(l,a?1:0),n=l.text2}o(e[r-1],a?0:1)}return i}(e,b);if(!c._hasOnlyLargeSploms){var O=e._subplotsWith,z={};for(n=0;n<O.length;n++){i=O[n];var D=(l=c._plots[i])[m+\"axis\"],R=D._mainAxis._id;if(!z[R]){z[R]=1;var F=\"x\"===d?\"M0,\"+D._offset+\"v\"+D._length:\"M\"+D._offset+\",0h\"+D._length;H.drawGrid(t,e,{vals:P,counterAxis:D,layer:l.gridlayer.select(\".\"+p),minorLayer:l.minorGridlayer.select(\".\"+p),path:F,transFn:A}),H.drawZeroLine(t,e,{counterAxis:D,layer:l.zerolinelayer,path:F,transFn:A})}}}var B=H.getTickSigns(e),N=H.getTickSigns(e,\"minor\");if(e.ticks||e.minor&&e.minor.ticks){var j,q,G,Y,W=H.makeTickPath(e,y,B[2]),X=H.makeTickPath(e,y,N[2],{minor:!0});if(e._anchorAxis&&e.mirror&&!0!==e.mirror?(j=H.makeTickPath(e,x,B[3]),q=H.makeTickPath(e,x,N[3],{minor:!0}),G=W+j,Y=X+q):(j=\"\",q=\"\",G=W,Y=X),e.showdividers&&E&&\"boundaries\"===e.tickson){var Z={};for(n=0;n<I.length;n++)Z[I[n].x]=1;C=function(t){return Z[t.x]?j:G}}else C=function(t){return t.minor?Y:G}}if(H.drawTicks(t,e,{vals:T,layer:v,path:C,transFn:A}),\"allticks\"===e.mirror){var J=Object.keys(e._linepositions||{});for(n=0;n<J.length;n++){i=J[n],l=c._plots[i];var K=e._linepositions[i]||[],Q=K[0],$=K[1],tt=K[2],et=H.makeTickPath(e,Q,tt?B[0]:N[0],{minor:tt})+H.makeTickPath(e,$,tt?B[1]:N[1],{minor:tt});H.drawTicks(t,e,{vals:T,layer:l[d+\"axislayer\"],path:et,transFn:A})}}var rt=[];if(rt.push((function(){return H.drawLabels(t,e,{vals:b,layer:v,plotinfo:l,transFn:M,labelFns:H.makeLabelFns(e,y)})})),\"multicategory\"===e.type){var nt={x:2,y:10}[d];rt.push((function(){var r={x:\"height\",y:\"width\"}[d],n=at()[r]+nt+(e._tickAngles[p+\"tick\"]?e.tickfont.size*U:0);return H.drawLabels(t,e,{vals:vt(e,b),layer:v,cls:p+\"tick2\",repositionOnUpdate:!0,secondary:!0,transFn:A,labelFns:H.makeLabelFns(e,y+n*B[4])})})),rt.push((function(){return e._depth=B[4]*(at(\"tick2\")[e.side]-y),function(t,e,r){var n=e._id+\"divider\",i=r.vals,a=r.layer.selectAll(\"path.\"+n).data(i,xt);a.exit().remove(),a.enter().insert(\"path\",\":first-child\").classed(n,1).classed(\"crisp\",1).call(f.stroke,e.dividercolor).style(\"stroke-width\",h.crispRound(t,e.dividerwidth,1)+\"px\"),a.attr(\"transform\",r.transFn).attr(\"d\",r.path)}(t,e,{vals:I,layer:v,path:H.makeTickPath(e,y,B[4],{len:e._depth}),transFn:A})}))}else e.title.hasOwnProperty(\"standoff\")&&rt.push((function(){e._depth=B[4]*(at()[e.side]-y)}));var it=o.getComponentMethod(\"rangeslider\",\"isVisible\")(e);return rt.push((function(){var r,n,i,s,l=e.side.charAt(0),u=V[e.side].charAt(0),f=H.getPxPosition(t,e),h=E?e.ticklen:0;if((e.automargin||it)&&(\"multicategory\"===e.type?r=at(\"tick2\"):(r=at(),\"x\"===d&&\"b\"===l&&(e._depth=Math.max(r.width>0?r.bottom-f:0,h)))),e.automargin){n={x:0,y:0,r:0,l:0,t:0,b:0};var p=[0,1];if(\"x\"===d){if(\"b\"===l?n[l]=e._depth:(n[l]=e._depth=Math.max(r.width>0?f-r.top:0,h),p.reverse()),r.width>0){var g=r.right-(e._offset+e._length);g>0&&(n.xr=1,n.r=g);var v=e._offset-r.left;v>0&&(n.xl=0,n.l=v)}}else if(\"l\"===l?n[l]=e._depth=Math.max(r.height>0?f-r.left:0,h):(n[l]=e._depth=Math.max(r.height>0?r.right-f:0,h),p.reverse()),r.height>0){var y=r.bottom-(e._offset+e._length);y>0&&(n.yb=0,n.b=y);var x=e._offset-r.top;x>0&&(n.yt=1,n.t=x)}n[m]=\"free\"===e.anchor?e.position:e._anchorAxis.domain[p[0]],e.title.text!==c._dfltTitle[d]&&(n[l]+=bt(e)+(e.title.standoff||0)),e.mirror&&\"free\"!==e.anchor&&((i={x:0,y:0,r:0,l:0,t:0,b:0})[u]=e.linewidth,e.mirror&&!0!==e.mirror&&(i[u]+=h),!0===e.mirror||\"ticks\"===e.mirror?i[m]=e._anchorAxis.domain[p[1]]:\"all\"!==e.mirror&&\"allticks\"!==e.mirror||(i[m]=[e._counterDomainMin,e._counterDomainMax][p[1]]))}it&&(s=o.getComponentMethod(\"rangeslider\",\"autoMarginOpts\")(t,e)),a.autoMargin(t,Tt(e),n),a.autoMargin(t,kt(e),i),a.autoMargin(t,At(e),s)})),r.skipTitle||it&&\"bottom\"===e.side||rt.push((function(){return function(t,e){var r,n=t._fullLayout,i=e._id,a=i.charAt(0),o=e.title.font.size;if(e.title.hasOwnProperty(\"standoff\"))r=e._depth+e.title.standoff+bt(e);else{var s=Pt(e);if(\"multicategory\"===e.type)r=e._depth;else{var l=1.5*o;s&&(l=.5*o,\"outside\"===e.ticks&&(l+=e.ticklen)),r=10+l+(e.linewidth?e.linewidth-1:0)}s||(r+=\"x\"===a?\"top\"===e.side?o*(e.showticklabels?1:0):o*(e.showticklabels?1.5:.5):\"right\"===e.side?o*(e.showticklabels?1:.5):o*(e.showticklabels?.5:0))}var c,f,p,d,m=H.getPxPosition(t,e);\"x\"===a?(f=e._offset+e._length/2,p=\"top\"===e.side?m-r:m+r):(p=e._offset+e._length/2,f=\"right\"===e.side?m+r:m-r,c={rotate:\"-90\",offset:0});if(\"multicategory\"!==e.type){var g=e._selections[e._id+\"tick\"];if(d={selection:g,side:e.side},g&&g.node()&&g.node().parentNode){var v=h.getTranslate(g.node().parentNode);d.offsetLeft=v.x,d.offsetTop=v.y}e.title.hasOwnProperty(\"standoff\")&&(d.pad=0)}return u.draw(t,i+\"title\",{propContainer:e,propName:e._name+\".title.text\",placeholder:n._dfltTitle[a],avoid:d,transform:c,attributes:{x:f,y:p,\"text-anchor\":\"middle\"}})}(t,e)})),s.syncOrAsync(rt)}}function at(t){var r=p+(t||\"tick\");return w[r]||(w[r]=function(t,e){var r,n,i,a;t._selections[e].size()?(r=1/0,n=-1/0,i=1/0,a=-1/0,t._selections[e].each((function(){var t=wt(this),e=h.bBox(t.node().parentNode);r=Math.min(r,e.top),n=Math.max(n,e.bottom),i=Math.min(i,e.left),a=Math.max(a,e.right)}))):(r=0,n=0,i=0,a=0);return{top:r,bottom:n,left:i,right:a,height:n-r,width:a-i}}(e,r)),w[r]}},H.getTickSigns=function(t,e){var r=t._id.charAt(0),n={x:\"top\",y:\"right\"}[r],i=t.side===n?1:-1,a=[-1,1,i,-i];return\"inside\"!==(e?(t.minor||{}).ticks:t.ticks)==(\"x\"===r)&&(a=a.map((function(t){return-t}))),t.side&&a.push({l:-1,t:-1,r:1,b:1}[t.side.charAt(0)]),a},H.makeTransTickFn=function(t){return\"x\"===t._id.charAt(0)?function(e){return l(t._offset+t.l2p(e.x),0)}:function(e){return l(0,t._offset+t.l2p(e.x))}},H.makeTransTickLabelFn=function(t){var e=function(t){var e=t.ticklabelposition||\"\",r=function(t){return-1!==e.indexOf(t)},n=r(\"top\"),i=r(\"left\"),a=r(\"right\"),o=r(\"bottom\"),s=r(\"inside\"),l=o||i||n||a;if(!l&&!s)return[0,0];var c=t.side,u=l?(t.tickwidth||0)/2:0,f=3,h=t.tickfont?t.tickfont.size:12;(o||n)&&(u+=h*j,f+=(t.linewidth||0)/2);(i||a)&&(u+=(t.linewidth||0)/2,f+=3);s&&\"top\"===c&&(f-=h*(1-j));(i||n)&&(u=-u);\"bottom\"!==c&&\"right\"!==c||(f=-f);return[l?u:0,s?f:0]}(t),r=e[0],n=e[1];return\"x\"===t._id.charAt(0)?function(e){return l(r+t._offset+t.l2p(yt(e)),n)}:function(e){return l(n,r+t._offset+t.l2p(yt(e)))}},H.makeTickPath=function(t,e,r,n){n||(n={});var i=n.minor;if(i&&!t.minor)return\"\";var a=void 0!==n.len?n.len:i?t.minor.ticklen:t.ticklen,o=t._id.charAt(0),s=(t.linewidth||1)/2;return\"x\"===o?\"M0,\"+(e+s*r)+\"v\"+a*r:\"M\"+(e+s*r)+\",0h\"+a*r},H.makeLabelFns=function(t,e,r){var n=t.ticklabelposition||\"\",a=function(t){return-1!==n.indexOf(t)},o=a(\"top\"),l=a(\"left\"),c=a(\"right\"),u=a(\"bottom\")||l||o||c,f=a(\"inside\"),h=\"inside\"===n&&\"inside\"===t.ticks||!f&&\"outside\"===t.ticks&&\"boundaries\"!==t.tickson,p=0,d=0,m=h?t.ticklen:0;if(f?m*=-1:u&&(m=0),h&&(p+=m,r)){var g=s.deg2rad(r);p=m*Math.cos(g)+1,d=m*Math.sin(g)}t.showticklabels&&(h||t.showline)&&(p+=.2*t.tickfont.size);var v,y,x,b,_,w={labelStandoff:p+=(t.linewidth||1)/2*(f?-1:1),labelShift:d},T=0,k=t.side,A=t._id.charAt(0),M=t.tickangle;if(\"x\"===A)b=(_=!f&&\"bottom\"===k||f&&\"top\"===k)?1:-1,f&&(b*=-1),v=d*b,y=e+p*b,x=_?1:-.2,90===Math.abs(M)&&(f?x+=N:x=-90===M&&\"bottom\"===k?j:90===M&&\"top\"===k?N:.5,T=N/2*(M/90)),w.xFn=function(t){return t.dx+v+T*t.fontSize},w.yFn=function(t){return t.dy+y+t.fontSize*x},w.anchorFn=function(t,e){if(u){if(l)return\"end\";if(c)return\"start\"}return i(e)&&0!==e&&180!==e?e*b<0!==f?\"end\":\"start\":\"middle\"},w.heightFn=function(e,r,n){return r<-60||r>60?-.5*n:\"top\"===t.side!==f?-n:0};else if(\"y\"===A){if(b=(_=!f&&\"left\"===k||f&&\"right\"===k)?1:-1,f&&(b*=-1),v=p,y=d*b,x=0,f||90!==Math.abs(M)||(x=-90===M&&\"left\"===k||90===M&&\"right\"===k?j:.5),f){var S=i(M)?+M:0;if(0!==S){var E=s.deg2rad(S);T=Math.abs(Math.sin(E))*j*b,x=0}}w.xFn=function(t){return t.dx+e-(v+t.fontSize*x)*b+T*t.fontSize},w.yFn=function(t){return t.dy+y+t.fontSize*N},w.anchorFn=function(t,e){return i(e)&&90===Math.abs(e)?\"middle\":_?\"end\":\"start\"},w.heightFn=function(e,r,n){return\"right\"===t.side&&(r*=-1),r<-30?-n:r<30?-.5*n:0}}return w},H.drawTicks=function(t,e,r){r=r||{};var i=e._id+\"tick\",a=[].concat(e.minor&&e.minor.ticks?r.vals.filter((function(t){return t.minor&&!t.noTick})):[]).concat(e.ticks?r.vals.filter((function(t){return!t.minor&&!t.noTick})):[]),o=r.layer.selectAll(\"path.\"+i).data(a,xt);o.exit().remove(),o.enter().append(\"path\").classed(i,1).classed(\"ticks\",1).classed(\"crisp\",!1!==r.crisp).each((function(t){return f.stroke(n.select(this),t.minor?e.minor.tickcolor:e.tickcolor)})).style(\"stroke-width\",(function(r){return h.crispRound(t,r.minor?e.minor.tickwidth:e.tickwidth,1)+\"px\"})).attr(\"d\",r.path).style(\"display\",null),It(e,[R]),o.attr(\"transform\",r.transFn)},H.drawGrid=function(t,e,r){r=r||{};var i=e._id+\"grid\",a=e.minor&&e.minor.showgrid,o=a?r.vals.filter((function(t){return t.minor})):[],s=e.showgrid?r.vals.filter((function(t){return!t.minor})):[],l=r.counterAxis;if(l&&H.shouldShowZeroLine(t,e,l))for(var c=\"array\"===e.tickmode,u=0;u<s.length;u++){var p=s[u].x;if(c?!p:Math.abs(p)<e.dtick/100){if(s=s.slice(0,u).concat(s.slice(u+1)),!c)break;u--}}e._gw=h.crispRound(t,e.gridwidth,1);for(var d=a?h.crispRound(t,e.minor.gridwidth,1):0,m=r.layer,g=r.minorLayer,v=1;v>=0;v--){var y=v?m:g;if(y){var x=y.selectAll(\"path.\"+i).data(v?s:o,xt);x.exit().remove(),x.enter().append(\"path\").classed(i,1).classed(\"crisp\",!1!==r.crisp),x.attr(\"transform\",r.transFn).attr(\"d\",r.path).each((function(t){return f.stroke(n.select(this),t.minor?e.minor.gridcolor:e.gridcolor||\"#ddd\")})).style(\"stroke-dasharray\",(function(t){return h.dashStyle(t.minor?e.minor.griddash:e.griddash,t.minor?e.minor.gridwidth:e.gridwidth)})).style(\"stroke-width\",(function(t){return(t.minor?d:e._gw)+\"px\"})).style(\"display\",null),\"function\"==typeof r.path&&x.attr(\"d\",r.path)}}It(e,[z,D])},H.drawZeroLine=function(t,e,r){r=r||r;var n=e._id+\"zl\",i=H.shouldShowZeroLine(t,e,r.counterAxis),a=r.layer.selectAll(\"path.\"+n).data(i?[{x:0,id:e._id}]:[]);a.exit().remove(),a.enter().append(\"path\").classed(n,1).classed(\"zl\",1).classed(\"crisp\",!1!==r.crisp).each((function(){r.layer.selectAll(\"path\").sort((function(t,e){return Y(t.id,e.id)}))})),a.attr(\"transform\",r.transFn).attr(\"d\",r.path).call(f.stroke,e.zerolinecolor||f.defaultLine).style(\"stroke-width\",h.crispRound(t,e.zerolinewidth,e._gw||1)+\"px\").style(\"display\",null),It(e,[O])},H.drawLabels=function(t,e,r){r=r||{};var a=t._fullLayout,o=e._id,u=o.charAt(0),f=r.cls||o+\"tick\",p=r.vals.filter((function(t){return t.text})),d=r.labelFns,m=r.secondary?0:e.tickangle,g=(e._prevTickAngles||{})[f],v=r.layer.selectAll(\"g.\"+f).data(e.showticklabels?p:[],xt),y=[];function x(t,a){t.each((function(t){var o=n.select(this),s=o.select(\".text-math-group\"),u=d.anchorFn(t,a),f=r.transFn.call(o.node(),t)+(i(a)&&0!=+a?\" rotate(\"+a+\",\"+d.xFn(t)+\",\"+(d.yFn(t)-t.fontSize/2)+\")\":\"\"),p=c.lineCount(o),m=U*t.fontSize,g=d.heightFn(t,i(a)?+a:0,(p-1)*m);if(g&&(f+=l(0,g)),s.empty()){var v=o.select(\"text\");v.attr({transform:f,\"text-anchor\":u}),v.style(\"opacity\",1),e._adjustTickLabelsOverflow&&e._adjustTickLabelsOverflow()}else{var y=h.bBox(s.node()).width*{end:-.5,start:.5}[u];s.attr(\"transform\",f+l(y,0))}}))}v.enter().append(\"g\").classed(f,1).append(\"text\").attr(\"text-anchor\",\"middle\").each((function(e){var r=n.select(this),i=t._promises.length;r.call(c.positionText,d.xFn(e),d.yFn(e)).call(h.font,e.font,e.fontSize,e.fontColor).text(e.text).call(c.convertToTspans,t),t._promises[i]?y.push(t._promises.pop().then((function(){x(r,m)}))):x(r,m)})),It(e,[F]),v.exit().remove(),r.repositionOnUpdate&&v.each((function(t){n.select(this).select(\"text\").call(c.positionText,d.xFn(t),d.yFn(t))})),e._adjustTickLabelsOverflow=function(){var r=e.ticklabeloverflow;if(r&&\"allow\"!==r){var i=-1!==r.indexOf(\"hide\"),o=\"x\"===e._id.charAt(0),l=0,c=o?t._fullLayout.width:t._fullLayout.height;if(-1!==r.indexOf(\"domain\")){var u=s.simpleMap(e.range,e.r2l);l=e.l2p(u[0])+e._offset,c=e.l2p(u[1])+e._offset}var f=Math.min(l,c),p=Math.max(l,c),d=e.side,m=1/0,g=-1/0;for(var y in v.each((function(t){var 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o=\"tick\"===t.K&&\"text\"===t.L&&\"period\"===e.ticklabelmode,s=a._plots[e._mainSubplot];(t.K===O.K?s.zerolinelayer.selectAll(\".\"+e._id+\"zl\"):t.K===D.K?s.minorGridlayer.selectAll(\".\"+e._id):t.K===z.K?s.gridlayer.selectAll(\".\"+e._id):s[e._id.charAt(0)+\"axislayer\"]).each((function(){var a=n.select(this);t.L&&(a=a.selectAll(t.L)),a.each((function(a){var s=e.l2p(o?yt(a):a.x)+e._offset,l=n.select(this);s<e[\"_visibleLabelMax_\"+r._id]&&s>e[\"_visibleLabelMin_\"+r._id]?l.style(\"display\",\"none\"):\"tick\"!==t.K||i||l.style(\"display\",null)}))}))}))}))},x(v,g+1?g:m);var b=null;e._selections&&(e._selections[f]=v);var _=[function(){return y.length&&Promise.all(y)}];e.automargin&&a._redrawFromAutoMarginCount&&90===g?(b=90,_.push((function(){x(v,g)}))):_.push((function(){if(x(v,m),p.length&&\"x\"===u&&!i(m)&&(\"log\"!==e.type||\"D\"!==String(e.dtick).charAt(0))){b=0;var t,n=0,a=[];if(v.each((function(t){n=Math.max(n,t.fontSize);var 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n=t(\"fast-isnumeric\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=t(\"../../plot_api/plot_template\"),s=t(\"../array_container_defaults\"),l=t(\"./layout_attributes\"),c=t(\"./tick_value_defaults\"),u=t(\"./tick_mark_defaults\"),f=t(\"./tick_label_defaults\"),h=t(\"./prefix_suffix_defaults\"),p=t(\"./category_order_defaults\"),d=t(\"./line_grid_defaults\"),m=t(\"./set_convert\"),g=t(\"./constants\").WEEKDAY_PATTERN,v=t(\"./constants\").HOUR_PATTERN;function y(t,e,r){function i(r,n){return a.coerce(t,e,l.rangebreaks,r,n)}if(i(\"enabled\")){var o=i(\"bounds\");if(o&&o.length>=2){var s,c,u=\"\";if(2===o.length)for(s=0;s<2;s++)if(c=b(o[s])){u=g;break}var f=i(\"pattern\",u);if(f===g)for(s=0;s<2;s++)(c=b(o[s]))&&(e.bounds[s]=o[s]=c-1);if(f)for(s=0;s<2;s++)switch(c=o[s],f){case g:if(!n(c))return void(e.enabled=!1);if((c=+c)!==Math.floor(c)||c<0||c>=7)return void(e.enabled=!1);e.bounds[s]=o[s]=c;break;case v:if(!n(c))return void(e.enabled=!1);if((c=+c)<0||c>24)return 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a=Pt.dragmode,s=t._fullLayout.dragmode;s!==a&&(Pt.dragmode=s),yt(),pt=t._fullLayout._invScaleX,dt=t._fullLayout._invScaleY,ot||(gt?e.shiftKey?\"pan\"===s?s=\"zoom\":y(s)||(s=\"pan\"):e.ctrlKey&&(s=\"pan\"):s=\"pan\"),x(s)?Pt.minDrag=1:Pt.minDrag=void 0,y(s)?(Pt.xaxes=J,Pt.yaxes=K,A(e,r,n,Pt,s)):(Pt.clickFn=Ot,y(a)&&It(),ot||(\"zoom\"===s?(Pt.moveFn=zt,Pt.doneFn=Rt,Pt.minDrag=1,function(e,r,n){var a=bt.getBoundingClientRect();_t=r-a.left,wt=n-a.top,t._fullLayout._calcInverseTransform(t);var s=i.apply3DTransform(t._fullLayout._invTransform)(_t,wt);_t=s[0],wt=s[1],Tt={l:_t,r:_t,w:0,t:wt,b:wt,h:0},kt=t._hmpixcount?t._hmlumcount/t._hmpixcount:o(t._fullLayout.plot_bgcolor).getLuminance(),Mt=!1,St=\"xy\",Ct=!1,Et=N(mt,kt,Q,$,At=\"M0,0H\"+tt+\"V\"+et+\"H0V0\"),Lt=j(mt,Q,$)}(0,r,n)):\"pan\"===s&&(Pt.moveFn=Ut,Pt.doneFn=Gt))),t._fullLayout._redrag=function(){var e=t._dragdata;if(e&&e.element===bt){var r=t._fullLayout.dragmode;y(r)||(yt(),Yt([0,0,tt,et]),Pt.moveFn(e.dx,e.dy))}}},g.init(Pt);var 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r,n,a,o,s=t._fullLayout,c=s._plots,u=s._subplots.cartesian;if(ut&&l.subplotsRegistry.splom.drag(t),ct)for(r=0;r<u.length;r++)if(a=(n=c[u[r]]).xaxis,o=n.yaxis,n._scene){var f=i.simpleMap(a.range,a.r2l),p=i.simpleMap(o.range,o.r2l);n._scene.update({range:[f[0],p[0],f[1],p[1]]})}if((ut||ct)&&(_(t),w(t)),ft){var d=e[2]/I._length,g=e[3]/O._length;for(r=0;r<u.length;r++){a=(n=c[u[r]]).xaxis,o=n.yaxis;var y,x,b,T,k=(st||nt.isSubplotConstrained)&&!a.fixedrange&&V[a._id],A=(lt||nt.isSubplotConstrained)&&!o.fixedrange&&Z[o._id];if(k?(y=d,b=v||nt.isSubplotConstrained?e[0]:Zt(a,y)):nt.xaHash[a._id]?(y=d,b=e[0]*a._length/I._length):nt.yaHash[a._id]?(y=g,b=\"ns\"===at?-e[1]*a._length/O._length:Zt(a,y,{n:\"top\",s:\"bottom\"}[at])):b=Xt(a,y=Wt(a,d,g)),A?(x=g,T=m||nt.isSubplotConstrained?e[1]:Zt(o,x)):nt.yaHash[o._id]?(x=g,T=e[1]*o._length/O._length):nt.xaHash[o._id]?(x=d,T=\"ew\"===it?-e[0]*o._length/I._length:Zt(o,x,{e:\"right\",w:\"left\"}[it])):T=Xt(o,x=Wt(o,d,g)),y||x){y||(y=1),x||(x=1);var M=a._offset-b/y,S=o._offset-T/x;n.clipRect.call(h.setTranslate,b,T).call(h.setScale,y,x),n.plot.call(h.setTranslate,M,S).call(h.setScale,1/y,1/x),y===n.xScaleFactor&&x===n.yScaleFactor||(h.setPointGroupScale(n.zoomScalePts,y,x),h.setTextPointsScale(n.zoomScaleTxt,y,x)),h.hideOutsideRangePoints(n.clipOnAxisFalseTraces,n),n.xScaleFactor=y,n.yScaleFactor=x}}}}function Wt(t,e,r){return t.fixedrange?0:st&&rt.xaHash[t._id]?e:lt&&(rt.isSubplotConstrained?rt.xaHash:rt.yaHash)[t._id]?r:0}function Xt(t,e){return e?(t.range=t._r.slice(),E(t,e),Zt(t,e)):0}function Zt(t,e,r){return t._length*(1-e)*b[r||t.constraintoward||\"middle\"]}return m.length*v.length!=1&&W(bt,(function(e){if(t._context._scrollZoom.cartesian||t._fullLayout._enablescrollzoom){if(It(),t._transitioningWithDuration)return e.preventDefault(),void e.stopPropagation();yt(),clearTimeout(Bt);var r=-e.deltaY;if(isFinite(r)||(r=e.wheelDelta/10),isFinite(r)){var n,a=Math.exp(-Math.min(Math.max(r,-20),20)/200),o=jt.draglayer.select(\".nsewdrag\").node().getBoundingClientRect(),s=(e.clientX-o.left)/o.width,l=(o.bottom-e.clientY)/o.height;if(st){for(v||(s=.5),n=0;n<J.length;n++)c(J[n],s,a);Vt(\"x\"),Ft[2]*=a,Ft[0]+=Ft[2]*s*(1/a-1)}if(lt){for(m||(l=.5),n=0;n<K.length;n++)c(K[n],l,a);Vt(\"y\"),Ft[3]*=a,Ft[1]+=Ft[3]*(1-l)*(1/a-1)}Yt(Ft),Ht(),t.emit(\"plotly_relayouting\",ht),Bt=setTimeout((function(){t._fullLayout&&(Ft=[0,0,tt,et],Gt())}),Nt),e.preventDefault()}else i.log(\"Did not find wheel motion attributes: \",e)}function c(t,e,r){if(!t.fixedrange){var n=i.simpleMap(t.range,t.r2l),a=n[0]+(n[1]-n[0])*e;t.range=n.map((function(e){return t.l2r(a+(e-a)*r)}))}}})),bt},makeDragger:O,makeRectDragger:z,makeZoombox:N,makeCorners:j,updateZoombox:U,xyCorners:G,transitionZoombox:V,removeZoombox:H,showDoubleClickNotifier:q,attachWheelEventHandler:W}},{\"../../components/color\":366,\"../../components/dragelement\":385,\"../../components/dragelement/helpers\":384,\"../../components/drawing\":388,\"../../components/fx\":406,\"../../constants/alignment\":471,\"../../lib\":503,\"../../lib/clear_gl_canvases\":487,\"../../lib/setcursor\":524,\"../../lib/svg_text_utils\":529,\"../../plot_api/subroutines\":544,\"../../registry\":638,\"../plots\":619,\"./axes\":554,\"./axis_ids\":558,\"./constants\":561,\"./scale_zoom\":574,\"./select\":575,\"@plotly/d3\":58,\"has-passive-events\":229,tinycolor2:312}],564:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../components/fx\"),a=t(\"../../components/dragelement\"),o=t(\"../../lib/setcursor\"),s=t(\"./dragbox\").makeDragBox,l=t(\"./constants\").DRAGGERSIZE;r.initInteractions=function(t){var e=t._fullLayout;if(t._context.staticPlot)n.select(t).selectAll(\".drag\").remove();else if(e._has(\"cartesian\")||e._has(\"splom\")){Object.keys(e._plots||{}).sort((function(t,r){if((e._plots[t].mainplot&&!0)===(e._plots[r].mainplot&&!0)){var n=t.split(\"y\"),i=r.split(\"y\");return n[0]===i[0]?Number(n[1]||1)-Number(i[1]||1):Number(n[0]||1)-Number(i[0]||1)}return e._plots[t].mainplot?1:-1})).forEach((function(r){var n=e._plots[r],o=n.xaxis,c=n.yaxis;if(!n.mainplot){var u=s(t,n,o._offset,c._offset,o._length,c._length,\"ns\",\"ew\");u.onmousemove=function(e){t._fullLayout._rehover=function(){t._fullLayout._hoversubplot===r&&t._fullLayout._plots[r]&&i.hover(t,e,r)},i.hover(t,e,r),t._fullLayout._lasthover=u,t._fullLayout._hoversubplot=r},u.onmouseout=function(e){t._dragging||(t._fullLayout._hoversubplot=null,a.unhover(t,e))},t._context.showAxisDragHandles&&(s(t,n,o._offset-l,c._offset-l,l,l,\"n\",\"w\"),s(t,n,o._offset+o._length,c._offset-l,l,l,\"n\",\"e\"),s(t,n,o._offset-l,c._offset+c._length,l,l,\"s\",\"w\"),s(t,n,o._offset+o._length,c._offset+c._length,l,l,\"s\",\"e\"))}if(t._context.showAxisDragHandles){if(r===o._mainSubplot){var f=o._mainLinePosition;\"top\"===o.side&&(f-=l),s(t,n,o._offset+.1*o._length,f,.8*o._length,l,\"\",\"ew\"),s(t,n,o._offset,f,.1*o._length,l,\"\",\"w\"),s(t,n,o._offset+.9*o._length,f,.1*o._length,l,\"\",\"e\")}if(r===c._mainSubplot){var h=c._mainLinePosition;\"right\"!==c.side&&(h-=l),s(t,n,h,c._offset+.1*c._length,l,.8*c._length,\"ns\",\"\"),s(t,n,h,c._offset+.9*c._length,l,.1*c._length,\"s\",\"\"),s(t,n,h,c._offset,l,.1*c._length,\"n\",\"\")}}}));var o=e._hoverlayer.node();o.onmousemove=function(r){r.target=t._fullLayout._lasthover,i.hover(t,r,e._hoversubplot)},o.onclick=function(e){e.target=t._fullLayout._lasthover,i.click(t,e)},o.onmousedown=function(e){t._fullLayout._lasthover.onmousedown(e)},r.updateFx(t)}},r.updateFx=function(t){var e=t._fullLayout,r=\"pan\"===e.dragmode?\"move\":\"crosshair\";o(e._draggers,r)}},{\"../../components/dragelement\":385,\"../../components/fx\":406,\"../../lib/setcursor\":524,\"./constants\":561,\"./dragbox\":563,\"@plotly/d3\":58}],565:[function(t,e,r){\"use strict\";e.exports={clearOutlineControllers:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".outline-controllers\").remove()},clearSelect:function(t){var e=t._fullLayout._zoomlayer;e&&e.selectAll(\".select-outline\").remove(),t._fullLayout._drawing=!1}}},{}],566:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").strTranslate;function i(t,e){switch(t.type){case\"log\":return t.p2d(e);case\"date\":return t.p2r(e,0,t.calendar);default:return t.p2r(e)}}e.exports={p2r:i,r2p:function(t,e){switch(t.type){case\"log\":return t.d2p(e);case\"date\":return t.r2p(e,0,t.calendar);default:return t.r2p(e)}},axValue:function(t){var e=\"y\"===t._id.charAt(0)?1:0;return function(r){return i(t,r[e])}},getTransform:function(t){return n(t.xaxis._offset,t.yaxis._offset)}}},{\"../../lib\":503}],567:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"./axis_ids\");e.exports=function(t){return function(e,r){var o=e[t];if(Array.isArray(o))for(var s=n.subplotsRegistry.cartesian,l=s.idRegex,c=r._subplots,u=c.xaxis,f=c.yaxis,h=c.cartesian,p=r._has(\"cartesian\")||r._has(\"gl2d\"),d=0;d<o.length;d++){var m=o[d];if(i.isPlainObject(m)){var g=a.cleanId(m.xref,\"x\",!1),v=a.cleanId(m.yref,\"y\",!1),y=l.x.test(g),x=l.y.test(v);if(y||x){p||i.pushUnique(r._basePlotModules,s);var b=!1;y&&-1===u.indexOf(g)&&(u.push(g),b=!0),x&&-1===f.indexOf(v)&&(f.push(v),b=!0),b&&y&&x&&h.push(g+v)}}}}}},{\"../../lib\":503,\"../../registry\":638,\"./axis_ids\":558}],568:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../registry\"),a=t(\"../../lib\"),o=t(\"../plots\"),s=t(\"../../components/drawing\"),l=t(\"../get_data\").getModuleCalcData,c=t(\"./axis_ids\"),u=t(\"./constants\"),f=t(\"../../constants/xmlns_namespaces\"),h=a.ensureSingle;function p(t,e,r){return a.ensureSingle(t,e,r,(function(t){t.datum(r)}))}function d(t,e,r,a,o){for(var c,f,h,p=u.traceLayerClasses,d=t._fullLayout,m=d._modules,g=[],v=[],y=0;y<m.length;y++){var x=(c=m[y]).name,b=i.modules[x].categories;if(b.svg){var _=c.layerName||x+\"layer\",w=c.plot;h=(f=l(r,w))[0],r=f[1],h.length&&g.push({i:p.indexOf(_),className:_,plotMethod:w,cdModule:h}),b.zoomScale&&v.push(\".\"+_)}}g.sort((function(t,e){return t.i-e.i}));var T=e.plot.selectAll(\"g.mlayer\").data(g,(function(t){return t.className}));if(T.enter().append(\"g\").attr(\"class\",(function(t){return t.className})).classed(\"mlayer\",!0).classed(\"rangeplot\",e.isRangePlot),T.exit().remove(),T.order(),T.each((function(r){var i=n.select(this),l=r.className;r.plotMethod(t,e,r.cdModule,i,a,o),-1===u.clipOnAxisFalseQuery.indexOf(\".\"+l)&&s.setClipUrl(i,e.layerClipId,t)})),d._has(\"scattergl\")&&(c=i.getModule(\"scattergl\"),h=l(r,c)[0],c.plot(t,e,h)),!t._context.staticPlot&&(e._hasClipOnAxisFalse&&(e.clipOnAxisFalseTraces=e.plot.selectAll(u.clipOnAxisFalseQuery.join(\",\")).selectAll(\".trace\")),v.length)){var k=e.plot.selectAll(v.join(\",\")).selectAll(\".trace\");e.zoomScalePts=k.selectAll(\"path.point\"),e.zoomScaleTxt=k.selectAll(\".textpoint\")}}function m(t,e){var r=e.plotgroup,n=e.id,i=u.layerValue2layerClass[e.xaxis.layer],a=u.layerValue2layerClass[e.yaxis.layer],o=t._fullLayout._hasOnlyLargeSploms;if(e.mainplot){var s=e.mainplotinfo,l=s.plotgroup,f=n+\"-x\",d=n+\"-y\";e.minorGridlayer=s.minorGridlayer,e.gridlayer=s.gridlayer,e.zerolinelayer=s.zerolinelayer,h(s.overlinesBelow,\"path\",f),h(s.overlinesBelow,\"path\",d),h(s.overaxesBelow,\"g\",f),h(s.overaxesBelow,\"g\",d),e.plot=h(s.overplot,\"g\",n),h(s.overlinesAbove,\"path\",f),h(s.overlinesAbove,\"path\",d),h(s.overaxesAbove,\"g\",f),h(s.overaxesAbove,\"g\",d),e.xlines=l.select(\".overlines-\"+i).select(\".\"+f),e.ylines=l.select(\".overlines-\"+a).select(\".\"+d),e.xaxislayer=l.select(\".overaxes-\"+i).select(\".\"+f),e.yaxislayer=l.select(\".overaxes-\"+a).select(\".\"+d)}else 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yt=b(\"rangeslider\",\"handleDefaults\"),xt=b(\"rangeselector\",\"handleDefaults\");for(y=0;y<j.length;y++)q=j[y],W=t[q],X=e[q],yt(t,e,q),\"date\"===X.type&&xt(W,X,e,U,X.calendar),K(\"fixedrange\");for(y=0;y<U.length;y++){q=U[y],W=t[q],X=e[q];var bt=e[m(X.anchor)];K(\"fixedrange\",b(\"rangeslider\",\"isVisible\")(bt))}h.handleDefaults(t,e,{axIds:rt.concat(it).sort(d.idSort),axHasImage:P})}},{\"../../components/color\":366,\"../../components/fx/helpers\":402,\"../../components/fx/hovermode_defaults\":405,\"../../lib\":503,\"../../plot_api/plot_template\":543,\"../../registry\":638,\"../layout_attributes\":610,\"./axis_defaults\":556,\"./axis_ids\":558,\"./constants\":561,\"./constraints\":562,\"./layout_attributes\":569,\"./position_defaults\":572,\"./type_defaults\":582}],571:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../components/color/attributes\"),a=t(\"../../lib\");e.exports=function(t,e,r,o){var s=(o=o||{}).dfltColor;function l(r,n){return a.coerce2(t,e,o.attributes,r,n)}var c=l(\"linecolor\",s),u=l(\"linewidth\");r(\"showline\",o.showLine||!!c||!!u)||(delete e.linecolor,delete e.linewidth);var f=l(\"gridcolor\",n(s,o.bgColor,o.blend||i.lightFraction).toRgbString()),h=l(\"gridwidth\"),p=l(\"griddash\");if(r(\"showgrid\",o.showGrid||!!f||!!h||!!p)||(delete e.gridcolor,delete e.gridwidth,delete e.griddash),o.hasMinor){var d=l(\"minor.gridcolor\",n(e.gridcolor,o.bgColor,67).toRgbString()),m=l(\"minor.gridwidth\",e.gridwidth||1),g=l(\"minor.griddash\",e.griddash||\"solid\");r(\"minor.showgrid\",!!d||!!m||!!g)||(delete e.minor.gridcolor,delete e.minor.gridwidth,delete e.minor.griddash)}if(!o.noZeroLine){var v=l(\"zerolinecolor\",s),y=l(\"zerolinewidth\");r(\"zeroline\",o.showGrid||!!v||!!y)||(delete e.zerolinecolor,delete e.zerolinewidth)}}},{\"../../components/color/attributes\":365,\"../../lib\":503,tinycolor2:312}],572:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\");e.exports=function(t,e,r,a){var o,s,l,c,u=a.counterAxes||[],f=a.overlayableAxes||[],h=a.letter,p=a.grid;p&&(s=p._domains[h][p._axisMap[e._id]],o=p._anchors[e._id],s&&(l=p[h+\"side\"].split(\" \")[0],c=p.domain[h][\"right\"===l||\"top\"===l?1:0])),s=s||[0,1],o=o||(n(t.position)?\"free\":u[0]||\"free\"),l=l||(\"x\"===h?\"bottom\":\"left\"),c=c||0,\"free\"===i.coerce(t,e,{anchor:{valType:\"enumerated\",values:[\"free\"].concat(u),dflt:o}},\"anchor\")&&r(\"position\",c),i.coerce(t,e,{side:{valType:\"enumerated\",values:\"x\"===h?[\"bottom\",\"top\"]:[\"left\",\"right\"],dflt:l}},\"side\");var d=!1;if(f.length&&(d=i.coerce(t,e,{overlaying:{valType:\"enumerated\",values:[!1].concat(f),dflt:!1}},\"overlaying\")),!d){var m=r(\"domain\",s);m[0]>m[1]-1/4096&&(e.domain=s),i.noneOrAll(t.domain,e.domain,s)}return r(\"layer\"),e}},{\"../../lib\":503,\"fast-isnumeric\":190}],573:[function(t,e,r){\"use strict\";var n=t(\"./show_dflt\");e.exports=function(t,e,r,i,a){a||(a={});var o=a.tickSuffixDflt,s=n(t);r(\"tickprefix\")&&r(\"showtickprefix\",s),r(\"ticksuffix\",o)&&r(\"showticksuffix\",s)}},{\"./show_dflt\":577}],574:[function(t,e,r){\"use strict\";var n=t(\"../../constants/alignment\").FROM_BL;e.exports=function(t,e,r){void 0===r&&(r=n[t.constraintoward||\"center\"]);var i=[t.r2l(t.range[0]),t.r2l(t.range[1])],a=i[0]+(i[1]-i[0])*r;t.range=t._input.range=[t.l2r(a+(i[0]-a)*e),t.l2r(a+(i[1]-a)*e)],t.setScale()}},{\"../../constants/alignment\":471}],575:[function(t,e,r){\"use strict\";var n=t(\"polybooljs\"),i=t(\"../../registry\"),a=t(\"../../components/drawing\").dashStyle,o=t(\"../../components/color\"),s=t(\"../../components/fx\"),l=t(\"../../components/fx/helpers\").makeEventData,c=t(\"../../components/dragelement/helpers\"),u=c.freeMode,f=c.rectMode,h=c.drawMode,p=c.openMode,d=c.selectMode,m=t(\"../../components/shapes/draw_newshape/display_outlines\"),g=t(\"../../components/shapes/draw_newshape/helpers\").handleEllipse,v=t(\"../../components/shapes/draw_newshape/newshapes\"),y=t(\"../../lib\"),x=t(\"../../lib/polygon\"),b=t(\"../../lib/throttle\"),_=t(\"./axis_ids\").getFromId,w=t(\"../../lib/clear_gl_canvases\"),T=t(\"../../plot_api/subroutines\").redrawReglTraces,k=t(\"./constants\"),A=k.MINSELECT,M=x.filter,S=x.tester,E=t(\"./handle_outline\").clearSelect,L=t(\"./helpers\"),C=L.p2r,P=L.axValue,I=L.getTransform;function O(t,e,r,n,i,a,o){var s,l,c,u,f,h,d,g,v,y=e._hoverdata,x=e._fullLayout.clickmode.indexOf(\"event\")>-1,b=[];if(function(t){return 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e=[],r=z(t[0])?0:t[0][0][0],n=r,i=z(t[0])?0:t[0][0][1],a=i,o=0;o<t.length;o++)if(z(t[o]))e.push(D(t[o]));else{var s=x.tester(t[o]);s.subtract=t[o].subtract,e.push(s),r=Math.min(r,s.xmin),n=Math.max(n,s.xmax),i=Math.min(i,s.ymin),a=Math.max(a,s.ymax)}return{xmin:r,xmax:n,ymin:i,ymax:a,pts:[],contains:function(t,r,n,i){for(var a=!1,o=0;o<e.length;o++)e[o].contains(t,r,n,i)&&(a=!1===e[o].subtract);return a},isRect:!1,degenerate:!1}}function F(t,e,r){e._fullLayout._drawing=!1;var n=e._fullLayout,i=r.plotinfo,a=r.dragmode,o=n._lastSelectedSubplot&&n._lastSelectedSubplot===i.id,s=(t.shiftKey||t.altKey)&&!(h(a)&&p(a));o&&s&&i.selection&&i.selection.selectionDefs&&!r.selectionDefs?(r.selectionDefs=i.selection.selectionDefs,r.mergedPolygons=i.selection.mergedPolygons):s&&i.selection||B(r),o||(E(e),n._lastSelectedSubplot=i.id)}function B(t){var e=t.dragmode,r=t.plotinfo,n=t.gd;if(n._fullLayout._activeShapeIndex>=0&&n._fullLayout._deactivateShape(n),h(e)){var 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r=this.bounds,n=(e.framewidth||0)/2,i=r[0][0]-n,a=r[0][1]-n,o=r[1][0]-i+n,s=r[1][1]-a+n;h.setRect(this.clipRect,i,a,o,s),this.bgRect.call(h.setRect,i,a,o,s).call(f.fill,e.bgcolor),this.xaxis._offset=i,this.xaxis._length=o,this.yaxis._offset=a,this.yaxis._length=s},S.updateFx=function(t,e){var r=this,i=r.graphDiv,a=r.bgRect,o=t.dragmode,s=t.clickmode;if(!r.isStatic){var u;\"select\"===o?u=function(t,e){(t.range={})[r.id]=[h([e.xmin,e.ymin]),h([e.xmax,e.ymax])]}:\"lasso\"===o&&(u=function(t,e,n){(t.lassoPoints={})[r.id]=n.filtered.map(h)});var f={element:r.bgRect.node(),gd:i,plotinfo:{id:r.id,xaxis:r.xaxis,yaxis:r.yaxis,fillRangeItems:u},xaxes:[r.xaxis],yaxes:[r.yaxis],subplot:r.id,clickFn:function(t){2===t&&x(i)}};\"pan\"===o?(a.node().onmousedown=null,a.call(_(r,e)),a.on(\"dblclick.zoom\",(function(){var t=r.viewInitial,e={};for(var n in 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t=this,e=t.graphDiv,r=e._fullLayout,i=\"clip\"+r._uid+t.id;t.clipDef=r._clips.append(\"clipPath\").attr(\"id\",i),t.clipRect=t.clipDef.append(\"rect\"),t.framework=n.select(t.container).append(\"g\").attr(\"class\",\"geo \"+t.id).call(h.setClipUrl,i,e),t.project=function(e){var r=t.projection(e);return r?[r[0]-t.xaxis._offset,r[1]-t.yaxis._offset]:[null,null]},t.xaxis={_id:\"x\",c2p:function(e){return t.project(e)[0]}},t.yaxis={_id:\"y\",c2p:function(e){return t.project(e)[1]}},t.mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},m.setConvert(t.mockAxis,r)},S.saveViewInitial=function(t){var 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e=t._fullLayout,r=t.calcdata,i=e._subplots.geo,s=0;s<i.length;s++){var l=i[s],c=n(r,o,l),u=e[l]._subplot;u||(u=a({id:l,graphDiv:t,container:e._geolayer.node(),topojsonURL:t._context.topojsonURL,staticPlot:t._context.staticPlot}),e[l]._subplot=u),u.plot(c,e,t._promises)}},updateFx:function(t){for(var e=t._fullLayout,r=e._subplots.geo,n=0;n<r.length;n++){var i=e[r[n]];i._subplot.updateFx(e,i)}},clean:function(t,e,r,n){for(var i=n._subplots.geo||[],a=0;a<i.length;a++){var o=i[a],s=n[o]._subplot;!e[o]&&s&&(s.framework.remove(),s.clipDef.remove())}}}},{\"../../lib\":503,\"../../plots/get_data\":593,\"./geo\":588,\"./layout_attributes\":590,\"./layout_defaults\":591}],590:[function(t,e,r){\"use strict\";var n=t(\"../../components/color/attributes\"),i=t(\"../domain\").attributes,a=t(\"../../components/drawing/attributes\").dash,o=t(\"./constants\"),s=t(\"../../plot_api/edit_types\").overrideAll,l=t(\"../../lib/sort_object_keys\"),c={range:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},showgrid:{valType:\"boolean\",dflt:!1},tick0:{valType:\"number\",dflt:0},dtick:{valType:\"number\"},gridcolor:{valType:\"color\",dflt:n.lightLine},gridwidth:{valType:\"number\",min:0,dflt:1},griddash:a};(e.exports=s({domain:i({name:\"geo\"},{}),fitbounds:{valType:\"enumerated\",values:[!1,\"locations\",\"geojson\"],dflt:!1,editType:\"plot\"},resolution:{valType:\"enumerated\",values:[110,50],dflt:110,coerceNumber:!0},scope:{valType:\"enumerated\",values:l(o.scopeDefaults),dflt:\"world\"},projection:{type:{valType:\"enumerated\",values:l(o.projNames)},rotation:{lon:{valType:\"number\"},lat:{valType:\"number\"},roll:{valType:\"number\"}},tilt:{valType:\"number\",dflt:0},distance:{valType:\"number\",min:1.001,dflt:2},parallels:{valType:\"info_array\",items:[{valType:\"number\"},{valType:\"number\"}]},scale:{valType:\"number\",min:0,dflt:1}},center:{lon:{valType:\"number\"},lat:{valType:\"number\"}},visible:{valType:\"boolean\",dflt:!0},showcoastlines:{valType:\"boolean\"},coastlinecolor:{valType:\"color\",dflt:n.defaultLine},coastlinewidth:{valType:\"number\",min:0,dflt:1},showland:{valType:\"boolean\",dflt:!1},landcolor:{valType:\"color\",dflt:o.landColor},showocean:{valType:\"boolean\",dflt:!1},oceancolor:{valType:\"color\",dflt:o.waterColor},showlakes:{valType:\"boolean\",dflt:!1},lakecolor:{valType:\"color\",dflt:o.waterColor},showrivers:{valType:\"boolean\",dflt:!1},rivercolor:{valType:\"color\",dflt:o.waterColor},riverwidth:{valType:\"number\",min:0,dflt:1},showcountries:{valType:\"boolean\"},countrycolor:{valType:\"color\",dflt:n.defaultLine},countrywidth:{valType:\"number\",min:0,dflt:1},showsubunits:{valType:\"boolean\"},subunitcolor:{valType:\"color\",dflt:n.defaultLine},subunitwidth:{valType:\"number\",min:0,dflt:1},showframe:{valType:\"boolean\"},framecolor:{valType:\"color\",dflt:n.defaultLine},framewidth:{valType:\"number\",min:0,dflt:1},bgcolor:{valType:\"color\",dflt:n.background},lonaxis:c,lataxis:c},\"plot\",\"from-root\")).uirevision={valType:\"any\",editType:\"none\"}},{\"../../components/color/attributes\":365,\"../../components/drawing/attributes\":387,\"../../lib/sort_object_keys\":526,\"../../plot_api/edit_types\":536,\"../domain\":584,\"./constants\":587}],591:[function(t,e,r){\"use 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d=(e=s[h]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[h+p]=!1,this.labels[h+p]=n,this.labelColor[h+p]=i(r.title.font.color),this.labelFont[h+p]=r.title.font.family,this.labelSize[h+p]=r.title.font.size,this.labelPad[h+p]=this.getLabelPad(e,r),this.tickEnable[h+p]=!1,this.tickColor[h+p]=i((r.tickfont||{}).color),this.tickAngle[h+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[h+p]=this.getTickPad(r),this.tickMarkLength[h+p]=0,this.tickMarkWidth[h+p]=r.tickwidth||0,this.tickMarkColor[h+p]=i(r.tickcolor),this.borderLineEnable[h+p]=!1,this.borderLineColor[h+p]=i(r.linecolor),this.borderLineWidth[h+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,a=r.mirror||!1,u=c?-1!==String(a).indexOf(\"all\"):!!a,f=c?\"allticks\"===a:-1!==String(a).indexOf(\"ticks\"),o?this.labelEnable[h]=!0:l&&(this.labelEnable[h+2]=!0),o?this.tickEnable[h]=r.showticklabels:l&&(this.tickEnable[h+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[h]=r.showline),(l||u)&&(this.borderLineEnable[h+2]=r.showline),(o||f)&&(this.tickMarkLength[h]=this.getTickMarkLength(r)),(l||f)&&(this.tickMarkLength[h+2]=this.getTickMarkLength(r)),this.gridLineEnable[h]=r.showgrid,this.gridLineColor[h]=i(r.gridcolor),this.gridLineWidth[h]=r.gridwidth,this.zeroLineEnable[h]=r.zeroline,this.zeroLineColor[h]=i(r.zerolinecolor),this.zeroLineWidth[h]=r.zerolinewidth}},o.hasSharedAxis=function(t){var 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n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"./scene2d\"),a=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:a.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,a=0;a<n.length;a++){var o=n[a],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new i({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl2d||[],a=0;a<i.length;a++){var o=i[a],s=n._plots[o];if(s._scene2d){var c=u(t,\"gl2d\",o);0===c.length&&(s._scene2d.destroy(),delete n._plots[o])}}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var i=e._plots[r[n]]._scene2d,a=i.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":a,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),i.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":407,\"../../constants/xmlns_namespaces\":480,\"../../plot_api/edit_types\":536,\"../cartesian\":568,\"../cartesian/attributes\":552,\"../cartesian/constants\":561,\"../get_data\":593,\"../layout_attributes\":610,\"./scene2d\":597}],597:[function(t,e,r){\"use strict\";var n,i,a=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"../../../stackgl_modules\").gl_plot2d,c=t(\"../../../stackgl_modules\").gl_spikes2d,u=t(\"../../../stackgl_modules\").gl_select_box,f=t(\"webgl-context\"),h=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),m=t(\"../cartesian/constraints\"),g=m.enforce,v=m.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=t(\"../../components/dragelement/helpers\"),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=h(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var A=k.prototype;A.makeFramework=function(){if(this.staticPlot){if(!(i||(n=document.createElement(\"canvas\"),i=f({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=i}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=f({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var a=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(a),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},A.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a);for(var o=0,s=i-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=a[4*(r*o+l)+c];a[4*(r*o+l)+c]=a[4*(r*s+l)+c],a[4*(r*s+l)+c]=u}var f=document.createElement(\"canvas\");f.width=r,f.height=i;var h,p=f.getContext(\"2d\",{willReadFrequently:!0}),d=p.createImageData(r,i);switch(d.data.set(a),p.putImageData(d,0,0),t){case\"jpeg\":h=f.toDataURL(\"image/jpeg\");break;case\"webp\":h=f.toDataURL(\"image/webp\");break;default:h=f.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),h},A.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,i=r.height,a=0|Math.ceil(e*n),o=0|Math.ceil(e*i);return t.width===a&&t.height===o||(t.width=a,t.height=o),t},A.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},A.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},A.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,i={},o=i[e._name+\".range\"]=e.range.slice(),s=i[r._name+\".range\"]=r.range.slice();i[e._name+\".autorange\"]=e.autorange,i[r._name+\".autorange\"]=r.autorange,a.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,i);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,i.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",i)},A.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],i=e[r];if(n.length!==i.length)return!0;for(var a=0;a<n.length;++a)if(n[a].x!==i[a].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},A.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&a.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},A.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},A.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var i=r.width,a=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,i,a];var s={_fullLayout:{_axisConstraintGroups:r._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis,_size:r._size}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,f=this.xaxis.domain,h=this.yaxis.domain;for(o.viewBox=[u.l+f[0]*u.w,u.b+h[0]*u.h,i-u.r-(1-f[1])*u.w,a-u.t-(1-h[1])*u.h],this.mouseContainer.style.width=u.w*(f[1]-f[0])+\"px\",this.mouseContainer.style.height=u.h*(h[1]-h[0])+\"px\",this.mouseContainer.height=u.h*(h[1]-h[0]),this.mouseContainer.style.left=u.l+f[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-h[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();g(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},A.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,i=t.r2l,a=e.r2l;return[i(r[0]),a(n[0]),i(r[1]),a(n[1])]},A.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,i=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[i(t[1]),i(t[3])]},A.updateTraces=function(t,e){var r,n,i,a=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<a.length;r++){var o=a[r],s=this.traces[o];for(n=0;n<t.length;n++)if((i=t[n]).uid===o&&i.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){i=t[r];var l=e[r],c=this.traces[i.uid];c?c.update(i,l):(c=i._module.plot(this,i,l),this.traces[i.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},A.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},A.emitPointAction=function(t,e){for(var r,n=t.trace.uid,i=t.pointIndex,a=0;a<this.fullData.length;a++)this.fullData[a].uid===n&&(r=this.fullData[a]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:i,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,i),this.graphDiv.emit(e,{points:[o]})},A.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,i=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var a,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===i.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var f=i._size,h=this.xaxis.domain,p=this.yaxis.domain,d=(a=t.pick(o/t.pixelRatio+f.l+h[0]*f.w,l/t.pixelRatio-(f.t+(1-p[1])*f.h)))&&a.object._trace.handlePick(a);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),a&&\"skip\"!==a.object._trace.hoverinfo&&i.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var m=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:a.dataCoord}),m.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(a.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(a.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var g=this.fullData[m.trace.index]||{},v=m.pointIndex,y=s.castHoverinfo(g,i,v);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(m.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(m.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(m.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(m.textLabel=void 0),-1===x.indexOf(\"name\")&&(m.name=void 0)}s.loneHover({x:m.screenCoord[0],y:m.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",m.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",m.traceCoord[1]),zLabel:m.traceCoord[2],text:m.textLabel,name:m.name,color:s.castHoverOption(g,v,\"bgcolor\")||m.color,borderColor:s.castHoverOption(g,v,\"bordercolor\"),fontFamily:s.castHoverOption(g,v,\"font.family\"),fontSize:s.castHoverOption(g,v,\"font.size\"),fontColor:s.castHoverOption(g,v,\"font.color\"),nameLength:s.castHoverOption(g,v,\"namelength\"),textAlign:s.castHoverOption(g,v,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}a||this.unhover(),t.draw()}},A.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},A.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../../stackgl_modules\":1124,\"../../components/dragelement/helpers\":384,\"../../components/fx\":406,\"../../lib/show_no_webgl_msg\":525,\"../../plots/cartesian/axes\":554,\"../../registry\":638,\"../cartesian/autorange\":553,\"../cartesian/constants\":561,\"../cartesian/constraints\":562,\"./camera\":594,\"./convert\":595,\"webgl-context\":331}],598:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../components/fx/layout_attributes\"),a=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:i.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,i=0;i<n.length;i++){var s=n[i],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,f=c._scene;f||(f=new a({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=f),f.viewInitial||(f.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),f.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var i=n._subplots.gl3d||[],a=0;a<i.length;a++){var o=i[a];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,i=0;i<r.length;i++){var a=e[r[i]],o=a.domain,s=a._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":407,\"../../constants/xmlns_namespaces\":480,\"../../lib\":503,\"../../plot_api/edit_types\":536,\"../get_data\":593,\"./layout/attributes\":599,\"./layout/defaults\":603,\"./layout/layout_attributes\":604,\"./scene\":608}],599:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],600:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),i=t(\"../../cartesian/layout_attributes\"),a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:i.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:i.color,categoryorder:i.categoryorder,categoryarray:i.categoryarray,title:{text:i.title.text,font:i.title.font},type:a({},i.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autotypenumbers:i.autotypenumbers,autorange:i.autorange,rangemode:i.rangemode,range:a({},i.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:i.tickmode,nticks:i.nticks,tick0:i.tick0,dtick:i.dtick,tickvals:i.tickvals,ticktext:i.ticktext,ticks:i.ticks,mirror:i.mirror,ticklen:i.ticklen,tickwidth:i.tickwidth,tickcolor:i.tickcolor,showticklabels:i.showticklabels,tickfont:i.tickfont,tickangle:i.tickangle,tickprefix:i.tickprefix,showtickprefix:i.showtickprefix,ticksuffix:i.ticksuffix,showticksuffix:i.showticksuffix,showexponent:i.showexponent,exponentformat:i.exponentformat,minexponent:i.minexponent,separatethousands:i.separatethousands,tickformat:i.tickformat,tickformatstops:i.tickformatstops,hoverformat:i.hoverformat,showline:i.showline,linecolor:i.linecolor,linewidth:i.linewidth,showgrid:i.showgrid,gridcolor:a({},i.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:i.gridwidth,zeroline:i.zeroline,zerolinecolor:i.zerolinecolor,zerolinewidth:i.zerolinewidth,_deprecated:{title:i._deprecated.title,titlefont:i._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":366,\"../../../lib/extend\":493,\"../../../plot_api/edit_types\":536,\"../../cartesian/layout_attributes\":569}],601:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,i=t(\"../../../lib\"),a=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,f;function h(t,e){return i.coerce(u,f,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(f=a.newContainer(e,d))._id=d[0]+r.scene,f._name=d,s(u,f,h,r),l(u,f,h,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,noTicklabelstep:!0,noTicklabelposition:!0,noTicklabeloverflow:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),h(\"gridcolor\",n(f.color,r.bgColor,13600/187).toRgbString()),h(\"title.text\",d[0]),f.setScale=i.noop,h(\"showspikes\")&&(h(\"spikesides\"),h(\"spikethickness\"),h(\"spikecolor\",f.color)),h(\"showaxeslabels\"),h(\"showbackground\")&&h(\"backgroundcolor\")}}},{\"../../../lib\":503,\"../../../plot_api/plot_template\":543,\"../../cartesian/axis_defaults\":556,\"../../cartesian/type_defaults\":582,\"./axis_attributes\":600,tinycolor2:312}],602:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=0;r<3;++r){var o=e[a[r]];o.visible?(this.labels[r]=t._meta?i.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":503,\"../../../lib/str2rgbarray\":528}],603:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),i=t(\"../../../components/color\"),a=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData;function u(t,e,r,n){for(var o=r(\"bgcolor\"),l=i.combine(o,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],f=0;f<u.length;f++)r(\"camera.\"+u[f]+\".x\"),r(\"camera.\"+u[f]+\".y\"),r(\"camera.\"+u[f]+\".z\");r(\"camera.projection.type\");var h=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),p=r(\"aspectmode\",h?\"manual\":\"auto\");h||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===p&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var d=c(n.fullData,\"gl3d\",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,autotypenumbersDflt:n.autotypenumbersDflt,fullLayout:n.fullLayout}),a.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var m=n.getDfltFromLayout(\"dragmode\");if(!1!==m&&!m)if(m=\"orbit\",t.camera&&t.camera.up){var g=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(g&&v&&y?y/Math.sqrt(g*g+v*v+y*y)>.999&&(m=\"turntable\"):m=\"turntable\")}else m=\"turntable\";r(\"dragmode\",m),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var i=e._basePlotModules.length>1;o(t,e,r,{type:\"gl3d\",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!i)return n.validate(t[e],l[e])?t[e]:void 0},autotypenumbersDflt:e.autotypenumbers,paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":366,\"../../../lib\":503,\"../../../registry\":638,\"../../get_data\":593,\"../../subplot_defaults\":632,\"./axis_defaults\":601,\"./layout_attributes\":604}],604:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),i=t(\"../../domain\").attributes,a=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:a(s(0,0,1),{}),center:a(s(0,0,0),{}),eye:a(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:i({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":503,\"../../../lib/extend\":493,\"../../domain\":584,\"./axis_attributes\":600}],605:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function a(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}a.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[i[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new a;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":528}],606:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[a[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var f=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var h=u.nticks||i.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/h)}for(var p=n.calcTicks(u,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=f}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],i=new Array(n.length),a=0;a<n.length;++a)i[a]=n[a].x;e[r]=i}return e}(l)};var n=t(\"../../cartesian/axes\"),i=t(\"../../../lib\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":503,\"../../cartesian/axes\":554}],607:[function(t,e,r){\"use strict\";function n(t,e){var r,n,i=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)i[n]+=t[4*r+n]*e[r];return i}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],608:[function(t,e,r){\"use strict\";var n,i,a=t(\"../../../stackgl_modules\").gl_plot3d,o=a.createCamera,s=a.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),f=t(\"../../lib\"),h=f.preserveDrawingBuffer(),p=t(\"../../plots/cartesian/axes\"),d=t(\"../../components/fx\"),m=t(\"../../lib/str2rgbarray\"),g=t(\"../../lib/show_no_webgl_msg\"),v=t(\"./project\"),y=t(\"./layout/convert\"),x=t(\"./layout/spikes\"),b=t(\"./layout/tick_marks\");function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\",r.appendChild(i),this.svgContainer=i,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=y(e,e[this.id]),this.spikeOptions=x(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:h,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(i||(n=document.createElement(\"canvas\"),i=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");t.gl=i,t.canvas=n}return t};var T=!0;w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode||!T||h)e=!1;else{f.warn([\"webgl setup failed possibly due to\",\"false preserveDrawingBuffer config.\",\"The mobile/tablet device may not be detected by is-mobile module.\",\"Enabling preserveDrawingBuffer in second attempt to create webgl scene...\"].join(\" \"));try{h=t.glOptions.preserveDrawingBuffer=!0,this.glplot=s(t)}catch(r){h=t.glOptions.preserveDrawingBuffer=!1,e=!1}}}return T=!1,e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=\"orthographic\"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},i=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas&&(t.glplot.canvas.addEventListener(\"mouseup\",(function(){i(t)})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,a=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*a.x,y:n*a.y,z:n*a.z})}i(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1)),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,i=e.container.getBoundingClientRect();r._fullLayout._calcInverseTransform(r);var a=r._fullLayout._invScaleX,o=r._fullLayout._invScaleY,s=i.width*a,l=i.height*o;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+s+\" \"+l),n.setAttributeNS(null,\"width\",s),n.setAttributeNS(null,\"height\",l),b(e),e.glplot.axes.update(e.axesOptions);for(var c=Object.keys(e.traces),u=null,h=e.glplot.selection,m=0;m<c.length;++m)\"skip\"!==(t=e.traces[c[m]]).data.hoverinfo&&t.handlePick(h)&&(u=t),t.setContourLevels&&t.setContourLevels();function g(t,r,n){var i=e.fullSceneLayout[t+\"axis\"];return\"log\"!==i.type&&(r=i.d2l(r)),p.hoverLabelText(i,r,n)}if(null!==u){var y=v(e.glplot.cameraParams,h.dataCoordinate);t=u.data;var x,_=r._fullData[t.index],w=h.index,T={xLabel:g(\"x\",h.traceCoordinate[0],t.xhoverformat),yLabel:g(\"y\",h.traceCoordinate[1],t.yhoverformat),zLabel:g(\"z\",h.traceCoordinate[2],t.zhoverformat)},k=d.castHoverinfo(_,e.fullLayout,w),A=(k||\"\").split(\"+\"),M=k&&\"all\"===k;_.hovertemplate||M||(-1===A.indexOf(\"x\")&&(T.xLabel=void 0),-1===A.indexOf(\"y\")&&(T.yLabel=void 0),-1===A.indexOf(\"z\")&&(T.zLabel=void 0),-1===A.indexOf(\"text\")&&(h.textLabel=void 0),-1===A.indexOf(\"name\")&&(u.name=void 0));var S=[];\"cone\"===t.type||\"streamtube\"===t.type?(T.uLabel=g(\"x\",h.traceCoordinate[3],t.uhoverformat),(M||-1!==A.indexOf(\"u\"))&&S.push(\"u: \"+T.uLabel),T.vLabel=g(\"y\",h.traceCoordinate[4],t.vhoverformat),(M||-1!==A.indexOf(\"v\"))&&S.push(\"v: \"+T.vLabel),T.wLabel=g(\"z\",h.traceCoordinate[5],t.whoverformat),(M||-1!==A.indexOf(\"w\"))&&S.push(\"w: \"+T.wLabel),T.normLabel=h.traceCoordinate[6].toPrecision(3),(M||-1!==A.indexOf(\"norm\"))&&S.push(\"norm: \"+T.normLabel),\"streamtube\"===t.type&&(T.divergenceLabel=h.traceCoordinate[7].toPrecision(3),(M||-1!==A.indexOf(\"divergence\"))&&S.push(\"divergence: \"+T.divergenceLabel)),h.textLabel&&S.push(h.textLabel),x=S.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(T.valueLabel=p.hoverLabelText(e._mockAxis,e._mockAxis.d2l(h.traceCoordinate[3]),t.valuehoverformat),S.push(\"value: \"+T.valueLabel),h.textLabel&&S.push(h.textLabel),x=S.join(\"<br>\")):x=h.textLabel;var E={x:h.traceCoordinate[0],y:h.traceCoordinate[1],z:h.traceCoordinate[2],data:_._input,fullData:_,curveNumber:_.index,pointNumber:w};d.appendArrayPointValue(E,_,w),t._module.eventData&&(E=_._module.eventData(E,h,_,{},w));var L={points:[E]};if(e.fullSceneLayout.hovermode){var C=[];d.loneHover({trace:_,x:(.5+.5*y[0]/y[3])*s,y:(.5-.5*y[1]/y[3])*l,xLabel:T.xLabel,yLabel:T.yLabel,zLabel:T.zLabel,text:x,name:u.name,color:d.castHoverOption(_,w,\"bgcolor\")||u.color,borderColor:d.castHoverOption(_,w,\"bordercolor\"),fontFamily:d.castHoverOption(_,w,\"font.family\"),fontSize:d.castHoverOption(_,w,\"font.size\"),fontColor:d.castHoverOption(_,w,\"font.color\"),nameLength:d.castHoverOption(_,w,\"namelength\"),textAlign:d.castHoverOption(_,w,\"align\"),hovertemplate:f.castOption(_,w,\"hovertemplate\"),hovertemplateLabels:f.extendFlat({},E,T),eventData:[E]},{container:n,gd:r,inOut_bbox:C}),E.bbox=C[0]}h.buttons&&h.distance<5?r.emit(\"plotly_click\",L):r.emit(\"plotly_hover\",L),this.oldEventData=L}else d.loneUnhover(n),this.oldEventData&&r.emit(\"plotly_unhover\",this.oldEventData),this.oldEventData=void 0;e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):f.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var k=[\"xaxis\",\"yaxis\",\"zaxis\"];function A(t,e,r){for(var n=t.fullSceneLayout,i=0;i<3;i++){var a=k[i],o=a.charAt(0),s=n[a],l=e[o],c=e[o+\"calendar\"],u=e[\"_\"+o+\"length\"];if(f.isArrayOrTypedArray(l))for(var h,p=0;p<(u||l.length);p++)if(f.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)h=s.d2l(l[p][d],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else h=s.d2l(l[p],0,c),!isNaN(h)&&isFinite(h)&&(r[0][i]=Math.min(r[0][i],h),r[1][i]=Math.max(r[1][i],h));else r[0][i]=Math.min(r[0][i],0),r[1][i]=Math.max(r[1][i],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,i,a,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(m(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&A(this,n,f);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],i=0;i<3;i++)for(var a=k[i],o=a.charAt(0),s=r[a],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][i]=Math.min(e[0][i],u),e[1][i]=Math.max(e[1][i],u))}}}(this,f);var h=[1,1,1];for(o=0;o<3;++o)f[1][o]===f[0][o]?h[o]=1:h[o]=1/(f[1][o]-f[0][o]);for(this.dataScale=h,this.convertAnnotations(this),a=0;a<t.length;++a)!0===(n=t[a]).visible&&0!==n._length&&((i=this.traces[n.uid])?i.data.type===n.type?i.update(n):(i.dispose(),i=n._module.plot(this,n),this.traces[n.uid]=i):(i=n._module.plot(this,n),this.traces[n.uid]=i),i.name=n.name);var p=Object.keys(this.traces);t:for(a=0;a<p.length;++a){for(o=0;o<t.length;++o)if(t[o].uid===p[a]&&!0===t[o].visible&&0!==t[o]._length)continue t;(i=this.traces[p[a]]).dispose(),delete this.traces[p[a]]}this.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var d,g=[[0,0,0],[0,0,0]],v=[],y={};for(a=0;a<3;++a){if((l=(s=c[k[a]]).type)in y?(y[l].acc*=h[a],y[l].count+=1):y[l]={acc:h[a],count:1},s.autorange){g[0][a]=1/0,g[1][a]=-1/0;var x=this.glplot.objects,b=this.fullSceneLayout.annotations||[],_=s._name.charAt(0);for(o=0;o<x.length;o++){var w=x[o],T=w.bounds,M=w._trace.data._pad||0;\"ErrorBars\"===w.constructor.name&&s._lowerLogErrorBound?g[0][a]=Math.min(g[0][a],s._lowerLogErrorBound):g[0][a]=Math.min(g[0][a],T[0][a]/h[a]-M),g[1][a]=Math.max(g[1][a],T[1][a]/h[a]+M)}for(o=0;o<b.length;o++){var S=b[o];if(S.visible){var E=s.r2l(S[_]);g[0][a]=Math.min(g[0][a],E),g[1][a]=Math.max(g[1][a],E)}}if(\"rangemode\"in s&&\"tozero\"===s.rangemode&&(g[0][a]=Math.min(g[0][a],0),g[1][a]=Math.max(g[1][a],0)),g[0][a]>g[1][a])g[0][a]=-1,g[1][a]=1;else{var L=g[1][a]-g[0][a];g[0][a]-=L/32,g[1][a]+=L/32}if(\"reversed\"===s.autorange){var C=g[0][a];g[0][a]=g[1][a],g[1][a]=C}}else{var P=s.range;g[0][a]=s.r2l(P[0]),g[1][a]=s.r2l(P[1])}g[0][a]===g[1][a]&&(g[0][a]-=1,g[1][a]+=1),v[a]=g[1][a]-g[0][a],this.glplot.setBounds(a,{min:g[0][a]*h[a],max:g[1][a]*h[a]})}var I=c.aspectmode;if(\"cube\"===I)d=[1,1,1];else if(\"manual\"===I){var O=c.aspectratio;d=[O.x,O.y,O.z]}else{if(\"auto\"!==I&&\"data\"!==I)throw new Error(\"scene.js aspectRatio was not one of the enumerated types\");var z=[1,1,1];for(a=0;a<3;++a){var D=y[l=(s=c[k[a]]).type];z[a]=Math.pow(D.acc,1/D.count)/h[a]}d=\"data\"===I||Math.max.apply(null,z)/Math.min.apply(null,z)<=4?z:[1,1,1]}c.aspectratio.x=u.aspectratio.x=d[0],c.aspectratio.y=u.aspectratio.y=d[1],c.aspectratio.z=u.aspectratio.z=d[2],this.glplot.setAspectratio(c.aspectratio),this.viewInitial.aspectratio||(this.viewInitial.aspectratio={x:c.aspectratio.x,y:c.aspectratio.y,z:c.aspectratio.z}),this.viewInitial.aspectmode||(this.viewInitial.aspectmode=c.aspectmode);var R=c.domain||null,F=e._size||null;if(R&&F){var B=this.container.style;B.position=\"absolute\",B.left=F.l+R.x[0]*F.w+\"px\",B.top=F.t+(1-R.y[1])*F.h+\"px\",B.width=F.w*(R.x[1]-R.x[0])+\"px\",B.height=F.h*(R.y[1]-R.y[0])+\"px\"}this.glplot.redraw()}},w.destroy=function(){this.glplot&&(this.camera.mouseListener.enabled=!1,this.container.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null,this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null)},w.getCamera=function(){var t;return this.camera.view.recalcMatrix(this.camera.view.lastT()),{up:{x:(t=this.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?\"orthographic\":\"perspective\"}}},w.setViewport=function(t){var e,r=t.camera;this.camera.lookAt.apply(this,[[(e=r).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),this.glplot.setAspectratio(t.aspectratio),\"orthographic\"===r.projection.type!==this.camera._ortho&&(this.glplot.redraw(),this.glplot.clearRGBA(),this.glplot.dispose(),this.initializeGLPlot())},w.isCameraChanged=function(t){var e=this.getCamera(),r=f.nestedProperty(t,this.id+\".camera\").get();function n(t,e,r,n){var i=[\"up\",\"center\",\"eye\"],a=[\"x\",\"y\",\"z\"];return e[i[r]]&&t[i[r]][a[n]]===e[i[r]][a[n]]}var i=!1;if(void 0===r)i=!0;else{for(var a=0;a<3;a++)for(var o=0;o<3;o++)if(!n(e,r,a,o)){i=!0;break}(!r.projection||e.projection&&e.projection.type!==r.projection.type)&&(i=!0)}return i},w.isAspectChanged=function(t){var e=this.glplot.getAspectratio(),r=f.nestedProperty(t,this.id+\".aspectratio\").get();return void 0===r||r.x!==e.x||r.y!==e.y||r.z!==e.z},w.saveLayout=function(t){var e,r,n,i,a,o,s=this.fullLayout,l=this.isCameraChanged(t),c=this.isAspectChanged(t),h=l||c;if(h){var p={};if(l&&(e=this.getCamera(),n=(r=f.nestedProperty(t,this.id+\".camera\")).get(),p[this.id+\".camera\"]=n),c&&(i=this.glplot.getAspectratio(),o=(a=f.nestedProperty(t,this.id+\".aspectratio\")).get(),p[this.id+\".aspectratio\"]=o),u.call(\"_storeDirectGUIEdit\",t,s._preGUI,p),l)r.set(e),f.nestedProperty(s,this.id+\".camera\").set(e);if(c)a.set(i),f.nestedProperty(s,this.id+\".aspectratio\").set(i),this.glplot.redraw()}return h},w.updateFx=function(t,e){var r=this.camera;if(r)if(\"orbit\"===t)r.mode=\"orbit\",r.keyBindingMode=\"rotate\";else if(\"turntable\"===t){r.up=[0,0,1],r.mode=\"turntable\",r.keyBindingMode=\"rotate\";var n=this.graphDiv,i=n._fullLayout,a=this.fullSceneLayout.camera,o=a.up.x,s=a.up.y,l=a.up.z;if(l/Math.sqrt(o*o+s*s+l*l)<.999){var c=this.id+\".camera.up\",h={x:0,y:0,z:1},p={};p[c]=h;var d=n.layout;u.call(\"_storeDirectGUIEdit\",d,i._preGUI,p),a.up=h,f.nestedProperty(d,c).set(h)}}else r.keyBindingMode=t;this.fullSceneLayout.hovermode=e},w.toImage=function(t){t||(t=\"png\"),this.staticMode&&this.container.appendChild(n),this.glplot.redraw();var e=this.glplot.gl,r=e.drawingBufferWidth,i=e.drawingBufferHeight;e.bindFramebuffer(e.FRAMEBUFFER,null);var a=new Uint8Array(r*i*4);e.readPixels(0,0,r,i,e.RGBA,e.UNSIGNED_BYTE,a),function(t,e,r){for(var n=0,i=r-1;n<i;++n,--i)for(var a=0;a<e;++a)for(var o=0;o<4;++o){var s=4*(e*n+a)+o,l=4*(e*i+a)+o,c=t[s];t[s]=t[l],t[l]=c}}(a,r,i),function(t,e,r){for(var n=0;n<r;++n)for(var i=0;i<e;++i){var a=4*(e*n+i),o=t[a+3];if(o>0)for(var s=255/o,l=0;l<3;++l)t[a+l]=Math.min(s*t[a+l],255)}}(a,r,i);var o=document.createElement(\"canvas\");o.width=r,o.height=i;var s,l=o.getContext(\"2d\",{willReadFrequently:!0}),c=l.createImageData(r,i);switch(c.data.set(a),l.putImageData(c,0,0),t){case\"jpeg\":s=o.toDataURL(\"image/jpeg\");break;case\"webp\":s=o.toDataURL(\"image/webp\");break;default:s=o.toDataURL(\"image/png\")}return this.staticMode&&this.container.removeChild(n),s},w.setConvert=function(){for(var t=0;t<3;t++){var e=this.fullSceneLayout[k[t]];p.setConvert(e,this.fullLayout),e.setScale=f.noop}},w.make4thDimension=function(){var t=this.graphDiv._fullLayout;this._mockAxis={type:\"linear\",showexponent:\"all\",exponentformat:\"B\"},p.setConvert(this._mockAxis,t)},e.exports=_},{\"../../../stackgl_modules\":1124,\"../../components/fx\":406,\"../../lib\":503,\"../../lib/show_no_webgl_msg\":525,\"../../lib/str2rgbarray\":528,\"../../plots/cartesian/axes\":554,\"../../registry\":638,\"./layout/convert\":602,\"./layout/spikes\":605,\"./layout/tick_marks\":606,\"./project\":607,\"has-passive-events\":229,\"webgl-context\":331}],609:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){n=n||t.length;for(var i=new Array(n),a=0;a<n;a++)i[a]=[t[a],e[a],r[a]];return i}},{}],610:[function(t,e,r){\"use strict\";var n=t(\"./font_attributes\"),i=t(\"./animation_attributes\"),a=t(\"../components/color/attributes\"),o=t(\"../components/shapes/draw_newshape/attributes\"),s=t(\"./pad_attributes\"),l=t(\"../lib/extend\").extendFlat,c=n({editType:\"calc\"});c.family.dflt='\"Open Sans\", verdana, arial, sans-serif',c.size.dflt=12,c.color.dflt=a.defaultLine,e.exports={font:c,title:{text:{valType:\"string\",editType:\"layoutstyle\"},font:n({editType:\"layoutstyle\"}),xref:{valType:\"enumerated\",dflt:\"container\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},yref:{valType:\"enumerated\",dflt:\"container\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},x:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"layoutstyle\"},y:{valType:\"number\",min:0,max:1,dflt:\"auto\",editType:\"layoutstyle\"},xanchor:{valType:\"enumerated\",dflt:\"auto\",values:[\"auto\",\"left\",\"center\",\"right\"],editType:\"layoutstyle\"},yanchor:{valType:\"enumerated\",dflt:\"auto\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],editType:\"layoutstyle\"},pad:l(s({editType:\"layoutstyle\"}),{}),editType:\"layoutstyle\"},uniformtext:{mode:{valType:\"enumerated\",values:[!1,\"hide\",\"show\"],dflt:!1,editType:\"plot\"},minsize:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"},autosize:{valType:\"boolean\",dflt:!1,editType:\"none\"},width:{valType:\"number\",min:10,dflt:700,editType:\"plot\"},height:{valType:\"number\",min:10,dflt:450,editType:\"plot\"},margin:{l:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},r:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},t:{valType:\"number\",min:0,dflt:100,editType:\"plot\"},b:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},autoexpand:{valType:\"boolean\",dflt:!0,editType:\"plot\"},editType:\"plot\"},computed:{valType:\"any\",editType:\"none\"},paper_bgcolor:{valType:\"color\",dflt:a.background,editType:\"plot\"},plot_bgcolor:{valType:\"color\",dflt:a.background,editType:\"layoutstyle\"},autotypenumbers:{valType:\"enumerated\",values:[\"convert types\",\"strict\"],dflt:\"convert types\",editType:\"calc\"},separators:{valType:\"string\",editType:\"plot\"},hidesources:{valType:\"boolean\",dflt:!1,editType:\"plot\"},showlegend:{valType:\"boolean\",editType:\"legend\"},colorway:{valType:\"colorlist\",dflt:a.defaults,editType:\"calc\"},datarevision:{valType:\"any\",editType:\"calc\"},uirevision:{valType:\"any\",editType:\"none\"},editrevision:{valType:\"any\",editType:\"none\"},selectionrevision:{valType:\"any\",editType:\"none\"},template:{valType:\"any\",editType:\"calc\"},newshape:o.newshape,activeshape:o.activeshape,meta:{valType:\"any\",arrayOk:!0,editType:\"plot\"},transition:l({},i.transition,{editType:\"none\"}),_deprecated:{title:{valType:\"string\",editType:\"layoutstyle\"},titlefont:n({editType:\"layoutstyle\"})}}},{\"../components/color/attributes\":365,\"../components/shapes/draw_newshape/attributes\":451,\"../lib/extend\":493,\"./animation_attributes\":548,\"./font_attributes\":585,\"./pad_attributes\":618}],611:[function(t,e,r){\"use strict\";var n=t(\"../../lib/sort_object_keys\"),i='\\xa9 <a target=\"_blank\" href=\"https://www.openstreetmap.org/copyright\">OpenStreetMap</a> contributors',a=['\\xa9 <a target=\"_blank\" href=\"https://carto.com/\">Carto</a>',i].join(\" \"),o=['Map tiles by <a target=\"_blank\" href=\"https://stamen.com\">Stamen Design</a>','under <a target=\"_blank\" href=\"https://creativecommons.org/licenses/by/3.0\">CC BY 3.0</a>',\"|\",'Data by <a target=\"_blank\" href=\"https://openstreetmap.org\">OpenStreetMap</a> contributors','under <a target=\"_blank\" href=\"https://www.openstreetmap.org/copyright\">ODbL</a>'].join(\" \"),s={\"open-street-map\":{id:\"osm\",version:8,sources:{\"plotly-osm-tiles\":{type:\"raster\",attribution:i,tiles:[\"https://a.tile.openstreetmap.org/{z}/{x}/{y}.png\",\"https://b.tile.openstreetmap.org/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-osm-tiles\",type:\"raster\",source:\"plotly-osm-tiles\",minzoom:0,maxzoom:22}]},\"white-bg\":{id:\"white-bg\",version:8,sources:{},layers:[{id:\"white-bg\",type:\"background\",paint:{\"background-color\":\"#FFFFFF\"},minzoom:0,maxzoom:22}]},\"carto-positron\":{id:\"carto-positron\",version:8,sources:{\"plotly-carto-positron\":{type:\"raster\",attribution:a,tiles:[\"https://cartodb-basemaps-c.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-carto-positron\",type:\"raster\",source:\"plotly-carto-positron\",minzoom:0,maxzoom:22}]},\"carto-darkmatter\":{id:\"carto-darkmatter\",version:8,sources:{\"plotly-carto-darkmatter\":{type:\"raster\",attribution:a,tiles:[\"https://cartodb-basemaps-c.global.ssl.fastly.net/dark_all/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-carto-darkmatter\",type:\"raster\",source:\"plotly-carto-darkmatter\",minzoom:0,maxzoom:22}]},\"stamen-terrain\":{id:\"stamen-terrain\",version:8,sources:{\"plotly-stamen-terrain\":{type:\"raster\",attribution:o,tiles:[\"https://stamen-tiles.a.ssl.fastly.net/terrain/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-stamen-terrain\",type:\"raster\",source:\"plotly-stamen-terrain\",minzoom:0,maxzoom:22}]},\"stamen-toner\":{id:\"stamen-toner\",version:8,sources:{\"plotly-stamen-toner\":{type:\"raster\",attribution:o,tiles:[\"https://stamen-tiles.a.ssl.fastly.net/toner/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-stamen-toner\",type:\"raster\",source:\"plotly-stamen-toner\",minzoom:0,maxzoom:22}]},\"stamen-watercolor\":{id:\"stamen-watercolor\",version:8,sources:{\"plotly-stamen-watercolor\":{type:\"raster\",attribution:['Map 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t&&(-1!==p.styleValuesMapbox.indexOf(t)||0===t.indexOf(\"mapbox://\"))}r.name=\"mapbox\",r.attr=\"subplot\",r.idRoot=\"mapbox\",r.idRegex=r.attrRegex=i.counterRegex(\"mapbox\"),r.attributes={subplot:{valType:\"subplotid\",dflt:\"mapbox\",editType:\"calc\"}},r.layoutAttributes=t(\"./layout_attributes\"),r.supplyLayoutDefaults=t(\"./layout_defaults\"),r.plot=function(t){var e=t._fullLayout,r=t.calcdata,a=e._subplots.mapbox;if(n.version!==p.requiredVersion)throw new Error(p.wrongVersionErrorMsg);var o=function(t,e){var r=t._fullLayout;if(\"\"===t._context.mapboxAccessToken)return\"\";for(var n=[],a=[],o=!1,s=!1,l=0;l<e.length;l++){var c=r[e[l]],u=c.accesstoken;d(c.style)&&(u?i.pushUnique(n,u):(d(c._input.style)&&(i.error(\"Uses Mapbox map style, but did not set an access token.\"),o=!0),s=!0)),u&&i.pushUnique(a,u)}if(s){var f=o?p.noAccessTokenErrorMsg:p.missingStyleErrorMsg;throw i.error(f),new Error(f)}return 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m=c.select(s._subplot.div);if(!(null===m.select(\".mapboxgl-ctrl-logo\").node().offsetParent)){var g=e._glimages.append(\"g\");g.attr(\"transform\",a(n.l+n.w*h.x[0]+10,n.t+n.h*(1-h.y[0])-31)),g.append(\"path\").attr(\"d\",p.mapboxLogo.path0).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"}),g.append(\"path\").attr(\"d\",p.mapboxLogo.path1).style(\"opacity\",.35).style(\"enable-background\",\"new\"),g.append(\"path\").attr(\"d\",p.mapboxLogo.path2).style(\"opacity\",.35).style(\"enable-background\",\"new\"),g.append(\"polygon\").attr(\"points\",p.mapboxLogo.polygon).style({opacity:.9,fill:\"#ffffff\",\"enable-background\":\"new\"})}var v=m.select(\".mapboxgl-ctrl-attrib\").text().replace(\"Improve this map\",\"\"),y=e._glimages.append(\"g\"),x=y.append(\"text\");x.text(v).classed(\"static-attribution\",!0).attr({\"font-size\":12,\"font-family\":\"Arial\",color:\"rgba(0, 0, 0, 0.75)\",\"text-anchor\":\"end\",\"data-unformatted\":v});var b=u.bBox(x.node()),_=n.w*(h.x[1]-h.x[0]);if(b.width>_/2){var w=v.split(\"|\").join(\"<br>\");x.text(w).attr(\"data-unformatted\",w).call(f.convertToTspans,t),b=u.bBox(x.node())}x.attr(\"transform\",a(-3,8-b.height)),y.insert(\"rect\",\".static-attribution\").attr({x:-b.width-6,y:-b.height-3,width:b.width+6,height:b.height+3,fill:\"rgba(255, 255, 255, 0.75)\"});var T=1;b.width+6>_&&(T=_/(b.width+6));var k=[n.l+n.w*h.x[1],n.t+n.h*(1-h.y[0])];y.attr(\"transform\",a(k[0],k[1])+o(T))}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.mapbox,n=0;n<r.length;n++){e[r[n]]._subplot.updateFx(e)}}},{\"../../components/drawing\":388,\"../../constants/xmlns_namespaces\":480,\"../../lib\":503,\"../../lib/svg_text_utils\":529,\"../../plots/get_data\":593,\"./constants\":611,\"./layout_attributes\":615,\"./layout_defaults\":616,\"./mapbox\":617,\"@plotly/d3\":58,\"mapbox-gl/dist/mapbox-gl-unminified\":239}],614:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../lib/svg_text_utils\").sanitizeHTML,a=t(\"./convert_text_opts\"),o=t(\"./constants\");function s(t,e){this.subplot=t,this.uid=t.uid+\"-\"+e,this.index=e,this.idSource=\"source-\"+this.uid,this.idLayer=o.layoutLayerPrefix+this.uid,this.sourceType=null,this.source=null,this.layerType=null,this.below=null,this.visible=!1}var l=s.prototype;function c(t){if(!t.visible)return!1;var e=t.source;if(Array.isArray(e)&&e.length>0){for(var r=0;r<e.length;r++)if(\"string\"!=typeof e[r]||0===e[r].length)return!1;return!0}return n.isPlainObject(e)||\"string\"==typeof e&&e.length>0}function u(t){var e={},r={};switch(t.type){case\"circle\":n.extendFlat(r,{\"circle-radius\":t.circle.radius,\"circle-color\":t.color,\"circle-opacity\":t.opacity});break;case\"line\":n.extendFlat(r,{\"line-width\":t.line.width,\"line-color\":t.color,\"line-opacity\":t.opacity,\"line-dasharray\":t.line.dash});break;case\"fill\":n.extendFlat(r,{\"fill-color\":t.color,\"fill-outline-color\":t.fill.outlinecolor,\"fill-opacity\":t.opacity});break;case\"symbol\":var i=t.symbol,o=a(i.textposition,i.iconsize);n.extendFlat(e,{\"icon-image\":i.icon+\"-15\",\"icon-size\":i.iconsize/10,\"text-field\":i.text,\"text-size\":i.textfont.size,\"text-anchor\":o.anchor,\"text-offset\":o.offset,\"symbol-placement\":i.placement}),n.extendFlat(r,{\"icon-color\":t.color,\"text-color\":i.textfont.color,\"text-opacity\":t.opacity});break;case\"raster\":n.extendFlat(r,{\"raster-fade-duration\":0,\"raster-opacity\":t.opacity})}return{layout:e,paint:r}}l.update=function(t){this.visible?this.needsNewImage(t)?this.updateImage(t):this.needsNewSource(t)?(this.removeLayer(),this.updateSource(t),this.updateLayer(t)):this.needsNewLayer(t)?this.updateLayer(t):this.updateStyle(t):(this.updateSource(t),this.updateLayer(t)),this.visible=c(t)},l.needsNewImage=function(t){return this.subplot.map.getSource(this.idSource)&&\"image\"===this.sourceType&&\"image\"===t.sourcetype&&(this.source!==t.source||JSON.stringify(this.coordinates)!==JSON.stringify(t.coordinates))},l.needsNewSource=function(t){return this.sourceType!==t.sourcetype||JSON.stringify(this.source)!==JSON.stringify(t.source)||this.layerType!==t.type},l.needsNewLayer=function(t){return this.layerType!==t.type||this.below!==this.subplot.belowLookup[\"layout-\"+this.index]},l.lookupBelow=function(){return this.subplot.belowLookup[\"layout-\"+this.index]},l.updateImage=function(t){this.subplot.map.getSource(this.idSource).updateImage({url:t.source,coordinates:t.coordinates});var e=this.findFollowingMapboxLayerId(this.lookupBelow());null!==e&&this.subplot.map.moveLayer(this.idLayer,e)},l.updateSource=function(t){var e=this.subplot.map;if(e.getSource(this.idSource)&&e.removeSource(this.idSource),this.sourceType=t.sourcetype,this.source=t.source,c(t)){var r=function(t){var e,r=t.sourcetype,n=t.source,a={type:r};\"geojson\"===r?e=\"data\":\"vector\"===r?e=\"string\"==typeof n?\"url\":\"tiles\":\"raster\"===r?(e=\"tiles\",a.tileSize=256):\"image\"===r&&(e=\"url\",a.coordinates=t.coordinates);a[e]=n,t.sourceattribution&&(a.attribution=i(t.sourceattribution));return a}(t);e.addSource(this.idSource,r)}},l.findFollowingMapboxLayerId=function(t){if(\"traces\"===t)for(var e=this.subplot.getMapLayers(),r=0;r<e.length;r++){var n=e[r].id;if(\"string\"==typeof n&&0===n.indexOf(o.traceLayerPrefix)){t=n;break}}return t},l.updateLayer=function(t){var e=this.subplot,r=u(t),n=this.lookupBelow(),i=this.findFollowingMapboxLayerId(n);this.removeLayer(),c(t)&&e.addLayer({id:this.idLayer,source:this.idSource,\"source-layer\":t.sourcelayer||\"\",type:t.type,minzoom:t.minzoom,maxzoom:t.maxzoom,layout:r.layout,paint:r.paint},i),this.layerType=t.type,this.below=n},l.updateStyle=function(t){if(c(t)){var e=u(t);this.subplot.setOptions(this.idLayer,\"setLayoutProperty\",e.layout),this.subplot.setOptions(this.idLayer,\"setPaintProperty\",e.paint)}},l.removeLayer=function(){var t=this.subplot.map;t.getLayer(this.idLayer)&&t.removeLayer(this.idLayer)},l.dispose=function(){var t=this.subplot.map;t.getLayer(this.idLayer)&&t.removeLayer(this.idLayer),t.getSource(this.idSource)&&t.removeSource(this.idSource)},e.exports=function(t,e,r){var n=new s(t,e);return n.update(r),n}},{\"../../lib\":503,\"../../lib/svg_text_utils\":529,\"./constants\":611,\"./convert_text_opts\":612}],615:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\").defaultLine,a=t(\"../domain\").attributes,o=t(\"../font_attributes\"),s=t(\"../../traces/scatter/attributes\").textposition,l=t(\"../../plot_api/edit_types\").overrideAll,c=t(\"../../plot_api/plot_template\").templatedArray,u=t(\"./constants\"),f=o({});f.family.dflt=\"Open Sans Regular, Arial Unicode MS 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e,r,s=this,c=s.isSmith,u=s.gd,f=s.layers,h=t._zoomlayer,p=S.MINZOOM,d=S.OFFEDGE,m=s.radius,x=s.innerRadius,T=s.cx,k=s.cy,A=s.cxx,M=s.cyy,L=s.sectorInRad,C=s.vangles,P=s.radialAxis,I=E.clampTiny,O=E.findXYatLength,z=E.findEnclosingVertexAngles,D=S.cornerHalfWidth,R=S.cornerLen/2,F=g.makeDragger(f,\"path\",\"maindrag\",!1===t.dragmode?\"none\":\"crosshair\");n.select(F).attr(\"d\",s.pathSubplot()).attr(\"transform\",l(T,k)),F.onmousemove=function(t){y.hover(u,t,s.id),u._fullLayout._lasthover=F,u._fullLayout._hoversubplot=s.id},F.onmouseout=function(t){u._dragging||v.unhover(u,t)};var B,N,j,U,V,H,q,G,Y,W={element:F,gd:u,subplot:s.id,plotinfo:{id:s.id,xaxis:s.xaxis,yaxis:s.yaxis},xaxes:[s.xaxis],yaxes:[s.yaxis]};function X(t,e){return Math.sqrt(t*t+e*e)}function Z(t,e){return X(t-A,e-M)}function J(t,e){return Math.atan2(M-e,t-A)}function K(t,e){return[t*Math.cos(e),t*Math.sin(-e)]}function Q(t,e){if(0===t)return s.pathSector(2*D);var 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O,z,D,B=g.makeRectDragger(u,T,\"crosshair\",-x,-x,y,y),N={element:B,gd:c};!1===t.dragmode&&(N.dragmode=!1),V(n.select(B),m.visible&&h<f,{transform:l(b,_)}),N.prepFn=function(){O=null,z=null,D=null,N.moveFn=j,N.doneFn=H,w(c)},N.clampFn=function(t,e){return Math.sqrt(t*t+e*e)<S.MINDRAG&&(t=0,e=0),[t,e]},v.init(N)}function j(t,e){if(O)O(t,e);else{var n=[t,-e],a=[Math.cos(M),Math.sin(M)],s=Math.abs(o.dot(n,a)/Math.sqrt(o.dot(n,n)));isNaN(s)||(O=s<.5?q:G)}var l={};!function(t){null!==z?t[i.id+\".radialaxis.angle\"]=z:null!==D&&(t[i.id+\".radialaxis.range[\"+r+\"]\"]=D)}(l),c.emit(\"plotly_relayouting\",l)}function H(){null!==z?a.call(\"_guiRelayout\",c,i.id+\".radialaxis.angle\",z):null!==D&&a.call(\"_guiRelayout\",c,i.id+\".radialaxis.range[\"+r+\"]\",D)}function q(t,e){if(0!==r){var n=b+t,a=_+e;z=Math.atan2(d-a,n-p),i.vangles&&(z=U(z,i.vangles)),z=F(z);var o=l(p,d)+s(-z);u[\"radial-axis\"].attr(\"transform\",o),u[\"radial-line\"].select(\"line\").attr(\"transform\",o);var 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e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,i=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",i,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),u.setClipUrl(this.layers.backplot,n,e),u.setClipUrl(this.layers.grids,n,e)},S.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"below traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"below traces\"===t.caxis.layer&&r.push(\"caxis\",\"cline\"),r.push(\"frontplot\"),\"above traces\"===t.aaxis.layer&&r.push(\"aaxis\",\"aline\"),\"above traces\"===t.baxis.layer&&r.push(\"baxis\",\"bline\"),\"above 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r,n,i,a,o,l,p=this,d=t.domain,m=(d.x[0]+d.x[1])/2,g=(d.y[0]+d.y[1])/2,v=d.x[1]-d.x[0],y=d.y[1]-d.y[0],x=v*e.w,b=y*e.h,_=t.sum,w=t.aaxis.min,T=t.baxis.min,k=t.caxis.min;x>E*b?i=(a=b)*E:a=(i=x)/E,o=v*i/x,l=y*a/b,r=e.l+e.w*m-i/2,n=e.t+e.h*(1-g)-a/2,p.x0=r,p.y0=n,p.w=i,p.h=a,p.sum=_,p.xaxis={type:\"linear\",range:[w+2*k-_,_-w-2*T],domain:[m-o/2,m+o/2],_id:\"x\"},f(p.xaxis,p.graphDiv._fullLayout),p.xaxis.setScale(),p.xaxis.isPtWithinRange=function(t){return t.a>=p.aaxis.range[0]&&t.a<=p.aaxis.range[1]&&t.b>=p.baxis.range[1]&&t.b<=p.baxis.range[0]&&t.c>=p.caxis.range[1]&&t.c<=p.caxis.range[0]},p.yaxis={type:\"linear\",range:[w,_-T-k],domain:[g-l/2,g+l/2],_id:\"y\"},f(p.yaxis,p.graphDiv._fullLayout),p.yaxis.setScale(),p.yaxis.isPtWithinRange=function(){return!0};var A=p.yaxis.domain[0],M=p.aaxis=h({},t.aaxis,{range:[w,_-T-k],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[A,A+l*E],anchor:\"free\",position:0,_id:\"y\",_length:i});f(M,p.graphDiv._fullLayout),M.setScale();var 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D=s(r+i/2,n)+\"rotate(-30)\"+s(0,-L._offset);p.layers.caxis.attr(\"transform\",D),p.layers.cgrid.attr(\"transform\",D),p.drawAxes(!0),p.layers.aline.select(\"path\").attr(\"d\",M.showline?\"M\"+r+\",\"+(n+a)+\"l\"+i/2+\",-\"+a:\"M0,0\").call(c.stroke,M.linecolor||\"#000\").style(\"stroke-width\",(M.linewidth||0)+\"px\"),p.layers.bline.select(\"path\").attr(\"d\",S.showline?\"M\"+r+\",\"+(n+a)+\"h\"+i:\"M0,0\").call(c.stroke,S.linecolor||\"#000\").style(\"stroke-width\",(S.linewidth||0)+\"px\"),p.layers.cline.select(\"path\").attr(\"d\",L.showline?\"M\"+(r+i/2)+\",\"+n+\"l\"+i/2+\",\"+a:\"M0,0\").call(c.stroke,L.linecolor||\"#000\").style(\"stroke-width\",(L.linewidth||0)+\"px\"),p.graphDiv._context.staticPlot||p.initInteractions(),u.setClipUrl(p.layers.frontplot,p._hasClipOnAxisFalse?null:p.clipId,p.graphDiv)},S.drawAxes=function(t){var 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L=A.MINZOOM/2+.87,C=\"m-0.87,.5h\"+L+\"v3h-\"+(L+5.2)+\"l\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l2.6,1.5l-\"+L/2+\",\"+.87*L+\"Z\",P=\"m0.87,.5h-\"+L+\"v3h\"+(L+5.2)+\"l-\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l-2.6,1.5l\"+L/2+\",\"+.87*L+\"Z\",I=\"m0,1l\"+L/2+\",\"+.87*L+\"l2.6,-1.5l-\"+(L/2+2.6)+\",-\"+(.87*L+4.5)+\"l-\"+(L/2+2.6)+\",\"+(.87*L+4.5)+\"l2.6,1.5l\"+L/2+\",-\"+.87*L+\"Z\",O=!0;function z(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}S.clearSelect=function(){k(this.dragOptions),T(this.dragOptions.gd)},S.initInteractions=function(){var t,e,r,n,f,h,p,d,v,b,T,k,M=this,S=M.layers.plotbg.select(\"path\").node(),L=M.graphDiv,D=L._fullLayout._zoomlayer;function R(t){var e={};return e[M.id+\".aaxis.min\"]=t.a,e[M.id+\".baxis.min\"]=t.b,e[M.id+\".caxis.min\"]=t.c,e}function F(t,e){var 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r=t/M.xaxis._m,n=e/M.yaxis._m,i=[(p={a:f.a-n,b:f.b+(r+n)/2,c:f.c-(r-n)/2}).a,p.b,p.c].sort(o.sorterAsc),a=i.indexOf(p.a),l=i.indexOf(p.b),c=i.indexOf(p.c);i[0]<0&&(i[1]+i[0]/2<0?(i[2]+=i[0]+i[1],i[0]=i[1]=0):(i[2]+=i[0]/2,i[1]+=i[0]/2,i[0]=0),p={a:i[a],b:i[l],c:i[c]},e=(f.a-p.a)*M.yaxis._m,t=(f.c-p.c-f.b+p.b)*M.xaxis._m);var h=s(M.x0+t,M.y0+e);M.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",h);var d=s(-t,-e);M.clipDefRelative.select(\"path\").attr(\"transform\",d),M.aaxis.range=[p.a,M.sum-p.b-p.c],M.baxis.range=[M.sum-p.a-p.c,p.b],M.caxis.range=[M.sum-p.a-p.b,p.c],M.drawAxes(!1),M._hasClipOnAxisFalse&&M.plotContainer.select(\".scatterlayer\").selectAll(\".trace\").call(u.hideOutsideRangePoints,M),L.emit(\"plotly_relayouting\",R(p))}function 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n=t(\"../../components/colorscale/defaults\"),i=t(\"./label_defaults\");e.exports=function(t,e,r,a,o){var s,l=r(\"contours.coloring\"),c=\"\";\"fill\"===l&&(s=r(\"contours.showlines\")),!1!==s&&(\"lines\"!==l&&(c=r(\"line.color\",\"#000\")),r(\"line.width\",.5),r(\"line.dash\")),\"none\"!==l&&(!0!==t.showlegend&&(e.showlegend=!1),e._dfltShowLegend=!1,n(t,e,a,r,{prefix:\"\",cLetter:\"z\"})),r(\"line.smoothing\"),i(r,a,c,o)}},{\"../../components/colorscale/defaults\":376,\"./label_defaults\":750}],757:[function(t,e,r){\"use strict\";var n=t(\"../heatmap/attributes\"),i=t(\"../contour/attributes\"),a=t(\"../../components/colorscale/attributes\"),o=t(\"../../lib/extend\").extendFlat,s=i.contours;e.exports=o({carpet:{valType:\"string\",editType:\"calc\"},z:n.z,a:n.x,a0:n.x0,da:n.dx,b:n.y,b0:n.y0,db:n.dy,text:n.text,hovertext:n.hovertext,transpose:n.transpose,atype:n.xtype,btype:n.ytype,fillcolor:i.fillcolor,autocontour:i.autocontour,ncontours:i.ncontours,contours:{type:s.type,start:s.start,end:s.end,size:s.size,coloring:{valType:\"enumerated\",values:[\"fill\",\"lines\",\"none\"],dflt:\"fill\",editType:\"calc\"},showlines:s.showlines,showlabels:s.showlabels,labelfont:s.labelfont,labelformat:s.labelformat,operation:s.operation,value:s.value,editType:\"calc\",impliedEdits:{autocontour:!1}},line:{color:i.line.color,width:i.line.width,dash:i.line.dash,smoothing:i.line.smoothing,editType:\"plot\"},transforms:void 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n=t(\"../pie/layout_attributes\").hiddenlabels;e.exports={hiddenlabels:n,funnelareacolorway:{valType:\"colorlist\",editType:\"calc\"},extendfunnelareacolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{\"../pie/layout_attributes\":908}],789:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"funnelareacolorway\",e.colorway),r(\"extendfunnelareacolors\")}},{\"../../lib\":503,\"./layout_attributes\":788}],790:[function(t,e,r){\"use strict\";var 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n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/font_attributes\"),o=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat;e.exports=u({z:{valType:\"data_array\",editType:\"calc\"},x:u({},n.x,{impliedEdits:{xtype:\"array\"}}),x0:u({},n.x0,{impliedEdits:{xtype:\"scaled\"}}),dx:u({},n.dx,{impliedEdits:{xtype:\"scaled\"}}),y:u({},n.y,{impliedEdits:{ytype:\"array\"}}),y0:u({},n.y0,{impliedEdits:{ytype:\"scaled\"}}),dy:u({},n.dy,{impliedEdits:{ytype:\"scaled\"}}),xperiod:u({},n.xperiod,{impliedEdits:{xtype:\"scaled\"}}),yperiod:u({},n.yperiod,{impliedEdits:{ytype:\"scaled\"}}),xperiod0:u({},n.xperiod0,{impliedEdits:{xtype:\"scaled\"}}),yperiod0:u({},n.yperiod0,{impliedEdits:{ytype:\"scaled\"}}),xperiodalignment:u({},n.xperiodalignment,{impliedEdits:{xtype:\"scaled\"}}),yperiodalignment:u({},n.yperiodalignment,{impliedEdits:{ytype:\"scaled\"}}),text:{valType:\"data_array\",editType:\"calc\"},hovertext:{valType:\"data_array\",editType:\"calc\"},transpose:{valType:\"boolean\",dflt:!1,editType:\"calc\"},xtype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},ytype:{valType:\"enumerated\",values:[\"array\",\"scaled\"],editType:\"calc+clearAxisTypes\"},zsmooth:{valType:\"enumerated\",values:[\"fast\",\"best\",!1],dflt:!1,editType:\"calc\"},hoverongaps:{valType:\"boolean\",dflt:!0,editType:\"none\"},connectgaps:{valType:\"boolean\",editType:\"calc\"},xgap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},ygap:{valType:\"number\",dflt:0,min:0,editType:\"plot\"},xhoverformat:o(\"x\"),yhoverformat:o(\"y\"),zhoverformat:o(\"z\",1),hovertemplate:s(),texttemplate:l({arrayOk:!1,editType:\"plot\"},{keys:[\"x\",\"y\",\"z\",\"text\"]}),textfont:a({editType:\"plot\",autoSize:!0,autoColor:!0,colorEditType:\"style\"}),showlegend:u({},i.showlegend,{dflt:!1})},{transforms:void 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W=_.selectAll(\"g.gauge-outline\").data([x]);W.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),W.select(\"path\").call(P).call(T),W.exit().remove()}(t,0,e,{radius:U,innerRadius:V,gauge:Y,layer:W,size:B,gaugeBg:C,gaugeOutline:P,transitionOpts:r,onComplete:g});var X=O.selectAll(\"g.bullet\").data(R?e:[]);X.exit().remove();var Z=O.selectAll(\"g.bulletaxis\").data(R?e:[]);Z.exit().remove(),R&&function(t,e,r,n){var i,a,o,s,c,u=r[0].trace,f=n.gauge,p=n.layer,m=n.gaugeBg,g=n.gaugeOutline,v=n.size,x=u.domain,b=n.transitionOpts,_=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",l(v.l,v.t)),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var A=v.h,M=u.gauge.bar.thickness*A,S=x.x[0],E=x.x[0]+(x.x[1]-x.x[0])*(u._hasNumber||u._hasDelta?1-h.bulletNumberDomainSize:1);(i=k(t,u.gauge.axis))._id=\"xbulletaxis\",i.domain=[S,E],i.setScale(),a=d.calcTicks(i),o=d.makeTransTickFn(i),s=d.getTickSigns(i)[2],c=v.t+v.h,i.visible&&(d.drawTicks(t,i,{vals:\"inside\"===i.ticks?d.clipEnds(i,a):a,layer:p,path:d.makeTickPath(i,c,s),transFn:o}),d.drawLabels(t,i,{vals:a,layer:p,transFn:o,labelFns:d.makeLabelFns(i,c)}));function L(t){t.attr(\"width\",(function(t){return Math.max(0,i.c2p(t.range[1])-i.c2p(t.range[0]))})).attr(\"x\",(function(t){return i.c2p(t.range[0])})).attr(\"y\",(function(t){return.5*(1-t.thickness)*A})).attr(\"height\",(function(t){return t.thickness*A}))}var C=[m].concat(u.gauge.steps),P=f.selectAll(\"g.bg-bullet\").data(C);P.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),P.select(\"rect\").call(L).call(T),P.exit().remove();var 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n=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../surface/attributes\"),s=t(\"../../plots/attributes\"),l=t(\"../../lib/extend\").extendFlat;e.exports=l({x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},i:{valType:\"data_array\",editType:\"calc\"},j:{valType:\"data_array\",editType:\"calc\"},k:{valType:\"data_array\",editType:\"calc\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertemplate:a({editType:\"calc\"}),xhoverformat:i(\"x\"),yhoverformat:i(\"y\"),zhoverformat:i(\"z\"),delaunayaxis:{valType:\"enumerated\",values:[\"x\",\"y\",\"z\"],dflt:\"z\",editType:\"calc\"},alphahull:{valType:\"number\",dflt:-1,editType:\"calc\"},intensity:{valType:\"data_array\",editType:\"calc\"},intensitymode:{valType:\"enumerated\",values:[\"vertex\",\"cell\"],dflt:\"vertex\",editType:\"calc\"},color:{valType:\"color\",editType:\"calc\"},vertexcolor:{valType:\"data_array\",editType:\"calc\"},facecolor:{valType:\"data_array\",editType:\"calc\"},transforms:void 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n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.intensity&&n(t,e,{vals:e.intensity,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":374}],869:[function(t,e,r){\"use strict\";var n=t(\"../../../stackgl_modules\").gl_mesh3d,i=t(\"../../../stackgl_modules\").delaunay_triangulate,a=t(\"../../../stackgl_modules\").alpha_shape,o=t(\"../../../stackgl_modules\").convex_hull,s=t(\"../../lib/gl_format_color\").parseColorScale,l=t(\"../../lib/str2rgbarray\"),c=t(\"../../components/colorscale\").extractOpts,u=t(\"../../plots/gl3d/zip3\");function f(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.color=\"#fff\",this.data=null,this.showContour=!1}var h=f.prototype;function p(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=l(t[n]);return e}function d(t,e,r,n){for(var i=[],a=e.length,o=0;o<a;o++)i[o]=t.d2l(e[o],0,n)*r;return i}function m(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=Math.round(t[n]);return e}function g(t,e){for(var r=t.length,n=0;n<r;n++)if(t[n]<=-.5||t[n]>=e-.5)return!1;return!0}h.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.data._cellCenter?t.traceCoordinate=t.data.dataCoordinate:t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var r=this.data.hovertext||this.data.text;return Array.isArray(r)&&void 0!==r[e]?t.textLabel=r[e]:r&&(t.textLabel=r),!0}},h.update=function(t){var e=this.scene,r=e.fullSceneLayout;this.data=t;var n,f=t.x.length,h=u(d(r.xaxis,t.x,e.dataScale[0],t.xcalendar),d(r.yaxis,t.y,e.dataScale[1],t.ycalendar),d(r.zaxis,t.z,e.dataScale[2],t.zcalendar));if(t.i&&t.j&&t.k){if(t.i.length!==t.j.length||t.j.length!==t.k.length||!g(t.i,f)||!g(t.j,f)||!g(t.k,f))return;n=u(m(t.i),m(t.j),m(t.k))}else n=0===t.alphahull?o(h):t.alphahull>0?a(t.alphahull,h):function(t,e){for(var r=[\"x\",\"y\",\"z\"].indexOf(t),n=[],a=e.length,o=0;o<a;o++)n[o]=[e[o][(r+1)%3],e[o][(r+2)%3]];return i(n)}(t.delaunayaxis,h);var v={positions:h,cells:n,lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:l(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading};if(t.intensity){var y=c(t);this.color=\"#fff\";var x=t.intensitymode;v[x+\"Intensity\"]=t.intensity,v[x+\"IntensityBounds\"]=[y.min,y.max],v.colormap=s(t)}else t.vertexcolor?(this.color=t.vertexcolor[0],v.vertexColors=p(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],v.cellColors=p(t.facecolor)):(this.color=t.color,v.meshColor=l(t.color));this.mesh.update(v)},h.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new 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n=t(\"../../lib\").extendFlat,i=t(\"../scatter/attributes\"),a=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,o=t(\"../../components/drawing/attributes\").dash,s=t(\"../../components/fx/attributes\"),l=t(\"../../constants/delta.js\"),c=l.INCREASING.COLOR,u=l.DECREASING.COLOR,f=i.line;function 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E=S.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);S.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})).attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"perpendicular\"===t.parcatsViewModel.arrangement?\"ns-resize\":\"move\"})),k(E),S.exit().remove(),M.append(\"text\").attr(\"class\",\"catlabel\").attr(\"pointer-events\",\"none\");var z=e._fullLayout.paper_bgcolor;A.select(\"text.catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"alignment-baseline\",\"middle\").style(\"text-shadow\",f.makeTextShadow(z)).style(\"fill\",\"rgb(0, 0, 0)\").attr(\"x\",(function(t){return d(t)?t.width+5:-5})).attr(\"y\",(function(t){return t.height/2})).text((function(t){return t.model.categoryLabel})).each((function(t){c.font(n.select(this),t.parcatsViewModel.categorylabelfont),f.convertToTspans(n.select(this),e)})),M.append(\"text\").attr(\"class\",\"dimlabel\"),A.select(\"text.dimlabel\").attr(\"text-anchor\",\"middle\").attr(\"alignment-baseline\",\"baseline\").attr(\"cursor\",(function(t){return\"fixed\"===t.parcatsViewModel.arrangement?\"default\":\"ew-resize\"})).attr(\"x\",(function(t){return t.width/2})).attr(\"y\",-5).text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){c.font(n.select(this),t.parcatsViewModel.labelfont)})),A.selectAll(\"rect.bandrect\").on(\"mouseover\",L).on(\"mouseout\",C),A.exit().remove(),w.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",P).on(\"drag\",I).on(\"dragend\",O)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),u.exit().remove()}function p(t){return t.key}function d(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function m(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function g(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){s.raiseToTop(this),w(n.select(this));var e=y(t),r=x(t);if(t.parcatsViewModel.graphDiv.emit(\"plotly_hover\",{points:e,event:n.event,constraints:r}),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\")){var i,a,l,c=n.mouse(this)[0],f=t.parcatsViewModel.graphDiv,h=t.parcatsViewModel.trace,p=f._fullLayout,d=p._paperdiv.node().getBoundingClientRect(),m=t.parcatsViewModel.graphDiv.getBoundingClientRect();for(l=0;l<t.leftXs.length-1;l++)if(t.leftXs[l]+t.dimWidths[l]-2<=c&&c<=t.leftXs[l+1]+2){var g=t.parcatsViewModel.dimensions[l],v=t.parcatsViewModel.dimensions[l+1];i=(g.x+g.width+v.x)/2,a=(t.topYs[l]+t.topYs[l+1]+t.height)/2;break}var b=t.parcatsViewModel.x+i,_=t.parcatsViewModel.y+a,T=u.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,A=k/t.parcatsViewModel.model.count,M={countLabel:k,probabilityLabel:A.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",M.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",M.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),L=n.mouse(f)[0];o.loneHover({trace:h,x:b-d.left+m.left,y:_-d.top+m.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:L<b?\"right\":\"left\",hovertemplate:(h.line||{}).hovertemplate,hovertemplateLabels:M,eventData:[{data:h._input,fullData:h,count:k,probability:A}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:f})}}}function v(t){if(!t.parcatsViewModel.dragDimension&&(_(n.select(this)),o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(m),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function y(t){for(var e=[],r=z(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var i=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:i})}return e}function x(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var i=r[n],a=i.categories[t.model.categoryInds[n]];e[i.containerInd]=a.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function b(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=y(t),r=x(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function _(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return u.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function T(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function k(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function A(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function M(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){A(t).each((function(t){Array.prototype.push.apply(l,y(t))}))}));var c={};c[a.dimensionInd]=a.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function S(t,e,r){var i=n.select(t).datum(),a=i.categoryViewModel.model,o=i.parcatsViewModel.graphDiv,s=A(i),l=[];s.each((function(t){Array.prototype.push.apply(l,y(t))}));var c={};c[a.dimensionInd]=a.categoryValue,void 0!==i.rawColor&&(c.color=i.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function E(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=n.select(r.parentNode).select(\"rect.catrect\"),c=l.node().getBoundingClientRect(),u=l.datum(),f=u.parcatsViewModel,h=f.model.dimensions[u.model.dimensionInd],p=f.trace,d=c.top+c.height/2;f.dimensions.length>1&&h.displayInd===f.dimensions.length-1?(i=c.left,a=\"left\"):(i=c.left+c.width,a=\"right\");var m=u.model.count,g=u.model.categoryLabel,v=m/u.parcatsViewModel.model.count,y={countLabel:m,categoryLabel:g,probabilityLabel:v.toFixed(3)},x=[];-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&x.push([\"Count:\",y.countLabel].join(\" \")),-1!==u.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&x.push([\"P(\"+y.categoryLabel+\"):\",y.probabilityLabel].join(\" \"));var b=x.join(\"<br>\");return{trace:p,x:o*(i-e.left),y:s*(d-e.top),text:b,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:p.hovertemplate,hovertemplateLabels:y,eventData:[{data:p._input,fullData:p,count:m,category:g,probability:v}]}}function L(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,i=r._fullLayout,a=i._paperdiv.node().getBoundingClientRect(),l=t.parcatsViewModel.hoveron;if(\"color\"===l?(!function(t){var e=n.select(t).datum(),r=A(e);w(r),r.each((function(){s.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){s.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(this),S(this,\"plotly_hover\",n.event)):(!function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=A(t);w(e),e.each((function(){s.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(this),M(this,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\"))\"category\"===l?e=E(r,a,this):\"color\"===l?e=function(t,e,r){t._fullLayout._calcInverseTransform(t);var i,a,o=t._fullLayout._invScaleX,s=t._fullLayout._invScaleY,l=r.getBoundingClientRect(),c=n.select(r).datum(),f=c.categoryViewModel,h=f.parcatsViewModel,p=h.model.dimensions[f.model.dimensionInd],d=h.trace,m=l.y+l.height/2;h.dimensions.length>1&&p.displayInd===h.dimensions.length-1?(i=l.left,a=\"left\"):(i=l.left+l.width,a=\"right\");var g=f.model.categoryLabel,v=c.parcatsViewModel.model.count,y=0;c.categoryViewModel.bands.forEach((function(t){t.color===c.color&&(y+=t.count)}));var x=f.model.count,b=0;h.pathSelection.each((function(t){t.model.color===c.color&&(b+=t.model.count)}));var _=y/v,w=y/b,T=y/x,k={countLabel:v,categoryLabel:g,probabilityLabel:_.toFixed(3)},A=[];-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&A.push([\"Count:\",k.countLabel].join(\" \")),-1!==f.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(A.push(\"P(color \\u2229 \"+g+\"): \"+k.probabilityLabel),A.push(\"P(\"+g+\" | color): \"+w.toFixed(3)),A.push(\"P(color | \"+g+\"): \"+T.toFixed(3)));var M=A.join(\"<br>\"),S=u.mostReadable(c.color,[\"black\",\"white\"]);return{trace:d,x:o*(i-e.left),y:s*(m-e.top),text:M,color:c.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:S,fontSize:10,idealAlign:a,hovertemplate:d.hovertemplate,hovertemplateLabels:k,eventData:[{data:d._input,fullData:d,category:g,count:v,probability:_,categorycount:x,colorcount:b,bandcolorcount:y}]}}(r,a,this):\"dimension\"===l&&(e=function(t,e,r){var i=[];return n.select(r.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){i.push(E(t,e,this))})),i}(r,a,this)),e&&o.loneHover(e,{container:i._hoverlayer.node(),outerContainer:i._paper.node(),gd:r})}}function C(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(_(e.pathSelection),T(e.dimensionSelection.selectAll(\"g.category\")),k(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),o.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(m),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?S(this,\"plotly_unhover\",n.event):M(this,\"plotly_unhover\",n.event)}}function P(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],i=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=i&&i<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,s.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<i&&i<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,o.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function I(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,i=e+1,a=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=a.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=a.categories,u=c[l-1],f=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==f&&s+o.height>f.y+f.height/2&&(o.model.displayInd=f.model.displayInd,f.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){a.model.dragX=n.event.x;var h=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[i];void 0!==h&&a.model.dragX<h.x+h.width&&(a.model.displayInd=h.model.displayInd,h.model.displayInd=e),void 0!==p&&a.model.dragX+a.width>p.x&&(a.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=a.model.displayInd}j(t.parcatsViewModel),N(t.parcatsViewModel),R(t.parcatsViewModel),D(t.parcatsViewModel)}}function O(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=z(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var i=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+i+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),f=c.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[f],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?S(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,j(t.parcatsViewModel),N(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){R(t.parcatsViewModel,!0),D(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function z(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function D(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),p),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function R(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),p);var i=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),p);r(t.dimensionSelection).attr(\"transform\",(function(t){return l(t.x,0)})),r(i).attr(\"transform\",(function(t){return l(0,t.y)})),i.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),i.select(\".catlabel\").attr(\"text-anchor\",(function(t){return d(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return d(t)?t.width+5:-5})).each((function(t){var e,r;d(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var a=i.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),p),o=a.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);a.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),k(o),a.each((function(){s.raiseToTop(this)})),a.exit().remove()}function F(t,e,r){var n,i=r[0],a=e.margin||{l:80,r:80,t:100,b:80},o=i.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),f=Math.floor(c*(s.y[1]-s.y[0])),h=s.x[0]*l+a.l,p=e.height-s.y[1]*e.height+a.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var m={trace:o,key:o.uid,model:i,x:h,y:p,width:u,height:f,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:a,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return i.dimensions&&(j(m),N(m)),m}function B(t,e,r,n,a){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=i(r[s]+t[s],t[s+1]),l.push(o(a)),c.push(o(1-a));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+n+\" \",u+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)u+=\"C\"+c[s]+\",\"+(e[s+1]+n)+\" \"+l[s]+\",\"+(e[s]+n)+\" \"+(t[s]+r[s])+\",\"+(e[s]+n),u+=\"l-\"+r[s]+\",0 \";return u+=\"Z\"}function N(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),i=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),a=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function f(t){var e=t.categoryInds.map((function(t,e){return i[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=f(e),i=f(r);return\"backward\"===t.sortpaths&&(n.reverse(),i.reverse()),n.push(e.valueInds[0]),i.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),i.unshift(r.rawColor)),n<i?-1:n>i?1:0}));for(var h=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),m=0;m<c.length;m++){var g,v=c[m];g=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var 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n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":503}],896:[function(t,e,r){\"use strict\";var n=t(\"./base_index\");n.plot=t(\"./plot\"),e.exports=n},{\"./base_index\":890,\"./plot\":900}],897:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 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);\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(maskTexture,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 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I(t){r=t.model,n=t.viewModel,l=n.dimensions.slice(),g=l[0]?l[0].values.length:0;var e=r.lines,i=w?e.color.map((function(t,r){return r/e.color.length})):e.color,a=function(t,e,r){for(var n,i=new Array(t*(o+4)),a=0,s=0;s<t;s++){for(var l=0;l<o;l++)i[a++]=l<e.length?e[l].paddedUnitValues[s]:.5;i[a++]=d(s,2),i[a++]=d(s,1),i[a++]=d(s,0),i[a++]=(n=r[s],Math.max(1e-6,Math.min(.999999,n)))}return i}(g,l,i);!function(t,e,r){for(var n=0;n<=o;n+=4)t[v(n)](m(n/4,e,r))}(E,g,a),_||w||(L=T.texture(s.extendFlat({data:p(r.unitToColor,255)},u)))}return{render:function(t,e,n){var i,a,o,s=t.length,c=1/0,u=-1/0;for(i=0;i<s;i++)t[i].dim0.canvasX<c&&(c=t[i].dim0.canvasX,a=i),t[i].dim1.canvasX>u&&(u=t[i].dim1.canvasX,o=i);0===s&&f(T,0,0,r.canvasWidth,r.canvasHeight);var p=function(t){var e,r,n,i=[[],[]];for(n=0;n<64;n++){var a=!t&&n<l.length?l[n].brush.filter.getBounds():[-1/0,1/0];i[0][n]=a[0],i[1][n]=a[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<l.length;e++){var 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i=new Uint8Array(4*r*n);return T.read({x:t,y:e,width:r,height:n,data:i}),i},destroy:function(){for(var e in t.style[\"pointer-events\"]=\"none\",L.destroy(),b&&b.destroy(),E)E[e].destroy()},update:I}}},{\"../../lib\":503,\"./constants\":893,glslify:227}],898:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){var i,a;for(n||(n=1/0),i=0;i<e.length;i++)(a=e[i]).visible&&(n=Math.min(n,a[r].length));for(n===1/0&&(n=0),t._length=n,i=0;i<e.length;i++)(a=e[i]).visible&&(a._length=n);return n}},{}],899:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../lib\"),a=i.numberFormat,o=t(\"color-rgba\"),s=t(\"../../plots/cartesian/axes\"),l=i.strRotate,c=i.strTranslate,u=t(\"../../lib/svg_text_utils\"),f=t(\"../../components/drawing\"),h=t(\"../../components/colorscale\"),p=t(\"../../lib/gup\"),d=p.keyFun,m=p.repeat,g=p.unwrap,v=t(\"./helpers\"),y=t(\"./constants\"),x=t(\"./axisbrush\"),b=t(\"./lines\");function _(t,e,r){return i.aggNums(t,null,e,r)}function w(t,e){return k(_(Math.min,t,e),_(Math.max,t,e))}function T(t){var e=t.range;return e?k(e[0],e[1]):w(t.values,t._length)}function k(t,e){return!isNaN(t)&&isFinite(t)||(t=0),!isNaN(e)&&isFinite(e)||(e=0),t===e&&(0===t?(t-=1,e+=1):(t*=.9,e*=1.1)),[t,e]}function A(t,e,r,i,o){var s,l,c=T(r);return i?n.scale.ordinal().domain(i.map((s=a(r.tickformat),l=o,l?function(t,e){var r=l[e];return null==r?s(t):r}:s))).range(i.map((function(r){var n=(r-c[0])/(c[1]-c[0]);return t-e+n*(2*e-t)}))):n.scale.linear().domain(c).range([t-e,e])}function M(t){if(t.tickvals){var e=T(t);return n.scale.ordinal().domain(t.tickvals).range(t.tickvals.map((function(t){return(t-e[0])/(e[1]-e[0])})))}}function S(t){var e=t.map((function(t){return t[0]})),r=t.map((function(t){var e=o(t[1]);return n.rgb(\"rgb(\"+e[0]+\",\"+e[1]+\",\"+e[2]+\")\")})),i=\"rgb\".split(\"\").map((function(t){return n.scale.linear().clamp(!0).domain(e).range(r.map((i=t,function(t){return t[i]})));var i}));return function(t){return i.map((function(e){return 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n=t(\"../../plots/attributes\"),i=t(\"../../plots/domain\").attributes,a=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=a({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top 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r,i,a=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],f=e.values,h=e._length,p=e._hasValues&&h;if(e.dlabel)for(c=new Array(h),r=0;r<h;r++)c[r]=String(e.label0+r*e.dlabel);var d={},m=s(o[\"_\"+e.type+\"colormap\"]),g=0,v=!1;for(r=0;r<h;r++){var y,x,b;if(p){if(y=f[r],!n(y))continue;y=+y}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=a.length,(b=-1!==l.indexOf(x))||(g+=y),a.push({v:y,label:x,color:m(u[r],x),i:r,pts:[r],hidden:b})):(v=!0,(i=a[_]).v+=y,i.pts.push(r),i.hidden||(g+=y),!1===i.color&&u[r]&&(i.color=m(u[r],x)))}return a=a.filter((function(t){return t.v>=0})),(\"funnelarea\"===e.type?v:e.sort)&&a.sort((function(t,e){return e.v-t.v})),a[0]&&(a[0].vTotal=g),a},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,i=t.calcdata,a=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(a=l(a,o));for(var c=0,u=0;u<i.length;u++){var f=i[u];if(f[0].trace.type===r)for(var h=0;h<f.length;h++){var p=f[h];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=a[c%a.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":366,\"fast-isnumeric\":190,tinycolor2:312}],904:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),a=i.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,a?e.length:1/0);if(isFinite(o)||(o=0),o&&a){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:a,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return i.coerce(t,e,a,r,n)}var u=l(c(\"labels\"),c(\"values\")),f=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),f){e._length=f,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var h,p=c(\"text\"),d=c(\"texttemplate\");if(d||(h=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||h&&\"none\"!==h){var m=c(\"textposition\");s(t,e,n,c,m,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(m)||\"auto\"===m||\"outside\"===m)&&c(\"automargin\"),(\"inside\"===m||\"auto\"===m||Array.isArray(m))&&c(\"insidetextorientation\")}o(e,n,c);var g=c(\"hole\");if(c(\"title.text\")){var v=c(\"title.position\",g?\"middle center\":\"top center\");g||\"middle center\"!==v||(e.title.position=\"top center\"),i.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":503,\"../../plots/domain\":584,\"../bar/defaults\":652,\"./attributes\":901,\"fast-isnumeric\":190}],905:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,bbox:t.bbox,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":402}],906:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");function i(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}r.formatPiePercent=function(t,e){var r=i((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=i(t.toPrecision(10));return n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0},r.getRotationAngle=function(t){return(\"auto\"===t?0:t)*Math.PI/180}},{\"../../lib\":503}],907:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":901,\"./base_plot\":902,\"./calc\":903,\"./defaults\":904,\"./layout_attributes\":908,\"./layout_defaults\":909,\"./plot\":910,\"./style\":911,\"./style_one\":912}],908:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],909:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,a){return n.coerce(t,e,i,r,a)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":503,\"./layout_attributes\":908}],910:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../plots/plots\"),a=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=l.strScale,u=l.strTranslate,f=t(\"../../lib/svg_text_utils\"),h=t(\"../bar/uniform_text\"),p=h.recordMinTextSize,d=h.clearMinTextSize,m=t(\"../bar/constants\").TEXTPAD,g=t(\"./helpers\"),v=t(\"./event_data\"),y=t(\"../../lib\").isValidTextValue;function x(t,e,r){var i=r[0],o=i.cx,s=i.cy,c=i.trace,u=\"funnelarea\"===c.type;\"_hasHoverLabel\"in c||(c._hasHoverLabel=!1),\"_hasHoverEvent\"in c||(c._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,f=e._fullData[c.index];if(!e._dragging&&!1!==r.hovermode){var h=f.hoverinfo;if(Array.isArray(h)&&(h=a.castHoverinfo({hoverinfo:[g.castOption(h,t.pts)],_module:c._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),f.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var p=t.rInscribed||0,d=o+t.pxmid[0]*(1-p),m=s+t.pxmid[1]*(1-p),y=r.separators,x=[];if(h&&-1!==h.indexOf(\"label\")&&x.push(t.label),t.text=g.castOption(f.hovertext||f.text,t.pts),h&&-1!==h.indexOf(\"text\")){var b=t.text;l.isValidTextValue(b)&&x.push(b)}t.value=t.v,t.valueLabel=g.formatPieValue(t.v,y),h&&-1!==h.indexOf(\"value\")&&x.push(t.valueLabel),t.percent=t.v/i.vTotal,t.percentLabel=g.formatPiePercent(t.percent,y),h&&-1!==h.indexOf(\"percent\")&&x.push(t.percentLabel);var _=f.hoverlabel,w=_.font,T=[];a.loneHover({trace:c,x0:d-p*i.r,x1:d+p*i.r,y:m,_x0:u?o+t.TL[0]:d-p*i.r,_x1:u?o+t.TR[0]:d+p*i.r,_y0:u?s+t.TL[1]:m-p*i.r,_y1:u?s+t.BL[1]:m+p*i.r,text:x.join(\"<br>\"),name:f.hovertemplate||-1!==h.indexOf(\"name\")?f.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:g.castOption(_.bgcolor,t.pts)||t.color,borderColor:g.castOption(_.bordercolor,t.pts),fontFamily:g.castOption(w.family,t.pts),fontSize:g.castOption(w.size,t.pts),fontColor:g.castOption(w.color,t.pts),nameLength:g.castOption(_.namelength,t.pts),textAlign:g.castOption(_.align,t.pts),hovertemplate:g.castOption(f.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[v(t,f)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e,inOut_bbox:T}),t.bbox=T[0],c._hasHoverLabel=!0}c._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[v(t,f)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,i=e._fullData[c.index],o=n.select(this).datum();c._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[v(o,i)],event:n.event}),c._hasHoverEvent=!1),c._hasHoverLabel&&(a.loneUnhover(r._hoverlayer.node()),c._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,i=e._fullData[c.index];e._dragging||!1===r.hovermode||(e._hoverdata=[v(t,i)],a.click(e,n.event))}))}function b(t,e,r){var n=g.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=g.castOption(t._input.textfont.color,e.pts));var i=g.castOption(t.insidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.insidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:i,size:a}}function _(t,e){for(var r,n,i=0;i<t.length;i++)if((n=(r=t[i][0]).trace).title.text){var a=n.title.text;n._meta&&(a=l.templateString(a,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(a).call(s.font,n.title.font).call(f.convertToTspans,e),c=s.bBox(o.node(),!0);r.titleBox={width:c.width,height:c.height},o.remove()}}function w(t,e,r){var n=r.r||e.rpx1,i=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-i,scale:0,rotate:0,textPosAngle:0};var a,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,f=\"horizontal\"===u,h=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,m=[];if(!d){var g,v=function(r,i){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(a=\"tan\"===i?k(t,n,o,c,0):T(t,n,o,c,Math.PI/2)).textPosAngle=r,m.push(a)}};if(f||h){for(g=4;g>=-4;g-=2)v(Math.PI*g,\"tan\");for(g=4;g>=-4;g-=2)v(Math.PI*(g+1),\"tan\")}if(f||p){for(g=4;g>=-4;g-=2)v(Math.PI*(g+1.5),\"rad\");for(g=4;g>=-4;g-=2)v(Math.PI*(g+.5),\"rad\")}}if(s||d||f){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((a={scale:i*n*2/y,rCenter:1-i,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,a.scale>=1)return a;m.push(a)}(d||p)&&((a=T(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a)),(d||h)&&((a=k(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,m.push(a));for(var x=0,b=0,_=0;_<m.length;_++){var w=m[_].scale;if(b<w&&(b=w,x=_),!d&&b>=1)break}return m[x]}function T(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.width/t.height,o=S(a,n,e,r);return{scale:2*o/t.height,rCenter:A(a,o/e),rotate:M(i)}}function k(t,e,r,n,i){e=Math.max(0,e-2*m);var a=t.height/t.width,o=S(a,n,e,r);return{scale:2*o/t.width,rCenter:A(a,o/e),rotate:M(i+Math.PI/2)}}function A(t,e){return Math.cos(e)-t*e}function M(t){return(180/Math.PI*t+720)%180-90}function S(t,e,r,n){var i=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(i*i+.5)+i),n/(Math.sqrt(t*t+n/2)+t))}function E(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function L(t,e){var r=e.pxmid[0],n=e.pxmid[1],i=t.width/2,a=t.height/2;return r<0&&(i*=-1),n<0&&(a*=-1),{scale:1,rCenter:1,rotate:0,x:i+Math.abs(a)*(i>0?1:-1)/2,y:a/(1+r*r/(n*n)),outside:!0}}function C(t,e){var r,n,i,a=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=a.title.font.size,i=I(a),-1!==a.title.position.indexOf(\"top\")?(o.y-=(1+i)*t.r,s.ty-=t.titleBox.height):-1!==a.title.position.indexOf(\"bottom\")&&(o.y+=(1+i)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),f=e.w*(a.domain.x[1]-a.domain.x[0])/2;return-1!==a.title.position.indexOf(\"left\")?(f+=u,o.x-=(1+i)*u,s.tx+=t.titleBox.width/2):-1!==a.title.position.indexOf(\"center\")?f*=2:-1!==a.title.position.indexOf(\"right\")&&(f+=u,o.x+=(1+i)*u,s.tx-=t.titleBox.width/2),r=f/t.titleBox.width,n=P(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function P(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function I(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function O(t,e){for(var r=[],n=0;n<t.length;n++){var i=t[n][0],a=i.trace,o=a.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);a.title.text&&\"middle center\"!==a.title.position&&(l-=P(i,e));var c=s/2,u=l/2;\"funnelarea\"!==a.type||a.scalegroup||(u/=a.aspectratio),i.r=Math.min(c,u)/(1+I(a)),i.cx=e.l+e.w*(a.domain.x[1]+a.domain.x[0])/2,i.cy=e.t+e.h*(1-a.domain.y[0])-l/2,a.title.text&&-1!==a.title.position.indexOf(\"bottom\")&&(i.cy-=P(i,e)),a.scalegroup&&-1===r.indexOf(a.scalegroup)&&r.push(a.scalegroup)}!function(t,e){for(var r,n,i,a=0;a<e.length;a++){var o=1/0,s=e[a];for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var l;if(\"pie\"===i.type)l=r.r*r.r;else if(\"funnelarea\"===i.type){var c,u;i.aspectratio>1?(c=r.r,u=c/i.aspectratio):(u=r.r,c=u*i.aspectratio),c*=(1+i.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(i=r.trace).scalegroup===s){var f=o*r.vTotal;\"funnelarea\"===i.type&&(f/=(1+i.baseratio)/2,f/=i.aspectratio),r.r=Math.sqrt(f)}}}(t,r)}function z(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function D(t,e,r){var n=t._fullLayout,i=r.trace,a=i.texttemplate,o=i.textinfo;if(!a&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},f=u(\"label\"),h=u(\"text\"),p=u(\"value\"),d=u(\"percent\"),m=n.separators;if(s=f?[e.label]:[],h){var v=g.getFirstFilled(i.text,e.pts);y(v)&&s.push(v)}p&&s.push(g.formatPieValue(e.v,m)),d&&s.push(g.formatPiePercent(e.v/r.vTotal,m)),e.text=s.join(\"<br>\")}if(a){var x=l.castOption(i,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:g.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:g.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(i,t.i,\"customdata\")}}(e),_=g.getFirstFilled(i.text,e.pts);(y(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,i._meta||{})}else e.text=\"\"}}function R(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),i=Math.sin(r),a=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=a*n-o*i,t.textY=a*i+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,a=r._size;d(\"pie\",r),_(e,t),O(e,a);var h=l.makeTraceGroups(r._pielayer,e,\"trace\").each((function(e){var h=n.select(this),d=e[0],m=d.trace;!function(t){var e,r,n,i=t[0],a=i.r,o=i.trace,s=g.getRotationAngle(o.rotation),l=2*Math.PI/i.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=z(a,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=z(a,s),r.midangle=s,s+=l*r.v/2,n=z(a,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>i.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/i.vTotal,.5),r.ring=1-o.hole,r.rInscribed=E(r,i))}(e),h.attr(\"stroke-linejoin\",\"round\"),h.each((function(){var v=n.select(this).selectAll(\"g.slice\").data(e);v.enter().append(\"g\").classed(\"slice\",!0),v.exit().remove();var y=[[[],[]],[[],[]]],_=!1;v.each((function(i,a){if(i.hidden)n.select(this).selectAll(\"path,g\").remove();else{i.pointNumber=i.i,i.curveNumber=m.index,y[i.pxmid[1]<0?0:1][i.pxmid[0]<0?0:1].push(i);var o=d.cx,c=d.cy,u=n.select(this),h=u.selectAll(\"path.surface\").data([i]);if(h.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),u.call(x,t,e),m.pull){var v=+g.castOption(m.pull,i.pts)||0;v>0&&(o+=v*i.pxmid[0],c+=v*i.pxmid[1])}i.cxFinal=o,i.cyFinal=c;var T=m.hole;if(i.v===d.vTotal){var k=\"M\"+(o+i.px0[0])+\",\"+(c+i.px0[1])+C(i.px0,i.pxmid,!0,1)+C(i.pxmid,i.px0,!0,1)+\"Z\";T?h.attr(\"d\",\"M\"+(o+T*i.px0[0])+\",\"+(c+T*i.px0[1])+C(i.px0,i.pxmid,!1,T)+C(i.pxmid,i.px0,!1,T)+\"Z\"+k):h.attr(\"d\",k)}else{var A=C(i.px0,i.px1,!0,1);if(T){var M=1-T;h.attr(\"d\",\"M\"+(o+T*i.px1[0])+\",\"+(c+T*i.px1[1])+C(i.px1,i.px0,!1,T)+\"l\"+M*i.px0[0]+\",\"+M*i.px0[1]+A+\"Z\")}else h.attr(\"d\",\"M\"+o+\",\"+c+\"l\"+i.px0[0]+\",\"+i.px0[1]+A+\"Z\")}D(t,i,d);var S=g.castOption(m.textposition,i.pts),E=u.selectAll(\"g.slicetext\").data(i.text&&\"none\"!==S?[0]:[]);E.enter().append(\"g\").classed(\"slicetext\",!0),E.exit().remove(),E.each((function(){var u=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),h=l.ensureUniformFontSize(t,\"outside\"===S?function(t,e,r){var n=g.castOption(t.outsidetextfont.color,e.pts)||g.castOption(t.textfont.color,e.pts)||r.color,i=g.castOption(t.outsidetextfont.family,e.pts)||g.castOption(t.textfont.family,e.pts)||r.family,a=g.castOption(t.outsidetextfont.size,e.pts)||g.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:i,size:a}}(m,i,r.font):b(m,i,r.font));u.text(i.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,h).call(f.convertToTspans,t);var v,y=s.bBox(u.node());if(\"outside\"===S)v=L(y,i);else if(v=w(y,i,d),\"auto\"===S&&v.scale<1){var x=l.ensureUniformFontSize(t,m.outsidetextfont);u.call(s.font,x),v=L(y=s.bBox(u.node()),i)}var T=v.textPosAngle,k=void 0===T?i.pxmid:z(d.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=c+k[1]*v.rCenter+(v.y||0),R(v,y),v.outside){var A=v.targetY;i.yLabelMin=A-y.height/2,i.yLabelMid=A,i.yLabelMax=A+y.height/2,i.labelExtraX=0,i.labelExtraY=0,_=!0}v.fontSize=h.size,p(m.type,v,r),e[a].transform=v,u.attr(\"transform\",l.getTextTransform(v))}))}function C(t,e,r,n){var a=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*d.r+\",\"+n*d.r+\" 0 \"+i.largeArc+(r?\" 1 \":\" 0 \")+a+\",\"+o}}));var T=n.select(this).selectAll(\"g.titletext\").data(m.title.text?[0]:[]);if(T.enter().append(\"g\").classed(\"titletext\",!0),T.exit().remove(),T.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),i=m.title.text;m._meta&&(i=l.templateString(i,m._meta)),r.text(i).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,m.title.font).call(f.convertToTspans,t),e=\"middle center\"===m.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(d):C(d,a),r.attr(\"transform\",u(e.x,e.y)+c(Math.min(1,e.scale))+u(e.tx,e.ty))})),_&&function(t,e){var r,n,i,a,o,s,l,c,u,f,h,p,d;function m(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var 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n=t(\"@plotly/d3\"),i=t(\"../../lib\"),a=i.numberFormat,o=t(\"./render\"),s=t(\"../../components/fx\"),l=t(\"../../components/color\"),c=t(\"./constants\").cn,u=i._;function f(t){return\"\"!==t}function h(t,e){return t.filter((function(t){return t.key===e.traceId}))}function p(t,e){n.select(t).select(\"path\").style(\"fill-opacity\",e),n.select(t).select(\"rect\").style(\"fill-opacity\",e)}function d(t){n.select(t).select(\"text.name\").style(\"fill\",\"black\")}function m(t){return function(e){return-1!==t.node.sourceLinks.indexOf(e.link)||-1!==t.node.targetLinks.indexOf(e.link)}}function g(t){return function(e){return-1!==e.node.sourceLinks.indexOf(t.link)||-1!==e.node.targetLinks.indexOf(t.link)}}function v(t,e,r){e&&r&&h(r,e).selectAll(\".\"+c.sankeyLink).filter(m(e)).call(x.bind(0,e,r,!1))}function y(t,e,r){e&&r&&h(r,e).selectAll(\".\"+c.sankeyLink).filter(m(e)).call(b.bind(0,e,r,!1))}function x(t,e,r,n){var i=n.datum().link.label;n.style(\"fill-opacity\",(function(t){if(!t.link.concentrationscale)return.4})),i&&h(e,t).selectAll(\".\"+c.sankeyLink).filter((function(t){return t.link.label===i})).style(\"fill-opacity\",(function(t){if(!t.link.concentrationscale)return.4})),r&&h(e,t).selectAll(\".\"+c.sankeyNode).filter(g(t)).call(v)}function b(t,e,r,n){var i=n.datum().link.label;n.style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),i&&h(e,t).selectAll(\".\"+c.sankeyLink).filter((function(t){return t.link.label===i})).style(\"fill-opacity\",(function(t){return t.tinyColorAlpha})),r&&h(e,t).selectAll(c.sankeyNode).filter(g(t)).call(y)}function _(t,e){var r=t.hoverlabel||{},n=i.nestedProperty(r,e).get();return!Array.isArray(n)&&n}e.exports=function(t,e){for(var r=t._fullLayout,i=r._paper,h=r._size,m=0;m<t._fullData.length;m++)if(t._fullData[m].visible&&t._fullData[m].type===c.sankey&&!t._fullData[m]._viewInitial){var g=t._fullData[m].node;t._fullData[m]._viewInitial={node:{groups:g.groups.slice(),x:g.x.slice(),y:g.y.slice()}}}var w=u(t,\"source:\")+\" \",T=u(t,\"target:\")+\" \",k=u(t,\"concentration:\")+\" \",A=u(t,\"incoming flow count:\")+\" \",M=u(t,\"outgoing flow count:\")+\" \";o(t,i,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{linkEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(x.bind(0,r,i,!0)),\"skip\"!==r.link.trace.link.hoverinfo&&(r.link.fullData=r.link.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.link]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.link.trace.link;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){for(var c=[],u=0,h=0;h<i.flow.links.length;h++){var m=i.flow.links[h];if(\"closest\"!==t._fullLayout.hovermode||i.link.pointNumber===m.pointNumber){i.link.pointNumber===m.pointNumber&&(u=h),m.fullData=m.trace,o=i.link.trace.link;var g=y(m),v={valueLabel:a(i.valueFormat)(m.value)+i.valueSuffix};c.push({x:g[0],y:g[1],name:v.valueLabel,text:[m.label||\"\",w+m.source.label,T+m.target.label,m.concentrationscale?k+a(\"%0.2f\")(m.flow.labelConcentration):\"\"].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||l.addOpacity(m.color,1),borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:n.event.x<g[0]?\"right\":\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:v,eventData:[m]})}}s.loneHover(c,{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t,anchorIndex:u}).each((function(){i.link.concentrationscale||p(this,.65),d(this)}))}}function y(t){var e,r;t.circular?(e=(t.circularPathData.leftInnerExtent+t.circularPathData.rightInnerExtent)/2,r=t.circularPathData.verticalFullExtent):(e=(t.source.x1+t.target.x0)/2,r=(t.y0+t.y1)/2);var n=[e,r];return\"v\"===t.trace.orientation&&n.reverse(),n[0]+=i.parent.translateX,n[1]+=i.parent.translateY,n}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(b.bind(0,i,a,!0)),\"skip\"!==i.link.trace.link.hoverinfo&&(i.link.fullData=i.link.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.link]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r){var i=r.link;i.originalEvent=n.event,t._hoverdata=[i],s.click(t,{target:!0})}},nodeEvents:{hover:function(e,r,i){!1!==t._fullLayout.hovermode&&(n.select(e).call(v,r,i),\"skip\"!==r.node.trace.node.hoverinfo&&(r.node.fullData=r.node.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.node]})))},follow:function(e,i){if(!1!==t._fullLayout.hovermode){var o=i.node.trace.node;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){var l=n.select(e).select(\".\"+c.nodeRect),u=t._fullLayout._paperdiv.node().getBoundingClientRect(),h=l.node().getBoundingClientRect(),m=h.left-2-u.left,g=h.right+2-u.left,v=h.top+h.height/4-u.top,y={valueLabel:a(i.valueFormat)(i.node.value)+i.valueSuffix};i.node.fullData=i.node.trace,t._fullLayout._calcInverseTransform(t);var x=t._fullLayout._invScaleX,b=t._fullLayout._invScaleY,w=s.loneHover({x0:x*m,x1:x*g,y:b*v,name:a(i.valueFormat)(i.node.value)+i.valueSuffix,text:[i.node.label,A+i.node.targetLinks.length,M+i.node.sourceLinks.length].filter(f).join(\"<br>\"),color:_(o,\"bgcolor\")||i.tinyColorHue,borderColor:_(o,\"bordercolor\"),fontFamily:_(o,\"font.family\"),fontSize:_(o,\"font.size\"),fontColor:_(o,\"font.color\"),nameLength:_(o,\"namelength\"),textAlign:_(o,\"align\"),idealAlign:\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:y,eventData:[i.node]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});p(w,.85),d(w)}}},unhover:function(e,i,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(y,i,a),\"skip\"!==i.node.trace.node.hoverinfo&&(i.node.fullData=i.node.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[i.node]})),s.loneUnhover(r._hoverlayer.node()))},select:function(e,r,i){var a=r.node;a.originalEvent=n.event,t._hoverdata=[a],n.select(e).call(y,r,i),s.click(t,{target:!0})}}})}},{\"../../components/color\":366,\"../../components/fx\":406,\"../../lib\":503,\"./constants\":920,\"./render\":924,\"@plotly/d3\":58}],924:[function(t,e,r){\"use strict\";var n=t(\"d3-force\"),i=t(\"d3-interpolate\").interpolateNumber,a=t(\"@plotly/d3\"),o=t(\"@plotly/d3-sankey\"),s=t(\"@plotly/d3-sankey-circular\"),l=t(\"./constants\"),c=t(\"tinycolor2\"),u=t(\"../../components/color\"),f=t(\"../../components/drawing\"),h=t(\"../../lib\"),p=h.strTranslate,d=h.strRotate,m=t(\"../../lib/gup\"),g=m.keyFun,v=m.repeat,y=m.unwrap,x=t(\"../../lib/svg_text_utils\"),b=t(\"../../registry\"),_=t(\"../../constants/alignment\"),w=_.CAP_SHIFT,T=_.LINE_SPACING;function k(t,e,r){var n,i=y(e),a=i.trace,u=a.domain,f=\"h\"===a.orientation,p=a.node.pad,d=a.node.thickness,m=t.width*(u.x[1]-u.x[0]),g=t.height*(u.y[1]-u.y[0]),v=i._nodes,x=i._links,b=i.circular;(n=b?s.sankeyCircular().circularLinkGap(0):o.sankey()).iterations(l.sankeyIterations).size(f?[m,g]:[g,m]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(v).links(x);var _,w,T,k=n();for(var A in n.nodePadding()<p&&h.warn(\"node.pad was reduced to \",n.nodePadding(),\" to fit within the figure.\"),i._groupLookup){var M,S=parseInt(i._groupLookup[A]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){M=k.nodes[_];break}if(M){var E={pointNumber:parseInt(A),x0:M.x0,x1:M.x1,y0:M.y0,y1:M.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),M.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var i=Object.keys(n);for(w=0;w<i.length;w++){var a=n[t=i[w]],o=0,s={};for(T=0;T<a.length;T++)s[(e=a[T]).label]||(s[e.label]=0),s[e.label]+=e.value,o+=e.value;for(T=0;T<a.length;T++)(e=a[T]).flow={value:o,labelConcentration:s[e.label]/o,concentration:e.value/o,links:a},e.concentrationscale&&(e.color=c(e.concentrationscale(e.flow.labelConcentration)))}var l=0;for(w=0;w<r.sourceLinks.length;w++)l+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/l;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),a.node.x.length&&a.node.y.length){for(_=0;_<Math.min(a.node.x.length,a.node.y.length,k.nodes.length);_++)if(a.node.x[_]&&a.node.y[_]){var L=[a.node.x[_]*m,a.node.y[_]*g];k.nodes[_].x0=L[0]-d/2,k.nodes[_].x1=L[0]+d/2;var C=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=L[1]-C/2,k.nodes[_].y1=L[1]+C/2}if(\"snap\"===a.arrangement)!function(t){t.forEach((function(t){var e,r,n,i=0,a=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<a;++n)(e=t[n]).y0>=i||(r=i-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),i=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),i=[],a=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(a+=1,e=s.x0),o=s.x0,i[a]||(i[a]=[]),i[a].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return i}(v=k.nodes));n.update(k)}return{circular:b,key:r,trace:a,guid:h.randstr(),horizontal:f,width:m,height:g,nodePad:a.node.pad,nodeLineColor:a.node.line.color,nodeLineWidth:a.node.line.width,linkLineColor:a.link.line.color,linkLineWidth:a.link.line.width,valueFormat:a.valueformat,valueSuffix:a.valuesuffix,textFont:a.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:f?g:m,dragPerpendicular:f?m:g,arrangement:a.arrangement,sankey:n,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function A(t,e,r){var n=c(e.color),i=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:i,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:u.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:M,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function M(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,\"top\"===e.circularLinkType?\"M \"+n.targetX+\" \"+(n.targetY+r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"L\"+n.targetX+\" \"+(n.targetY-r)+\"Z\":\"M \"+n.targetX+\" \"+(n.targetY-r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"L\"+n.targetX+\" \"+(n.targetY+r)+\"Z\";var e,r,n,a=t.link.source.x1,o=t.link.target.x0,s=i(a,o),l=s(.5),c=s(.5),u=t.link.y0-t.link.width/2,f=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,p=t.link.y1+t.link.width/2;return\"M\"+a+\",\"+u+\"C\"+l+\",\"+u+\" \"+c+\",\"+h+\" 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e.group&&(s=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:s,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(a),visibleHeight:o,zoneX:-n,zoneY:-i,zoneWidth:a+2*n,zoneHeight:o+2*i,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:u.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,s].join(\"_\"),interactionState:t.interactionState,figure:t}}function E(t){t.attr(\"transform\",(function(t){return p(t.node.x0.toFixed(3),t.node.y0.toFixed(3))}))}function L(t){t.call(E)}function 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g=\"projection.\"+d[m];f(g+\".show\")&&(f(g+\".opacity\"),f(g+\".scale\"))}var v=n.getComponentMethod(\"errorbars\",\"supplyDefaults\");v(t,e,h||p||r,{axis:\"z\"}),v(t,e,h||p||r,{axis:\"y\",inherit:\"z\"}),v(t,e,h||p||r,{axis:\"x\",inherit:\"z\"})}else e.visible=!1}},{\"../../lib\":503,\"../../registry\":638,\"../scatter/line_defaults\":940,\"../scatter/marker_defaults\":946,\"../scatter/subtypes\":952,\"../scatter/text_defaults\":953,\"./attributes\":955}],960:[function(t,e,r){\"use 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n=t(\"../scatter/attributes\"),i=t(\"../../plots/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/template_attributes\").texttemplateAttrs,s=t(\"../../components/colorscale/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=n.marker,u=n.line,f=c.line;e.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:l({},n.mode,{dflt:\"markers\"}),text:l({},n.text,{}),texttemplate:o({editType:\"plot\"},{keys:[\"a\",\"b\",\"text\"]}),hovertext:l({},n.hovertext,{}),line:{color:u.color,width:u.width,dash:u.dash,shape:l({},u.shape,{values:[\"linear\",\"spline\"]}),smoothing:u.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:l({},n.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:n.fillcolor,marker:l({symbol:c.symbol,opacity:c.opacity,maxdisplayed:c.maxdisplayed,size:c.size,sizeref:c.sizeref,sizemin:c.sizemin,sizemode:c.sizemode,line:l({width:f.width,editType:\"calc\"},s(\"marker.line\")),gradient:c.gradient,editType:\"calc\"},s(\"marker\")),textfont:n.textfont,textposition:n.textposition,selected:n.selected,unselected:n.unselected,hoverinfo:l({},i.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron,hovertemplate:a()}},{\"../../components/colorscale/attributes\":373,\"../../lib/extend\":493,\"../../plots/attributes\":550,\"../../plots/template_attributes\":633,\"../scatter/attributes\":927}],962:[function(t,e,r){\"use 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n=t(\"../../lib\"),i=t(\"../scatter/constants\"),a=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),f=t(\"./attributes\");e.exports=function(t,e,r,h){function p(r,i){return n.coerce(t,e,f,r,i)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),m=p(\"b\"),g=Math.min(d.length,m.length);if(g){e._length=g,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",g<i.PTS_LINESONLY?\"lines+markers\":\"lines\"),a.hasLines(e)&&(s(t,e,r,h,p),l(t,e,p),p(\"connectgaps\")),a.hasMarkers(e)&&o(t,e,r,h,p,{gradient:!0}),a.hasText(e)&&c(t,e,h,p);var v=[];(a.hasMarkers(e)||a.hasText(e))&&(p(\"marker.maxdisplayed\"),v.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),a.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||v.push(\"fills\"),\"fills\"!==p(\"hoveron\",v.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":503,\"../scatter/constants\":931,\"../scatter/fillcolor_defaults\":935,\"../scatter/line_defaults\":940,\"../scatter/line_shape_defaults\":942,\"../scatter/marker_defaults\":946,\"../scatter/subtypes\":952,\"../scatter/text_defaults\":953,\"./attributes\":961}],964:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i){var a=n[i];return t.a=a.a,t.b=a.b,t.y=a.y,t}},{}],965:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,i=n.ab2ij([t.a,t.b]),a=Math.floor(i[0]),o=i[0]-a,s=Math.floor(i[1]),l=i[1]-s,c=n.evalxy([],a,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],966:[function(t,e,r){\"use strict\";var n=t(\"../scatter/hover\"),i=t(\"../../lib\").fillText;e.exports=function(t,e,r,a){var o=n(t,e,r,a);if(o&&!1!==o[0].index){var s=o[0];if(void 0===s.index){var l=1-s.y0/t.ya._length,c=t.xa._length,u=c*l/2,f=c-u;return s.x0=Math.max(Math.min(s.x0,f),u),s.x1=Math.max(Math.min(s.x1,f),u),o}var h=s.cd[s.index];s.a=h.a,s.b=h.b,s.xLabelVal=void 0,s.yLabelVal=void 0;var p=s.trace,d=p._carpet,m=p._module.formatLabels(h,p);s.yLabel=m.yLabel,delete s.text;var g=[];if(!p.hovertemplate){var v=(h.hi||p.hoverinfo).split(\"+\");-1!==v.indexOf(\"all\")&&(v=[\"a\",\"b\",\"text\"]),-1!==v.indexOf(\"a\")&&y(d.aaxis,h.a),-1!==v.indexOf(\"b\")&&y(d.baxis,h.b),g.push(\"y: \"+s.yLabel),-1!==v.indexOf(\"text\")&&i(h,p,g),s.extraText=g.join(\"<br>\")}return o}function y(t,e){var r;r=t.labelprefix&&t.labelprefix.length>0?t.labelprefix.replace(/ = $/,\"\"):t._hovertitle,g.push(r+\": \"+e.toFixed(3)+t.labelsuffix)}}},{\"../../lib\":503,\"../scatter/hover\":938}],967:[function(t,e,r){\"use 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n=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),a=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/text_defaults\"),l=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function f(r,i){return n.coerce(t,e,c,r,i)}var h,p=f(\"locations\");if(p&&p.length){var d,m=f(\"geojson\");(\"string\"==typeof m&&\"\"!==m||n.isPlainObject(m))&&(d=\"geojson-id\"),\"geojson-id\"===f(\"locationmode\",d)&&f(\"featureidkey\"),h=p.length}else{var 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M=p.font[r]={};M.size=(s.isTypedArray(f)?f[r]:Array.isArray(f)?n(f[r])?f[r]:0:f)*d,M.family=Array.isArray(h)?h[r]:h}else p.font={size:f*d,family:h};return p}function x(t){var e,r,n=t._length,i=t.marker,o={},l=s.isArrayOrTypedArray(i.symbol),c=s.isArrayOrTypedArray(i.color),f=s.isArrayOrTypedArray(i.line.color),d=s.isArrayOrTypedArray(i.opacity),m=s.isArrayOrTypedArray(i.size),g=s.isArrayOrTypedArray(i.line.width);if(l||(r=p.isOpenSymbol(i.symbol)),l||c||f||d){o.colors=new Array(n),o.borderColors=new Array(n);var v=u(i,i.opacity,n),y=u(i.line,i.opacity,n);if(!Array.isArray(y[0])){var x=y;for(y=Array(n),e=0;e<n;e++)y[e]=x}if(!Array.isArray(v[0])){var b=v;for(v=Array(n),e=0;e<n;e++)v[e]=b}for(o.colors=v,o.borderColors=y,e=0;e<n;e++){if(l){var _=i.symbol[e];r=p.isOpenSymbol(_)}r&&(y[e]=v[e].slice(),v[e]=v[e].slice(),v[e][3]=0)}o.opacity=t.opacity}else 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i={opacity:1,text:e.text,texttemplate:e.texttemplate,textposition:e.textposition,textfont:s.extendFlat({},e.textfont)};r.textfont&&s.extendFlat(i.textfont,r.textfont),n=y(t,i)}return n}function w(t,e,r){var n={capSize:2*e.width*r,lineWidth:e.thickness*r,color:e.color};return e.copy_ystyle&&(n=t.error_y),n}var T=d.SYMBOL_SDF_SIZE,k=d.SYMBOL_SIZE,A=d.SYMBOL_STROKE,M={},S=l.symbolFuncs[0](.05*k);function E(t){if(\"circle\"===t)return null;var e,r,n=l.symbolNumber(t),a=l.symbolFuncs[n%100],o=!!l.symbolNoDot[n%100],s=!!l.symbolNoFill[n%100],c=p.isDotSymbol(t);return M[t]?M[t]:(e=c&&!o?a(1.1*k)+S:a(k),r=i(e,{w:T,h:T,viewBox:[-k,-k,k,k],stroke:s?A:-A}),M[t]=r,r||null)}e.exports={style:function(t,e){var r,n={marker:void 0,markerSel:void 0,markerUnsel:void 0,line:void 0,fill:void 0,errorX:void 0,errorY:void 0,text:void 0,textSel:void 0,textUnsel:void 0},i=t._context.plotGlPixelRatio;if(!0!==e.visible)return 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T=y-_,k=y+w;p[v+u[0]]=x-i.c2l(T),p[v+u[1]]=i.c2l(k)-x,p[v+u[2]]=0,p[v+u[3]]=0,d=Math.min(d,y-_),m=Math.max(m,y+w)}}}h[a]={positions:r,errors:p,_bnds:[d,m]}}}return p(i,l),p(a,u),h},textPosition:function(t,e,r,n){var i,a=e._length,o={};if(f.hasMarkers(e)){var s=r.font,l=r.align,c=r.baseline;for(o.offset=new Array(a),i=0;i<a;i++){var u=n.sizes?n.sizes[i]:n.size,h=Array.isArray(s)?s[i].size:s.size,p=Array.isArray(l)?l.length>1?l[i]:l[0]:l,d=Array.isArray(c)?c.length>1?c[i]:c[0]:c,m=g[p],v=g[d],y=u?u/.8+1:0,x=-v*y-.5*v;o.offset[i]=[m*y/h,x/h]}}return o}}},{\"../../components/drawing\":388,\"../../components/fx/helpers\":402,\"../../constants/interactions\":478,\"../../lib\":503,\"../../lib/gl_format_color\":499,\"../../plots/cartesian/axis_ids\":558,\"../../registry\":638,\"../scatter/make_bubble_size_func\":944,\"../scatter/subtypes\":952,\"./constants\":982,\"./helpers\":987,\"color-normalize\":89,\"fast-isnumeric\":190,\"svg-path-sdf\":310}],984:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../registry\"),a=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/period_defaults\"),f=t(\"../scatter/marker_defaults\"),h=t(\"../scatter/line_defaults\"),p=t(\"../scatter/fillcolor_defaults\"),d=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,m){function g(r,i){return n.coerce(t,e,o,r,i)}var v=!!t.marker&&a.isOpenSymbol(t.marker.symbol),y=l.isBubble(t),x=c(t,e,m,g);if(x){u(t,e,m,g),g(\"xhoverformat\"),g(\"yhoverformat\");var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";g(\"text\"),g(\"hovertext\"),g(\"hovertemplate\"),g(\"mode\",b),l.hasLines(e)&&(g(\"connectgaps\"),h(t,e,r,m,g),g(\"line.shape\")),l.hasMarkers(e)&&(f(t,e,r,m,g),g(\"marker.line.width\",v||y?1:0)),l.hasText(e)&&(g(\"texttemplate\"),d(t,e,m,g));var _=(e.line||{}).color,w=(e.marker||{}).color;g(\"fill\"),\"none\"!==e.fill&&p(t,e,r,g);var T=i.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,g)}else e.visible=!1}},{\"../../lib\":503,\"../../registry\":638,\"../scatter/constants\":931,\"../scatter/fillcolor_defaults\":935,\"../scatter/line_defaults\":940,\"../scatter/marker_defaults\":946,\"../scatter/period_defaults\":947,\"../scatter/subtypes\":952,\"../scatter/text_defaults\":953,\"../scatter/xy_defaults\":954,\"./attributes\":979,\"./helpers\":987}],985:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),i=t(\"../../components/color\"),a=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,f=c.selectBatch[u],h=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},m=c.textUnselectedOptions[u]||{},g=n.extendFlat({},p);if(f.length||h.length){var v=d.color,y=m.color,x=p.color,b=Array.isArray(x);for(g.color=new Array(s._length),e=0;e<f.length;e++)r=f[e],g.color[r]=v||(b?x[r]:x);for(e=0;e<h.length;e++){r=h[e];var _=b?x[r]:x;g.color[r]=y||(v?_:i.addOpacity(_,a))}}c.glText[u].update(g)}}},{\"../../components/color\":366,\"../../constants/interactions\":478,\"../../lib\":503}],986:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var i=t.i;return\"x\"in t||(t.x=e._x[i]),\"y\"in t||(t.y=e._y[i]),n(t,e,r)}},{\"../scatter/format_labels\":936}],987:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":982}],988:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,f=t.index,h={pointNumber:f,x:e[f],y:r[f]};h.tx=Array.isArray(o.text)?o.text[f]:o.text,h.htx=Array.isArray(o.hovertext)?o.hovertext[f]:o.hovertext,h.data=Array.isArray(o.customdata)?o.customdata[f]:o.customdata,h.tp=Array.isArray(o.textposition)?o.textposition[f]:o.textposition;var p=o.textfont;p&&(h.ts=i.isArrayOrTypedArray(p.size)?p.size[f]:p.size,h.tc=Array.isArray(p.color)?p.color[f]:p.color,h.tf=Array.isArray(p.family)?p.family[f]:p.family);var d=o.marker;d&&(h.ms=i.isArrayOrTypedArray(d.size)?d.size[f]:d.size,h.mo=i.isArrayOrTypedArray(d.opacity)?d.opacity[f]:d.opacity,h.mx=i.isArrayOrTypedArray(d.symbol)?d.symbol[f]:d.symbol,h.mc=i.isArrayOrTypedArray(d.color)?d.color[f]:d.color);var m=d&&d.line;m&&(h.mlc=Array.isArray(m.color)?m.color[f]:m.color,h.mlw=i.isArrayOrTypedArray(m.width)?m.width[f]:m.width);var g=d&&d.gradient;g&&\"none\"!==g.type&&(h.mgt=Array.isArray(g.type)?g.type[f]:g.type,h.mgc=Array.isArray(g.color)?g.color[f]:g.color);var v=s.c2p(h.x,!0),y=l.c2p(h.y,!0),x=h.mrc||1,b=o.hoverlabel;b&&(h.hbg=Array.isArray(b.bgcolor)?b.bgcolor[f]:b.bgcolor,h.hbc=Array.isArray(b.bordercolor)?b.bordercolor[f]:b.bordercolor,h.hts=i.isArrayOrTypedArray(b.font.size)?b.font.size[f]:b.font.size,h.htc=Array.isArray(b.font.color)?b.font.color[f]:b.font.color,h.htf=Array.isArray(b.font.family)?b.font.family[f]:b.font.family,h.hnl=i.isArrayOrTypedArray(b.namelength)?b.namelength[f]:b.namelength);var _=o.hoverinfo;_&&(h.hi=Array.isArray(_)?_[f]:_);var w=o.hovertemplate;w&&(h.ht=Array.isArray(w)?w[f]:w);var T={};T[t.index]=h;var k=o._origX,A=o._origY,M=i.extendFlat({},t,{color:a(o,h),x0:v-x,x1:v+x,xLabelVal:k?k[f]:h.x,y0:y-x,y1:y+x,yLabelVal:A?A[f]:h.y,cd:T,distance:c,spikeDistance:u,hovertemplate:h.ht});return h.htx?M.text=h.htx:h.tx?M.text=h.tx:o.text&&(M.text=o.text),i.fillText(h,o,M),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(h,o,M),M}e.exports={hoverPoints:function(t,e,r,n){var i,a,s,l,c,u,f,h,p,d,m=t.cd,g=m[0].t,v=m[0].trace,y=t.xa,x=t.ya,b=g.x,_=g.y,w=y.c2p(e),T=x.c2p(r),k=t.distance;if(g.tree){var A=y.p2c(w-k),M=y.p2c(w+k),S=x.p2c(T-k),E=x.p2c(T+k);i=\"x\"===n?g.tree.range(Math.min(A,M),Math.min(x._rl[0],x._rl[1]),Math.max(A,M),Math.max(x._rl[0],x._rl[1])):g.tree.range(Math.min(A,M),Math.min(S,E),Math.max(A,M),Math.max(S,E))}else i=g.ids;var L=k;if(\"x\"===n){var C=!!v.xperiodalignment,P=!!v.yperiodalignment;for(u=0;u<i.length;u++){if(l=b[a=i[u]],f=Math.abs(y.c2p(l)-w),C){var I=y.c2p(v._xStarts[a]),O=y.c2p(v._xEnds[a]);f=w>=Math.min(I,O)&&w<=Math.max(I,O)?0:1/0}if(f<L){if(L=f,c=_[a],h=x.c2p(c)-T,P){var z=x.c2p(v._yStarts[a]),D=x.c2p(v._yEnds[a]);h=T>=Math.min(z,D)&&T<=Math.max(z,D)?0:1/0}d=Math.sqrt(f*f+h*h),s=i[u]}}}else for(u=i.length-1;u>-1;u--)l=b[a=i[u]],c=_[a],f=y.c2p(l)-w,h=x.c2p(c)-T,(p=Math.sqrt(f*f+h*h))<L&&(L=d=p,s=a);return t.index=s,t.distance=L,t.dxy=d,void 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_=y.count,w=v._glcanvas.data()[0].regl;if(f(t,e,r),y.dirty){if(!0===y.error2d&&(y.error2d=a(w)),!0===y.line2d&&(y.line2d=i(w)),!0===y.scatter2d&&(y.scatter2d=n(w)),!0===y.fill2d&&(y.fill2d=i(w)),!0===y.glText)for(y.glText=new Array(_),m=0;m<_;m++)y.glText[m]=new o(w);if(y.glText){if(_>y.glText.length){var T=_-y.glText.length;for(m=0;m<T;m++)y.glText.push(new o(w))}else if(_<y.glText.length){var k=y.glText.length-_;y.glText.splice(_,k).forEach((function(t){t.destroy()}))}for(m=0;m<_;m++)y.glText[m].update(y.textOptions[m])}if(y.line2d&&(y.line2d.update(y.lineOptions),y.lineOptions=y.lineOptions.map((function(t){if(t&&t.positions){for(var e=t.positions,r=0;r<e.length&&(isNaN(e[r])||isNaN(e[r+1]));)r+=2;for(var n=e.length-2;n>r&&(isNaN(e[n])||isNaN(e[n+1]));)n-=2;t.positions=e.slice(r,n+2)}return t})),y.line2d.update(y.lineOptions)),y.error2d){var A=(y.errorXOptions||[]).concat(y.errorYOptions||[]);y.error2d.update(A)}y.scatter2d&&y.scatter2d.update(y.markerOptions),y.fillOrder=s.repeat(null,_),y.fill2d&&(y.fillOptions=y.fillOptions.map((function(t,e){var n=r[e];if(t&&n&&n[0]&&n[0].trace){var i,a,o=n[0],s=o.trace,l=o.t,c=y.lineOptions[e],u=[];s._ownfill&&u.push(e),s._nexttrace&&u.push(e+1),u.length&&(y.fillOrder[e]=u);var f,h,p=[],d=c&&c.positions||l.positions;if(\"tozeroy\"===s.fill){for(f=0;f<d.length&&isNaN(d[f+1]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h+1]);)h-=2;0!==d[f+1]&&(p=[d[f],0]),p=p.concat(d.slice(f,h+2)),0!==d[h+1]&&(p=p.concat([d[h],0]))}else if(\"tozerox\"===s.fill){for(f=0;f<d.length&&isNaN(d[f]);)f+=2;for(h=d.length-2;h>f&&isNaN(d[h]);)h-=2;0!==d[f]&&(p=[0,d[f+1]]),p=p.concat(d.slice(f,h+2)),0!==d[h]&&(p=p.concat([0,d[h+1]]))}else 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R=y.selectBatch[I]=s.selIndices2selPoints(C),F={};for(g=0;g<R.length;g++)F[R[g]]=1;var B=[];for(g=0;g<O;g++)F[g]||B.push(g);y.unselectBatch[I]=B}var N=P.xpx=new Array(O),j=P.ypx=new Array(O);for(g=0;g<O;g++)N[g]=x.c2p(z[g]),j[g]=b.c2p(D[g])}else P.xpx=P.ypx=null}if(S){if(y.select2d||(y.select2d=n(v._glcanvas.data()[1].regl)),y.scatter2d){var U=new Array(_);for(m=0;m<_;m++)U[m]=y.selectBatch[m].length||y.unselectBatch[m].length?y.markerUnselectedOptions[m]:{};y.scatter2d.update(U)}y.select2d&&(y.select2d.update(y.markerOptions),y.select2d.update(y.markerSelectedOptions)),y.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&h(t)}))}else y.scatter2d&&y.scatter2d.update(y.markerOptions);var V={viewport:d(v,x,b,t._context.plotGlPixelRatio),range:[(x._rl||x.range)[0],(b._rl||b.range)[0],(x._rl||x.range)[1],(b._rl||b.range)[1]]},H=s.repeat(V,y.count);y.fill2d&&y.fill2d.update(H),y.line2d&&y.line2d.update(H),y.error2d&&y.error2d.update(H.concat(H)),y.scatter2d&&y.scatter2d.update(H),y.select2d&&y.select2d.update(H),y.glText&&y.glText.forEach((function(t){t.update(V)}))}else y.init()}}).reglPrecompiled=p},{\"../../components/dragelement/helpers\":384,\"../../lib\":503,\"../../lib/prepare_regl\":516,\"../scatter/link_traces\":943,\"../scatter/subtypes\":952,\"./edit_style\":985,\"gl-text\":225,\"regl-error2d\":279,\"regl-line2d\":280,\"regl-scatter2d\":281}],991:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,i={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},a={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,a,i)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var i=0;i<r.count;i++)r.glText[i].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,i=r.error2d,a=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,f=0;f<t;f++){if(e&&r.fillOrder[f]&&e.draw(r.fillOrder[f]),a&&r.lineOptions[f]&&a.draw(f),i&&(r.errorXOptions[f]&&i.draw(f),r.errorYOptions[f]&&i.draw(f+t)),o&&r.markerOptions[f])if(u[f].length){var h=n.repeat([],r.count);h[f]=u[f],o.draw(h)}else c[f].length||o.draw(f);s[f]&&r.textOptions[f]&&s[f].render()}l&&l.draw(c),r.dirty=!1},r.destroy=function(){r.fill2d&&r.fill2d.destroy&&r.fill2d.destroy(),r.scatter2d&&r.scatter2d.destroy&&r.scatter2d.destroy(),r.error2d&&r.error2d.destroy&&r.error2d.destroy(),r.line2d&&r.line2d.destroy&&r.line2d.destroy(),r.select2d&&r.select2d.destroy&&r.select2d.destroy(),r.glText&&r.glText.forEach((function(t){t.destroy&&t.destroy()})),r.lineOptions=null,r.fillOptions=null,r.markerOptions=null,r.markerSelectedOptions=null,r.markerUnselectedOptions=null,r.errorXOptions=null,r.errorYOptions=null,r.textOptions=null,r.textSelectedOptions=null,r.textUnselectedOptions=null,r.selectBatch=null,r.unselectBatch=null,e._scene=null}),r.dirty||n.extendFlat(r,i),r}},{\"../../lib\":503}],992:[function(t,e,r){\"use strict\";var n=t(\"../scatter/subtypes\"),i=t(\"./edit_style\").styleTextSelection;e.exports=function(t,e){var r=t.cd,a=t.xaxis,o=t.yaxis,s=[],l=r[0].trace,c=r[0].t,u=l._length,f=c.x,h=c.y,p=c._scene,d=c.index;if(!p)return s;var m=n.hasText(l),g=n.hasMarkers(l),v=!g&&!m;if(!0!==l.visible||v)return s;var y=[],x=[];if(!1!==e&&!e.degenerate)for(var b=0;b<u;b++)e.contains([c.xpx[b],c.ypx[b]],!1,b,t)?(y.push(b),s.push({pointNumber:b,x:a.c2d(f[b]),y:o.c2d(h[b])})):x.push(b);if(g){var _=p.scatter2d;if(y.length||x.length){if(!p.selectBatch[d].length&&!p.unselectBatch[d].length){var w=new Array(p.count);w[d]=p.markerUnselectedOptions[d],_.update.apply(_,w)}}else{var T=new Array(p.count);T[d]=p.markerOptions[d],_.update.apply(_,T)}}return p.selectBatch[d]=y,p.unselectBatch[d]=x,m&&i(r),s}},{\"../scatter/subtypes\":952,\"./edit_style\":985}],993:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../../plots/template_attributes\").texttemplateAttrs,a=t(\"../scattergeo/attributes\"),o=t(\"../scatter/attributes\"),s=t(\"../../plots/mapbox/layout_attributes\"),l=t(\"../../plots/attributes\"),c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat,f=t(\"../../plot_api/edit_types\").overrideAll,h=a.line,p=a.marker;e.exports=f({lon:a.lon,lat:a.lat,mode:u({},o.mode,{dflt:\"markers\"}),text:u({},o.text,{}),texttemplate:i({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:u({},o.hovertext,{}),line:{color:h.color,width:h.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c(\"marker\")),fill:a.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":373,\"../../lib/extend\":493,\"../../plot_api/edit_types\":536,\"../../plots/attributes\":550,\"../../plots/mapbox/layout_attributes\":615,\"../../plots/template_attributes\":633,\"../scatter/attributes\":927,\"../scattergeo/attributes\":969}],994:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),i=t(\"../../lib\"),a=t(\"../../constants/numerical\").BADNUM,o=t(\"../../lib/geojson_utils\"),s=t(\"../../components/colorscale\"),l=t(\"../../components/drawing\"),c=t(\"../scatter/make_bubble_size_func\"),u=t(\"../scatter/subtypes\"),f=t(\"../../plots/mapbox/convert_text_opts\"),h=t(\"../../components/fx/helpers\").appendArrayPointValue,p=t(\"../../lib/svg_text_utils\").NEWLINES,d=t(\"../../lib/svg_text_utils\").BR_TAG_ALL;function m(){return{geojson:o.makeBlank(),layout:{visibility:\"none\"},paint:{}}}function g(t,e){return i.isArrayOrTypedArray(t)?e?function(e){return n(t[e])?+t[e]:0}:function(e){return t[e]}:t?function(){return t}:v}function v(){return\"\"}function y(t){return t[0]===a}e.exports=function(t,e){var r,a=e[0].trace,x=!0===a.visible&&0!==a._length,b=\"none\"!==a.fill,_=u.hasLines(a),w=u.hasMarkers(a),T=u.hasText(a),k=w&&\"circle\"===a.marker.symbol,A=w&&\"circle\"!==a.marker.symbol,M=m(),S=m(),E=m(),L=m(),C={fill:M,line:S,circle:E,symbol:L};if(!x)return C;if((b||_)&&(r=o.calcTraceToLineCoords(e)),b&&(M.geojson=o.makePolygon(r),M.layout.visibility=\"visible\",i.extendFlat(M.paint,{\"fill-color\":a.fillcolor})),_&&(S.geojson=o.makeLine(r),S.layout.visibility=\"visible\",i.extendFlat(S.paint,{\"line-width\":a.line.width,\"line-color\":a.line.color,\"line-opacity\":a.opacity})),k){var P=function(t){var e,r,a,o,u=t[0].trace,f=u.marker,h=u.selectedpoints,p=i.isArrayOrTypedArray(f.color),d=i.isArrayOrTypedArray(f.size),m=i.isArrayOrTypedArray(f.opacity);function g(t){return u.opacity*t}p&&(r=s.hasColorscale(u,\"marker\")?s.makeColorScaleFuncFromTrace(f):i.identity);d&&(a=c(u));m&&(o=function(t){return g(n(t)?+i.constrain(t,0,1):0)});var v,x=[];for(e=0;e<t.length;e++){var 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n=t(\"../scatterpolar/attributes\"),i=t(\"../scattergl/attributes\"),a=t(\"../../plots/template_attributes\").texttemplateAttrs;e.exports={mode:n.mode,r:n.r,theta:n.theta,r0:n.r0,dr:n.dr,theta0:n.theta0,dtheta:n.dtheta,thetaunit:n.thetaunit,text:n.text,texttemplate:a({editType:\"plot\"},{keys:[\"r\",\"theta\",\"text\"]}),hovertext:n.hovertext,hovertemplate:n.hovertemplate,line:i.line,connectgaps:i.connectgaps,marker:i.marker,fill:i.fill,fillcolor:i.fillcolor,textposition:i.textposition,textfont:i.textfont,hoverinfo:n.hoverinfo,selected:n.selected,unselected:n.unselected}},{\"../../plots/template_attributes\":633,\"../scattergl/attributes\":979,\"../scatterpolar/attributes\":1002}],1010:[function(t,e,r){\"use 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A={};u.label&&(A.label=u.label),u.hasOwnProperty(\"v\")&&(A.value=u.v,A.valueLabel=b.formatValue(u.v,l)),A.currentPath=b.getPath(t.data),h||(A.percentParent=d/b.getValue(p),A.percentParentLabel=b.formatPercent(A.percentParent,l),A.parent=b.getPtLabel(p)),A.percentEntry=d/b.getValue(e),A.percentEntryLabel=b.formatPercent(A.percentEntry,l),A.entry=b.getPtLabel(e),A.percentRoot=d/b.getValue(f),A.percentRootLabel=b.formatPercent(A.percentRoot,l),A.root=b.getPtLabel(f),u.hasOwnProperty(\"color\")&&(A.color=u.color);var M=s.castOption(r,u.i,\"text\");return(s.isValidTextValue(M)||\"\"===M)&&(A.text=M),A.customdata=s.castOption(r,u.i,\"customdata\"),s.texttemplateString(k,A,i._d3locale,A,r._meta||{})}},{\"../../components/drawing\":388,\"../../lib\":503,\"../../lib/svg_text_utils\":529,\"../bar/style\":662,\"../bar/uniform_text\":664,\"../pie/helpers\":906,\"../pie/plot\":910,\"./constants\":1052,\"./fx\":1054,\"./helpers\":1055,\"./style\":1060,\"@plotly/d3\":58,\"d3-hierarchy\":115,\"d3-interpolate\":116}],1060:[function(t,e,r){\"use strict\";var n=t(\"@plotly/d3\"),i=t(\"../../components/color\"),a=t(\"../../lib\"),o=t(\"../bar/uniform_text\").resizeText;function s(t,e,r){var n=e.data.data,o=!e.children,s=n.i,l=a.castOption(r,s,\"marker.line.color\")||i.defaultLine,c=a.castOption(r,s,\"marker.line.width\")||0;t.style(\"stroke-width\",c).call(i.fill,n.color).call(i.stroke,l).style(\"opacity\",o?r.leaf.opacity:null)}e.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(\".trace\");o(t,e,\"sunburst\"),e.each((function(t){var e=n.select(this),r=t[0].trace;e.style(\"opacity\",r.opacity),e.selectAll(\"path.surface\").each((function(t){n.select(this).call(s,t,r)}))}))},styleOne:s}},{\"../../components/color\":366,\"../../lib\":503,\"../bar/uniform_text\":664,\"@plotly/d3\":58}],1061:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),i=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/cartesian/axis_format_attributes\").axisHoverFormat,o=t(\"../../plots/template_attributes\").hovertemplateAttrs,s=t(\"../../plots/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=t(\"../../plot_api/edit_types\").overrideAll;function u(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var f=e.exports=c(l({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:o(),xhoverformat:a(\"x\"),yhoverformat:a(\"y\"),zhoverformat:a(\"z\"),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},i(\"\",{colorAttr:\"z or surfacecolor\",showScaleDflt:!0,autoColorDflt:!1,editTypeOverride:\"calc\"}),{contours:{x:u(),y:u(),z:u()},hidesurface:{valType:\"boolean\",dflt:!1},lightposition:{x:{valType:\"number\",min:-1e5,max:1e5,dflt:10},y:{valType:\"number\",min:-1e5,max:1e5,dflt:1e4},z:{valType:\"number\",min:-1e5,max:1e5,dflt:0}},lighting:{ambient:{valType:\"number\",min:0,max:1,dflt:.8},diffuse:{valType:\"number\",min:0,max:1,dflt:.8},specular:{valType:\"number\",min:0,max:2,dflt:.05},roughness:{valType:\"number\",min:0,max:1,dflt:.5},fresnel:{valType:\"number\",min:0,max:5,dflt:.2}},opacity:{valType:\"number\",min:0,max:1,dflt:1},opacityscale:{valType:\"any\",editType:\"calc\"},_deprecated:{zauto:l({},i.zauto,{}),zmin:l({},i.zmin,{}),zmax:l({},i.zmax,{})},hoverinfo:l({},s.hoverinfo),showlegend:l({},s.showlegend,{dflt:!1})}),\"calc\",\"nested\");f.x.editType=f.y.editType=f.z.editType=\"calc+clearAxisTypes\",f.transforms=void 0},{\"../../components/color\":366,\"../../components/colorscale/attributes\":373,\"../../lib/extend\":493,\"../../plot_api/edit_types\":536,\"../../plots/attributes\":550,\"../../plots/cartesian/axis_format_attributes\":557,\"../../plots/template_attributes\":633}],1062:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":374}],1063:[function(t,e,r){\"use strict\";var n=t(\"../../../stackgl_modules\").gl_surface3d,i=t(\"../../../stackgl_modules\").ndarray,a=t(\"../../../stackgl_modules\").ndarray_linear_interpolate.d2,o=t(\"../heatmap/interp2d\"),s=t(\"../heatmap/find_empties\"),l=t(\"../../lib\").isArrayOrTypedArray,c=t(\"../../lib/gl_format_color\").parseColorScale,u=t(\"../../lib/str2rgbarray\"),f=t(\"../../components/colorscale\").extractOpts;function h(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=h.prototype;p.getXat=function(t,e,r,n){var i=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?i:n.d2l(i,0,r)},p.getYat=function(t,e,r,n){var i=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?i:n.d2l(i,0,r)},p.getZat=function(t,e,r,n){var i=this.data.z[e][t];return null===i&&this.data.connectgaps&&this.data._interpolatedZ&&(i=this.data._interpolatedZ[e][t]),void 0===r?i:n.d2l(i,0,r)},p.handlePick=function(t){if(t.object===this.surface){var e=(t.data.index[0]-1)/this.dataScaleX-1,r=(t.data.index[1]-1)/this.dataScaleY-1,n=Math.max(Math.min(Math.round(e),this.data.z[0].length-1),0),i=Math.max(Math.min(Math.round(r),this.data._ylength-1),0);t.index=[n,i],t.traceCoordinate=[this.getXat(n,i),this.getYat(n,i),this.getZat(n,i)],t.dataCoordinate=[this.getXat(n,i,this.data.xcalendar,this.scene.fullSceneLayout.xaxis),this.getYat(n,i,this.data.ycalendar,this.scene.fullSceneLayout.yaxis),this.getZat(n,i,this.data.zcalendar,this.scene.fullSceneLayout.zaxis)];for(var a=0;a<3;a++){var o=t.dataCoordinate[a];null!=o&&(t.dataCoordinate[a]*=this.scene.dataScale[a])}var s=this.data.hovertext||this.data.text;return Array.isArray(s)&&s[i]&&void 0!==s[i][n]?t.textLabel=s[i][n]:t.textLabel=s||\"\",t.data.dataCoordinate=t.dataCoordinate.slice(),this.surface.highlight(t.data),this.scene.glplot.spikes.position=t.dataCoordinate,!0}};var d=[2,3,5,7,11,13,17,19,23,29,31,37,41,43,47,53,59,61,67,71,73,79,83,89,97,101,103,107,109,113,127,131,137,139,149,151,157,163,167,173,179,181,191,193,197,199,211,223,227,229,233,239,241,251,257,263,269,271,277,281,283,293,307,311,313,317,331,337,347,349,353,359,367,373,379,383,389,397,401,409,419,421,431,433,439,443,449,457,461,463,467,479,487,491,499,503,509,521,523,541,547,557,563,569,571,577,587,593,599,601,607,613,617,619,631,641,643,647,653,659,661,673,677,683,691,701,709,719,727,733,739,743,751,757,761,769,773,787,797,809,811,821,823,827,829,839,853,857,859,863,877,881,883,887,907,911,919,929,937,941,947,953,967,971,977,983,991,997,1009,1013,1019,1021,1031,1033,1039,1049,1051,1061,1063,1069,1087,1091,1093,1097,1103,1109,1117,1123,1129,1151,1153,1163,1171,1181,1187,1193,1201,1213,1217,1223,1229,1231,1237,1249,1259,1277,1279,1283,1289,1291,1297,1301,1303,1307,1319,1321,1327,1361,1367,1373,1381,1399,1409,1423,1427,1429,1433,1439,1447,1451,1453,1459,1471,1481,1483,1487,1489,1493,1499,1511,1523,1531,1543,1549,1553,1559,1567,1571,1579,1583,1597,1601,1607,1609,1613,1619,1621,1627,1637,1657,1663,1667,1669,1693,1697,1699,1709,1721,1723,1733,1741,1747,1753,1759,1777,1783,1787,1789,1801,1811,1823,1831,1847,1861,1867,1871,1873,1877,1879,1889,1901,1907,1913,1931,1933,1949,1951,1973,1979,1987,1993,1997,1999,2003,2011,2017,2027,2029,2039,2053,2063,2069,2081,2083,2087,2089,2099,2111,2113,2129,2131,2137,2141,2143,2153,2161,2179,2203,2207,2213,2221,2237,2239,2243,2251,2267,2269,2273,2281,2287,2293,2297,2309,2311,2333,2339,2341,2347,2351,2357,2371,2377,2381,2383,2389,2393,2399,2411,2417,2423,2437,2441,2447,2459,2467,2473,2477,2503,2521,2531,2539,2543,2549,2551,2557,2579,2591,2593,2609,2617,2621,2633,2647,2657,2659,2663,2671,2677,2683,2687,2689,2693,2699,2707,2711,2713,2719,2729,2731,2741,2749,2753,2767,2777,2789,2791,2797,2801,2803,2819,2833,2837,2843,2851,2857,2861,2879,2887,2897,2903,2909,2917,2927,2939,2953,2957,2963,2969,2971,2999];function m(t,e){if(t<e)return 0;for(var r=0;0===Math.floor(t%e);)t/=e,r++;return r}function g(t){for(var e=[],r=0;r<d.length;r++){var n=d[r];e.push(m(t,n))}return e}function v(t){for(var e=g(t),r=t,n=0;n<d.length;n++)if(e[n]>0){r=d[n];break}return r}function y(t,e){if(!(t<1||e<1)){for(var r=g(t),n=g(e),i=1,a=0;a<d.length;a++)i*=Math.pow(d[a],Math.max(r[a],n[a]));return i}}p.calcXnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getXat(e-1,0),i=this.getXat(e,0);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r},p.calcYnums=function(t){var e,r=[];for(e=1;e<t;e++){var n=this.getYat(0,e-1),i=this.getYat(0,e);r[e-1]=i!==n&&null!=n&&null!=i?Math.abs(i-n):0}var a=0;for(e=1;e<t;e++)a+=r[e-1];for(e=1;e<t;e++)0===r[e-1]?r[e-1]=1:r[e-1]=Math.round(a/r[e-1]);return r};var x=[1,2,4,6,12,24,36,48,60,120,180,240,360,720,840,1260],b=x[9],_=x[13];function w(t,e,r){var n=r[8]+r[2]*e[0]+r[5]*e[1];return t[0]=(r[6]+r[0]*e[0]+r[3]*e[1])/n,t[1]=(r[7]+r[1]*e[0]+r[4]*e[1])/n,t}function T(t,e,r){return function(t,e,r,n){for(var i=[0,0],o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++)r(i,[l,c],n),t.set(l,c,a(e,i[0],i[1]))}(t,e,w,r),t}function k(t,e){for(var r=!1,n=0;n<t.length;n++)if(e===t[n]){r=!0;break}!1===r&&t.push(e)}p.estimateScale=function(t,e){for(var r=1+function(t){if(0!==t.length){for(var e=1,r=0;r<t.length;r++)e=y(e,t[r]);return e}}(0===e?this.calcXnums(t):this.calcYnums(t));r<b;)r*=2;for(;r>_;)r--,r/=v(r),++r<b&&(r=_);var n=Math.round(r/t);return n>1?n:1},p.refineCoords=function(t){for(var e=this.dataScaleX,r=this.dataScaleY,n=t[0].shape[0],a=t[0].shape[1],o=0|Math.floor(t[0].shape[0]*e+1),s=0|Math.floor(t[0].shape[1]*r+1),l=1+n+1,c=1+a+1,u=i(new Float32Array(l*c),[l,c]),f=[1/e,0,0,0,1/r,0,0,0,1],h=0;h<t.length;++h){this.surface.padField(u,t[h]);var p=i(new Float32Array(o*s),[o,s]);T(p,u,f),t[h]=p}},p.setContourLevels=function(){var t,e,r,n=[[],[],[]],i=[!1,!1,!1],a=!1;for(t=0;t<3;++t)if(this.showContour[t]&&(a=!0,this.contourSize[t]>0&&null!==this.contourStart[t]&&null!==this.contourEnd[t]&&this.contourEnd[t]>this.contourStart[t]))for(i[t]=!0,e=this.contourStart[t];e<this.contourEnd[t];e+=this.contourSize[t])r=e*this.scene.dataScale[t],k(n[t],r);if(a){var o=[[],[],[]];for(t=0;t<3;++t)this.showContour[t]&&(o[t]=i[t]?n[t]:this.scene.contourLevels[t]);this.surface.update({levels:o})}},p.update=function(t){var e,r,n,a,l=this.scene,h=l.fullSceneLayout,p=this.surface,d=c(t),m=l.dataScale,g=t.z[0].length,v=t._ylength,y=l.contourLevels;this.data=t;var x=[];for(e=0;e<3;e++)for(x[e]=[],r=0;r<g;r++)x[e][r]=[];for(r=0;r<g;r++)for(n=0;n<v;n++)x[0][r][n]=this.getXat(r,n,t.xcalendar,h.xaxis),x[1][r][n]=this.getYat(r,n,t.ycalendar,h.yaxis),x[2][r][n]=this.getZat(r,n,t.zcalendar,h.zaxis);if(t.connectgaps)for(t._emptypoints=s(x[2]),o(x[2],t._emptypoints),t._interpolatedZ=[],r=0;r<g;r++)for(t._interpolatedZ[r]=[],n=0;n<v;n++)t._interpolatedZ[r][n]=x[2][r][n];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null==(a=x[e][r][n])?x[e][r][n]=NaN:a=x[e][r][n]*=m[e];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(this.minValues[e]>a&&(this.minValues[e]=a),this.maxValues[e]<a&&(this.maxValues[e]=a));for(e=0;e<3;e++)this.objectOffset[e]=.5*(this.minValues[e]+this.maxValues[e]);for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)null!=(a=x[e][r][n])&&(x[e][r][n]-=this.objectOffset[e]);var b=[i(new Float32Array(g*v),[g,v]),i(new Float32Array(g*v),[g,v]),i(new Float32Array(g*v),[g,v])];for(e=0;e<3;e++)for(r=0;r<g;r++)for(n=0;n<v;n++)b[e].set(r,n,x[e][r][n]);x=[];var w={colormap:d,levels:[[],[],[]],showContour:[!0,!0,!0],showSurface:!t.hidesurface,contourProject:[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],contourWidth:[1,1,1],contourColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],contourTint:[1,1,1],dynamicColor:[[1,1,1,1],[1,1,1,1],[1,1,1,1]],dynamicWidth:[1,1,1],dynamicTint:[1,1,1],opacityscale:t.opacityscale,opacity:t.opacity},T=f(t);if(w.intensityBounds=[T.min,T.max],t.surfacecolor){var k=i(new Float32Array(g*v),[g,v]);for(r=0;r<g;r++)for(n=0;n<v;n++)k.set(r,n,t.surfacecolor[n][r]);b.push(k)}else w.intensityBounds[0]*=m[2],w.intensityBounds[1]*=m[2];(_<b[0].shape[0]||_<b[0].shape[1])&&(this.refineData=!1),!0===this.refineData&&(this.dataScaleX=this.estimateScale(b[0].shape[0],0),this.dataScaleY=this.estimateScale(b[0].shape[1],1),1===this.dataScaleX&&1===this.dataScaleY||this.refineCoords(b)),t.surfacecolor&&(w.intensity=b.pop());var A=[!0,!0,!0],M=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[M[e]];A[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=y[e],p.highlightColor[e]=w.contourColor[e]=u(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=u(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=A,p.enableHighlight=A,p.snapToData=!0,\"lighting\"in t&&(p.ambientLight=t.lighting.ambient,p.diffuseLight=t.lighting.diffuse,p.specularLight=t.lighting.specular,p.roughness=t.lighting.roughness,p.fresnel=t.lighting.fresnel),\"lightposition\"in t&&(p.lightPosition=[t.lightposition.x,t.lightposition.y,t.lightposition.z])},p.dispose=function(){this.scene.glplot.remove(this.surface),this.surface.dispose()},e.exports=function(t,e){var r=t.glplot.gl,i=n({gl:r}),a=new h(t,i,e.uid);return i._trace=a,a.update(e),t.glplot.add(i),a}},{\"../../../stackgl_modules\":1124,\"../../components/colorscale\":378,\"../../lib\":503,\"../../lib/gl_format_color\":499,\"../../lib/str2rgbarray\":528,\"../heatmap/find_empties\":798,\"../heatmap/interp2d\":801}],1064:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),i=t(\"../../lib\"),a=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");function s(t,e,r,n){var 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this._expand(r+1),this.words[r]=e?this.words[r]|1<<i:this.words[r]&~(1<<i),this.strip()},a.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var i=0,a=0;a<n.length;a++)e=(0|r.words[a])+(0|n.words[a])+i,this.words[a]=67108863&e,i=e>>>26;for(;0!==i&&a<r.length;a++)e=(0|r.words[a])+i,this.words[a]=67108863&e,i=e>>>26;if(this.length=r.length,0!==i)this.words[this.length]=i,this.length++;else if(r!==this)for(;a<r.length;a++)this.words[a]=r.words[a];return this},a.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var d=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],f=8191&u,h=u>>>13,p=0|o[1],d=8191&p,g=p>>>13,m=0|o[2],v=8191&m,y=m>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,A=0|o[5],M=8191&A,S=A>>>13,E=0|o[6],L=8191&E,C=E>>>13,P=0|o[7],I=8191&P,O=P>>>13,z=0|o[8],D=8191&z,R=z>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,H=0|s[1],q=8191&H,G=H>>>13,Y=0|s[2],W=8191&Y,X=Y>>>13,Z=0|s[3],J=8191&Z,K=Z>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ft=8191&ut,ht=ut>>>13,pt=0|s[9],dt=8191&pt,gt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var mt=(c+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;c=((a=Math.imul(h,V))+(i>>>13)|0)+(mt>>>26)|0,mt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(g,U)|0,a=Math.imul(g,V);var vt=(c+(n=n+Math.imul(f,q)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))<<13)|0;c=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),i=(i=Math.imul(v,V))+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(d,q)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(g,q)|0,a=a+Math.imul(g,G)|0;var yt=(c+(n=n+Math.imul(f,W)|0)|0)+((8191&(i=(i=i+Math.imul(f,X)|0)+Math.imul(h,W)|0))<<13)|0;c=((a=a+Math.imul(h,X)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(v,q)|0,i=(i=i+Math.imul(v,G)|0)+Math.imul(y,q)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,i=(i=i+Math.imul(d,X)|0)+Math.imul(g,W)|0,a=a+Math.imul(g,X)|0;var xt=(c+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;c=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,q)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,i=(i=i+Math.imul(v,X)|0)+Math.imul(y,W)|0,a=a+Math.imul(y,X)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(g,J)|0,a=a+Math.imul(g,K)|0;var bt=(c+(n=n+Math.imul(f,$)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,$)|0))<<13)|0;c=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,q)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,i=(i=i+Math.imul(b,X)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(v,J)|0,i=(i=i+Math.imul(v,K)|0)+Math.imul(y,J)|0,a=a+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(g,$)|0,a=a+Math.imul(g,tt)|0;var _t=(c+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;c=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,q)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,i=(i=i+Math.imul(T,X)|0)+Math.imul(k,W)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,i=(i=i+Math.imul(v,tt)|0)+Math.imul(y,$)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(g,rt)|0,a=a+Math.imul(g,nt)|0;var wt=(c+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;c=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),i=(i=Math.imul(I,V))+Math.imul(O,U)|0,a=Math.imul(O,V),n=n+Math.imul(L,q)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,W)|0,i=(i=i+Math.imul(M,X)|0)+Math.imul(S,W)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,$)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,i=(i=i+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(g,at)|0,a=a+Math.imul(g,ot)|0;var Tt=(c+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ct)|0)+Math.imul(h,lt)|0))<<13)|0;c=((a=a+Math.imul(h,ct)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(I,q)|0,i=(i=i+Math.imul(I,G)|0)+Math.imul(O,q)|0,a=a+Math.imul(O,G)|0,n=n+Math.imul(L,W)|0,i=(i=i+Math.imul(L,X)|0)+Math.imul(C,W)|0,a=a+Math.imul(C,X)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,$)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(v,at)|0,i=(i=i+Math.imul(v,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ct)|0)+Math.imul(g,lt)|0,a=a+Math.imul(g,ct)|0;var kt=(c+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;c=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,q)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,i=(i=i+Math.imul(I,X)|0)+Math.imul(O,W)|0,a=a+Math.imul(O,X)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,$)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,$)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,i=(i=i+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ct)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(g,ft)|0,a=a+Math.imul(g,ht)|0;var At=(c+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,gt)|0)+Math.imul(h,dt)|0))<<13)|0;c=((a=a+Math.imul(h,gt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,q),i=(i=Math.imul(B,G))+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(D,W)|0,i=(i=i+Math.imul(D,X)|0)+Math.imul(R,W)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(I,J)|0,i=(i=i+Math.imul(I,K)|0)+Math.imul(O,J)|0,a=a+Math.imul(O,K)|0,n=n+Math.imul(L,$)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,$)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ct)|0,n=n+Math.imul(v,ft)|0,i=(i=i+Math.imul(v,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var Mt=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,gt)|0)+Math.imul(g,dt)|0))<<13)|0;c=((a=a+Math.imul(g,gt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,W),i=(i=Math.imul(B,X))+Math.imul(N,W)|0,a=Math.imul(N,X),n=n+Math.imul(D,J)|0,i=(i=i+Math.imul(D,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,i=(i=i+Math.imul(I,tt)|0)+Math.imul(O,$)|0,a=a+Math.imul(O,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ct)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(i=(i=i+Math.imul(v,gt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((a=a+Math.imul(y,gt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(D,$)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,$)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,i=(i=i+Math.imul(I,nt)|0)+Math.imul(O,rt)|0,a=a+Math.imul(O,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ct)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ct)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,gt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((a=a+Math.imul(_,gt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),i=(i=Math.imul(B,tt))+Math.imul(N,$)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(I,at)|0,i=(i=i+Math.imul(I,ot)|0)+Math.imul(O,at)|0,a=a+Math.imul(O,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ct)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ct)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,gt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((a=a+Math.imul(k,gt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,i=(i=i+Math.imul(I,ct)|0)+Math.imul(O,lt)|0,a=a+Math.imul(O,ct)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(c+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,gt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((a=a+Math.imul(S,gt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ct)|0,n=n+Math.imul(I,ft)|0,i=(i=i+Math.imul(I,ht)|0)+Math.imul(O,ft)|0,a=a+Math.imul(O,ht)|0;var Pt=(c+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,gt)|0)+Math.imul(C,dt)|0))<<13)|0;c=((a=a+Math.imul(C,gt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ct))+Math.imul(N,lt)|0,a=Math.imul(N,ct),n=n+Math.imul(D,ft)|0,i=(i=i+Math.imul(D,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(i=(i=i+Math.imul(I,gt)|0)+Math.imul(O,dt)|0))<<13)|0;c=((a=a+Math.imul(O,gt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var Ot=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,gt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((a=a+Math.imul(R,gt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863;var zt=(c+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,gt))+Math.imul(N,dt)|0))<<13)|0;return c=((a=Math.imul(N,gt))+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863,l[0]=mt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=It,l[17]=Ot,l[18]=zt,0!==c&&(l[19]=c,r.length++),r};function g(t,e,r){return(new m).mulp(t,e,r)}function m(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?d(this,t,e):r<63?p(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),c=Math.max(0,a-t.length+1);c<=l;c++){var u=a-c,f=(0|t.words[u])*(0|e.words[c]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):g(this,t,e)},m.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},m.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},m.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},m.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<i;u+=s)for(var f=l,h=c,p=0;p<o;p++){var d=r[u+p],g=n[u+p],m=r[u+p+o],v=n[u+p+o],y=f*m-h*v;v=f*v+h*m,m=y,r[u+p]=d+m,n[u+p]=g+v,r[u+p+o]=d-m,n[u+p+o]=g-v,p!==s&&(y=l*f-c*h,h=l*h+c*f,f=y)}},m.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},m.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},m.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},m.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},m.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},m.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,a,s,l,n,i),this.transform(c,a,u,f,n,i);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),g(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=i);c--){var f=0|this.words[c];this.words[c]=u<<26-a|f>>>a,u=f&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r)&&!!(this.words[r]&i)},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!==(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(i,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,g=1;0==(r.words[0]&g)&&d<26;++d,g<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return 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fffffffe fffffc2f\")}function b(){y.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function _(){y.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function w(){y.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function T(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}y.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},y.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},y.prototype.split=function(t,e){t.iushrn(this.n,0,e)},y.prototype.imulK=function(t){return t.imul(this.k)},i(x,y),x.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var i=t.words[9];for(e.words[e.length++]=4194303&i,n=10;n<t.length;n++){var a=0|t.words[n];t.words[n-10]=(4194303&a)<<4|i>>>22,i=a}i>>>=22,t.words[n-10]=i,0===i&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(b,y),i(_,y),i(w,y),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(v[t])return v[t];var e;if(\"k256\"===t)e=new x;else if(\"p224\"===t)e=new b;else if(\"p192\"===t)e=new _;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new w}return v[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},T.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},T.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},T.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},T.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},T.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},T.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},T.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},T.prototype.isqr=function(t){return this.imul(t,t.clone())},T.prototype.sqr=function(t){return this.mul(t,t)},T.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),c=this.m.subn(1).iushrn(1),u=this.m.bitLength();for(u=new a(2*u*u).toRed(this);0!==this.pow(u,c).cmp(l);)u.redIAdd(l);for(var f=this.pow(u,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var g=p,m=0;0!==g.cmp(s);m++)g=g.redSqr();n(m<d);var v=this.pow(f,new a(1).iushln(d-m-1));h=h.redMul(v),f=v.redSqr(),p=p.redMul(f),d=m}return h},T.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},T.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var c=e.words[n],u=l-1;u>=0;u--){var f=c>>u&1;i!==r[0]&&(i=this.sqr(i)),0!==f||0!==o?(o<<=1,o|=f,(4===++s||0===n&&0===u)&&(i=this.mul(i,r[o]),s=0,o=0)):s=0}l=26}return i},T.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},T.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},a.mont=function(t){return new k(t)},i(k,T),k.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},k.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},k.prototype.imul=function(t,e){if(t.isZero()||e.isZero())return t.words[0]=0,t.length=1,t;var r=t.imul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),a=i;return i.cmp(this.m)>=0?a=i.isub(this.m):i.cmpn(0)<0&&(a=i.iadd(this.m)),a._forceRed(this)},k.prototype.mul=function(t,e){if(t.isZero()||e.isZero())return new a(0)._forceRed(this);var r=t.mul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),o=i;return i.cmp(this.m)>=0?o=i.isub(this.m):i.cmpn(0)<0&&(o=i.iadd(this.m)),o._forceRed(this)},k.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(void 0===e||e,this)},{buffer:2}],34:[function(t,e,r){\"use strict\";e.exports=function(t){var e,r,n,i=t.length,a=0;for(e=0;e<i;++e)a+=t[e].length;var o=new Array(a),s=0;for(e=0;e<i;++e){var l=t[e],c=l.length;for(r=0;r<c;++r){var u=o[s++]=new Array(c-1),f=0;for(n=0;n<c;++n)n!==r&&(u[f++]=l[n]);if(1&r){var h=u[1];u[1]=u[0],u[0]=h}}}return o}},{}],35:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){switch(arguments.length){case 1:return f(t);case 2:return\"function\"==typeof e?c(t,t,e,!0):h(t,e);case 3:return c(t,e,r,!1);default:throw new Error(\"box-intersect: Invalid arguments\")}};var n,i=t(\"typedarray-pool\"),a=t(\"./lib/sweep\"),o=t(\"./lib/intersect\");function s(t,e){for(var r=0;r<t;++r)if(!(e[r]<=e[r+t]))return!0;return!1}function l(t,e,r,n){for(var i=0,a=0,o=0,l=t.length;o<l;++o){var c=t[o];if(!s(e,c)){for(var u=0;u<2*e;++u)r[i++]=c[u];n[a++]=o}}return a}function c(t,e,r,n){var s=t.length,c=e.length;if(!(s<=0||c<=0)){var u=t[0].length>>>1;if(!(u<=0)){var f,h=i.mallocDouble(2*u*s),p=i.mallocInt32(s);if((s=l(t,u,h,p))>0){if(1===u&&n)a.init(s),f=a.sweepComplete(u,r,0,s,h,p,0,s,h,p);else{var d=i.mallocDouble(2*u*c),g=i.mallocInt32(c);(c=l(e,u,d,g))>0&&(a.init(s+c),f=1===u?a.sweepBipartite(u,r,0,s,h,p,0,c,d,g):o(u,r,n,s,h,p,c,d,g),i.free(d),i.free(g))}i.free(h),i.free(p)}return f}}}function u(t,e){n.push([t,e])}function f(t){return n=[],c(t,t,u,!0),n}function h(t,e){return n=[],c(t,e,u,!1),n}},{\"./lib/intersect\":37,\"./lib/sweep\":41,\"typedarray-pool\":308}],36:[function(t,e,r){\"use strict\";function n(t){return t?function(t,e,r,n,i,a,o,s,l,c,u){return i-n>l-s?function(t,e,r,n,i,a,o,s,l,c,u){for(var f=2*t,h=n,p=f*n;h<i;++h,p+=f){var d=a[e+p],g=a[e+p+t],m=o[h];t:for(var v=s,y=f*s;v<l;++v,y+=f){var x=c[e+y],b=c[e+y+t],_=u[v];if(!(b<d||g<x)){for(var w=e+1;w<t;++w){var T=a[w+p],k=a[w+t+p],A=c[w+y],M=c[w+t+y];if(k<A||M<T)continue t}var S=r(m,_);if(void 0!==S)return S}}}}(t,e,r,n,i,a,o,s,l,c,u):function(t,e,r,n,i,a,o,s,l,c,u){for(var f=2*t,h=s,p=f*s;h<l;++h,p+=f){var d=c[e+p],g=c[e+p+t],m=u[h];t:for(var v=n,y=f*n;v<i;++v,y+=f){var x=a[e+y],b=a[e+y+t],_=o[v];if(!(g<x||b<d)){for(var w=e+1;w<t;++w){var T=a[w+y],k=a[w+t+y],A=c[w+p],M=c[w+t+p];if(k<A||M<T)continue t}var S=r(_,m);if(void 0!==S)return S}}}}(t,e,r,n,i,a,o,s,l,c,u)}:function(t,e,r,n,i,a,o,s,l,c,u,f){return a-i>c-l?n?function(t,e,r,n,i,a,o,s,l,c,u){for(var f=2*t,h=n,p=f*n;h<i;++h,p+=f){var d=a[e+p],g=a[e+p+t],m=o[h];t:for(var v=s,y=f*s;v<l;++v,y+=f){var x=c[e+y],b=u[v];if(!(x<=d||g<x)){for(var _=e+1;_<t;++_){var w=a[_+p],T=a[_+t+p],k=c[_+y],A=c[_+t+y];if(T<k||A<w)continue t}var M=r(b,m);if(void 0!==M)return 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e=i.nextPow2(t);o.length<e&&(n.free(o),o=n.mallocInt32(e));s.length<e&&(n.free(s),s=n.mallocInt32(e));l.length<e&&(n.free(l),l=n.mallocInt32(e));c.length<e&&(n.free(c),c=n.mallocInt32(e));u.length<e&&(n.free(u),u=n.mallocInt32(e));f.length<e&&(n.free(f),f=n.mallocInt32(e));var r=8*e;h.length<r&&(n.free(h),h=n.mallocDouble(r))},sweepBipartite:function(t,e,r,n,i,u,f,g,m,v){for(var y=0,x=2*t,b=t-1,_=x-1,w=r;w<n;++w){var T=u[w],k=x*w;h[y++]=i[k+b],h[y++]=-(T+1),h[y++]=i[k+_],h[y++]=T}for(w=f;w<g;++w){T=v[w]+(1<<28);var A=x*w;h[y++]=m[A+b],h[y++]=-T,h[y++]=m[A+_],h[y++]=T}var M=y>>>1;a(h,M);var S=0,E=0;for(w=0;w<M;++w){var L=0|h[2*w+1];if(L>=1<<28)p(l,c,E--,L=L-(1<<28)|0);else if(L>=0)p(o,s,S--,L);else if(L<=-(1<<28)){L=-L-(1<<28)|0;for(var C=0;C<S;++C){if(void 0!==(P=e(o[C],L)))return P}d(l,c,E++,L)}else{L=-L-1|0;for(C=0;C<E;++C){var P;if(void 0!==(P=e(L,l[C])))return P}d(o,s,S++,L)}}},sweepComplete:function(t,e,r,n,i,g,m,v,y,x){for(var b=0,_=2*t,w=t-1,T=_-1,k=r;k<n;++k){var 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e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<=0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.gt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.lt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.le=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>=0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.find=function(t){for(var e=this._compare,r=this.root,n=[];r;){var i=e(t,r.key);if(n.push(r),0===i)return new h(this,n);r=i<=0?r.left:r.right}return new h(this,[])},l.remove=function(t){var e=this.find(t);return e?e.remove():this},l.get=function(t){for(var e=this._compare,r=this.root;r;){var n=e(t,r.key);if(0===n)return r.value;r=n<=0?r.left:r.right}};var p=h.prototype;function d(t,e){t.key=e.key,t.value=e.value,t.left=e.left,t.right=e.right,t._color=e._color,t._count=e._count}function g(t,e){return t<e?-1:t>e?1:0}Object.defineProperty(p,\"valid\",{get:function(){return this._stack.length>0}}),Object.defineProperty(p,\"node\",{get:function(){return this._stack.length>0?this._stack[this._stack.length-1]:null},enumerable:!0}),p.clone=function(){return new h(this.tree,this._stack.slice())},p.remove=function(){var t=this._stack;if(0===t.length)return this.tree;var e=new Array(t.length),r=t[t.length-1];e[e.length-1]=new n(r._color,r.key,r.value,r.left,r.right,r._count);for(var l=t.length-2;l>=0;--l){(r=t[l]).left===t[l+1]?e[l]=new n(r._color,r.key,r.value,e[l+1],r.right,r._count):e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count)}if((r=e[e.length-1]).left&&r.right){var c=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var u=e[c-1];e.push(new n(r._color,u.key,u.value,r.left,r.right,r._count)),e[c-1].key=r.key,e[c-1].value=r.value;for(l=e.length-2;l>=c;--l)r=e[l],e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count);e[c-1].left=e[c]}if(0===(r=e[e.length-1])._color){var f=e[e.length-2];f.left===r?f.left=null:f.right===r&&(f.right=null),e.pop();for(l=0;l<e.length;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&&d(r,r.right),r._color=1;for(l=0;l<e.length-1;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(1===e.length)return new s(this.tree._compare,null);for(l=0;l<e.length;++l)e[l]._count--;var h=e[e.length-2];return function(t){for(var e,r,n,s,l=t.length-1;l>=0;--l){if(e=t[l],0===l)return void(e._color=1);if((r=t[l-1]).left===e){if((n=r.right).right&&0===n.right._color){if(s=(n=r.right=i(n)).right=i(n.right),r.right=n.left,n.left=r,n.right=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).left===r?c.left=n:c.right=n;return void(t[l-1]=n)}if(n.left&&0===n.left._color){if(s=(n=r.right=i(n)).left=i(n.left),r.right=s.left,n.left=s.right,s.left=r,s.right=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).left===r?c.left=s:c.right=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.right=a(0,n));r.right=a(0,n);continue}n=i(n),r.right=n.left,n.left=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).left===r?c.left=n:c.right=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}else{if((n=r.left).left&&0===n.left._color){if(s=(n=r.left=i(n)).left=i(n.left),r.left=n.right,n.right=r,n.left=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).right===r?c.right=n:c.left=n;return void(t[l-1]=n)}if(n.right&&0===n.right._color){if(s=(n=r.left=i(n)).right=i(n.right),r.left=s.right,n.right=s.left,s.right=r,s.left=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).right===r?c.right=s:c.left=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.left=a(0,n));r.left=a(0,n);continue}var c;n=i(n),r.left=n.right,n.right=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).right===r?c.right=n:c.left=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(e),h.left===r?h.left=null:h.right=null,new s(this.tree._compare,e[0])},Object.defineProperty(p,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(p,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(p,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),p.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),p.update=function(t){var e=this._stack;if(0===e.length)throw new Error(\"Can't update empty node!\");var r=new Array(e.length),i=e[e.length-1];r[r.length-1]=new n(i._color,i.key,t,i.left,i.right,i._count);for(var a=e.length-2;a>=0;--a)(i=e[a]).left===e[a+1]?r[a]=new n(i._color,i.key,i.value,r[a+1],i.right,i._count):r[a]=new n(i._color,i.key,i.value,i.left,r[a+1],i._count);return new s(this.tree._compare,r[0])},p.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],70:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t(\"./lib/text.js\"),i=t(\"./lib/lines.js\"),a=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=u.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,u=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var f=a,h=s,p=o,d=l;c&1<<u&&(f=s,h=a,p=l,d=o),f[u]=r[0][u],h[u]=r[1][u],i[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var g=[0,0,0],m={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||m;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,u=o(r,n,i,a,s),f=u.cubeEdges,h=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E=g;for(A=0;A<3;++A)this.backgroundEnable[A]?E[A]=h[A]:E[A]=0;this._background.draw(r,n,i,a,E,this.backgroundColor),this._lines.bind(r,n,i,this);for(A=0;A<3;++A){var L=[0,0,0];h[A]>0?L[A]=a[1][A]:L[A]=a[0][A];for(var C=0;C<2;++C){var P=(A+1+C)%3,I=(A+1+(1^C))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,L,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(C=0;C<2;++C){P=(A+1+C)%3,I=(A+1+(1^C))%3;this.zeroEnable[I]&&Math.min(a[0][I],a[1][I])<=0&&Math.max(a[0][I],a[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,L,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var O=c(v,M[A].primalMinor),z=c(y,M[A].mirrorMinor),D=this.lineTickLength;for(C=0;C<3;++C){var R=k/r[5*C];O[C]*=D[C]*R,z[C]*=D[C]*R}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,O,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,H=c(x,M[A].primalOffset);for(C=0;C<3;++C)this.lineTickEnable[A]&&(H[C]+=k*U[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var q=[0,0,0];if(q[A]=1,this.tickEnable[A]){-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]=\"auto\"):this.tickAlign[A]=-1,F=1,\"auto\"===(S=[this.tickAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(A,U,V);for(C=0;C<3;++C)H[C]+=k*U[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],H,this.tickColor[A],q,B,S)}if(this.labelEnable[A]){F=0,B=[0,0,0],this.labels[A].length>4&&(N(A),F=1),\"auto\"===(S=[this.labelAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(C=0;C<3;++C)H[C]+=k*U[C]*this.labelPad[C]/r[5*C];H[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],H,this.labelColor[A],[0,0,0],B,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":71,\"./lib/cube.js\":72,\"./lib/lines.js\":73,\"./lib/text.js\":75,\"./lib/ticks.js\":76}],71:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[c]=d;for(var g=-1;g<=1;g+=2)f[u]=g,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var m=c;c=u,u=m}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":74,\"gl-buffer\":78,\"gl-vao\":150}],72:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=a[x][2];for(var b=0;b<2;++b){u[1]=a[b][1];for(var _=0;_<2;++_)u[0]=a[_][0],h(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);o(c[O],c[P],c[I],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);var O,z=d([l[O],l[P],l[I],l[O+(1<<M)+(1<<S)]]);C?E=z:L=z}L>E&&(w|=1<<A)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<<x)!==w&&N!==D)F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N)}var B=-1;for(x=0;x<3;++x){var N;if((N=R^1<<x)!==w&&N!==D&&N!==F)B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N)}var j=g;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=m,H=w;for(A=0;A<3;++A)V[A]=H&1<<A?-1:1;return v};var n=t(\"bit-twiddle\"),i=t(\"gl-mat4/multiply\"),a=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(c*h-u*f)}return o}var g=[1,1,1],m=[0,0,0],v={cubeEdges:g,axis:m}},{\"bit-twiddle\":32,\"gl-mat4/multiply\":100,\"robust-orientation\":284,\"split-polygon\":300}],73:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var g=+r[f][d].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var m=o.length/3|0;s[f]=h,l[f]=m-h;h=o.length/3|0;for(var v=0;v<r[f].length;++v){g=+r[f][v].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}m=o.length/3|0;c[f]=h,u[f]=m-h}var y=n(t,new Float32Array(o)),x=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,u=h(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var u=f(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=h(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var g=f(l);g[t]=1,this.shader.uniforms.screenAxis=g,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=h(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{\"./shaders\":74,\"gl-buffer\":78,\"gl-vao\":150}],74:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.line=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return i(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":132,glslify:231}],75:[function(t,e,r){(function(r){(function(){\"use strict\";e.exports=function(t,e,r,a,s,l){var u=n(t),f=i(t,[{buffer:u,size:3}]),h=o(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,a,s,l),p};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,f=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,f[0]=this.gl.drawingBufferWidth,f[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=f},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return a(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=u.positions,p=u.cells,d=0,g=p.length;d<g;++d)for(var m=p[d],v=2;v>=0;--v){var y=h[m[v]];o.push(f*y[0],-f*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(o.length/3|0)-f[d],c[d]=o.length/3|0;for(var g=0;g<n[d].length;++g)n[d][g].text&&s(n[d][g].x,n[d][g].text,n[d][g].font||i,n[d][g].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=f,this.labelCount=h},u.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this)}).call(this,t(\"_process\"))},{\"./shaders\":74,_process:5,\"gl-buffer\":78,\"gl-vao\":150,\"vectorize-text\":311}],76:[function(t,e,r){\"use strict\";function n(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,c=o%a;o<0?(l=0|-Math.ceil(l),c=0|-c):(l=0|Math.floor(l),c|=0);var u=\"\"+l;if(o<0&&(u=\"-\"+u),i){for(var f=\"\"+c;f.length<i;)f=\"0\"+f;return u+\".\"+f}return u}r.create=function(t,e){for(var r=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:n(e[i],o)});for(o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:n(e[i],o)});r.push(a)}return r},r.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},{}],77:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,l,f){var h=e.model||c,p=e.view||c,v=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,v,x,y)).axis;o(u,p,h),o(u,v,u);for(var _=g,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=m;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var L=0;L<2;++L){S[A]=x[L^w][A];for(var C=0;C<2;++C)S[M]=x[C^L^w][M],E.push(S.slice())}var P=y?5:4;for(L=P;L===P;++L){if(0===E.length)continue t;E=i.positive(E,T[L])}for(L=0;L<E.length;++L){M=E[L];var I=d(m,u,M,r,l);for(C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,M[C]),_[C].hi=Math.max(_[C].hi,M[C]),C!==k&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(I[C])))}}}}return _};var n=t(\"extract-frustum-planes\"),i=t(\"split-polygon\"),a=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(u*u+f*f)}return t}var g=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],m=[0,0,0]},{\"./lib/cube.js\":72,\"extract-frustum-planes\":67,\"gl-mat4/multiply\":100,\"gl-mat4/transpose\":109,\"gl-vec4/transformMat4\":221,\"split-polygon\":300}],78:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),i=t(\"ndarray-ops\"),a=t(\"ndarray\"),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function c(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function u(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:259,\"ndarray-ops\":254,\"typedarray-pool\":308}],79:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,f=1/0,h=-1/0,p=null,d=null,g=[],m=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(m=Math.min(m,_),v=!1):v=!0}v||(p=x,d=b),g.push(b)}var w=[s,c,f],T=[l,u,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(m)||(m=1),a.vectorScale=m;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A;y=0;for(var M=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],L=x[2],C=g[y],P=n.length(C)*k,I=0;I<8;I++){a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var O=a.positions.length;a.cells.push([O-6,O-5,O-4],[O-3,O-2,O-1])}return a};var i=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:i,traceType:\"cone\"})}},{\"./create_mesh\":80,\"./lib/shaders\":81,\"gl-vec3\":169}],80:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function g(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,g=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],g=+t.vertexIntensityBounds[1];else for(var m=0;m<p.length;++m){var v=p[m];d=Math.min(d,v),g=Math.max(g,v)}else for(m=0;m<n.length;++m){v=n[m][2];d=Math.min(d,v),g=Math.max(g,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(m=0;m<n.length;++m)for(var y=n[m],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(m=0;m<r.length;++m){var _=r[m];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];a.push(y[0],y[1],y[2],y[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(g-d),0]:[(y[2]-d)/(g-d),0],l.push(A[0],A[1]),f.push(m)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/h}if(this.triangleCount>0){var g=this.triShader;g.bind(),g.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=g(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var f=i(t),p=i(t),m=i(t),v=i(t),y=i(t),x=a(t,[{buffer:f,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new h(t,u,s,l,f,p,y,m,v,x,r.traceType||\"cone\");return b.update(e),b}},{colormap:53,\"gl-buffer\":78,\"gl-mat4/invert\":98,\"gl-mat4/multiply\":100,\"gl-shader\":132,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259}],81:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:231}],82:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORM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t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var g=this,m=[0|e,0|r];Object.defineProperties(m,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=m,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,g=t._useDepth,m=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=h(r,i,a,m,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),f(x)}u(r,e)}(this)}var g=d.prototype;function m(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,a),f(s)),u(n,a)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return m(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return m(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,m(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":146}],87:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,i=t(\"gl-constants/lookup\"),a=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var g=parseInt(d.split(\":\")[2]);if(isNaN(g))throw new Error(n(\"Could not parse error: %s\",d));h[g]=d}}var m=o(e).split(\"\\n\");for(p=0;p<m.length;p++)if(h[p+3]||h[p+2]||h[p+1]){var v=m[p];if(c+=v+\"\\n\",h[p+1]){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":9,\"gl-constants/lookup\":83,\"glsl-shader-name\":223,\"sprintf-js\":301}],88:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),i=o(r,l.pickVertex,l.pickFragment),a=s(r),u=s(r),f=s(r),h=s(r),p=new c(t,n,i,a,u,f,h);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),i=t(\"iota-array\"),a=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,f=c.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],c=a[3]-a[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-a[0])/l-1,u[7]=2*(r[1]-a[1])/c-1,e.bind();var f=e.uniforms;f.viewTransform=u,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=a[2]-a[0],u=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*c/f,t[4]=2*u/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var g=i.attributes;return this.positionBuffer.bind(),g.position.pointer(),this.weightBuffer.bind(),g.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),g.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,f,p,d=t.colorLevels||[0],g=t.colorValues||[0,0,0,1],m=d.length,v=this.bounds;l?(c=v[0]=r[0],u=v[1]=o[0],f=v[2]=r[r.length-1],p=v[3]=o[o.length-1]):(c=v[0]=r[0]+(r[1]-r[0])/2,u=v[1]=o[0]+(o[1]-o[0])/2,f=v[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=v[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var y=1/(f-c),x=1/(p-u),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,I;l?(P=x*(o[C]-u),I=x*(o[C+1]-u)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-u):x*(o[C]-(o[C]-o[C-1])/2-u),I=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-u):x*(o[C]+(o[C]-o[C-1])/2-u));for(var O=0;O<E;++O){var z,D;l?(z=y*(r[O]-c),D=y*(r[O+1]-c)):(z=O<b-1?y*(r[O]-(r[O+1]-r[O])/2-c):y*(r[O]-(r[O]-r[O-1])/2-c),D=O<b-1?y*(r[O]+(r[O+1]-r[O])/2-c):y*(r[O]+(r[O]-r[O-1])/2-c));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],H=s[l?(C+V)*b+(O+U):C*b+O],q=n.le(d,H);if(q<0)F=g[0],B=g[1],N=g[2],j=g[3];else if(q===m-1)F=g[4*m-4],B=g[4*m-3],N=g[4*m-2],j=g[4*m-1];else{var G=(H-d[q])/(d[q+1]-d[q]),Y=1-G,W=4*q,X=4*(q+1);F=Y*g[W]+G*g[X],B=Y*g[W+1]+G*g[X+1],N=Y*g[W+2]+G*g[X+2],j=Y*g[W+3]+G*g[X+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*z+.5*D,k[2*S+1]=.5*P+.5*I,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+O,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":89,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-shader\":132,\"iota-array\":235,\"typedarray-pool\":308}],89:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:231}],90:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{\"gl-shader\":132,glslify:231}],91:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=a(e,u);d.wrap=e.REPEAT;var g=new v(e,r,o,s,l,d);return g.update(t),g};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"gl-texture2d\"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t(\"binary-search-bounds\"),c=t(\"ndarray\"),u=t(\"./lib/shaders\"),f=u.createShader,h=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function g(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function m(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:g(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:g(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,u=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],g=t.lineWidth||1,m=!1;t:for(e=1;e<h.length;++e){var v,y,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);u+=2,m=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(g)?g.length>e-1?g[e-1]:g.length>0?g[g.length-1]:[0,0,0,1]:g;var T=s;if(s+=d(b,_),m){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,m=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=u,this.points=o,this.arcLength=a,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var A=c(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)A.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?A.set(e,0,0,0):A.set(e,0,0,255)}this.texture.setPixels(A)}},y.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=n,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2],0),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new m(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),c=1-a,u=[0,0,0],f=0;f<3;++f)u[f]=c*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new m(e,u,h,this.points[h])}},{\"./lib/shaders\":90,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259}],92:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],93:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return 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t[0]=1-(p+g),t[1]=f+y,t[2]=h-v,t[3]=0,t[4]=f-y,t[5]=1-(u+g),t[6]=d+m,t[7]=0,t[8]=h+v,t[9]=d-m,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],97:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],98:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15],y=r*s-n*o,x=r*l-i*o,b=r*c-a*o,_=n*l-i*s,w=n*c-a*s,T=i*c-a*l,k=u*g-f*d,A=u*m-h*d,M=u*v-p*d,S=f*m-h*g,E=f*v-p*g,L=h*v-p*m,C=y*L-x*E+b*S+_*M-w*A+T*k;if(!C)return null;return C=1/C,t[0]=(s*L-l*E+c*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(g*T-m*w+v*_)*C,t[3]=(h*w-f*T-p*_)*C,t[4]=(l*M-o*L-c*A)*C,t[5]=(r*L-i*M+a*A)*C,t[6]=(m*b-d*T-v*x)*C,t[7]=(u*T-h*b+p*x)*C,t[8]=(o*E-s*M+c*k)*C,t[9]=(n*M-r*E-a*k)*C,t[10]=(d*w-g*b+v*y)*C,t[11]=(f*b-u*w-p*y)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(g*x-d*_-m*y)*C,t[15]=(u*_-f*x+h*y)*C,t}},{}],99:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,i){var a,o,s,l,c,u,f,h,p,d,g=e[0],m=e[1],v=e[2],y=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];if(Math.abs(g-_)<1e-6&&Math.abs(m-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);f=g-_,h=m-w,p=v-T,d=1/Math.sqrt(f*f+h*h+p*p),a=x*(p*=d)-b*(h*=d),o=b*(f*=d)-y*p,s=y*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0);l=h*s-p*o,c=p*a-f*s,u=f*o-h*a,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=c,t[6]=h,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(a*g+o*m+s*v),t[13]=-(l*g+c*m+u*v),t[14]=-(f*g+h*m+p*v),t[15]=1,t}},{\"./identity\":97}],100:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],g=e[12],m=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*g,t[1]=x*i+b*l+_*h+w*m,t[2]=x*a+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*g,t[5]=x*i+b*l+_*h+w*m,t[6]=x*a+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*g,t[9]=x*i+b*l+_*h+w*m,t[10]=x*a+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*g,t[13]=x*i+b*l+_*h+w*m,t[14]=x*a+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],101:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t}},{}],102:[function(t,e,r){e.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},{}],103:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);if(Math.abs(P)<1e-6)return null;E*=P=1/P,L*=P,C*=P,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],c=e[2],u=e[3],f=e[4],h=e[5],p=e[6],d=e[7],g=e[8],m=e[9],v=e[10],y=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+g*_,t[1]=l*x+h*b+m*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+f*T+g*k,t[5]=l*w+h*T+m*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*A+f*M+g*S,t[9]=l*A+h*M+m*S,t[10]=c*A+p*M+v*S,t[11]=u*A+d*M+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],104:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],105:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i-c*n,t[1]=o*i-u*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+c*i,t[9]=o*n+u*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],106:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],f=e[6],h=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],107:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],108:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,c,u,f,h,p,d,g=r[0],m=r[1],v=r[2];e===t?(t[12]=e[0]*g+e[4]*m+e[8]*v+e[12],t[13]=e[1]*g+e[5]*m+e[9]*v+e[13],t[14]=e[2]*g+e[6]*m+e[10]*v+e[14],t[15]=e[3]*g+e[7]*m+e[11]*v+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*g+s*m+f*v+e[12],t[13]=i*g+l*m+h*v+e[13],t[14]=a*g+c*m+p*v+e[14],t[15]=o*g+u*m+d*v+e[15]);return t}},{}],109:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],110:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),i=t(\"polytope-closest-point/lib/closest_point_2d.js\");function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}e.exports=function(t,e,r,a,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),f=0;f<t.length;++f)u[f]=o(t[f],r,a,l,c);var h=0,p=1/0;for(f=0;f<u.length;++f){for(var d=0,g=0;g<2;++g)d+=Math.pow(u[f][g]-e[g],2);d<p&&(p=d,h=f)}var m=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),a=Math.sqrt(a),r+a<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(f=0;f<3;++f){if(m[f]<-.001||m[f]>1.0001)return null;v+=m[f]}if(Math.abs(v-1)>.001)return null;return[h,s(t,m),m]}},{barycentric:14,\"polytope-closest-point/lib/closest_point_2d.js\":270}],111:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:231}],112:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),f=t(\"colormap\"),h=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),g=t(\"./lib/closest-point\"),m=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,g,m,v,y,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=m,this.edgeUVs=v,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function C(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var c=r[l],u=0;u<2;++u){var f=c[0];2===c.length&&(f=c[u]);for(var d=n[f][0],g=n[f][1],m=i[f],v=1-m,y=this.positions[d],x=this.positions[g],b=0;b<3;++b)o[s++]=m*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],c=[],h=[],p=[],d=[],g=[],m=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,I=t.cellUVs,O=t.cellIntensity,z=1/0,D=-1/0;if(!C&&!I)if(P)if(t.vertexIntensityBounds)z=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];z=Math.min(z,F),D=Math.max(D,F)}else if(O)if(t.cellIntensityBounds)z=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<O.length;++R){F=O[R];z=Math.min(z,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];z=Math.min(z,F),D=Math.max(D,F)}this.intensity=P||(O||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(O||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,H=0,q=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?y.push(X[0],X[1],X[2],this.opacity):(y.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],x.push(Z[0],Z[1]),B?b.push(B[W]):b.push(N),_.push(R),q+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],g.push(Z[0],Z[1]),m.push(R)}H+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,X,Z,J;j=n[W=G[2-U]];i.push(j[0],j[1],j[2]),(X=S?S[W]:E?E[R]:L)?this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?a.push(X[0],X[1],X[2],this.opacity):(a.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],c.push(Z[0],Z[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=q,this.edgeCount=H,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(m)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var f,h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],f=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=g(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\");if(!r)throw new Error(\"derivatives not supported\");var n=M(t),s=S(t),l=E(t),c=L(t),f=C(t),h=P(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),g=i(t),m=i(t),v=i(t),y=i(t),x=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),k=i(t),A=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),I=i(t),O=i(t),z=i(t),D=i(t),R=i(t),F=a(t,[{buffer:I,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:O,type:t.FLOAT,size:4},{buffer:z,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=i(t),N=a(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,f,h,d,y,g,m,v,x,b,k,_,w,A,I,R,O,z,D,F,B,N);return j.update(e),j}},{\"./lib/closest-point\":110,\"./lib/shaders\":111,colormap:53,\"gl-buffer\":78,\"gl-mat4/invert\":98,\"gl-mat4/multiply\":100,\"gl-shader\":132,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259,normals:261,\"simplicial-complex-contour\":291,\"typedarray-pool\":308}],113:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=i(e,a.boxVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,c=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":116,\"gl-buffer\":78,\"gl-shader\":132}],114:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,o.gridVert,o.gridFrag),l=i(e,o.tickVert,o.gridFrag);return new s(t,r,a,l)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,f,h,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,g=0;g<2;++g){var m=a[g],v=a[g+2]-m,y=.5*(o[g+2]+o[g]),x=o[g+2]-o[g];u[g]=2*v/x,c[g]=2*(m-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(g=0;g<2;++g){f[0]=f[1]=0,f[g]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[g]/(s[g+2]-s[g])*d,r.uniforms.color=h[g];var _=6*n[g].length;p[g]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,g=s.viewBox,m=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=g[2]-g[0],_=g[3]-g[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,I=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),O=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),z=0+6*I,D=6*Math.max(0,O-I),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(g[0]-E[1])/y-1,i[1]=(g[3]+g[1])/x-1,o[0]=E[1]*m/y,o[1]=L[1]*m/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(g[2]+g[0])/y-1,i[1]=2*(g[1]-E[0])/x-1,o[0]=L[0]*m/y,o[1]=E[0]*m/x,D&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D)),i[0]=2*(g[2]+E[3])/y-1,i[1]=(g[3]+g[1])/x-1,o[0]=E[3]*m/y,o[1]=L[3]*m/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(g[2]+g[0])/y-1,i[1]=2*(g[3]+E[2])/x-1,o[0]=L[2]*m/y,o[1]=E[2]*m/x,D&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],c=r[o],u=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-c)/(u-c);s.push(d);for(var g=0;g<6;++g)n[i++]=d,n[i++]=h[g],n[i++]=p[g]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":116,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-shader\":132}],115:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=i(e,a.lineVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=i*o.pixelRatio,c.uniforms.color=a,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":116,\"gl-buffer\":78,\"gl-shader\":132}],116:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:231}],117:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,s.textVert,s.textFrag);return new l(t,r,a)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,f,h,p,d,g=l.prototype;g.drawTicks=(c=[0,0],u=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,g=e.tickPad,m=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];u[1^t]=M*s[1^t]-1,d[t]&&(u[1^t]-=M*p*g[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t],r.uniforms.angle=v[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t]&&T&&(u[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),u[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=M*p*g[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t+2],r.uniforms.angle=v[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t+2]&&T&&(u[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),g.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-a[u])/(a[2+u]-a[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),g.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],f=a[o],g=a[o+2]-f,m=i[o],v=i[o+2]-m;p[o]=2*l/u*g/v,h[o]=2*(s-c)/u*g/v}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),g.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,g=p.text,m=p.font||\"sans-serif\";i=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=g.split(\"\\n\"),b=0;b<x.length;b++)for(n=a(m,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=u,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},g.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":116,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-shader\":132,\"text-cache\":303}],118:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=i(c),c.text=a(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),i=t(\"./lib/grid\"),a=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var g=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(g,e[1],g,e[3],p[d],h[d]):o.drawLine(e[0],g,e[2],g,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var m=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(m[1]&&o.drawLine(r[0],r[1]-.5*v[1]*i,r[0],r[3]+.5*v[3]*i,v[1],y[1]),m[0]&&o.drawLine(r[0]-.5*v[0]*i,r[1],r[2]+.5*v[2]*i,r[1],v[0],y[0]),m[3]&&o.drawLine(r[2],r[1]-.5*v[1]*i,r[2],r[3]+.5*v[3]*i,v[3],y[3]),m[2]&&o.drawLine(r[0]-.5*v[0]*i,r[3],r[2]+.5*v[2]*i,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var f=c[u].pick(a,o,l);if(f)return f}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":113,\"./lib/grid\":114,\"./lib/line\":115,\"./lib/text\":117,\"gl-select-static\":131}],119:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;c.idle(e-r),c.recalcMatrix(i),c.flush(e-(100+2*r));for(var a=!0,o=c.computedMatrix,s=0;s<16;++s)a=a&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),i=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var a=n();c._active.lookAt(a,r,i,e),c._active.lookAt(a+500,r,i,[0,0,1]),c._active.flush(a)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,h=!!a.control,p=!!a.alt,g=!!a.shift,m=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&m&&!h&&!p&&!g||m&&!h&&!p&&g)&&c.rotate(A,w*k*b,-T*k*_,0),(l&&m&&!h&&!p&&!g||v||m&&h&&!p&&!g)&&c.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),u&&m&&!h&&!p&&!g||y||m&&!h&&p&&!g)){var M=-d.zoomSpeed*_/window.innerHeight*(A-c.lastT())*100;c.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))c.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-c.lastT())/20;c.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),i=t(\"3d-view\"),a=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":7,\"has-passive-events\":232,\"mouse-change\":247,\"mouse-event-offset\":248,\"mouse-wheel\":250,\"right-now\":278}],120:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":132,glslify:231}],121:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),i=t(\"gl-axes3d\"),a=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),f=t(\"gl-mat4/perspective\"),h=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function g(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function m(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement(\"canvas\"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error(\"webgl not supported\");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new g,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],I=!0,O=!0,z=new Array(16),D=new Array(16),R={view:null,projection:z,model:D,_ortho:!1},F=(O=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:A,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,O=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*N.pixelRatio),a=0|Math.ceil(n*N.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,F);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function H(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener(\"resize\",U),N.update=function(t){N._stopped||(t=t||{},I=!0,O=!0)},N.add=function(t){N._stopped||(t.axes=A,E.push(t),L.push(-1),I=!0,O=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),I=!0,O=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",H),N.mouseListener.enabled=!1,!N.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(O=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<i;++c){var u=E[c];if(L[c]===s){var f=u.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),I=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),I=!0),(o=o||x.object!==a)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",H);var q=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[q[0].slice(),q[1].slice()];function Y(){if(!H()){U();var t=N.camera.tick();R.view=N.camera.matrix,I=I||t,O=O||t,A.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=q[0],i=q[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=N.pixelRatio,C.axes=N.axes,I=I||!!C.dirty,O=O||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var g=.05*(i[p]-n[p]);n[p]=n[p]-g,i[p]=i[p]+g}d[0][p]=n[p],d[1][p]=i[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(O=O||v,I=I||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=m((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:y}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,c),n._ortho=!0):(f(i,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var g=0;for(d=0;d<3;++d)g=Math.max(g,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/g,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(C=E[o]).axesBounds=d,N.clipToBounds&&(C.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),O&&(O=!1,function(){if(!H()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=j,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}i.end()}}}()),N.axesPixels=a(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;A.enable&&(M=M||A.isTransparent(),A.draw(R)),S.axes=A,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(C=E[o]).axes=A,C.pixelRatio=N.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(R),C.isTransparent&&C.isTransparent()&&(M=!0)}if(M){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}I=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(I=!0,Y())},N},createCamera:n}},{\"./camera.js\":119,\"./lib/shader\":120,\"a-big-triangle\":8,\"gl-axes3d\":70,\"gl-axes3d/properties\":77,\"gl-fbo\":86,\"gl-mat4/ortho\":101,\"gl-mat4/perspective\":102,\"gl-select-static\":131,\"gl-spikes3d\":141,\"is-mobile\":238,\"mouse-change\":247}],122:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:231}],123:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,a=i(r),l=i(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),f=new s(t,a,l,c,u);return f.update(e),t.addObject(f),f};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),c=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),i||a.free(l),o||a.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},{\"./lib/shader\":122,\"gl-buffer\":78,\"gl-shader\":132,\"typedarray-pool\":308}],124:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c=e[0],u=e[1],f=e[2],h=e[3],p=r[0],d=r[1],g=r[2],m=r[3];(a=c*p+u*d+f*g+h*m)<0&&(a=-a,p=-p,d=-d,g=-g,m=-m);1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*f+l*g,t[3]=s*h+l*m,t}},{}],125:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],126:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=u.positions.length;for(l=0;l<h;++l){var p=u.positions[l];for(c=0;c<2;++c)f[0][c]=Math.min(f[0][c],p[c]),f[1][c]=Math.max(f[1][c],p[c])}return a[t]=[s,u,f]};var i={}},{\"vectorize-text\":311}],127:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:u},h={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:a,fragment:c,attributes:u},g={vertex:o,fragment:c,attributes:u},m={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}r.createPerspective=function(t){return v(t,f)},r.createOrtho=function(t){return v(t,h)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,g)},r.createPickProject=function(t){return v(t,m)}},{\"gl-shader\":132,glslify:231}],128:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t||t>1?1:t}function m(t,e,r,n,i,a,o,s,l,c,u,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),g=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new m(e,r,n,o,f,h,p,d,g,s,c,u);return v.update(t),v};var v=m.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function L(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||f,u=r.view||f,h=r.projection||f,d=e.axesBounds,g=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var m=0;m<3;++m)if(a[m]){l.scale=e.projectScale[m],l.opacity=e.projectOpacity[m];for(var v=T,L=0;L<16;++L)v[L]=0;for(L=0;L<4;++L)v[5*L]=1;v[5*m]=0,i[m]<0?v[12+m]=d[0][m]:v[12+m]=d[1][m],s(v,c,v),l.model=v;var C=(m+1)%3,P=(m+2)%3,I=M(x),O=M(b);I[C]=1,O[P]=1;var z=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,O));if(Math.abs(z[1])>Math.abs(D[1])){var R=z;z=D,D=R,R=I,I=O,O=R;var F=C;C=P,P=F}z[0]<0&&(I[C]=-1),D[1]>0&&(O[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(c[4*C+L],2),N+=Math.pow(c[4*P+L],2);I[C]/=Math.sqrt(B),O[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=O,l.fragClipBounds[0]=E(k,g[0],m,-1e8),l.fragClipBounds[1]=E(k,g[1],m,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var C=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&&L(e,r,n,i),a===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||f,l.view=n.view||f,l.projection=n.projection||f,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=C,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=i,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=u(a);var o=!0;n(a)&&(a=\"\\u25bc\",o=!1);var s=c(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=g(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)i=c[0],a=c[1];else{i=[],a=[];for(n=0;n<c.length;++n)i[n]=c[n][0],a[n]=c[n][1]}var u=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,p=t.color,d=t.size,m=t.angle,v=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=I(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;x+=3*k.cells.length,b+=2*A.edges.length}}var S=x+b,E=o.mallocFloat(3*S),L=o.mallocFloat(4*S),C=o.mallocFloat(2*S),P=o.mallocUint32(S);if(S>0){var O=0,z=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=I(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)D[T]=U[T];D[3]=1}else if(4===U.length){for(T=0;T<4;++T)D[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(v)){var U;if(3===(U=B?n<v.length?v[n]:[0,0,0,0]:v).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var H=0;Array.isArray(m)?H=n<m.length?+m[n]:0:m&&(H=+m);var q=Math.cos(H),G=Math.sin(H);for(w=s[n],T=0;T<3;++T)f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T]);var Y=i,W=a;Y=0;Array.isArray(i)?Y=n<i.length?i[n]:0:i&&(Y=i);W=0;Array.isArray(a)?W=n<a.length?a[n]:0:a&&(W=a);var X=[Y*=Y>0?1-M[0][0]:Y<0?1+M[1][0]:1,W*=W>0?1-M[0][1]:W<0?1+M[1][1]:1],Z=k.cells||[],J=k.positions||[];for(T=0;T<Z.length;++T)for(var K=Z[T],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*O+$]=w[$];for($=0;$<4;++$)L[4*O+$]=D[$];P[O]=y;var tt=J[K[Q]];C[2*O]=V*(q*tt[0]-G*tt[1]+X[0]),C[2*O+1]=V*(G*tt[0]+q*tt[1]+X[1]),O+=1}for(Z=A.edges,J=A.positions,T=0;T<Z.length;++T)for(K=Z[T],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)L[4*z+$]=R[$];P[z]=y;tt=J[K[Q]];C[2*z]=V*(q*tt[0]-G*tt[1]+X[0]),C[2*z+1]=V*(G*tt[0]+q*tt[1]+X[1]),z+=1}}}this.bounds=[u,f],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(L),this.glyphBuffer.update(C),this.idBuffer.update(P),o.free(E),o.free(L),o.free(C),o.free(P)},v.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":125,\"./lib/glyphs\":126,\"./lib/shaders\":127,\"gl-buffer\":78,\"gl-mat4/multiply\":100,\"gl-vao\":150,\"is-string-blank\":239,\"typedarray-pool\":308}],129:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:231}],130:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=i(r,[0,0,0,1,1,0,1,1]),l=n(r,a.boxVertex,a.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,f=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],h=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(f=Math.max(f,c[0]),h=Math.max(h,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<f||d<h)){o.bind();var g=s[2]-s[0],m=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,g,h,i),o.drawBox(0,h,f,d,i),o.drawBox(0,d,g,m,i),o.drawBox(p,h,g,d,i)),this.innerFill&&o.drawBox(f,h,p,d,n),r>0){var v=r*u;o.drawBox(f-v,h-v,p+v,h+v,a),o.drawBox(f-v,d-v,p+v,d+v,a),o.drawBox(f-v,h-v,f+v,d+v,a),o.drawBox(p-v,h-v,p+v,d+v,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":129,\"gl-buffer\":78,\"gl-shader\":132}],131:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=e[0],a=e[1],o=n(t,r,a,{}),s=i.mallocUint8(r*a*4);return new l(t,o,s)};var n=t(\"gl-fbo\"),i=t(\"typedarray-pool\"),a=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function l(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var n=this;this._readCallback=function(){n.gl&&(e.bind(),t.readPixels(0,0,e.shape[0],e.shape[1],t.RGBA,t.UNSIGNED_BYTE,n.buffer),n._readTimeout=null)}}var c=l.prototype;Object.defineProperty(c,\"shape\",{get:function(){return this.gl?this.fbo.shape.slice():[0,0]},set:function(t){if(this.gl){this.fbo.shape=t;var e=this.fbo.shape[0],r=this.fbo.shape[1];if(r*e*4>this.buffer.length){i.free(this.buffer);for(var n=this.buffer=i.mallocUint8(o(r*e*4)),a=0;a<r*e*4;++a)n[a]=255}return t}}}),c.begin=function(){var t=this.gl;this.shape;t&&(this.fbo.bind(),t.clearColor(1,1,1,1),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT))},c.end=function(){var t=this.gl;t&&(t.bindFramebuffer(t.FRAMEBUFFER,null),this._readTimeout||clearTimeout(this._readTimeout),this._readTimeout=setTimeout(this._readCallback,1))},c.query=function(t,e,r){if(!this.gl)return null;var n=this.fbo.shape.slice();t|=0,e|=0,\"number\"!=typeof r&&(r=1);var i=0|Math.min(Math.max(t-r,0),n[0]),o=0|Math.min(Math.max(t+r,0),n[0]),l=0|Math.min(Math.max(e-r,0),n[1]),c=0|Math.min(Math.max(e+r,0),n[1]);if(o<=i||c<=l)return null;var u=[o-i,c-l],f=a(this.buffer,[u[0],u[1],4],[4,4*n[0],1],4*(i+n[0]*l)),h=function(t,e,r){for(var n=1e8,i=-1,a=-1,o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++){var u=t.get(l,c,0),f=t.get(l,c,1),h=t.get(l,c,2),p=t.get(l,c,3);if(u<255||f<255||h<255||p<255){var d=e-l,g=r-c,m=d*d+g*g;m<n&&(n=m,i=l,a=c)}}return[i,a,n]}(f.hi(u[0],u[1],1),r,r),p=h[0],d=h[1];return p<0||Math.pow(this.radius,2)<h[2]?null:new s(p+i|0,d+l|0,f.get(p,d,0),[f.get(p,d,1),f.get(p,d,2),f.get(p,d,3)],Math.sqrt(h[2]))},c.dispose=function(){this.gl&&(this.fbo.dispose(),i.free(this.buffer),this.gl=null,this._readTimeout&&clearTimeout(this._readTimeout))}},{\"bit-twiddle\":32,\"gl-fbo\":86,ndarray:259,\"typedarray-pool\":308}],132:[function(t,e,r){\"use strict\";var n=t(\"./lib/create-uniforms\"),i=t(\"./lib/create-attributes\"),a=t(\"./lib/reflect\"),o=t(\"./lib/shader-cache\"),s=t(\"./lib/runtime-reflect\"),l=t(\"./lib/GLError\");function c(t){this.gl=t,this.gl.lastAttribCount=0,this._vref=this._fref=this._relink=this.vertShader=this.fragShader=this.program=this.attributes=this.uniforms=this.types=null}var u=c.prototype;function f(t,e){return t.name<e.name?-1:1}u.bind=function(){var t;this.program||this._relink();var e=this.gl.getProgramParameter(this.program,this.gl.ACTIVE_ATTRIBUTES),r=this.gl.lastAttribCount;if(e>r)for(t=r;t<e;t++)this.gl.enableVertexAttribArray(t);else if(r>e)for(t=e;t<r;t++)this.gl.disableVertexAttribArray(t);this.gl.lastAttribCount=e,this.gl.useProgram(this.program)},u.dispose=function(){for(var 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w=c[y];if(w.type.indexOf(\"mat\")>=0){for(var T=0|w.type.charAt(w.type.length-1),k=new Array(T),A=0;A<T;++A)k[A]=_.length,b.push(w.name+\"[\"+A+\"]\"),\"number\"==typeof w.location?_.push(w.location+A):Array.isArray(w.location)&&w.location.length===T&&\"number\"==typeof w.location[A]?_.push(0|w.location[A]):_.push(-1);x.push({name:w.name,type:w.type,locations:k})}else x.push({name:w.name,type:w.type,locations:[_.length]}),b.push(w.name),\"number\"==typeof w.location?_.push(0|w.location):_.push(-1)}var M=0;for(y=0;y<_.length;++y)if(_[y]<0){for(;_.indexOf(M)>=0;)M+=1;_[y]=M}var S=new Array(r.length);function E(){h.program=o.program(p,h._vref,h._fref,b,_);for(var t=0;t<r.length;++t)S[t]=p.getUniformLocation(h.program,r[t].name)}E(),h._relink=E,h.types={uniforms:a(r),attributes:a(c)},h.attributes=i(p,h,x,_),Object.defineProperty(h,\"uniforms\",n(p,h,r,S))},e.exports=function(t,e,r,n,i){var a=new c(t);return 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h=c,p=u,d=0;d<3;++d)i&&i[d]<0?(h[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(h[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);f[0]=e.drawingBufferWidth,f[1]=e.drawingBufferHeight,n.uniforms.model=a,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,h,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=f;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":140,\"gl-buffer\":78,\"gl-vao\":150}],142:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:231}],143:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),i=t(\"gl-vec4\"),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],f=[],h=[],p=[],d=[],g=0,m=0,v=i.create(),y=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),m=n.length(_)/a,v=i.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(y,v,v,v,y,y),d.push(g,m,m,m,g,g);var A=c.length;u.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=y;y=v,v=S;var E=g;g=m,m=E}return{positions:c,cells:u,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<u.length;s++){var g=u[s],m=f.length;f=f.concat(g.positions),p=p.concat(g.vectors),d=d.concat(g.vertexIntensity);for(c=0;c<g.cells.length;c++){var v=g.cells[c],y=[];h.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+m)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,u=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,o=t[0],c=t[1],u=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=s(a[0],o),g=s(a[1],c),m=s(a[2],u),v=d+1,y=g+1,x=m+1;if(d=l(d,0,f-1),v=l(v,0,f-1),g=l(g,0,h-1),y=l(y,0,h-1),m=l(m,0,p-1),x=l(x,0,p-1),d<0||g<0||m<0||v>f-1||y>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][v],E=a[1][g],L=a[1][y],C=a[2][m],P=(o-M)/(S-M),I=(c-E)/(L-E),O=(u-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(O)||(O=.5),r.reversedX&&(d=f-1-d,v=f-1-v),r.reversedY&&(g=h-1-g,y=h-1-y),r.reversedZ&&(m=p-1-m,x=p-1-x),r.filled){case 5:k=m,A=x,w=g*p,T=y*p,b=d*p*h,_=v*p*h;break;case 4:k=m,A=x,b=d*p,_=v*p,w=g*p*f,T=y*p*f;break;case 3:w=g,T=y,k=m*h,A=x*h,b=d*h*p,_=v*h*p;break;case 2:w=g,T=y,b=d*h,_=v*h,k=m*h*f,A=x*h*f;break;case 1:b=d,_=v,k=m*f,A=x*f,w=g*f*p,T=y*f*p;break;default:b=d,_=v,w=g*f,T=y*f,k=m*f*h,A=x*f*h}var z=i[b+w+k],D=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),H=n.create(),q=n.create(),G=n.create();n.lerp(V,z,B,P),n.lerp(H,D,N,P),n.lerp(q,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,q,I),n.lerp(W,H,G,I);var X=n.create();return n.lerp(X,Y,W,O),X}(e,t,p)},g=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},m=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/i,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,l=0;l<s;l++){var u=t[l],f=u[0],h=u[1],p=u[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),g=c(r),m=c(n),v=Math.min(d,g,m);return isFinite(v)?v:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],I=[],O=d(C),z=C;I.push(O);var D=[],R=g(C,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),m.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*i&&P.length<i&&T(C);){B++;var N=n.clone(O),j=n.squaredLength(N);if(0===j)break;if(j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),O=d(N),n.squaredDistance(z,N)-A>-1e-4*A){P.push(N),z=N,I.push(O);R=g(N,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}C=N}}var U=o(m,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*u*M/S),U};var u=t(\"./lib/shaders\"),f=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return f(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":142,\"gl-cone3d\":79,\"gl-vec3\":169,\"gl-vec4\":205}],144:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":132,glslify:231}],145:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=i(e),u=a(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),g=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var m=new M(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,g,s,l,f,h,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||\"jet\",m.update(v),m};var n=t(\"bit-twiddle\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),f=t(\"ndarray\"),h=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),g=t(\"binary-search-bounds\"),m=t(\"ndarray-gradient\"),v=t(\"./lib/shaders\"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function A(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function M(t,e,r,n,i,a,o,l,c,u,h,p,d,g,m){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=m,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new A([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=M.prototype;S.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:256,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},S.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},S.isOpaque=function(){return!this.isTransparent()},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],L={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function C(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=L.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var c=L.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)c[i][n]=t.clipBounds[i][n];c[0][r]=-1e8,c[1][r]=1e8}return L.showSurface=o,L.showContour=s,L}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),O=[1,0,0,0,1,0,0,0,1];function z(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=O,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var c=s[12+i];for(o=0;o<3;++o)c+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=c/l}var u=C(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[i],this._shader.uniforms.clipBounds=u.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=k[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=u.projections[i],f.uniforms.clipBounds=u.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g<this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==g&&g-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&&(f.uniforms.height=this.contourLevels[o][g],h.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=k[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=u.projections[o],f.uniforms.clipBounds=u.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return z.call(this,t,!1)},S.drawTransparent=function(t){return z.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=O;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=C(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=k[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=k[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var c=0;c<this.contourLevels[a].length;++c)this._contourCounts[a][c]&&(s.uniforms.height=this.contourLevels[a][c],l.draw(e.LINES,this._contourCounts[a][c],this._contourOffsets[a][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var f=u?a:1-a,h=0;h<2;++h)for(var p=i+u,d=s+h,m=f*(h?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*m;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=g.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=R(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=R(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=R(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=B(t.contourColor)),\"contourProject\"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=B(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var c=l[o];for(v=0;v<2;++v)if(c.shape[v]!==a[v])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var g=[0,0];g[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],g,0)}this._field[0].set(0,0,0);for(var v=0;v<a[0];++v)this._field[0].set(v+1,0,v);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),v=0;v<a[1];++v)this._field[1].set(0,v+1,v);this._field[1].set(0,a[1]+1,a[1]-1)}var y=this._field,x=f(s.mallocFloat(3*y[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)m(x.pick(o),y[o],\"mirror\");var b=f(s.mallocFloat(3*y[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(v=0;v<a[1]+2;++v){var _=x.get(0,o,v,0),w=x.get(0,o,v,1),k=x.get(1,o,v,0),A=x.get(1,o,v,1),M=x.get(2,o,v,0),S=x.get(2,o,v,1),E=k*S-A*M,L=M*w-S*_,C=_*A-w*k,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,v,0,E*P),b.set(o,v,1,L*P),b.set(o,v,2,C*P)}s.free(x.data);var I=[1/0,1/0,1/0],O=[-1/0,-1/0,-1/0],z=1/0,D=-1/0,F=(a[0]-1)*(a[1]-1)*6,N=s.mallocFloat(n.nextPow2(10*F)),j=0,U=0;for(o=0;o<a[0]-1;++o)t:for(v=0;v<a[1]-1;++v){for(var V=0;V<2;++V)for(var H=0;H<2;++H)for(var q=0;q<3;++q){var G=this._field[q].get(1+o+V,1+v+H);if(isNaN(G)||!isFinite(G))continue t}for(q=0;q<6;++q){var Y=o+T[q][0],W=v+T[q][1],X=this._field[0].get(Y+1,W+1),Z=this._field[1].get(Y+1,W+1);G=this._field[2].get(Y+1,W+1),E=b.get(Y+1,W+1,0),L=b.get(Y+1,W+1,1),C=b.get(Y+1,W+1,2),t.intensity&&(J=t.intensity.get(Y,W));var J=t.intensity?t.intensity.get(Y,W):G+this.objectOffset[2];N[j++]=Y,N[j++]=W,N[j++]=X,N[j++]=Z,N[j++]=G,N[j++]=0,N[j++]=J,N[j++]=E,N[j++]=L,N[j++]=C,I[0]=Math.min(I[0],X+this.objectOffset[0]),I[1]=Math.min(I[1],Z+this.objectOffset[1]),I[2]=Math.min(I[2],G+this.objectOffset[2]),z=Math.min(z,J),O[0]=Math.max(O[0],X+this.objectOffset[0]),O[1]=Math.max(O[1],Z+this.objectOffset[1]),O[2]=Math.max(O[2],G+this.objectOffset[2]),D=Math.max(D,J),U+=1}}for(t.intensityBounds&&(z=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<j;o+=10)N[o]=(N[o]-z)/(D-z);this._vertexCount=U,this._coordinateBuffer.update(N.subarray(0,j)),s.freeFloat(N),s.free(b.data),this.bounds=[I,O],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===z&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[z,D]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(v=0;v<K[o].length;++v)K[o][v]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(v=0;v<K[o].length;++v)if(K[o][v]!==this.contourLevels[o][v]){r=!0;break t}}this.contourLevels=K}if(r){y=this._field,a=this.shape;for(var Q=[],$=0;$<3;++$){var tt=this.contourLevels[$],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[$],tt[o]);et.push(Q.length/5|0),U=0;t:for(v=0;v<it.cells.length;++v){var at=it.cells[v];for(q=0;q<2;++q){var ot=it.positions[at[q]],st=ot[0],lt=0|Math.floor(st),ct=st-lt,ut=ot[1],ft=0|Math.floor(ut),ht=ut-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var gt=($+dt+1)%3;for(V=0;V<2;++V){var mt=V?ct:1-ct;for(Y=0|Math.min(Math.max(lt+V,0),a[0]),H=0;H<2;++H){var vt=H?ht:1-ht;if(W=0|Math.min(Math.max(ft+H,0),a[1]),G=dt<2?this._field[gt].get(Y,W):(this.intensity.get(Y,W)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var yt=mt*vt;nt[dt]+=yt*G}}}if(pt){if(q>0){for(var xt=0;xt<5;++xt)Q.pop();U-=1}continue t}Q.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[$]=et,this._contourCounts[$]=rt}var bt=s.mallocFloat(Q.length);for(o=0;o<Q.length;++o)bt[o]=Q[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],f=this._field[l],p=this._field[c],d=h(u,r[o]),g=d.cells,m=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<g.length;++e)for(var v=g[e],y=0;y<2;++y){var x=m[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,I=T*L,O=T*E,z=C*f.get(_,M)+P*f.get(_,S)+I*f.get(w,M)+O*f.get(w,S),D=C*p.get(_,M)+P*p.get(_,S)+I*p.get(w,M)+O*p.get(w,S);if(isNaN(z)||isNaN(D)){y&&(n-=1);break}a[2*n+0]=z,a[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},{\"./lib/shaders\":144,\"binary-search-bounds\":31,\"bit-twiddle\":32,colormap:53,\"gl-buffer\":78,\"gl-mat4/invert\":98,\"gl-mat4/multiply\":100,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259,\"ndarray-gradient\":252,\"ndarray-ops\":254,\"ndarray-pack\":255,\"surface-nets\":302,\"typedarray-pool\":308}],146:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),i=t(\"ndarray-ops\"),a=t(\"typedarray-pool\");e.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");o||c(t);if(\"number\"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var f=function(t,e){i.muls(t,e,255)};function h(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function p(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function g(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function m(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new p(t,o,e,r,n,i)}function y(t,e,r,n,i,a){var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new p(t,o,r,n,i,a)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=g(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var u,h,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");d=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];h=a.malloc(v,r);var x=n(h,o,y,0);\"float32\"!==r&&\"float64\"!==r||c!==t.UNSIGNED_BYTE?i.assign(x,e):f(x,e),u=h.subarray(0,v)}var b=m(t);return t.texImage2D(t.TEXTURE_2D,0,d,o[0],o[1],0,d,c,u),l||a.free(h),new p(t,b,o[0],o[1],d,c)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return this._anisoSamples},set:function(t){var e=this._anisoSamples;if(this._anisoSamples=0|Math.max(t,1),e!==this._anisoSamples){var r=this.gl.getExtension(\"EXT_texture_filter_anisotropic\");r&&this.gl.texParameterf(this.gl.TEXTURE_2D,r.TEXTURE_MAX_ANISOTROPY_EXT,this._anisoSamples)}return this._anisoSamples}},wrapS:{get:function(){return this._wrapS},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_S,t),this._wrapS=t}},wrapT:{get:function(){return this._wrapT},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_T,t),this._wrapT=t}},wrap:{get:function(){return this._wrapVector},set:function(t){if(Array.isArray(t)||(t=[t,t]),2!==t.length)throw new Error(\"gl-texture2d: Must specify wrap mode for rows and columns\");for(var 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0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},a.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,i=this.cmp(t);if(0===i)return this.negative=0,this.length=1,this.words[0]=0,this;i>0?(r=this,n=t):(r=t,n=this);for(var a=0,o=0;o<n.length;o++)a=(e=(0|r.words[o])-(0|n.words[o])+a)>>26,this.words[o]=67108863&e;for(;0!==a&&o<r.length;o++)a=(e=(0|r.words[o])+a)>>26,this.words[o]=67108863&e;if(0===a&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},a.prototype.sub=function(t){return this.clone().isub(t)};var d=function(t,e,r){var n,i,a,o=t.words,s=e.words,l=r.words,c=0,u=0|o[0],f=8191&u,h=u>>>13,p=0|o[1],d=8191&p,m=p>>>13,g=0|o[2],v=8191&g,y=g>>>13,x=0|o[3],b=8191&x,_=x>>>13,w=0|o[4],T=8191&w,k=w>>>13,A=0|o[5],M=8191&A,S=A>>>13,E=0|o[6],L=8191&E,C=E>>>13,P=0|o[7],I=8191&P,O=P>>>13,z=0|o[8],D=8191&z,R=z>>>13,F=0|o[9],B=8191&F,N=F>>>13,j=0|s[0],U=8191&j,V=j>>>13,H=0|s[1],q=8191&H,G=H>>>13,Y=0|s[2],W=8191&Y,X=Y>>>13,Z=0|s[3],J=8191&Z,K=Z>>>13,Q=0|s[4],$=8191&Q,tt=Q>>>13,et=0|s[5],rt=8191&et,nt=et>>>13,it=0|s[6],at=8191&it,ot=it>>>13,st=0|s[7],lt=8191&st,ct=st>>>13,ut=0|s[8],ft=8191&ut,ht=ut>>>13,pt=0|s[9],dt=8191&pt,mt=pt>>>13;r.negative=t.negative^e.negative,r.length=19;var gt=(c+(n=Math.imul(f,U))|0)+((8191&(i=(i=Math.imul(f,V))+Math.imul(h,U)|0))<<13)|0;c=((a=Math.imul(h,V))+(i>>>13)|0)+(gt>>>26)|0,gt&=67108863,n=Math.imul(d,U),i=(i=Math.imul(d,V))+Math.imul(m,U)|0,a=Math.imul(m,V);var vt=(c+(n=n+Math.imul(f,q)|0)|0)+((8191&(i=(i=i+Math.imul(f,G)|0)+Math.imul(h,q)|0))<<13)|0;c=((a=a+Math.imul(h,G)|0)+(i>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),i=(i=Math.imul(v,V))+Math.imul(y,U)|0,a=Math.imul(y,V),n=n+Math.imul(d,q)|0,i=(i=i+Math.imul(d,G)|0)+Math.imul(m,q)|0,a=a+Math.imul(m,G)|0;var yt=(c+(n=n+Math.imul(f,W)|0)|0)+((8191&(i=(i=i+Math.imul(f,X)|0)+Math.imul(h,W)|0))<<13)|0;c=((a=a+Math.imul(h,X)|0)+(i>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),i=(i=Math.imul(b,V))+Math.imul(_,U)|0,a=Math.imul(_,V),n=n+Math.imul(v,q)|0,i=(i=i+Math.imul(v,G)|0)+Math.imul(y,q)|0,a=a+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,i=(i=i+Math.imul(d,X)|0)+Math.imul(m,W)|0,a=a+Math.imul(m,X)|0;var xt=(c+(n=n+Math.imul(f,J)|0)|0)+((8191&(i=(i=i+Math.imul(f,K)|0)+Math.imul(h,J)|0))<<13)|0;c=((a=a+Math.imul(h,K)|0)+(i>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),i=(i=Math.imul(T,V))+Math.imul(k,U)|0,a=Math.imul(k,V),n=n+Math.imul(b,q)|0,i=(i=i+Math.imul(b,G)|0)+Math.imul(_,q)|0,a=a+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,i=(i=i+Math.imul(v,X)|0)+Math.imul(y,W)|0,a=a+Math.imul(y,X)|0,n=n+Math.imul(d,J)|0,i=(i=i+Math.imul(d,K)|0)+Math.imul(m,J)|0,a=a+Math.imul(m,K)|0;var bt=(c+(n=n+Math.imul(f,$)|0)|0)+((8191&(i=(i=i+Math.imul(f,tt)|0)+Math.imul(h,$)|0))<<13)|0;c=((a=a+Math.imul(h,tt)|0)+(i>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(M,U),i=(i=Math.imul(M,V))+Math.imul(S,U)|0,a=Math.imul(S,V),n=n+Math.imul(T,q)|0,i=(i=i+Math.imul(T,G)|0)+Math.imul(k,q)|0,a=a+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,i=(i=i+Math.imul(b,X)|0)+Math.imul(_,W)|0,a=a+Math.imul(_,X)|0,n=n+Math.imul(v,J)|0,i=(i=i+Math.imul(v,K)|0)+Math.imul(y,J)|0,a=a+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,i=(i=i+Math.imul(d,tt)|0)+Math.imul(m,$)|0,a=a+Math.imul(m,tt)|0;var _t=(c+(n=n+Math.imul(f,rt)|0)|0)+((8191&(i=(i=i+Math.imul(f,nt)|0)+Math.imul(h,rt)|0))<<13)|0;c=((a=a+Math.imul(h,nt)|0)+(i>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(L,U),i=(i=Math.imul(L,V))+Math.imul(C,U)|0,a=Math.imul(C,V),n=n+Math.imul(M,q)|0,i=(i=i+Math.imul(M,G)|0)+Math.imul(S,q)|0,a=a+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,i=(i=i+Math.imul(T,X)|0)+Math.imul(k,W)|0,a=a+Math.imul(k,X)|0,n=n+Math.imul(b,J)|0,i=(i=i+Math.imul(b,K)|0)+Math.imul(_,J)|0,a=a+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,i=(i=i+Math.imul(v,tt)|0)+Math.imul(y,$)|0,a=a+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,i=(i=i+Math.imul(d,nt)|0)+Math.imul(m,rt)|0,a=a+Math.imul(m,nt)|0;var wt=(c+(n=n+Math.imul(f,at)|0)|0)+((8191&(i=(i=i+Math.imul(f,ot)|0)+Math.imul(h,at)|0))<<13)|0;c=((a=a+Math.imul(h,ot)|0)+(i>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),i=(i=Math.imul(I,V))+Math.imul(O,U)|0,a=Math.imul(O,V),n=n+Math.imul(L,q)|0,i=(i=i+Math.imul(L,G)|0)+Math.imul(C,q)|0,a=a+Math.imul(C,G)|0,n=n+Math.imul(M,W)|0,i=(i=i+Math.imul(M,X)|0)+Math.imul(S,W)|0,a=a+Math.imul(S,X)|0,n=n+Math.imul(T,J)|0,i=(i=i+Math.imul(T,K)|0)+Math.imul(k,J)|0,a=a+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,i=(i=i+Math.imul(b,tt)|0)+Math.imul(_,$)|0,a=a+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,i=(i=i+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,a=a+Math.imul(y,nt)|0,n=n+Math.imul(d,at)|0,i=(i=i+Math.imul(d,ot)|0)+Math.imul(m,at)|0,a=a+Math.imul(m,ot)|0;var Tt=(c+(n=n+Math.imul(f,lt)|0)|0)+((8191&(i=(i=i+Math.imul(f,ct)|0)+Math.imul(h,lt)|0))<<13)|0;c=((a=a+Math.imul(h,ct)|0)+(i>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),i=(i=Math.imul(D,V))+Math.imul(R,U)|0,a=Math.imul(R,V),n=n+Math.imul(I,q)|0,i=(i=i+Math.imul(I,G)|0)+Math.imul(O,q)|0,a=a+Math.imul(O,G)|0,n=n+Math.imul(L,W)|0,i=(i=i+Math.imul(L,X)|0)+Math.imul(C,W)|0,a=a+Math.imul(C,X)|0,n=n+Math.imul(M,J)|0,i=(i=i+Math.imul(M,K)|0)+Math.imul(S,J)|0,a=a+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,i=(i=i+Math.imul(T,tt)|0)+Math.imul(k,$)|0,a=a+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,i=(i=i+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,a=a+Math.imul(_,nt)|0,n=n+Math.imul(v,at)|0,i=(i=i+Math.imul(v,ot)|0)+Math.imul(y,at)|0,a=a+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,i=(i=i+Math.imul(d,ct)|0)+Math.imul(m,lt)|0,a=a+Math.imul(m,ct)|0;var kt=(c+(n=n+Math.imul(f,ft)|0)|0)+((8191&(i=(i=i+Math.imul(f,ht)|0)+Math.imul(h,ft)|0))<<13)|0;c=((a=a+Math.imul(h,ht)|0)+(i>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),i=(i=Math.imul(B,V))+Math.imul(N,U)|0,a=Math.imul(N,V),n=n+Math.imul(D,q)|0,i=(i=i+Math.imul(D,G)|0)+Math.imul(R,q)|0,a=a+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,i=(i=i+Math.imul(I,X)|0)+Math.imul(O,W)|0,a=a+Math.imul(O,X)|0,n=n+Math.imul(L,J)|0,i=(i=i+Math.imul(L,K)|0)+Math.imul(C,J)|0,a=a+Math.imul(C,K)|0,n=n+Math.imul(M,$)|0,i=(i=i+Math.imul(M,tt)|0)+Math.imul(S,$)|0,a=a+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,i=(i=i+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,a=a+Math.imul(k,nt)|0,n=n+Math.imul(b,at)|0,i=(i=i+Math.imul(b,ot)|0)+Math.imul(_,at)|0,a=a+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,i=(i=i+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,a=a+Math.imul(y,ct)|0,n=n+Math.imul(d,ft)|0,i=(i=i+Math.imul(d,ht)|0)+Math.imul(m,ft)|0,a=a+Math.imul(m,ht)|0;var At=(c+(n=n+Math.imul(f,dt)|0)|0)+((8191&(i=(i=i+Math.imul(f,mt)|0)+Math.imul(h,dt)|0))<<13)|0;c=((a=a+Math.imul(h,mt)|0)+(i>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,q),i=(i=Math.imul(B,G))+Math.imul(N,q)|0,a=Math.imul(N,G),n=n+Math.imul(D,W)|0,i=(i=i+Math.imul(D,X)|0)+Math.imul(R,W)|0,a=a+Math.imul(R,X)|0,n=n+Math.imul(I,J)|0,i=(i=i+Math.imul(I,K)|0)+Math.imul(O,J)|0,a=a+Math.imul(O,K)|0,n=n+Math.imul(L,$)|0,i=(i=i+Math.imul(L,tt)|0)+Math.imul(C,$)|0,a=a+Math.imul(C,tt)|0,n=n+Math.imul(M,rt)|0,i=(i=i+Math.imul(M,nt)|0)+Math.imul(S,rt)|0,a=a+Math.imul(S,nt)|0,n=n+Math.imul(T,at)|0,i=(i=i+Math.imul(T,ot)|0)+Math.imul(k,at)|0,a=a+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,i=(i=i+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,a=a+Math.imul(_,ct)|0,n=n+Math.imul(v,ft)|0,i=(i=i+Math.imul(v,ht)|0)+Math.imul(y,ft)|0,a=a+Math.imul(y,ht)|0;var Mt=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(i=(i=i+Math.imul(d,mt)|0)+Math.imul(m,dt)|0))<<13)|0;c=((a=a+Math.imul(m,mt)|0)+(i>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,W),i=(i=Math.imul(B,X))+Math.imul(N,W)|0,a=Math.imul(N,X),n=n+Math.imul(D,J)|0,i=(i=i+Math.imul(D,K)|0)+Math.imul(R,J)|0,a=a+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,i=(i=i+Math.imul(I,tt)|0)+Math.imul(O,$)|0,a=a+Math.imul(O,tt)|0,n=n+Math.imul(L,rt)|0,i=(i=i+Math.imul(L,nt)|0)+Math.imul(C,rt)|0,a=a+Math.imul(C,nt)|0,n=n+Math.imul(M,at)|0,i=(i=i+Math.imul(M,ot)|0)+Math.imul(S,at)|0,a=a+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,i=(i=i+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,a=a+Math.imul(k,ct)|0,n=n+Math.imul(b,ft)|0,i=(i=i+Math.imul(b,ht)|0)+Math.imul(_,ft)|0,a=a+Math.imul(_,ht)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(i=(i=i+Math.imul(v,mt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((a=a+Math.imul(y,mt)|0)+(i>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),i=(i=Math.imul(B,K))+Math.imul(N,J)|0,a=Math.imul(N,K),n=n+Math.imul(D,$)|0,i=(i=i+Math.imul(D,tt)|0)+Math.imul(R,$)|0,a=a+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,i=(i=i+Math.imul(I,nt)|0)+Math.imul(O,rt)|0,a=a+Math.imul(O,nt)|0,n=n+Math.imul(L,at)|0,i=(i=i+Math.imul(L,ot)|0)+Math.imul(C,at)|0,a=a+Math.imul(C,ot)|0,n=n+Math.imul(M,lt)|0,i=(i=i+Math.imul(M,ct)|0)+Math.imul(S,lt)|0,a=a+Math.imul(S,ct)|0,n=n+Math.imul(T,ft)|0,i=(i=i+Math.imul(T,ht)|0)+Math.imul(k,ft)|0,a=a+Math.imul(k,ht)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(i=(i=i+Math.imul(b,mt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((a=a+Math.imul(_,mt)|0)+(i>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),i=(i=Math.imul(B,tt))+Math.imul(N,$)|0,a=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,i=(i=i+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,a=a+Math.imul(R,nt)|0,n=n+Math.imul(I,at)|0,i=(i=i+Math.imul(I,ot)|0)+Math.imul(O,at)|0,a=a+Math.imul(O,ot)|0,n=n+Math.imul(L,lt)|0,i=(i=i+Math.imul(L,ct)|0)+Math.imul(C,lt)|0,a=a+Math.imul(C,ct)|0,n=n+Math.imul(M,ft)|0,i=(i=i+Math.imul(M,ht)|0)+Math.imul(S,ft)|0,a=a+Math.imul(S,ht)|0;var Lt=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(i=(i=i+Math.imul(T,mt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((a=a+Math.imul(k,mt)|0)+(i>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,rt),i=(i=Math.imul(B,nt))+Math.imul(N,rt)|0,a=Math.imul(N,nt),n=n+Math.imul(D,at)|0,i=(i=i+Math.imul(D,ot)|0)+Math.imul(R,at)|0,a=a+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,i=(i=i+Math.imul(I,ct)|0)+Math.imul(O,lt)|0,a=a+Math.imul(O,ct)|0,n=n+Math.imul(L,ft)|0,i=(i=i+Math.imul(L,ht)|0)+Math.imul(C,ft)|0,a=a+Math.imul(C,ht)|0;var Ct=(c+(n=n+Math.imul(M,dt)|0)|0)+((8191&(i=(i=i+Math.imul(M,mt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((a=a+Math.imul(S,mt)|0)+(i>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,at),i=(i=Math.imul(B,ot))+Math.imul(N,at)|0,a=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,i=(i=i+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,a=a+Math.imul(R,ct)|0,n=n+Math.imul(I,ft)|0,i=(i=i+Math.imul(I,ht)|0)+Math.imul(O,ft)|0,a=a+Math.imul(O,ht)|0;var Pt=(c+(n=n+Math.imul(L,dt)|0)|0)+((8191&(i=(i=i+Math.imul(L,mt)|0)+Math.imul(C,dt)|0))<<13)|0;c=((a=a+Math.imul(C,mt)|0)+(i>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),i=(i=Math.imul(B,ct))+Math.imul(N,lt)|0,a=Math.imul(N,ct),n=n+Math.imul(D,ft)|0,i=(i=i+Math.imul(D,ht)|0)+Math.imul(R,ft)|0,a=a+Math.imul(R,ht)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(i=(i=i+Math.imul(I,mt)|0)+Math.imul(O,dt)|0))<<13)|0;c=((a=a+Math.imul(O,mt)|0)+(i>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ft),i=(i=Math.imul(B,ht))+Math.imul(N,ft)|0,a=Math.imul(N,ht);var Ot=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(i=(i=i+Math.imul(D,mt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((a=a+Math.imul(R,mt)|0)+(i>>>13)|0)+(Ot>>>26)|0,Ot&=67108863;var zt=(c+(n=Math.imul(B,dt))|0)+((8191&(i=(i=Math.imul(B,mt))+Math.imul(N,dt)|0))<<13)|0;return c=((a=Math.imul(N,mt))+(i>>>13)|0)+(zt>>>26)|0,zt&=67108863,l[0]=gt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=At,l[10]=Mt,l[11]=St,l[12]=Et,l[13]=Lt,l[14]=Ct,l[15]=Pt,l[16]=It,l[17]=Ot,l[18]=zt,0!==c&&(l[19]=c,r.length++),r};function m(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(d=p),a.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?d(this,t,e):r<63?p(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,i=0,a=0;a<r.length-1;a++){var o=i;i=0;for(var s=67108863&n,l=Math.min(a,e.length-1),c=Math.max(0,a-t.length+1);c<=l;c++){var u=a-c,f=(0|t.words[u])*(0|e.words[c]),h=67108863&f;s=67108863&(h=h+s|0),i+=(o=(o=o+(f/67108864|0)|0)+(h>>>26)|0)>>>26,o&=67108863}r.words[a]=s,n=o,o=i}return 0!==n?r.words[a]=n:r.length--,r.strip()}(this,t,e):m(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=a.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,i=0;i<e;i++)n|=(1&t)<<e-i-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,i,a){for(var o=0;o<a;o++)n[o]=e[t[o]],i[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,i,a){this.permute(a,t,e,r,n,i);for(var o=1;o<i;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<i;u+=s)for(var f=l,h=c,p=0;p<o;p++){var d=r[u+p],m=n[u+p],g=r[u+p+o],v=n[u+p+o],y=f*g-h*v;v=f*v+h*g,g=y,r[u+p]=d+g,n[u+p]=m+v,r[u+p+o]=d-g,n[u+p+o]=m-v,p!==s&&(y=l*f-c*h,h=l*h+c*f,f=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,i=0;for(r=r/2|0;r;r>>>=1)i++;return 1<<i+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var i=t[n];t[n]=t[r-n-1],t[r-n-1]=i,i=e[n],e[n]=-e[r-n-1],e[r-n-1]=-i}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var i=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&i,r=i<67108864?0:i/67108864|0}return t},g.prototype.convert13b=function(t,e,r,i){for(var a=0,o=0;o<e;o++)a+=0|t[o],r[2*o]=8191&a,a>>>=13,r[2*o+1]=8191&a,a>>>=13;for(o=2*e;o<i;++o)r[o]=0;n(0===a),n(0==(-8192&a))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),i=this.makeRBT(n),a=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),f=new Array(n),h=r.words;h.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,a,s,l,n,i),this.transform(c,a,u,f,n,i);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*f[p];l[p]=s[p]*f[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,h,a,n,i),this.conjugate(h,a,n),this.normalize13b(h,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},a.prototype.mul=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},a.prototype.mulf=function(t){var e=new a(null);return e.words=new Array(this.length+t.length),m(this,t,e)},a.prototype.imul=function(t){return this.clone().mulTo(t,this)},a.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var i=(0|this.words[r])*t,a=(67108863&i)+(67108863&e);e>>=26,e+=i/67108864|0,e+=a>>>26,this.words[r]=67108863&a}return 0!==e&&(this.words[r]=e,this.length++),this},a.prototype.muln=function(t){return this.clone().imuln(t)},a.prototype.sqr=function(){return this.mul(this)},a.prototype.isqr=function(){return this.imul(this.clone())},a.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,i=r%26;e[r]=(t.words[n]&1<<i)>>>i}return e}(t);if(0===e.length)return new a(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var i=r.sqr();n<e.length;n++,i=i.sqr())0!==e[n]&&(r=r.mul(i));return r},a.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,i=(t-r)/26,a=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&a,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==i){for(e=this.length-1;e>=0;e--)this.words[e+i]=this.words[e];for(e=0;e<i;e++)this.words[e]=0;this.length+=i}return this.strip()},a.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},a.prototype.iushrn=function(t,e,r){var i;n(\"number\"==typeof t&&t>=0),i=e?(e-e%26)/26:0;var a=t%26,o=Math.min((t-a)/26,this.length),s=67108863^67108863>>>a<<a,l=r;if(i-=o,i=Math.max(0,i),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=i);c--){var f=0|this.words[c];this.words[c]=u<<26-a|f>>>a,u=f&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},a.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},a.prototype.shln=function(t){return this.clone().ishln(t)},a.prototype.ushln=function(t){return this.clone().iushln(t)},a.prototype.shrn=function(t){return this.clone().ishrn(t)},a.prototype.ushrn=function(t){return this.clone().iushrn(t)},a.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,i=1<<e;return!(this.length<=r)&&!!(this.words[r]&i)},a.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var i=67108863^67108863>>>e<<e;this.words[this.length-1]&=i}return this.strip()},a.prototype.maskn=function(t){return this.clone().imaskn(t)},a.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},a.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},a.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},a.prototype.addn=function(t){return this.clone().iaddn(t)},a.prototype.subn=function(t){return this.clone().isubn(t)},a.prototype.iabs=function(){return this.negative=0,this},a.prototype.abs=function(){return this.clone().iabs()},a.prototype._ishlnsubmul=function(t,e,r){var i,a,o=t.length+r;this._expand(o);var s=0;for(i=0;i<t.length;i++){a=(0|this.words[i+r])+s;var l=(0|t.words[i])*e;s=((a-=67108863&l)>>26)-(l/67108864|0),this.words[i+r]=67108863&a}for(;i<this.length-r;i++)s=(a=(0|this.words[i+r])+s)>>26,this.words[i+r]=67108863&a;if(0===s)return this.strip();for(n(-1===s),s=0,i=0;i<this.length;i++)s=(a=-(0|this.words[i])+s)>>26,this.words[i]=67108863&a;return this.negative=1,this.strip()},a.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),i=t,o=0|i.words[i.length-1];0!==(r=26-this._countBits(o))&&(i=i.ushln(r),n.iushln(r),o=0|i.words[i.length-1]);var s,l=n.length-i.length;if(\"mod\"!==e){(s=new a(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(i,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var f=l-1;f>=0;f--){var h=67108864*(0|n.words[i.length+f])+(0|n.words[i.length+f-1]);for(h=Math.min(h/o|0,67108863),n._ishlnsubmul(i,h,f);0!==n.negative;)h--,n.negative=0,n._ishlnsubmul(i,1,f),n.isZero()||(n.negative^=1);s&&(s.words[f]=h)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},a.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new a(0),mod:new a(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(i=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:i,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(i=s.div.neg()),{div:i,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new a(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new a(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new a(this.modn(t.words[0]))}:this._wordDiv(t,e);var i,o,s},a.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},a.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},a.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},a.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),i=t.andln(1),a=r.cmp(n);return a<0||1===i&&0===a?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},a.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,i=this.length-1;i>=0;i--)r=(e*r+(0|this.words[i]))%t;return r},a.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var i=(0|this.words[r])+67108864*e;this.words[r]=i/t|0,e=i%t}return this.strip()},a.prototype.divn=function(t){return this.clone().idivn(t)},a.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i=new a(1),o=new a(0),s=new a(0),l=new a(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),f=e.clone();!e.isZero();){for(var h=0,p=1;0==(e.words[0]&p)&&h<26;++h,p<<=1);if(h>0)for(e.iushrn(h);h-- >0;)(i.isOdd()||o.isOdd())&&(i.iadd(u),o.isub(f)),i.iushrn(1),o.iushrn(1);for(var d=0,m=1;0==(r.words[0]&m)&&d<26;++d,m<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(f)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),i.isub(s),o.isub(l)):(r.isub(e),s.isub(i),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},a.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var i,o=new a(1),s=new a(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var f=0,h=1;0==(r.words[0]&h)&&f<26;++f,h<<=1);if(f>0)for(r.iushrn(f);f-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(i=0===e.cmpn(1)?o:s).cmpn(0)<0&&i.iadd(t),i},a.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var i=e.cmp(r);if(i<0){var a=e;e=r,r=a}else if(0===i||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},a.prototype.invm=function(t){return this.egcd(t).a.umod(t)},a.prototype.isEven=function(){return 0==(1&this.words[0])},a.prototype.isOdd=function(){return 1==(1&this.words[0])},a.prototype.andln=function(t){return this.words[0]&t},a.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,i=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=i,this;for(var a=i,o=r;0!==a&&o<this.length;o++){var s=0|this.words[o];a=(s+=a)>>>26,s&=67108863,this.words[o]=s}return 0!==a&&(this.words[o]=a,this.length++),this},a.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},a.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var i=0|this.words[0];e=i===t?0:i<t?-1:1}return 0!==this.negative?0|-e:e},a.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},a.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],i=0|t.words[r];if(n!==i){n<i?e=-1:n>i&&(e=1);break}}return e},a.prototype.gtn=function(t){return 1===this.cmpn(t)},a.prototype.gt=function(t){return 1===this.cmp(t)},a.prototype.gten=function(t){return this.cmpn(t)>=0},a.prototype.gte=function(t){return this.cmp(t)>=0},a.prototype.ltn=function(t){return-1===this.cmpn(t)},a.prototype.lt=function(t){return-1===this.cmp(t)},a.prototype.lten=function(t){return this.cmpn(t)<=0},a.prototype.lte=function(t){return this.cmp(t)<=0},a.prototype.eqn=function(t){return 0===this.cmpn(t)},a.prototype.eq=function(t){return 0===this.cmp(t)},a.red=function(t){return new T(t)},a.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},a.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},a.prototype._forceRed=function(t){return this.red=t,this},a.prototype.forceRed=function(t){return n(!this.red,\"Already a number 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fffffffe fffffc2f\")}function b(){y.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function _(){y.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function w(){y.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function T(t){if(\"string\"==typeof t){var e=a._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function k(t){T.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new a(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}y.prototype._tmp=function(){var t=new a(null);return t.words=new Array(Math.ceil(this.n/13)),t},y.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):void 0!==r.strip?r.strip():r._strip(),r},y.prototype.split=function(t,e){t.iushrn(this.n,0,e)},y.prototype.imulK=function(t){return t.imul(this.k)},i(x,y),x.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var i=t.words[9];for(e.words[e.length++]=4194303&i,n=10;n<t.length;n++){var a=0|t.words[n];t.words[n-10]=(4194303&a)<<4|i>>>22,i=a}i>>>=22,t.words[n-10]=i,0===i&&t.length>10?t.length-=10:t.length-=9},x.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 0===t.words[t.length-1]&&(t.length--,0===t.words[t.length-1]&&t.length--),t},i(b,y),i(_,y),i(w,y),w.prototype.imulK=function(t){for(var e=0,r=0;r<t.length;r++){var n=19*(0|t.words[r])+e,i=67108863&n;n>>>=26,t.words[r]=i,e=n}return 0!==e&&(t.words[t.length++]=e),t},a._prime=function(t){if(v[t])return v[t];var e;if(\"k256\"===t)e=new x;else if(\"p224\"===t)e=new b;else if(\"p192\"===t)e=new _;else{if(\"p25519\"!==t)throw new Error(\"Unknown prime \"+t);e=new w}return v[t]=e,e},T.prototype._verify1=function(t){n(0===t.negative,\"red works only with positives\"),n(t.red,\"red works only with red numbers\")},T.prototype._verify2=function(t,e){n(0==(t.negative|e.negative),\"red works only with positives\"),n(t.red&&t.red===e.red,\"red works only with red numbers\")},T.prototype.imod=function(t){return this.prime?this.prime.ireduce(t)._forceRed(this):t.umod(this.m)._forceRed(this)},T.prototype.neg=function(t){return t.isZero()?t.clone():this.m.sub(t)._forceRed(this)},T.prototype.add=function(t,e){this._verify2(t,e);var r=t.add(e);return r.cmp(this.m)>=0&&r.isub(this.m),r._forceRed(this)},T.prototype.iadd=function(t,e){this._verify2(t,e);var r=t.iadd(e);return r.cmp(this.m)>=0&&r.isub(this.m),r},T.prototype.sub=function(t,e){this._verify2(t,e);var r=t.sub(e);return r.cmpn(0)<0&&r.iadd(this.m),r._forceRed(this)},T.prototype.isub=function(t,e){this._verify2(t,e);var r=t.isub(e);return r.cmpn(0)<0&&r.iadd(this.m),r},T.prototype.shl=function(t,e){return this._verify1(t),this.imod(t.ushln(e))},T.prototype.imul=function(t,e){return this._verify2(t,e),this.imod(t.imul(e))},T.prototype.mul=function(t,e){return this._verify2(t,e),this.imod(t.mul(e))},T.prototype.isqr=function(t){return this.imul(t,t.clone())},T.prototype.sqr=function(t){return this.mul(t,t)},T.prototype.sqrt=function(t){if(t.isZero())return t.clone();var e=this.m.andln(3);if(n(e%2==1),3===e){var r=this.m.add(new a(1)).iushrn(2);return this.pow(t,r)}for(var i=this.m.subn(1),o=0;!i.isZero()&&0===i.andln(1);)o++,i.iushrn(1);n(!i.isZero());var s=new a(1).toRed(this),l=s.redNeg(),c=this.m.subn(1).iushrn(1),u=this.m.bitLength();for(u=new a(2*u*u).toRed(this);0!==this.pow(u,c).cmp(l);)u.redIAdd(l);for(var f=this.pow(u,i),h=this.pow(t,i.addn(1).iushrn(1)),p=this.pow(t,i),d=o;0!==p.cmp(s);){for(var m=p,g=0;0!==m.cmp(s);g++)m=m.redSqr();n(g<d);var v=this.pow(f,new a(1).iushln(d-g-1));h=h.redMul(v),f=v.redSqr(),p=p.redMul(f),d=g}return h},T.prototype.invm=function(t){var e=t._invmp(this.m);return 0!==e.negative?(e.negative=0,this.imod(e).redNeg()):this.imod(e)},T.prototype.pow=function(t,e){if(e.isZero())return new a(1).toRed(this);if(0===e.cmpn(1))return t.clone();var r=new Array(16);r[0]=new a(1).toRed(this),r[1]=t;for(var n=2;n<r.length;n++)r[n]=this.mul(r[n-1],t);var i=r[0],o=0,s=0,l=e.bitLength()%26;for(0===l&&(l=26),n=e.length-1;n>=0;n--){for(var c=e.words[n],u=l-1;u>=0;u--){var f=c>>u&1;i!==r[0]&&(i=this.sqr(i)),0!==f||0!==o?(o<<=1,o|=f,(4===++s||0===n&&0===u)&&(i=this.mul(i,r[o]),s=0,o=0)):s=0}l=26}return i},T.prototype.convertTo=function(t){var e=t.umod(this.m);return e===t?e.clone():e},T.prototype.convertFrom=function(t){var e=t.clone();return e.red=null,e},a.mont=function(t){return new k(t)},i(k,T),k.prototype.convertTo=function(t){return this.imod(t.ushln(this.shift))},k.prototype.convertFrom=function(t){var e=this.imod(t.mul(this.rinv));return e.red=null,e},k.prototype.imul=function(t,e){if(t.isZero()||e.isZero())return t.words[0]=0,t.length=1,t;var r=t.imul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),a=i;return i.cmp(this.m)>=0?a=i.isub(this.m):i.cmpn(0)<0&&(a=i.iadd(this.m)),a._forceRed(this)},k.prototype.mul=function(t,e){if(t.isZero()||e.isZero())return new a(0)._forceRed(this);var r=t.mul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),i=r.isub(n).iushrn(this.shift),o=i;return i.cmp(this.m)>=0?o=i.isub(this.m):i.cmpn(0)<0&&(o=i.iadd(this.m)),o._forceRed(this)},k.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(void 0===e||e,this)},{buffer:2}],34:[function(t,e,r){\"use strict\";e.exports=function(t){var e,r,n,i=t.length,a=0;for(e=0;e<i;++e)a+=t[e].length;var o=new Array(a),s=0;for(e=0;e<i;++e){var l=t[e],c=l.length;for(r=0;r<c;++r){var u=o[s++]=new Array(c-1),f=0;for(n=0;n<c;++n)n!==r&&(u[f++]=l[n]);if(1&r){var h=u[1];u[1]=u[0],u[0]=h}}}return o}},{}],35:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){switch(arguments.length){case 1:return f(t);case 2:return\"function\"==typeof e?c(t,t,e,!0):h(t,e);case 3:return c(t,e,r,!1);default:throw new Error(\"box-intersect: Invalid arguments\")}};var n,i=t(\"typedarray-pool\"),a=t(\"./lib/sweep\"),o=t(\"./lib/intersect\");function s(t,e){for(var r=0;r<t;++r)if(!(e[r]<=e[r+t]))return!0;return!1}function l(t,e,r,n){for(var i=0,a=0,o=0,l=t.length;o<l;++o){var c=t[o];if(!s(e,c)){for(var u=0;u<2*e;++u)r[i++]=c[u];n[a++]=o}}return a}function c(t,e,r,n){var s=t.length,c=e.length;if(!(s<=0||c<=0)){var u=t[0].length>>>1;if(!(u<=0)){var f,h=i.mallocDouble(2*u*s),p=i.mallocInt32(s);if((s=l(t,u,h,p))>0){if(1===u&&n)a.init(s),f=a.sweepComplete(u,r,0,s,h,p,0,s,h,p);else{var d=i.mallocDouble(2*u*c),m=i.mallocInt32(c);(c=l(e,u,d,m))>0&&(a.init(s+c),f=1===u?a.sweepBipartite(u,r,0,s,h,p,0,c,d,m):o(u,r,n,s,h,p,c,d,m),i.free(d),i.free(m))}i.free(h),i.free(p)}return f}}}function u(t,e){n.push([t,e])}function f(t){return n=[],c(t,t,u,!0),n}function h(t,e){return n=[],c(t,e,u,!1),n}},{\"./lib/intersect\":37,\"./lib/sweep\":41,\"typedarray-pool\":308}],36:[function(t,e,r){\"use strict\";function n(t){return t?function(t,e,r,n,i,a,o,s,l,c,u){return i-n>l-s?function(t,e,r,n,i,a,o,s,l,c,u){for(var f=2*t,h=n,p=f*n;h<i;++h,p+=f){var 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e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<=0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.gt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a<0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.lt=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>0&&(i=n.length),r=a<=0?r.left:r.right}return n.length=i,new h(this,n)},l.le=function(t){for(var e=this._compare,r=this.root,n=[],i=0;r;){var a=e(t,r.key);n.push(r),a>=0&&(i=n.length),r=a<0?r.left:r.right}return n.length=i,new h(this,n)},l.find=function(t){for(var e=this._compare,r=this.root,n=[];r;){var i=e(t,r.key);if(n.push(r),0===i)return new h(this,n);r=i<=0?r.left:r.right}return new h(this,[])},l.remove=function(t){var e=this.find(t);return e?e.remove():this},l.get=function(t){for(var e=this._compare,r=this.root;r;){var n=e(t,r.key);if(0===n)return r.value;r=n<=0?r.left:r.right}};var p=h.prototype;function d(t,e){t.key=e.key,t.value=e.value,t.left=e.left,t.right=e.right,t._color=e._color,t._count=e._count}function m(t,e){return t<e?-1:t>e?1:0}Object.defineProperty(p,\"valid\",{get:function(){return this._stack.length>0}}),Object.defineProperty(p,\"node\",{get:function(){return this._stack.length>0?this._stack[this._stack.length-1]:null},enumerable:!0}),p.clone=function(){return new h(this.tree,this._stack.slice())},p.remove=function(){var t=this._stack;if(0===t.length)return this.tree;var e=new Array(t.length),r=t[t.length-1];e[e.length-1]=new n(r._color,r.key,r.value,r.left,r.right,r._count);for(var l=t.length-2;l>=0;--l){(r=t[l]).left===t[l+1]?e[l]=new n(r._color,r.key,r.value,e[l+1],r.right,r._count):e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count)}if((r=e[e.length-1]).left&&r.right){var c=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var u=e[c-1];e.push(new n(r._color,u.key,u.value,r.left,r.right,r._count)),e[c-1].key=r.key,e[c-1].value=r.value;for(l=e.length-2;l>=c;--l)r=e[l],e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count);e[c-1].left=e[c]}if(0===(r=e[e.length-1])._color){var f=e[e.length-2];f.left===r?f.left=null:f.right===r&&(f.right=null),e.pop();for(l=0;l<e.length;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&&d(r,r.right),r._color=1;for(l=0;l<e.length-1;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(1===e.length)return new s(this.tree._compare,null);for(l=0;l<e.length;++l)e[l]._count--;var h=e[e.length-2];return function(t){for(var e,r,n,s,l=t.length-1;l>=0;--l){if(e=t[l],0===l)return void(e._color=1);if((r=t[l-1]).left===e){if((n=r.right).right&&0===n.right._color){if(s=(n=r.right=i(n)).right=i(n.right),r.right=n.left,n.left=r,n.right=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).left===r?c.left=n:c.right=n;return void(t[l-1]=n)}if(n.left&&0===n.left._color){if(s=(n=r.right=i(n)).left=i(n.left),r.right=s.left,n.left=s.right,s.left=r,s.right=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).left===r?c.left=s:c.right=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.right=a(0,n));r.right=a(0,n);continue}n=i(n),r.right=n.left,n.left=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).left===r?c.left=n:c.right=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}else{if((n=r.left).left&&0===n.left._color){if(s=(n=r.left=i(n)).left=i(n.left),r.left=n.right,n.right=r,n.left=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).right===r?c.right=n:c.left=n;return void(t[l-1]=n)}if(n.right&&0===n.right._color){if(s=(n=r.left=i(n)).right=i(n.right),r.left=s.right,n.right=s.left,s.right=r,s.left=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).right===r?c.right=s:c.left=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.left=a(0,n));r.left=a(0,n);continue}var c;n=i(n),r.left=n.right,n.right=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).right===r?c.right=n:c.left=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(e),h.left===r?h.left=null:h.right=null,new s(this.tree._compare,e[0])},Object.defineProperty(p,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(p,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(p,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),p.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),p.update=function(t){var e=this._stack;if(0===e.length)throw new Error(\"Can't update empty node!\");var r=new Array(e.length),i=e[e.length-1];r[r.length-1]=new n(i._color,i.key,t,i.left,i.right,i._count);for(var a=e.length-2;a>=0;--a)(i=e[a]).left===e[a+1]?r[a]=new n(i._color,i.key,i.value,r[a+1],i.right,i._count):r[a]=new n(i._color,i.key,i.value,i.left,r[a+1],i._count);return new s(this.tree._compare,r[0])},p.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],70:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t(\"./lib/text.js\"),i=t(\"./lib/lines.js\"),a=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=a(t)}var f=u.prototype;function h(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}f.update=function(t){function e(e,r,n){if(n in t){var i,a=t[n],o=this[n];(e?Array.isArray(a)&&Array.isArray(a[0]):Array.isArray(a))?this[n]=i=[r(a[0]),r(a[1]),r(a[2])]:this[n]=i=[r(a),r(a),r(a)];for(var s=0;s<3;++s)if(i[s]!==o[s])return!0}return!1}t=t||{};var r,a=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,f=!1;if(\"bounds\"in t)for(var h=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)h[p][d]!==this.bounds[p][d]&&(f=!0),this.bounds[p][d]=h[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else a(\"tickSpacing\")&&(this.autoTicks=!0,f=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),f=!0,u=!0,this._firstInit=!1),f&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),a(\"tickSize\"),a(\"tickAngle\"),a(\"tickPad\"),c(\"tickColor\");var m=l(\"labels\");l(\"labelFont\")&&(m=!0),o(\"labelEnable\"),a(\"labelSize\"),a(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),a(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),a(\"lineTickLength\"),a(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),a(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),a(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(m||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=i(this.gl,this.bounds,this.ticks))};var p=[new h,new h,new h];function d(t,e,r,n,i){for(var a=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var f=a,h=s,p=o,d=l;c&1<<u&&(f=s,h=a,p=l,d=o),f[u]=r[0][u],h[u]=r[1][u],i[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var m=[0,0,0],g={model:l,view:l,projection:l,_ortho:!1};f.isOpaque=function(){return!0},f.isTransparent=function(){return!1},f.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];f.draw=function(t){t=t||g;for(var e=this.gl,r=t.model||l,n=t.view||l,i=t.projection||l,a=this.bounds,s=t._ortho||!1,u=o(r,n,i,a,s),f=u.cubeEdges,h=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(i[3]*b+i[7]*_+i[11]*w+i[15]*T)/e.drawingBufferHeight,A=0;A<3;++A)this.lastCubeProps.cubeEdges[A]=f[A],this.lastCubeProps.axis[A]=h[A];var M=p;for(A=0;A<3;++A)d(p[A],A,this.bounds,f,h);e=this.gl;var S,E=m;for(A=0;A<3;++A)this.backgroundEnable[A]?E[A]=h[A]:E[A]=0;this._background.draw(r,n,i,a,E,this.backgroundColor),this._lines.bind(r,n,i,this);for(A=0;A<3;++A){var L=[0,0,0];h[A]>0?L[A]=a[1][A]:L[A]=a[0][A];for(var C=0;C<2;++C){var P=(A+1+C)%3,I=(A+1+(1^C))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,L,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(C=0;C<2;++C){P=(A+1+C)%3,I=(A+1+(1^C))%3;this.zeroEnable[I]&&Math.min(a[0][I],a[1][I])<=0&&Math.max(a[0][I],a[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,L,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(A=0;A<3;++A){this.lineEnable[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].primalOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio),this.lineMirror[A]&&this._lines.drawAxisLine(A,this.bounds,M[A].mirrorOffset,this.lineColor[A],this.lineWidth[A]*this.pixelRatio);var O=c(v,M[A].primalMinor),z=c(y,M[A].mirrorMinor),D=this.lineTickLength;for(C=0;C<3;++C){var R=k/r[5*C];O[C]*=D[C]*R,z[C]*=D[C]*R}this.lineTickEnable[A]&&this._lines.drawAxisTicks(A,M[A].primalOffset,O,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio),this.lineTickMirror[A]&&this._lines.drawAxisTicks(A,M[A].mirrorOffset,z,this.lineTickColor[A],this.lineTickWidth[A]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,i,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,i=(t+2)%3,a=e[n],o=e[i],s=r[n],l=r[i];a>0&&l>0||a>0&&l<0||a<0&&l>0||a<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(i)}for(A=0;A<3;++A){var U=M[A].primalMinor,V=M[A].mirrorMinor,H=c(x,M[A].primalOffset);for(C=0;C<3;++C)this.lineTickEnable[A]&&(H[C]+=k*U[C]*Math.max(this.lineTickLength[C],0)/r[5*C]);var q=[0,0,0];if(q[A]=1,this.tickEnable[A]){-3600===this.tickAngle[A]?(this.tickAngle[A]=0,this.tickAlign[A]=\"auto\"):this.tickAlign[A]=-1,F=1,\"auto\"===(S=[this.tickAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(A,U,V);for(C=0;C<3;++C)H[C]+=k*U[C]*this.tickPad[C]/r[5*C];this._text.drawTicks(A,this.tickSize[A],this.tickAngle[A],H,this.tickColor[A],q,B,S)}if(this.labelEnable[A]){F=0,B=[0,0,0],this.labels[A].length>4&&(N(A),F=1),\"auto\"===(S=[this.labelAlign[A],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(C=0;C<3;++C)H[C]+=k*U[C]*this.labelPad[C]/r[5*C];H[A]+=.5*(a[0][A]+a[1][A]),this._text.drawLabel(A,this.labelSize[A],this.labelAngle[A],H,this.labelColor[A],[0,0,0],B,S)}}this._text.unbind()},f.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":71,\"./lib/cube.js\":72,\"./lib/lines.js\":73,\"./lib/text.js\":75,\"./lib/ticks.js\":76}],71:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,f=[0,0,0],h=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),f[l]=p,h[l]=p;for(var d=-1;d<=1;d+=2){f[c]=d;for(var m=-1;m<=1;m+=2)f[u]=m,e.push(f[0],f[1],f[2],h[0],h[1],h[2]),s+=1}var g=c;c=u,u=g}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=i(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=a(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,i,a){for(var o=!1,s=0;s<3;++s)o=o||i[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:i,colors:a},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":74,\"gl-buffer\":78,\"gl-vao\":150}],72:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,a,p){i(s,e,t),i(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=a[x][2];for(var b=0;b<2;++b){u[1]=a[b][1];for(var _=0;_<2;++_)u[0]=a[_][0],h(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var A=0;A<3;++A){for(var M=(A+2)%3,S=(A+1)%3,E=-1,L=-1,C=0;C<2;++C){var P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);o(c[O],c[P],c[I],f)<0||(C?E=1:L=1)}if(E<0||L<0)L>E&&(w|=1<<A);else{for(C=0;C<2;++C){P=(O=C<<A)+(C<<M)+(1-C<<S),I=O+(1-C<<M)+(C<<S);var O,z=d([l[O],l[P],l[I],l[O+(1<<M)+(1<<S)]]);C?E=z:L=z}L>E&&(w|=1<<A)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<<x)!==w&&N!==D)F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N)}var B=-1;for(x=0;x<3;++x){var N;if((N=R^1<<x)!==w&&N!==D&&N!==F)B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N)}var j=m;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=g,H=w;for(A=0;A<3;++A)V[A]=H&1<<A?-1:1;return v};var n=t(\"bit-twiddle\"),i=t(\"gl-mat4/multiply\"),a=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),f=[0,0,0];function h(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var i=0;i<3;++i)t[n]+=e[i]*r[4*i+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=a.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],i=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-i,f=l[0]/l[3]-n,h=l[1]/l[3]-i;o+=Math.abs(c*h-u*f)}return o}var m=[1,1,1],g=[0,0,0],v={cubeEdges:m,axis:g}},{\"bit-twiddle\":32,\"gl-mat4/multiply\":100,\"robust-orientation\":284,\"split-polygon\":300}],73:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var f=0;f<3;++f){for(var h=o.length/3|0,d=0;d<r[f].length;++d){var m=+r[f][d].x;o.push(m,0,1,m,1,1,m,0,-1,m,0,-1,m,1,1,m,1,-1)}var g=o.length/3|0;s[f]=h,l[f]=g-h;h=o.length/3|0;for(var v=0;v<r[f].length;++v){m=+r[f][v].x;o.push(m,0,1,m,1,1,m,0,-1,m,0,-1,m,1,1,m,1,-1)}g=o.length/3|0;c[f]=h,u[f]=g-h}var y=n(t,new Float32Array(o)),x=i(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=a(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function f(t){return t[0]=t[1]=t[2]=0,t}function h(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,i,a,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=i,this.tickOffset=a,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,i){var a=f(s);this.shader.uniforms.majorAxis=s,a[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=a;var o,u=h(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=n,(o=f(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=f(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,i){if(this.tickCount[t]){var a=f(o);a[t]=1,this.shader.uniforms.majorAxis=a,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=i;var s=f(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,i,a){if(this.gridCount[t]){var u=f(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=h(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=f(o);d[t]=1,this.shader.uniforms.majorAxis=d;var m=f(l);m[t]=1,this.shader.uniforms.screenAxis=m,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,i,a){var o=f(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=h(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=f(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=i,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{\"./shaders\":74,\"gl-buffer\":78,\"gl-vao\":150}],74:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.line=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return i(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return i(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":132,glslify:231}],75:[function(t,e,r){(function(r){(function(){\"use strict\";e.exports=function(t,e,r,a,s,l){var u=n(t),f=i(t,[{buffer:u,size:3}]),h=o(t);h.attributes.position.location=0;var p=new c(t,h,u,f);return p.update(e,r,a,s,l),p};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,f=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var i=this.shader.uniforms;i.model=t,i.view=e,i.projection=r,i.pixelScale=n,f[0]=this.gl.drawingBufferWidth,f[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=f},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,i){var o=[];function s(t,e,r,n,i,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return a(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:i,styletags:s}));for(var f=(n||12)/12,h=u.positions,p=u.cells,d=0,m=p.length;d<m;++d)for(var g=p[d],v=2;v>=0;--v){var y=h[g[v]];o.push(f*y[0],-f*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],f=[0,0,0],h=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){f[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),h[d]=(o.length/3|0)-f[d],c[d]=o.length/3|0;for(var m=0;m<n[d].length;++m)n[d][m].text&&s(n[d][m].x,n[d][m].text,n[d][m].font||i,n[d][m].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=f,this.labelCount=h},u.drawTicks=function(t,e,r,n,i,a,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,i,a,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=a,this.shader.uniforms.color=i,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this)}).call(this,t(\"_process\"))},{\"./shaders\":74,_process:5,\"gl-buffer\":78,\"gl-vao\":150,\"vectorize-text\":311}],76:[function(t,e,r){\"use strict\";function n(t,e){var r=t+\"\",n=r.indexOf(\".\"),i=0;n>=0&&(i=r.length-n-1);var a=Math.pow(10,i),o=Math.round(t*e*a),s=o+\"\";if(s.indexOf(\"e\")>=0)return s;var l=o/a,c=o%a;o<0?(l=0|-Math.ceil(l),c=0|-c):(l=0|Math.floor(l),c|=0);var u=\"\"+l;if(o<0&&(u=\"-\"+u),i){for(var f=\"\"+c;f.length<i;)f=\"0\"+f;return u+\".\"+f}return u}r.create=function(t,e){for(var r=[],i=0;i<3;++i){for(var a=[],o=(t[0][i],t[1][i],0);o*e[i]<=t[1][i];++o)a.push({x:o*e[i],text:n(e[i],o)});for(o=-1;o*e[i]>=t[0][i];--o)a.push({x:o*e[i],text:n(e[i],o)});r.push(a)}return r},r.equal=function(t,e){for(var r=0;r<3;++r){if(t[r].length!==e[r].length)return!1;for(var n=0;n<t[r].length;++n){var i=t[r][n],a=e[r][n];if(i.x!==a.x||i.text!==a.text||i.font!==a.font||i.fontColor!==a.fontColor||i.fontSize!==a.fontSize||i.dx!==a.dx||i.dy!==a.dy)return!1}}return!0}},{}],77:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,l,f){var h=e.model||c,p=e.view||c,v=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(f=f||a(h,p,v,x,y)).axis;o(u,p,h),o(u,v,u);for(var _=m,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var A=(k+1)%3,M=(k+2)%3,S=g;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var L=0;L<2;++L){S[A]=x[L^w][A];for(var C=0;C<2;++C)S[M]=x[C^L^w][M],E.push(S.slice())}var P=y?5:4;for(L=P;L===P;++L){if(0===E.length)continue t;E=i.positive(E,T[L])}for(L=0;L<E.length;++L){M=E[L];var I=d(g,u,M,r,l);for(C=0;C<3;++C)_[C].lo=Math.min(_[C].lo,M[C]),_[C].hi=Math.max(_[C].hi,M[C]),C!==k&&(_[C].pixelsPerDataUnit=Math.min(_[C].pixelsPerDataUnit,Math.abs(I[C])))}}}}return _};var n=t(\"extract-frustum-planes\"),i=t(\"split-polygon\"),a=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function f(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var h=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,i){for(var a=0;a<3;++a){for(var o=h,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[a]+=1,l(s,s,e),s[3]<0&&(t[a]=1/0),o[a]-=1,l(o,o,e),o[3]<0&&(t[a]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,f=(o[1]/o[3]-s[1]/s[3])*i;t[a]=.25*Math.sqrt(u*u+f*f)}return t}var m=[new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0),new f(1/0,-1/0,1/0)],g=[0,0,0]},{\"./lib/cube.js\":72,\"extract-frustum-planes\":67,\"gl-mat4/multiply\":100,\"gl-mat4/transpose\":109,\"gl-vec4/transformMat4\":221,\"split-polygon\":300}],78:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),i=t(\"ndarray-ops\"),a=t(\"ndarray\"),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,i){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=i}var l=s.prototype;function c(t,e,r,n,i,a){var o=i.length*i.BYTES_PER_ELEMENT;if(a<0)return t.bufferData(e,i,n),o;if(o+a>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,a,i),r}function u(t,e){for(var r=n.malloc(t.length,e),i=t.length,a=0;a<i;++a)r[a]=t[a];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&void 0!==t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=a(s,t.shape);i.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var f;f=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?f:f.subarray(0,t.length),e),n.free(f)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var i=t.createBuffer(),a=new s(t,r,i,0,n);return a.update(e),a}},{ndarray:259,\"ndarray-ops\":254,\"typedarray-pool\":308}],79:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,i=t.vectors,a={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),a;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,f=1/0,h=-1/0,p=null,d=null,m=[],g=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),f=Math.min(x[2],f),h=Math.max(x[2],h);var b=i[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(g=Math.min(g,_),v=!1):v=!0}v||(p=x,d=b),m.push(b)}var w=[s,c,f],T=[l,u,h];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(g)||(g=1),a.vectorScale=g;var A=t.coneSize||.5;t.absoluteConeSize&&(A=t.absoluteConeSize*k),a.coneScale=A;y=0;for(var M=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],L=x[2],C=m[y],P=n.length(C)*k,I=0;I<8;I++){a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.positions.push([S,E,L,M++]),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vectors.push(C),a.vertexIntensity.push(P,P,P),a.vertexIntensity.push(P,P,P);var O=a.positions.length;a.cells.push([O-6,O-5,O-4],[O-3,O-2,O-1])}return a};var i=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:i,traceType:\"cone\"})}},{\"./create_mesh\":80,\"./lib/shaders\":81,\"gl-vec3\":169}],80:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e,r,n,i,a,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=i,this.triangleVectors=a,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=f,this._view=f,this._projection=f,this._resolution=[1,1]}var p=h.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function m(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var i=e[n],a=0;a<3;++a)r[4*n+a]=i[a];r[4*n+3]=255*i[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,i=t.vectors;if(n&&r&&i){var a=[],o=[],s=[],l=[],f=[];this.cells=r,this.positions=n,this.vectors=i;var h=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,m=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],m=+t.vertexIntensityBounds[1];else for(var g=0;g<p.length;++g){var v=p[g];d=Math.min(d,v),m=Math.max(m,v)}else for(g=0;g<n.length;++g){v=n[g][2];d=Math.min(d,v),m=Math.max(m,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(g=0;g<n.length;++g)for(var y=n[g],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(g=0;g<r.length;++g){var _=r[g];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];a.push(y[0],y[1],y[2],y[3]);var k=i[T];o.push(k[0],k[1],k[2],k[3]||0);var A,M=h;3===M.length?s.push(M[0],M[1],M[2],1):s.push(M[0],M[1],M[2],M[3]),A=p?[(p[T]-d)/(m-d),0]:[(y[2]-d)/(m-d),0],l.push(A[0],A[1]),f.push(g)}b+=1}}this.triangleCount=b,this.trianglePositions.update(a),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(f))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:i,inverseModel:f.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/h}if(this.triangleCount>0){var m=this.triShader;m.bind(),m.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||f,n=t.view||f,i=t.projection||f,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:i,clipBounds:a,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),i={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?i.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(i.intensity=this.intensity[r[1]],i.velocity=this.vectors[r[1]].slice(0,3),i.divergence=this.vectors[r[1]][3],i.index=e),i},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=m(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var f=i(t),p=i(t),g=i(t),v=i(t),y=i(t),x=a(t,[{buffer:f,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new h(t,u,s,l,f,p,y,g,v,x,r.traceType||\"cone\");return b.update(e),b}},{colormap:53,\"gl-buffer\":78,\"gl-mat4/invert\":98,\"gl-mat4/multiply\":100,\"gl-shader\":132,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259}],81:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:231}],82:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FORM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t.bindRenderbuffer(t.RENDERBUFFER,a),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,i,t.RENDERBUFFER,a),a}function d(t,e,r,n,i,a,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(i);for(var d=0;d<i;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=a,this._useStencil=o;var m=this,g=[0|e,0|r];Object.defineProperties(g,{0:{get:function(){return m._shape[0]},set:function(t){return m.width=t}},1:{get:function(){return m._shape[1]},set:function(t){return m.height=t}}}),this._shapeVector=g,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),i=t._shape[0],a=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,m=t._useDepth,g=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=h(r,i,a,g,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,i,a,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=h(r,i,a,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m&&(t.depth=h(r,i,a,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):m&&d?t._depth_rb=p(r,i,a,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):m?t._depth_rb=p(r,i,a,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,i,a,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),f(x)}u(r,e)}(this)}var m=d.prototype;function g(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,i=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var a=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,a),f(s)),u(n,a)}}Object.defineProperties(m,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return g(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return g(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,g(this,this._shape[0],t),t},enumerable:!1}}),m.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},m.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":146}],87:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,i=t(\"gl-constants/lookup\"),a=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=a(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===i.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),f=t.split(\"\\n\"),h={},p=0;p<f.length;p++){var d=f[p];if(\"\"!==d&&\"\\0\"!==d){var m=parseInt(d.split(\":\")[2]);if(isNaN(m))throw new Error(n(\"Could not parse error: %s\",d));h[m]=d}}var g=o(e).split(\"\\n\");for(p=0;p<g.length;p++)if(h[p+3]||h[p+2]||h[p+1]){var v=g[p];if(c+=v+\"\\n\",h[p+1]){var y=h[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":9,\"gl-constants/lookup\":83,\"glsl-shader-name\":223,\"sprintf-js\":301}],88:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),i=o(r,l.pickVertex,l.pickFragment),a=s(r),u=s(r),f=s(r),h=s(r),p=new c(t,n,i,a,u,f,h);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),i=t(\"iota-array\"),a=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,i,a,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=i,this.colorBuffer=a,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,f=c.prototype,h=[0,0,1,0,0,1,1,0,1,1,0,1];f.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var i=t.gl,a=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=a[2]-a[0],c=a[3]-a[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-a[0])/l-1,u[7]=2*(r[1]-a[1])/c-1,e.bind();var f=e.uniforms;f.viewTransform=u,f.shape=this.shape;var h=e.attributes;this.positionBuffer.bind(),h.position.pointer(),this.weightBuffer.bind(),h.weight.pointer(i.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),h.color.pointer(i.UNSIGNED_BYTE,!0),i.drawArrays(i.TRIANGLES,0,n)}}),f.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,i=this.pickShader,a=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=a[2]-a[0],u=a[3]-a[1],f=l[2]-l[0],h=l[3]-l[1];t[0]=2*c/f,t[4]=2*u/h,t[6]=2*(a[0]-l[0])/f-1,t[7]=2*(a[1]-l[1])/h-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,i.bind();var d=i.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var m=i.attributes;return this.positionBuffer.bind(),m.position.pointer(),this.weightBuffer.bind(),m.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),m.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),f.pick=function(t,e,r){var n=this.pickOffset,i=this.shape[0]*this.shape[1];if(r<n||r>=n+i)return null;var a=r-n,o=this.xData,s=this.yData;return{object:this,pointId:a,dataCoord:[o[a%this.shape[0]],s[a/this.shape[0]|0]]}},f.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||i(e[0]),o=t.y||i(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,f,p,d=t.colorLevels||[0],m=t.colorValues||[0,0,0,1],g=d.length,v=this.bounds;l?(c=v[0]=r[0],u=v[1]=o[0],f=v[2]=r[r.length-1],p=v[3]=o[o.length-1]):(c=v[0]=r[0]+(r[1]-r[0])/2,u=v[1]=o[0]+(o[1]-o[0])/2,f=v[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=v[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var y=1/(f-c),x=1/(p-u),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(h.length>>>1);this.numVertices=w;for(var T=a.mallocUint8(4*w),k=a.mallocFloat32(2*w),A=a.mallocUint8(2*w),M=a.mallocUint32(w),S=0,E=l?b-1:b,L=l?_-1:_,C=0;C<L;++C){var P,I;l?(P=x*(o[C]-u),I=x*(o[C+1]-u)):(P=C<_-1?x*(o[C]-(o[C+1]-o[C])/2-u):x*(o[C]-(o[C]-o[C-1])/2-u),I=C<_-1?x*(o[C]+(o[C+1]-o[C])/2-u):x*(o[C]+(o[C]-o[C-1])/2-u));for(var O=0;O<E;++O){var z,D;l?(z=y*(r[O]-c),D=y*(r[O+1]-c)):(z=O<b-1?y*(r[O]-(r[O+1]-r[O])/2-c):y*(r[O]-(r[O]-r[O-1])/2-c),D=O<b-1?y*(r[O]+(r[O+1]-r[O])/2-c):y*(r[O]+(r[O]-r[O-1])/2-c));for(var R=0;R<h.length;R+=2){var F,B,N,j,U=h[R],V=h[R+1],H=s[l?(C+V)*b+(O+U):C*b+O],q=n.le(d,H);if(q<0)F=m[0],B=m[1],N=m[2],j=m[3];else if(q===g-1)F=m[4*g-4],B=m[4*g-3],N=m[4*g-2],j=m[4*g-1];else{var G=(H-d[q])/(d[q+1]-d[q]),Y=1-G,W=4*q,X=4*(q+1);F=Y*m[W]+G*m[X],B=Y*m[W+1]+G*m[X+1],N=Y*m[W+2]+G*m[X+2],j=Y*m[W+3]+G*m[X+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*z+.5*D,k[2*S+1]=.5*P+.5*I,A[2*S]=U,A[2*S+1]=V,M[S]=C*b+O,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(A),this.colorBuffer.update(T),this.idBuffer.update(M),a.free(k),a.free(T),a.free(A),a.free(M)},f.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":89,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-shader\":132,\"iota-array\":235,\"typedarray-pool\":308}],89:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:231}],90:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return i(t,a,o,null,l)},r.createPickShader=function(t){return i(t,a,s,null,l)}},{\"gl-shader\":132,glslify:231}],91:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=f(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=h(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=i(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=a(e,u);d.wrap=e.REPEAT;var m=new v(e,r,o,s,l,d);return m.update(t),m};var n=t(\"gl-buffer\"),i=t(\"gl-vao\"),a=t(\"gl-texture2d\"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t(\"binary-search-bounds\"),c=t(\"ndarray\"),u=t(\"./lib/shaders\"),f=u.createShader,h=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var i=t[n]-e[n];r+=i*i}return Math.sqrt(r)}function m(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function g(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,i,a){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=i,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=a,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:m(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:m(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var n=!!t.connectGaps;\"dashScale\"in t&&(this.dashScale=t.dashScale),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=+t.opacity,this.opacity<1&&(this.hasAlpha=!0));var i=[],a=[],o=[],s=0,u=0,f=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],h=t.position||t.positions;if(h){var p=t.color||t.colors||[0,0,0,1],m=t.lineWidth||1,g=!1;t:for(e=1;e<h.length;++e){var v,y,x,b=h[e-1],_=h[e];for(a.push(s),o.push(b.slice()),r=0;r<3;++r){if(isNaN(b[r])||isNaN(_[r])||!isFinite(b[r])||!isFinite(_[r])){if(!n&&i.length>0){for(var w=0;w<24;++w)i.push(i[i.length-12]);u+=2,g=!0}continue t}f[0][r]=Math.min(f[0][r],b[r],_[r]),f[1][r]=Math.max(f[1][r],b[r],_[r])}Array.isArray(p[0])?(v=p.length>e-1?p[e-1]:p.length>0?p[p.length-1]:[0,0,0,1],y=p.length>e?p[e]:p.length>0?p[p.length-1]:[0,0,0,1]):v=y=p,3===v.length&&(v=[v[0],v[1],v[2],1]),3===y.length&&(y=[y[0],y[1],y[2],1]),!this.hasAlpha&&v[3]<1&&(this.hasAlpha=!0),x=Array.isArray(m)?m.length>e-1?m[e-1]:m.length>0?m[m.length-1]:[0,0,0,1]:m;var T=s;if(s+=d(b,_),g){for(r=0;r<2;++r)i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3]);u+=2,g=!1}i.push(b[0],b[1],b[2],_[0],_[1],_[2],T,x,v[0],v[1],v[2],v[3],b[0],b[1],b[2],_[0],_[1],_[2],T,-x,v[0],v[1],v[2],v[3],_[0],_[1],_[2],b[0],b[1],b[2],s,-x,y[0],y[1],y[2],y[3],_[0],_[1],_[2],b[0],b[1],b[2],s,x,y[0],y[1],y[2],y[3]),u+=4}}if(this.buffer.update(i),a.push(s),o.push(h[h.length-1].slice()),this.bounds=f,this.vertexCount=u,this.points=o,this.arcLength=a,\"dashes\"in t){var k=t.dashes.slice();for(k.unshift(0),e=1;e<k.length;++e)k[e]=k[e-1]+k[e];var A=c(new Array(1024),[256,1,4]);for(e=0;e<256;++e){for(r=0;r<4;++r)A.set(e,0,r,0);1&l.le(k,k[k.length-1]*e/255)?A.set(e,0,0,0):A.set(e,0,0,255)}this.texture.setPixels(A)}},y.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()},y.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=function(t,e,r,n){return o[0]=n,o[1]=r,o[2]=e,o[3]=t,s[0]}(t.value[0],t.value[1],t.value[2],0),r=l.le(this.arcLength,e);if(r<0)return null;if(r===this.arcLength.length-1)return new g(this.arcLength[this.arcLength.length-1],this.points[this.points.length-1].slice(),r);for(var n=this.points[r],i=this.points[Math.min(r+1,this.points.length-1)],a=(e-this.arcLength[r])/(this.arcLength[r+1]-this.arcLength[r]),c=1-a,u=[0,0,0],f=0;f<3;++f)u[f]=c*n[f]+a*i[f];var h=Math.min(a<.5?r:r+1,this.points.length-1);return new g(e,u,h,this.points[h])}},{\"./lib/shaders\":90,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259}],92:[function(t,e,r){e.exports=function(t){var e=new Float32Array(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}},{}],93:[function(t,e,r){e.exports=function(){var t=new Float32Array(16);return 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t[0]=1-(p+m),t[1]=f+y,t[2]=h-v,t[3]=0,t[4]=f-y,t[5]=1-(u+m),t[6]=d+g,t[7]=0,t[8]=h+v,t[9]=d-g,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],97:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],98:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],i=e[2],a=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],f=e[9],h=e[10],p=e[11],d=e[12],m=e[13],g=e[14],v=e[15],y=r*s-n*o,x=r*l-i*o,b=r*c-a*o,_=n*l-i*s,w=n*c-a*s,T=i*c-a*l,k=u*m-f*d,A=u*g-h*d,M=u*v-p*d,S=f*g-h*m,E=f*v-p*m,L=h*v-p*g,C=y*L-x*E+b*S+_*M-w*A+T*k;if(!C)return null;return C=1/C,t[0]=(s*L-l*E+c*S)*C,t[1]=(i*E-n*L-a*S)*C,t[2]=(m*T-g*w+v*_)*C,t[3]=(h*w-f*T-p*_)*C,t[4]=(l*M-o*L-c*A)*C,t[5]=(r*L-i*M+a*A)*C,t[6]=(g*b-d*T-v*x)*C,t[7]=(u*T-h*b+p*x)*C,t[8]=(o*E-s*M+c*k)*C,t[9]=(n*M-r*E-a*k)*C,t[10]=(d*w-m*b+v*y)*C,t[11]=(f*b-u*w-p*y)*C,t[12]=(s*A-o*S-l*k)*C,t[13]=(r*S-n*A+i*k)*C,t[14]=(m*x-d*_-g*y)*C,t[15]=(u*_-f*x+h*y)*C,t}},{}],99:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,i){var a,o,s,l,c,u,f,h,p,d,m=e[0],g=e[1],v=e[2],y=i[0],x=i[1],b=i[2],_=r[0],w=r[1],T=r[2];if(Math.abs(m-_)<1e-6&&Math.abs(g-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);f=m-_,h=g-w,p=v-T,d=1/Math.sqrt(f*f+h*h+p*p),a=x*(p*=d)-b*(h*=d),o=b*(f*=d)-y*p,s=y*h-x*f,(d=Math.sqrt(a*a+o*o+s*s))?(a*=d=1/d,o*=d,s*=d):(a=0,o=0,s=0);l=h*s-p*o,c=p*a-f*s,u=f*o-h*a,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=a,t[1]=l,t[2]=f,t[3]=0,t[4]=o,t[5]=c,t[6]=h,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(a*m+o*g+s*v),t[13]=-(l*m+c*g+u*v),t[14]=-(f*m+h*g+p*v),t[15]=1,t}},{\"./identity\":97}],100:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],m=e[12],g=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*f+w*m,t[1]=x*i+b*l+_*h+w*g,t[2]=x*a+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*f+w*m,t[5]=x*i+b*l+_*h+w*g,t[6]=x*a+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*f+w*m,t[9]=x*i+b*l+_*h+w*g,t[10]=x*a+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*f+w*m,t[13]=x*i+b*l+_*h+w*g,t[14]=x*a+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],101:[function(t,e,r){e.exports=function(t,e,r,n,i,a,o){var s=1/(e-r),l=1/(n-i),c=1/(a-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(i+n)*l,t[14]=(o+a)*c,t[15]=1,t}},{}],102:[function(t,e,r){e.exports=function(t,e,r,n,i){var a=1/Math.tan(e/2),o=1/(n-i);return t[0]=a/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(i+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*i*n*o,t[15]=0,t}},{}],103:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,w,T,k,A,M,S,E=n[0],L=n[1],C=n[2],P=Math.sqrt(E*E+L*L+C*C);if(Math.abs(P)<1e-6)return null;E*=P=1/P,L*=P,C*=P,i=Math.sin(r),a=Math.cos(r),o=1-a,s=e[0],l=e[1],c=e[2],u=e[3],f=e[4],h=e[5],p=e[6],d=e[7],m=e[8],g=e[9],v=e[10],y=e[11],x=E*E*o+a,b=L*E*o+C*i,_=C*E*o-L*i,w=E*L*o-C*i,T=L*L*o+a,k=C*L*o+E*i,A=E*C*o+L*i,M=L*C*o-E*i,S=C*C*o+a,t[0]=s*x+f*b+m*_,t[1]=l*x+h*b+g*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+f*T+m*k,t[5]=l*w+h*T+g*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*A+f*M+m*S,t[9]=l*A+h*M+g*S,t[10]=c*A+p*M+v*S,t[11]=u*A+d*M+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],104:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=a*i+c*n,t[5]=o*i+u*n,t[6]=s*i+f*n,t[7]=l*i+h*n,t[8]=c*i-a*n,t[9]=u*i-o*n,t[10]=f*i-s*n,t[11]=h*i-l*n,t}},{}],105:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],f=e[10],h=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i-c*n,t[1]=o*i-u*n,t[2]=s*i-f*n,t[3]=l*i-h*n,t[8]=a*n+c*i,t[9]=o*n+u*i,t[10]=s*n+f*i,t[11]=l*n+h*i,t}},{}],106:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),i=Math.cos(r),a=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],f=e[6],h=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=a*i+c*n,t[1]=o*i+u*n,t[2]=s*i+f*n,t[3]=l*i+h*n,t[4]=c*i-a*n,t[5]=u*i-o*n,t[6]=f*i-s*n,t[7]=h*i-l*n,t}},{}],107:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],i=r[1],a=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*a,t[9]=e[9]*a,t[10]=e[10]*a,t[11]=e[11]*a,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],108:[function(t,e,r){e.exports=function(t,e,r){var n,i,a,o,s,l,c,u,f,h,p,d,m=r[0],g=r[1],v=r[2];e===t?(t[12]=e[0]*m+e[4]*g+e[8]*v+e[12],t[13]=e[1]*m+e[5]*g+e[9]*v+e[13],t[14]=e[2]*m+e[6]*g+e[10]*v+e[14],t[15]=e[3]*m+e[7]*g+e[11]*v+e[15]):(n=e[0],i=e[1],a=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],f=e[8],h=e[9],p=e[10],d=e[11],t[0]=n,t[1]=i,t[2]=a,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=f,t[9]=h,t[10]=p,t[11]=d,t[12]=n*m+s*g+f*v+e[12],t[13]=i*m+l*g+h*v+e[13],t[14]=a*m+c*g+p*v+e[14],t[15]=o*m+u*g+d*v+e[15]);return t}},{}],109:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],i=e[3],a=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=a,t[11]=e[14],t[12]=i,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],110:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),i=t(\"polytope-closest-point/lib/closest_point_2d.js\");function a(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var i=0;i<4;++i)r[i]+=t[4*n+i]*e[n];return r}function o(t,e,r,n,i){for(var o=a(n,a(r,a(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*i[0]*(1+o[0]),.5*i[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var i=t[n],a=e[n],o=0;o<3;++o)r[o]+=a*i[o];return r}e.exports=function(t,e,r,a,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),f=0;f<t.length;++f)u[f]=o(t[f],r,a,l,c);var h=0,p=1/0;for(f=0;f<u.length;++f){for(var d=0,m=0;m<2;++m)d+=Math.pow(u[f][m]-e[m],2);d<p&&(p=d,h=f)}var g=function(t,e){if(2===t.length){for(var r=0,a=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),a+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),a=Math.sqrt(a),r+a<1e-6?[1,0]:[a/(r+a),r/(a+r)]}if(3===t.length){var s=[0,0];return i(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(f=0;f<3;++f){if(g[f]<-.001||g[f]>1.0001)return null;v+=g[f]}if(Math.abs(v-1)>.001)return null;return[h,s(t,g),g]}},{barycentric:14,\"polytope-closest-point/lib/closest_point_2d.js\":270}],111:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:h,fragment:f,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:231}],112:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),f=t(\"colormap\"),h=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),m=t(\"./lib/closest-point\"),g=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,i,a,o,s,l,c,u,f,h,p,d,m,g,v,y,x,b,_,T,k,A,M,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=i,this.pickShader=a,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=h,this.triangleUVs=f,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=g,this.edgeUVs=v,this.edgeIds=m,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=A,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=M,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function A(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function M(t){var e=n(t,g.vertex,g.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function L(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function C(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=h(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,i=e.vertexWeights,a=r.length,o=p.mallocFloat32(6*a),s=0,l=0;l<a;++l)for(var c=r[l],u=0;u<2;++u){var f=c[0];2===c.length&&(f=c[u]);for(var d=n[f][0],m=n[f][1],g=i[f],v=1-g,y=this.positions[d],x=this.positions[m],b=0;b<3;++b)o[s++]=g*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=f({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),i=0;i<256;++i){for(var a=r[i],o=0;o<3;++o)n[4*i+o]=a[o];n[4*i+3]=e?255*A(i/255,e):255*a[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var i=[],a=[],l=[],c=[],h=[],p=[],d=[],m=[],g=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,M=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,M)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,L=t.meshColor||[1,1,1,1],C=t.vertexUVs,P=t.vertexIntensity,I=t.cellUVs,O=t.cellIntensity,z=1/0,D=-1/0;if(!C&&!I)if(P)if(t.vertexIntensityBounds)z=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];z=Math.min(z,F),D=Math.max(D,F)}else if(O)if(t.cellIntensityBounds)z=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<O.length;++R){F=O[R];z=Math.min(z,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];z=Math.min(z,F),D=Math.max(D,F)}this.intensity=P||(O||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(O||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,H=0,q=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?y.push(X[0],X[1],X[2],this.opacity):(y.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],x.push(Z[0],Z[1]),B?b.push(B[W]):b.push(N),_.push(R),q+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),X=S?S[W]:E?E[R]:L,this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?d.push(X[0],X[1],X[2],this.opacity):(d.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],m.push(Z[0],Z[1]),g.push(R)}H+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,X,Z,J;j=n[W=G[2-U]];i.push(j[0],j[1],j[2]),(X=S?S[W]:E?E[R]:L)?this.opacityscale&&P?a.push(X[0],X[1],X[2],this.opacity*A((P[W]-z)/(D-z),this.opacityscale)):3===X.length?a.push(X[0],X[1],X[2],this.opacity):(a.push(X[0],X[1],X[2],X[3]*this.opacity),X[3]<1&&(this.hasAlpha=!0)):a.push(.5,.5,.5,1),Z=C?C[W]:P?[(P[W]-z)/(D-z),0]:I?I[R]:O?[(O[R]-z)/(D-z),0]:[(j[2]-z)/(D-z),0],c.push(Z[0],Z[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),h.push(R)}V+=1}}this.pointCount=q,this.edgeCount=H,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(m),this.edgeIds.update(new Uint32Array(g)),this.trianglePositions.update(i),this.triangleColors.update(a),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(h))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:i,inverseModel:w.slice(),clipBounds:a,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var f,h=u[15];for(o=0;o<3;++o)h+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/h}this.triangleCount>0&&((f=this.triShader).bind(),f.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((f=this.lineShader).bind(),f.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((f=this.pointShader).bind(),f.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((f=this.contourShader).bind(),f.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,i=t.projection||w,a=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)a[0][o]=Math.max(a[0][o],this.clipBounds[0][o]),a[1][o]=Math.min(a[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(i),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:i,clipBounds:a,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,i=new Array(r.length),a=0;a<r.length;++a)i[a]=n[r[a]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],f=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:f}}var h=m(i,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!h)return null;var p=h[2],d=0;for(a=0;a<r.length;++a)d+=p[a]*this.intensity[r[a]];return{position:h[1],index:r[h[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[h[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\");if(!r)throw new Error(\"derivatives not supported\");var n=M(t),s=S(t),l=E(t),c=L(t),f=C(t),h=P(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=i(t),m=i(t),g=i(t),v=i(t),y=i(t),x=a(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:g,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=i(t),_=i(t),w=i(t),k=i(t),A=a(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),I=i(t),O=i(t),z=i(t),D=i(t),R=i(t),F=a(t,[{buffer:I,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:O,type:t.FLOAT,size:4},{buffer:z,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=i(t),N=a(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,f,h,d,y,m,g,v,x,b,k,_,w,A,I,R,O,z,D,F,B,N);return j.update(e),j}},{\"./lib/closest-point\":110,\"./lib/shaders\":111,colormap:53,\"gl-buffer\":78,\"gl-mat4/invert\":98,\"gl-mat4/multiply\":100,\"gl-shader\":132,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259,normals:261,\"simplicial-complex-contour\":291,\"typedarray-pool\":308}],113:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=i(e,a.boxVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,i){var a=this.plot,o=this.shader,c=a.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=i,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":116,\"gl-buffer\":78,\"gl-shader\":132}],114:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,o.gridVert,o.gridFrag),l=i(e,o.tickVert,o.gridFrag);return new s(t,r,a,l)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,f,h,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],f=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,i=t.gl,a=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,h=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,m=0;m<2;++m){var g=a[m],v=a[m+2]-g,y=.5*(o[m+2]+o[m]),x=o[m+2]-o[m];u[m]=2*v/x,c[m]=2*(g-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(m=0;m<2;++m){f[0]=f[1]=0,f[m]=1,r.uniforms.dataAxis=f,r.uniforms.lineWidth=l[m]/(s[m+2]-s[m])*d,r.uniforms.color=h[m];var _=6*n[m].length;p[m]&&_&&i.drawArrays(i.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],i=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,f=this.ticks,h=s.gl,p=s._tickBounds,d=s.dataBox,m=s.viewBox,g=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=m[2]-m[0],_=m[3]-m[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,A=.5*(d[w+2]+d[w]),M=d[w+2]-d[w];e[w]=2*k/M,t[w]=2*(T-A)/M}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,L=s.tickMarkWidth,C=s.tickMarkColor,P=6*f[0].length,I=Math.min(a.ge(f[0],(d[0]-p[0])/(p[2]-p[0]),l),f[0].length),O=Math.min(a.gt(f[0],(d[2]-p[0])/(p[2]-p[0]),l),f[0].length),z=0+6*I,D=6*Math.max(0,O-I),R=Math.min(a.ge(f[1],(d[1]-p[1])/(p[3]-p[1]),l),f[1].length),F=Math.min(a.gt(f[1],(d[3]-p[1])/(p[3]-p[1]),l),f[1].length),B=P+6*R,N=6*Math.max(0,F-R);i[0]=2*(m[0]-E[1])/y-1,i[1]=(m[3]+m[1])/x-1,o[0]=E[1]*g/y,o[1]=L[1]*g/x,N&&(S.color=C[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(m[2]+m[0])/y-1,i[1]=2*(m[1]-E[0])/x-1,o[0]=L[0]*g/y,o[1]=E[0]*g/x,D&&(S.color=C[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D)),i[0]=2*(m[2]+E[3])/y-1,i[1]=(m[3]+m[1])/x-1,o[0]=E[3]*g/y,o[1]=L[3]*g/x,N&&(S.color=C[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=i,h.drawArrays(h.TRIANGLES,B,N)),i[0]=(m[2]+m[0])/y-1,i[1]=2*(m[3]+E[2])/x-1,o[0]=L[2]*g/y,o[1]=E[2]*g/x,D&&(S.color=C[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=i,h.drawArrays(h.TRIANGLES,z,D))}}(),d.update=(h=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),i=(this.plot.zeroLineEnable,0),a=[[],[]],o=0;o<2;++o)for(var s=a[o],l=e[o],c=r[o],u=r[o+2],f=0;f<l.length;++f){var d=(l[f].x-c)/(u-c);s.push(d);for(var m=0;m<6;++m)n[i++]=d,n[i++]=h[m],n[i++]=p[m]}this.ticks=a,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":116,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-shader\":132}],115:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=i(e,a.lineVert,a.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,i,a){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=i*o.pixelRatio,c.uniforms.color=a,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":116,\"gl-buffer\":78,\"gl-shader\":132}],116:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),i=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:i,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:i,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:i,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:231}],117:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),a=i(e,s.textVert,s.textFrag);return new l(t,r,a)};var n=t(\"gl-buffer\"),i=t(\"gl-shader\"),a=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,f,h,p,d,m=l.prototype;m.drawTicks=(c=[0,0],u=[0,0],f=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],i=this.tickOffset[t],a=e.gl,s=e.viewBox,l=e.dataBox,h=e.screenBox,p=e.pixelRatio,d=e.tickEnable,m=e.tickPad,g=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),A=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(h[2+t]-h[t])-1;var M=2/h[2+(1^t)]-h[1^t];u[1^t]=M*s[1^t]-1,d[t]&&(u[1^t]-=M*p*m[t],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t],r.uniforms.angle=v[t],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t]&&T&&(u[1^t]-=M*p*x[t],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],a.drawArrays(a.TRIANGLES,w,T)),u[1^t]=M*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=M*p*m[t+2],k<A&&i[A]>i[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=g[t+2],r.uniforms.angle=v[t+2],a.drawArrays(a.TRIANGLES,i[k],i[A]-i[k]))),y[t+2]&&T&&(u[1^t]+=M*p*x[t+2],r.uniforms.dataAxis=f,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],a.drawArrays(a.TRIANGLES,w,T))}),m.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,i=r.gl,a=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-a[u])/(a[2+u]-a[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,i.drawArrays(i.TRIANGLES,this.titleOffset,this.titleCount)}}}(),m.bind=(h=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,i=t.screenBox,a=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],f=a[o],m=a[o+2]-f,g=i[o],v=i[o+2]-g;p[o]=2*l/u*m/v,h[o]=2*(s-c)/u*m/v}d[1]=2*t.pixelRatio/(i[3]-i[1]),d[0]=d[1]*(i[3]-i[1])/(i[2]-i[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=h,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),m.update=function(t){var e,r,n,i,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],f=[-1/0],h=l[o];for(e=0;e<h.length;++e){var p=h[e],d=p.x,m=p.text,g=p.font||\"sans-serif\";i=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=m.split(\"\\n\"),b=0;b<x.length;b++)for(n=a(g,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*i,-n[r+1]*i-b*i*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),f.push(d)}this.tickOffset[o]=u,this.tickX[o]=f}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=a(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,i=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=a(t.titleFont,t.title).data,i=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*i,-n[e+1]*i,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},m.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":116,\"binary-search-bounds\":31,\"gl-buffer\":78,\"gl-shader\":132,\"text-cache\":303}],118:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=i(c),c.text=a(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),i=t(\"./lib/grid\"),a=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function f(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,i=this.pixelRatio,a=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),a.draw();var f=this.zeroLineEnable,h=this.zeroLineColor,p=this.zeroLineWidth;if(f[0]||f[1]){o.bind();for(var d=0;d<2;++d)if(f[d]&&n[d]<=0&&n[d+2]>=0){var m=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(m,e[1],m,e[3],p[d],h[d]):o.drawLine(e[0],m,e[2],m,p[d],h[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var g=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(g[1]&&o.drawLine(r[0],r[1]-.5*v[1]*i,r[0],r[3]+.5*v[3]*i,v[1],y[1]),g[0]&&o.drawLine(r[0]-.5*v[0]*i,r[1],r[2]+.5*v[2]*i,r[1],v[0],y[0]),g[3]&&o.drawLine(r[2],r[1]-.5*v[1]*i,r[2],r[3]+.5*v[3]*i,v[3],y[3]),g[2]&&o.drawLine(r[0]-.5*v[0]*i,r[3],r[2]+.5*v[2]*i,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,i=this.viewBox,a=0|Math.round((t-i[0]/r)*n),o=0|Math.round((e-i[1]/r)*n),s=this.pickBuffer.query(a,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var f=c[u].pick(a,o,l);if(f)return f}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,i=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/i,10,10/i]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var a=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=a[s].slice(0);0!==l.length&&(l.sort(f),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:a}),this.text.update({bounds:o,ticks:a,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":113,\"./lib/grid\":114,\"./lib/line\":115,\"./lib/text\":117,\"gl-select-static\":131}],119:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=i({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],f=0,h=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,i=e-2*r;c.idle(e-r),c.recalcMatrix(i),c.flush(e-(100+2*r));for(var a=!0,o=c.computedMatrix,s=0;s<16;++s)a=a&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===h&&t.clientHeight===p;return h=t.clientWidth,p=t.clientHeight,a?!l:(f=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),i=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var a=n();c._active.lookAt(a,r,i,e),c._active.lookAt(a+500,r,i,[0,0,1]),c._active.flush(a)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return f},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,i,a){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,h=!!a.control,p=!!a.alt,m=!!a.shift,g=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(i-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,A=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&g&&!h&&!p&&!m||g&&!h&&!p&&m)&&c.rotate(A,w*k*b,-T*k*_,0),(l&&g&&!h&&!p&&!m||v||g&&h&&!p&&!m)&&c.pan(A,-d.translateSpeed*b*f,d.translateSpeed*_*f,0),u&&g&&!h&&!p&&!m||y||g&&!h&&p&&!m)){var M=-d.zoomSpeed*_/window.innerHeight*(A-c.lastT())*100;c.pan(A,0,0,f*(Math.exp(M)-1))}return d._lastX=r,d._lastY=i,d._lastMods=a,!0}}d.mouseListener=a(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods)}),!!l&&{passive:!0}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods)}),!!l&&{passive:!0}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,i=d.flipY?1:-1,a=n();if(Math.abs(t)>Math.abs(e))c.rotate(a,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*i*e/window.innerHeight*(a-c.lastT())/20;c.pan(a,0,0,f*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),i=t(\"3d-view\"),a=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":7,\"has-passive-events\":232,\"mouse-change\":247,\"mouse-event-offset\":248,\"mouse-wheel\":250,\"right-now\":278}],120:[function(t,e,r){var n=t(\"glslify\"),i=t(\"gl-shader\"),a=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return i(t,a,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":132,glslify:231}],121:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),i=t(\"gl-axes3d\"),a=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),f=t(\"gl-mat4/perspective\"),h=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function m(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function g(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement(\"canvas\"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error(\"webgl not supported\");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new m,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},A=i(r,k);A.enable=!k.disable;var M=t.spikes||{},S=o(r,M),E=[],L=[],C=[],P=[],I=!0,O=!0,z=new Array(16),D=new Array(16),R={view:null,projection:z,model:D,_ortho:!1},F=(O=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:A,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,O=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var i=0|Math.ceil(r*N.pixelRatio),a=0|Math.ceil(n*N.pixelRatio);if(i!==e.width||a!==e.height){e.width=i,e.height=a;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n<e;++n)C[n]=0;t:for(n=0;n<t;++n){var i=E[n],a=i.pickSlots;if(a){for(var o=0;o<e;++o)if(C[o]+a<255){L[n]=o,i.setPickBase(C[o]+1),C[o]+=a;continue t}var l=s(r,F);L[n]=e,P.push(l),C.push(a),i.setPickBase(1),e+=1}else L[n]=-1}for(;e>0&&0===C[e-1];)C.pop(),P.pop().dispose()}function H(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener(\"resize\",U),N.update=function(t){N._stopped||(t=t||{},I=!0,O=!0)},N.add=function(t){N._stopped||(t.axes=A,E.push(t),L.push(-1),I=!0,O=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),L.pop(),I=!0,O=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",H),N.mouseListener.enabled=!1,!N.contextLost)){A.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,A=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=P.length,i=E.length,a=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(O=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<i;++c){var u=E[c];if(L[c]===s){var f=u.pick(l);f&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=f.distance,x.dataPosition=f.position,x.dataCoordinate=f.dataCoordinate,x.data=f,o=!0)}}}}}a&&a!==x.object&&(a.highlight&&a.highlight(null),I=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),I=!0),(o=o||x.object!==a)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",H);var q=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[q[0].slice(),q[1].slice()];function Y(){if(!H()){U();var t=N.camera.tick();R.view=N.camera.matrix,I=I||t,O=O||t,A.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=q[0],i=q[1];n[0]=n[1]=n[2]=1/0,i[0]=i[1]=i[2]=-1/0;for(var o=0;o<e;++o){(C=E[o]).pixelRatio=N.pixelRatio,C.axes=N.axes,I=I||!!C.dirty,O=O||!!C.dirty;var s=C.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),i[p]=Math.max(i[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(i[p]<n[p])n[p]=-1,i[p]=1;else{n[p]===i[p]&&(n[p]-=1,i[p]+=1);var m=.05*(i[p]-n[p]);n[p]=n[p]-m,i[p]=i[p]+m}d[0][p]=n[p],d[1][p]=i[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(O=O||v,I=I||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=g((d[1][o]-d[0][o])/10);A.autoTicks?A.update({bounds:d,tickSpacing:y}):A.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,i=n.projection,a=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(h(i,-p,p,-1,1,l,c),n._ortho=!0):(f(i,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)a[d]=0;a[15]=1;var m=0;for(d=0;d<3;++d)m=Math.max(m,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?a[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):a[5*d]=1/m,t.autoCenter&&(a[12+d]=.5*-a[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(C=E[o]).axesBounds=d,N.clipToBounds&&(C.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),O&&(O=!1,function(){if(!H()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var i=P[n];i.shape=j,i.begin();for(var a=0;a<t;++a)if(L[a]===n){var o=E[a];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}i.end()}}}()),N.axesPixels=a(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var M=!1;A.enable&&(M=M||A.isTransparent(),A.draw(R)),S.axes=A,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(C=E[o]).axes=A,C.pixelRatio=N.pixelRatio,C.isOpaque&&C.isOpaque()&&C.draw(R),C.isTransparent&&C.isTransparent()&&(M=!0)}if(M){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),A.enable&&A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){(C=E[o]).isOpaque&&C.isOpaque()&&C.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),A.isTransparent()&&A.drawTransparent(R);for(o=0;o<e;++o){var C;(C=E[o]).isTransparent&&C.isTransparent()&&C.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}I=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(I=!0,Y())},N},createCamera:n}},{\"./camera.js\":119,\"./lib/shader\":120,\"a-big-triangle\":8,\"gl-axes3d\":70,\"gl-axes3d/properties\":77,\"gl-fbo\":86,\"gl-mat4/ortho\":101,\"gl-mat4/perspective\":102,\"gl-select-static\":131,\"gl-spikes3d\":141,\"is-mobile\":238,\"mouse-change\":247}],122:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:231}],123:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,i){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=i,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,a=i(r),l=i(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),f=new s(t,a,l,c,u);return f.update(e),t.addObject(f),f};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,i=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=i?s:a.mallocFloat32(s.length),c=o?t.idToIndex:a.mallocInt32(n);if(i||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),i||a.free(l),o||a.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,i=this.plot.dataBox;if(0===this.pointCount)return t;var a=i[2]-i[0],o=i[3]-i[1],s=function(t,e){var r,n=0,i=t.length>>>1;for(r=0;r<i;r++){var a=t[2*r],o=t[2*r+1];a>=e[0]&&a<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,i),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/a,l[4]=2/o,l[6]=-2*i[0]/a-1,l[7]=-2*i[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var f=n.getParameter(n.BLEND),h=n.getParameter(n.DITHER);return f&&!this.blend&&n.disable(n.BLEND),h&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),f&&!this.blend&&n.enable(n.BLEND),h&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,i=this.pointCount;if(r<n||r>=n+i)return null;var a=r-n,o=this.points;return{object:this,pointId:a,dataCoord:[o[2*a],o[2*a+1]]}}},{\"./lib/shader\":122,\"gl-buffer\":78,\"gl-shader\":132,\"typedarray-pool\":308}],124:[function(t,e,r){e.exports=function(t,e,r,n){var i,a,o,s,l,c=e[0],u=e[1],f=e[2],h=e[3],p=r[0],d=r[1],m=r[2],g=r[3];(a=c*p+u*d+f*m+h*g)<0&&(a=-a,p=-p,d=-d,m=-m,g=-g);1-a>1e-6?(i=Math.acos(a),o=Math.sin(i),s=Math.sin((1-n)*i)/o,l=Math.sin(n*i)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*f+l*m,t[3]=s*h+l*g,t}},{}],125:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],126:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var a=i[e];a||(a=i[e]={});if(t in a)return a[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var f=[[1/0,1/0],[-1/0,-1/0]],h=u.positions.length;for(l=0;l<h;++l){var p=u.positions[l];for(c=0;c<2;++c)f[0][c]=Math.min(f[0][c],p[c]),f[1][c]=Math.max(f[1][c],p[c])}return a[t]=[s,u,f]};var i={}},{\"vectorize-text\":311}],127:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],f={vertex:a,fragment:l,attributes:u},h={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:a,fragment:c,attributes:u},m={vertex:o,fragment:c,attributes:u},g={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),i=r.attributes;return i.position.location=0,i.color.location=1,i.glyph.location=2,i.id.location=3,r}r.createPerspective=function(t){return v(t,f)},r.createOrtho=function(t){return v(t,h)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,m)},r.createPickProject=function(t){return v(t,g)}},{\"gl-shader\":132,glslify:231}],128:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),f=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function h(t,e){var r=t[0],n=t[1],i=t[2],a=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*i+e[12]*a,t[1]=e[1]*r+e[5]*n+e[9]*i+e[13]*a,t[2]=e[2]*r+e[6]*n+e[10]*i+e[14]*a,t[3]=e[3]*r+e[7]*n+e[11]*i+e[15]*a,t}function p(t,e,r,n){return h(n,n),h(n,n),h(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function m(t){return!0===t||t>1?1:t}function g(t,e,r,n,i,a,o,s,l,c,u,f){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=i,this.colorBuffer=a,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=f,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),f=i(e),h=i(e),p=i(e),d=i(e),m=a(e,[{buffer:f,size:3,type:e.FLOAT},{buffer:h,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new g(e,r,n,o,f,h,p,d,m,s,c,u);return v.update(t),v};var v=g.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=f.slice(),k=[0,0,0],A=[[0,0,0],[0,0,0]];function M(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function L(t,e,r,n){var i,a=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||f,u=r.view||f,h=r.projection||f,d=e.axesBounds,m=function(t){for(var e=A,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);i=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=h,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=m,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var g=0;g<3;++g)if(a[g]){l.scale=e.projectScale[g],l.opacity=e.projectOpacity[g];for(var v=T,L=0;L<16;++L)v[L]=0;for(L=0;L<4;++L)v[5*L]=1;v[5*g]=0,i[g]<0?v[12+g]=d[0][g]:v[12+g]=d[1][g],s(v,c,v),l.model=v;var C=(g+1)%3,P=(g+2)%3,I=M(x),O=M(b);I[C]=1,O[P]=1;var z=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,O));if(Math.abs(z[1])>Math.abs(D[1])){var R=z;z=D,D=R,R=I,I=O,O=R;var F=C;C=P,P=F}z[0]<0&&(I[C]=-1),D[1]>0&&(O[P]=-1);var B=0,N=0;for(L=0;L<4;++L)B+=Math.pow(c[4*C+L],2),N+=Math.pow(c[4*P+L],2);I[C]/=Math.sqrt(B),O[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=O,l.fragClipBounds[0]=E(k,m[0],g,-1e8),l.fragClipBounds[1]=E(k,m[1],g,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var C=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,i,a,o){var s=r.gl;if((a===r.projectHasAlpha||o)&&L(e,r,n,i),a===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||f,l.view=n.view||f,l.projection=n.projection||f,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=C,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=i,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*i),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,i){var a;a=Array.isArray(t)?e<t.length?t[e]:void 0:t,a=u(a);var o=!0;n(a)&&(a=\"\\u25bc\",o=!1);var s=c(a,r,i);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var i=0;i<3;++i)n.position[i]=n.dataCoordinate[i]=r[i];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,i=e>>16&255;this.highlightId=[r/255,n/255,i/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=m(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=m(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var i,a,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)i=c[0],a=c[1];else{i=[],a=[];for(n=0;n<c.length;++n)i[n]=c[n][0],a[n]=c[n][1]}var u=[1/0,1/0,1/0],f=[-1/0,-1/0,-1/0],h=t.glyph,p=t.color,d=t.size,g=t.angle,v=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=I(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;x+=3*k.cells.length,b+=2*A.edges.length}}var S=x+b,E=o.mallocFloat(3*S),L=o.mallocFloat(4*S),C=o.mallocFloat(2*S),P=o.mallocUint32(S);if(S>0){var O=0,z=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=I(h,n,l,this.pixelRatio)).mesh,A=N.lines,M=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)D[T]=U[T];D[3]=1}else if(4===U.length){for(T=0;T<4;++T)D[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(v)){var U;if(3===(U=B?n<v.length?v[n]:[0,0,0,0]:v).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var H=0;Array.isArray(g)?H=n<g.length?+g[n]:0:g&&(H=+g);var q=Math.cos(H),G=Math.sin(H);for(w=s[n],T=0;T<3;++T)f[T]=Math.max(f[T],w[T]),u[T]=Math.min(u[T],w[T]);var Y=i,W=a;Y=0;Array.isArray(i)?Y=n<i.length?i[n]:0:i&&(Y=i);W=0;Array.isArray(a)?W=n<a.length?a[n]:0:a&&(W=a);var X=[Y*=Y>0?1-M[0][0]:Y<0?1+M[1][0]:1,W*=W>0?1-M[0][1]:W<0?1+M[1][1]:1],Z=k.cells||[],J=k.positions||[];for(T=0;T<Z.length;++T)for(var K=Z[T],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*O+$]=w[$];for($=0;$<4;++$)L[4*O+$]=D[$];P[O]=y;var tt=J[K[Q]];C[2*O]=V*(q*tt[0]-G*tt[1]+X[0]),C[2*O+1]=V*(G*tt[0]+q*tt[1]+X[1]),O+=1}for(Z=A.edges,J=A.positions,T=0;T<Z.length;++T)for(K=Z[T],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)L[4*z+$]=R[$];P[z]=y;tt=J[K[Q]];C[2*z]=V*(q*tt[0]-G*tt[1]+X[0]),C[2*z+1]=V*(G*tt[0]+q*tt[1]+X[1]),z+=1}}}this.bounds=[u,f],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(L),this.glyphBuffer.update(C),this.idBuffer.update(P),o.free(E),o.free(L),o.free(C),o.free(P)},v.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":125,\"./lib/glyphs\":126,\"./lib/shaders\":127,\"gl-buffer\":78,\"gl-mat4/multiply\":100,\"gl-vao\":150,\"is-string-blank\":239,\"typedarray-pool\":308}],129:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:231}],130:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),i=t(\"gl-buffer\"),a=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=i(r,[0,0,0,1,1,0,1,1]),l=n(r,a.boxVertex,a.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),i=(this.outerFill,this.outerColor),a=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,f=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],h=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(f=Math.max(f,c[0]),h=Math.max(h,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<f||d<h)){o.bind();var m=s[2]-s[0],g=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,m,h,i),o.drawBox(0,h,f,d,i),o.drawBox(0,d,m,g,i),o.drawBox(p,h,m,d,i)),this.innerFill&&o.drawBox(f,h,p,d,n),r>0){var v=r*u;o.drawBox(f-v,h-v,p+v,h+v,a),o.drawBox(f-v,d-v,p+v,d+v,a),o.drawBox(f-v,h-v,f+v,d+v,a),o.drawBox(p-v,h-v,p+v,d+v,a)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":129,\"gl-buffer\":78,\"gl-shader\":132}],131:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=e[0],a=e[1],o=n(t,r,a,{}),s=i.mallocUint8(r*a*4);return new l(t,o,s)};var n=t(\"gl-fbo\"),i=t(\"typedarray-pool\"),a=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2;function s(t,e,r,n,i){this.coord=[t,e],this.id=r,this.value=n,this.distance=i}function l(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var n=this;this._readCallback=function(){n.gl&&(e.bind(),t.readPixels(0,0,e.shape[0],e.shape[1],t.RGBA,t.UNSIGNED_BYTE,n.buffer),n._readTimeout=null)}}var c=l.prototype;Object.defineProperty(c,\"shape\",{get:function(){return this.gl?this.fbo.shape.slice():[0,0]},set:function(t){if(this.gl){this.fbo.shape=t;var e=this.fbo.shape[0],r=this.fbo.shape[1];if(r*e*4>this.buffer.length){i.free(this.buffer);for(var n=this.buffer=i.mallocUint8(o(r*e*4)),a=0;a<r*e*4;++a)n[a]=255}return t}}}),c.begin=function(){var t=this.gl;this.shape;t&&(this.fbo.bind(),t.clearColor(1,1,1,1),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT))},c.end=function(){var t=this.gl;t&&(t.bindFramebuffer(t.FRAMEBUFFER,null),this._readTimeout||clearTimeout(this._readTimeout),this._readTimeout=setTimeout(this._readCallback,1))},c.query=function(t,e,r){if(!this.gl)return null;var n=this.fbo.shape.slice();t|=0,e|=0,\"number\"!=typeof r&&(r=1);var i=0|Math.min(Math.max(t-r,0),n[0]),o=0|Math.min(Math.max(t+r,0),n[0]),l=0|Math.min(Math.max(e-r,0),n[1]),c=0|Math.min(Math.max(e+r,0),n[1]);if(o<=i||c<=l)return null;var u=[o-i,c-l],f=a(this.buffer,[u[0],u[1],4],[4,4*n[0],1],4*(i+n[0]*l)),h=function(t,e,r){for(var n=1e8,i=-1,a=-1,o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++){var u=t.get(l,c,0),f=t.get(l,c,1),h=t.get(l,c,2),p=t.get(l,c,3);if(u<255||f<255||h<255||p<255){var d=e-l,m=r-c,g=d*d+m*m;g<n&&(n=g,i=l,a=c)}}return[i,a,n]}(f.hi(u[0],u[1],1),r,r),p=h[0],d=h[1];return p<0||Math.pow(this.radius,2)<h[2]?null:new s(p+i|0,d+l|0,f.get(p,d,0),[f.get(p,d,1),f.get(p,d,2),f.get(p,d,3)],Math.sqrt(h[2]))},c.dispose=function(){this.gl&&(this.fbo.dispose(),i.free(this.buffer),this.gl=null,this._readTimeout&&clearTimeout(this._readTimeout))}},{\"bit-twiddle\":32,\"gl-fbo\":86,ndarray:259,\"typedarray-pool\":308}],132:[function(t,e,r){\"use strict\";var n=t(\"./lib/create-uniforms\"),i=t(\"./lib/create-attributes\"),a=t(\"./lib/reflect\"),o=t(\"./lib/shader-cache\"),s=t(\"./lib/runtime-reflect\"),l=t(\"./lib/GLError\");function c(t){this.gl=t,this.gl.lastAttribCount=0,this._vref=this._fref=this._relink=this.vertShader=this.fragShader=this.program=this.attributes=this.uniforms=this.types=null}var u=c.prototype;function f(t,e){return t.name<e.name?-1:1}u.bind=function(){var t;this.program||this._relink();var e=this.gl.getProgramParameter(this.program,this.gl.ACTIVE_ATTRIBUTES),r=this.gl.lastAttribCount;if(e>r)for(t=r;t<e;t++)this.gl.enableVertexAttribArray(t);else if(r>e)for(t=e;t<r;t++)this.gl.disableVertexAttribArray(t);this.gl.lastAttribCount=e,this.gl.useProgram(this.program)},u.dispose=function(){for(var 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w=c[y];if(w.type.indexOf(\"mat\")>=0){for(var T=0|w.type.charAt(w.type.length-1),k=new Array(T),A=0;A<T;++A)k[A]=_.length,b.push(w.name+\"[\"+A+\"]\"),\"number\"==typeof w.location?_.push(w.location+A):Array.isArray(w.location)&&w.location.length===T&&\"number\"==typeof w.location[A]?_.push(0|w.location[A]):_.push(-1);x.push({name:w.name,type:w.type,locations:k})}else x.push({name:w.name,type:w.type,locations:[_.length]}),b.push(w.name),\"number\"==typeof w.location?_.push(0|w.location):_.push(-1)}var M=0;for(y=0;y<_.length;++y)if(_[y]<0){for(;_.indexOf(M)>=0;)M+=1;_[y]=M}var S=new Array(r.length);function E(){h.program=o.program(p,h._vref,h._fref,b,_);for(var t=0;t<r.length;++t)S[t]=p.getUniformLocation(h.program,r[t].name)}E(),h._relink=E,h.types={uniforms:a(r),attributes:a(c)},h.attributes=i(p,h,x,_),Object.defineProperty(h,\"uniforms\",n(p,h,r,S))},e.exports=function(t,e,r,n,i){var a=new c(t);return 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h=c,p=u,d=0;d<3;++d)i&&i[d]<0?(h[d]=this.bounds[0][d],p[d]=this.bounds[1][d]):(h[d]=this.bounds[1][d],p[d]=this.bounds[0][d]);f[0]=e.drawingBufferWidth,f[1]=e.drawingBufferHeight,n.uniforms.model=a,n.uniforms.view=s,n.uniforms.projection=l,n.uniforms.coordinates=[this.position,h,p],n.uniforms.colors=this.colors,n.uniforms.screenShape=f;for(d=0;d<3;++d)n.uniforms.lineWidth=this.lineWidth[d]*this.pixelRatio,this.enabled[d]&&(r.draw(e.TRIANGLES,6,6*d),this.drawSides[d]&&r.draw(e.TRIANGLES,12,18+12*d));r.unbind()},l.update=function(t){t&&(\"bounds\"in t&&(this.bounds=t.bounds),\"position\"in t&&(this.position=t.position),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"colors\"in t&&(this.colors=t.colors),\"enabled\"in t&&(this.enabled=t.enabled),\"drawSides\"in t&&(this.drawSides=t.drawSides))},l.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders/index\":140,\"gl-buffer\":78,\"gl-vao\":150}],142:[function(t,e,r){var n=t(\"glslify\"),i=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),a=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:i,fragment:a,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:231}],143:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),i=t(\"gl-vec4\"),a=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,a){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,a){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],f=[],h=[],p=[],d=[],m=0,g=0,v=i.create(),y=i.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),g=n.length(_)/a,v=i.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(h.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(h[T],p[T],p[k],p[k],h[k],h[T]),f.push(y,v,v,v,y,y),d.push(m,g,g,g,m,m);var A=c.length;u.push([A-6,A-5,A-4],[A-3,A-2,A-1])}var M=h;h=p,p=M;var S=y;y=v,v=S;var E=m;m=g,g=E}return{positions:c,cells:u,vectors:f,vertexIntensity:d}}(t,r,a,o)})),f=[],h=[],p=[],d=[];for(s=0;s<u.length;s++){var m=u[s],g=f.length;f=f.concat(m.positions),p=p.concat(m.vectors),d=d.concat(m.vertexIntensity);for(c=0;c<m.cells.length;c++){var v=m.cells[c],y=[];h.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+g)}}return{positions:f,cells:h,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var i=t[r];if(i===e)return r;if(i>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var i=Math.abs(t[n]-t[n-1]);i<e&&(e=i)}return e};e.exports=function(t,e){var r=t.startingPositions,i=t.maxLength||1e3,u=t.tubeSize||1,f=t.absoluteTubeSize,h=t.gridFill||\"+x+y+z\",p={};-1!==h.indexOf(\"-x\")&&(p.reversedX=!0),-1!==h.indexOf(\"-y\")&&(p.reversedY=!0),-1!==h.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=a.indexOf(h.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var i=e.vectors,a=e.meshgrid,o=t[0],c=t[1],u=t[2],f=a[0].length,h=a[1].length,p=a[2].length,d=s(a[0],o),m=s(a[1],c),g=s(a[2],u),v=d+1,y=m+1,x=g+1;if(d=l(d,0,f-1),v=l(v,0,f-1),m=l(m,0,h-1),y=l(y,0,h-1),g=l(g,0,p-1),x=l(x,0,p-1),d<0||m<0||g<0||v>f-1||y>h-1||x>p-1)return n.create();var b,_,w,T,k,A,M=a[0][d],S=a[0][v],E=a[1][m],L=a[1][y],C=a[2][g],P=(o-M)/(S-M),I=(c-E)/(L-E),O=(u-C)/(a[2][x]-C);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(O)||(O=.5),r.reversedX&&(d=f-1-d,v=f-1-v),r.reversedY&&(m=h-1-m,y=h-1-y),r.reversedZ&&(g=p-1-g,x=p-1-x),r.filled){case 5:k=g,A=x,w=m*p,T=y*p,b=d*p*h,_=v*p*h;break;case 4:k=g,A=x,b=d*p,_=v*p,w=m*p*f,T=y*p*f;break;case 3:w=m,T=y,k=g*h,A=x*h,b=d*h*p,_=v*h*p;break;case 2:w=m,T=y,b=d*h,_=v*h,k=g*h*f,A=x*h*f;break;case 1:b=d,_=v,k=g*f,A=x*f,w=m*f*p,T=y*f*p;break;default:b=d,_=v,w=m*f,T=y*f,k=g*f*h,A=x*f*h}var z=i[b+w+k],D=i[b+w+A],R=i[b+T+k],F=i[b+T+A],B=i[_+w+k],N=i[_+w+A],j=i[_+T+k],U=i[_+T+A],V=n.create(),H=n.create(),q=n.create(),G=n.create();n.lerp(V,z,B,P),n.lerp(H,D,N,P),n.lerp(q,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,q,I),n.lerp(W,H,G,I);var X=n.create();return n.lerp(X,Y,W,O),X}(e,t,p)},m=t.getDivergence||function(t,e){var r=n.create(),i=1e-4;n.add(r,t,[i,0,0]);var a=d(r);n.subtract(a,a,e),n.scale(a,a,1/i),n.add(r,t,[0,i,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/i),n.add(r,t,[0,0,i]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/i),n.add(r,a,o),n.add(r,r,s),r},g=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/i,A=k*k,M=1,S=0,E=r.length;E>1&&(M=function(t){for(var e=[],r=[],n=[],i={},a={},o={},s=t.length,l=0;l<s;l++){var u=t[l],f=u[0],h=u[1],p=u[2];i[f]||(e.push(f),i[f]=!0),a[h]||(r.push(h),a[h]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),m=c(r),g=c(n),v=Math.min(d,m,g);return isFinite(v)?v:1}(r));for(var L=0;L<E;L++){var C=n.create();n.copy(C,r[L]);var P=[C],I=[],O=d(C),z=C;I.push(O);var D=[],R=m(C,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),g.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*i&&P.length<i&&T(C);){B++;var N=n.clone(O),j=n.squaredLength(N);if(0===j)break;if(j>A&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,C),O=d(N),n.squaredDistance(z,N)-A>-1e-4*A){P.push(N),z=N,I.push(O);R=m(N,O),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}C=N}}var U=o(g,t.colormap,S,M);return f?U.tubeScale=f:(0===S&&(S=1),U.tubeScale=.5*u*M/S),U};var u=t(\"./lib/shaders\"),f=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return f(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":142,\"gl-cone3d\":79,\"gl-vec3\":169,\"gl-vec4\":205}],144:[function(t,e,r){var n=t(\"gl-shader\"),i=t(\"glslify\"),a=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=i([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,a,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,a,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":132,glslify:231}],145:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=i(e),u=a(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),f=i(e),h=a(e,[{buffer:f,size:4,stride:20,offset:0},{buffer:f,size:1,stride:20,offset:16}]),p=i(e),d=a(e,[{buffer:p,size:2,type:e.FLOAT}]),m=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);m.minFilter=e.LINEAR,m.magFilter=e.LINEAR;var g=new M(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,m,s,l,f,h,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||\"jet\",g.update(v),g};var n=t(\"bit-twiddle\"),i=t(\"gl-buffer\"),a=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),f=t(\"ndarray\"),h=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),m=t(\"binary-search-bounds\"),g=t(\"ndarray-gradient\"),v=t(\"./lib/shaders\"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function A(t,e,r,n,i){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=i}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function M(t,e,r,n,i,a,o,l,c,u,h,p,d,m,g){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=g,this.intensityBounds=[],this._shader=n,this._pickShader=i,this._coordinateBuffer=a,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=h,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new A([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=m,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0]),f(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=M.prototype;S.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:256,format:\"rgba\"}).map((function(t,n){var i=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return i<1&&(r=!0),[t[0],t[1],t[2],255*i]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},S.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},S.isOpaque=function(){return!this.isTransparent()},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],L={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function C(t,e){var r,n,i,a=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=L.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(a[r]>0)][r],p(l,t.model,l);var c=L.clipBounds[r];for(i=0;i<2;++i)for(n=0;n<3;++n)c[i][n]=t.clipBounds[i][n];c[0][r]=-1e8,c[1][r]=1e8}return L.showSurface=o,L.showContour=s,L}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),O=[1,0,0,0,1,0,0,0,1];function z(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var i=0;i<2;++i)for(var a=n.clipBounds[i],o=0;o<3;++o)a[o]=Math.min(Math.max(this.clipBounds[i][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=O,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),i=0;i<3;++i)n.eyePosition[i]=s[12+i]/s[15];var l=s[15];for(i=0;i<3;++i)l+=this.lightPosition[i]*s[4*i+3];for(i=0;i<3;++i){var c=s[12+i];for(o=0;o<3;++o)c+=s[4*o+i]*this.lightPosition[o];n.lightPosition[i]=c/l}var u=C(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),i=0;i<3;++i)this.surfaceProject[i]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[i],this._shader.uniforms.clipBounds=u.clipBounds[i],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var f=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,f.bind(),f.uniforms=n;var h=this._contourVAO;for(h.bind(),i=0;i<3;++i)for(f.uniforms.permutation=k[i],r.lineWidth(this.contourWidth[i]*this.pixelRatio),o=0;o<this.contourLevels[i].length;++o)o===this.highlightLevel[i]?(f.uniforms.contourColor=this.highlightColor[i],f.uniforms.contourTint=this.highlightTint[i]):0!==o&&o-1!==this.highlightLevel[i]||(f.uniforms.contourColor=this.contourColor[i],f.uniforms.contourTint=this.contourTint[i]),this._contourCounts[i][o]&&(f.uniforms.height=this.contourLevels[i][o],h.draw(r.LINES,this._contourCounts[i][o],this._contourOffsets[i][o]));for(i=0;i<3;++i)for(f.uniforms.model=u.projections[i],f.uniforms.clipBounds=u.clipBounds[i],o=0;o<3;++o)if(this.contourProject[i][o]){f.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var m=0;m<this.contourLevels[o].length;++m)m===this.highlightLevel[o]?(f.uniforms.contourColor=this.highlightColor[o],f.uniforms.contourTint=this.highlightTint[o]):0!==m&&m-1!==this.highlightLevel[o]||(f.uniforms.contourColor=this.contourColor[o],f.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][m]&&(f.uniforms.height=this.contourLevels[o][m],h.draw(r.LINES,this._contourCounts[o][m],this._contourOffsets[o][m]))}for(h.unbind(),(h=this._dynamicVAO).bind(),i=0;i<3;++i)if(0!==this._dynamicCounts[i])for(f.uniforms.model=n.model,f.uniforms.clipBounds=n.clipBounds,f.uniforms.permutation=k[i],r.lineWidth(this.dynamicWidth[i]*this.pixelRatio),f.uniforms.contourColor=this.dynamicColor[i],f.uniforms.contourTint=this.dynamicTint[i],f.uniforms.height=this.dynamicLevel[i],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]),o=0;o<3;++o)this.contourProject[o][i]&&(f.uniforms.model=u.projections[o],f.uniforms.clipBounds=u.clipBounds[o],h.draw(r.LINES,this._dynamicCounts[i],this._dynamicOffsets[i]));h.unbind()}}S.draw=function(t){return z.call(this,t,!1)},S.drawTransparent=function(t){return z.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=O;for(var n=0;n<2;++n)for(var i=r.clipBounds[n],a=0;a<3;++a)i[a]=Math.min(Math.max(this.clipBounds[n][a],-1e8),1e8);var o=C(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),a=0;a<3;++a)for(e.lineWidth(this.contourWidth[a]*this.pixelRatio),s.uniforms.permutation=k[a],n=0;n<this.contourLevels[a].length;++n)this._contourCounts[a][n]&&(s.uniforms.height=this.contourLevels[a][n],l.draw(e.LINES,this._contourCounts[a][n],this._contourOffsets[a][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],a=0;a<3;++a)if(this.contourProject[n][a]){s.uniforms.permutation=k[a],e.lineWidth(this.contourWidth[a]*this.pixelRatio);for(var c=0;c<this.contourLevels[a].length;++c)this._contourCounts[a][c]&&(s.uniforms.height=this.contourLevels[a][c],l.draw(e.LINES,this._contourCounts[a][c],this._contourOffsets[a][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,i=Math.floor(n),a=n-i,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;i+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var f=u?a:1-a,h=0;h<2;++h)for(var p=i+u,d=s+h,g=f*(h?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*g;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=m.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=a<.5?i:i+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=R(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=R(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=R(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=B(t.contourColor)),\"contourProject\"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=B(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var i=(e.shape[0]+2)*(e.shape[1]+2);i>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(i))),this._field[2]=f(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var a=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var c=l[o];for(v=0;v<2;++v)if(c.shape[v]!==a[v])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=f(p)),p.shape[0]!==a[o])throw new Error(\"gl-surface: invalid tick length\");var d=f(p.data,a);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var m=[0,0];m[o]=1,this._field[o]=f(this._field[o].data,[a[0]+2,a[1]+2],m,0)}this._field[0].set(0,0,0);for(var v=0;v<a[0];++v)this._field[0].set(v+1,0,v);for(this._field[0].set(a[0]+1,0,a[0]-1),this._field[1].set(0,0,0),v=0;v<a[1];++v)this._field[1].set(0,v+1,v);this._field[1].set(0,a[1]+1,a[1]-1)}var y=this._field,x=f(s.mallocFloat(3*y[2].size*2),[3,a[0]+2,a[1]+2,2]);for(o=0;o<3;++o)g(x.pick(o),y[o],\"mirror\");var b=f(s.mallocFloat(3*y[2].size),[a[0]+2,a[1]+2,3]);for(o=0;o<a[0]+2;++o)for(v=0;v<a[1]+2;++v){var _=x.get(0,o,v,0),w=x.get(0,o,v,1),k=x.get(1,o,v,0),A=x.get(1,o,v,1),M=x.get(2,o,v,0),S=x.get(2,o,v,1),E=k*S-A*M,L=M*w-S*_,C=_*A-w*k,P=Math.sqrt(E*E+L*L+C*C);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(L),Math.abs(C)))<1e-8?(C=1,L=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,v,0,E*P),b.set(o,v,1,L*P),b.set(o,v,2,C*P)}s.free(x.data);var I=[1/0,1/0,1/0],O=[-1/0,-1/0,-1/0],z=1/0,D=-1/0,F=(a[0]-1)*(a[1]-1)*6,N=s.mallocFloat(n.nextPow2(10*F)),j=0,U=0;for(o=0;o<a[0]-1;++o)t:for(v=0;v<a[1]-1;++v){for(var V=0;V<2;++V)for(var H=0;H<2;++H)for(var q=0;q<3;++q){var G=this._field[q].get(1+o+V,1+v+H);if(isNaN(G)||!isFinite(G))continue t}for(q=0;q<6;++q){var Y=o+T[q][0],W=v+T[q][1],X=this._field[0].get(Y+1,W+1),Z=this._field[1].get(Y+1,W+1);G=this._field[2].get(Y+1,W+1),E=b.get(Y+1,W+1,0),L=b.get(Y+1,W+1,1),C=b.get(Y+1,W+1,2),t.intensity&&(J=t.intensity.get(Y,W));var J=t.intensity?t.intensity.get(Y,W):G+this.objectOffset[2];N[j++]=Y,N[j++]=W,N[j++]=X,N[j++]=Z,N[j++]=G,N[j++]=0,N[j++]=J,N[j++]=E,N[j++]=L,N[j++]=C,I[0]=Math.min(I[0],X+this.objectOffset[0]),I[1]=Math.min(I[1],Z+this.objectOffset[1]),I[2]=Math.min(I[2],G+this.objectOffset[2]),z=Math.min(z,J),O[0]=Math.max(O[0],X+this.objectOffset[0]),O[1]=Math.max(O[1],Z+this.objectOffset[1]),O[2]=Math.max(O[2],G+this.objectOffset[2]),D=Math.max(D,J),U+=1}}for(t.intensityBounds&&(z=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<j;o+=10)N[o]=(N[o]-z)/(D-z);this._vertexCount=U,this._coordinateBuffer.update(N.subarray(0,j)),s.freeFloat(N),s.free(b.data),this.bounds=[I,O],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===z&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[z,D]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(v=0;v<K[o].length;++v)K[o][v]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(v=0;v<K[o].length;++v)if(K[o][v]!==this.contourLevels[o][v]){r=!0;break t}}this.contourLevels=K}if(r){y=this._field,a=this.shape;for(var Q=[],$=0;$<3;++$){var tt=this.contourLevels[$],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var it=h(this._field[$],tt[o]);et.push(Q.length/5|0),U=0;t:for(v=0;v<it.cells.length;++v){var at=it.cells[v];for(q=0;q<2;++q){var ot=it.positions[at[q]],st=ot[0],lt=0|Math.floor(st),ct=st-lt,ut=ot[1],ft=0|Math.floor(ut),ht=ut-ft,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var mt=($+dt+1)%3;for(V=0;V<2;++V){var gt=V?ct:1-ct;for(Y=0|Math.min(Math.max(lt+V,0),a[0]),H=0;H<2;++H){var vt=H?ht:1-ht;if(W=0|Math.min(Math.max(ft+H,0),a[1]),G=dt<2?this._field[mt].get(Y,W):(this.intensity.get(Y,W)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var yt=gt*vt;nt[dt]+=yt*G}}}if(pt){if(q>0){for(var xt=0;xt<5;++xt)Q.pop();U-=1}continue t}Q.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[$]=et,this._contourCounts[$]=rt}var bt=s.mallocFloat(Q.length);for(o=0;o<Q.length;++o)bt[o]=Q[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,i=this.shape,a=s.mallocFloat(12*i[0]*i[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],f=this._field[l],p=this._field[c],d=h(u,r[o]),m=d.cells,g=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<m.length;++e)for(var v=m[e],y=0;y<2;++y){var x=g[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,i[0]),T=b-_,k=1-T,A=+x[1],M=0|A,S=0|Math.min(M+1,i[1]),E=A-M,L=1-E,C=k*L,P=k*E,I=T*L,O=T*E,z=C*f.get(_,M)+P*f.get(_,S)+I*f.get(w,M)+O*f.get(w,S),D=C*p.get(_,M)+P*p.get(_,S)+I*p.get(w,M)+O*p.get(w,S);if(isNaN(z)||isNaN(D)){y&&(n-=1);break}a[2*n+0]=z,a[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(a.subarray(0,2*n)),s.freeFloat(a)}}},{\"./lib/shaders\":144,\"binary-search-bounds\":31,\"bit-twiddle\":32,colormap:53,\"gl-buffer\":78,\"gl-mat4/invert\":98,\"gl-mat4/multiply\":100,\"gl-texture2d\":146,\"gl-vao\":150,ndarray:259,\"ndarray-gradient\":252,\"ndarray-ops\":254,\"ndarray-pack\":255,\"surface-nets\":302,\"typedarray-pool\":308}],146:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),i=t(\"ndarray-ops\"),a=t(\"typedarray-pool\");e.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");o||c(t);if(\"number\"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var f=function(t,e){i.muls(t,e,255)};function h(t,e,r){var n=t.gl,i=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function p(t,e,r,n,i,a){this.gl=t,this.handle=e,this.format=i,this.type=a,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function m(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function g(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,i){var a=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture shape\");if(i===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,i,null),new p(t,o,e,r,n,i)}function y(t,e,r,n,i,a){var o=g(t);return t.texImage2D(t.TEXTURE_2D,0,i,i,a,e),new p(t,o,r,n,i,a)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=m(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var u,h,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");d=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];h=a.malloc(v,r);var x=n(h,o,y,0);\"float32\"!==r&&\"float64\"!==r||c!==t.UNSIGNED_BYTE?i.assign(x,e):f(x,e),u=h.subarray(0,v)}var b=g(t);return t.texImage2D(t.TEXTURE_2D,0,d,o[0],o[1],0,d,c,u),l||a.free(h),new p(t,b,o[0],o[1],d,c)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return this._anisoSamples},set:function(t){var e=this._anisoSamples;if(this._anisoSamples=0|Math.max(t,1),e!==this._anisoSamples){var r=this.gl.getExtension(\"EXT_texture_filter_anisotropic\");r&&this.gl.texParameterf(this.gl.TEXTURE_2D,r.TEXTURE_MAX_ANISOTROPY_EXT,this._anisoSamples)}return this._anisoSamples}},wrapS:{get:function(){return this._wrapS},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_S,t),this._wrapS=t}},wrapT:{get:function(){return this._wrapT},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_T,t),this._wrapT=t}},wrap:{get:function(){return this._wrapVector},set:function(t){if(Array.isArray(t)||(t=[t,t]),2!==t.length)throw new Error(\"gl-texture2d: Must specify wrap mode for rows and columns\");for(var 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        "/*!\n",
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        " * @author   Feross Aboukhadijeh <https://feross.org>\n",
        " * @license  MIT\n",
        " */\n",
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l=0;l<3;++l){for(var c=0,f=0;f<3;++f)c+=r[l+4*f]*i[f];r[12+l]=-c}},h.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n<16;++n)e[n]=r[n];return e}return r},h.idle=function(t){this.center.idle(t),this.radius.idle(t),this.rotation.idle(t)},h.flush=function(t){this.center.flush(t),this.radius.flush(t),this.rotation.flush(t)},h.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var i=this.computedMatrix,a=i[1],o=i[5],s=i[9],c=l(a,o,s);a/=c,o/=c,s/=c;var u=i[0],f=i[4],h=i[8],p=u*a+f*o+h*s,d=l(u-=a*p,f-=o*p,h-=s*p);u/=d,f/=d,h/=d;var g=i[2],m=i[6],v=i[10],y=g*a+m*o+v*s,x=g*u+m*f+v*h,b=l(g-=y*a+x*u,m-=y*o+x*f,v-=y*s+x*h);g/=b,m/=b,v/=b;var _=u*e+a*r,w=f*e+o*r,T=h*e+s*r;this.center.move(t,_,w,T);var k=Math.exp(this.computedRadius[0]);k=Math.max(1e-4,k+n),this.radius.set(t,Math.log(k))},h.rotate=function(t,e,r,n){this.recalcMatrix(t),e=e||0,r=r||0;var i=this.computedMatrix,a=i[0],o=i[4],s=i[8],u=i[1],f=i[5],h=i[9],p=i[2],d=i[6],g=i[10],m=e*a+r*u,v=e*o+r*f,y=e*s+r*h,x=-(d*y-g*v),b=-(g*m-p*y),_=-(p*v-d*m),w=Math.sqrt(Math.max(0,1-Math.pow(x,2)-Math.pow(b,2)-Math.pow(_,2))),T=c(x,b,_,w);T>1e-6?(x/=T,b/=T,_/=T,w/=T):(x=b=_=0,w=1);var k=this.computedRotation,A=k[0],M=k[1],S=k[2],E=k[3],L=A*w+E*x+M*_-S*b,C=M*w+E*b+S*x-A*_,P=S*w+E*_+A*b-M*x,I=E*w-A*x-M*b-S*_;if(n){x=p,b=d,_=g;var O=Math.sin(n)/l(x,b,_);x*=O,b*=O,_*=O,I=I*(w=Math.cos(e))-(L=L*w+I*x+C*_-P*b)*x-(C=C*w+I*b+P*x-L*_)*b-(P=P*w+I*_+L*b-C*x)*_}var z=c(L,C,P,I);z>1e-6?(L/=z,C/=z,P/=z,I/=z):(L=C=P=0,I=1),this.rotation.set(t,L,C,P,I)},h.lookAt=function(t,e,r,n){this.recalcMatrix(t),r=r||this.computedCenter,e=e||this.computedEye,n=n||this.computedUp;var a=this.computedMatrix;i(a,e,r,n);var o=this.computedRotation;s(o,a[0],a[1],a[2],a[4],a[5],a[6],a[8],a[9],a[10]),u(o,o),this.rotation.set(t,o[0],o[1],o[2],o[3]);for(var l=0,c=0;c<3;++c)l+=Math.pow(r[c]-e[c],2);this.radius.set(t,.5*Math.log(Math.max(l,1e-6))),this.center.set(t,r[0],r[1],r[2])},h.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},h.setMatrix=function(t,e){var r=this.computedRotation;s(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),u(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;o(n,e);var i=n[15];if(Math.abs(i)>1e-6){var a=n[12]/i,l=n[13]/i,c=n[14]/i;this.recalcMatrix(t);var f=Math.exp(this.computedRadius[0]);this.center.set(t,a-n[2]*f,l-n[6]*f,c-n[10]*f),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},h.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},h.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},h.getDistanceLimits=function(t){var e=this.radius.bounds;return 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i}},{}],262:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,i,a,o,s,l,c){var u=e+a+c;if(f>0){var f=Math.sqrt(u+1);t[0]=.5*(o-l)/f,t[1]=.5*(s-n)/f,t[2]=.5*(r-a)/f,t[3]=.5*f}else{var h=Math.max(e,a,c);f=Math.sqrt(2*h-u+1);e>=h?(t[0]=.5*f,t[1]=.5*(i+r)/f,t[2]=.5*(s+n)/f,t[3]=.5*(o-l)/f):a>=h?(t[0]=.5*(r+i)/f,t[1]=.5*f,t[2]=.5*(l+o)/f,t[3]=.5*(s-n)/f):(t[0]=.5*(n+s)/f,t[1]=.5*(o+l)/f,t[2]=.5*f,t[3]=.5*(r-i)/f)}return t}},{}],263:[function(t,e,r){\"use strict\";e.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.rotation||[0,0,0,1],n=t.radius||1;e=[].slice.call(e,0,3),u(r=[].slice.call(r,0,4),r);var i=new f(r,e,Math.log(n));i.setDistanceLimits(t.zoomMin,t.zoomMax),(\"eye\"in t||\"up\"in t)&&i.lookAt(0,t.eye,t.center,t.up);return i};var n=t(\"filtered-vector\"),i=t(\"gl-mat4/lookAt\"),a=t(\"gl-mat4/fromQuat\"),o=t(\"gl-mat4/invert\"),s=t(\"./lib/quatFromFrame\");function l(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function c(t,e,r,n){return 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l=0,c=0;c<3;++c)l+=Math.pow(r[c]-e[c],2);this.radius.set(t,.5*Math.log(Math.max(l,1e-6))),this.center.set(t,r[0],r[1],r[2])},h.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},h.setMatrix=function(t,e){var r=this.computedRotation;s(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),u(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;o(n,e);var i=n[15];if(Math.abs(i)>1e-6){var a=n[12]/i,l=n[13]/i,c=n[14]/i;this.recalcMatrix(t);var f=Math.exp(this.computedRadius[0]);this.center.set(t,a-n[2]*f,l-n[6]*f,c-n[10]*f),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},h.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},h.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},h.getDistanceLimits=function(t){var e=this.radius.bounds;return 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        "/*!\n",
        " * pad-left <https://github.com/jonschlinkert/pad-left>\n",
        " *\n",
        " * Copyright (c) 2014-2015, Jon Schlinkert.\n",
        " * Licensed under the MIT license.\n",
        " */\n",
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e=this.computedUp,r=this.computedRight,n=0,i=0,a=0;a<3;++a)i+=e[a]*r[a],n+=e[a]*e[a];var l=Math.sqrt(n),u=0;for(a=0;a<3;++a)r[a]-=e[a]*i/n,u+=r[a]*r[a],e[a]/=l;var f=Math.sqrt(u);for(a=0;a<3;++a)r[a]/=f;var h=this.computedToward;o(h,e,r),s(h,h);var p=Math.exp(this.computedRadius[0]),d=this.computedAngle[0],g=this.computedAngle[1],m=Math.cos(d),v=Math.sin(d),y=Math.cos(g),x=Math.sin(g),b=this.computedCenter,_=m*y,w=v*y,T=x,k=-m*x,A=-v*x,M=y,S=this.computedEye,E=this.computedMatrix;for(a=0;a<3;++a){var L=_*r[a]+w*h[a]+T*e[a];E[4*a+1]=k*r[a]+A*h[a]+M*e[a],E[4*a+2]=L,E[4*a+3]=0}var C=E[1],P=E[5],I=E[9],O=E[2],z=E[6],D=E[10],R=P*D-I*z,F=I*O-C*D,B=C*z-P*O,N=c(R,F,B);R/=N,F/=N,B/=N,E[0]=R,E[4]=F,E[8]=B;for(a=0;a<3;++a)S[a]=b[a]+E[2+4*a]*p;for(a=0;a<3;++a){u=0;for(var j=0;j<3;++j)u+=E[a+4*j]*S[j];E[12+a]=-u}E[15]=1},p.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n<16;++n)e[n]=r[n];return e}return r};var d=[0,0,0];p.rotate=function(t,e,r,n){if(this.angle.move(t,e,r),n){this.recalcMatrix(t);var i=this.computedMatrix;d[0]=i[2],d[1]=i[6],d[2]=i[10];for(var o=this.computedUp,s=this.computedRight,l=this.computedToward,c=0;c<3;++c)i[4*c]=o[c],i[4*c+1]=s[c],i[4*c+2]=l[c];a(i,i,n,d);for(c=0;c<3;++c)o[c]=i[4*c],s[c]=i[4*c+1];this.up.set(t,o[0],o[1],o[2]),this.right.set(t,s[0],s[1],s[2])}},p.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var i=this.computedMatrix,a=(Math.exp(this.computedRadius[0]),i[1]),o=i[5],s=i[9],l=c(a,o,s);a/=l,o/=l,s/=l;var u=i[0],f=i[4],h=i[8],p=u*a+f*o+h*s,d=c(u-=a*p,f-=o*p,h-=s*p),g=(u/=d)*e+a*r,m=(f/=d)*e+o*r,v=(h/=d)*e+s*r;this.center.move(t,g,m,v);var y=Math.exp(this.computedRadius[0]);y=Math.max(1e-4,y+n),this.radius.set(t,Math.log(y))},p.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},p.setMatrix=function(t,e,r,n){var a=1;\"number\"==typeof r&&(a=0|r),(a<0||a>3)&&(a=1);var o=(a+2)%3;e||(this.recalcMatrix(t),e=this.computedMatrix);var s=e[a],l=e[a+4],f=e[a+8];if(n){var h=Math.abs(s),p=Math.abs(l),d=Math.abs(f),g=Math.max(h,p,d);h===g?(s=s<0?-1:1,l=f=0):d===g?(f=f<0?-1:1,s=l=0):(l=l<0?-1:1,s=f=0)}else{var m=c(s,l,f);s/=m,l/=m,f/=m}var v,y,x=e[o],b=e[o+4],_=e[o+8],w=x*s+b*l+_*f,T=c(x-=s*w,b-=l*w,_-=f*w),k=l*(_/=T)-f*(b/=T),A=f*(x/=T)-s*_,M=s*b-l*x,S=c(k,A,M);if(k/=S,A/=S,M/=S,this.center.jump(t,q,G,Y),this.radius.idle(t),this.up.jump(t,s,l,f),this.right.jump(t,x,b,_),2===a){var E=e[1],L=e[5],C=e[9],P=E*x+L*b+C*_,I=E*k+L*A+C*M;v=R<0?-Math.PI/2:Math.PI/2,y=Math.atan2(I,P)}else{var O=e[2],z=e[6],D=e[10],R=O*s+z*l+D*f,F=O*x+z*b+D*_,B=O*k+z*A+D*M;v=Math.asin(u(R)),y=Math.atan2(B,F)}this.angle.jump(t,y,v),this.recalcMatrix(t);var N=e[2],j=e[6],U=e[10],V=this.computedMatrix;i(V,e);var H=V[15],q=V[12]/H,G=V[13]/H,Y=V[14]/H,W=Math.exp(this.computedRadius[0]);this.center.jump(t,q-N*W,G-j*W,Y-U*W)},p.lastT=function(){return 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e=this.computedUp,r=this.computedRight,n=0,i=0,a=0;a<3;++a)i+=e[a]*r[a],n+=e[a]*e[a];var l=Math.sqrt(n),u=0;for(a=0;a<3;++a)r[a]-=e[a]*i/n,u+=r[a]*r[a],e[a]/=l;var f=Math.sqrt(u);for(a=0;a<3;++a)r[a]/=f;var h=this.computedToward;o(h,e,r),s(h,h);var p=Math.exp(this.computedRadius[0]),d=this.computedAngle[0],m=this.computedAngle[1],g=Math.cos(d),v=Math.sin(d),y=Math.cos(m),x=Math.sin(m),b=this.computedCenter,_=g*y,w=v*y,T=x,k=-g*x,A=-v*x,M=y,S=this.computedEye,E=this.computedMatrix;for(a=0;a<3;++a){var L=_*r[a]+w*h[a]+T*e[a];E[4*a+1]=k*r[a]+A*h[a]+M*e[a],E[4*a+2]=L,E[4*a+3]=0}var C=E[1],P=E[5],I=E[9],O=E[2],z=E[6],D=E[10],R=P*D-I*z,F=I*O-C*D,B=C*z-P*O,N=c(R,F,B);R/=N,F/=N,B/=N,E[0]=R,E[4]=F,E[8]=B;for(a=0;a<3;++a)S[a]=b[a]+E[2+4*a]*p;for(a=0;a<3;++a){u=0;for(var j=0;j<3;++j)u+=E[a+4*j]*S[j];E[12+a]=-u}E[15]=1},p.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n<16;++n)e[n]=r[n];return e}return r};var d=[0,0,0];p.rotate=function(t,e,r,n){if(this.angle.move(t,e,r),n){this.recalcMatrix(t);var i=this.computedMatrix;d[0]=i[2],d[1]=i[6],d[2]=i[10];for(var o=this.computedUp,s=this.computedRight,l=this.computedToward,c=0;c<3;++c)i[4*c]=o[c],i[4*c+1]=s[c],i[4*c+2]=l[c];a(i,i,n,d);for(c=0;c<3;++c)o[c]=i[4*c],s[c]=i[4*c+1];this.up.set(t,o[0],o[1],o[2]),this.right.set(t,s[0],s[1],s[2])}},p.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var i=this.computedMatrix,a=(Math.exp(this.computedRadius[0]),i[1]),o=i[5],s=i[9],l=c(a,o,s);a/=l,o/=l,s/=l;var u=i[0],f=i[4],h=i[8],p=u*a+f*o+h*s,d=c(u-=a*p,f-=o*p,h-=s*p),m=(u/=d)*e+a*r,g=(f/=d)*e+o*r,v=(h/=d)*e+s*r;this.center.move(t,m,g,v);var y=Math.exp(this.computedRadius[0]);y=Math.max(1e-4,y+n),this.radius.set(t,Math.log(y))},p.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},p.setMatrix=function(t,e,r,n){var a=1;\"number\"==typeof r&&(a=0|r),(a<0||a>3)&&(a=1);var o=(a+2)%3;e||(this.recalcMatrix(t),e=this.computedMatrix);var s=e[a],l=e[a+4],f=e[a+8];if(n){var h=Math.abs(s),p=Math.abs(l),d=Math.abs(f),m=Math.max(h,p,d);h===m?(s=s<0?-1:1,l=f=0):d===m?(f=f<0?-1:1,s=l=0):(l=l<0?-1:1,s=f=0)}else{var g=c(s,l,f);s/=g,l/=g,f/=g}var v,y,x=e[o],b=e[o+4],_=e[o+8],w=x*s+b*l+_*f,T=c(x-=s*w,b-=l*w,_-=f*w),k=l*(_/=T)-f*(b/=T),A=f*(x/=T)-s*_,M=s*b-l*x,S=c(k,A,M);if(k/=S,A/=S,M/=S,this.center.jump(t,q,G,Y),this.radius.idle(t),this.up.jump(t,s,l,f),this.right.jump(t,x,b,_),2===a){var E=e[1],L=e[5],C=e[9],P=E*x+L*b+C*_,I=E*k+L*A+C*M;v=R<0?-Math.PI/2:Math.PI/2,y=Math.atan2(I,P)}else{var O=e[2],z=e[6],D=e[10],R=O*s+z*l+D*f,F=O*x+z*b+D*_,B=O*k+z*A+D*M;v=Math.asin(u(R)),y=Math.atan2(B,F)}this.angle.jump(t,y,v),this.recalcMatrix(t);var N=e[2],j=e[6],U=e[10],V=this.computedMatrix;i(V,e);var H=V[15],q=V[12]/H,G=V[13]/H,Y=V[14]/H,W=Math.exp(this.computedRadius[0]);this.center.jump(t,q-N*W,G-j*W,Y-U*W)},p.lastT=function(){return 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        "        });\n",
        "        require(['plotly'], function(Plotly) {\n",
        "            window._Plotly = Plotly;\n",
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mbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"mapbox\":{\"domain\":{\"x\":[0.0,1.0],\"y\":[0.0,1.0]},\"center\":{\"lat\":40.73,\"lon\":-73.98},\"zoom\":9,\"style\":\"carto-positron\"},\"coloraxis\":{\"colorbar\":{\"title\":{\"text\":\"2010 Population\"}},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60},\"height\":700},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('21cd3aec-f9a5-4594-a8e3-c1e3334111be');\n",
+       "var gd = document.getElementById('fcb9c189-a14b-4e18-a226-a211604bfdb6');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
diff --git a/extras/scripts/hw_6_check.py b/extras/scripts/hw_6_check.py
index f489a121..43d165b5 100644
--- a/extras/scripts/hw_6_check.py
+++ b/extras/scripts/hw_6_check.py
@@ -1,14 +1,13 @@
-# Corresponds to the Requirements for homework 6. Requires cloc and nbconvert. Usage:
+# Corresponds to the Requirements for homework 6. Usage:
 #
 #   python3 ./extras/scripts/hw_6_check.py <assignment>.ipynb
 
 import ast
-import json
 import os
+import tempfile
 import pandas as pd
+from pygount import SourceAnalysis
 import re
-import shlex
-import subprocess
 import sys
 
 sys.path.append(os.path.dirname(os.path.abspath(__file__)))
@@ -59,39 +58,9 @@ def visit_Call(self, node):
             self.is_present = True
 
 
-def handle_process_err(cmd, err):
-    if type(cmd) == list:
-        cmd = shlex.join(cmd)
-
-    output = err.stderr.decode("utf-8")
-    print(
-        f"{bcolors.FAIL}ERROR{bcolors.ENDC} while running\n\n\t{cmd}\n\n{output}",
-        file=sys.stderr,
-    )
-    sys.exit(err.returncode)
-
-
-def get_cmd_output(cmd, input=None, shell=False):
-    try:
-        process = subprocess.run(
-            cmd,
-            capture_output=True,
-            check=True,
-            input=bytes(input, "utf-8"),
-            shell=shell,
-        )
-    except subprocess.CalledProcessError as err:
-        handle_process_err(cmd, err)
-
-    return process.stdout
-
-
-def lines_of_code(code):
-    output = get_cmd_output(
-        "cloc --stdin-name=script.py --json -", input=code, shell=True
-    )
-    data = json.loads(output)
-    return data["SUM"]["code"]
+def lines_of_code(file_path):
+    results = SourceAnalysis.from_file(file_path, "pygount")
+    return results.code_count
 
 
 def code_contains(pattern, code):
@@ -164,12 +133,20 @@ def exit(results):
     sys.exit(exit_code)
 
 
-if __name__ == "__main__":
+def write_to_tmp_file(content):
+    with tempfile.NamedTemporaryFile(delete=False, suffix=".py") as temp:
+        temp.write(bytes(content, "utf-8"))
+        return temp.name
+
+
+def run():
     notebook_path = sys.argv[1]
 
     notebook = read_notebook(notebook_path)
     script = notebook_to_script(notebook)
-    num_lines = lines_of_code(script)
+
+    script_path = write_to_tmp_file(script)
+    num_lines = lines_of_code(script_path)
 
     # use pandas for outputting a table
     results = pd.Series(
@@ -184,3 +161,7 @@ def exit(results):
     outputs = results.apply(lambda val: pass_fail(val))
     print(outputs.to_string())
     exit(results)
+
+
+if __name__ == "__main__":
+    run()
diff --git a/hw_1.ipynb b/hw_1.ipynb
index c6cf6b8d..7531ae11 100644
--- a/hw_1.ipynb
+++ b/hw_1.ipynb
@@ -22,10 +22,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:29.964974Z",
-     "iopub.status.busy": "2022-04-15T22:12:29.964437Z",
-     "iopub.status.idle": "2022-04-15T22:12:29.971924Z",
-     "shell.execute_reply": "2022-04-15T22:12:29.970791Z"
+     "iopub.execute_input": "2022-05-15T02:46:34.165768Z",
+     "iopub.status.busy": "2022-05-15T02:46:34.165299Z",
+     "iopub.status.idle": "2022-05-15T02:46:34.170365Z",
+     "shell.execute_reply": "2022-05-15T02:46:34.169705Z"
     }
    },
    "outputs": [],
@@ -50,10 +50,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:29.976437Z",
-     "iopub.status.busy": "2022-04-15T22:12:29.976037Z",
-     "iopub.status.idle": "2022-04-15T22:12:29.979584Z",
-     "shell.execute_reply": "2022-04-15T22:12:29.978798Z"
+     "iopub.execute_input": "2022-05-15T02:46:34.173741Z",
+     "iopub.status.busy": "2022-05-15T02:46:34.173452Z",
+     "iopub.status.idle": "2022-05-15T02:46:34.176508Z",
+     "shell.execute_reply": "2022-05-15T02:46:34.175891Z"
     }
    },
    "outputs": [],
@@ -90,10 +90,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:29.983689Z",
-     "iopub.status.busy": "2022-04-15T22:12:29.983252Z",
-     "iopub.status.idle": "2022-04-15T22:12:29.988091Z",
-     "shell.execute_reply": "2022-04-15T22:12:29.987036Z"
+     "iopub.execute_input": "2022-05-15T02:46:34.179746Z",
+     "iopub.status.busy": "2022-05-15T02:46:34.179449Z",
+     "iopub.status.idle": "2022-05-15T02:46:34.184073Z",
+     "shell.execute_reply": "2022-05-15T02:46:34.183377Z"
     }
    },
    "outputs": [],
@@ -115,10 +115,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:29.994706Z",
-     "iopub.status.busy": "2022-04-15T22:12:29.994469Z",
-     "iopub.status.idle": "2022-04-15T22:12:29.997480Z",
-     "shell.execute_reply": "2022-04-15T22:12:29.996839Z"
+     "iopub.execute_input": "2022-05-15T02:46:34.187210Z",
+     "iopub.status.busy": "2022-05-15T02:46:34.186910Z",
+     "iopub.status.idle": "2022-05-15T02:46:34.189965Z",
+     "shell.execute_reply": "2022-05-15T02:46:34.189381Z"
     }
    },
    "outputs": [],
@@ -141,10 +141,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:30.000974Z",
-     "iopub.status.busy": "2022-04-15T22:12:30.000718Z",
-     "iopub.status.idle": "2022-04-15T22:12:30.004068Z",
-     "shell.execute_reply": "2022-04-15T22:12:30.003403Z"
+     "iopub.execute_input": "2022-05-15T02:46:34.192806Z",
+     "iopub.status.busy": "2022-05-15T02:46:34.192563Z",
+     "iopub.status.idle": "2022-05-15T02:46:34.195104Z",
+     "shell.execute_reply": "2022-05-15T02:46:34.194616Z"
     }
    },
    "outputs": [],
@@ -175,10 +175,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:30.008502Z",
-     "iopub.status.busy": "2022-04-15T22:12:30.008247Z",
-     "iopub.status.idle": "2022-04-15T22:12:30.011327Z",
-     "shell.execute_reply": "2022-04-15T22:12:30.010656Z"
+     "iopub.execute_input": "2022-05-15T02:46:34.197953Z",
+     "iopub.status.busy": "2022-05-15T02:46:34.197701Z",
+     "iopub.status.idle": "2022-05-15T02:46:34.200140Z",
+     "shell.execute_reply": "2022-05-15T02:46:34.199671Z"
     }
    },
    "outputs": [],
diff --git a/hw_2.ipynb b/hw_2.ipynb
index bb5d701e..e2bb56aa 100644
--- a/hw_2.ipynb
+++ b/hw_2.ipynb
@@ -12,10 +12,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:33.241080Z",
-     "iopub.status.busy": "2022-04-15T22:12:33.240786Z",
-     "iopub.status.idle": "2022-04-15T22:12:33.387170Z",
-     "shell.execute_reply": "2022-04-15T22:12:33.386387Z"
+     "iopub.execute_input": "2022-05-15T02:46:37.279934Z",
+     "iopub.status.busy": "2022-05-15T02:46:37.279497Z",
+     "iopub.status.idle": "2022-05-15T02:46:37.450107Z",
+     "shell.execute_reply": "2022-05-15T02:46:37.449030Z"
     }
    },
    "outputs": [],
@@ -59,10 +59,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:33.390320Z",
-     "iopub.status.busy": "2022-04-15T22:12:33.390109Z",
-     "iopub.status.idle": "2022-04-15T22:12:33.866236Z",
-     "shell.execute_reply": "2022-04-15T22:12:33.865657Z"
+     "iopub.execute_input": "2022-05-15T02:46:37.453864Z",
+     "iopub.status.busy": "2022-05-15T02:46:37.453570Z",
+     "iopub.status.idle": "2022-05-15T02:46:37.971752Z",
+     "shell.execute_reply": "2022-05-15T02:46:37.970514Z"
     }
    },
    "outputs": [],
@@ -75,10 +75,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:33.868853Z",
-     "iopub.status.busy": "2022-04-15T22:12:33.868675Z",
-     "iopub.status.idle": "2022-04-15T22:12:33.871644Z",
-     "shell.execute_reply": "2022-04-15T22:12:33.870883Z"
+     "iopub.execute_input": "2022-05-15T02:46:37.975978Z",
+     "iopub.status.busy": "2022-05-15T02:46:37.975550Z",
+     "iopub.status.idle": "2022-05-15T02:46:37.979123Z",
+     "shell.execute_reply": "2022-05-15T02:46:37.978450Z"
     }
    },
    "outputs": [],
@@ -105,10 +105,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:33.874843Z",
-     "iopub.status.busy": "2022-04-15T22:12:33.874657Z",
-     "iopub.status.idle": "2022-04-15T22:12:33.877100Z",
-     "shell.execute_reply": "2022-04-15T22:12:33.876682Z"
+     "iopub.execute_input": "2022-05-15T02:46:37.982677Z",
+     "iopub.status.busy": "2022-05-15T02:46:37.982201Z",
+     "iopub.status.idle": "2022-05-15T02:46:37.985602Z",
+     "shell.execute_reply": "2022-05-15T02:46:37.984860Z"
     }
    },
    "outputs": [],
@@ -128,10 +128,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:33.879953Z",
-     "iopub.status.busy": "2022-04-15T22:12:33.879778Z",
-     "iopub.status.idle": "2022-04-15T22:12:34.276237Z",
-     "shell.execute_reply": "2022-04-15T22:12:34.275247Z"
+     "iopub.execute_input": "2022-05-15T02:46:37.989482Z",
+     "iopub.status.busy": "2022-05-15T02:46:37.989171Z",
+     "iopub.status.idle": "2022-05-15T02:46:38.433456Z",
+     "shell.execute_reply": "2022-05-15T02:46:38.432709Z"
     }
    },
    "outputs": [
@@ -152,7 +152,7 @@
       ">       \u001b[94massert\u001b[39;49;00m flag_graffiti(test_row) == \u001b[94mTrue\u001b[39;49;00m\n",
       "\u001b[1m\u001b[31mE       NameError: name 'flag_graffiti' is not defined\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_95902/623815755.py\u001b[0m:7: NameError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61829/623815755.py\u001b[0m:7: NameError\n",
       "\u001b[31m\u001b[1m_________________________________________ test_descriptor __________________________________________\u001b[0m\n",
       "\n",
       "    \u001b[94mdef\u001b[39;49;00m \u001b[92mtest_descriptor\u001b[39;49;00m():\n",
@@ -164,7 +164,7 @@
       ">       \u001b[94massert\u001b[39;49;00m flag_graffiti(test_row) == \u001b[94mTrue\u001b[39;49;00m\n",
       "\u001b[1m\u001b[31mE       NameError: name 'flag_graffiti' is not defined\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_95902/623815755.py\u001b[0m:16: NameError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61829/623815755.py\u001b[0m:16: NameError\n",
       "\u001b[31m\u001b[1m_________________________________________ test_description _________________________________________\u001b[0m\n",
       "\n",
       "    \u001b[94mdef\u001b[39;49;00m \u001b[92mtest_description\u001b[39;49;00m():\n",
@@ -176,7 +176,7 @@
       ">       \u001b[94massert\u001b[39;49;00m flag_graffiti(test_row) == \u001b[94mTrue\u001b[39;49;00m\n",
       "\u001b[1m\u001b[31mE       NameError: name 'flag_graffiti' is not defined\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_95902/623815755.py\u001b[0m:25: NameError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61829/623815755.py\u001b[0m:25: NameError\n",
       "\u001b[31m\u001b[1m____________________________________________ test_none _____________________________________________\u001b[0m\n",
       "\n",
       "    \u001b[94mdef\u001b[39;49;00m \u001b[92mtest_none\u001b[39;49;00m():\n",
@@ -188,7 +188,7 @@
       ">       \u001b[94massert\u001b[39;49;00m flag_graffiti(test_row) == \u001b[94mFalse\u001b[39;49;00m\n",
       "\u001b[1m\u001b[31mE       NameError: name 'flag_graffiti' is not defined\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_95902/623815755.py\u001b[0m:34: NameError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61829/623815755.py\u001b[0m:34: NameError\n",
       "\u001b[31m\u001b[1m_________________________________________ test_mixed_cases _________________________________________\u001b[0m\n",
       "\n",
       "    \u001b[94mdef\u001b[39;49;00m \u001b[92mtest_mixed_cases\u001b[39;49;00m():\n",
@@ -200,7 +200,7 @@
       ">       \u001b[94massert\u001b[39;49;00m flag_graffiti(test_row) == \u001b[94mTrue\u001b[39;49;00m\n",
       "\u001b[1m\u001b[31mE       NameError: name 'flag_graffiti' is not defined\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_95902/623815755.py\u001b[0m:43: NameError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61829/623815755.py\u001b[0m:43: NameError\n",
       "\u001b[31m\u001b[1m__________________________________________ test_substring __________________________________________\u001b[0m\n",
       "\n",
       "    \u001b[94mdef\u001b[39;49;00m \u001b[92mtest_substring\u001b[39;49;00m():\n",
@@ -212,14 +212,14 @@
       ">       \u001b[94massert\u001b[39;49;00m flag_graffiti(test_row) == \u001b[94mTrue\u001b[39;49;00m\n",
       "\u001b[1m\u001b[31mE       NameError: name 'flag_graffiti' is not defined\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_95902/623815755.py\u001b[0m:52: NameError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61829/623815755.py\u001b[0m:52: NameError\n",
       "===================================== short test summary info ======================================\n",
-      "FAILED tmp6dawnta5.py::test_complaint_type - NameError: name 'flag_graffiti' is not defined\n",
-      "FAILED tmp6dawnta5.py::test_descriptor - NameError: name 'flag_graffiti' is not defined\n",
-      "FAILED tmp6dawnta5.py::test_description - NameError: name 'flag_graffiti' is not defined\n",
-      "FAILED tmp6dawnta5.py::test_none - NameError: name 'flag_graffiti' is not defined\n",
-      "FAILED tmp6dawnta5.py::test_mixed_cases - NameError: name 'flag_graffiti' is not defined\n",
-      "FAILED tmp6dawnta5.py::test_substring - NameError: name 'flag_graffiti' is not defined\n"
+      "FAILED tmphtfk73lj.py::test_complaint_type - NameError: name 'flag_graffiti' is not defined\n",
+      "FAILED tmphtfk73lj.py::test_descriptor - NameError: name 'flag_graffiti' is not defined\n",
+      "FAILED tmphtfk73lj.py::test_description - NameError: name 'flag_graffiti' is not defined\n",
+      "FAILED tmphtfk73lj.py::test_none - NameError: name 'flag_graffiti' is not defined\n",
+      "FAILED tmphtfk73lj.py::test_mixed_cases - NameError: name 'flag_graffiti' is not defined\n",
+      "FAILED tmphtfk73lj.py::test_substring - NameError: name 'flag_graffiti' is not defined\n"
      ]
     }
    ],
@@ -300,10 +300,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:34.282565Z",
-     "iopub.status.busy": "2022-04-15T22:12:34.282301Z",
-     "iopub.status.idle": "2022-04-15T22:12:34.287097Z",
-     "shell.execute_reply": "2022-04-15T22:12:34.286262Z"
+     "iopub.execute_input": "2022-05-15T02:46:38.437172Z",
+     "iopub.status.busy": "2022-05-15T02:46:38.436658Z",
+     "iopub.status.idle": "2022-05-15T02:46:38.439775Z",
+     "shell.execute_reply": "2022-05-15T02:46:38.439329Z"
     }
    },
    "outputs": [],
@@ -316,10 +316,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:34.290725Z",
-     "iopub.status.busy": "2022-04-15T22:12:34.290407Z",
-     "iopub.status.idle": "2022-04-15T22:12:34.384078Z",
-     "shell.execute_reply": "2022-04-15T22:12:34.383245Z"
+     "iopub.execute_input": "2022-05-15T02:46:38.442538Z",
+     "iopub.status.busy": "2022-05-15T02:46:38.442150Z",
+     "iopub.status.idle": "2022-05-15T02:46:38.540120Z",
+     "shell.execute_reply": "2022-05-15T02:46:38.539587Z"
     }
    },
    "outputs": [
@@ -335,9 +335,9 @@
       ">       \u001b[94massert\u001b[39;49;00m \u001b[33m'\u001b[39;49;00m\u001b[33mgraffiti_flag\u001b[39;49;00m\u001b[33m'\u001b[39;49;00m \u001b[95min\u001b[39;49;00m df.columns, \u001b[33m\"\u001b[39;49;00m\u001b[33mcolumn missing\u001b[39;49;00m\u001b[33m\"\u001b[39;49;00m\n",
       "\u001b[1m\u001b[31mE       NameError: name 'df' is not defined\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_95902/4193169000.py\u001b[0m:2: NameError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61829/4193169000.py\u001b[0m:2: NameError\n",
       "===================================== short test summary info ======================================\n",
-      "FAILED tmpb7_46lo7.py::test_graffiti_flag - NameError: name 'df' is not defined\n"
+      "FAILED tmp3ukgry7d.py::test_graffiti_flag - NameError: name 'df' is not defined\n"
      ]
     }
    ],
@@ -363,10 +363,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:34.388448Z",
-     "iopub.status.busy": "2022-04-15T22:12:34.387808Z",
-     "iopub.status.idle": "2022-04-15T22:12:34.391571Z",
-     "shell.execute_reply": "2022-04-15T22:12:34.391077Z"
+     "iopub.execute_input": "2022-05-15T02:46:38.542780Z",
+     "iopub.status.busy": "2022-05-15T02:46:38.542554Z",
+     "iopub.status.idle": "2022-05-15T02:46:38.545107Z",
+     "shell.execute_reply": "2022-05-15T02:46:38.544618Z"
     }
    },
    "outputs": [],
@@ -379,10 +379,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:34.394620Z",
-     "iopub.status.busy": "2022-04-15T22:12:34.394263Z",
-     "iopub.status.idle": "2022-04-15T22:12:34.468372Z",
-     "shell.execute_reply": "2022-04-15T22:12:34.465928Z"
+     "iopub.execute_input": "2022-05-15T02:46:38.547552Z",
+     "iopub.status.busy": "2022-05-15T02:46:38.547322Z",
+     "iopub.status.idle": "2022-05-15T02:46:38.626566Z",
+     "shell.execute_reply": "2022-05-15T02:46:38.625926Z"
     }
    },
    "outputs": [
@@ -398,9 +398,9 @@
       ">       \u001b[94massert\u001b[39;49;00m df_graffiti[\u001b[33m'\u001b[39;49;00m\u001b[33mgraffiti_flag\u001b[39;49;00m\u001b[33m'\u001b[39;49;00m].all(), \u001b[33m\"\u001b[39;49;00m\u001b[33mnot all have graffiti_flag set to True\u001b[39;49;00m\u001b[33m\"\u001b[39;49;00m\n",
       "\u001b[1m\u001b[31mE       NameError: name 'df_graffiti' is not defined\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_95902/601934799.py\u001b[0m:2: NameError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61829/601934799.py\u001b[0m:2: NameError\n",
       "===================================== short test summary info ======================================\n",
-      "FAILED tmp8lrxf01t.py::test_all_have_graffiti - NameError: name 'df_graffiti' is not defined\n"
+      "FAILED tmp00gun8lh.py::test_all_have_graffiti - NameError: name 'df_graffiti' is not defined\n"
      ]
     }
    ],
@@ -425,10 +425,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:34.472404Z",
-     "iopub.status.busy": "2022-04-15T22:12:34.472200Z",
-     "iopub.status.idle": "2022-04-15T22:12:34.475282Z",
-     "shell.execute_reply": "2022-04-15T22:12:34.474458Z"
+     "iopub.execute_input": "2022-05-15T02:46:38.629563Z",
+     "iopub.status.busy": "2022-05-15T02:46:38.629221Z",
+     "iopub.status.idle": "2022-05-15T02:46:38.633176Z",
+     "shell.execute_reply": "2022-05-15T02:46:38.632410Z"
     }
    },
    "outputs": [],
@@ -452,10 +452,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:34.478167Z",
-     "iopub.status.busy": "2022-04-15T22:12:34.477974Z",
-     "iopub.status.idle": "2022-04-15T22:12:34.481766Z",
-     "shell.execute_reply": "2022-04-15T22:12:34.480971Z"
+     "iopub.execute_input": "2022-05-15T02:46:38.636461Z",
+     "iopub.status.busy": "2022-05-15T02:46:38.635972Z",
+     "iopub.status.idle": "2022-05-15T02:46:38.639566Z",
+     "shell.execute_reply": "2022-05-15T02:46:38.638908Z"
     }
    },
    "outputs": [],
@@ -479,10 +479,10 @@
    "execution_count": 12,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:34.484574Z",
-     "iopub.status.busy": "2022-04-15T22:12:34.484386Z",
-     "iopub.status.idle": "2022-04-15T22:12:34.487515Z",
-     "shell.execute_reply": "2022-04-15T22:12:34.486845Z"
+     "iopub.execute_input": "2022-05-15T02:46:38.642266Z",
+     "iopub.status.busy": "2022-05-15T02:46:38.642037Z",
+     "iopub.status.idle": "2022-05-15T02:46:38.644841Z",
+     "shell.execute_reply": "2022-05-15T02:46:38.644095Z"
     }
    },
    "outputs": [],
diff --git a/hw_4.ipynb b/hw_4.ipynb
index 36afa969..0af5ee21 100644
--- a/hw_4.ipynb
+++ b/hw_4.ipynb
@@ -63,10 +63,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:37.876283Z",
-     "iopub.status.busy": "2022-04-15T22:12:37.875950Z",
-     "iopub.status.idle": "2022-04-15T22:12:37.880439Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.879968Z"
+     "iopub.execute_input": "2022-05-15T02:46:42.025668Z",
+     "iopub.status.busy": "2022-05-15T02:46:42.025190Z",
+     "iopub.status.idle": "2022-05-15T02:46:42.030727Z",
+     "shell.execute_reply": "2022-05-15T02:46:42.029902Z"
     },
     "executionInfo": {
      "elapsed": 10172,
@@ -103,10 +103,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:37.883509Z",
-     "iopub.status.busy": "2022-04-15T22:12:37.883303Z",
-     "iopub.status.idle": "2022-04-15T22:12:37.885917Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.885392Z"
+     "iopub.execute_input": "2022-05-15T02:46:42.034208Z",
+     "iopub.status.busy": "2022-05-15T02:46:42.033909Z",
+     "iopub.status.idle": "2022-05-15T02:46:42.037201Z",
+     "shell.execute_reply": "2022-05-15T02:46:42.036424Z"
     },
     "executionInfo": {
      "elapsed": 13026,
@@ -143,10 +143,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:37.888631Z",
-     "iopub.status.busy": "2022-04-15T22:12:37.888429Z",
-     "iopub.status.idle": "2022-04-15T22:12:37.890857Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.890395Z"
+     "iopub.execute_input": "2022-05-15T02:46:42.040620Z",
+     "iopub.status.busy": "2022-05-15T02:46:42.040301Z",
+     "iopub.status.idle": "2022-05-15T02:46:42.043336Z",
+     "shell.execute_reply": "2022-05-15T02:46:42.042718Z"
     },
     "executionInfo": {
      "elapsed": 13232,
@@ -183,10 +183,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:37.893404Z",
-     "iopub.status.busy": "2022-04-15T22:12:37.893235Z",
-     "iopub.status.idle": "2022-04-15T22:12:37.895466Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.895073Z"
+     "iopub.execute_input": "2022-05-15T02:46:42.046385Z",
+     "iopub.status.busy": "2022-05-15T02:46:42.045990Z",
+     "iopub.status.idle": "2022-05-15T02:46:42.048889Z",
+     "shell.execute_reply": "2022-05-15T02:46:42.048285Z"
     },
     "executionInfo": {
      "elapsed": 19575,
@@ -243,10 +243,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:37.898000Z",
-     "iopub.status.busy": "2022-04-15T22:12:37.897825Z",
-     "iopub.status.idle": "2022-04-15T22:12:37.900169Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.899728Z"
+     "iopub.execute_input": "2022-05-15T02:46:42.051869Z",
+     "iopub.status.busy": "2022-05-15T02:46:42.051603Z",
+     "iopub.status.idle": "2022-05-15T02:46:42.054194Z",
+     "shell.execute_reply": "2022-05-15T02:46:42.053655Z"
     },
     "executionInfo": {
      "elapsed": 571,
@@ -287,10 +287,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:37.902617Z",
-     "iopub.status.busy": "2022-04-15T22:12:37.902460Z",
-     "iopub.status.idle": "2022-04-15T22:12:37.904631Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.904264Z"
+     "iopub.execute_input": "2022-05-15T02:46:42.057092Z",
+     "iopub.status.busy": "2022-05-15T02:46:42.056730Z",
+     "iopub.status.idle": "2022-05-15T02:46:42.059282Z",
+     "shell.execute_reply": "2022-05-15T02:46:42.058788Z"
     },
     "executionInfo": {
      "elapsed": 4152,
@@ -329,10 +329,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:37.907058Z",
-     "iopub.status.busy": "2022-04-15T22:12:37.906792Z",
-     "iopub.status.idle": "2022-04-15T22:12:37.909037Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.908629Z"
+     "iopub.execute_input": "2022-05-15T02:46:42.061786Z",
+     "iopub.status.busy": "2022-05-15T02:46:42.061566Z",
+     "iopub.status.idle": "2022-05-15T02:46:42.063874Z",
+     "shell.execute_reply": "2022-05-15T02:46:42.063450Z"
     },
     "executionInfo": {
      "elapsed": 292,
@@ -376,10 +376,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:37.911380Z",
-     "iopub.status.busy": "2022-04-15T22:12:37.911112Z",
-     "iopub.status.idle": "2022-04-15T22:12:37.913456Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.912937Z"
+     "iopub.execute_input": "2022-05-15T02:46:42.066288Z",
+     "iopub.status.busy": "2022-05-15T02:46:42.066084Z",
+     "iopub.status.idle": "2022-05-15T02:46:42.068466Z",
+     "shell.execute_reply": "2022-05-15T02:46:42.067919Z"
     },
     "executionInfo": {
      "elapsed": 334,
@@ -424,10 +424,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:37.915835Z",
-     "iopub.status.busy": "2022-04-15T22:12:37.915680Z",
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-     "shell.execute_reply": "2022-04-15T22:12:37.917443Z"
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+     "shell.execute_reply": "2022-05-15T02:46:42.072938Z"
     },
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      "elapsed": 343,
@@ -464,10 +464,10 @@
    "execution_count": 10,
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-     "iopub.status.idle": "2022-04-15T22:12:37.922250Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.921815Z"
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     },
     "executionInfo": {
      "elapsed": 348,
@@ -504,10 +504,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:37.924527Z",
-     "iopub.status.busy": "2022-04-15T22:12:37.924372Z",
-     "iopub.status.idle": "2022-04-15T22:12:37.926621Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.926176Z"
+     "iopub.execute_input": "2022-05-15T02:46:42.080337Z",
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     },
     "executionInfo": {
      "elapsed": 1026,
@@ -585,10 +585,10 @@
    "execution_count": 12,
    "metadata": {
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-     "iopub.execute_input": "2022-04-15T22:12:37.929129Z",
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-     "iopub.status.idle": "2022-04-15T22:12:37.931247Z",
-     "shell.execute_reply": "2022-04-15T22:12:37.930845Z"
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+     "iopub.status.idle": "2022-05-15T02:46:42.087452Z",
+     "shell.execute_reply": "2022-05-15T02:46:42.086764Z"
     }
    },
    "outputs": [],
diff --git a/hw_5.ipynb b/hw_5.ipynb
index aa02a138..266a4a65 100644
--- a/hw_5.ipynb
+++ b/hw_5.ipynb
@@ -34,10 +34,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:41.122748Z",
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-     "iopub.status.idle": "2022-04-15T22:12:41.128276Z",
-     "shell.execute_reply": "2022-04-15T22:12:41.127536Z"
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+     "shell.execute_reply": "2022-05-15T02:46:45.098516Z"
     }
    },
    "outputs": [],
diff --git a/lecture_1.ipynb b/lecture_1.ipynb
index 1a28785a..8376afde 100644
--- a/lecture_1.ipynb
+++ b/lecture_1.ipynb
@@ -5,10 +5,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
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-     "iopub.status.idle": "2022-04-15T22:12:47.344380Z",
-     "shell.execute_reply": "2022-04-15T22:12:47.343739Z"
+     "iopub.execute_input": "2022-05-15T02:46:57.044698Z",
+     "iopub.status.busy": "2022-05-15T02:46:57.044257Z",
+     "iopub.status.idle": "2022-05-15T02:46:57.250666Z",
+     "shell.execute_reply": "2022-05-15T02:46:57.250133Z"
     },
     "slideshow": {
      "slide_type": "skip"
@@ -68,10 +68,10 @@
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    "metadata": {
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-     "iopub.execute_input": "2022-04-15T22:12:47.348076Z",
-     "iopub.status.busy": "2022-04-15T22:12:47.347856Z",
-     "iopub.status.idle": "2022-04-15T22:12:47.716598Z",
-     "shell.execute_reply": "2022-04-15T22:12:47.715801Z"
+     "iopub.execute_input": "2022-05-15T02:46:57.254133Z",
+     "iopub.status.busy": "2022-05-15T02:46:57.253810Z",
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     "id": "Q4l2QosJLzP6"
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@@ -99,10 +99,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:12:47.720205Z",
-     "iopub.status.busy": "2022-04-15T22:12:47.719946Z",
-     "iopub.status.idle": "2022-04-15T22:12:58.644492Z",
-     "shell.execute_reply": "2022-04-15T22:12:58.642179Z"
+     "iopub.execute_input": "2022-05-15T02:46:57.710703Z",
+     "iopub.status.busy": "2022-05-15T02:46:57.710407Z",
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+     "shell.execute_reply": "2022-05-15T02:47:06.401799Z"
     },
     "id": "iQgE8qFAMbiF"
    },
@@ -111,7 +111,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_95956/2223996166.py:1: DtypeWarning: Columns (8,20,31,34) have mixed types. Specify dtype option on import or set low_memory=False.\n",
+      "/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61891/2223996166.py:1: DtypeWarning: Columns (8,20,31,34) have mixed types. Specify dtype option on import or set low_memory=False.\n",
       "  requests = pd.read_csv('https://storage.googleapis.com/python-public-policy/data/311_requests_2018-19_sample.csv.zip')\n"
      ]
     }
@@ -158,10 +158,10 @@
    "execution_count": 4,
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-     "iopub.execute_input": "2022-04-15T22:12:58.674621Z",
-     "iopub.status.busy": "2022-04-15T22:12:58.674135Z",
-     "iopub.status.idle": "2022-04-15T22:12:58.791918Z",
-     "shell.execute_reply": "2022-04-15T22:12:58.791419Z"
+     "iopub.execute_input": "2022-05-15T02:47:06.406845Z",
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     "outputId": "7bb49293-60dd-4df6-e5df-1eec7f2343ce",
@@ -407,10 +407,10 @@
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-     "shell.execute_reply": "2022-04-15T22:12:58.809753Z"
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@@ -812,10 +812,10 @@
    "execution_count": 6,
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@@ -1122,10 +1122,10 @@
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@@ -1164,10 +1164,10 @@
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@@ -1209,10 +1209,10 @@
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@@ -1291,10 +1291,10 @@
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     "outputId": "f81d2ef1-46e1-49a4-c9f3-562fee4589d0"
@@ -1334,10 +1334,10 @@
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@@ -1433,10 +1433,10 @@
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-     "shell.execute_reply": "2022-04-15T22:13:02.336236Z"
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@@ -1463,10 +1463,10 @@
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@@ -1495,10 +1495,10 @@
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@@ -1568,10 +1568,10 @@
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@@ -1708,10 +1708,10 @@
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@@ -1998,10 +1998,10 @@
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@@ -2031,10 +2031,10 @@
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@@ -2064,10 +2064,10 @@
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@@ -2487,10 +2487,10 @@
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-     "shell.execute_reply": "2022-04-15T22:13:02.557452Z"
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     "outputId": "6a996116-3d05-4dab-9e12-176ae42e74e7",
@@ -2653,10 +2653,10 @@
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    "metadata": {
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-     "iopub.execute_input": "2022-04-15T22:13:02.561386Z",
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-     "shell.execute_reply": "2022-04-15T22:13:02.565965Z"
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@@ -2709,10 +2709,10 @@
    "execution_count": 22,
    "metadata": {
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-     "iopub.execute_input": "2022-04-15T22:13:02.569304Z",
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-     "shell.execute_reply": "2022-04-15T22:13:02.736559Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.348241Z",
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     "id": "PII26jb0g8Eg",
     "outputId": "8c839d5d-da47-4576-b1cb-86a147ec52e7"
@@ -2740,10 +2740,10 @@
    "execution_count": 23,
    "metadata": {
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-     "iopub.execute_input": "2022-04-15T22:13:02.740422Z",
-     "iopub.status.busy": "2022-04-15T22:13:02.740232Z",
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-     "shell.execute_reply": "2022-04-15T22:13:02.743439Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.571545Z",
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    "outputs": [
@@ -2774,10 +2774,10 @@
    "execution_count": 24,
    "metadata": {
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-     "iopub.execute_input": "2022-04-15T22:13:02.746287Z",
-     "iopub.status.busy": "2022-04-15T22:13:02.746123Z",
-     "iopub.status.idle": "2022-04-15T22:13:02.749355Z",
-     "shell.execute_reply": "2022-04-15T22:13:02.748982Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.577275Z",
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    "outputs": [
@@ -2812,10 +2812,10 @@
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    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:13:02.751601Z",
-     "iopub.status.busy": "2022-04-15T22:13:02.751442Z",
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-     "shell.execute_reply": "2022-04-15T22:13:02.764678Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.583283Z",
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    "outputs": [
@@ -2911,10 +2911,10 @@
    "execution_count": 26,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:13:02.768695Z",
-     "iopub.status.busy": "2022-04-15T22:13:02.768441Z",
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-     "shell.execute_reply": "2022-04-15T22:13:02.772676Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.600938Z",
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+     "shell.execute_reply": "2022-05-15T02:47:10.604258Z"
     }
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    "outputs": [
@@ -2970,10 +2970,10 @@
    "execution_count": 27,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:13:02.775807Z",
-     "iopub.status.busy": "2022-04-15T22:13:02.775606Z",
-     "iopub.status.idle": "2022-04-15T22:13:02.813829Z",
-     "shell.execute_reply": "2022-04-15T22:13:02.813064Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.607602Z",
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     "id": "S90gXzXAiFoC",
     "outputId": "7fb263d5-a01c-42ca-ee21-267a0c0c18bf"
@@ -3115,10 +3115,10 @@
    "execution_count": 28,
    "metadata": {
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-     "iopub.execute_input": "2022-04-15T22:13:02.817305Z",
-     "iopub.status.busy": "2022-04-15T22:13:02.817017Z",
-     "iopub.status.idle": "2022-04-15T22:13:02.891578Z",
-     "shell.execute_reply": "2022-04-15T22:13:02.890841Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.653659Z",
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     "id": "UVRyyXt8iUgF",
     "outputId": "b570ace6-1864-48b3-8ff7-17d5a8b1e024"
@@ -3265,10 +3265,10 @@
    "execution_count": 29,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:13:02.894324Z",
-     "iopub.status.busy": "2022-04-15T22:13:02.894102Z",
-     "iopub.status.idle": "2022-04-15T22:13:02.924928Z",
-     "shell.execute_reply": "2022-04-15T22:13:02.924373Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.731394Z",
+     "iopub.status.busy": "2022-05-15T02:47:10.731093Z",
+     "iopub.status.idle": "2022-05-15T02:47:10.761758Z",
+     "shell.execute_reply": "2022-05-15T02:47:10.760913Z"
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     "outputId": "21a6f3b2-da1e-4dd3-c68f-ba1f03f2b66d"
@@ -3480,10 +3480,10 @@
    "execution_count": 30,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:13:02.927528Z",
-     "iopub.status.busy": "2022-04-15T22:13:02.927308Z",
-     "iopub.status.idle": "2022-04-15T22:13:02.995243Z",
-     "shell.execute_reply": "2022-04-15T22:13:02.994627Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.765038Z",
+     "iopub.status.busy": "2022-05-15T02:47:10.764702Z",
+     "iopub.status.idle": "2022-05-15T02:47:10.830507Z",
+     "shell.execute_reply": "2022-05-15T02:47:10.829774Z"
     }
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    "outputs": [
@@ -3688,10 +3688,10 @@
    "execution_count": 31,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:13:02.998369Z",
-     "iopub.status.busy": "2022-04-15T22:13:02.998112Z",
-     "iopub.status.idle": "2022-04-15T22:13:03.006457Z",
-     "shell.execute_reply": "2022-04-15T22:13:03.006025Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.833521Z",
+     "iopub.status.busy": "2022-05-15T02:47:10.833216Z",
+     "iopub.status.idle": "2022-05-15T02:47:10.841740Z",
+     "shell.execute_reply": "2022-05-15T02:47:10.841277Z"
     },
     "id": "_3o0pW8Xixt0",
     "outputId": "d6e82795-7abb-4c71-b712-58b26adb55dd",
@@ -3830,10 +3830,10 @@
    "execution_count": 32,
    "metadata": {
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-     "iopub.execute_input": "2022-04-15T22:13:03.009113Z",
-     "iopub.status.busy": "2022-04-15T22:13:03.008936Z",
-     "iopub.status.idle": "2022-04-15T22:13:03.017912Z",
-     "shell.execute_reply": "2022-04-15T22:13:03.017427Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.844184Z",
+     "iopub.status.busy": "2022-05-15T02:47:10.843986Z",
+     "iopub.status.idle": "2022-05-15T02:47:10.852663Z",
+     "shell.execute_reply": "2022-05-15T02:47:10.852040Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -4069,10 +4069,10 @@
    "execution_count": 33,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-15T22:13:03.020548Z",
-     "iopub.status.busy": "2022-04-15T22:13:03.020319Z",
-     "iopub.status.idle": "2022-04-15T22:13:03.027045Z",
-     "shell.execute_reply": "2022-04-15T22:13:03.026599Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.855210Z",
+     "iopub.status.busy": "2022-05-15T02:47:10.854993Z",
+     "iopub.status.idle": "2022-05-15T02:47:10.861749Z",
+     "shell.execute_reply": "2022-05-15T02:47:10.861312Z"
     },
     "slideshow": {
      "slide_type": "-"
@@ -4307,10 +4307,10 @@
    "execution_count": 34,
    "metadata": {
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-     "iopub.execute_input": "2022-04-15T22:13:03.029516Z",
-     "iopub.status.busy": "2022-04-15T22:13:03.029336Z",
-     "iopub.status.idle": "2022-04-15T22:13:03.039456Z",
-     "shell.execute_reply": "2022-04-15T22:13:03.038930Z"
+     "iopub.execute_input": "2022-05-15T02:47:10.864517Z",
+     "iopub.status.busy": "2022-05-15T02:47:10.864245Z",
+     "iopub.status.idle": "2022-05-15T02:47:10.875324Z",
+     "shell.execute_reply": "2022-05-15T02:47:10.874890Z"
     }
    },
    "outputs": [
diff --git a/lecture_2.ipynb b/lecture_2.ipynb
index ec997c3c..91ff7095 100644
--- a/lecture_2.ipynb
+++ b/lecture_2.ipynb
@@ -140,10 +140,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:46.673730Z",
-     "iopub.status.busy": "2022-04-07T22:14:46.673140Z",
-     "iopub.status.idle": "2022-04-07T22:14:46.686869Z",
-     "shell.execute_reply": "2022-04-07T22:14:46.686352Z"
+     "iopub.execute_input": "2022-05-15T02:47:15.241044Z",
+     "iopub.status.busy": "2022-05-15T02:47:15.240574Z",
+     "iopub.status.idle": "2022-05-15T02:47:15.256802Z",
+     "shell.execute_reply": "2022-05-15T02:47:15.256152Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -235,10 +235,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:46.710547Z",
-     "iopub.status.busy": "2022-04-07T22:14:46.710350Z",
-     "iopub.status.idle": "2022-04-07T22:14:47.280770Z",
-     "shell.execute_reply": "2022-04-07T22:14:47.279834Z"
+     "iopub.execute_input": "2022-05-15T02:47:15.282623Z",
+     "iopub.status.busy": "2022-05-15T02:47:15.282310Z",
+     "iopub.status.idle": "2022-05-15T02:47:15.773846Z",
+     "shell.execute_reply": "2022-05-15T02:47:15.772954Z"
     },
     "id": "Q4l2QosJLzP6"
    },
@@ -252,10 +252,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:47.284552Z",
-     "iopub.status.busy": "2022-04-07T22:14:47.284304Z",
-     "iopub.status.idle": "2022-04-07T22:14:47.287993Z",
-     "shell.execute_reply": "2022-04-07T22:14:47.287238Z"
+     "iopub.execute_input": "2022-05-15T02:47:15.777658Z",
+     "iopub.status.busy": "2022-05-15T02:47:15.777205Z",
+     "iopub.status.idle": "2022-05-15T02:47:15.781465Z",
+     "shell.execute_reply": "2022-05-15T02:47:15.780623Z"
     },
     "id": "R4rtHV4Yu4jW",
     "slideshow": {
@@ -286,10 +286,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:14:47.290949Z",
-     "iopub.status.busy": "2022-04-07T22:14:47.290748Z",
-     "iopub.status.idle": "2022-04-07T22:15:01.169061Z",
-     "shell.execute_reply": "2022-04-07T22:15:01.167840Z"
+     "iopub.execute_input": "2022-05-15T02:47:15.784878Z",
+     "iopub.status.busy": "2022-05-15T02:47:15.784583Z",
+     "iopub.status.idle": "2022-05-15T02:47:23.629850Z",
+     "shell.execute_reply": "2022-05-15T02:47:23.628991Z"
     },
     "id": "iQgE8qFAMbiF"
    },
@@ -298,7 +298,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_96490/4071130044.py:2: DtypeWarning: Columns (8,20,31,34) have mixed types. Specify dtype option on import or set low_memory=False.\n",
+      "/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61903/4071130044.py:2: DtypeWarning: Columns (8,20,31,34) have mixed types. Specify dtype option on import or set low_memory=False.\n",
       "  requests = pd.read_csv(url)\n"
      ]
     }
@@ -341,10 +341,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:01.173364Z",
-     "iopub.status.busy": "2022-04-07T22:15:01.173076Z",
-     "iopub.status.idle": "2022-04-07T22:15:03.085258Z",
-     "shell.execute_reply": "2022-04-07T22:15:03.084817Z"
+     "iopub.execute_input": "2022-05-15T02:47:23.633659Z",
+     "iopub.status.busy": "2022-05-15T02:47:23.633322Z",
+     "iopub.status.idle": "2022-05-15T02:47:25.445580Z",
+     "shell.execute_reply": "2022-05-15T02:47:25.444944Z"
     },
     "slideshow": {
      "slide_type": "fragment"
@@ -415,10 +415,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:03.087947Z",
-     "iopub.status.busy": "2022-04-07T22:15:03.087779Z",
-     "iopub.status.idle": "2022-04-07T22:15:03.121202Z",
-     "shell.execute_reply": "2022-04-07T22:15:03.120633Z"
+     "iopub.execute_input": "2022-05-15T02:47:25.448395Z",
+     "iopub.status.busy": "2022-05-15T02:47:25.448105Z",
+     "iopub.status.idle": "2022-05-15T02:47:25.481935Z",
+     "shell.execute_reply": "2022-05-15T02:47:25.481461Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -1043,10 +1043,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:03.124325Z",
-     "iopub.status.busy": "2022-04-07T22:15:03.124014Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.080662Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.079904Z"
+     "iopub.execute_input": "2022-05-15T02:47:25.485160Z",
+     "iopub.status.busy": "2022-05-15T02:47:25.484887Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.010777Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.010021Z"
     },
     "slideshow": {
      "slide_type": "-"
@@ -1057,7 +1057,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_96490/1495321768.py:1: DtypeWarning: Columns (20,31,34) have mixed types. Specify dtype option on import or set low_memory=False.\n",
+      "/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61903/1495321768.py:1: DtypeWarning: Columns (20,31,34) have mixed types. Specify dtype option on import or set low_memory=False.\n",
       "  df2 = pd.read_csv(url, dtype={\"Incident Zip\": \"string\"})\n"
      ]
     }
@@ -1082,10 +1082,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.085793Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.085486Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.136195Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.135740Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.014257Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.013952Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.052898Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.052215Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -1486,10 +1486,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.138685Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.138506Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.393607Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.393145Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.056044Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.055764Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.312408Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.311828Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -1542,10 +1542,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.396744Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.396525Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.401133Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.400565Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.315700Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.315416Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.320422Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.319881Z"
     },
     "slideshow": {
      "slide_type": "-"
@@ -1590,10 +1590,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.403911Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.403620Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.430294Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.429737Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.323188Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.322947Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.349282Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.348738Z"
     },
     "id": "YHxgkZeQVLmH",
     "outputId": "69937a5d-5aba-48a1-99e3-c498cd13ddc0"
@@ -1650,10 +1650,10 @@
    "execution_count": 12,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.432846Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.432667Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.640391Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.639856Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.352284Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.351977Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.397784Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.396826Z"
     },
     "id": "txl0wcl_VKp8"
    },
@@ -2226,10 +2226,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.643716Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.643514Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.843563Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.843007Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.401392Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.401109Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.699170Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.698404Z"
     },
     "id": "jlzc9UNEMSk0",
     "outputId": "8a696452-a4ea-41f1-ab71-b3e01f6c359e",
@@ -2407,10 +2407,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.847609Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.847160Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.854736Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.854184Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.703048Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.702550Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.709934Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.709256Z"
     },
     "id": "DM0qwYPZfRWX",
     "outputId": "49229a10-02c9-4751-f0bc-8886d86acf3b"
@@ -2524,10 +2524,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.858085Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.857853Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.862724Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.862055Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.713284Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.712984Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.717871Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.717323Z"
     },
     "id": "_HuoM77IU9zU",
     "slideshow": {
@@ -2567,7 +2567,14 @@
   {
    "cell_type": "code",
    "execution_count": 16,
-   "metadata": {},
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2022-05-15T02:47:33.720901Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.720624Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.725976Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.725475Z"
+    }
+   },
    "outputs": [
     {
      "data": {
@@ -2590,7 +2597,14 @@
   {
    "cell_type": "code",
    "execution_count": 17,
-   "metadata": {},
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2022-05-15T02:47:33.728619Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.728388Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.732065Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.731568Z"
+    }
+   },
    "outputs": [
     {
      "data": {
@@ -2623,10 +2637,10 @@
    "execution_count": 18,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.871320Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.871158Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.876355Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.875917Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.734759Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.734507Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.739805Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.739337Z"
     },
     "id": "SjClAwLinuxO",
     "outputId": "21389fcc-22ef-4b73-e71e-bbff7f2a48d5",
@@ -2653,10 +2667,10 @@
    "execution_count": 19,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.878737Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.878570Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.887823Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.887307Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.742358Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.742036Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.752390Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.751783Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -3273,10 +3287,10 @@
    "execution_count": 20,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.890715Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.890427Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.905567Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.905034Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.755459Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.755174Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.769465Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.768956Z"
     },
     "id": "ZKrhs95pXHjI",
     "outputId": "d105349c-8fb8-4e1f-bdc6-3ffbc499457f"
@@ -3896,10 +3910,10 @@
    "execution_count": 21,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.908195Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.908002Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.911811Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.911332Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.772601Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.772365Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.776100Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.775632Z"
     },
     "id": "iojpAbiZXOwI",
     "outputId": "a83f499d-94b1-438f-b963-f3d14af9bdac",
@@ -3934,10 +3948,10 @@
    "execution_count": 22,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.914116Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.913954Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.924066Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.923647Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.778695Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.778375Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.789417Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.788956Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -4545,10 +4559,10 @@
    "execution_count": 23,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.926746Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.926573Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.933425Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.933015Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.792181Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.791940Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.798697Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.798233Z"
     },
     "id": "_-Om3C2RfX2U",
     "outputId": "45ede3c5-7c9a-4bfc-c00a-dc98e69c0301",
@@ -4676,7 +4690,14 @@
   {
    "cell_type": "code",
    "execution_count": 24,
-   "metadata": {},
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2022-05-15T02:47:33.801188Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.800965Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.808167Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.807649Z"
+    }
+   },
    "outputs": [
     {
      "name": "stdout",
@@ -4720,10 +4741,10 @@
    "execution_count": 25,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.935830Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.935661Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.939277Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.938879Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.810835Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.810590Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.814397Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.813910Z"
     },
     "id": "f7_GEo70M-z1",
     "outputId": "faa022ae-d3ca-4e11-cb1e-c374e4915b74",
@@ -4753,10 +4774,10 @@
    "execution_count": 26,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.941536Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.941380Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.957337Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.956864Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.817150Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.816750Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.831759Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.831148Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -5734,10 +5755,10 @@
    "execution_count": 27,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.960386Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.960195Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.978531Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.977496Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.834810Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.834500Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.854587Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.853819Z"
     },
     "id": "gUydiMx4cxe_",
     "outputId": "9481be65-efa1-4b5b-e81e-f52f9c4552bc",
@@ -6836,10 +6857,10 @@
    "execution_count": 28,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.981556Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.981321Z",
-     "iopub.status.idle": "2022-04-07T22:15:14.992247Z",
-     "shell.execute_reply": "2022-04-07T22:15:14.991374Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.857969Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.857682Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.867213Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.866740Z"
     },
     "id": "9n1O2cp3eKdt",
     "outputId": "05223db2-648c-4c9d-fff3-fbb882cbf932",
@@ -7013,10 +7034,10 @@
    "execution_count": 29,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:14.995499Z",
-     "iopub.status.busy": "2022-04-07T22:15:14.995190Z",
-     "iopub.status.idle": "2022-04-07T22:15:15.007788Z",
-     "shell.execute_reply": "2022-04-07T22:15:15.007358Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.869875Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.869548Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.882041Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.881528Z"
     },
     "id": "DA1mRjnWexhr",
     "outputId": "1e6cd596-1309-4c3a-be4f-26e2cad1eccd",
@@ -7743,10 +7764,10 @@
    "execution_count": 30,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:15.010297Z",
-     "iopub.status.busy": "2022-04-07T22:15:15.010125Z",
-     "iopub.status.idle": "2022-04-07T22:15:15.018353Z",
-     "shell.execute_reply": "2022-04-07T22:15:15.017879Z"
+     "iopub.execute_input": "2022-05-15T02:47:33.884816Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.884459Z",
+     "iopub.status.idle": "2022-05-15T02:47:33.892779Z",
+     "shell.execute_reply": "2022-05-15T02:47:33.892234Z"
     },
     "id": "gGSt-U8Qsj4f",
     "outputId": "69c6b1f2-e298-4741-e63f-01bc356fd5dd"
@@ -7974,6 +7995,12 @@
    "cell_type": "code",
    "execution_count": 31,
    "metadata": {
+    "execution": {
+     "iopub.execute_input": "2022-05-15T02:47:33.895701Z",
+     "iopub.status.busy": "2022-05-15T02:47:33.895473Z",
+     "iopub.status.idle": "2022-05-15T02:47:34.037759Z",
+     "shell.execute_reply": "2022-05-15T02:47:34.036619Z"
+    },
     "slideshow": {
      "slide_type": "skip"
     }
@@ -7988,6 +8015,12 @@
    "cell_type": "code",
    "execution_count": 32,
    "metadata": {
+    "execution": {
+     "iopub.execute_input": "2022-05-15T02:47:34.041259Z",
+     "iopub.status.busy": "2022-05-15T02:47:34.040949Z",
+     "iopub.status.idle": "2022-05-15T02:47:34.306436Z",
+     "shell.execute_reply": "2022-05-15T02:47:34.305690Z"
+    },
     "slideshow": {
      "slide_type": "subslide"
     }
@@ -8005,7 +8038,7 @@
       ">       \u001b[94massert\u001b[39;49;00m \u001b[94m1\u001b[39;49;00m == \u001b[94m2\u001b[39;49;00m\n",
       "\u001b[1m\u001b[31mE       assert 1 == 2\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_96490/2219926158.py\u001b[0m:5: AssertionError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61903/2219926158.py\u001b[0m:5: AssertionError\n",
       "\u001b[31m\u001b[1m_____________________________________________ test_var _____________________________________________\u001b[0m\n",
       "\n",
       "    \u001b[94mdef\u001b[39;49;00m \u001b[92mtest_var\u001b[39;49;00m():\n",
@@ -8013,7 +8046,7 @@
       ">       \u001b[94massert\u001b[39;49;00m a == \u001b[94m1\u001b[39;49;00m\n",
       "\u001b[1m\u001b[31mE       assert 2 == 1\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_96490/2219926158.py\u001b[0m:9: AssertionError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61903/2219926158.py\u001b[0m:9: AssertionError\n",
       "\u001b[31m\u001b[1m__________________________________________ test_boroughs ___________________________________________\u001b[0m\n",
       "\n",
       "    \u001b[94mdef\u001b[39;49;00m \u001b[92mtest_boroughs\u001b[39;49;00m():\n",
@@ -8022,11 +8055,11 @@
       "\u001b[1m\u001b[31mE       AssertionError: assert 6 == 5\u001b[0m\n",
       "\u001b[1m\u001b[31mE        +  where 6 = len(array(['BROOKLYN', 'QUEENS', 'BRONX', 'MANHATTAN', 'STATEN ISLAND',\\n       'Unspecified'], dtype=object))\u001b[0m\n",
       "\n",
-      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_96490/2219926158.py\u001b[0m:13: AssertionError\n",
+      "\u001b[1m\u001b[31m/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61903/2219926158.py\u001b[0m:13: AssertionError\n",
       "===================================== short test summary info ======================================\n",
-      "FAILED tmpqnu8bq7w.py::test_unequal - assert 1 == 2\n",
-      "FAILED tmpqnu8bq7w.py::test_var - assert 2 == 1\n",
-      "FAILED tmpqnu8bq7w.py::test_boroughs - AssertionError: assert 6 == 5\n"
+      "FAILED tmp699gnm3y.py::test_unequal - assert 1 == 2\n",
+      "FAILED tmp699gnm3y.py::test_var - assert 2 == 1\n",
+      "FAILED tmp699gnm3y.py::test_boroughs - AssertionError: assert 6 == 5\n"
      ]
     }
    ],
diff --git a/lecture_3.ipynb b/lecture_3.ipynb
index 637bff57..ae46b845 100644
--- a/lecture_3.ipynb
+++ b/lecture_3.ipynb
@@ -103,10 +103,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:19.298178Z",
-     "iopub.status.busy": "2022-04-07T22:15:19.297872Z",
-     "iopub.status.idle": "2022-04-07T22:15:20.055733Z",
-     "shell.execute_reply": "2022-04-07T22:15:20.054966Z"
+     "iopub.execute_input": "2022-05-15T02:47:38.695055Z",
+     "iopub.status.busy": "2022-05-15T02:47:38.694699Z",
+     "iopub.status.idle": "2022-05-15T02:47:39.496348Z",
+     "shell.execute_reply": "2022-05-15T02:47:39.495226Z"
     },
     "id": "Q4l2QosJLzP6",
     "scrolled": false
@@ -140,10 +140,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:20.058832Z",
-     "iopub.status.busy": "2022-04-07T22:15:20.058645Z",
-     "iopub.status.idle": "2022-04-07T22:15:20.197270Z",
-     "shell.execute_reply": "2022-04-07T22:15:20.196796Z"
+     "iopub.execute_input": "2022-05-15T02:47:39.499852Z",
+     "iopub.status.busy": "2022-05-15T02:47:39.499467Z",
+     "iopub.status.idle": "2022-05-15T02:47:39.694149Z",
+     "shell.execute_reply": "2022-05-15T02:47:39.693512Z"
     },
     "scrolled": false
    },
@@ -272,10 +272,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:20.221410Z",
-     "iopub.status.busy": "2022-04-07T22:15:20.221209Z",
-     "iopub.status.idle": "2022-04-07T22:15:24.212446Z",
-     "shell.execute_reply": "2022-04-07T22:15:24.211849Z"
+     "iopub.execute_input": "2022-05-15T02:47:39.725206Z",
+     "iopub.status.busy": "2022-05-15T02:47:39.724708Z",
+     "iopub.status.idle": "2022-05-15T02:47:44.492727Z",
+     "shell.execute_reply": "2022-05-15T02:47:44.491993Z"
     },
     "scrolled": false
    },
@@ -285,12 +285,12 @@
       "text/html": [
        "        <script type=\"text/javascript\">\n",
        "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
-       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+       "        if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
        "        if (typeof require !== 'undefined') {\n",
        "        require.undef(\"plotly\");\n",
        "        requirejs.config({\n",
        "            paths: {\n",
-       "                'plotly': ['https://cdn.plot.ly/plotly-2.11.1.min']\n",
+       "                'plotly': ['https://cdn.plot.ly/plotly-2.12.1.min']\n",
        "            }\n",
        "        });\n",
        "        require(['plotly'], function(Plotly) {\n",
@@ -306,11 +306,11 @@
     },
     {
      "data": {
-      "application/pdf": 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",
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@@ -387,11 +387,11 @@
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                       {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('5e3cdb31-71b4-45d9-a916-0d3fd3b13088');\n",
+       "var gd = document.getElementById('9a2b0a3f-129b-4b73-ac35-47af8a5c5efe');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -430,20 +430,20 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:24.305174Z",
-     "iopub.status.busy": "2022-04-07T22:15:24.305002Z",
-     "iopub.status.idle": "2022-04-07T22:15:24.380770Z",
-     "shell.execute_reply": "2022-04-07T22:15:24.380222Z"
+     "iopub.execute_input": "2022-05-15T02:47:44.595503Z",
+     "iopub.status.busy": "2022-05-15T02:47:44.595294Z",
+     "iopub.status.idle": "2022-05-15T02:47:44.673395Z",
+     "shell.execute_reply": "2022-05-15T02:47:44.672796Z"
     }
    },
    "outputs": [
     {
      "data": {
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",
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RekOMwZDlcHNbz4d+Dn3/0zlGzqh+Cv1iHTUqybqq9so1SYmjDEmWVY1XriVfhJpDm5i1TAdzC7MmtO7C47Pev3vnyRnTZ8woLflqy67Xy2eUzcD1gjHgXJQjeQt3+Bt9LkmhVKpiI9kiRsZrTVoiISae4XlVpHgzkWqVSloZaSZetpltYVlWpdGQSrZHOOlT0htkDfQGWeoQI71JNoFexUrVaqRGrZYiqQXWbhuSQFa/zeZx2AP2rAB4BxzeLDv6wGJx4RNzOdzZbnd2ltbC5Vx4j3GHXvRuS85wcfcwmTvZMxuj9aOmTzl3FGPnfryD7ZKz+PZwyjdrpqnORCSsVGtgo7VJ2omS8WpXpNfoTfCY/JIidUFkqbE0odhUywbwvWiOfLa2dtSV8YErao21CYvYRul8bUN0c0ILWaFdF7fuinUJyXg3n3fRQRMs+Ly0BLyGT5fZr8jkfbyU94nx4FPh3fG8siSKEFMJIzMRmcWgok4xqKhTDBx1iIG6ZhS9wGCglgwG872JfKIpkaAj77JofkRPUIi+6dd5RJf0Z2E9MC4TwQTQNW7qFgwLGhNWrGU5uGg9DQ/638Jtv6BZ+Macvi13bZrz9/mKqf3NnzKcbezohf7Fp+exluM1XdWH31+34gZf7uvWCSeerLwtd3Jb8cJnK9CP+zAb1qIfJ0GPb4tSKbHHKaPtqcoUe2pOjtKlH5fotJcoC/R5iXn22Uy1pFpZaV+kvMq+KKdNudK+wrUmJ845IX8CmTgB/cuka9NJenpqiUk+jvBqk5qo1doSucJqyRZDKZujQZEtpV7ITsgwWNiMhAnZnIqNE0NGJYbJbi/vNXmJ6u7JmjMBzRmbTRvj0fTb7dQ//UAdE/DqPPRkH/B4AjR5DIZBX1gTU0a7ssRkyQ4nkdWF1V8TatB5NKXoNdEGAxeZObkkz//SqrVnp/OVZxZ7t6RlpGelp7eX1BTufDwj1dYwufatWurTpXvzikr2/z5zLXnFdv2Cqx7xFuZNtB4fXzI2NW3RrJkLE0wxe9etds+Ki9PnTz5unTgmLXPjnLW9sZGyLJx1pmO8HsRdgALfsE/6LJxar05SO9X56ha1VBVL71ylLsJnqZJGyNXFjARXZRo00kqJhI1gWZlXUaogCp438SRCxWFIdVGfYeE7XyTtxpkVcrW0VMowPcJpn5IGHqOgXbB+rov6HQtf+Ry0L8PwUpPUK2WlKTSXpUScqGJ/M1GJj0sqDktqv5i1YiGg82SJ+esJ2DF78VHYbTkDDp3HMy6T2aAZ4PpsTICxaq2Yy0yWNsuiZbiDJ/oGssnxnhOheQNPM3tCAWbPGbbownKye6CO7l6fwBhcj74ZC3f6JilkcTKbbJLMpZ1k8MvytTWyitRFstUyldEYV0wnWV8ym2wpSZYmEF5hQp8oIkukCnOiudTIGHuEL30Z9A6MBnoHxkh640Zx/jHqLWA2ykFUwH1pfJopjcjvsQ1GmdZDg0y8wX77r1FmDww47DTE/vv4wpjSWqIt2othxa2fllv0/A2rP54RWfbBoqnrnWnpLrtzx9yqPRPZ9oEpthrLqu5pM6uYd5uemlLoz0p6w1k8xmFrK52+yJxiilURYX9oBcelOrMfG1qr9kn6IRGyYYdvvFRtUHuSs8ZlZRcn547Ly65lZqtnmmda5luuGRcZx6YWG6OiYkqMLE9cuHDFpdl1Vgvo5LhaffXrsiXGBohPGKi/eOoj2OXhPSYPsVvkdLmjneU7x+Mq1S/mIGYh9Q8+Zbpi6TzoFTtOVaJngLolhbicumx3EvVBtJW6BSIueiTikqvZvtCb717dVTA7UBmoYgy9E2emKq5YNvFtAaIr9iyu3T6tqvqlbG9Gy6TKW6cTMsWTsdi7fS/zySehU/l55YzumecYx++XrVOon+bjQ999muWyuiYdviWwOt2sHzPWkGq695ArLfUAxhbu1LkdGFtSKPU55IyCJDFFjJ9UkVWYVgwwZkJwq0TYEglLZLzMJFtDWBYI4Xi6QeHsGAgY4joPjfUBrccuRnn/hj4McsbK4JrF7Ri48i3yyoUge5779nykJHE/7ktWCx9yuyTfwSh8H8tmZL2QggmrRqcm9wwVki4WrBcLifThrKSldJszOivROdqZlR89JTF/dEHWzOg5o2ria0wVibW26rTacRVZFdl1sobIBl3DqDpr3eiVkSt1a9Ju0hml5OGUvXaSYlDYOdY4VUNcRRgIZohioqLArlCnWsCQYh5Kgj8OPnOzRS3GBX3oarXDIr0THzxdgPDZnx7MDIQ2y76sX9yv6GI8AdyF+hKq0zalkdQ0B+uyp9rd+H4y29povStFGme2silGLe0nohrjRJxDxGBJcjnd2a6UFJczaWgVw1mYFZe2weiIcbujxJAZLcYLDZZdoTdOfxs6te2GtlZG/+ZHjOLa1Tff3v9Q+7X3zypL3pw7b5pp1kp7S6Bm6eGtt+5n7ntGgHPH1v51otS3c/mfTr710Pxj2dKcICldvK7tqqKFqboJUblbBlrnNo83pCSO+9OiDcE7MNeWCZ+I+0Kaazf6PDJuFJfK5STn2FwZ05Kn2fIyqrjamEBsWXwLsyaZ1xodxfrUYr3UODQDubRyTDZ5nJhjVjHbNINbw0Evp1nixK1gHEdb4+6gyTWUXWJuecSF3y7OOhdTi0RIuV8nHV324BREXQdiaunCqRXOK5yYuK3VNXNCX/U65yYpjIumnDivDzxYP3eHv6qaSXtnSU9B5dwXfePtS7zb9rl96UtyZ+wuZFg291joaMvytUoVJhQj/2J8ZpJz0pEbTjMJeXnlofMP3nPEmT66a09tW7opeuyY6FRMDnxj5vbj260Szvnyx5B3mPflrJzBZZ8xEpM6nbGrM5U+ZYVyIVnNqDDLmDjsKpN3EaWCVciIRCGJYBiJTEnqFC10GhcdN4bnca8FarPapyYyVtxGseJcxXJyufTiJiEO18cPu+jihYWPB0NXInbG+o/i0iihkx6d2rBwhvbApVQ0gfWfxM0dLXTTDapkk0rcjw/KAIUjgPFuw+SnjyWHLnOD61tf3+ofYrk+utLJcA5YZrEyEbjWZWmZLIbb/3PIt/rIEWLqH/iF+WJFaLNUfyGO2AcuiO9iABVyuXz49wYRYbnElwr/s+A7ECjQc5fTJr0Cl4jLbhMf3HCFLCz/lk21Wn3ZbUZGRg5XyMMyYpt0FDzPD1cowjJim3QUGo3mstvUarXDFcqwjNgmHYVOp7usNukVUbiYDRNVWP4tm3q9frhCHZYR26SjiI6Ovuw2DQbDcEVkWEZsk44iJiZmuIIPy4ht0lHExsZedpvx8fHDFdqwjNgmzSCj0ThcoQvLiG3SUZjN5uEKfVhGbJNGu8ViGa6IDsuIbdJRJCcnD1fEhmXENmlkjh07drgiPiwjtjkKj4yMjOEKY1hGbJOOwuFwDFeYwzJimwl4uN3u4YrEsIzYJh3FhAkThiuSwzJim3QUeXl5wxXhDZBtxDbpH538fv9wRWZYRmwzDY/y8vLhCldYRmxzHB5z584drpgQlhHbpE+8sbFxuMIXlhHbnEiBr58yZagMZ/20C0ohQnnbv/76A6VUNqzp3xeJATZJDIwBz/fjsQ+P6Xg8MdgOd+OxGo9ll+0D/x+FO4JvL9R1pbAAN32LQSL+3cQOswGIgnlh6O+pEVBDSxzdGjXCrqEyg0vRlqEywXL7UJmFqyBuqMz9po8EW2GoLBXbZ8N8WA6tsBCa4WpMchdk0F+pQBtMx7Z5qGtGbTPaWwEThno3Qj32rcfeZVhfANfAEqwtD+svZc2MiTncYup/sfCv9h/Gqxx4fSYGtvkSV5shD0vLoUVkPbYMfm4GaqagxSXiCBfS34qgrnVovK3iZ6xENkKG6A1RhGn0d1HDpRcqhD5fQmeqw63pNHf6Omd2tnS2d+7uDHa+1nmyU9HXebaT0G9IWx6PiXWb8hl+tmk2Ka2srSTNFcx9FfsryKzyGK6s3MCVl0VzJcVlXGFxNje12MEV4VHs8nA5Xgc3yTuJm+y1cHleI5frLeOm4OHDw+tycI6sRi7L5eRczgrO6UrgXnOedJ51svhSebArucjdI5w82KWxuul3quouOe/uiiviVh686SAO6+zBg2KPcz7hoDzJfVBfxG3aGMW1LGlpI/yuj+4lvj8aRrl9uwzxbt+dMVi6IybefdP6KBN/I7+e38Jv5beZbjRtMW21b2lf375x6/Zt67dt2LaR910v17j55ablxLdMrnLzSxnzC4z5ecb73NfPEfOzvmcJNDDQoGkgvvrd9YSfw6TrtVyaPpmz6T3cWH0Ul6qP5kz6BM5izuPM+hzur3EFXFz8VC4+LoeL09MvYzxcFA5Xp4/jtHi06Bmffkqem48cawIpoz7mN6mO+k2KPr9JjofkiN/EPek3sb1+EznsNzHdfhMc8puOHR1r6nt6rOlJ3+wjFtPhXovpULfFdPTYX9RP9z2jPvLkU6rew0+oug/1qDRH2o8QX297L+G7vd2l3eu6Ob7bjsVmLD7d/Wq30C1TyLM5lZpIOMISwgCZKWF6GIEJ6vzgr8gNRjF4Ls89IHfY/MHGstz1t9xiDN7hL6sKthure2TYpyrIBJkt1UGZv3yoOLjWta5obbVdQoJsQVBa0FQflFrzW2klklYirflYCPK0zFvzbUxQX9AU1GNpmJHWi2JrHVIOfpAIuOZSn0nHsgJps/0nYYLcLgplbmRzdHJlYW0KZW5kb2JqCjEyIDAgb2JqCjw8L1R5cGUgL0ZvbnREZXNjcmlwdG9yCi9Gb250TmFtZSAvVmVyZGFuYQovRmxhZ3MgMTIKL0FzY2VudCAxMDA1LjM3MTA5Ci9EZXNjZW50IDIwOS45NjA5NAovU3RlbVYgMTAzLjUxNTYyNQovQ2FwSGVpZ2h0IDcyNy4wNTA3OAovSXRhbGljQW5nbGUgMAovRm9udEJCb3ggWy00OTQuNjI4OTEgLTMwMy4yMjI2NiAxNDQ2Ljc3NzM0IDEwMDAuNDg4MjhdCi9Gb250RmlsZTIgMTEgMCBSPj4KZW5kb2JqCjEzIDAgb2JqCjw8L1R5cGUgL0ZvbnQKL0ZvbnREZXNjcmlwdG9yIDEyIDAgUgovQmFzZUZvbnQgL1ZlcmRhbmEKL1N1YnR5cGUgL0NJREZvbnRUeXBlMgovQ0lEVG9HSURNYXAgL0lkZW50aXR5Ci9DSURTeXN0ZW1JbmZvIDw8L1JlZ2lzdHJ5IChBZG9iZSkKL09yZGVyaW5nIChJZGVudGl0eSkKL1N1cHBsZW1lbnQgMD4+Ci9XIFswIFsxMDAwXSAxOSAyOCA2MzUuNzQyMTkgNzggWzU5MS43OTY4OF1dCi9EVyAwPj4KZW5kb2JqCjE0IDAgb2JqCjw8L0ZpbHRlciAvRmxhdGVEZWNvZGUKL0xlbmd0aCAyNDE+PiBzdHJlYW0KeJxdUMFOxCAQvfMVc1wPG9pd46lpotVNelg1Vj+AwrSSWCBTeujfO7BNTZwEyOO9NzxGNu1z62wE+U5edxhhsM4Qzn4hjdDjaJ0oT2CsjhvKu55UEJLN3TpHnFo3eFFVAPKD2TnSCodH43u8E/KNDJJ1Ixy+mo5xt4TwgxO6CIWoazA4cKerCq9qQpDZdmwN8zauR/b8KT7XgHDKuLyl0d7gHJRGUm5EURVcNVQXrlqgM//4zdUP+ltRUt+/sLooHp6yervfVXvT8pxlZZOPc7Gpb3x6Jo1j/4NeiDh+nlnOnRJbh/tYgw/JldYvJyh8wwplbmRzdHJlYW0KZW5kb2JqCjYgMCBvYmoKPDwvVHlwZSAvRm9udAovU3VidHlwZSAvVHlwZTAKL0Jhc2VGb250IC9WZXJkYW5hCi9FbmNvZGluZyAvSWRlbnRpdHktSAovRGVzY2VuZGFudEZvbnRzIFsxMyAwIFJdCi9Ub1VuaWNvZGUgMTQgMCBSPj4KZW5kb2JqCjE1IDAgb2JqCjw8L0xlbmd0aDEgMTE1OTYKL0ZpbHRlciAvRmxhdGVEZWNvZGUKL0xlbmd0aCA2MzMwPj4gc3RyZWFtCnictZoJfFNV1sDPe3lZXvak2ZrQJmloS5u2KW3T2lLIoxtLQKBlaZFKC0UWWSoFpmBnQEekVgQUx20chs9xdBRHQymlaBUGERVlBFEZcEMdcRsQFRGx9H3n3iSlfKTfz/mNc9/v/XOXc89799xzz71JCwwA6BEcwIQqX87YHx+6F4BRY23d1LLx1cu+aVmE5YUA0pOzF9U3sgb2DgD5OGyfMXvFMte4R0ayWP4LyjxwQ+PcRVvv2XYKgBcA2KK59U2NYAUeQNVCnjJ34cobDFrrfAB1M4CudV7DouYXxE9vBhiEzaqMeXPqG96KG56D7dgf8udhhe4p/kOA1AwsD563aFnzyJ3y5VieiM9rWLhkdv3I8RUHse96bO9YVN/cyB5nXwcY0oFl1+L6RXPsnrxZWH4L5ac3LmlaJk4AfHZ6NmlvXDqnUdH4NT4rHfWxPcByBmYTSEEhfUiaiz2Sw5+SrdDMPq4AViXjJFKOY9FWQOzWl8ZXuVwgwFBYLkvsrYGDChXztAuYP5I2rlZ6hDyN9mCAIQnUcEEhggIUYi/aR4lUUqpAhVSDGqkBjXgJtKBF6kCH1FMawIA0glHsgTiIQ5rAjDRTWsCCtIJV/AlsYEPGgx1pBwfSQTkIBokXIQESkImQiHSCC+midINb/BGSIAnpAQ9yMCQjkyEFmYK8AKmQihwCQ5BpkIZMBy/Si/wBMiADmQmZyCzIQvogG5kNQ8XzaCXCHMhB5kIuMg/ykH7IF7+HfMoCKEBeA9cgC6EQWQTDxHMwDIqRxTAcOZxyBIxABiAgfoczMBI5krIESpClUIosgzLxWyiHCmQFjEKOohwNo5FjYIz4DYyFscggjEOOg/HI8ZTXwrXiWZgAE5ATYRJyElQiK5FfQxVUISfDZOQUmIKcCtOQ06BaPAPVlDVQg5wO05HXwQzkDKgV/wW1lNfD9ciZMBNZB3XIepglfgWzKGfDbGQDNCDnwBzkDTBX/BLmwjzkPMr5MB+5ABYgb4QbxS9gISxCLqJcDIuRS2AJshEaxc/hJliKXErZBE3IZbAMuRyWi5/BCliB/BU0I5spV8JK5CpYJZ6Cm+FmZAv8Gvlryt/Ab5CrYbX4KayBNchb4FbkrfBb5G8pb4PbxH/CWliLvB1uR66DVmQr5R1wh/gJtEEb8k64E7ke7kLeBRuQG5Afw0bYiNwEm5B3w93Ie2AzcjPyI7gX7kX+Dn6HvA/uQ94PDyAfgAfFk/Ag5UPwe+TvKR+Gh5F/gC3ih7CF8o+wFbmV8n/gf5CPwJ/ED+BP8CjyUco/w2PIxygfh8fF9+Ev8ATyCconYRtyG+VT8JT4HvwVnkY+Dc8gn4EQMkS5HbaL70I7tCN3QAeyA3Yid0InshN5AnbBLmQX7EbuhmeRz8JzyOeQx6EbupHPw/PIF2APcg/sRe6Fv4n/gL9R7oN9yBdhP3I/vIR8CXkMDsAB5MvwMvIVeAX5KhxEHoTXxHfgNXgd+TrlITiE/Du8gXwDDotvw2HKI3AE+Sa8iTwKR5Fvwdsi3pTvwDHkMcp/wD+Qx+GEeBROwLvId+E95HuU78P7yA/gA/FN+BBOIk9SfgQfIz+m/AQ+EY/AP+FT5KdwCnkKPkN+Rvk5fC4ehi/gC+SX8BXyK8p/wb+Qp+G0+AacgTPIr+Es8ix8g/wGvkV+i/w7fAffIc/BOeT3cB55Hn5A/oA8BBfgAvJH+BF5EX5C/gQ94uvQA5eQl6AX2Uspgogk8V1C47wa99OJZM/DS4KfQzHSzcTVfAOuxOWi2K9mDq7Qm0RR/KT/deXuQpIsUWaSnpUe4Vq4Wsn7qBXEz8SPept7G3prJPdi/Ab0/CfRVw7gjEVTN3oBSSvQ2/bi3PZPt+CqeQxn+gTaJpoewNWwDb20f9pEax9FL38avfVZ9CjAdXs31v4Z/fxyWoJreiOur61wlEmI1L3ImpjwG3wBavYI08RswH0oA+PxDIw8v8FY0A6vMOOwbjjWTcTapRhz7sHa3eibV6fhGF1rMdItxjW0G/2cpHSsnYwRcgGtC6ebMFrdgev4cVwvSzC/Dt/3oRj6bmHdrBuj36fY8yDzO/YAjuhxWCsz4W4MuGs7ye5NbQsYTaC3AfchkMxiz7GPsHfDM+wCGCeYp0wuyM/xZWVmpCQ7TXFGg0Yt5dgMV0iSXO4p99TPa3OVz3O1ecrqyjIzgpXV5WUOt7smM8OF1WWuEFPnKg9VrJhnaysnAiGjN8Qml5N7QUi4sw4znjK3240tcZdbusS96/s1ueaHhPoQ3OnanrG3bX2XHmbVedUNnob6GdUhST0+azvgy8ybXE3eidx181whDntTOLAm8oqkbV4d0lOGvWLWYzVfWr3OvdcRMuJnecjgDY1CiVGr/umQtJXb5rtIsa1tnSu0dVJ1/1Y3YU1Nje0KM1R4Kura2io8roq2urb6LnHNLI9L72nbHgy2NZbXuUIwsTrEYP2zdzpCFetrQvq6eUwRDpmMo6KyOuBwG1CL203Ge2eXALOwEFozqTpcdsEsRzsIPm9NiK0jLXujLeYppGVNtKWve52H2rq0WuJgUXGwyhOcNL3aVd5WF3nhSM014dJ2Fkq2e5jWSdsFprVqevVuXJiu1snV7SzDltaV1BAzsqWTq/v3wpv0pR4owTMgi6uZwZhA4oTzZ1640zJ5/6VrbOQ6zhxnm9hLV16STm4mN1Nqk94vu0tulO+nkUrKbvStLSiaqSv+HhwKOrAnf1OWRj73vbjt8x7Vpc2qzQoiyeNow4klRTnIiA3kYNolw1M1uX2H3j9EMTTbbXAbkhEMSl1cI8Xgi5+AGYyzjAXXZrH0HTwZtwp+aYVMppZoJaMZhc7gNLBS1qljdDq1Vq1Ws1O0GrVaNkXrYgOSJZJGiUSi1uvZKZIu8aSg0ukwZ+F5Wj4nJKhUmEskvSQyjQap12hkSKJB4vNGUm3uaa+3MMdX68uthcClnECu7zS+r9uPb+vPyS/Izy/INbi54p4TTH7vwcCm5Cw/93sm+wHJqVazKX78yIv70G6Pix9xLdKzGL+6hA0qldRnV5l9aaoUX1pxscpvGpqU5xurKjeVJpX6pjI10hrVFN8C1Q2+BcXNqhW+Zf6bi+15RWVF7LCixDFOJtOQyWZmpo118kNZncapYTUaw1he6XEXUBMUcGQwBTIyjILELItbkpVYVMCpJXY6VDUd3taALuAMsOqHRuhP1epPeb0Ga6H+tM9Hhn0aAqdzfbUBYyH58F0qLKwdml3LWCxmk0wuk3mSUlL9uRZLLh28Py8lNSXF4/FjMZJPksk9/vz83ByLNdzHbLFw2uwRY0uDr61sOTteN+XUjYENGVmZuZmZa8ZOr3hgZ1aad9aIme/MVI46vWTRY6Wjxz7zq+wW9pD31rk3PBmoKB3mOXLN2PS0jAWTJs5PdFofW70qf5LdbiobccQzbEhGdut1LbttWkUurqye3rekdnEc+pmhk5nIEnf1GXJ9QKaMwSmT2i9+LE3sfasZ52S++JnkO+5X+B1opzBO55ngYb1MkjbdMthWxPi1RRa/bQwzQVmmnWAZaathpmjnM3O0q5gmbZxebwqoObfbHpDwOo9AHMwjENsCtT90iR908LyMZoQs4lNwl8cqI21WB68gs8MrSIlXExfkqUvyMtKF7xIvdJIe/Nok/fmwA572RnLFdF7ITaajNjk8FSkpfj0QW5s91PZmU2RmCnIl313/xMyVB0ePmchk/lC3e7xy6q5pW3fvfLRwhS9ttFlZkZkzavTo9zYzRuaa/NQjpaOPHT54PNFm9hlw5S4QT3F1XAt+r3TCK0JqCufVZHPDNMWJpVxQE0ycrploWaCpszZrViVqmWKnUzdouJlTdYmfC/HEwVQqeUDHq9VugQzOTc0T3yWeFzQ0ZwdXxFTnhDJqoY1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WlGrkcqSK1pVui9VctdlsPbbAwB17R/sXYDTEYiZajc5i1jFutys1fnR8vDVGOkIqDdMbwg0Gp8PNbfql76e+Kz9eY+SM6se+n60jR8ZaV1TevCo2ZqQh1rKi9ubV5Ju++r4NzGqmlbmPWdW35vqLMz7Zvu3MtKnTphUWXGzb8U7xtKJpaDbGgOtLhuR9PLWv97kkuVKpig1h8xgZrzVpiYSYeIbnVSHiYELUKpW0NMRMvGw928CyrEqjIaVsp3DGp6QDZA10gCw1iJEOko2mT7FStRqpUaulSNoCa7cNSMDZY7N5HPaA3RkAb6/D67TTObK4cKZdDnea253m1Fq4jOsfM+6+172b41Jc3KPMmG3s+fVh+pFTJ107irP/BI5gi+QyfhGc9c2YbqoyEQkr1RrYMG2sdrxknNoV4jV6oz0mvyRPnRNSaCyMzjdVsgH81pkln6mtHHlzVGBUpbEyeiFbK52rrQmrj24gTdo1kWtGrYmOw9Fc2E87TahHeWkKeA2fLLOPGsP7eCnvE/3Bp8LR8byyIJQQUwEjMxGZxaCiRjGoqFEMHDWIgZpmJH3AYKAtGQzmx2L4GFMMQUM+YtFcRUtQiLbp0XlEk/Q4MR8YOwbBBNA0bmoWdAvqE1bMOR1cmJ66B/21cFuuaxacmtXd9siGWe/OVUzuqf+K4WyJoxf4F52bw1pOVuwvP/jJmqa7fJnvWNNPHy59IHNic/6CV0rQjrsxGlajHSdAp69NqZTYI5Vh9gRlvD0hI0Pp0o+NSbUXKHP0WTFZ9plMuaRcWWpfqJxnX5jRrFxub3KtyohMTc9OJ+PT0b5MsjaZJCcnFJjkYwmvNqmJWq0tkCusljTRldI46hRpUmqFtOgUg4VNiU5P41RspOgyKtFNdnp5r8lLVNsnas4HNOdtNm24R9Njt1P70Gh22gNenYfe7L0eT4AGj8HQbwtrTPxol1MMlrRfg8jqwuxvAdVvPBpS9Jkwg4ELGTOxIMv/xorVl6fypecXeduSUpKdycktBRW5215MSbDVTKx8v5LadMmurLyCPbeNWU1O2O6cP+85b27WeOvJcQWJCUkLZ0xfEG0K37VmpXtGZKQ+e+JJ6/ibksasn7W6KyJE5sRVZyr66z7c2RX41XzGZ+HUenWsOlWdrW5QS1URdOQqdR7OpUo6Qq7OZyS401KnkZZKJOwIlpV5FYUKgmubiScjVBy61H5qM0z84Auh1TizQq6WFkoZXATP+ZTU8RgFrYL5a/up3TFx0eegdRmGl5qkXikrjaexLCXiQhVxw0IlTpdU7JbUPhi1YiKg8zjF+PUE7Bi9OBV2W0avQ+fxjB3DrNP0ct02JsBYtVaMZcapdVq0DLfvdHdvGjnZebpvTu8R5qm+APPUeTbv+jKys7eKruQvoQ+uRdskwsO+CQpZpMwmmyBzaScY/LJsbYWsJGGhbKVMZTRG5tNF1hfHxlkK4qTRhFeY0CaKkAKpwhxjLjQyxk7hW18KHYHRQEdgDKEDN4rrj1FvAbNRDqICHk/ik0xJRP6ord/LtB7qZOIAe+y/eZk90OuwUxf7n/0LfUprCbNoB92KWzslM+/Vu1Z+MS2k6NOFk9emJiW77KlbZ5c9NZ5t6Z1kq7Cs6JgyvYz5qO6vk3L9zthTqfk3OWzNhVMXmuNNESoi7Olr4riE1LQXBvaq3ZIeiIE02OobJ1Ub1J4451hnWn5c5tistEpmpnq6ebplruXWsSGRbEK+MTQ0vMDI8sSFG1dkkl1ntYBOjrvVxd+2LdE3QJxhoPbiqY1gh4f3mDzEbpHT7Y5Wlm8bh7tUjxiDGIXUPjjLdMfSedAqdlyqRMsANUs8caXq0tyx1AZhVmoWGDFokRG/u5vt7nvvo1v258wMlAbKGEPX+OkJilFLx38gQFjJU4sqt0wpK38jzZvSMKH0/qmETPKkLPJu2cV8+WXf2eysYkb38nHGcdvSNQr1ET6q74evnC6ra8LB+wIrk836mxINCabHDriSEvaib+Hpm9uKviWFQp9DzihILJPH+EkZWYFhxQBjJgSPP4QtkLBExstMslWEZYEQjqcHG86OjoAurvNQX+/Veuyil/es60YnZ6wM7lnc1t6b3ycnrgfZX7jvfwmRxOzBE8lK4TNuh+QHGInfWGmMrAviMWDVaNS4zoFE7GDCOpiIoZOznKaSbalhzpjU0anO7LBJMdmjc5zTw2aNrIiqMJXEVNrKkyrHljhL0qpkNSE1upqRVdaq0ctDlutWJd2jM0rJs/G77CTeoLBzrHGyhrjy0BHMEMqEhoJdoU6wgCHePBAEf+qfc7NFLfoFnXS12mGRPowTTzcgnPtz/ZGB0DrtS3vE84ou3BPAk6UvujxpQxJJSHKwLnuC3Y3fHDOttdZH4qWRZisbb9TSeiLK0U/ENUR0llhXqjvNFR/vSo0d2MVwFWbFra3fO8Ld7lDRZUaL/kKdZUffqXPf953dfFdzI6N/73NGcfvKex/seabl9idmFMVtzJwzxTRjub0hULHk4Kb79zCPvyzAtWOr/z5e6tu27M9n3n9m7rE0aUaQFC5a0zwvb0GCLj00s623cXb9OEN8zNg/L1wXfEg8kdLvLbNcLh/6tYbn00EBUCgUQ/XcjXoMr/9Vj4E3XC8bFAC1Wj1UL7lRHxISMlwvHxQAnueH6xWDAqDRaIbqpTfqtVrtcL1yUAB0Ot1Q/Ygb9aHoaMP0qkEB0Ov1w/XqQQEICwsbqpfdqDcYDMP1IYMCEB4ePlzPDwpARETEUL38Rn1UVNRQvYIapV8AjEbjUL2SGqVf0IHM5qF6FR10vwDgJ9hwfdigAMTFxQ3Vq2mn+wUgMTFxqJ6nne4XgJSUlKF6Le10vwA4HI6heh3tdL8AuN3uoXo9xAwKQHp6+lB9GO10vwBkZWUN1UfA4NHfBuD3+4fqo2DMoAAUFxcP1UeDa1AAZs+ePVRvoZ3qF4Da2tqh+ljwDQqI36syZV8Rmj3pulIYoXzgP/9TQscrG1b0/xfyDf1CxeAzwAb83qJ/E5oKL8EG3JFWis2Pgvno+YswOul3uB1m4jMK5rWBv8+NgAqa4uhiVAs7BtIMhEDbQJpgumUgzcI8iBxIczfUkWApDKSlYvlMmAvLoBEWQD3cgl9PLvoXPxgLzdi7BTAHdfWorcf2miB9oHYtVGPdaqxdhPn5cCssxtyyX/W/15oZd77hLSYMaeE/238Wn3Lg82PAjanhT5shC1PLoEFkNZb0vzcFNZOwxcViDxfQ/z2grnGgv43iO5YjayFFtIYowhT6f7bh0gUlePSObk9wuDXt5nZf+/T2hvaW9p3twfa328+0K7rbL7cTejpveDE8wm3KZviZppmksLSylNSXMI+X7CkhM4rDuaJiA1dcFMYV5Bdxuflp3OR8B5eHV77Lw2V4HdwE7wRuotfCZXmNXKa3iJuElw8vr8vBOZy1nNOVyrlSS7hUVzT3duqZ1Mup+FF6cd/+uDw3fnrv26+xuul5Xr1fzrv3R+Zxy/fdsw+7dXnfPrHGNZ+wTx7r3qfP4zasD+UaFjc0E37H548R358MI92+HYYot+/hcEw9FB7lvmdtqIm/m1/Lt/Gb+M2mu01tpk32tpa1Les3bdm8dvO6zet5351yjZtfZlpGfEvlKje/hDG/xphfZbzHLx0n5ld8rxCoYaBGU0N81TurCT+LSdZruSR9HGfTe7hEfSiXoA/jTPpozmLO4sz6DO7vkTlcZNRkLioyg4vU04OAhwvF7ur0kZwWrwY949NPynLzIYkmkDLqY36T6qjfpOj2m+R4SQ75Tdxhv4nt8pvIQb+J6fCb4IDfdOxooqn7SKLpsG/mIYvpYJfFdKDDYjp67G/qI90vqw8d/quq6+BLqo4DnSrNoZZDxNfV0kX4Dm9HYceaDo7vsGOyHpNHOt7qEDpkCjl+nqqJhCMsIQyQ6RKmkxGYoM4P/pLMYCiD9+LMvXKHzR+sLcpce999xuBD/qKyYIuxvFOGdcqCTJBpKw/K/MUDyf61sLGpsdH2OxJkc4LSnLrqoNSa3UgzITQTYs3GRJCnad6abWOC+py6oB5TwxppHBRb44Cy/0Ui4NbfeyftSxPSZvtvvq8ivwplbmRzdHJlYW0KZW5kb2JqCjEzIDAgb2JqCjw8L1R5cGUgL0ZvbnREZXNjcmlwdG9yCi9Gb250TmFtZSAvVmVyZGFuYQovRmxhZ3MgMTIKL0FzY2VudCAxMDA1LjM3MTA5Ci9EZXNjZW50IDIwOS45NjA5NAovU3RlbVYgMTAzLjUxNTYyNQovQ2FwSGVpZ2h0IDcyNy4wNTA3OAovSXRhbGljQW5nbGUgMAovRm9udEJCb3ggWy00OTQuNjI4OTEgLTMwMy4yMjI2NiAxNDQ2Ljc3NzM0IDEwMDAuNDg4MjhdCi9Gb250RmlsZTIgMTIgMCBSPj4KZW5kb2JqCjE0IDAgb2JqCjw8L1R5cGUgL0ZvbnQKL0ZvbnREZXNjcmlwdG9yIDEzIDAgUgovQmFzZUZvbnQgL1ZlcmRhbmEKL1N1YnR5cGUgL0NJREZvbnRUeXBlMgovQ0lEVG9HSURNYXAgL0lkZW50aXR5Ci9DSURTeXN0ZW1JbmZvIDw8L1JlZ2lzdHJ5IChBZG9iZSkKL09yZGVyaW5nIChJZGVudGl0eSkKL1N1cHBsZW1lbnQgMD4+Ci9XIFswIFsxMDAwXSAxNyBbMzYzLjc2OTUzXSAxOSAyNyA2MzUuNzQyMTldCi9EVyAwPj4KZW5kb2JqCjE1IDAgb2JqCjw8L0ZpbHRlciAvRmxhdGVEZWNvZGUKL0xlbmd0aCAyMzk+PiBzdHJlYW0KeJxdUMtuxCAMvPMVPm4PK0L2GkVqt62UQx9q2g8g4KRIDSCHHPL3NWyUSrUEaJgZM1heu8fOuwTynYLpMcHovCVcwkoGYcDJeaFqsM6kHZXdzDoKyeZ+WxLOnR+DaBoA+cHskmiD070NA94J+UYWyfkJTl/XnnG/xviDM/oElWhbsDhypxcdX/WMIIvt3FnmXdrO7PlTfG4RoS5Y3dKYYHGJ2iBpP6FoKq4WmmeuVqC3//jdNYzmW1NWK8Xqqqqfinq/P1RHU3UpMvVQjku1q298fiaP4/iDWYk4fplZyZ0TO4/HWGOI2ZXXLxrWfKoKZW5kc3RyZWFtCmVuZG9iago2IDAgb2JqCjw8L1R5cGUgL0ZvbnQKL1N1YnR5cGUgL1R5cGUwCi9CYXNlRm9udCAvVmVyZGFuYQovRW5jb2RpbmcgL0lkZW50aXR5LUgKL0Rlc2NlbmRhbnRGb250cyBbMTQgMCBSXQovVG9Vbmljb2RlIDE1IDAgUj4+CmVuZG9iagoxNiAwIG9iago8PC9MZW5ndGgxIDEzMzIwCi9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggNzg3MT4+IHN0cmVhbQp4nKWbCXxTRf7Af+9I8l7upEmaJm2TND1o0za90lIo5NEDaMPZUmyRQAtFDkEqIFuxa3EVOVRAcRXURXQ91jsUxKJ1ZcED3XUVWXXVVfHCa4uoiIg0+f9m0tamYD+7+5+Y75t5M+83b37zm9/8pkRgAECP4AGm1nkLar66428AjBrvNs2snNyw6tv2ZVheCiA7Nn9ZcyvHcNsBFJOwvn3+6lXOSfeOY7F8GNtsv6R14bJdtzxyHEBsAmBHLWxe2QrxIAKo7iK9LFx65SWB1tW3AKhRhiV1Ucuytvce3Y2yU7qxTfaiBc0t/4gbU4D1+DwUL8IbukfFDwFyvsBy6qJlq9qaNqjSAXLx/ZiWpcvnN99b/adz+OyjWL93WXNbK/sOi+/vbcWy87LmZQts7qJ5WN6K7We1Ll+5KjIV2gDy/k3qW1csaBVav5EA8lEeew5Y3sBsBRkIsjtkhfhEWvTK7YI29kEBWJWc52Q8z6KugINBaXKd0wkSOOExeXK4EV4RVMzjTmDuJnV8UHaE9AZE0wwwJIEazggREECIhFE/SqSSUgUqpBrUSA1oIr2gBS1SBzqkntIABqQRjJFzEAdxSBOYkWZKC1iQ8RAf+RmsYEUmgA1pAzvSTpkIiZGzkARJyGRIRjrAiXRSusAV+QlSIAXpBjcyFdKQaZCOTEeegQzIQI6AEchMyERmgQfpQf4I2ZCNzIEcZC7kIr2Qh8yD/MhpyKcsgAJkIRQii6AI6YPiyA9QTFkCJciRMBJZCqXIUTA6cgpGQxmyDMYgx1COhbFIP/gj3+MMjEOOoyyHcmQFVCAroTLyHVTBeOR4mICcQDkRJiKroTryLdRADTIAk5CTYDJyMuUUmBI5CVNhKnIaTEdOh1pkLfIbqIM65AyYgayHeuRMuAh5ETRETkADZSM0ImfBLOTFMBs5G4KRf0OQcg7MQc6FucgmaEI2w7zI1zCPcj7MR7ZAC3IBLEBeAgsjX8FCWIRcRLkYFiOXwBLkpXBp5EtYCsuQyygvg8uQy2E5shVaI1/A5bACuYJyJaxEroJVyCvgisjnsBpWI38Dbcg2yivhSuQaWBM5DlfBVch2+C3yt5RXw9XIDuiIfAZrYS3yGvgd8ndwLfJayuvgusinsA7WIa+H65HrYQNyA+VG2Bj5BDbBJuQNcAPyRrgJeRNsRm5GfgxbYAtyK2xF3gw3I2+BbchtyI/gVrgV+Xv4PfI2uA15O2xHbocdkWOwg/IOuBN5J+VdcBfyD7Az8iHspLwbdiF3Ud4D9yDvhT9GPoA/wn3I+yjvhweQD1A+CA9G3oc/wUPIhygfhkeQj1A+Co9G/gWPwePIx+EJ5BMQQoYod8PuyHvQCZ3IPbAXuReeRD4J+5D7kO/CU/AUsgv2I/fD08in4RnkM8h3oBu6kc/Cs8g/w3PI5+AA8gD8JfJP+AvlQTiIPATPI5+HF5AvIN+GF+FF5EvwEvIwHEa+DK8gX4G/Rt6Cv8LfkH+jfBVeRf4dXkO+Bq9H3oTXKY/AEeQb8AbyKBxF/gPejOCX8i14G/k25T/hn8h34N3IUXgX3kO+B/9C/ovyfXgf+QF8EHkDPoRjyGOUH8HHyI8pP4FPIkfgU/gM+RkcRx6Hz5GfU34BX0Rehy/hS+RX8DXya8p/w7+RPdATeQ1OwAnkN3ASeRK+RX4L3yG/Q/4dvofvkafgFPIHOI08DT8if0S+CmfgDPIn+Al5Fn5G/gznIn+Dc9CL7IUwMkwZgQiS+HeO+nk17qdkD7Kiz+bQzzvRGxaiJ5uJ63cZrsYr0NYei0TovpCNfnEk1izAdbscVyetiXxy3md+ZD6VfcEkT5abZCdlR/h2Psi9j71C5PPIR+G2cEu4kbsV/TvgyngYbelFnNH+1I1WQtJqtMYDOPeD0zW4qh5AS3gXddeftuNqeQSteHDaSu/eh6vgcbTmp9HiANf1zXj3fnh0ULvluOa34PrbBUeZpL57h1gTE32DL0HNHmFWMptxn8pGfz0bPdPV6Cs64TAzCe+NwXvT8O4K9Em34N39aLvnpzGoxSB6wstwje3HdUBSFt6dgR50Cb0XTZejN9uI6/xBXE/LMb8e3/eOC8i7hnWxLvSOn+GTrzC/Z1/EET0I6+Qm3K0Bd3UH2d2pbgG9DYRbcJ8Cbh57ir2XvRmeYJfAJMlcP6OkuMCbm5OdnuYwxRkNGrWMZ7OdIS6tyl3lbl60yVm1yLnJXdlUmZMdqG2oqrS7XI052U68XekMMU3OqtD41Yusm6pIg5DRE2LTqsh3SUi6oQkz7kqXy4U1cb/UdEUO3Dioyrk4JDWH4Abn7uwDm27s0sO8Jo+6xd3SPLshxDVjX7sBX2bRjAbyTuTbtMgZ4vFpCjve6XtFUreoCemuxKcueB9vixUN610H7CEjXqtCBk9oAraYsOZTO7epyrrYSYqbNq13hnZNbxhc6yJsbGy0xqhhvHt806ZN493O8ZuaNjV3RdbOczv17k27A4FNrVVNzhBMawgxeP/pG+yh8Tc2hvRNi5hROGQyjvG1DX67y4BSXC4y3hu6JJiHhdDa6Q3RshPm2TtB8noaQ2wTqTnQX2OuJzVr+2sGHm9yU11XNHB2FgUH6tyB6bManFWbmvpeuO/OyGhpNwvlu93Mhum7JWZD3ayG/bgwnRtmNHSyDFvRVN5I1MhWzGgY/BR+ybPUAonvYHE1M+grSMTpGPZTjXEB+XzJ1DAn0Ab7Plw7b/qfP63DfWRK2a2DPh8qePw8pnhMuET4THxP2aQyUo8lY7eslf3LOFdX9gPYBTqwh6+uzCTXg4ce+eKcqnebaptAWoo42mhiSVEBcqIDBZiekmPUTb7eV99/lSI/z2VwGdIQDLY6u1aGzhmvgBnih7eFN7N+9DQc+KR0G5PFeFgflLJVMJGth0a2BZf1C5yaZbmZGM3zrI1lWW+w0Av6UwXe/DwmKDLuONYfPn7L40xS7+XsFiJzB5vPiexxlOmUTEy5DidRJ8PQUIbhmwy7Zb2F3iB4gz0owOVzcWLvVraVzX8SazDG+YjfIvsGI3w3rJdSiplSVZF6tHG0tSi5iqlWVaoDxoC1MlltrhZZVzWn1HVFTu1Tq9l6nQu6Iif36nT43nhPsqtUmLOSKtiZpktzpLF2NSnZXXJsKMWRlnK9KCLVpK18e6r+tMfj6fEE+67g7/HjOwYZPetysga90eU0MsXFvqL0jPR0d4pcIZebTZZ4i6WwoJjf8nP4TPjUj2cZkVH/GP7JnZCQ6r5y7pyrUlMSLKmuK1vmtLNfhpeHNzLtzCbmJuaqcMe5J6e/d8f2Y1MmT5kytebE5rveqJtSOwX1x1hQ02Wyt/A0s0HyycbL5WpOy01kBJ3BYWBlrEPH6HRqLR2MVqNWy+u1TtbPLedaOY5T6/VsPdcVOSapyAA5CxkgRxSSRAbJJZOnOLlGg9RrNHIkkcB5PX0pWNjj8ZQWeIPewiD4ewv8hV7UgQvnyeDyFRSXFBeXFBpcfNm5d5ni8Cv+rWm5Pv5OJm87d3yD2ZQwedzZg2gB9+AIbpadxF37I2n6NEeTg5VxcoOFMxtSDaNlIzU+rT/Jn1zqCMgmaqq0U5OmJlc75nJBPANeLM40zE2YYw8mzk2am7yEa5EvMMwzL09uZVcZOmwdiR3JaTiaL/aSl2YxI/lJDnR6XY7gTczTSTq5TqL2IKlxdDqdqiaOZR01jOBgBZdFTZRiUROlWHiiEAtRTQJ5wGIhkiwW584UXYojhUVF7nDpT6MmCKhueoylVCU9hVgO5uchmCCqppioBc2C2IQbS4UFvNlEzIP85+JvPqdffPTiA5t3bLz4HwuUE3qWf8bwnqyMxYFLP53PuY7M2tv49Hsdq66Vyt9wj3r/2fpt5WPbqhe/MAP1+CCuhnbU4xjokjarVDKvTWX2ZqrSvZllZSqfKT+lyFujqjJVpFR4ZzKNskZVvXeJ6hLvkrI21WrvKt9VZbaiUZWj2NGjUL9MjiGHzcnJrHGI+axO49CwGo2hRlS6XSXUlEp4YhQlcqKFkuRci4vLTR5Vwqs5GzUZNTWTXX6d3+Fn1XeM1R8P6o97PIb4Un2P10v00wNEMUG/sZRcvL2lpUGyeCyWqC7cKekZvkK6WEoGFpHbh8VfFlRUeWRJkWfMFguvzRtbUxH465XtJyfr6o9f6t+cnZtTmJOztmbW+O1P5mZ65o2d+9ZcotNlD1RMrHniN3nt7Kue3y285GH/+IrR7iMja7Iys5dMn7Y42RH/QMea4uk2m6ly7BH36BHZeRsubt9v1QqF6KfWRD7g75J9Dwl4Vi9hhP14eD+1V4OmktbVl0ntz7j7MynEclaTXI6nyFyYUpRRVFhpHpdSmVFVOM18ccIs+yzHjJS5nsbsufkzCmeUNAnztPOM8xKa3E0Zq7WrjVdlX29MkrMPpT/gZdMtSi/PJU3Qs76JnNLmhDgmLg68Sk2mCyzpTrBQN/aHUl2po5R1ujSka7q+NZoCl/z2kfrTxCR7gvpPPYZSnBCEodB7eQ/1YMb40iDunVJyY/bGbDYzu4DzeTO9xRhVzXS3uHeky21ON5eeZCDtKBpx2qi9MyZwp6T6iopLfOnpvqLUPrvGeeGosUe9X3xxcRydwQzqD4kzvCt89NPvwh9tvbZtJWN680NGefWaG2/tuX/t1fdMr027oXz+JMf01d7W4KxlT2+55Qnm7r9E4Oyh9pdHy6XtK/507K37FxwqkZeF2KmXdrRdMnFxpnFUXPnm3pWzl4+0pKfk/2nJ+tBtuFNcHvmE7hQpUALXSaUCn8Bn8mVpZR5f7qS0SZ6K3AZ+bnzQWmtvZa5K0xmSCqpNmdUmeRKrVGpr5EqfQXS7QLTRzcJNtw19dLOIajnbZaObg40nd223jSSbQk/U5onJl1JX4CXW7kW/QCzdxCrk/C9mbiyJGj1RHVCrNir6LX1g38ClwG9pnHVx+MT+otmpyqQl497/2RS8r3n27wMNjUz2P5d2VdXPfkUa6V3q3/pgsZSztHzKrvEMx5UfCh9sXdGuUj+nszPilyPzUovGdF/7KZNcUVEX/vm+O7uLcjL2/nFuW47DnDXCnIm+xIYBxhyMxuVwo3TJBGYiy8p4mUJ+kfx6OYehOjAyBX8Rfz3P8SaO5QSmkgmwDexKpp2VY2RyBYedskIV1HAsy3A8pMIomIXHhVUo8DJBJzD4n4rzcD6unlvAXcXJuRYF+ogges8gmiPuJf6gsbSUxAzr9b3BAwTCASbIMC6mkGFkc3o/Dp/p/fgfzFHmqOzIWS9+P5Yl4zwviRznm/h2PCM64LCUkc57NHn8aE1ZcgUf0ASSZ2mmWZZomuLbNGuStUyZw6FLHGPmVWRrSCAuS6VS+HWiWu2SyGy66N6Q0BU5LWlozgZOOuvECirJfghbXDqXw+V3cQ6G+kVGScQwdqOV7BdGahRGgdQYqcc00nojSx42rnPS2AFTr8dTENSfInGEx4MBE900cDGWemlI4RowgEIzmokTDHq0EaO5zxHyTedeHltctGXmis/zlXNfXBb+KnyY8Zz6+IenmG233b5HzdoX7sjPy7s4+9URxUwOY2aMTHn4zPdZt97beR3OdSWGg0Z5MursJWmhTSLWbZPIywqmUtMVMgyReb8ZVNqxgkGmEUCURFbUiVoQVHRrVNGBq+SiKKd5JEOGp7LpDKCVNPoSrYXEGVonkaylz2iJTlU0JsklPWH5BPFRGJ0YiRws/yz1RStElnZjQr+qSCooKOiNZryoIi8xl0LcaXujUSa6Ind03ZhdZpfBbcB9A90SWVScUeloSb9yGVMX3tPd0fHiM/4FWbI5YtylN6bvPDeOe25n2ktvqgXUyTNo4r9BQ+fgt1IGyzBCh4yR3QL05YEOGATyokAHDLYOhmG6Ih/sJQNlBgIqhrbH8om9ZJTMwKgZnjyM5TP7aGYDPzC8IB3ZcTImEvG6DYXMb7q76ZojZ21FPFq3hzksBbhULjMuNS6z0lmZ/lSWYl8ak+ZIShTiy0ek8EkyRp8oSDmMIycvR8qZltOaI/v1l8/Bs60UT144h1o8Y6XDEIgJ4zt+ReNkhhi9gY4njzZK7BvSd3vJvDEkTPbQwVDjZpr1aapEHe1TR/vU0T51tE+dTU91QfrR036w/IZkIB3p00lrvZKIx7tnqHiaIc9j5mcaz2EmIrlIV3qHjXZjo93YaDc22o3Nltg/KZg5Hp2URNoYy6f3kvaJ/bOTOGCDiUoiAsvnaE8kI2lJT4nNDr2kX6vn9N7gqQFrpBNWoI8tk531lybRhe0J4qyWlfn9Zb0FBmM04sEJHghoMJAxDCpivtAcDXEozYr4bo05fub0qTuncnw0O/nOyd3dDU/MX3F3xoruS7ueYNsnXj/Ckz11TPyY5F4f216zboTHM2n0uT/zwfbq2qb6pvoPDwP1kx/xl6MlqSAezkq20doifZFptCWgrdRXmgIWQecXebOfU6qjemfr1SSSIfrCzHfRpam2J0h97vDcXnqAooZPtN13lOqKvEtnD4iOqcVFtU4zZ6Ux1IVuTdAlOBL8CcsTeCNP/SWdRyOdQaNdbqHnLSs9e1FPKqeeFM9lYSmBSCfnMiRP2pM65DrrL+6CaD4YW+w7q+F+oseYJepNYSBKITHJ5eEvvu4Jf8nE93zNWA8+fPuOhx7eftsjbG74m/DzTBljwM+Y8KHwN+8cPfrOG++8jRpdGm7hK1CjceBkFJJnNDfGlpc4yjmJC9jGJ9Y4W/WiUcYaeKuk5Rl1crlMNJhSqK9liWbJ6Nh+FbP9xs5Gz6uYIZHHaclNdUvXC+hpFBJd01lU23TFUMU2Ul3roocdquRb8JDiT+k/1NJTnN0umIgkQU5kCEZKWi9QBQtaIkUQSFtBIFKEda4YPQb1QxYBOmaiWrJxlfrJxuU2kKiGNRSR0IUYckkhZ0gfpOeK7osebXmpp66yvHP+rBsmqkPdU9rG//Hhjdtq7wu3sLZANW732q3vB6qnjcjIO/cc2+ZOfP/g80cn9HlDbgUfBCN0SybQ6DVODacWdbhdVSh1MlFAVRzvP+KflEZQ7YBJMrWaWLWCKk5Bh6ugW5eC2pvCJvZ7DHHAjYu0sdjvMUTiKAxEnJhK7E+k7kIkk0ZEYOanfURd4oa4QZtW1EsEDeQ0CNQFeA3RSNB93nLnViizphZfdG+gu7v1kcb87Gxuq1KcPObc53zw/lkBmYKM/rLIZ9zbfBsUMnXSRXJWtJvZBHu6mJVaIJallouTUufIgpY610zvjILlsqWWJmeLd0GBaY2sw7DKeeWIVZ5NzAbNOtv6Ebcyd9hVoLVm8snc2hQmRSI2kZKSPjaZV5B9gf65Q6FQjeVEl5YYl4coI5NqLpPqLNPuo37ASqMdq5LmqRe2osqeJE2s2n7b1tLTCN3Z7eCyKoDsL33O4yuqdxpdqahdm/q8yIDzONPvPM5IGdSuN/t0PofP75vr6/DJFNRVKCx0Om10Oq8vIjG4h0binn6/jKbrHfAFA8EWgp5oyJRgeD74COoryqBHFhKc91uyuS/GMMXTYw1+uLd732t/bbyy8d2W9hvT05eOuMa37arSUSMfu7Tl1UrlxL/PX7jZkzWn6BrPtRMmMOU7nh/tPloxddrM8pQUq2jVZtx+WdWaPG9JvvtlX/XUKVVut0VtVSZX1+Bcj418xfbKdoIdOqVytcwm88g4lV4xVqNSyuz2eD8nTk3qSGK1cGOSoNFTa9XTCdLTOENPp0lvUwoKEo7htH4gGYiqFTQk61sL/eatGDBvRSIxbwWVgXe/jbp9RTzRvGJDYmxEFrVvr/50QTB61ikspPFYMI0ebHwkCjMUGkhE9ks0y/b6fpv/SGdHRzdzXbhdsFomT81tseCZy9j1V7Z2JzMu/NzOMNcw3zMizS4Sq9+N+9ZFuOYtjF0yqeQJijUKjpWZRZmhXKZkBNMFnenpCzjTE1JS1JlSByFQc0uh5sb2udGv+reu01IhNT86etBG/anVYW2ysjERsDAoArYJXZGPqTkLA4GHQBsL/XoWSOhEHS1RLQ08BCqClKmdY+YH6kmE9fGDlB0NJc5zLehUevxl1KW43L4+pRf+omxDIX9R99zHF4ee79bb7DNrqx8LdLcHpr39Ovtm73X1V3qyR0wazZXTv4cDzBZFMfb3GJwMg09MJB/lryUhtiiPSuFEPPvJefyAUqWkv40ZSPx/LHtIpSIqhVNhhQJlK0ClUv2vsoe8d4xsGZGNU3u+bAETfXrI48PKFgZkCyDIFDIBNBoNHrkHNSFe/j+TLQ6RLYuRLRdAq9WeL1ukM0yuw8lWXli2BjsV5Rg5gE6nO1+2EhN9esjjw8oW+2TrsCIqW6/XA/nHioEk/49lq4Z0FZUiI7KVclGhBIPBMEQ26lhFrYdch5OtvrBsA8pWKUSFCoxGY6xsxf8qW9Un20h+xCQQ2XFxcbGrQIHzp6aWSa7DydYMkR2VIjeSn0YJSoUaTCbT+bI11DLJdTjZ2iHD6JMdR2SLSkEDZrM5Vrag/B9la/pkm8iPuUQVyrZYLLErjMjWUqsn1+Fk64bIjkqRm1G2VlSJWoiPjz9fto5aPbkOJ1s/ZBh9si3k52dKEqhardZY2aLq/yk7nvyoTalB2Xa7PXaFKdE2DNTqyXU42cYhXUWlKGzYqUGtVRkgKSkpVrYK589IrZ5ch5Ntii0aolLERPLTO7VOZQSn0xm7etWoBxO1THIdTrYlthgXlSI68Ehm0ho0JnC5XLErjMg2U8sk1+Fkxw8ZRlSK6CQ/E0TZZkhLS4tdYRrUsZXOMLkOJzthyDCiUpSpOKB4fZwuHrKysmItVYc+wE5nmFyHk50UW0yISlFnkh8wGi0GO+Tm5sZakwH1kERnmFyHk+2ILdqjUtQ5kAhJJqsxCQrwOBhjTUZUo5POMLkOJzsltpgclaLLh2RwmG0mJxQXF+MUD2piQjWmYKJPD3k8NqXFFp1RKTofuCAlPtGcAqNGjYq1VLMNyATTB9OGPB6bRsQW3VEpupHghtSE5Pg0qKioIL9g+iVZkwFI/EbyUf5ayh3SVVSKcRxkQlaS25YFgUAAyF/uB5Id9ZCHieSj/LVUGFvMiUoxV2OnXmdGshfq6upirSk5HcCHieSj/LVUGlvMj0qxTocCKHJ7XD6YPXs2+c3WL8mF9j6KzgK5DifbH1ssiUqxNsJIKM3ISx0FLS0tOA2DmqTmAEiYSD7KX0uVscWyqBR7M4yBsZ6iDD85j4CgCtei0WefU0UUqm3n/ZasURh0i319uO7OT+yXsI27F3b0l2UW2CizMBa83oPfB4e2x3tr8Hv5f9fL/z/J2mKs7r9K/POwBPVSeaE6tgCeURyO/sKMfw+W0Os5WMotgf28By7jMmCsTA+7qYobYSHGF5diLEp+2+OFmfi8kjnc99tBBcwiOZ4Euy1wV1+ewa14c1+exfzavjwHl+CIonl+UBsZHWc0L6f3yS8MV8BKWAzL4TK0YR8umDzIhzaYjPfmY91yrF2O8lbBqL7WLdCMbZuxdS2WF8IVsBRLKwbqLyTNiZ7lfImZQyTEyn8InyrA5/OgGHPnP+2ECsytgFbKZrwT7TcXa8ahxKX0DReT30Vj3cq+911J+1iNbKEeqe+MGJlE/h+A89N+mBE5ICV3ZhYU6zudnVLntM7WzrWduzpDna93HutUHug82cmSvzO1PhlvLXZUMrqZjpns1Pq59ezyGczdM56YwU6vi+dr6yx8Xa2Zr6mu5cdXl/ATqgv4ifit9pXyZf4Cfox/DD/W7+Ir/El8ub+WH4dfCb9+XwFfUNjCF/qKeF/RDL7Il8y/XnSs6GQR1xU5sWdv2sTirsixPXv17mLyNwHNXlFXvNc2kV+95/o9+Fon9+yhLc5KkT1iavEe00R+44Y4vnVpaxuru+vDnaz0B0tCsXSXxV4s3R6Pudvi7cXXr4tz6K7TrdNt1m3RbXVc59js2OLdvHbd2g1bbt66buv6rRt00u9EfbFuhWMFK10uqot1yxjnYcb5EuN/8ZsXWecL0gsszGNgnn4eKzXvamZ1FzM5JgOfbUrjPaZSPssUx2eazLzDlMy7nBW801TGv2yr4m32CbzdVsbbTOSf3kv5OHxdo8nGG/DbamIk07iKYp02ywFyRnMo4FAfDDiUBwIOEb+y7oCDfzbg4PYHHOzTAQezL+CApwKOQwezHAeey3I8K83sdjme3u9yPLXP5Th46HnNcwf+oul+9s/q/U8/o973VJda3722m5X2r93P6vb5903d17GP1+3zYnY5Zp/b99q+yD5BKZbwag0r41ny78LATpMxXUyECRkDEJhRHopj8FpXvlss8ARCLbXl6266KSl0W6C2IbQ2qbFLwDYNISbEbG4MCYG6vizdOz0rV61c6blACnFVIXnVouaQ3F25khS0pKB1V2ImpCN5nbvSw4RMVYtCJsydJ2Rlf/Ks7KuMdkQBV1yoT/Iuq5Aez/8BByI4jQplbmRzdHJlYW0KZW5kb2JqCjE3IDAgb2JqCjw8L1R5cGUgL0ZvbnREZXNjcmlwdG9yCi9Gb250TmFtZSAvVmVyZGFuYQovRmxhZ3MgMTIKL0FzY2VudCAxMDA1LjM3MTA5Ci9EZXNjZW50IDIwOS45NjA5NAovU3RlbVYgMTAzLjUxNTYyNQovQ2FwSGVpZ2h0IDcyNy4wNTA3OAovSXRhbGljQW5nbGUgMAovRm9udEJCb3ggWy00OTQuNjI4OTEgLTMwMy4yMjI2NiAxNDQ2Ljc3NzM0IDEwMDAuNDg4MjhdCi9Gb250RmlsZTIgMTYgMCBSPj4KZW5kb2JqCjE4IDAgb2JqCjw8L1R5cGUgL0ZvbnQKL0ZvbnREZXNjcmlwdG9yIDE3IDAgUgovQmFzZUZvbnQgL1ZlcmRhbmEKL1N1YnR5cGUgL0NJREZvbnRUeXBlMgovQ0lEVG9HSURNYXAgL0lkZW50aXR5Ci9DSURTeXN0ZW1JbmZvIDw8L1JlZ2lzdHJ5IChBZG9iZSkKL09yZGVyaW5nIChJZGVudGl0eSkKL1N1cHBsZW1lbnQgMD4+Ci9XIFswIFsxMDAwIDAgMCAzNTEuNTYyNV0gMTUgWzM2My43Njk1MyA0NTQuMTAxNTZdIDE5IDI4IDYzNS43NDIxOSA1NyBbNjgzLjU5Mzc1XSA3MiBbNTk1LjcwMzEzIDM1MS41NjI1XSA3OSBbMjc0LjQxNDA2IDk3Mi42NTYyNSAwIDYwNi45MzM1OSAwIDYyMy4wNDY4OCA0MjYuNzU3ODEgNTIwLjk5NjA5IDM5NC4wNDI5NyA2MzIuODEyNV1dCi9EVyAwPj4KZW5kb2JqCjE5IDAgb2JqCjw8L0ZpbHRlciAvRmxhdGVEZWNvZGUKL0xlbmd0aCAyOTY+PiBzdHJlYW0KeJxdUU1vgzAMvedX+NgdKggU1kkIaWOqxGEfGtsPoInpIo0QhfTAv1+wu1ZapCR6z34vjp007XNrTYDk3U+qwwCDsdrjPJ29QjjiyVghM9BGhQuiU429E0kUd8sccGztMImqAkg+YnQOfoHNo56OeCeSN6/RG3uCzVfTRdydnfvBEW2AVNQ1aByi00vvXvsRISHZttUxbsKyjZpbxufiEDLCkqtRk8bZ9Qp9b08oqjSuGqpDXLVAq//Fc1YdB/Xde8rOY3aaZmm9ovyBUFESKjJCJTtdNOWfw+3BA6XJlJ0a0kr2lSVdOdvLJyYbJvdE7vaEdvx0WTDJngV7luxZ7Jhkwb28lMWFrH9dZ3JtpDp7H3tIg6PmrW0zFq+zdZNbVev+BfzIlrcKZW5kc3RyZWFtCmVuZG9iago3IDAgb2JqCjw8L1R5cGUgL0ZvbnQKL1N1YnR5cGUgL1R5cGUwCi9CYXNlRm9udCAvVmVyZGFuYQovRW5jb2RpbmcgL0lkZW50aXR5LUgKL0Rlc2NlbmRhbnRGb250cyBbMTggMCBSXQovVG9Vbmljb2RlIDE5IDAgUj4+CmVuZG9iagoyMCAwIG9iago8PC9MZW5ndGgxIDE0NjkyCi9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggODIzMj4+IHN0cmVhbQp4nK17CWBTVdb/eUuS97InzdakbZKGrmmb0jYthdI8ukEJWKAUWsZKC0UWWSqbiIyggiAioDjuwzCOo6POaCiIrdaBQUeRkRHUGcd1cMMVRUVGkTbfufclZWmYv37f/z7yy3333nfuvWe757wGYADAiMADNDQGisZ+ds9eAEaLrW1TasY3L/161QK8nw+gODpzQXsnW8hJAKpx2D9/5vKlnnH3j2LxvhvH3HV55+wFO2579BiAOAGAHT67fUkn2EEE0Gwis8yef/Xl9Y/dvApAuxXAeWZOx4IVxrfHTgbIwn7NH+bMau94LWlkEfY34/jSOdhg+KP4AUBxCd4PmbNg6YrZ72vz8B77maXzF81sv6n01vX47H3Y37ugfUUn+w77EkAJfsCzsH3BLKevZAbef4Hjp3UuWrI02gArkPQY0t+5eFan0PmVRKbC9Z4BljcxW0EBguIeRTE+kSF/cztgBfuQAKxGyXMKnmeRV8DBOWV8o8cDEnhghzKtvwUOChrmMQ8wvyF9fKviCJkNCKcZYEgBLXwvREEAIdqP/FEjqilqQIOoBS2iDnTRPtCDHtEABkQjRROYEM1gjp6BJEhCtIAV0UrRBjZEO9ijP4IDHIjJ4ER0ggvRRTEFUqKnIRVSEdMgDdENHkQPRS94oz9AOqQj+sCHOAQyEDMgEzET8XvIgizEbMhGzIEcxFzwI/oR/wN5kIeYD/mIBVCAGIBCxEIYGj0FQykWQRFiMRQjlkAJYhBKo99BKcUyKEMcBsMQy6EccTiMiJ6EEVCBWAEjEUdSrIRKxBCEot+iBEYhjqJYBVWI1VCNWAM10W+gFuoQ62A04miKY2AMYj3UR7+GsTAWMQzjEMfBeMTxFC+BS6InoAEaECfARMSJMAlxEuJX0AiNiJNhMmITNCFOgamIU6E5+iU0U2yBFsRpMA3xF3Ap4qXQGv0CWileBpchTofpiG3QhtgOM6KfwwyKM2EmYgd0IM6CWYiXw+zoZzAb5iDOoTgX5iLOg3mIV8AV0U9hPixAXEBxISxEXASLEDuhM/oJXAmLERdTXAJLEJfCUsRlsCz6MSyH5YhXwQrEFRSvhqsRV8LK6DG4Bq5BXAW/RPwlxWvhWsTVsDr6EayBNYjXwfWI18MNiDdQXAtrox/COliHeCPciLgeNiBuoHgT3BT9ADbCRsSb4WbETXAL4i2wGXEz4vuwBbYgboWtiLfCrYi3wTbEbYjvwe1wO+Kv4FeId8AdiHfCXYh3wd3Ro3A3xXvgXsR7Kd4H9yH+GrZH/w3bKf4GdiDuoPhb+C3i/fC76LvwO3gA8QGKv4cHER+k+BA8FH0H/gAPIz5M8RF4FPFRin+EP0bfhj/BY4iPweOIj0MEMUJxJ+yMvgVd0IW4C3Yj7oYnEJ+APYh7EN+EJ+FJxG7oQeyBpxCfgqcRn0Z8A3qhF/EZeAbxz7AXcS/sQ9wHf4n+C/5CcT/sR3wWnkN8Dv6K+FfE1+F5eB7xBXgB8QAcQHwRDiIehL9F/wl/g5cQX6J4CA4h/h1eRnwZDkf/AYcpHoEjiK/AK4ivwquIr8E/ovih+E94HfF1iv+CfyG+AW9GX4U34S3Et+BtxLcpvgPvIL4L70ZfgX/DUcSjFN+D9xHfp/gBfBA9Ah/CR4gfwTHEY/Ax4scUP4FPoofhU/gU8TP4HPFzil/AF4jH4Xj0ZfgSvkT8Ck4gnoCvEb+GbxC/Qfw7fAvfIp6Ek4jfwSnEU/AfxP8gHoLv4XvEH+AHxNPwI+KPcCb6EpyBPsQ+6EfspxiFaPQl6t856ue1eJ624bcFfTaHdQ96vWL0JZejtS5Di9oRjdIzQW5tx9YFcmv0gwuumZTeoKJMU1oUJxRH+FV8K/cOzgLRj6Pv9a/o7+hv4W5Hfw5oCY+g7jyPEoyXXtQKUpaj9u1DWZ9brkMrehAl/ybyKl7uQut4FLX23LKVtj6AWv8Yau9TqGGAdnwrtv4e9f5sWYQ2vgXtbQe8yqTG2p5lLYy8gk9Byx5hljCb8VzKQ/98KXqia9E3dMEBZhy2jcS2Cdi6GH3Qbdjag7o6uIxEb9uKnm8h2lQP6j0pudg6GT3mPNomlyvRe92Edv0Q2s8irK/H9d6TgN51rJf1ojf8CJ88yPyKfR539BCsU1rwdAY8xd3kNKe8BfQu0N+B5xJwM9iT7P3srfA4Ow/GSdamyWWlRYGC/LzMDLclyWzSaRU8m+eJcBm1vlpf+5yNnto5no2+mraa/LzwpObaGpfX25Kf58HmGk+EafPURuqWz3FsrCUDImZ/hM2oJZ95EenmNqz4arxeL/Ykne3pju7bdE6XZ25Eao/AzZ6defs2buo2wow2v7bD19F+aXOEa8e5dgIuZs7kZrIm8mmb44nw+DQFF7bElkj65rQh+mrwqYTt2CxWN6/37nNFzPhdGzH5I6NxxOiVH7q4jbWOuR5yu3Hjek9kx8Tmc3u9BFtaWhznsaHOV9e2cWOdz1O3sW1je3d0zQyfx+jbuDMc3thZ2+aJwITmCIPtT93sitRtaokY2+Yww3HLZB91k5pDLq8JqXi9ZL83d0swA28iayY2y/cemOHqAingb4mwbaRnX7zH2kR61sR7Bh5v81FeVzdzLhYJhxt94YnTmj21G9tiC461DJPvdrJQtdPHbJi4U2I2NE5r7kHD9GyY3NzFMmx1W1ULYSNbPbn53KfwQ56lGshhTMiiNTPoH0iE6f6JF568TMn/6jr6Uy72fe63fCH/kWK1UqTXQvlSbRPGCd+JT6uXqr/VfKpdqPPErmup11KwWypL1+ZON1R8By6BbvCRa2tyyPf+Zx/95Iymb5tmm0BGirhrubDkVgVKwgsVWJ5UYrRNPoFD7xyiMLTQa/KaMhAYHHV6jQKdMn4DVtD/Mja00QrFPzFi3iAFFXVKpZbTc2MYwWBym1gF6zYwBoNWr9Vq2Sa9TqtVNuk9bIhbxHVyHKc1Gtkmrjt6VNIYDFiziSK9PymlajRYSyNPcUqdDtGo0ykRCQUu4I+V1uLjfn95UaA1UNwKob6iUHHgOK7XG8TVBotKy0pLy4pNXr7izJtMaf/B0NaMgiB/L1N4F3dsg9WSPH7U6f3It4ei7/GrFCfQj3VLmzUaRcCpsQZyNJmBnIoKTdAyNL0kMFZTa6lOrw5MYVoULZqmwDzN5YF5FSs0ywNLg9dUOEuG1wxnRwxPq3cz+aZ8Nj8/Z6xbHMoadG4dq9OZxopqn7eMsqCMJ5spU5JtlKUV2LxcQdrwMl7LOelWtXR7O0KGkDvEau+pNB5rNR7z+032cuPxQIBs+ziEjhcHWkPmcvIV6Csvbx1a2MrYbFaLUqVU+tIzs4LFNlsx3XywJDMrM9PnC+JtrJ6uVPmCpaXFRTa7/IzVZuP1hZVjq8N/u3rVifGGpmNXhDbnFeQX5+evGTut7q4nCnL8Myqn/3O6evTxRQserB4z9vGrClexh/zXz778kVBd9QjfkWFjc3Py5k2cMDfNbX9w9crSiU6npabyiG9Edl7hhl+s6nHohWLkM54oimHo1UXGL0lalVtVoqpVTVS1q65UqZYrGQPDKt2MVVmirFE2Kq9g2pSrmU6lRsvwSnYa06RkWRUjKDmGF5QMq+qOfr+baAtWTu4mvMPK6T2EfaokIG1EtWiFaBJW3pdqiY6BQJ4CM3kEMokwQEs0C9TkWVihMWgkDcvSUSwVGUuFxSbxRkKS746eoSSx8qastjwdjPdf0oVg5bPdhDBWvtlNaJMuujR+vtp4Kq67x4n+nr3tw4+pvBxCFaEKc3n50EJm8ZWtmLJ4fYzJh7ZnKlYM+66vsocpZtf2KEpOv6Q48qPE70M7noP6m8qvwEyxmJkrtWjVvC9ZbfXxfjOZM49iPsUW/cS0S/Pm6ttSF+Vfo15p6Uy9Jk/NCtkjC02SiTWZPEJDCpOS4gh5+KGjBDUacSqTasoKSpQbhJkDFcoZYqk2yh0npGpASXlujjH8mGSiDHdQhjspqwnzKOdjNq+kklBSQUlWUcSagUrj1qAh6A6GglwBETR5toAM0ZFHCgTySIFLgxKXysicGi2ZUyOQcZoUMp9GS+tKMpnGRghrqBg1akJes67kLONjgjg2cI9iMBJp+IvQsUAodJxanMlcHmg9bkbBtGIXg3IJKmMWFyxBYxtSltDCOBMdZbUQk+RTn05uyg6snHTnKwtmXc6kPZCfm905cuyednXZ4VnLH5dCVU9P+bRmYsfSq2Y+cJVppNnuPnDv6l/n53uEVGmyw27MythrGJIVKLhtfn8qU6awJNnbm9rax6MO9KAObMW4KQk8jFnKKWGDhhHWQk8NW2sIWyXPVPNs82rhmhStXlTaq0y8lkmTlGqNYJFFqWwilT2EWRYXyuLEbio5UokJ86SkoQLUx6T3xW4qrPjjWPlWyqGS25ruTg+ls3qXqCWCEKkNiQIZLlL3Jjq13dF3qX1qiVlSG9LSwVpiQ2QerJySNORJrZI8qSVLIQ9j5as9ZB7tBu/5toPSajWePCtSKrjQcWpKrcyAc1T5TMUmIh0zV0JlZaLOkt/aUD36kcunb67VRnobuhY9/9H+tdsm/WHMhCX19+1kyzYdHdfQkJ9ZorT0vTaqsf9w/7EDL48e1rdmSMohkoPMjX7MfctfBV54Qhpn8DX4WD+Trs+1DXEMZ4L64bago55pUNfoG2yjHC1Mk34uM0u/klmiTzIaLSEt7/U6Q5xo8EmEJz6JslgbY/S7cUa/KxVQ/t7is1OttrtEqu+iQBlMLUCkB6hIWSai4VBOievS45w67o/VKugpQj6EOa0ZMm8yM4NGIHpr9VE9lpWWHqLct5c9PP3qg2PqJzD5/2nrGa+e8uTUHT1PPFC+PJAzxqquyy8aPWbM29sYMzOsNOtI9ZjXDx98I81hDZhQN+ejblbHdJOVMiqchSnDPA3OqpQxnmblHGWnUTQzrEnhGKXnGSGtSqE2WS7ia3Syr0mXYup5SvJRlyNQLTXSVqpIkEvZp445nS+lfOprDFRXZQ9zm6ynLspoF40rXC7BQSgJ3dF+yU+oCZSaYKRIRwr0ABeoJgsCoSSs857n1M/x6bJmFhVBXBVDyG7qOHzprIl4DeomTMWc6RyG89W9EyOzD3w+sbbmifbmDeHe3nErRm+PbLhjwgPL6i7BENK0+d1Lxk3IyGI+PB1lr0t3vn3whZdHYyQH86LH+DZ+FTgwQj0gZWXyfl0hP0JXkVbNh3XhtGm6CbZ5ujb7Ct3KND1T4XYbUkZaeXSjn0jJ1DlqVCEDGqmX+nsvVcRkwmUdrTnBE1PKk1IN5eEWr8Hr9oa8nJuhzGHoIcq4zJSNZso2M9VPM2WbmfabWfKweZ0nzihkkmy7xBMXB6hu+gm/SDDXyngtxJMSTSy2Iuc8YCJaarbGnC3fdubFytKSLVMWfzxUPf35Bf2f9R9g/Cff/+5JZtsdd+7Ssq7Zdw8tLPxF3qHsUiafsaKOVvV//23u7fd3rUXbrcHA16xMQ569IM12Us1ySlTGlnLLMgUmBXzIChp9pWBS6AQQJZEVDaIedU4rHzT0iKEmp6FaoWHoEeM0mEAv6YxlehvRUb2HUNbTZ/QD3k1fQGbSEw2lp6HeTOjg/Y9SLFYmtPQ3JZ+rU0VFRX1yJYAsokdUMYa+fUVozAweTkzMeq1eqxdDB4z+8IAiesaZ1e6OzKsXMI39u3pXr37+6dCsXMVlYtIVmzK3nxnF7d2e8cI/tCQfehyd2g2Kt2hG8Dspialh0f2XsZxSoRBWi4x4GznIpTyqDW083RNP+cBTPvCUD7yTYcmembbVCkYRd/mKgWhfQZ9TxF0+Vk5RS1eQIIGQwUqUhk2KDcLA/ls/lL39h/5jZOMhP6oIw+AeOXTszA2vvabt7VU4nj2dwbcSz9yDuY0dLcLPHJDC3BAuJ2lIUk6NpybzyVzVngwmw52aItirstP5VAVjTBGkfMadX5gv5U/I78xXxHyJ7IrpCQZ0Z+DM747uk+xkF/nUShgH2RtD/RBD4j+6cWIoJkKCKaSDUsg+GRIVEllj5YTkJ1QZahBMuzFDk2KgcxronAY6p4HOaXAaqdaQeYx0Hrx/RQ6xjJlktJF6OyOJlwh5oxwh08qP9OzESlTykqmMbiedxkmncdJpnHQapzMlLqkUEsJRSaXQwSlxAaXERZYyoLcpakIiRQ7v5IqkJzOltLuNknGNkTMGWk+e5xX9Rcbz7zH4NZ4dIjsDP0bAoYqKUKiirwgDMJrreH2mgUALAyzTObdYL7bKPpWiVWXv1VntUyY2bG/geLk6/t7xvb3Nj89c/Jusxb1XdD/OrhpzY7Y/r2GkfWRaX5BdNXZdtt8/bsSZP/Otq+ontTW1Nf37QEyT+OmoSTYmR0rirDbrMivmpEJVEq9XMDoh4YklC4CVYysaJRPdiGUmZyQ7Pbb4c9KS9JiD7d8dO7mOEgmjxlFvADR4xdbvpWyqjbc63I42B2uMOSHZIQnnuCKnLi5NrBylWqmLS0834IV09EG8/0yWpo6SwPuvqTRJhUYSug32c/yQLMTzTjsqMpLBhORA2ZtQNlZ+eq/ZkXxZePwfiCh6Zz7xZ3bV+PWZuTkDbH/zED3N3uOvRI5rwA6nJecIfYmxxDLCFtbXGGssYZtgCIm8NcSptfFcUBtnPVa+kR2o1pUsxXh6Jh7LHpWtCByxjjepvZAwIR5rnYoHtaelkXJQm2xIdieHkhcl82aenmqU42bKZbNLaSOklTTTUdLzTknPOyUJJJIJdaWRkFbyZDzpQ1znuGgueJyyEfMO4tAZI/jS5TMP5Jg1FiZc2f/J58f7P2Xsxz9nHPsfufPuhx+5645H2YL+r/qfYyoYE14j+5/t/+qNV19945U3XidZQn8HvxU5SiKxdCmjiC23Fnmq2XprlWcKZgjXCqtS1PEMQYEZgqjRWuI8xcopqsWxDCHGzMNxdT4h+4pYZi2nvmxirp76r6mC9qemCqfish7IGWLe6CflDIOThv+SNQwo74VZwyWjq3Z1TL2lvrc3/PS8g+/t37hl4gNhTBp+HWErNrx3ydiJmdn9eYofloWa+l/u/+LggbryvvVDnK+RqBhlUR2ThUryj+BGYlw83DOOCzvrUsZ6SFSsYE28Q8KoWItRsWiyyHHvT/Y0PzU6Pi21yJn3/zM6ttDoWEmjYfOgmFhPqAjCf4uMLzgCLgyNGZ/pgtC4bFBoPPWPHS8cb6yp6po57eYxmKxdsqLud4/ctG3SA/0drDNczxQz+q3vhOsnZGcVntnLrvClvLP/uVdHxzw4txjDAjP0ShbQGXUeHacVDejXq9UGhSiQdxYDia+UTbkDFsnSaWG1Kso4Fd2uiqqXimqoyinGNVQciGxi6hzXUJEoponmakOIeorqeH5G1RMrP8iJ2oakwe7VhKEw0Uo8AAMm6lRj4d25hx23WJ3bUDr1fkwVOh9tGZqXx21Vi+NHnvmYb/39tLBCRXa/MPoR9zq/AoqZRmmqkhVdVjbZlSnmDikSK4ZUieOGXKZotTV6pwQmFy1SzLe1eToCs4osKxWrTUs9V2cv9W9kNujWOddn387c49KA3pHDp3Fr0tGNEJ1IT8+sTONVJCqiiahKpankRK+eKJefMCOHci6H8izHFaQ+2UHzA4ea1umR40CWPUGGOPRx3dbTdw80FnaB16GiJ2jM9wwcpTiC6rUl5nsGXM73cZfzvZRF9Xpz7L3S9ODqoEJF3baKvh5SOak4byyhL4LOvg4iUQmqbmDALw+kJwitJrOdioS4inNevQZLssixRxLqAU0eyKntJJshwL3e99aql+vULW92rNqUmTk/+7rgtmvKhw/70xUdh2rUY/4+c/Zmf+5lJdf5bxg9mqm6+7kRvlerGyZMqUpPd4gOfdadC2tXFgbKhvpeDNY3XFLr89m0DnVa/ViUdWX0M7ZPsR1c0CVVaRVOhV/BaYyqSp1GrXC57CFObEhdncrqYVOqoDNSbTVSARl5GjFSMRmdakFFEhgVeflgIqxW0SQmZgtx9VYNqLcqhai3itLA1q/lI1hlJ5xXbUg5P4eR9TtgPFVE39wHQsXFNIOJvYwIkrzFVGwiOczZ/I/tC/5y6KNdq1f3Mmv7VwkO2/iGgg6bWq03d/+NnbSdGdW/d3s/1zzTn53hEonW78QYYiravI1xSRaNMlm1UsWxCquoMFUp1IyQ+EXDqQTO9EspVXamg6I1NuZGP4uHEaekYqp+csyml/2pHKmdlzOeF6gJeL5RdRYGwu7Yy4c4n4X4mSoQ1tKDTqAkhHighpXvqCcR1tsveL953lsJmfX0qKuIxWnBGNOLzzLbVMxP7Z3+2NzIc71Gp2vKpPo/hXtXhSe8fpj9R9/apqv9ednjRnBVyOOReJKtRh6rYJM0iqfv7yco25SdSqXIqRTJnF1Rx9RzzTCVuZoTWZUTH1E4eY6vhzqeBY7lFayWncMwDMtxPBAfki4ay7SQAmNhHqwEBdyCGTfD8Ul8LT+LX8Yr+OsF44etuKVW8qeRVjTJkPzKvHW9sQ//7WNaoRWzwiQ8DRh+dd/SFw/3V7/ETGWm8a2nVcwrfNaZ57gKoH/vA2gTRfGC35cB/ZuYKsGfrGNFGNykJIWTCYmkzuNF2kGtUdPf+/0M+gm6VCqFSsXL9DUqLEhfRelrNJqfSz/B+lUq5fn0FTJ9FUl6E9AXEhGJFzHBlIJSEOL0BSwKlUKg9HU6HYDi/06f0DyPvlKgdPR6fQL6YiIi8aJOQF9UiXH6OlQZUYmREKVvMBgS0FcnIhIvmgRbIi/JY/QNNEaQ6YtgNBqJmH8OfW2CLakFtVopL9SgxqIUVWpK32QyJaCvSbTIeNEloK8RNXH6Jo1ao1GJKg1dp9ls/v9AX4P0NTH6ZlR59J+UvgaSkpISWIw2ERPiRZ+Avlat1ajkhZLETiuoVVpK32KxJKCvS7TIeDEMbtIifW2MfhKeDVpRLejoOq1W68+lbxzcpNNpdLoYfQualE7UxOjbbLYEFq9PxIT/Rl+v0esEmb5Vr9PrRY2op+u02+0J6BsSMSFeTIOb9HqtXh+jbzOgzappcI6rdDgcP5e+OQF9g84Qp29HkzWodTH6LpcrgcWbEi0yXiyDm4wmvcmolgXpNBlNJq1eQygYITU1NQF9c6JFxottcJPJbDCb1LLrS0GTMmsNGjNdp8fjSeBRLIkWGS+OwU1JFpMlSSPTd1uSLBa9SUcoJIHX603gUax4XbQkD26yWE1Wi1am77FarFakb6XrzMjISGDxjkSLjJeUwU02e5LdppMZPQTja7sxyWAn7ZCbm5vAIl14XbS4E2zJaXMmG2RG5LiSnU6zzUQoJENBQUECi0mF1MFE4iU9wZZSHakuo0w/PzUlNdXiMKfSdRZhmjxYWTx4XbRkDG5KczvdaWaZEUM9aW631WkhFNKgtLSUiHnQEhMsMl6yBzd50lPSPUky/WC6Nz3dnmJNp+scPnx4AovJSLTIePEPbvINSRvis8j0h2X4hgxJTrNn0HVWV1cn0Gh/IiLxUpRgS7m+3GyHzOhRuTm5uak+Zy5ph3A4jCZ94fhCvC5ahg1uyg9kBfKdQK2mPlAQCHiy0gJYz4PGxkYYrCxBvC5aKhNsqcRfMjRVZsTEYFFJic/vJRSGwqWXXgqDlWU4XhcttYObysoLy8s8Mv2W4cPKy7MKhxAKpdDR0YHiuXC8hNdFS3hwU0VlSWWFD6hVtodGVlb6S7JCWB9B8jgQNP2T0DbyzmiiKs22Qb/RbRXOaWIPX3zin1oUNsYmf8ND/3dqP3HOMwl/dfu/KvzfYQ5/Bnp4P8zF7/n8czAP+VIT72eLyF/5zhbVAehRGHH8WzCPPofPcPPo8wu5LKjEvp3n0e+FkZTlrTAbj7wrMCwjv6MMwBSkrWYOxH6XrYJppMYTp98B98XqDB66m2N1FutrYnUOLkc7k+v8OWMU1PrkupK2T4FZsBiWwFxYBAtRt4NQQP63C6yA8dg2E/sWYe8ipLcU1Vwe3QHtOLYdR0/C+9mwDObj3eKB/kTUPGj+gynmXEDhfPoP41NF1D2UYm3w0x6oxtpi6KTYji3yvAXYMwopzqcrnEv+zwn2LYmtdwmdYzliB44cyFej48j/rxpcemAyJtJpXTlFpcYuT5fUNaGrs2tN146uSNfhrqNd6n1dJ7pYkmt3PmF3lLprGMMU9xS2oWl6E7toMvObyY9PZic22vlJjTa+cZKVH1s/ia+rL+NH1xfxY/BTHyznK0JF/MjQSL4y5OWrQ6l8VWgSPwo/En5CwSK+qLiDLw6W8MGSyXxJMI0/XHK05EQJ1x39ctfujDGl3dGju3YbfaXk3Yput2go3e0cwy/fdeMuXNaJXbvoiNNSdJc4pHSXZQx/04YkvnN+5wrWcN+/t7PSr23JpdJ9NlepdKcda3fYXaU3rktyG9Ya1hk2G7YYtrrXuje7twQ2r1m3ZsOWW7eu27p+6waDdL1oLDUsdi9mpStFbalhAeM5wHheYELPf/U86/mr9FcWZjAwwziDldp3tLOGXzD5FhOfZ8ng/ZZyPteSxOdYrLzbksZ7PdW8x1LBv+is5Z2u0bzLWcE7LUW8Fccl4XLNFidvwk+nhZEso6pLDfpcNygZ3bNht3Z/2K3eF3aL+FH0ht38M2E31xN2s0+F3cyesBueDLuf3Z/r3rc31/2MNKXX636qx+t+co/Xvf/Z53R79/1F1/vMn7U9Tz2t3fNkt9bYu6aXlXrW9LCGPaE9DXtW7+ENewJYXYTVvXte3hPdI6jFMl6rYxU8y7EsA+wEBdPNRJmIOQzhyVWRJAa/G6t2ikX+cKRjUtW6W25JjdwRntQcWZPa0i3gmOYIE2E2t0SEcGOsCvRN0pKlS5b4E5QIVxtR1s5pjyh9NUvIjZ7c6H01WIkYSN3gq/EzEUvtnIgFa4OILIkX/5JYpzwRBViWaE6ylqWIfv//AJ9KgacKZW5kc3RyZWFtCmVuZG9iagoyMSAwIG9iago8PC9UeXBlIC9Gb250RGVzY3JpcHRvcgovRm9udE5hbWUgL1ZlcmRhbmEKL0ZsYWdzIDEyCi9Bc2NlbnQgMTAwNS4zNzEwOQovRGVzY2VudCAyMDkuOTYwOTQKL1N0ZW1WIDEwMy41MTU2MjUKL0NhcEhlaWdodCA3MjcuMDUwNzgKL0l0YWxpY0FuZ2xlIDAKL0ZvbnRCQm94IFstNDk0LjYyODkxIC0zMDMuMjIyNjYgMTQ0Ni43NzczNCAxMDAwLjQ4ODI4XQovRm9udEZpbGUyIDIwIDAgUj4+CmVuZG9iagoyMiAwIG9iago8PC9UeXBlIC9Gb250Ci9Gb250RGVzY3JpcHRvciAyMSAwIFIKL0Jhc2VGb250IC9WZXJkYW5hCi9TdWJ0eXBlIC9DSURGb250VHlwZTIKL0NJRFRvR0lETWFwIC9JZGVudGl0eQovQ0lEU3lzdGVtSW5mbyA8PC9SZWdpc3RyeSAoQWRvYmUpCi9PcmRlcmluZyAoSWRlbnRpdHkpCi9TdXBwbGVtZW50IDA+PgovVyBbMCBbMTAwMCAwIDAgMzUxLjU2MjVdIDIwIDIyIDYzNS43NDIxOSA0OSBbNzQ4LjA0Njg4XSA2OCBbNjAwLjU4NTk0IDYyMy4wNDY4OCA1MjAuOTk2MDkgNjIzLjA0Njg4IDU5NS43MDMxMyAzNTEuNTYyNSAwIDAgMjc0LjQxNDA2IDAgMCAwIDk3Mi42NTYyNSA2MzIuODEyNSA2MDYuOTMzNTkgNjIzLjA0Njg4IDYyMy4wNDY4OCA0MjYuNzU3ODEgNTIwLjk5NjA5IDM5NC4wNDI5NyA2MzIuODEyNSAwIDAgMCA1OTEuNzk2ODhdXQovRFcgMD4+CmVuZG9iagoyMyAwIG9iago8PC9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggMjgwPj4gc3RyZWFtCnicXZHbasQgEIbvfYq53F4sOW8bCIGSbSEXPdB0HyDRSSo0Rox7kbevjukWKih8zvwz42/UtOdWSQvRu1l4hxZGqYTBdbkajjDgJBVLUhCS253o5HOvWeTE3bZanFs1LqyqAKIPF12t2eDwKJYB71j0ZgQaqSY4XJrOcXfV+htnVBZiVtcgcHSVXnr92s8IEcmOrXBxabej0/xlfG4aISVOwjR8EbjqnqPp1YSsit2qoXp2q2aoxL/4KaiGkX/1hrIzlx3HaVx7SnKiLAl0CpQRuUtP+RNR3hCdSqIi0H1JPffq6W+v22h5KJ+XQRu6FDFR8RAuz3uJIPIv8E7f7OFXY5wz9B1kiTdDKrz9mF60V/n9AyT/jlkKZW5kc3RyZWFtCmVuZG9iago4IDAgb2JqCjw8L1R5cGUgL0ZvbnQKL1N1YnR5cGUgL1R5cGUwCi9CYXNlRm9udCAvVmVyZGFuYQovRW5jb2RpbmcgL0lkZW50aXR5LUgKL0Rlc2NlbmRhbnRGb250cyBbMjIgMCBSXQovVG9Vbmljb2RlIDIzIDAgUj4+CmVuZG9iagp4cmVmCjAgMjQKMDAwMDAwMDAwMCA2NTUzNSBmIAowMDAwMDAwMDE1IDAwMDAwIG4gCjAwMDAwMDExMDkgMDAwMDAgbiAKMDAwMDAwMDE1NCAwMDAwMCBuIAowMDAwMDAwMTkxIDAwMDAwIG4gCjAwMDAwMDAyNjcgMDAwMDAgbiAKMDAwMDAwNzY0NiAwMDAwMCBuIAowMDAwMDE2NzMzIDAwMDAwIG4gCjAwMDAwMjYyMTYgMDAwMDAgbiAKMDAwMDAwMDM0MyAwMDAwMCBuIAowMDAwMDAxMzY0IDAwMDAwIG4gCjAwMDAwMDE0MjAgMDAwMDAgbiAKMDAwMDAwMTQ2OSAwMDAwMCBuIAowMDAwMDA2ODU2IDAwMDAwIG4gCjAwMDAwMDcwOTMgMDAwMDAgbiAKMDAwMDAwNzMzNiAwMDAwMCBuIAowMDAwMDA3Nzc4IDAwMDAwIG4gCjAwMDAwMTU3MzYgMDAwMDAgbiAKMDAwMDAxNTk3MyAwMDAwMCBuIAowMDAwMDE2MzY2IDAwMDAwIG4gCjAwMDAwMTY4NjUgMDAwMDAgbiAKMDAwMDAyNTE4NCAwMDAwMCBuIAowMDAwMDI1NDIxIDAwMDAwIG4gCjAwMDAwMjU4NjUgMDAwMDAgbiAKdHJhaWxlcgo8PC9TaXplIDI0Ci9Sb290IDExIDAgUgovSW5mbyAxIDAgUj4+CnN0YXJ0eHJlZgoyNjM0OAolJUVPRg==",
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requests per capita\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Number of community districts\"}},\"legend\":{\"tracegroupgap\":0},\"title\":{\"text\":\"Volume of 311 requests, 2018-2019\"},\"barmode\":\"relative\"},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('68c5bf3c-4e36-427e-9d52-701e79e14461');\n",
+       "var gd = document.getElementById('a0c0307c-85f6-42b7-8fa5-0554172a5d48');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -564,20 +564,20 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:24.488326Z",
-     "iopub.status.busy": "2022-04-07T22:15:24.488057Z",
-     "iopub.status.idle": "2022-04-07T22:15:24.614031Z",
-     "shell.execute_reply": "2022-04-07T22:15:24.613484Z"
+     "iopub.execute_input": "2022-05-15T02:47:44.756308Z",
+     "iopub.status.busy": "2022-05-15T02:47:44.755996Z",
+     "iopub.status.idle": "2022-05-15T02:47:44.857124Z",
+     "shell.execute_reply": "2022-05-15T02:47:44.856603Z"
     }
    },
    "outputs": [
     {
      "data": {
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                       {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('6ab5f0b3-a8fe-4000-9577-079d811ec8cf');\n",
+       "var gd = document.getElementById('16a196f5-94d5-4d61-9625-74a21bb9ad5f');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -632,21 +632,21 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:24.618453Z",
-     "iopub.status.busy": "2022-04-07T22:15:24.617907Z",
-     "iopub.status.idle": "2022-04-07T22:15:24.812376Z",
-     "shell.execute_reply": "2022-04-07T22:15:24.811399Z"
+     "iopub.execute_input": "2022-05-15T02:47:44.860066Z",
+     "iopub.status.busy": "2022-05-15T02:47:44.859825Z",
+     "iopub.status.idle": "2022-05-15T02:47:44.964156Z",
+     "shell.execute_reply": "2022-05-15T02:47:44.963417Z"
     },
     "scrolled": false
    },
    "outputs": [
     {
      "data": {
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",
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",
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@@ -700,10 +700,10 @@
    "execution_count": 9,
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-     "iopub.status.busy": "2022-04-07T22:15:24.816557Z",
-     "iopub.status.idle": "2022-04-07T22:15:33.570771Z",
-     "shell.execute_reply": "2022-04-07T22:15:33.570370Z"
+     "iopub.execute_input": "2022-05-15T02:47:44.967426Z",
+     "iopub.status.busy": "2022-05-15T02:47:44.967017Z",
+     "iopub.status.idle": "2022-05-15T02:47:50.583074Z",
+     "shell.execute_reply": "2022-05-15T02:47:50.582329Z"
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     "slideshow": {
@@ -713,11 +713,11 @@
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@@ -772,10 +772,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
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-     "iopub.status.idle": "2022-04-07T22:15:33.587082Z",
-     "shell.execute_reply": "2022-04-07T22:15:33.586543Z"
+     "iopub.execute_input": "2022-05-15T02:47:50.587045Z",
+     "iopub.status.busy": "2022-05-15T02:47:50.586683Z",
+     "iopub.status.idle": "2022-05-15T02:47:50.600400Z",
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     "slideshow": {
      "slide_type": "-"
@@ -797,10 +797,10 @@
        "  <th>Method:</th>             <td>Least Squares</td>  <th>  F-statistic:       </th> <td>   50.73</td>\n",
        "</tr>\n",
        "<tr>\n",
-       "  <th>Date:</th>             <td>Fri, 13 May 2022</td> <th>  Prob (F-statistic):</th> <td>1.99e-09</td>\n",
+       "  <th>Date:</th>             <td>Sat, 14 May 2022</td> <th>  Prob (F-statistic):</th> <td>1.99e-09</td>\n",
        "</tr>\n",
        "<tr>\n",
-       "  <th>Time:</th>                 <td>01:21:27</td>     <th>  Log-Likelihood:    </th> <td> -626.67</td>\n",
+       "  <th>Time:</th>                 <td>22:47:50</td>     <th>  Log-Likelihood:    </th> <td> -626.67</td>\n",
        "</tr>\n",
        "<tr>\n",
        "  <th>No. Observations:</th>      <td>    59</td>      <th>  AIC:               </th> <td>   1257.</td>\n",
@@ -849,8 +849,8 @@
        "Dep. Variable:                      y   R-squared:                       0.471\n",
        "Model:                            OLS   Adj. R-squared:                  0.462\n",
        "Method:                 Least Squares   F-statistic:                     50.73\n",
-       "Date:                Fri, 13 May 2022   Prob (F-statistic):           1.99e-09\n",
-       "Time:                        01:21:27   Log-Likelihood:                -626.67\n",
+       "Date:                Sat, 14 May 2022   Prob (F-statistic):           1.99e-09\n",
+       "Time:                        22:47:50   Log-Likelihood:                -626.67\n",
        "No. Observations:                  59   AIC:                             1257.\n",
        "Df Residuals:                      57   BIC:                             1261.\n",
        "Df Model:                           1                                         \n",
@@ -912,21 +912,21 @@
    "execution_count": 11,
    "metadata": {
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-     "iopub.status.idle": "2022-04-07T22:15:33.708672Z",
-     "shell.execute_reply": "2022-04-07T22:15:33.708067Z"
+     "iopub.execute_input": "2022-05-15T02:47:50.603303Z",
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+     "iopub.status.idle": "2022-05-15T02:47:50.726826Z",
+     "shell.execute_reply": "2022-05-15T02:47:50.726277Z"
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     "scrolled": false
    },
    "outputs": [
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",
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@@ -1005,8 +1005,15 @@
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@@ -1090,7 +1097,14 @@
   {
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@@ -1128,10 +1142,10 @@
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@@ -1141,11 +1155,11 @@
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",
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@@ -1205,21 +1219,21 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:15:38.767560Z",
-     "iopub.status.busy": "2022-04-07T22:15:38.767365Z",
-     "iopub.status.idle": "2022-04-07T22:15:40.399588Z",
-     "shell.execute_reply": "2022-04-07T22:15:40.399015Z"
+     "iopub.execute_input": "2022-05-15T02:47:56.213577Z",
+     "iopub.status.busy": "2022-05-15T02:47:56.213268Z",
+     "iopub.status.idle": "2022-05-15T02:47:59.810809Z",
+     "shell.execute_reply": "2022-05-15T02:47:59.804626Z"
     },
     "scrolled": false
    },
    "outputs": [
     {
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",
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ViheG+NPy1t7r1fefTi9wEODQgfSGsoCn+BRfeo2FDeuZ4d+AAwLn10WtiVfAi8gbFd8Lf4IMzdQNaalTozcYN0LRdAAF7I/AgzDCuqHdKOp1SsMkEl71PVFFMXESbXuv/vG+Kyf1QE2DlzK8eZCPKDXfMjS6vyaL3/M9LAaoAByGio0TAVgAdkIh6wzGcoxBmBI9pWmY3G98DG+BMClIOfBjz+2EAdkPkiSiADaPjIphGMWS/4KzPIEy6wQ+RAQ2adgOvRA6ZoBrwnabEVSMC/DdHoeB4XAPogDXhAWrL2nEURsKEnZ+It+hx+Ef/ahyEWt4RJYjA+wEWJvembcbfRKT+O0nXxCcwITJfbuCWzD1ONMp3wF9BqQFfOV0nhjnO25Id47bUL6ASVwfcBMKrI/3ItySuwgLeR/iAh6yZ172fXxj7J/pfTppSxFRBtJSP/JsLvh/OoTZyZzmqc9xHE4u2gZTbymGkaZxYr5S8VmZ/5qz29jjTN4ax6ZJBCK6pA+hNxHoMikUO9dHbr2LZX912YmcG6unWMaGGlYsrTfyKAVYqj02Teg4p9gScpeNL9oZdC7dspuqfl4tnPIMLystVbPsdjIxO0BCqghhJmlqQzyynu8j36eI2NMItyhoEbzU0eqaoZo2EAgg4qgvdZaGr+CLQDVYFd+afQAvHUPMtlqAl/bZOSHMwMNa7kHetqFPc57FzKieV5fDflQd535MmQKJ+DHxEfAJNghueO0ICHgQW5z4jADzXq2+f7G8/frdhzfru0ubH1feH6x/PNw7KQH4Oa6XkNRNgOF124YiAyQJHNhvTQWfAEM2NI2CN3SjH9F0eA4F0PF9oEdcll+J6Q4Z3D54tfr9o4WNj5/Eb45TiWL4XZfiTKYmYeUoHbu+iPosx93eP3658v7lyvarlfcL7z4sru2gLW3srmzv7x9fOJ4/fqEWUvz4uIkgahzO7yDN0bFsirubNRph0iNwxmEvt1pNTKK4+DFlrDuIx/y+1nAun2e5v8gKSnJxKLMJveKz+BvaWV+zydBhEHQS5ZqA7Q4lSoeGiY0n3vNEPGh0ZTukDDGW+el32yFpK4Xcn2+2zRilXPSSd9tRoKlure7VGxijDqtIgv4wSokAS9+HutowzCrJfB1iBJgNWmQYRxFZnJJChFuH3e4UyYNxE6jQG0QREiZUbEWYQe6hNGGhI0mssunkzrkNaqjJZXyrXu4TYUs+ha94vguIgeb70AEJQ3b5SvwV6wFSAtoHdAr8xH4R0ZpZJlPnSNGA1kuNb2nSNGcdxmPjEOLB6DJxnecrbcYsmG/Nhnmjlhq+Jlhii3bO9IIsh3HGR8v9SexznJIgTKy6LpudaX7xoes2dEMxLeCru2+uXPvIJ3TIajFlNsWmhDUGnBmwSY20V/7vjrKF9ejYC3zdsuqK2keY5epJpV5qKKple2HYmWxnkFNDQhT6PsFC4FlnBqv7LQf2y0DkmxP6Nc0otzTFtC3Pg5bq4r1su6FqA8h5toav4IvA3uRJ+cZyEK4uKcOsEwVt20LrhD6WFdAluZR8rx34kMQ3yDRkTCWRvWLvkqMfAg1LjoMxSABem1OWSmmea2Ya+Qw0+Ovz5d9frgJkLqztAGc+W9r85fnyby9WXq++/3h4Zjke6fLEEBIAoVHAE1khImoR+VzxCRQ9IEPsQcXox8wD0QHy0XHcbvth5GdX2p6Ho6dRQJhAnljeYnBIOgPEDpPeIo1cYgtJrgNKpuqPT96g808W19F/YGY0dGk6wszX6lWW3Ec9SQhZkUWF9eLebBlVk5pYjzlzRMvyx5M0k8ui+IJksoZ4p3WYRarMyCEgcgy9EgMmf2Vavvm/fLvizCyJlGA7cyghLpg1MUcLDid9hxOjCGBm0fjyiUHb00rudkJ9nTcdyjeZhjA5fwEIE8DSq9fdas1XlIQPPgYYYjwMTdelgChNryhaRdEbGsX6OL4bRAGZGQlhEhRhWoMU7OF3dndGcioV+WFGI/GG+n9tK14snotJUXDpaFCQXuCQ6cjiHeHyXLdZ90xEF7NoJZASAf1YgpwlAqp42g6gzQwaXWaQY+hEnmo37uSp1mnnpwdkDviX/wkR5uVEhNkZjEe9uhrPWTQLghWPM4ecW222VkmgY7vdxrlWVTQsYIFYolzcQh6mCDMDQmmobcGyN2lV501OEMhkyXkXE9Nc/CNk+Y+J1ael68XsnpNK7bzeqmsG1n2b3TezIMx0AQwgzDFYer6CK7VgJ23b90jUtDTT9QIshiTN+lEM86LePJ7BUS6xl2fV+kWtUWspkFdeEODmc/Hy57Er8xoKwZkALJgB8iglABm+p+s4h2LXHc0Amt4k6wQCDU1yewV2um4apdm+zpZbjEnWTWt58yPg5S/P3gKPrX04+HBwsr1/tLK99+TNOj4EVHu5sn1RbWKuAoaInJXjqobV0oymSuFMFKZiAV5SlGPS7aiCMF+vAalu7x+X65ghs6HqDRVX2viu7fkAq9inUA2AMP/x8PXK+72ji0qtpSrkKNeBEqEy+LydU4CXxBbznOCveCjlhNpOKI6qZABh4gL0/P9+e/n7yxV0YPPj4e7nUzTg5P1j9pJzHg00U8f1NHoLPX2i7QA4yxMJYkWRatroucRz4omaabIXL8IpolI+EwV2aqZFKUscvEp5BBzBlc1UB2OWxX9S+ApmClNGfDUU0Zfmj6cZ5fjkHjjNvvRPyUTwz3RrpFhZIWnZFWOxxea+vPb/XC2PhQZQxCR22VmZmrZYucOHPkS/50m8NEZP0oIojgWfMBeEWK1zG1TRW/rttCvhNMu9eCO2tSLaofO9y2RmgR9ZVohGTvDAD8kbbjhOyzCrLO1xSJFJwcUwBfg/amneahhG9AmZgvmGTJ4TC0IYgpfzf1Oxml4XMSLBtxCtnutYpgEN0TB4z4ahmK/RW0oV8X3LJnsmLkj1jjhMw+0GWtzPk0qdJhwNOA7YD41/ltHc57rsO98nL6SrwezysV7pOSJMwZaSWVOMe7wVwkz6HIMTLLHF824sZ9Es98dPQZgU5cg5fWLDxIjollNuqqWmihPB4cMrvpVP5yoLihDTdJKtgT485pU2RV8gFNeJxWtpccROml3OvpVbW9hIg+7EFPmsaqU6xTDn3C9swdOx1v0ojKdaJ/5whCmEUWEcmp5bUbWqqgMVA17i6WEceSGZMUtN5aRSvxZkUroxYUtVNQyboEgA4DqXzhfz7+ZmES0wZ4qG5QEflsrmyaldKgWKApA5+90yjgJf/KrCTwgpB+knNhYxp0zHKnk8qiBMwLxnSxvrO5+qTUWyY4CggAzfHxz/+oLA5/rO51KtRek/YVhXtP3jC2BIfOXRwhp+4vePR+eAmoIbtf49N1+tvl9Y28HPx4vrT5c2lzf38F3NtKHe9y57gjCBBgFigWkX13dermw9fbP+anUbyPCs0vCCEDfEYaMYFjqD+wAGP15Ye7G8tbn7GQsAXYrigTgWQZjfPVp4/Y6srw1mVxAEyMkBlAcHlFhrqh8/ny2u7eDiJ/TE9xu7n09KNRx/EGFh1K42VYoRffdh9/MZ7vNmfRfwG+9eU1R0FTcHFN/5dLq0sYuGX/aOzjd3Dw+OL9zMRoq+HV9UcRnw7Vm5BviK3QfJ0Gw2mVkxzx9PM8rvw4OQeY46Ai97qaNw4vWZjuyyjmwzU9O35Rf4o9pVlvpEzEUmZW7KJxgifChUA5hclTlUOVI6EOCBg4BIkg1i0/GECbMdSvrYLNjgD3jTLF6XbWuJhCWPQT7ZkSH9B86MAs93bMoMA6K2LdU065oGeIlG8BJHouMSEUrcjkhTA7AMieKbibM8YHPfw4cxJwu0+ZySPXI5wnE9v9fs3UjO95iRzmUNgpcBzmQnY4gF+Om24xi7HiqHOC5JGntOEPlBO8DBFyVRu4AzefSSXjEQcQLCHGR9GYPZ+oa+qQsptS30owIGwiAln5oQ5oRc7FshzKSX4uE7mTEzEDgeYXbvgDA7hbjQdoYwg4w3o0MIMzIdFwu4SuZ3EyDThIjnk+52YkSiUIqIS5CnmDeLmHO0UdZtN4FeRjHhLIWyHAH91jkCckaE7ail66O5MPhE0U2qLMBJ4lg/k+7Tz4zoJlki7RiEeU/iTta2kN7ojl3T9IZuuKGfZ5cHMWWXNw2z0lIrTYWZEpuljEqRW+2sWruo1Uv1RqXZamo6mS5ZKHFUzDWegtk7KaJ1aN3Oq6UnuG051ap1dmadn3vNZrcd9lEotd6XqRZ49tm1cXJBc6GwZLaPZVk/KcickRVcEObD1+8AsQCEgMTSfnJURqWhACX++GQJCHCX+UbQdg8JmAHmEfh8/pbc669WASM/nZZVw8K35J6/vVj5/eUq7vx0aQPwUpAqPgRUOy03hFNLEOb//PwcPwEan7/dfLy49tuLZVyMr7z78KnW0hwvMGz3uFR7vryFnuBxD16uPnq9BvgHDOz6Pg6j4kwNIMyjM6wTYUOS7HjAUVwP/Azg92rlPRAyOvng9bvHxHS3ubbzWZ5oOd7ReRXP+ttvL9GxxfXdJ4tEVFKqt05KVXQPqBiAGfgTX3z+dmvz4xFA+OOFdYwMkLZEc+mW/e79Af66sr1/eFYGdCc8aZotRfnSZ+H2hE7/PvLHJTpFLKUzWC8lDCOWOhFoQXBXFt9/sYY1BvwDoAh5jr0mJPmZdSvyPI8oanVIflP+KsogJlfTNTLzs48Ve5OtnZLjgiVJgJPC49NGR8Ys0dT3+6Zf8lS41BU7BDIzLp2+g6/DGfdYzMRtoWktTaOA7ZZS13STgsawB11cEEjsZRJJgoMEJXIocugHBDLJmMlVcgSfCFFPd941QYpYq8hEce0CkOlO2NwHNMLvqmHeI87t7fZSbY5jmB1JzMTsW47tBR5Apoxb7hCPE5nxtBjQWC95Tq3Z6Q0gorEY7PqYzC/DMQN5PKcEfkhZnym52LMjzA7b+dOb38GM2cniVyfdpHj63wJh5k3iMDnYzBNeR4mVwi61PR+z2DKshm42DSqJMZZ1fJYmQKiIMJmtJc32SkaYMwe/SwgTYBJKrmQdEn+RZVI0eDRTFsbYVY1ueIFfaymjfD7CQGiTuzm8FmFKZEvO6TSMMLO8qjnykA+tbeKg8LyWaTV1kwJHIV2zDgjIdLExfcIDeCOIY80wicICuLraOK81MQIKgSrTdB0nIF+M1MXoXc6hw8PM/KxBz30QJJYyhqruu23bIuZMx8YqTj3p0IVxMHWSq+ss8FIxymTzCE40Tisj365kQEOyzchdMBZhymBiVHEurm4fAM4BO73d/Hharn0+LwMEAiu+3dz98On44ORie/8IGBIgU1Ao7iD3/Onp0j8eLvz+cmVj9zMu2z8+FzJkILqV7YOTEtn0BGH+1w9Pv3u4AHi58+kESOzj4RnQIx6BPwG2npUbAHtbe0cPX689WVzfOzzHJ59OSkB6huUIRUlRuSh6yRfWyE2/f4ynX0h2fF01mpqBp+BW6Mn67ufPZ+XTSn3v+IJ481a2dz6flWqtlm7i85+evPmvH57gRV4sb+PKw7MK0CM68/PTpf/84cmPT94A9AJYojP4yv7RBfX55ep5pRFGbYjCpmoAtf72cuXDp5NaS3U9j4/RwPPJyDmYPz5//3iRXZ9LjF1jvZSVSWkLXNiCtPh58DL9i7WuVPlxbLYhCJJss+M7RfICGPI1SfEYEdH4kI2OGftleHGKsR2MkkA1XdU495xSRdi7Oks09VdrWVhyH//kmCdNWuGjP2xHmmU2FKXZbDYazSqXUag1FVU3AjKLRczl7OOcYoSZsZcwwGNjbxu7IGDvOSPMiFFKkuZQF8LVblyNcRx34lW/osotgWvKok86BeStLpkXkmCCSZdEMIcTM+kC5ud3OfQ090HTeLLNRxAmpbdnYzsct9nrQ6xugZOcKZUGrHA5LdL4GNRhdh3e9Ry9w1lOnbx85JRc7LFIMjdbxRwIJ2U0CU70UrpUyj3om0b7PZ9LKyLMPivmzUFylCHMNMeBQ17lvcg6HYaGS+ilrhv46dEFbG+84YIUlJiGMecIk2vMDWRyTWByFiY9Li9gibJzRxsm1+BIXN+rNJVR9zHZMA3D9qEfUVD0lJz3IkfN1TgW9NwCf6daimMF1GVPkvjaSaxaDntMKCAH0mbU80IihbYcLUhIG6qtoOk1leLD8SUowh7EFHsc5uvZH2SpiiX1ab51jvJIEtLssIoAYqOwz5wJOew6AJwUnBmFPcKZ02r9YAvgwGJvDY4kX/g6ilEZsxh1pyDML5yXDWj37M0mkOGL5a0Pn083Pn7+4fHiT0/f7B6eNjXoNk6loay+P3i0sAYktvDug2qYcs+fn779/tEiwOfxRRWTqFv2WaVOdd9erDx5s4Hb4uaCMP/7p2c/cbG5cr1lsoP+02lJKnHgQ4BMgLeNnc9AjMC6e0fngHOn5TqeSx7trgRd919TEOb//vIC/cR7vX734e3mHhog4v5J6ahUA0QELMRff3j8hn3xdewsPBFd/e3l6hLXvAMgxCe4BggTQBQveFauqzrOCeforPLjY0KegI7yOXA4xg3AEvASIBNf5+hN/6LaxLjhsqOLCtQlMuBQrUDI5NRoc3/5433rZSfFPDNwruYx5JRB/2/Lfjm95dl2ItXZ0usTrhDmscyrm48bnx0CPQlB4YvQMIQDSkCm4EyNTF2qVBzGP/En4DExZt7dNXP3VozMjDOOaIkmAjQiIsEoMF272lLOq7XzCrWzSq1ca6gtxTGNMPDaVOiZ6IMgtyUyKkOqfeIdqVgnBmFGCBDCWZJ1Z+C5sw+I9DwLVuyf2oKZu1M9ktfemc2VNK3QCLAeUnOlbQGopCCK0zAxlZwHpKqqwramNFskbV3xUCf8zozKxIV9mfGnZVGa3axeIVtfe2RSYCg71tY31IrZ6324cnUJWQQpKrUvJaozycb/WngmtSYFyHUzsxUUDS8IOGY/ZSrGnsFT8Inr+xHRUmGWu3nPp1gmb4Iw+xnlKStmcg0r5iQbpmxMqt2GDdjJkqpSFzYRsANrNXSzqhHIxO/xzbM/rjLmqG6uNGV4rG/7FZ72zMjf69uZE15vlOkj0eB5HcmoPdOJP9oZZjOIncCvtNTRGEWufmKRMfC6QMRrEWYRZM5LrOVZBsI8hgnC7FQUnWLjQlJmRwN7ikpZwvS8bgjdz/dDTjxMREZFud11jpZGAZk5BVkyV4R5lWXzdTLfATnEs2qSvaQdmYbXaDiVilutBaradp3e5MrUeVYycRewc0qYuplXxy5yLU7v1SQvuTSpsPb0zcbD12vPljYBqAD5fnm+/PztZqXRwmLCHgboB95b2d77/tHCo4V3TVWXewKYPVlcX9/51NQM8f+pFEt58nJlG+gR98FlgjD/9vsrQNPPp2XDdmOO5Ggo2puNXe7Vh01g2XJ9//gcN8SVAKi4AyDiSanmeEFvxC4nCPN/fnn+3aOF316sPH+79Xr1A9ry1t4OUWJebO8fL6ztfPdw4e8PXj97uyk55q/evecKd2/wCV4ZWFcQ5t9/f7Wx+7naVBzPg8x0PF8QJj5HH8p1RaiksbxbmrG4tgOk/e7Dp4OT0nm1AaiJV8BYAa8yfaLr+W7Cedme71H6//3kj4+rPH79dharuLhxA8p4+oMdtd9my2olEKzyA8+yBSUaUrgNAyhhbPm+kwgrVrG7GYii7c/Gh1jCqFKOaPaSRxFR3HMADEV7zriL7/2ti+FDhdO8y9UNpPxHQ1NTptxy9bRSI45iRXFNI3IdIMwQIDSJ2qMu4EzmD9kzJWCA8n0KGdZZ9vpEkDnGBXzVz9ROv5siNNb072xLkZGJk8h2LE1XU8IiirYN2b+WiErC+X0GG6jJ7o1zMGy3vSCExDMdr03+3A6L01iIniRtkFyTlO2Y5AcHeWzDkKxXjosBYkqmzlgy9rGGPn79jAeY7tl1/ACqMdRkLN+YIEQicmNsdW/Bk/0m1s42vSYb1kLdsku15klJ6jjrzG+f4AVrLe20XMNTmire2MeXSTylfFb8iOuyzgvIecrbFdDadayY0xEmJzl6SaddlJwSI0G2escBjBFLJoAZ1fq5vAHHyFXK5TLAs5RPcT9NZtA+nCGidsZWlNYvztiKVLzsrYMwuaJKSBySLbVMdIKNC7QatZqiWJ7DAR7XWPMyL3lbEOZQnZ3BaMz5IEzR8tpxW/QXlkV+VdHROMcndX8UORy6I1xhqXyQek9Ztl3uTejMm2HpqsAnMD3q4FajkRcRGO4zXqttmX6z4ZTL9kXJLlf8VivxvcsJB30abcIxqJDeunCDszOUeGbYGTdLHN0khCmCEXBRiqYBXi682wESW1zf/Y29z6phCiNxELYhQIDKvmOfOMBhnj0EcPV+/9i03Uv+D7Jl//gCYBLAT+6Q5pI/eA34d1amvB6o1TiUDctefb8PtPbi7fbG7mG1qZYbLTz9IQV/rvxOBtXtzY9HdUUPovZQxLUgzL/+9pKQ8PLWu/cH23vHW3tHeLvji+rReQW/v1x5j97+g1zzW2Th3NoDOASQxmvifQFpq2zVpLJ3jxcPz8psLO1wbngoCBN/+nRSKlZoBTL7cHACKIuRBDze/Ph5becAeJWq4JkWLvM5xkxqmhvM3e3eQ/54MfZSCqhdi0+usgS0vn/8G0A133JLo8o7bWF1yP3dXHY8resqthTBkKNIMo+6TDltmPpG8CclLHuuQYBE57x1j9j5/mh7cs43WMwoSSvvqFq52QS8pPzTlD2vhd1N+hRQFle7DsQ+MJb1KMutLtozJYWK2YoGKtDFORwdQYZXGZd10Vncr5zS/24yELI4D+4RSkNOIs6I98gzznPHrMXQHxM+axNZABQn4/sWlYmhUkEklw7PgMEEcbHXtQd4eXByAYkKFRWqLs5NPpV6WCUQOPhk6+MhRI1m2mzzSqTNCjJ7dCvBM0C21Zb6evX9y+UtdMZjvbI7wvYj2LJNxHSBJJvnjdAy0cNS/W50bHvv6Mni+q/PiZYE/Sely/Wg179gqwIELLR1gE/o6WL6FgFVrMJTxFdFYJlP6JRK6720Xt5tWDGLCFOoIVzPkTCh4jK74oDJoB1ZfuouR9Mcuy3szbOtpQxhdobg6yzRqhg0h4usSaQo837kjOs3yBce3jhMygqQafue6To6pelZVL4KbwcRFPrtzFI9HWHKIk8R5uWYzLW8jupcpBlpuCHUNKdBeVgaVZBX9FJLA/6XpGNxBORFVS5HIkaucqaIrLpfIZ+uLyXmKkj7fALzRZjZiTM+KenqkiLmOsT4YXqNhnVKSUChSgztl+NQYr/KPFMTS5Vkrq0GFE7DzkXMr88fmYQwIRIBmQ7Py/jTT+yt3t4HTjte2vj4y7NlALyWZuKVADIhWy6qzdX3BwBdjxfWchsmYCSkCgAe4CIuQ4PeDcAJFAcgurSxq2U2zP/77RUgHwAbJI8ESuFPb9Z3cIeXy9uQpXRaBYFqWBe11sfj0tvt/d9ergJ/vj84qSkaRqH4Rnmmj7xRvaVlVSOpFKZmWHjQ4tru948Wf36GOx2fVRqQrqflOpAk8OdFrVlXNPHUUzzAkzfApbJciwjzxyeLGBwpoSXPxUEA/R0ilEbs6dLjxTV0AOO2f3yOA6XDXjCpwkCdZMb1ufvHh6yXecmS6d/iSuUhU6qazOQ/LFf/bOOHOqNtlHgVTVMVpaVpWu5NENqivBW94UWfOKsbRsZsH4uRE7Iax7fJNWGJYjH0u/fAZHXjtx4Md8e5oxhGqd44raSeNcrHrDUh6gGTqPC9vIjv+q4dEo0kjqpoEFv2C3+kp0/GQ8gFdsIhhDlsyfwycPrzGZ1I1GIarJjF1ad+9pFahPMaltQugZclbkzK7cL8Ghy/hH0vobmpEQznuOMouiGRORB9labKBknxjXbIGwLp93LlxfLWzqcTyGE+lS7DiEpUQKY9W9pYWNuBXp9xiQq+TIMbk34BoITd8Rx70JU4TyytHoNMjhSN26eVOhWRh758CvFL2SuibBaTreSeFAtBtW4pUDZLUiMqAMm5triqO2Q7Rx8tPn2zvr1/hIXbUPUXK1vQ5X9++hZ/3fx4BGHr+owwGcdKzGfeBGoWnO9JHi6bVV7r9AphA0WrZo5/ZJzjOJWBs3vhBWFyTRPyCUqkUL9sZSETXOoSNgyz1FJrmu7fhCnoMvOS90bg66Rk+bxF7dCi/0yp8gB9hPlJ7lo1MrfmYdlQRgyU3CCQdBjHlwy16615EiOaMpZkboKcWL7AnzCf3Yc7xMSw5DY1Q7BlpUV0uzUNqp0bs2dwSF5NfPdC5daiS+WeDsF8FUlNtHkJoiGEP/7RXNO8bVlutepWKpGuCcIk/NmJOSGIXOpfBmMesqrZJoAlRbn0qMauzquOqopM7X/Ro726vY/tDwymcoIVZM7Kdppx8/HwDDDy5KIGEfHri5WHr9c+n5alHGSl0WKr4DZu8oZxo9wTX/z5KSWhn5SqkoR+Wq4tvPsgLEbbhThMziV/9+7DJyA0XIanQ3cHWMUdljf3AAjrLVUjlcqqtrSjUn31w6fvHy8CIq6+3xd+y+IbCcL84cmb5a09PNEPg+JfIRMrDXVj9xDwEm1z9/D4ooa3hmaNN6ISRrqBRQu1KEeYp6VayPXmBhHmm6OLClU5z859sufgWycljMP//vLiHw9eP15cBwauNMjDznHFENQdyeZuNOp3ryQ7Zo2R7Eo4Nmwm66WsdvHiseAii9m3k2PyT9Ey2ED8IUCYQIw5EzJ+bzabgJGTEaaq6ao4INhsIlxGkXDxZTW8SHm0Hetantuv3yBnWlxGNmfPA2IpNdWWaWFrACTgQCR4aeieqviaElgGgcyCvywpUPF0CmFpGUIIBeSMqajYpZjMvgko8+MX4UduxsyzsPt5rHPlS8l9gmLuw1v77EgSbgGxRYtlO321pO0FPgYNMPKX58v7JyWDnNSEQgEjKaL71epffnr29wevF9c+aIbJL3gJYAYteHmLi1ms7VSbahC1Iwns7nSlIhFwI2B/GBN0aydp4aHU7JBWuuyyEZNwJ9DhEMJkFEE1NwlBhlRnE7cmQMr4GR9kVT4jMbnnUcdkE9jYheiDwN/aO4QkB7wERIFc/e3FCgQmzghIQnxInMnU4U6ejyMNcK5oI42ybK/cXp3Pb95yzJmFNQ7k+2SnbWf2THbJ9JEpE8IxztvKO9D3bwKGEch03bJCvIuuECnPsDdzg+Eo1so5i6b0luqIcf0+7A6OvaGKtGx0nTW3d1rHCk9v0zLGHITCsjVLzUfJV8qDcvt504WdPoqrb9lb3u9Yh03dBLxktorA8nzIUCIYKpzLs90tff2MXOJeUt0HxIUwVnFl0nk9rhilMPEyrmlOmgQ0lNDvASQIvEyovnnbtrtxJCCziDCZCzrgNFUHKmaHYzMk3wcierq+UMzKAeJ6vrwF2bVANX02fn62BHz18DWw3wGgoB+E0GiAwR4vrONiIFLo0VJVHJdBTL3GdScXEIPZPZe+e7iAz5+/3YRKjgaF/e+/v4K0eQdkWG1AjgjC/M8fnvz999dSP2hpY3dh7QPg5d9+e/nLs+WPh+dAtvvH5DN6u7X3ZoNiJiHE/vbbK0jFrY+H9Qk2zBxhQiQW5w6D4/oBoDKkNEDgAxaJbzc/4rkAhHh3oE3AS0jCIYQpmZujCDOvooX9DpAJKfrkzcZffn7+3z8+A2zGcBHdepoeG3cyhNlsNuaOMFNnN8vtTmda8YXiV2RZuuR5YYfsn/zqtxp5HJGWbUH452y0Eh+lAFn53iQvOTsKiW9coqnz3B+xgvaziiwuFOva98TJf7tXxsoJwqCuqGcZPzN+XtSbkPmm54UMHoj00vcC0/BbTWjNXrMR+u5w1H0vycM7R2xQodTEGckXSKO58utz+JEzPeZ5PUV+47nzal5N8G8CLpJfwHMNqSZJiMVm5kzK3hKUUm40H7xehaRa//i50lRCLuluWM7BcQnC8L9+eIIGMQVlX6Cp5TgAbxCnTymYZ+/oolpX9KZGtR8A0SQSCZIKOnKp0YROgmNXLFGKZlbqymm5zgmSKnAe/SFq+1FURJiW64ZUtc2vtdQy5hVd8QIiVGrHluM2VR3qPN0ESkS91dIMsXkyY2QIJImTQuKOtvePq8QhYJZrLejykPmQtECYtZYGYSioleN44twzniJzZuPsI0xeQlK2IBvevutcVstVmsk1HmEmmZv7WttgbiGEGBSEmdXFCNJ8n6zUFJuI223OVqPsGKJ7nRVh5ktFVKoiwrwqMIMNZmkNIUziipF6YRx3R1QV0F8c58Z8d6NByznKEkqurLx4zuRwHas/xwEW3QQZ82dmn++Nj2+5RetRUk9kOk65qVRamkvRsDGFN3M17tvx4X8Z8dHcUysizE5eMWHQIz/kzZ9pTAqY8EZvSlamKAwUxWs0ItMA8rxkdpT8bpcjlemE5xmqTRD6U6oEXlEuj7u9d/T0zQZkGrTpB6/fQaY9Wnj3+8sVIEwgvbUPB5Aefhgwguoourm+8xkgCpc9XlyDuHuyuEH1gN6s734+hZIKGQWERhnob7eA2YRo/dnbzcdv1gEmf2bACU3csGwIYUih11zhEX/CPSGdiBJzYQ3/hHaPW1YbJOgOzyq4O658sbJNEPTdh4ev3gEZHp1XTNsZ4iWDNr20uQs0u71/RFFMYVhcM5Lbi3viLfDWj5gBCXdGwy9LnM9OTFmud1auP31DJJn4JGLKTa7vEAGCcsTmxkWtEXC+ZPH+qmECJ//t91d//eUFvltvaXFMU+NzHmUBYTZnZ5SaddGyNZu9Tu0ZjV2XKXt/IASY/+b1x+/Scj9CXqMcE0FFBPksmDhrYnljeR6lgQqSD2IQD1JmyUyjPTmb7xvhwBfFBAdbpdHM4eVZtV5TNJvhJXGns5eciuQCM+i6dX5uXZQC1x5CiZl0HZB4OcKUyyYgzBxjdHMpPXBiZoM89Mm82pDZp9iEfUjscp7vcVEnk3GLgX+2mfgFUPD1u/ck6Cg8sQxoB+FJ0Yz7x5CEQH1/+enpry+Wjy+qVHii24Fkg57++6vVpY2PEF9rO5+kfTql70okEmQvROWTpQ1AwbNKo1RrfjopvebQd8hecUhBhELFJgDp+0WECbU69zS9Wn0PKQ1pD31cql28IC/VCi5Gw02kngWOeDwaInF1ex8w8j++e/zXX1+gz3gEPnmxvP3z07f/+f3j//j+8Y9Plogz+aREhTlYMe8UM30ksSWJRzOJxBcvhZ9Sw2aSpWz0WZsGgI1EsIhCx2xC19sGRxFmynRKzABh6pHPo1JjLgqQ9BGmH17vJe97otlxLNU/iyqVhAJ2ijWMrobjTqHTqUxZIK/G5z5Jb8krv8HSLVSWGaIdoAdlyfgZg2UWwTidzz/z/stcCCZPciydVTidi+wi8GCa0NFOK7Vys4XzmoFlvjD+eAk5faBkZPKKXclgVtFVVt0pzUiaDWTeCGH22xXRsCe+59ZqJgdn+szQPsQMQHn67ZC0G72f7yPke74/3u8psT2QXZAPAIdbzBkOUbf58RDYbOfzCWQOQJRGDq8gzVxgdRVihxOlz3AZkOT7/ZOPh+cnJYgs0w+Ijcf2/JNy/ePxBUTf57MKhOf+MWVwo+0dnZ9X6oCXTOjRpdyfI7JP4koIUsgfSC1ctvPplDV0zaeUzBiqNFR1fIK/4k/oLb51XmlAs05GEJEX+Ifn5Y+HpxdV6jzg1kCsC0sbfIg/4YKPn8/wCh8OTvYOz4FjoeA7PqntYdTGa0qtSQheCk+iGSdWN0hmKUMp9PJDxz0uXtneJxb3l+9Wtw90k4xRQoRInMz3hjBzFriEE0Jn5EAQ67eTGjBdJjX6t64/fusmrHSGoUtdyMz2aFqOlUy1LeQZNPItwCqpCE8VYG1ZYGLJ9MXPjoX0x9qZJZseHXM8t6XpF1n++HmtUcfRZ9tBFPLxlPr6r2iVJTG2QK2GFvluHpqVh9MPB6UPIszRZIEhaTyUmfuVxmFm3ILR8LlyKOeDEWjBPzGnEINAg1DAoVZv7R0Crjse5UIub+8vbe1BK//u4evfXizvHp61OHMB6ioU+Z+BPveODk5KGx8/L6zvPFpcW976CNnLJJxJtangmr/8/AwIE0IVUh1w8Zfny98/WiCE+ZxCg16sbEG2E422lyLM7x8uQKCV6k18vvbhgFI7325CikLqNlQdApyrXbzBHaQRznyy9Gp1+6xSb2o6hD+E3t8fvPr/vnv0119fAs0CYS5v7eMm+BbgJUAmcdmt7aDbTdVg18815sQ8vaho2OzbNpmBrcP5v/36QVmsoGhtfD6GOZPGLL5y3BxKopTlIgeEomBLM7tUAQanCJPMmI7vVVpqFefUDNyAV1lZw7ziasEMmzrf48HPC4EfaTAtEKbC3ZMAACqGxYdLkOWQzryLJy7ddOTjDGHSaTLTtirGikgKgCDqvEpRXqv6ziKoByFTbSkFxk4LQxAl7czWOmddcs6io4AwJ2nNBT6rmTB5JjPbN2axZoTZCQNfaXGa+YXXaHTZWcZREgEWpvAdcdyXLrxYQtRWtGqO69Jl77KHvYrJaUARayhQn6HzolUaVDLJct2onfr0++Z98v5EgHY1RZUEmfNqs65AOSfxCCwK6WE6LtS6clOFgFJ0S9FMyEZcfFFtNonUlNReCAugOCDMcl3BHQDncKBCva231EpDaSg6pF87kThYQsIQKJQypmjoZLWpaqYtev3oe2GEod00NQ3XF73Yo1OMVYonylvTPQ3L8wMOZKXqb7br4UP0By8lShzT1HTRdXQPzecOcLpHh4mMqEY5cDLU/0cLa0vrHwGY8aYSTUell+4NYVI2a5YBShJ1hl1c8I+7VGuGstqDb8QD+0/XKOY8jrKMzr7kx6R7E/S7SS33jFM+coHnNs8bEor+P1AXSOl3Ar+haoCXp1n+OI5ax2cengg7O0zh5VVPqpURzwpF/gRdDtPK6zKPzU7NESbu0x7kOIoL9OMie1PeoXurRjdx0mf2vWbBmWLPpEL2wpkJOQkRsbTx8fdXq4vrO5Aehm2/+3DwcvX95v7x+sdDKmhLhG+fjy9qkHhn5fqvz5cBET+fl8kVXm9u7R/hn+RJb7TCdmR73tF55dcXy0B6uB6yCF+nghErVIQXOBCSdv/k4hNuBKHsUOiaIMy//fby3fsD3A1PBLx8u7l7cHoBgYwGxPtmfRc9BBKWmKWzSuPDpxNc9tvLFbZKkm3htFz7/eXK3x+8frG8jb9WmmpDNU7KtdX3+7j5Px683t4/qtFDvSCi5KQhzDZp3IYNm/EA5mS0SYtN0oXiDBQJzskqYPYTHq+dLKpXolHsNEBmv1pTOxztlWAwKFmVZgtQx4+C6Qgzq3/RKbIipGbYjNUnd0nnn+d2WtZAyezrB4HUZWA7UsovJ/zwN5LeORocHvM85jmhlm7S2XS3PlROUgbmq6yuQWqq/TIP6gaax64XBBj5LPa7dgHMoJt24EVJlKbP/JPYMMdm2edrdahy/bWzmdyOxR1SFIutHSW+Fzt24rkQ11QFGIDOdWIcYczZzp5xyxD/GkX7dIpWzQkz1WHWCJF+1AC6sHU5apCCGbppGWuObJG6zO2Iq5Zb0hTDpKZbLc1sUrkcHaKvqRt1VYPyqxD7OsSUg58ENXVTfgJnAtrRHXRL0Bp+N20HMs+jXMVAZAeEi+CxK4q76AkpMVcyjuIsN3PsUMsbsRybmBEmr0+s/mFISXOORwXufU/M7BxDhU+oPxBQ4l9jP1SPBzYSUmW5ObpEVc4Pz3FYQPBCzEKL3/l0indsU/npROq43BPCHKrdQ4adGXbxZVqzkoqScN+CzlyZE/59mow/9prkhkvBcQxpVq3pZvbGnG8z4ii+nOdWQCbpjByomWeSfv33hWzEqqYIqEbrmOHlabUOdVIxbUkAiQosrEXn2hUry1xDJpYY1LjTl59Fm8OoDXMgF/Wy73FLQ9fuwS82KSIr97kLYLgWXg41ZpuBXCEnjusH0GG39o5+fv728eI69Gzosy9XKLhIakOsvj94/e4DAN7WRyDHBsAeBzKtlhvNoE00pIInATsPz8uKTsryh4NjIL3//eU5FOSj8+qPT5i5lxh9oSkTtoPerQLhep4XBn4UCsL8y09PgUW5UMXz7x8tbO0d1hWi8AXiZZPmGtrK9n5LN5l+K661NPG8cx23MzxLot9/fLr07sMnoFCo/xBGeNbe0bmYT4FLhcBziCV+CsKcYtiUnKDcgZ6CzCw5Xdg1+awI8mz3y8wjPA1hcpRjq9Vikoc0RUvqznc6A92Q6l04sIBzKi3FDfzpJ3umCg3ybmWVQPucjSOV3PPwD+aJTfzAlyga5jeLhb3Tv2H9tRzujkOYIxEpM+T4DN42EQY2jk+Ym92yOJJYRECYNUU9q9Yv6s1So1VqKFVVV23LAchkbrf51sqZbxuyZo8izMucr342hJnyFHXumkiVVpZkjQyKAuAlVpuvKJFhdKMQW4rMJjaAUp+LVRQx7JHRwDzpVd/U0F8nZDO8vBqotpbNbOKHAURZvaWlENEkkNlUdUCsUq15UWtAsy6zWgcZhc8BOAEpUziqm43sSraUKjUyEhIWlSrzQZa7J9A3x2M3mruxbcpX0rp+ns95Up5wxUjVlUlxiUM3Bywv15X3+yfP325B2uMUWFzbkRDQLofYkRywLanlISt/ngiTc8OECGt21MFxFFRYmSgcHTu+CZ/bn214/Ml75QtHesLGFt2gfRewM/QWOFAgFjOTmBKTmYNMsmQy7MSm/kP4i4iDDgexbZWaykmlgQZ4iQ5BMgR01nN2Rjfu5rH9BVZzMn8CNAZe6LlU6CeO8nKQQzk4rAFFaSSnlDvJ6ifmVMnFAsdzh5fCpDfsvi9UM88xwI1azgSOIWonbSC9z+dl5rVY+nxaOjwrAx8+eLV6xnnXn0/Lax8+QaoAyL3fP978SJVzX797D6Eq8AAy9sXyFq4nvzlHIq1s7eETYFQIWyDSHx4tUk7ieYWq9nCCTZvI3ilUO4rbQTvN9Pl/f3sAkIn2//7+4PuHC4CpEPISSvRmfef3l6sL73b2ji6AJLmWUFe3bHQGHXu2tLmx+9m0HUGYuNXaDlGCeBQu1TZtV/oAhAnYKWQaOaVSsd1oAPu1hFIqULEo9m2bEizEOJAqLrWzzPc0W6dg7RFjeH5nisN0LA5H0fN8H4+r/Q5VORdfueN5VUWrKLT+w6m65CjCzGPw+nbLQjWWok8/7STzO+GEkuIOIvA5N5Cqss5uucpZF0ZXbzq2I1V4OjOzjos3TZh+BfHOxW45OJKkg1NGm0lZ5Kpl4wDTTLtlWDVNx4deFCTfRim0KeNftGYXx7mbET0lUld0Ni95IYv8bmGu7G+6kvCGOAqx0mp14/jEOjsHyEyws4jO1zOY+STL96G4ZWCnUSt6MRZ6ZBAuR8MYxOjnBT77x+tC+C/M//jnWaV+Wq6dcjkPtLNqDR/2L8ta4UqqK4ff5bLzWp3S1SngM1/tyVgr5dybVEFiruyUUQRyychi6mbxRaKrOCkqbMbEQfDppITzwfMDsQBjFoTJnCPG0zeaI8LMIzCvrTw++NaJ67pcNJkylyFY/oSXt2scn8A+8cE6bqomddxu6csW4CpJWJgl4baluU5iz/d1ZuyXfNKv+bJYJBB9tu9i+V40lLNai7iJDBM7VzLHmRw+ydMTkiJ35RXVq0kALy3T0zSP6if6eUb5EMjMEaaE1XULlR/FKJraRuaPLaVUdyJ+iiJmyGqvTMzzvVGj8en1M8q/f7z47v3B2ocDgLEni+u1lirROLufTx+9fgcI+op4Nj6+ZH83EIZ0ifJ6dj5lZB27gkVXtvc3dg9zhCmMvhIv1CXaInJiEhfNCML86y/P/+dnKuCLnpxXG5hT1TChLANhLq7tHghfMecTUX7o/vGL5e2nbzbXdwYQJlc6a+G7eAQuKyLMnBZ+CF7etHr4FNum+M3Fj8CWiiTOqNs6WUr4SFr6APgnznwiXTeFFVMogqW01ugTAaSJd10zFDYL4+3GStF85YwykA96zLN4j0GEKS2m8qOBmD58n+VMoUL07JarayIwpax8ktHVdvNE8lnvf8t8kxvKRjpzfd90XT8i3IOJ0G2nwsxRduCh5/NKKbqPzo/noi9UN8t16lliy/sRmHOqk5JGO0Blc2yv2TRPz+zzC8oxj8Iu1/fR+nEalO/DKa6GcPTdpVc5wszjH+bVThiXQh8XMpZkHvbeWQfzS8pYq6qqGC1Tnhmu9Do2umC0UeJDJ3H8oKHqEuAURv34VSBMwpcZwuRj9LLZaoqn4+6Lgbz20Q129FVGdSWe3BxX3+s4/wu33OLNVTY4QDqObrR+JjWJeAzIL0bx1WIR7RHbbUyJyYae2za/zpum8QBxpFpWpaWc1QleapbNSdAS8CbkgVmSQu7oyULWqcKb5wSqapfLdq2Kw7woWvPvfikgTPG1jfoj5m4bGRjzMKCoSMvOI9gLlp8By9ItHOVFkAkRJxnlPz5ZevDqHcDkr88pERvQDmcoVInjC/KD/+WnZz8+efP0zcbq9gGnlhPHL4YCI390XlnZ2nu0uIYL/vHg9cPX73Y+n13UmrmX/LuHrz98OlYMjtjpdjgoyHMDf9RLvrD24dnbzUcLFIoJmIo+oK1s7z18vQYkCWQLQCucSKphAe4+eLkKTPvh4Nh23SGEGRAbajwJYd69jY68ZJd0u6mtMk8tEX5gQZ7dbsbDP6wapCdORizvi/dZGoNMJ8qoWYtPBEp3fF+17JqqQ88KsVxH8MDQyhlidh2yX+U7ZbSTHNTkSb1IcUqm55SmQZjPflBOisDMYHPc5jwmMhFLzPMNK6t+BYSZ7lOulyom8ShpQ72vkD1ZMz03SqLZE5S+ciM2m0mKRr+62Uz0UMXZlMS3uSFMoatqh23fiywrdogn85J3VjEeTOAHZQ1wgkCOZ27XKzGquL43d4RJhAN1KjMnNDvzsffO8ka89yF5OJRAhfaamYlYN5zKMzM4MumCp7ixLEY0j19lhElVGARh9pgmt6VA9zXHZmDddCVwxNGs/OpfMgkgFOtUt4Lzwr5Nde+foomnAMeQwEtJuTJM4+4ahKwr3F9YjIxMT8w0R1so+zqde2fIz6JDCTzbHmX5cfiT0tAMByKI8yyG4m2uijV/s/QcCvr2vUDXnHLZqVYj3ynmlXf6dcNzX1v0lUnm8zymJofuSEmF1AA7Uq/w7ggTbwrYtrH7GfDyu4cL3z1aeLSwtrV3BMWPt3ZSabQevFr9j+8f/+XnZ7+/XN35dIqOQc4I2MbItzRj9/PZby9XcMF///T0wWvi4LVcD4iq0lCevdn46embxbUPu59PyvVmraWK/6ihUiLkUKbPwUlp9/BseWv/p6eUPQQoW20q7w9OFtZ2ADJfrbw/PKvUFSjR+qeTEhDp7y9XgD9PSlU/CO4JYU6ycHZ7YzBYzkuQt5T0m93fpARR/EaO38bEgvYJ8xnLieaIXSZFtYS9cwD1dWKMM0YbCLOuYi/48eB5mjNF5K75nEtzFGFOX1fYYsJaXKwXKTnvs2uyUyIwO0MRCJ3xlbOubV8HYQ6NLQYQGj7gZRk4wqUq6t9svg+VGx4HL4eTymcb+cusUmRnfvXTr/r1zQkfYulhgC97acR7BO271dKazYBDCtmG1jZy9vWMt+EWvRLG/vtAmOfVel3RhHroq63PfCQhOqS6iiRTSwekNO1NEeDY+E9hShSEKY4qTICiKre4/+jqknAgqWo9S7zfFVfwkQzEGSvX/9mmt6I+kjPUCXq/KQfy2CYLEocL1Zc0DaksKQYNLn5tzL326GgrWPbMWks5r9WZWd0wHccPfGF3HE861K+wk6TRwjjtfRcgMzT0pB3k6nxeN7yThcaJLaXzVXwZhT7TywK5KYZBMMyxfU6Cm1IO+y4Is0dVyP1Pp+XXqx/+9vsrtNfvPnw6LQnNL6YVyO3lyvb//voCIPPX58vHFxXKPUxSgd+h5JT2eaX58PW7/yY394vnb7cgS0WQ4iYfDk6eL20CZP74eBGg8cmbDSlGuXd8VldUQKMiWxHnZlqH5xXA3R+fLK1s7wNznpUbHw/PHy2s//D4DT5/vLiO+wBbcmnIDVxssty+kZd8dniZo50hl3qBDDMfzH4wRjFWNk1dSaIoJpDZznSWsRMq2rrEc0rSEH4R6e16ZDkUjNq/nkEm1BDVtJuaqVpULzzhYzeHuHnIbtqTjEtzHEPCdfUibXOoXmTOXzHT2p4cgTkW1d+On+HrnOD5u0ioSRi3Tc8rt4AwNWjdIdej/9YqoEmbjjBTXXtmA+zcIjAH78n4sJ1uq14iySly7gSObVSqWqlkqqpEawjChKbDtUVi2Xq36NX9IcwLqNSGJeQ/XxNhSgSd7dgtpQWQKQ8V7vo8mvruT8kzffoIszcfhNmvTU/n+/XxflcZQxHntpNz/MbcWX+2kVaMqRDrosP/zSv2II9qoJpBpuGwj4w3O9XyoALKxDQ151o/wllNNkdmZSFqBd8DvMTelwo+pXrTwHEKMM2JFWMlSZ4X0+f0o6ONE8l9N4Z20yFVfSj3IU+qzTlqhG3ma84pVYB1nKauoxnYuRxcOl94SdKbxV0QRvWWvvPpDPAPDfiy2lBs15XlBJS4vX/0bGnj1xfLC2sfGkCPOFGT1CPMNIldfB3ADygUAG91e1+3bFk2YRRVmypAJr7+y7O3RNL76h1+vl59L3yYbhDUWir++XJ5i8uFE5uxopu4CZDq6vsDQF9Vt+otbe3DJ/TtATMU/UZVg9/hgs2PR5RdzmjHsOzV9/uv8P/HF01VF05UqhpZrgPQAj83FJ3TfOaDMHsZwkxVmD7m7GbRjIlUqI9zXutOW1LOxZM+Nq8cYyvwUsoJidPcpeqfJkVZ+67kpnErWhfpTQEyJSAzYndSIR0sXfmEMDkjKUWYyTDC7ExeY13O+zPZMxKxr0TCSIa8k9dKkllIQTv9qkm30ey+JsKUfJkQcxSGuu1WFL2K9er5IbOvj2VC+8PbFC95P69qtpG/SvlwbuDBnKmHbCcROqziLhOEGbqO22yY1aqKnymnQcJeNuwRm5l+Y0kzvym6uC+EWa6WG8TJL7x/XxNhkgEz8HBqN5pNIExxyQmT4RSm+pu2AsKMiKtjHgiz77W8iX9cVo5o5Tb5x7+2C/JfrF1lFcm5do8hFe5sdqsRj+Vcdz1lcIe+7VimRZBSeAPwFImydlyb6UHmw5Ap0pvqYLquYhgtXW+oarXZKtUbeYHISqPleOQfD9jaMwnf9vnkM2Yh8pt3qMJbh+XPWObh3J4p/s2vv1Ax2n6EM8uqthS8ux/6c4eXjDAT4jhMEoBMzbBPy/WTUg2YDXCFcTtlrHi+D1R5VqkfXZSB6qX4BbOxEatkQmVxOrWW9nRp44cnb7huL5UXTx1VkG9RaNhOpangzodn5aPzynmlUeeykRhWfF0q8gAHmv3C6GFDUS8qdaIvVqn+Dq7ULdxEPS7VPp+WcR90FQ/FXUJMVI9WXdgGmlVwK5VZhblvMaeTO7j5eaXp+uEQT9GMIHPUS54RYWWtkCGefiurdJ/Dyy6Dz26WAy6JP6OPk2waZtFM3cQ4vgEsxYxJqpzQZ6XElf1OYiNgs2C11BTV4wqSUulySDFJ2do5qmTIkpnWdhn7vgz2KPaGmcokOFnC7wX6zmgJmRFhdvtFDG/DW/71vOQZ548UiG9SLrnRMrEoiXodQ9q5BTPk/be+Z39yztcsI9+PkaMqV/eOMHNeOKI0CDzXMhWlpae1pbJ8AfblBczuJS7yG43/vSBM5mqucu2elKD1K65PqbaDUWo0G4IwJWtDkoJvymE7qWVecqtN9PUEL9HUuyFMmVMJo82rM1/bMgsbwV3Xcyl//NvbgP9EjeFliHPH5NOn08mzO/VohhofN2qirgLNpnyY5CtPKwdlDJm3ZEYabRJ9gZ3e0DSgyvNaPQeWeQPg9JlbjGr5taftlKsC6zK9xaXkmJNG3KX4qQjyKiQWu3BE0uK8I4QpSRa9r8ipLiPg+B5jBsUL/bSE+j0gzB5bMiGRHT+wPZ94gOM4LZJIxI+UmGM5DtVnJNLFDldkxuwEumUDAVYayu7h2YPX735/tQp8WW9R3d7LQhlNsnIksceFMKTyuBSV4IDwroBMYNo2F8YVGMasOFBnXJcqUCRcbOIS38I/cROpFIkOkzmA5ZkcDUBWlPPFPMa5N1zse44X8PU3RpiTIVD3stCKHESjfDsJM/2mVi9+OyLJZHw+ijChx0nIZRFzuh6bMR0riIIsz3rAjEn7hXJgFTSOxkyScT3PqNojsfBIWkfGtc73nIAwxWKZ+8SFU0Lo5lzXnTESe0oW+RiEeavq4aNsRffXrlLe8gTiA8Cyqho1zVQsO0eYybfK8JzHqMeD7KMzsl/mMkqKe96IpXCWxgiTtLCs9Gc/vDkFmRxbKJ67nAlTGHiAo8TLJtwLkqc5+3PJHOe5lUZzXgiTssirjYZmRBxJkq3PueXdT1ucvBFc18aebVIJI00qkRVY6+eTmYWRp1uaBocl0A6HmNM0dXbdc8IaoNU1Y6hMwT9up8p4+GcFnzs14u3BdnBtgZchVVMi49JNY+9v1NgeLr5yaECRVKLnZASDo2qDvJTGnZ7SBdrxpGrMaaWKTToELwlhthRxzYtBpjdhp+T5vGk1tMy3RXZLQEeMm6F7zaanKkSPOYIwU6865QIHaQXArwIyZb+EFI2pt6CVUyjmnOFlDjK5ZZUv2LsnqIbMmGSrDG3ASwsHpxdEUZfCLyljCvDy4ORiafPjo4W1n54uffdw4fnbzYtqKwijJOlnJWe4i2jSiX8pjrJ6Ov0i1BLvmhTSmcXUxglcHAfLD6UIIjbWBdS3UOpZDNxHSg12BpCbWDL5/slc4GWOgoZa/4kSYlFI2c6RRrH2GeH4kbjQmAvhSfhQERPiPIVWLvk+aZ71CA4EwCZuzJbqBP4Q/iz2TcBkJ1/eA4zr499R8N64qmFUMHL2aJwpWeRjMe1Nxcgo4/p971PaC90OBXuoxkVTBcgEwnSwPKGiJe2xyT6z85vNnQlteC44iJSXRNy3Xs487Hms441YCm9y59RzlDMzXGWVhtBhiETmYtWZmdmnmBO2zplMvyBBYilGnVliy3NtquUxN4RJ9Z7qTcUwIQDT2F02/N43B4u8SxB4gHm6oSuqIhEF/cqb87NBSRwsezdSezJkG/4JcHs7hCmWXjFE92bTEbIMFKngY0kg358RmLduKQtBHBKzuq6HUcAxdb12u63dJPb+pk3WLRneiQ/TSpKBWj/4D4fO3bUziUKUkhmTXA/VlhoSxL0m3ibX1lnU9IqfADGGrg1saZcorzz0nHgkMk1O4aTTphouEc79qDuYUjR0CohZY147F7LU9hzLtSNOZfoKjckqye0Vkg0zlN+ljobNVXnJkU1CvkMVJ09LS5u7D1+/+/XFyrOlze39Y8N2STTMD8gV8UaaWCFWZQ6z/DpjcqthHLBkFm1ZYp8hkNkmY/EIGI6GEKY04XaD8MSf0hDNZNje6IVBVdUrimb7fnscBO30EWacUxLlgZpjh73voyQveWgYGrY5F+xLJNs9Z0ibSWrNUDezOOM3Rphy/xvW/rhL4yd2/TBq6lZF0Wua0TQszXZMHK6eixmJiQQ1qyyWWeEuR+o7TLr5EEPaPHs+yGE1Y3XIYt/uzxZX9CMXEaYE3sjOCuPQ9anetHA1c9hJIhGGBrNsO6YZeK74hXu9azBwXsmO0w3scn2eCLPcbGmWBclZ1LDuO0ZXSJzEoMcFoHXJ68GAqJoqWT/z6sCwdyMmcjY8V9i5b7wyJYrjhkxTovNKyDreVHryp4v81k0orXx/AOlh9fi+LxSjc8kRG20y+8KGVOTDlEgMnTZ7SsuZpJRZt5llRphuXdHOxyLMQmRLh8w+ZAqadJrkQUfFMyvV39mM6UPnLZftcjly7IQsbMORaWmORhKFbXEch0ydnerUA1WPJcaGbPvz0Z4o+I2YyaO7U4LP2NBzwZZsP5QwS6YB9z3SUQ3dw+SyOxtXWq7bUDUuYEFRkYCX8uL3kfM+gDC5YuNYO96304qWzKItS1CQMGQKhk+vz+tRhkHOa5S/u1TNoPqMvic55nK451lIHUaYNU0yTTzJNBnTqyx3Kc98HxtHmj86RZhsIMKwm6ZuWf3cijRbczaMMXuaT6eYmH8Tf0Hfuzpvq9r090qYjFqzHArFBMhvKuVGE62p6Q6h/Tgnsc/MhtfnMeUI8D4q0uaPyEFvtyDHZnnlXgb27sNSNIowe1mh3k6mJZFAZpApFpW0JAGDTABMtdk0anWn1fJdR8q2Ttc4MssbQ6O5Isyzaq3aUnAuxtlBmXIo3Q8hf66SEOUdEUKawkpkk4dR6mymCBO/zOuJxL+dMZRK9roEQ96OKSiPwu3chI1BdN6MdsPt/BmBebcm3mouZDDsrXZpT91jBMKVUGxllRSKVctFaeJqJDqfhrfMNuqw40kxzFKtcTIusuWs2qiruhcEfGImeS3UL5k2KlaCXAz2ebALLC7iKw+h6LaaXqsZ+x45iieTeADsZZY9cd2SuAPslNA4YYrGX9Er8SbPZahniVubGyhiR3mQ+ceL5jXKI7ZMiHL8BMhMGGP3GGe6nu+4Ps6DTofiOe+jw6M2TKL9ybKtv87g3Go8U0tmUvA/ytrDW1AcQmaQLBadxIeUSx6nhko+jFKEyfSzbhD6UruKWwYyuzEQZp0RpslZVFMQZpKkEW5Fw9oUhCmk8eSpJ/uAJbWeefubs3ujboQwOxnIvNEx8TWzdItNolIxbabntQyr1GidlGvHpWqp0aRqnpz+X+QWmKUOZnG4iotn7p1PcyFvUr1dwp6TGd7idm0swixGdORSOoh804Lmq+V1W0T3MVRFq1SNWs01jNBzI879meRvpdiVy06civfAdOw5esmZCVPFtkmYkKQfXzrvaCuexDROVYyxg2exx2Tv3TSObk5eTrHKRpRrrAlfYo70RBe+KQ65Siv4kJdqxpi0oQhM9x6Ybf6tmmhbYUheaYPqHoZpUQnOwdH129civ0kf6MhjPkzymuVPLNbwEvB5O3tmmufiebVG66xUHQKZ5HdotFq64WXOxKKOn+agsfTDX93A8yg/JZGtl1ftydXwOIni0E+AyZldZFKpi4y/qM/3QjZk5uekhEbLwjZWdF0xDJMZLLtzWuE3PZfvAIfIFgyxLgRQQ15asW06rguQSVHizIjYk2lyXdOyHEI+JMbvo6tDdQzFrEr2ZEb73zTIzLKzi17Iq7Qeq0+ljRhPCrDkqEZiWceukc85XDOS9xWEadu257vQa1K6oby6Yqfthn5D02uMMPHNOBk/LGJ3yhPfipbV0WEXhCmoXg4O8XzhoJTDS5TZ6x2+N2TCzDowAIOvhVh/FMLMNyln/YR1zTirNQEyGWHaQTssOkTyCJxrbJgjG/92kQOzzEteAHfGb4kH7f6q0owizJRrK8tKyyVzBMEdQcO1gXCwO9iXx3nlvqe1Wmq97mpqZFttPinG5ozICGA66BiIAj/yMWWluSLMpqrbrieUd/340nnDy162AhkqB5IwLpCAuNCjCLizd0lxdBTNNnM1n+tXAjNjk+eUbU2cSURp/iK4bmRfSkMvOBY95ALuN4/A/JOh6K4t4/4yJM5BBDJWlAPFjbQVS6Jt79VDVNQapHqyAx0tSdIYPCbLxdFza3tmFmUaAb9WG81SrXFWrZFZoFxFu6g1mppuEdd6MKoPMqtSIOe0zWRHOtUaiIR+MLNkps7BjLeQXVGQ4VynjAxEgFrjKvZyi1kPJQHo+l4LZzoRCmlQVMv1Rq3VAsIMZ45Mm3G05wvbxuYLswETMJI80EXvbfECfG5aVC3Upuh6kgBdEuZpdSf8pCToeP6QbwhhdnLeyH8iSyYnbouedZkizKAIJvFTCjICQFIoZsjIk8MVpMqP7CZOk7QDnKuDS7TNCLOpGw0gTGyNcMwM5gu4w0pZSgufUcRPQZgJB1pL9zJfG3Gta7oatYNZYM+MilJxZeYmsjxh/1qEeX8n+OwN28TgEktntUap0aKKCRApI/KkUzRrXzdiqZ6S1Y7v02Tdis1p6CnM4Nq5Uf7RfWfrDyDMAu/oJJZ4P/Q1zgLIo7YgH8jnoii2qgam2YbyS+Xuw04c4Y9Xl70vV4XXYcK6IA69yPcIYVqlRmNeCBOnlaIb2OedeXCtX43L/+oHLbB1F6eP0F2KTU/T1CzLm1K8ATWpRtidudClicUSD+JKsplkMPRGo965uX1bLEvXMhCOrBaJwKQakbPzWvzZxo5/llND24m94VJeh+0bFh/xX7HCe86VhP4wA2fAuQvtudgzIVgIK0aB5TqKoVepjk/zpNJAq7RUm5kwIyJsHD5NcLAC0QL1VZutcqOJDY7fbddpU8h3PxoqJdzLI9AgwAGrfC8EdvKoBvT4Smp5yWbeSoC4GHRVN6Cl1ppKuVpvtBQv8Dpz5cGbL8IcqsqXN7FSMryMhjJQhq4BzsDyI6nVjkiwZYxVRE9hmYEERM0VpA2lpdCHTJV2T5bMsRnidx1zqbXN8FtYMdHt1CHOQZX4iX/6gUerOqP651DLWEhZsbs5YRMgk6jXwxGQ6UWByhZ1ky7w2iOzUKTHLOb4DI/tKMJM2jlFc7FepKr1EeY12/m2pvhuNh2znFb36oWcVSpS7HRsUX0ftdxUDdcN2lE0WqazEAIxNutnwHZXIOlNCq3T69xRzghcnB0J9F0/95mtP4TErjLe0UkIE5hK6LyMLJ+FzqYwcLBlNA3bBpKqg1kwjcjQO2GAm11lPr4UMONgbd8LwizVG5CVgEzd3l0RpvjBpabD1dVA/zucXx+noxFACZXdCpCAbSpZ3lk1H2EYm0+tZ7FYUhUGyTW+7LUZYTabjVly2cbOe0iOm1lrRH7pR2DaTCAQfDX886/XJPZJAh44W4oqcUv+lK6Lxzz4mhXeZW0nwtfHJRXma8/k2hMdHKNu4BFoVLSLunJaa9VUHUKbOUkiIX8ufguLE4fsRa1+mhEcZVokAb+rQkW/zHrDMhMHU+CFlum1Wp6qRoEXjx4KKRdxN6s3RHALR7nlODjUFU0HvFQlr783EPZ5p0HOnDhj+WTGgRlp46tpdwrsPcJJXkCPFIEJzBwN8kmO3h8olHUcDQIMc3uZxQADY6LZXFVwvonefQruy24RCM3dkplaswcK4swJYSbtYm4O07BGEm4k7qQ+13ph6GQ2AeJjxnh8hpI2R+51XNwOo5iKUXKLvNDXKFSDMKjrue0R/oEiZh76faBySvphH9Vjl0kIfbFeJASRKpWOs6np+7JHoN3dI4pnyb3NMimEqfuPySSVDQsBVdeMckuTOp5+lPIX5b5dThsUA3WazsCQssdUgv0yTP3iO8mYavJpBtkdgPRNEWYagZncb7b+OC/5NBsmjWcU5GgKx41ooMTBznlA+CQOfch2t14PdT3xXBxcMm6ivwObBe3gPhBmud40yXUbyjjfzvbbrxuSxeX2o8J4RlJuNE4L9bkwCgSy6LDYpIMMY27uibjTOs8iMPOqXsJiB4wHAaWq6u3mPaL/QokomGVNUp5dEkvWoWR73ZPW86/d8uQaTdMURQFclwB7ti04okTMSyu5aZO4F6wKsbHoHA8z3Z6Z5ZsTj8TUbMrLPFsnbEem7TRUHSCzphoh1Q7ojEWYkNiqYZaJSLMme/ysUqs0FeGL+FLIoEwljGwWiE3AK02zzi/sUhkH6lBeeSbP060t+1p2dAA8GvhAsDY2r+9RIjB3LBmJEb3xvIuHKKttHY/wbI/CPxL9nHOUJ4CMop12RjVZRGWCMEdzfEZbm4y3TLNGeNLqFBiryHOqqa5LWYR3B2ZF/FOMxLsnS2Yxn2JK/svtWrHoZPE4kMTwSQgz50AQZhjsGovp/nxaZmHAvnXMBRolb3qeYlpNw9RMy3bd2RmucsbLYmpJDi/RonbIJ7WOrkoEjlR2IL5r1qf6zJmZG3fIqnl1dQ0T5rUW41miEEVOdu4tA2X2bRvF7aZhlVpqRdEaUApcB/gfIDO1uZE6EDi+b3uepCtKzjgd0FHkSYQEh9r24eVIDaZ2VitqdLSLAzI9ivVqxCZ2nbRPIzDvNVt/CGFKSuakHMwcZAJZiRHDTesaU7YL1q2qKjglfccxm029VDYvLrxGIwl9sRXImsHA3hfCbDRxLqDzkup1C9tvHsOc2hnYCVJEmDgR0kHAYRT6ZM61KeEl4egaNcvyzqr59D0Rd5ujlB0oz/aV+0swJD6527zPtHlFqgiTm81V0Wev/vNnKza2A7uYSiwV4LfMOU58qnOvp3PTJrnbPXY0i6dvwJ7psj3zsm/PlJqhmTFzVr4s8cgbll1uqtMRJsVB2U6t1efSFM7blo5vRZOkIsFkdA3ot1R2ypU24PpIXnnOSHyZObA6mbuKWcpjsTNIr+K4b1Xr3TZE/2qQFTm+zowpCJODRIXbfAziyhEm8zGOQZjXmh/Z5xtJnlcx9im1ZNLMYqLMJJloR50N9gwwfg8Av6sxlkwxBhbZe26BMNO0ly/zR5j90Sv4szBHeY1IigAe5CnqDILeLlcGtym2irT1ND8o9DOQSVHHTd2sa4Zm2VJQdcZxyE3EWUX1/J8pTxGeoqiKMJzIfucKksReFY7UAiganItTdi2AnG4x7ma25estpVkM5x9YsVGiMRu6WVW1mqa1IA5dx89ibxhh+gAB0IWh+QJt4hM/CoE5DdvVLAcziOudAIAncEMfvzg+ZSzmGHWQs7c/Mv2h6FfLTdvluCqceabPLIbQr1YvqYg0Uqd8Z6IBs+grdzwqb2dk9paUQ49TXfCx3mpp1apxUXLrdUKYWKUQzuJlw/gzwsRo67ZVqs8BYVI1n0qNqrjidE6LdwjCvEH+SxFeCm9eEWHmQaT5CEg0i2TkkfbdDnN+bKnmk/E/3AktoFcdqfaSVlrxhevJ5EAFHOuQxje7YVaF/EYIXPQdyvGxyWZLtNh/UGzMP2+TkcemZnipiosZs5nzBXHkyX2xX960DdkzBQ/j7BNzGcn8y5SnS14HP9kqcj36SivGBn5V0aZ7yYnpyPeBJy9qjRxhlhpNzj2fuLNSMyZUQNOILLNL9x/jl2GMN1jrJM+YKEryLC0lNSdyPMMtQGYWgZmZItlrlnlOJ6KXKKEjLJwAMjOEybUhC4ULZ0eYnaxcu8sVNPLYp0KcsN5SWrn/93Zgr2hVK4KW3GIzZMmUUEah8bmdMTOHc4UJnY+XfHSaUk6/OCRwmFFc5vbMsQiTCVUi1yN/kARZ5RGbxNMehabrVRUdGwT43mMIOvv4j8Xzl4zWpMJCS0kRZsZlEZACyZE546pMDls1rx3JAjNSpjiMaApjLKVjQeZ1VRi+QpNoTEBHAEXAS0xKQzeAXvoGtygwHLvaUirNVsugWpNQDTB9UJ+FNr+m6U3TbJlmXTfwO5oCLBoF4yRSWgyrH5s3ZPUStXRC9jph0dng5Verl5QhzFDM0bPAyzz2ACBTJV85+W3FjYvNQr4VVcGJZBk68Re5Du5KJcJCP/bdNmt2PsNLJ/CAR+eCMIXzBIdcFLfzaP8bIcx8HpOchSCjPstkwgD8lghMgZfChCacM4PVfPqeiNvNTrHai85VOxnMkwlIZ3vX7CUY8jZYhXxmDkzJ6nUdqUJOHJh/wssbtpR7IYsnkdmk6pDCea7rnu/+sbK02IbsmZJlJtzspmVwJfqE/0xULZT7x0y5s+y4PLqpxuIXSn07STN9hr4L6QRwZdh2KWPNPa1UITEamma5bjTBO5DuVlLQA2Iu6qZUPO2RjN04K254LSN0yuLLNsU0NkwAQyGTcdyb9n1bvcs0ArOTxcVldD2JVEscizDbKcKk2Ly8tkuSc4AnxTjM/ndvhDA7WdYP5rTAWNW3ZOJDh2oAebcDmTnOyW1fA6j+KuXGLOIWsayK6UPE+E2fm9uCJmW+zBdkki7AFXzEIMm80BxZMUjXU3xfIqUMPLFRuK6Tw1HcCtgUQhZbo9xUsdlcj6yauGcyMaO8P25S/1d4MvPaneJ0kDR2PAsIM2NUptNflEQri7kttrzYUD7+s+RMzYIwh66fpLL9UZxFo/IE/QeS1G3yvJRbmum5YUx55cSxE0MjIN7Fs2qd8aRRIe1Ab+hm07AARwEsG4wtSy31vKngZ9PoY9ThJMRBz2kuOnIduYhMbv1G3a9VL0lmEAsvk13xlCDMoeaFHvmFdU1wjpye+AQ6L59BDu0LvjOR+lhmoKqepnnsUPNC3w38eSHM82q9oWo2Zzdn58vN8PnEeeTjqZg/LgA7CMnoJDUTRWOVuBqp3hjPqaK05NNBNQaalGovEj/pupAJplgbbnHPtALpzDl6Ykd1M7+8/xVznP9lGuVTM6tJXvibs+RSCc/zaxLE+iYtwwWWKlM3KDsJigbxC6Vhe4nDznSuKjsTPzzeEccodPxSU4UQcH2PuXGGEabEGzueV2m0cm/Fea1exRlpmA6zRoy5eRonFvMRDwnQEWKuKB5hLkq57Dpj/XSD92S8Lf509sUkcdSBZl3IZBztxmWWEyFx/gwvx9T4602ow5JDF2rc874fPw3oGrZedga51mdEmFJfMivUZQxZMiErWkRZqvvMRHdrkDlq+8rtY2NxYJq1LSVvxj13OtrJMyyKeP6m3Z4xD12Y64g9PgwYZPr/P3vvoSVHjiSL/v/fvXvvNFkskSK01pElunfPc3cDEAiZkVk1bLJnuNieYjFlBOAwuJub4RhivkivTxbm1eAEBF1KLBzDCqDbl+T5ixfQ6nCCKEpSAplXW67A/4TS+zCE1AoBJVZ3l+4Az3NRawOnGkIoKJBNno5M7K2Z5DnCvPr4HQjz76NiogvyQmeGOs6zZ8en++JFcSoE2kbWZpJnBmESqgySLCkKunx129AZOa/KiMXW2IzyyfVPPvulFbMc5iJ6tPuLvwphvv1EvyRzBwGleEpYKGt7FFURWMyxV+GWEMI8u06cxoQ/CUbSZSybis5q2fmc/PgR/uuP6MdjQcCMpvrXVckfD3TTQvTUoKcAqaEbVPsW76PW1+0sdVD0OqEZEJ6JvVYYo19ih4XC2OcdpVV9XKxz4PYi2lDs6JdLg+Hr7fmu0ZrdnVGnCAOV4DRNKQb9V2X9pmE0IcFetpW+Yr6bId/N3Xfkb/j8qsrWgw1SlCqfqXEI24QU0nc28bhci4H0+0pymD9O7jkIWNi8zOcIE+e+oioJUv4h7eTsAcQFi/M2wgSfXFGpaWekfZM20Cypm3KCMC9Lyr3b91Fo/IIwae13rel1tV/EdDZdjAiewEttjz5AF1MythI+eiActQ0SmE2ndE64r6Rj2DnPXiqsKCpkEx7g1QF1Xzoj+9KxyA0+WmXX9VwKZ3AruzuTuQMNTvqjFZgfGrc7O5nWLaLWO9798whTXfxOsZe5PCGtZPqJ0wye0dXEkdO4ZuALQv/fjeOjH578yAtjEYxVQtNzYGnyluiTGiFMi+GpEWYujJcQGNhsZNi8lhGmAZloPhvSpNMM5x0Ic9tT0sJCNxhtf3n0M/0paVm8eD5FraMXEMhkzT66sE0Z5+nT2Xk4nBiI0IGgosOschcV16euqusozblu7gZ+nGSEjLqmGwsWLVbA590xe1yEtoPYz2FgmvdSCPNVm0XuRph8YVOmXULND8iKZi8hzCiLM5rL0s7DlMssSR0nfnwM/u//i74/lNwqwm2bX6W4busUfdj8jX1K9baKiN0R0JpWQZsh0GKHTY0mJNYpzoC4a7Qo0LXR3au1rvvHKzRZwO3lInLcPqvj+nzBb1xx8poXUcVh6tbOuoPM8E403GJ0Pv63i/zWIXo4yEUHI7cCrpizLN5OBuOvMEw+E5wQWztLpuqIGbI4T8BDo3M9BduHo3P0/EBE/+YI80Nj0ZPnEbA0IJMQZpgka1VyrfkgYKytGto6Az99fk6Ph6pI7bVsd5TvHLbWBPxQpJW7nlQE3seKLiZ7edEs8aXt2EBEPaRKzglM4WEKpOT/VjJUVnOBmVlD9sdUpnYOYJuSuzgjgExTJZGuRvYAgn/9z9FFV9ldHPwlO2f3mF9myu1/41B8Qm3xppRdFb9064Kz1H82sDGhPiqMjqasqzjnBhPu94ki4aW0k1y3nbfk6wPmattMit1y0RpkWQlh0irFSdDyq00V1VOjR6XxCCSsabG4BQaFrmU4r3b6TC7dRuj7mfXc1SVvI8yqePGDh5PzeHafXI/Q5lm6yzlXRr+hg2+SluJxcNH6lqKHxikvgp1AmHFGxzR1ttWsidUungWEaVdebmWD/0QGpnovWRE6h6kOHTvZmFVb5VUeZ4nMWFUdprjkuE6YRCmdhg3ILHMCmVnop8dj7jiNKNSxqcQXuUbaWusfeh8cfMm3PUPHKiLXv7VQWSQmpLZ7prhgVGJY+fp5hGn6xxEN4BFZi05UyBIxMb3yrbNLaWBSZGgokuxdrW/aS4gt1//bRX7XoEnIHINk8KzXbj4RmknB7vjbP+eeAXwFo0l4DRhnECgr2k6XFzEZn/Y8ypklq7jT5+F43kaYNOq2OXm+QZj/EtUIWn6NkK7nj6flPCj60nrN09Jzk4eH5PGxyhJbtsggzHt7wy+Q0QCJzihnKuKljQQshKn+2mOoTVanOilgcQFepe1G1XDkkhhtAmE2S3pHaNtBbfS+ZCM9C8Q81FKl4NtK73MdRtEnM5m3wraBwirX2e4xR2D/mVbvmx9VJeKQ2cDebbkrrn5ChNY5GxOjbCovSU5B6NIukKb0xUfHlr4dPNBrhffWwD9wGnKYkhtJhY3PfpF0l/Mia5ba1SeZZJXPVOKfpYxKvW9rcGkDL0tb02n7Lm8hzJ+IiK6sdE5AdUVTOXFMwPKFXeN9gEwnDAlnPjnewQvSYsH9FiixEA9KGgQ1CXiNusXXlYg2EOZN7pD2q/0cxK67V7jspU67My/y7QGOa1pwvw+8ETFjXY+QfJQUmZ3G5EHn4Dgs2FexlI65Mkrip89Vyf94fP729PJ8coKYAd5FV29NhMdB7G2mZaqFFyTVYPWPq9TH2mDrzDJJY1sTEnx4WrZ0tKObpxFmiB6o+24NlCdFb3DkAo+KBoX9m13INQ9QEq20ZeydnPTWUspJYUTe/beL/MZbKcC+imLu1qSLj+IU/QaCkxTwf8ec8JvtYaryIR1NEsLMpqLxwYKWFFIuE6URRLm8LJ7Z3Od09n1TJV88DBK2ObiegZeoWYRy2JmvgonmA3NdurrJ0uxwoFHTBLa0MVvb7u0ukCnNUKKpIh3Qdqe5oVkaKST8V+lU0DakelgsfHgxeUvp3+lb44UtTT3S/aKzl4tymqh0l3KKnBTQdw5kQel2AHugB+RdeEcEJuBm/nMymYZpZpLGwEhQZYdC6a8AL/Wn7bTW5VB/RMZ7A2RCnWnOxsQLwqA8TBNPllktpcbJc01ed9HdafJe4m7JBTh6R7SWB6K1XkjOZxFhDo3//O0w+lfVS1vbKc15ed3Wpb96l1dX2U+s6q58gLc3LRZEiy6tiijPkjKP88yL45MfPjv+E6tlBk7EakXiIznKa3H3RNNIRjp0o7i+xQt4qUquLMnuKHv9TNaB4q/KmZfngyiCTrzI94DMrMyEpeODkciaRWEQEQabI0z6K4HMIitq5mdm3EsefZKHSfDy8XBy/BDwcgL+da18q4bVaRf7dsS6XIaXtZDQJq7cBmFKDvOzCNOqj4PjqrxdgN6hcn8rB0PRAARhVnyAusFYCoo0aGtCXPovvNw/kDfO8lRasCOxO1SJC1SZf6P6uD2w6QMnDy4AXVcUYGOq6irb5HXdxKtiQJhn58fh6IRBnKW0rBb5/Fwlr6sXx53ULLwwXOw40wizay0MyfKYtJSCoCsLbgGcZwM+Z9ljd5q3XS2KtQOFz3T69LrfhzdcAkjdgDBBzuzNAX+MFkbamKZiPquEShmUwGEhLZZbbj5Xh85kRuwL4Lkq3SoqFnRQ8qWAzs1ZX2r3s409TDwf8ma/jIm5yamamqDhb7xb3V4WBXd4os3GJPhnfORhMli2VVLkhDCDOK6ayn5HqG6yoC4muf4YawNhJ8syehfNaqsJXtL9pQmzlvlcpJFg+femgL4OMicZTpvAad5ioo0/319+ZmfKWrgz6XTAHtRw04IwTHLwghcvcMI4zLKCfj3jSfaXnjA9PZJboNO06Vql07WnD2KmY/MZhPkzO6cwQzjHLjnMRp2LNzN4SyMvc0cruKraXxwRwozzdIowrUH/RBDUi8IftyNM5C2/PR9oPLBVsRcmabfkgYJy3lrWenouwMkR69f2Dx0YmKKynqlsHiv2yAsiexMn8bhKfifCFGZshUJVIuqIkkBgcIh8wh0u56hLgoi+8yQooFQdHoGfpRvlvz0+t112un3g0tPIRZMczpuxkFrpn3aqlP+ag6Z3HIe0+yk25usr7TfCLFVszEXVghHCPJ5o90xyOnjmJvNpX0DV6XN27AgA7Yg4y+arXu19mlONOjgBwNe2ocH/AiKQUiQbOnxfhTd1J3ne6jTv+kYi6pBCNMo5ltImvV13Ge/jRiV7QKEDnBgQJlKUBZ10pVt8MggqpIIhPokwVSZTzkGe5wpLsEBNH3AoFNGqRQXFrxrz+qkBNoA0vw7INLVg5BXtHRzAWM2xRbtMzcaM5Q/dPeMRKQ7LNYETL4pthKnq45o20O/L5dLjUwGypVaBMAiT9rWtu7BUjR2qhFarkRqt2NZo5InWpwn4tG/c0PW2oo35K7Ax7Yh0EX1d7vllomAZU4RnC7CCvifr1qpz63DR6DzpJ+kpiFg/vyga6di6qpCm3hE9gxZ90eZh3vr5f6b6ExJl3F9mwcutDN4OhKl9q+MoYZCZltm/A2ESvPxxOD2ezj+O5+cz65Zk612lipM/9us0vQCNjTBn2kSmHbVV5rMVNHIn2EDzMAlhltAD/AzCRB6YwCRzY6RbHC4wKKPc50GJmibNq50ekYb9wqZyRTHJ2f67Z+Y/Y+gsn+ofl1x0h1y0ZIGCosy7/verj9tDe1fRtsjMDbAxA5HEBRtTCfsIR9HUykW9v6XnPJ2dx+PZj1itqBBR2UncU9rsRf48RpjQv6UntrPTlqG+aIHiIdTzP8FqoKZ9u6Sgh1Xf606NIZcy2eBu1DGWYzsjTNg+wkhuwrNS9P6ZN9+bgqntJDmpeZiVRpgMMnlwkzAPgzA5RUX/UkuneTuSRrx10BeB14Pvs5UG/KdQbOUaeuhTPLy1Y/0zCHOYP1Ym89dBmIoVycquzeBP/T5yb3yzVDoNsmKn8oK14EL2IY8NzZV1SpvGIMyy1qKCAkqbBqqbvG1dRZgXaekFiCXkB5YUOnM9zyurqZvP1buwwTIdrkYz7W2HZGgpMoYDdbNfSGkurqy/kY05jUuKVgfF2qrS7gBtb5EkddBoutaJkgOLFKX05RuV8tqrYvFuOVKBOXPZ/dzJ+DkI05wEJVgVtXYv0gizu6lWTgiTq+T+4MedZmkYRzTS4osQ5tPLHzpp+U3kSuhZQJgvjhfESWExMBe/L3JHI4Spcpi6JqWVTufadIquLKLECaTDspHun91Ljvl/X6ePXXnkargkDBFOYbchr3+DS5F1r7v6lnmFKyZJjEIsXViXht76v/By/6BLPWEqDv3jdH+jsPlV1S9v+o5GsTmRvmN0p0JQkdYInETQcGqOJ+zUU5ZuGP84uU8nl7ZOAtu1Ov6MrsabEJ9i0ZobVTEkGpw8n561tPcNmczeqiURvOT8YpaWgV9w3rUwynJv2j5y8JoxGdcbvdhsBg6UzGtJPU0SQYOjuu2rjo994cPsYopSXq0WNmajdDJ19wW8lgBEuQ0DEoicPipqcVe/A4mZznTHcQiJgBOOu4zWPwKZjDyt6u2XIszlXXiUyazLXySNqXq6a2W+Y1rd7a7qif6nmW+id5dTpI3kD/hIeB26oXRe8MLYD6FAqyiX0tpT0hH1chmS4Rso8VUylrROaVBcwlQED5PubLWFMFexkErgrLBMDc4cHZSa2oBMo9hp56I3AO2XsDHf13tqbnoRA/lMAmry+e3LZSPMrGTEdauKxUBFvkhMu3fjuIow774m9kDtWIQvlFWEjTB7ywlrF8IU3XVoPwocamlFsPdHFKRF+gUIk+Dl8/Hby4nw5OPx/ONweng5fgfaFGU8inHbCBNL2Gi7fVhqdb0mtLTtUCVfPJS1ImLMxU3OVTJrxbwacoyfVyuyu7ZpmwZYFYI9HHzu4eyp875s8fZnvjYPVaVerAy5I+U+dfffaHzJyrJfjZYYFESlZFmLTpTqH5dCVfEPYLRKpexCGyv7pUqvH+YbzRzM/w94rkliRxTmOfxSvCU8evSCZ8c7+kHCLbTyr7O5Tb+hABVlyfPZoaPlH+PIQL/My2Itrw6k9/o6cCwZ4Nds/ZAdDunxKH3lXGE0apZwGMTWb+9BggduVwYzHdDcR9mYTnNVKNf6NjKkgUJv1uDGL8HLUhZyI9lR5ZwO33SJX2qnY4pny8jWqCBCuaixuHBXO3wnI9B/KCBIKaRVTgGi+ks/3KqMtBtkat/D2UqxlDGqtv37QSbolPAlt8HkIvqadND0wj0A/wrFLwodjbDOWkGYThA5vugsSlkcupcC7Nuxgmg/eRfN/2SISDMlkC6tlnVIjCO5uMXNHMkX78Johg/9L7v1QjV3dFI3N1xNQ2ddRFBS+9irQLi8Kq2enTV37/0L3PJTGKwT5kwb+iL1GGFWCmHeHFIAMm994jhcA6Uvay+/m1P2Oif22lsoT2rl+jpxuOhHEqC3I8xagmpPk4bWiB/6ySbCjPPUDYMfh+My2VLylosI8/vz0TSWPh5PfhSX1xAm5OXeZnrOiOdXo67p+ItZ+zZB8drcZXADIGiG08Ediuvo9cbriDpZga2n5j6R3O6euGVBSQcoL2M+/O5fmIorqMMdvfvvzhjcvkrWyrqzrXj0gpo3q91+K9gCSjzngL7TXfF3Gaj70/cCEwCFDJr8rut+GA4wy/GpTEVRl04QHhzPESm5WsLd4tGJJT5YNTc+eh4t/G9WO/m/rmkWfdgxGRxLfr2uoYX08CP+/lDSVsv00c7sMoPWpd0/+zbl2OyfBqYDmr97OwxAblVApP9CoFbr8EA1fd7FY2KU6LErJfaq0UOJZEqPufUKKNkL4Bwh1ZtSf/CYgDcotALQ5QG9i5AtSuJ/WyZzmbH2JkZ+DMUFrvxdINPgugFh7uMMjCCoNmZl/wUgedllRKOgy4qS/VUdn3Y62htyMcCCj/n4Ko2qb4b9i3yp1MRr9plTuSDjSB6EUbCNMPslNua71cG0F14a7qjd+2P1ChmJrUWQCc5MN+ujuWlJGt2hDXfvva+2lBGdKrPJubVqm3MUfx5hqn3qLlT8bjqGVhz9LAa71ndd8YvfGKrn0QhbdVO4OG9v2Y0wPWb783y7UESjoOMFfpKvIsy0zKI0pkWziDDFueM4IMlxlXyqWxKzQ9BGB8o2wuyvuab2Y9WyHK7c1twwyJDP8lp5/iaEqXxz2lr6JkLTLY4u9YkCzO75L/3j4jcEIvf++Wz8iCnW3ffuv8swbCLLM3pLn23PgBebkGmjlPWdOM8gU6iAACaEH/8xlAPtDAK5lQLN8tIh4n3oVcaE3rLIxC42zrKzF7BdJJ2kmqkEhD1oytEDkiLz4/jkUaw42Wt/o6Pcurmvrya9QONV6g0vBwKZ+elUR2FflW9TF+DBbcfkZxY6Xved8XHcqMFHksomN+PkGZ0YoySm6cEVQ659N6J33Rib8u28kGb9NUqAvWEmGIyS5xrs6DEXlqZibKLaPrcE2hjwXIB0AAUEKIdAsxeBArzx6zCPZRjbm6zG5zk0TSfoTE7MIK79mOfzQ6PEznyS/Qhzfo/ouazEonLFgjA5AdIRgHbC+MDdypEvhMzE6gYyl+htrD+vuR9mcMaSXZ59U21UHJ44uc5zmERFTYy8QSoKjAvlNT/SSbAYm7pi3oOxptP7ZumZsmO/ux43XYy6w1dVbO/qyL7pHWnqlk11Dr8GYX6msn/RVxs64RdLUVM5IUoHk6llswHZ25CY3QM1DUcah4g5wrxjFFXuB+Iyprwj2d0joP3F99YRZpkWeRBHJ9d9eDnMO8S5SfzlaOcq1wYQ5jb+uYowrw5aGujxoR1hcA7S/P8xwrzHNVKkhFranSmAE8iEmvqkT+TWHjrMKAIzOBvuxId4X8G6ytcDzPN/Us5t8n1tHyvFo/4EyORcQdfEshfTbKGtnIVrLj0YrezqLopPf/sXv2NIDoHWSz+Zh0tsTMUH+FBV8jZjLll09gOXzp5h5ASBCFpe6R1D1oK59E1FuPTgeHZM2O4olzLW0L4NzMY/05rIssJ1CWQmPx6rwO+r4k17gaGhwOAHuwI4Vh/ae8bHOZGgNQXDWnAgAXH6+i9n5+i6EdoDOWzqst3b69vQ8nMFZBqq28S7fAnAtLpXyKDNAlAT2jh7EII4wgyVcVMuN8gzzZIJ8ll4nbGK424sZ+2GttacpFJhCN7QaUVU/u5zIb912LpDCiNJpO32Xc/FyytN+qFCmE2td58mL8soTd0oOorQNzQVX61vuoQwB1Fu1HPZD07z2aTQUKJBlZXer901m41p9fisXZPp9dfHHLnvs2yzzdhEy4PBosrOoGsHkKnd+j6JMBsLZG6AvU+WtNATRIDnFEYThEnX8NYP/6lPAnUpPv6ACdna3/3d0kQyftlQcewuC71La58Q/DpTU7hVmGgFYRbgXEGBXNWIw8D13CRPFuFlUbPGF+01z2fn+/Nh3iH+cDh9syw8/l6EqdZ+liSsC13S5H7Vfg1Yv7SfWtXtexAm52r0ekc9+k1784H43d6i0Wpes1GBd6GHYvta0fsyjV9SExTrsJz/MTm30ffVXYGjND7OtvdVYeRWBujV0ho+tAvGulfrvtP3rzBE1Y3OhoyIpvWyKRtT9TR9GLXhLD96wYvjOb6kxWkpVcUGs0W98sfQc101tR/Fz2fXRIw1hGkzxJD7UrgRTtYiI9Gkafr8kjw+lYHflcWbKMTS3H+V5Ek/7shYy4ntOYnQvxJCDpKYbVmyLM5SgtlPJ4c55MdzpCQalr01b6C3Da7l05wkSupGsx2y7WVVmXymXZ2/+l4UCU2Dj3hRtaiSIPlGIJN1TTczmUCYdn/HHpxpk9wmV8bqfPn5CFN9gEZrj9/X245caNexsSyo78w6sDrHWzGRDLOMgMojs5fDSjj5r/ozzBGmuWjminFcCnx0B9CFKkvlyYXk875boBvkV44/k8z/5B7tPFl0WmZTj8pWCEeW7FY25qjzYkG9fKFC8aYFH96W2JVXAxfAGPQzCe0QvDzQ0TrNCtEev2l/sbsC747eb0ZTVCbbkKuULO7bIL4x6OcMe6I87DIjqM+u2EXqNZUyDrhRlahZKaCXdRlzPTC03cmZhbWBMLnyVUikPdM2Me8Q//5yPXs5IMwVd4/JtZ2rHOyJ4Z326k1SLgJyx+sFeQZN0HpjJufcQW8/wnzXXSEQQcKOg0or5MvuyHqB1YlmUnMA3PNE41bJoqZDT8o/sD6Oq2T7v9hDVTFu5DkD1Wd5Fg7949z7VhSF6JBE7e/cP06HNC9OvThZ9KSgZULw0mefQcXxQJubdOuwnwU7pnlBlKiGuI3i+OQeIXzRYsyr0osi0xu4ViW3GWKvg/Ngf1H8KwZFXNKk1ZrETcUa7FJA7/uqILT5KnfNkHJttZl5J8X2ylIsrKY6CY+Uwh1HvMMRx+fn0zkVs+nFE8d+hNmbfOYFFM1BBhOETJhOWjlMa/PmrvNCPKl36WcCy4mDANv9VKLPhnK5iO0EKoitI5bFquhekCl82jm8gXoP5PJ+Dry0xpCdu8+p0xBNXyHwUpXQFLL9fZRyUVvTOnp2/YMXcHPrbCrOr4yZ/xch04aRqpFZOmMp7Jl2flS1KNYT7JPM/2jm7GYRXIYOOCWDaZQwkYtTbMzd+9pUPcZGmLoH/NXSrTW8KajrXG7pr7GzT/TEsimDNHly/BfX9pTcbXpivdpnojeQOagXr+KRbWdxzZdFlJvviSqZOWtSm/DVu37sM3UjvFzEt1VTplkCN0ODr3yf3cnjbAFhFoTX2joti5MX0CmeQu68Q3wnvGSEeTqFaVy1FX3B7Ws7z6vvieFYFxRR4wSeiS0mOe4RLjukiYEwjRuXL3+uIkzshtIZwX8Eol+AOZH1youbXQVHDEz0LO+enIg8DC9ZlCkVw/p/pgam8aNvlxBme5fmGLRMCV5m3F2L/vEWla9/QP9407XnMD4FUTHz1VXfXYS4jaspjkVvsForC/HkDQhTrfmPbw90dqS0w56cP4RUgxzg/HT5PtK4HvrEL29qi+kMK6ytjQFH39R1GFS0ZrP00tRvlmK2jTDtfOZij+3oM6/oeZpe+KzMJ9ojBlHfynPrFdYCx1HhTK3TrgzNIVmmu9Hxr8Jj5HI5/mGhvWiSaexE5i4SkQloUjHU4TpOgfwbhY5i07jcZLSGPuL9INPiPIxeEEbuSEH/lHGRGd4bnSIIid/YcDSvPtM9gcNFIR4Eds39It7WBFRo5GN9oXmnj/k98Am9kY0wjQcx6m43IEyNYzeu8yKLuNuNMO2D2/u4P4U5me8DQWJSm9tgR/OFFQVsa7QDahoQ5pCDHdE1b0GzhstN/206OlxnThiKfXlU1pU5UOzcCDbU0obc5o6XMjpFNsJsxirorUaYi3uixSKbUoYmdBGzou9AmL1hTRiE2Va54CvtdNPBKeC8hjDrsmyqJGdWFZfFlzrE94/H0zmkKCfN3au3WzM3zIFufwxn9zRRIho8E8fMPfsKyGMysB/pCkCF/vq+2XEKlGUkWCOxQafYoFR2h0ekZmAyAb4uN7K78wslrCrVW7TdP/W7j/l9nCDMm3wTtPpHZenLMf0S7p/0y39A/zgQ5jEIUSif8C7U2UR3FoOb8aERGm2I7K3m+kl2J8JE5oS2qNPZfXh8oXE4OclSLzl2pde3UferOnZJGrO3KsuqNEMgIUvSl5fk+0P6/Fz63kUrbdrnUBNaJzv42iQRykRFm/qiN65BmBOMYeUEboY92wgTOppd2+iG9KFjiOCRKMhMJJJQS88n7tIo68DZR5TY6V73LLpbVwQv/cCPdmQyQbcD6rgJZM7RlOqd5z9i+P7vbyofPoOp+9+JMPvJ+QIuYPDXAPHMfkd6D3gUFnUFEa1XDfYWcR0QLEbdlEGoquTwoVNx/pb+d5Oquuk64ym7EeaI9ad3cEFHoiuLjXvRnXORHf1u+XyZbH9vNUNNUIHKJxuyosDL/R3chu1JgxmYAcNLL47plN0JftiJCYcXXHJ8sGPFHrw6IMxLN8GQpjDdmgXeLyNM+zHzAWWA4Ux6Y5W8tTjk9nPZO6lWDHA4FG8jzLwqsrKgTejpdP620iF+A8I8nsMkpWPwGpdJOVvBWeO1n+R1r5ZUuMdH0yOF59Njrto3yMbYYFHuR5i6Gk5bZZqz2FHDVXjjtuB7zZKm9LW5xLVaI+KxczfHboiDLSsy/dMdfCas7zWQuZNgYJiH4NIj9zu4fyom7e/NZUWVnEBmkhe1sJHtfwWziyaPx/4LHjgzHzoSlk0NxZVY2grWzoNXBy0Qx/Wfno/PLyf6IcsXcLtdV1Kb1Fgk2Y5gdQfNH1qEcXJ4iR4e4sen3HVpWb+LwBHrtF8ULjX7tdUNtFUopymRZOnZ8x5eFhQzKADSQbvptEC3fGDb6uUO5NPpTu1+FWHSQWGKDWjXoBBa1qsIc5JpVNwhZolLJjPLKrGJoTfFhIcGRSF0iOucTJ3J3InNFivCig+ghX/vuHQ3DfszmN4l1Qd94+tMJg/H4WqhBwe91XSPbIT5tpS3nL8FBiPMQHX6SA4T+g83VMl7gxV5qlS3P+sWhGktK+RhMJdwxbDHYUcesp2WO6f6pdYfU2nPJYQ5oZQvZJ9u7DdHhodOr2VTRXn2IvcrocPC5xzcJh4NKMrA7P5qUtTo1Uv7WLuYV2l1inJ7T5w3EuoF2NrZyzvcIVfVMkVyjdAR7SyYvYyOAt/xXEKYc2tyOrbTynHD8MfhZr/ImxAmbzRSWbP8AkbZ3asI0/T30WIXxlGzmEOuWwrEC1ncqwgTXLWUDWmjUlzzKpEtQbfUzjr7fAC1Qpxzf4+P1pyJUKD5Tfud9w/p3986rDW6arAnvJjeTO6olX7qiYbPPyAbTJt4mGZeRDtfUTKi4CsjOZwGUi2scBUGruvQ4KaPIscTWXO4bY5B+Oz6dHrZZk1vj6Zt3CA8nF3XY3VA2rHm2dQP3RVucOab3X2sWylbgZcVW0hWBYWmMkvTKI2CNArpx0vfQT+z7xQvqFvXhFmbHhR5vDB8Op6+PS8cnx+PJ8JhIm/IcuiISJ/hECp4STNaMORSlZxidTtXKFI+bisinGAKTXiGKEzjdMzNW3HMLZCvg8qipG0iOwu3MOQDq0zmbvdJOy9nXy76/EDR/26EaQqdE4Sp5ZKmWusb3Uzz+YOuATRPJcz811L2cq2yonhxfVTJ5xn17cG95BphWjz/OMuv95Lbg05ktINTXKt2X+pOuwBc7bU3+/JIHMkSp0I/xZvlg2x3Q18shfn390GJrr1o5x2FXlpUydfQo8XcHjnP7hnIXVBgifLcYRnMgP5bfUKhzkDKV22BzTddPptp994Ambbnplm/k43P5kCuVbdVv491uB6vvgYnCKEeNfPXacfsyjWQuayW2Y28I2kO0P5CEQbW5BOQmRZZEMdHz188138VwlRXlR3rhrW/GKnWVqitUUYLEUX2y5LbUS31aMiz0JrdiTBx5iJYgk58aDLk8gdMzls124fprXt84FS4swPdKMzQV7A9Mf+RAyFrscfnjkwmTgpCLgirSnWLT3TIf+vsJYZk5PIgplWdEyqSGmujc1a+63mO45zp/1xHDptM0jPP5Qp7xJp+YZIYva87BqGIIE4IZCZpKj4CLRyWF+6v1YtnKokCL5VtGVcfOoGXTckn3zrnQcGqzEsRoCaQ2VHApN/RGSFPW9EMfJ0hzMUKGlgTtKWePO/7jFhOf304HA+OG8ZxTmdBOVj2O9yltzfxVhI9HbKUAMbLCPN6R88UVNSVGRLhkSNVmcyAp3mQ5wW9tjRicCQBOYTPzlWxXQG33XD2pzEtkKmvgEZ69+kF7RwmwzZFmAIFTR+EvbPchDBtthIgOl5ZckQNLcBnx5/zMPcMQZii9iCExkb7x62p5VtQWX6jevaZ4eYELDtWlFfurJmZahLW1/H/gDBnlW7DdhOjzB5ZTezsb++DhlKPfC/KlK8GXiL/NuAiTclulR3DZP1aLP1bHR4BhukGCbwM6b9Jkfe3Z2yMorvdSjNcVbsjfpPTpSu5LarYi/XrVhsa9soHcznBaE7B8+MwVjHF5HqEMNuB9boDYW4MG2GC88+CLbRE8nSCMJMiE52iQXXk34EwRT6UvjWdjouNzPzGGbBTPgsF0lCADf1S1osRZlXY+as9CBNuenmRCfs6gvkbRRU4gN+HMDGXOp1zuIWBedExLaav/Env119/qAu1A2FezWS+qQ5QrhjSfUTRFm1W4NYaF+DffdBOEWeZF8acsWKAV5RKXIVbyDHhfaHKxJJ+obOSeW7bd16SngL+tw2N9KuD+WNZxvTLpt7OH4J12eqay2TrpP/WUsbKm2KAlxpkFjVr1tUUOqIwP5/iH4/Jy0tJx8yu0cfSyZ44/RhgTWRF/nJ25vwfgpcnP4gEJGvZ88+CIpOxFItyIVvKK38Jwuy6wZDFVn1EwxQn3NiggbB/LK3xijECTjLczDfyk6ZWvp+N2S9lMicI826mwbX3HeClSnPJ+zbi4bih52PjTPPZFucwOj2xoRiVUfG4r6M0e9qBMG09ATOgVkT7slCX+dBFJxvLd2wB6Q3YRkoVtOB9Qk2O93g80fmIVuKejDF2UoaXYzbv1hVecY3sDdlPjjmYk61WiUHVUr2IwUsXVRbXN+7VFDXMIxdTlEZpRMX/fb056oDQ1bHUxw9cHy/a2xXq7MrLCOdbc2mmubScCXnTSpiN1bU3RZgKPV4Wc2h2u9OYKD6coVS/m2gxGR5Cd+msqvf98LIZu5Mrz0HaeuIIaUwbYRLmpOhKyPDblyBM7vTJJqwwdZe5+MKb4H0IE1lfFDppT+MS+dsyJqm7uqjLNE/R47ATYdJbmBZ1acmpRIUyFv1J3ibuQJj3aWBaitnRP1v9cli8Yvi+f85vKGQa3Q/RlWLspPvHg38Y3wD5w5PrnV1XjpMeNMpolYlmnbLI7rCJCE/APJf2uyjLXXYkSTR58jZ9Vwywhff0oEn36KhfsrfolPRXwpCj7KU1IHlRFFkeBenpGH1/iJ+eyjTuOmUvLgoqQ4f1nE0Hfk6SZ0+n8yR7+f3l8OK4DC93q51fHd0gq94y1RIgU+DklyBMs4lAVxy1MJDb8ftCzlPsiKoVX/Uq8BEVbe2dFQRys57khOk0YYIhBbf63HszxhPGrP2+vdZsXEOY/WVK1lIJtJlLFKIKmy/7ShWqauokL7w4IXh5DiLQVNZ6wVYQZgUXYCbN0qd7fZVdZtmX3DABNCmRZQcIUh4d7+H5+O3p8Hx2EqGJXkeYmxr7i91zq7k4C2QiD4Pzjs3GVNB9fH+Xc8Uav60VwRFD2nXwNv2Ektqi75hVhZfEL55/DqNqt0KdpSPxus2w7Wb5wHaGoj90JQXyPsYlfJ5LlPDY4YmvS2k0hWDVY+zjlXY9UO60hoo83GXVWXm7NuYmwuxxqmWEmUwRZpSlB9fbr3h5K8LU+IG+cw064iLCvFjqBIvrFAUg3eaTdn0zZnSMEGbZMMKEELHM/C2EifsO3xxED5jSwiAy5fwMC/hyBkz6/nZuvqY+btqW96DEd60YjwQmavRfhUl+zYGc7XwdbY+5QqbhOaDfoUCjlnTUclrP9+li/jOywVhTBFG8MDw6jktTWxa76ELDbeqiOZkK1GCYV+gvfVaWYZL6dKZKM86Z3OhRZV/zPT1oc4Sp2IYXRUMq22V4aUAmxbSsSDM6A/peARNz2Whe6WvSdsm42oCZGcJc0SkSeOkQaCikxH8H0lvYbrQTB39ZLavOKJNhT2NLFX0GYfYWyBxapzXMpl9monImHg2xAZl0wOf8tudB12jxpG92qJvYmAafTHY6Jda9hHw67YLUw5HwWo/M0tsNquOvVgKnkbPVZRNhjgHVVEN+0hcsWRo+8qNnitBmmmdn8YVxwjjOcqYfv9+mLS9q+TE6sGidKm+UQDRsl3zJDSoDbKPJQ5vT88kheEkg8+h6Ob3OjuPAhhKmRSoYMU/WVrdBX6iSc5mhyKH5bLEx+0lLr7nI81d7X/knO4bcgDDhndTUbgz6ZRSz4O11hTqLaSlHj2sZ+DnCbLRXiK3eaVzCcf3rtl5InhjNeaEK4CtMMmlGNXQi6KQ+jPFQaIcaBFqQFBVhndt5A8K0quQDwoxYGy0tRggzzJKnpcrRFyJM/u7gkAvInM9te+2shYLBKZJ1PpVOkd2VNummpwfjvGm66dcQJu478+Hl+mAvhkujFq5n0w3R6A53IkxFLOzavMjFa2MX8e9dWyQIkOay5prDyD9p3IcwJwqZwPNVxYR82kCFSVsBXiL5QMG8af4h/uNmajkeJzATYerCNBDB/PVViW7Rt6Y9C5OfhnmFiwgWhWnqRUkQp7Qr0JK8Q9N+z801tP9lzbdemU0IRqSItIwwraJ5RgdMOmu2HbdhcumNlnsUlUFQpQltcWgAXKCNvV0IRh4cF7Huj6fnb88vT6ezF4UpHUY2+l9uBX7yNSkKcSBi7Gtrqtfj8SmE2a/rpaNGRmGETh9032H3A5BJC4QwTCgMIuNTs/Cy9/p6282bcF7WGbMthDnvRt/xRoMP47ulYXUjwlyoj4/zaT06CNBRLpCQxT0ooBw81lqn/U4SmEr5fL+qFd2sVNpKJ94otO/AunT+Uc0nhPcr1+jZjur4dHTcICxntfXFsY0w37RTj7kse9pqJtgJqW9zarD398+E3zsQJgIdwcsn16MTeFGvcs7t3nCr7qxm1PU1CKPY2TAwDzwBuITj7AZX2TWE+a677zcQ5ryLrV/iUZtzn/Fi/mSJHAjT8VxgKiR2aDKD42EjzKwqgmRZHe6+8eN48uigUNFU7xHh3yzN/zUNLntig3uwsh6lPTxPDadxoHBYnVwMNaXKTEsVWcdthKl9c7JYjM5bTlgyQwYduPQ6dB4oypLBecrZgH0YgFcc50IJUe/WwNQcwhJy8fW9maXfa9yNMNFJJ/rSremeNoZWdOmg1gKqwz/DC8kQ7CXLHQchczBZ//CiN3Sd1EJbMa13w8m0ESZd7azMKeQ6Yeyx3FHBDixjsfHPfMj5Tm3fXxthNpYuR9PXBDKvIEyAzCqnR1aN9J3Tjv/4FD88ZKdTRSfEploUDKEPQ6Du7AVQ+iV4+Xg6nQM/E3j5hf3OjKm6umylZYkwc8OCwwCTM5D5WYTZWy7SI5wpFDsCKrQYPAGZdiazkEymZPWztbrqHf0+djw37n7Gt04u8vzDy3fvlx1wrr7LIoDcWSVfezWzyvTvuwEqN5UBmX7IhgW0Q9DpDPoJBmHuzGRiFUPOXavqKYRZ8IlvOivsXCK9Hf1rWhTPjvdwdI7csse95Huu2x6ECWx2WembW1ry/JFgfjdouQtzw5QVPumDY06ptyHMS0c36MULnhw/SFKcBRYe+THtDd/gPNjrzpzmmAa/MlTGsi6HBr22WoSXE4S55kJiK1Xuub+4ra8rrMLPI0ykxfI859phFKRFauBlSqFmRX/4vvH9+fB8dv0oFq3yC7i+Rl9dos3q3DbH3n7p1FCj8yWJ6ZZ1FlP3XXeqGjUqPJ2j6D6EKed6LohzBV8+HoURDsueC113+k0hSWDEgT3LAagV/Kj+0tLH2/kshkna3EGEIO5hx/1eQ8f/Za31VYSJ3Be0prMU/bOI1cheiv94g4r5P6Z/HLxHliGSFp5S19cuGnYypPR91PIMoxgWfvRfdcE/XgnR0XmJ9kdPmMclF0MJaTCt8ZO7AKpmQ4lnpnhp67zxrRSV9U4y0nRkqDrOZHIyU48NqEk4syyyIgzip6eIEObxWEVhxwhzcKi0PxtdAjcIH4/sjUtB7+z7UZZUTdXdi+7WIjzzwMs8rXigs7IUPGmAZY2iueoq+oI3Hbj9xpdH9r1MEguO6xKkLMtRJpOWDIVTVv1dApkjtZOJo5AmfG53ZKvmbkkOyKeqF7uoBGF24Frc9JVXEabV6XM3wpw/mIuMvdKDYm2WIDj73JxfVCXXDt4gDL7QU7+FBFhRLYPvObjEkRwJ6cRHm5aZGKqIryqnAwYu68oN46PHNzLjp1zPNm9np+1LCqx1KyzUtaQScn9G9LsXWPiq3CfNuACZ73xl49y3s9MH34IQ3skPXxzfp6N0KbmvJQvvW6XJBjIJLXZOTyXRtcFqp1lGWMKuj0+0gEYIU2fP9iPM4f7Wn0KYSNbdhjCLnH2KwyCxECZhJi+MvkQJc2DOPx9Pnk/74Bhh1pixxod9+97NohAHDbRvLGqPT9w36CkEPK4iTEQeikVgXNfcH9FA2YPwJW3i2KPBpZSfd7Ei4U4oXfMF4OWOtSDHUtZH4lSqcSz6yQDmbxm3IkwuPja0Y5VFVeRFluhMXSgJZ7qbUM9g/3HRoKbFTXPgd4eXyIrXAi/DSFkEGsAgZACuifO5yHXBvoNLtb1vfuiVUjX1OYiOPisP19iYJEXzGfX1d61ZZyprOocpS9iqiQ/NjOJfQ7+EV6OuB+n6smQCr4LMXJK1WRSUcdjmGXzM6f7TD+8jrg47sKD3lk7BFKMSQn/Mtwfi/QKYhyH6hGmQxFGeJgXBdxZcUv68OpkpPT9N99W5U1Wtq0WnhK9NRqELsroiwubbc6aArlEYLKrc2P0+qq6nBxCszfKagzGw7+BhjfwqAmm92Z++gVqX3qUfwwP9IrcjTBQx3/QyWXuw1N+5i4oWmi9q6SFzMlm/qO9bw+c0NjdX75eutSk2l3K5DdnlttK8govVRW54ofic9K8FeygXdGWrHX1qdnfYoorUCGHKTnpH2DTq6xSvJoxcOedWJqdn62deiS1KQ/JmtSJ6GL1rEKcnLzz7BOXTRgt4arRg8pZ7F9pFay5BtSZJUzq/SVTxnjbHwfUdmjJpWlLYWarmLCDMcfVneMzSSgE/xLYbWKyS76wPrvnrzREm7ngmeR4bYdIpO8oy+spfiDABMulq04THHBDOmKhmyR3c6SMwXxf0LOgU0bpYnF1D55e0X9GtJ4g4QZgTRx6gX4rB8HnB55QjPx14lEAxJzApSOeZlMt31bslRYEWcq7m7yk72vgB8PI/gYFpgsBNCJO2aRYKiCJPXJYsNNUoTQxhGgiLHjTaf4Ka6ETV0Oh8okdYhA4C0E2zLJPwrjiZk8UiyvZtJr7kdLQv2YtEmha5d4AzbJzs1e7hN31C7qZ51c5ur0pJA5nJTtNXLJVghpd5VeZyou+hoUc4UI6HrQ65BDLnCHNkGGGazaucDhytJKv5eEE/Z2lXFuxpTi8u9TtalnR16PLRsVqqipVRe0a7ff+5dCJ6fGjTd8Pw6HkOHVSjKGAFj4SirsgucQ8yQGa35OZzz5v2rT0UhKCzVxgWzE1N+Wc+iMVy4vZp5iCfT4EUnpLMbK+m+kV2R6oCmfWAMIddbOacjgwnbjHUDHqdIlDodAmajr/FLtrAq5XnseHcWK3oYqqN22LLpsaxhjBVC1VH97eiZeZJqQDpR2wNSAXfhDA53W15o9iuEEWZixjXCF4iO2rWptK9aZt2n+7QBIEsNZJrhLnuvn09DkB9vVXyZUr8tjfaXUCYhZkMUHNFWmAxZE32iNZqhNkVOS99VhReGBPAc8OIFqBhMmz376xeQ+U7xhEnyVICGS8n5+Hl9O359MfGeDkLn4FO9THXjBRW1L6QVonHKBEZr8wlPczBC2mYTlK3MAvTRqGXa4jRhpfA8Bsmzk3Hnj7c6WP3kidxEAVhPPAwCWFSmD37wcPhC7TWFbx8fP729HJ0vVpjOcXDlDx5t84AuXJPpbkbplqwV94YWtkyZ7UfpYcJRx6Pfm/PXug4gfQobhesp+R53ul8pkcDt6BVhDZ3QX27NC3RzUQP3u98DYUikOv+cxiYKnpY59M92cuMNUtDMfH0URkHxxIzDSd0iNcJEit/9yv5Nih8RiiO04QUAMntPPAK5F5yU/TcPJvQdSacwyXyMAr4RN/KhoKTIDPB+o6zf6+7FeeGz6kRprHnGGHLQYiY90r6gQ7yDPaiiOAuFOpslWbV/jNDmEq5SA+EMvqBgjYNLkPweZrCn5M+v6TPz4XjENp87QVkEopmy2+1vXHFljEhu8/AeadbqVmbFEe3pOdpBtweCcS+OO7Dy/HH4fjjeIJWoRdH0CIGyGxW3Hxu3eys7NCgrcdwjg7F51P68pK7bpXEjfAz44QzmVEc5kUG00NQl5Wb+Uzl27y+SXaptzOZUiuxOcpwCtYSSnCFFIfCbD2E32pky9e6y42T+8Z3H+XJJzJEluK6qXZZbTjLiMJmvq3qmfSsPUU7AZ0gzsxu9SEJhQtIq1La5fZWyfF9af2anlzdEaDaf9quBp580zVrY8KItTl89325XzsvvXj9R1SBJfftnfHK5JRM5/gAkl+V4YKBuygRogldHY2XJEkHhNkrALYzjUmPpLsW0ap0fTpWU9jZeXdGPWs6AjBbL8+4MEYLJ+Gz6sn1fxxOf8Boe3UcCGT+ODkELOI00WfbkS/PIo9oopMzz2T2Wk+4bS1NiXYhyblHochoxStdrLelfbnj9ZvlGdd5w6CV3LtU1oIwidg4ssy1m0/Oenpe8CVuPhgELx8PJzcIG60bqVcBAs5yL/lqPIehknDtMs1OvIowe6VsGWf0Retaq0BAzbK2Jy19JDSG1DXTkuHj7Lqu4zhAmIhU9KbSwH5d+RwRT460KsW0cxWYfn+oxP+HMDDt67aHJaKzl6FwGALcEdpQ5PD7SrsXtstQsBbdTe5eYeT5G19JroXJ+kWaHfICIm5JV6TmVnGRN6Qpx5RyvXFszFJaHcyNiWM/ZrWCXjMxUEdmzQfO09T9pvHZ4gDCNOFowuSBKtEFO6aoU1L8oRM9gTHCmRCs1vLL4swiz51UyTlwNQXtERUdBnnQQa6kQT9w56aIGNOgaJE6ZyFn/sgOBymdc2JWKTiNs2TwduwthDmvmCMi2S69i4GLECPFdzq2Px5HqpsUYI+ERwhkSiazBMj8kh6frjVyQHYWi6B3fjqmz0+545Rx3EpOL6dZxLJdnkS8CiVsilRIjBPsXEN9/dg7yWRKt0CmwEi0HQHNStG8UwhTg5xJ5m0nwrS7yOfZwqsIc4Iulngdq6lOwipJXpz84EW8suSYa2mF6S6z/T0jtGxdi89mzoy0EzXa2dD+jgPC1FpAm9V/e54LU1dnpO17bXie5pU/PocwdU5p09dG3KaQEKBYDYRp2INgaQpR01YUV7m+TukhD4SB9y2NI3qtPqtKQpjPjkdBj0XI1ztlRnPMeutO/N+TLHP84OhK3pnlZWMnCGky0Fly0Szs2/OBD5vH85PjnbhMP2Sn+Y20T8FlJomzq5ytYCRf7REH21pWnVa539NIO+G4qorw65BibZa0egRHsWskQW7mBWlPH/pZWEn+969DmPRSB4feKO00DrRdOHFg2VZch8QB8hgqWorVji4fX++1AV+alWwriqK97MVVFAW4GsMM1x6R+ipxv48vQBSNltC3oXcfnNA3927Fjr50OV3d3Q4+GHhWxHQp5UP00zDMrzDe3xc0GeYJzKIsTCcLzhoglsvhpaGTMPyX6TEZ6541X9IZ/XdeE5WlzGn2QuFTe7SJtALBKNeFWhG7g0Fct592uEwGu5lnGWutJyxSZPfXYwJ3wpVqleLoDSBzgjCnR+PL0N9N34sgFgXbJ64uHZ/PDoEetHm+6X1TNNin8LKQvuyqq9Ef1NqRVks6K2uGLEmjIHOdMgwuTc11f3pxKBZ0s9o0N5uoKrmxvVhEmIY3paP36JFrCJP71o+nEx2LtG8voeKas46fQpi9Lo3NoRpB78L3CF4WcURgsxLOckkndLF7AhyCjy2tnSwTZq92qzFIz36jqSMkkqVz5/R2kDKgnZTgkyJtWhLu5q9mLxiDzOtszKGTaCnfuF0ltwVeBj2ipd60RcBGtzgtyoMbPB6d45nWnwt4aYopHVS/FnRvll/WRphWXwCciyvL8nKAl3Z/ygYYtrC6pk+0oxuhM2AjyGq/uPnlrYHrogXtL9tamtJ+jk3TEJwsxmatqr2yYNHGq/V2VG+gnWpbi3vQXS/r6sXxfhxOBAiTPGsMxtuYY+8DiZe1ZCvtoHTgwgSBTPprVuQURemE70WxGCMOuuLoSXk6no8uH+qiPMtFUaHXEgdvMiwu8WpN3ES5ua67XVCYZy+NNu9O4DrnuJrLa2yA5nrj7MgcBjSNwyQaIcw8c4Mv84vEwB3MiqK3d64PSKzU5oS76FQ76g3UXQNAmBBaF7+SK5w6ei69kS8oUY7P3GMLNz07/wluKjjw0rXdwU+BtYizlPG5lCMxveMkjlBvvSz7yKgdVvgn3Cwv+Ymd9XGM/yLMbYSJc1Oq9P182Rw78UdgJeSY2fEBDgtMvJR639u/Qd3xZ14QTCeatwQv0xSbVws4XQrSpu3t6DhninNpSiuuKJEvusKBJ4DlJ+lZ9BCLmSO5ZBeVthtO+jtJ9eYgqYo7+r9DJchKj1BwSIviHIQPUl2i+PNydpkYWUvO+V21PZZtOamPI3tZd43JYxiMp/slL5xqoKVdFxlHwajKU4KUvItRzKEInyZ1Ejd51koLMG9qjBqYs0+jY1bYyAJjhjBbU8Ca5zOlSl5DpdDOZuA7Pp9ZezPO07TKCCqLm9un4GVv91B0452F4hC9T5LUkhdivJcmhe9njhO5TuC5FCBRK4EUMP0MosWK1vdez0eUPsFdp6gr3RwV8mbob1XUzdbu/ammH34dYZoyfa8FBsf3qEctfqpWNK59LyPMsQ7kBsjMyvLFDX7Q2vOALTEG9QbagGwWtMEPi1lNuibs7ur7pkdAV9y8uiltruBEg+tdW5nsR5jmymMX7rVk5eg130eczzskhgxKx03c2DEXg55IZ2uh/mYwJpNVqTiQtB1we6BlzN2iZ5BxRb/IiaKFSeDw+8uR1iZBlJQ7HOsNmoqNjelnFsSOEwpTdCKmQbjx7AdxylxuWHfRrHDDiB5AEOg7M2RO9EZHh1YatxdRfAbb3Ga6Tr+7rbs4O6G3l0EpfRhjeDnh1nYKr97qYzJ8cTMfJghTeSZGxjORZ6zjOoQwcYJGNkA7kjtfiDDFlzypZkwwbJfXEaZ1kjKnTpNFvNr/IqcnJhfBgRqtH2BaEmg0upR0c+mywFuQy4usq8Aer4xRwgBxTyKGygDTD4i92ycyqDTknD3jzOn+lfUhVXJuUUxi2fnT/0CE+bbiMm/q45lw4P3BbfmiO3oiBHnCmdJL/kt3SO2pPUnBupc+0xz1MvABsJaNEqbr+2efmxPpiiQigrHnuzdd68bJkVv+knyGMFUaky54zd36FM/7HdJzZgfXveSdifym68cOqhST/Th5OrtwqiUARkH7xfHoi1Tsb94tI8ym4Gp4N1RzwEW3dwTpY+o4BjZFVmUEMrkDiNmRFf8i8Fk58/tD+vxS+v6FLtelZ24vHV1pgYcB/dDVZa8aVVayWD3SAgpqWvFcdccnRX5w3UnJjH5+PJ4cOgRlCQVhIMxPwssBSyjnJgun9Zy94KxqJ07lFbPY09MpeX5JjseYtkfHkSpPiT4L+gG9kKWco+eJvp2dtp0mQisiusAAO9s5tPPIZ64bC3nu6FVByydnRxXXfXiWDRFxNYzi+sdwAtqw9Rn1fcx/Y0YuCPPZ8QhgiJtDANEScS2PaLVK1iIxSg4fYzVve2tjYnBTIXzV0nMnGRJRxQy8CdoflS+x4iwgN8GW856poRds7O1oFuY406v74m+3qHi33CS3q34rG4FO/L5eVIZTusY6LQ1UQq5c6iw4yTbQBysynLXn/ib0V0aYbvDH8/E7K5WdueMmTuj0tVZHsPd6+PMaePnMdEoOuhxy+TQh0iVdm4n249H1CMo6DCwTmh8Ff9qqQe3JqozPa0PvVlV61F2uOe29rnejx6fVrNrFBjqdvWxv0le3q+TDScHIjCPbI/GEiYgyz02fy9l1oiw28JIrUFXhRdGL435/+TKESRefrmo3660A+3e7Sm4zH5TbpuBneqKqU9dXujZQ+NbOkhkSPqHgw9ISDqL/0slIAkKIxDJt5UnKf9AVyLqCQt5GGBTNanby2maVgEJD785rZHenm/nkNFHSgWu63C//Dx6AVd0KyCzqAhI9rA3e2T7LAa6YHFsaYXz9uq49Q4fmeu1J8TeaCgltEC9RP1L9eloJE6QginSecDTLaywODEKYZzpre0GQJuXM4QKfkFYKNGApSrT9/FT7+jb+/LZW2KCpoqOlrbGJihVF+5Mf2E614g9+PLheQlhStN+5FaitbB9JIMxBPxMIU0cP01nMAIMJnMqDUtXWq6LMktz3osfH8Pv3+Om58DzCllziKFmzvTifaVRh2BbZRXRBObFZFfLOaUMIn6IWsz5pJhY1VCJ7HcS6BuTVVlSUKa66YfB8OlNctUHmj8ORfo9+H3qh4elfATJnmUxp19I8drbzo6DoOMnhmDlO5nmRcKjSVFWFdJTzCnEe1GTCflKlvf5JOtUzzukUCfIbT+zmGp5Chd3o6EfzNfouDcI0mt4AJGD3odxv13+v5icnAGOOMHWVvHh2fQKZUvSs0SAgHr8SoUQynf7XOPWsxgFZKU1bQcu34gdbCNP3UDUzgGHEPNyHMNeuIS746/x0Oa7m340wkVzF3bwJYa5dK94axBNQEGZRaZAppRamZHNbtzTgcF5RnKouF3yXfrhrjkcI81/SkvMdR9oky+mVBu8bO2Ns9IIudF46uT5hSzo2Ejol9MiHC+HCGdYozXM62KZlHiQx4cxEsGVjHfredIfj9oV9nykUtUOq1tzEdrp2pCV/ksAEtlQ3fR/INJ0+iPNgO0wSqhwWyxwoC6xFaPUQwowpxurWy1puihuGYjv1NQhTdIpcurDzPi/T5wuE2VkIc9xTP61coE8nkT8Q69uY8FB0QVuf6CJyIggVc5qNRp9TOBWEWBic4LQLZRu6bkhCAtDmufH3YdU4CgVrnDR0Lsh5vCjL/I51RF+T3glpVa7a/0cizCEbb5XLmfVRD6wPQvyyAtnwHR0KdLl+8byl/R0RwzG9JzhTES+ZT15m0tAEJjBNYyhZiVbeoGoINiNNFzeM/CiGZ9zVzDmF06Mf0hZJT6QAOFe/hAszzWTOFEka03j94PPjQD2l64yzNPaebmcDNOu+eNHujdMsHyFfOaJe3npJRZa2JFEpe4otX4kkxsWkSQcO5/BcCXp5TkdPOkfGYRoFeRJTjOSOZs5t5lUU5edzfjqVvtdkyYW+MgWrPC08N3l8Sh4fc+dM/1R6XuG63DsT+PTaPdSx6MPUJYsjFXlTcU6DPiRtdgQyGGRamUz6doTqsoKvar3ipPMZkGkymZzboQtQZDQ6eSMDMvM4pv/Sd6cDBEUbrtRoJpXW+s616k5nZuke7R0bvVhOQG1/2UI7QzKzrrYrXNgd6PXzgoXjoJEiNWLNMGwHhqd6HUXeu1OXZunbtbTKCJc/OR6d0QpOA6q0LXILMC6HSh7E7ta6Bsx6oS2GIhvnMFlFh3sSJwhT10bbbuaTu1Elv3qPJghz8S5v1OyuR/IvQpi4VkOFq1MdZCL5KpoQokvQcD6cflvS+iL4F0tNR/5aEIpk6Ywg/HE8/Wt0pD09nb1zwJZmNXe+qyZE2+nyYvm/A16e/YDegt4U7247XjWwvq3pFFqWCv0OHd8mx442ky2EOVZZV3z4wcdTFk43dMx1K9UQ06N3tcfBJnb2OltuFcdn9cQxa3EBYQr+p0hOgPDbrAHqbnhJ5wK6/vVYc9LaPQc/qU7XoQyvZhKCEBnkSrZXlTDN0D0+AUoAdH6h4wxbZUYhvQUWJrq204wVisQ0jXGhYEjOUhKeRG4TpleV7mFPJRu8Vt+E7gdhSwnOu4zLZ68wqBUpN5/fuUvlzkii60f2+qLtOBKVFZoDRVEAbokyZAjOqsih/Lp5y8kXxJq1qYMGZ2IOZIylmeNh/Hro+9IXh8N4HIdGpgDnmrzkcyKBzOIaTxiDYunBC58dn2Z/uxL/ZT6zmn0hWKi3qOm24uX2e60gTI51SZE9nc/zGPL95UARKUySThRLuPg1RphSfKkRBs1JxHaRM3SLuh2h07neEW0BpZRo2YUyCvPzKTseS89t0viVoCNBMlr1h5fg//zf4P/7P+nTY3485odD9sIKSPTgJkt7VL7oA9DCp2MODYZnvLMUVREl8cFxHl5GCJPODGIjW32tT6XZUND1w2leunFJ1CQRk0t1JlPTIwugOLvHhP7KbJMwoJBoMJ49P29GmF3T78inqU8umU+o1mz3gVJgpE8I5GYjGbur/err3D1YwbUs/Th5PCuEiRzp68BpAcKEhFG4R/nE6JwQknl7e1tEmEhATdwSb83KTu7RAsKcvdovgjDtyNlqTj7uMiaz4Ye0oodPx20vjKSfIouSlP5K8PIwr9U+vfzxTCDTD5OMjprIUdhRC5GE4qoXxYROCSk9nRx65VrUPABxTUv+dodObxuYvl9BmEaXyUKYFwth9vacR0fb4jQwPFhE3X0IU5WH3t5WEWbZlAn8u3WWfg1hJln2dFqI83cjzAdp8zE6RfPr1mtf8t5I8srxc836FnOmFA+FPf0vlipRIxrmTNAFk42mOh5j8pzCyi7BwJR+QGZW0xCvBqV/C8h31WEHj2QGpuih3bGCxggzabv6jvLEP2DM1xdt1ly/87w0VfNZOtdC13XZxOe3cj56e0fDSWvCjq0wjLMPbVLn89n2nwIfgLccz7Nn8ps29RCEGe5BmH4QeWH843B+Op5jZY+1iDAvSMtwDKco2tVgY9pn4W6HF6rsC3Q3h5kM3BhlKcXqfz2+LI7nk5vmhShUym5CMUNsfNtLa5odDFtJYd3xYpmj0ztHxXY8EOsrsjSn+eZ7heNQvKi5r7+lfZQ+XXY8RX98C//P/0sefjQxAVT2EuqrkrDo+V9/PDw84nsxR50QJoWdMKx8n0cY1nREKosLHyV6HIp3jb6bj0G5qGFRRc7Knh0CvR2U5GWAx5vFUe65yel0Ph4pXNK3+PPPP1EXoEgLlTY8HjKzAhiW33Tx3QEt1G8MPWzz6eYVUEUCW8l+nYFhJdnLjdiI2atwsv0WukbGm8u1DzMZ9AnKqiYoQoDk2Q3SohQv9Vcw//EJ6cLSIoXSHUAmen+2dUWA7SmUoUr+119/0rWm+KY4sf0gfT9hlo4C5rW7M/4uQJiDke4IXlrX6r49CNd/0XrvjjHfEdTQTS4GamqsxbgCxR0ummdpkqeENlP+gdYwHZtF46Cq6Yh99oMnho4vQgU/PR7OjxIb6Wx4FlUvOYYPXedm/gzOm0yPt+bwrKascpj9rr4nczft1zFxz4wpvl2a26on6DLqwb9pTOKt+VSEMOM0iUR7meb9x8cH/RvNeBthsptP+sVa6w8vx7M0Yi+e2ubnmvnM0VdjuEosySJKgOgR3jgPYlaDd50kyav8oR+g8WLeEX1AwpMJ6dPQYygIUEDAFAWXBtKXdIfqupGTaNC2C1lZewBhfsbnEWiBYX+apP/BCHNyNcC0pPuFe/r+/k7HNrpN8Igs6mIPzvl1xvwsCfx8Op0OxyMN+oEmJH3T/5U/mJ+u64AMMJn/uEoU5vwwDmKaM9e7w1w/dIKIEebJpXm2pu+K1aSSQlo6DxGs/TzCbGtaYxsIk/5JNOuUcjskLkfqSaaiJ/V6VcSfIEyOhNWXIEw18jRPojwK8sAvCA+U0otKMYp+8rzk+SX+8ZgdjhSw0Lre11VOYOPp+eXl8ONwotP3QXpDyjwjhFm6bklIlf4bBE2a0rd8k74G2v8JqdCL0GBwiFqwcAthJIIhtM8GKvHoPTLlZmzuJYWRwyE7HukCTBAmZzKztKA4SYe004mAEGG7d9ommKhD53H+cx/CBK6bIEz1826EaXrMFc2yHRSQ8OJ9P+VaTxgayCiap+OTyHfpXnUD2k2QDJ9NDKHyZ4cZmIRSuGf5XSFMiD7RO8qOE0IrL9COP7Qv9NJ7MgyrOMVOkZIRqtiOqieoT9c6GCNMdSWVwuTtCBMZmynCrGyE+frrIcz3d/3tFs1ltOGUYC3dWSZnGU7SSok2YcJuhkMiwaEM6W8pn9P0op+DOD65LGH07enw8HwkkCk48/R8dk6eDzGirm+VLdEuhDmoAyF88RHYuqSTe6ezmhgXcxcmCLNX7ZNqdDpTp1JzY4Q5tHRpBtEnEKaWBZshzFgmNs3MP/9cQphFxtfW879Qa5157AFTFPollKUYXFZ/2dzJxWBmRAARGqqzLEESEp0767Ma/hRgn+aiY3OBHnWpXV3exh6RErU7CgIKYVYF2gALYfDS3C2Kkl2BkivV+XfWxO6gznE3wpRIZSPMf36V/H2shwZBQjTvK1+ePAPnAUJzODUU0HRi07+EpvrvizCRncsK5sLB1COQzYkO5ASk//rrr7e3N7oQKI6LHGsxyYQIWmsoTlIkjCwF2o1x8AIaD0eHNko6zs878tQr6yxQwzko7isHp90OU91lwXpjfounCBNNTEnyxIqRqwgzSjPaoi5agAidrVOplnfFaJr333Er30xO826QqQd3pmdFmuVJXqR5lReNuAtx5SFlcmMSl9w4I4kFaCDnWUZzNZCufxE7yGlnK3NClcXplD2/pE/P3NXuur147HIkoWl/PEbfvtNgrfgiV4Y4tCjSpAoCDNA+aXRlQVOp19aNRvCQU+EPD/GPHyUFE+kptlFczeYSzBoMXDfkHpOariOBTPrnQOIhnLAGVKZW6PXMmEk8KmRoGFC7gZzBmah3m9o3jAbmroLzLjM+nEpqy4ap8GUw2+Xr6215P2ziOat2B9zjI0Ky7wPCVLpJArMrKUUlpuuHtdMFbr3OvMU/LF+5wsoISUzw6PsP+Sg5ZPVLarfmM6x97Gl2S84C4kZh8asnqd0Zh2f/sBDm/ZHZ7A69xYeZjk78ZURarVZnEOkAYodTmjSlWBsIH5KznSynnHMiqABFEyNOMzr6EbwkkAlfHuZbHljuMooTSCsMGF5j9TWECZA50EK0X0+vG5nNxQTrXnOJBxnedsnHB2pFrZZHs9nO47usivW2W5BRqr8VYZoT/Zu2/lQIk93BYmzK9NY4E00QZpKnhAa/XKeINsKSxUYW5pXiUZi+quHoNDi52FlZFW/71nTqbeM3PgmycmBEq5KP5O9cfeAlzrq1NVxdxPVVMVQlqc5TDhodONYEITTqKR72BFb31DiwNluRKLyq1XllL7700s3BBFFBmLd1o/9eA+ur154ORZHRUYLvYIzTP1eEYa5Ef2+YJMN/6MGsHBUQOkpZs7qr9+CcX2S8jzU/AS9Zn4oTHQl9x4tk1Q28BK0Lqgiw3pt8TfHbLcM49elRGedJrn6GJ8d/PHvfDw7nYUqVh5k/zOwRCJgI1xyoZ/FnB8IURpOFMGkLoBPj4zrC/HE4u2GUS5pIc+P7ywxJGlKT3WBr/JrR7PMFCPPakP4jePTUg46oZbRREJajIJYRhhDLyIqVzwvPy09nApNM/vT9XsUojTD/+Bb96w+CoB0flgVh0iuHQSHtSDSaOKKVQFCT/kuP6UUXiNt5KApRcKPp4Hnxw0Py9FiNEaaCK7I/cmdKEESsV1DQZ/3QOwVjG3QxL+GTjfTjBGE2qtNh9O435AwtaiW4dgvgSnefDQI70gQxea4NMmETcyvCvEhbumgghAePBZ9xOlPoztJCR2O+eBxHYLaonPCsj1UD1A5sf+w1Hx/v+i64hTCxrcxYixbptx05TKRo4PSNgxg+p/yrOsiDq7aco9buJ29aKXRPuoM2WcntKLWouxmYeB0FL9dtE1fzmUIChJ6AHORl1RVFnCYUeUJJJMUJK7zlZUH/PXsBHXjRKv4AKcsj6wzTLdGOVNPrs4Ewl7H9LCes+BW6jeuG1CJUm/YizB61nrtzmEpewHTNAGFKLq4sraz7GGFGeXr0vB8Hwu1f0OODgdpWu5IVeTNOUv2g8z/Zc9txr9zHmDO5gd/epSNP2mxDkTpHa/bAwMSMpcdoj8jKBAFw3en1ucLOuc0EuU1+XBhU11ytlQoTSwqXsP26b00Ja7RDCZh7mv6JveSgSXQT449CTN+leV86+iNTY0KZiYAWPZOO9vQseiS6YIq6GM+Zn4rGx1W5nU/hojZ9VPrAcFfPC2RoWTGGDuD0Bf/3f//3f/7nf2jB0p5BVwf5W8Lei7GaPkNLZ6gk9UImdtDx5rLjdAN4+e3lTAiTnrIGzu061wU1x5rx/EINZTPTrjpErDaci5iY0EFuA2F+fz4+n1w/imFbYPiWi30HBlXaSlCQDqs+XyXfhzCrRonRaRiA1J+kL3qoPrJGcUZAQgruVQH3ywKjZeuxDsleqZLnVRKVhB7jqGf1DNqY+gtFmDAgbJlJt1FJ8ON8Tp+e6a80UQiXiggBtzVmp1N6OKYvB/qnwnObMp+nENFaThHPlAPoEPE+YBsP2r8GZO6Bl0bHGzXx1nAbdicwF1/W1NklDl/sqWWaJhR2uuBq16a2jmF3qZuXujWBifxn07VenJyDKM5yaD4P+UOWf9fiTtL7oCvmEcQuhiup/GsUAkQrK5pzKR7SARN3wXFd4bk1BmTqjvJRs88iVDZAekQeeBtOChd9rQBR8ArTO2U+p+WEfi3Cv/Y6Eb29b16Jlu+3wMt5PpM9v/h0wzokbZUWuRdGR9d7PjmPR7bjeeJxfjkzjHRpwhM68jz6K4rjZz84iTNcUZZrs2UXwrTXzgxhak7+XrcdC0s3ho4yYhrr91rsrbsJxNpBvtPpU5NZLQlAxjyxBZIp5jBt1Y7nxrlCmGGW0MUkePnHF8FLGi9nl/asNQ9oVKhVZt5eIOPegdexDwsQJtI4bKG1qC0ms5EuuGhEhDQVaJGCk4nSg7wj8FvJCjBSH6c/9APgJeSMOBQwvZxuHE8epI/QMbSBIkwXeSsifnfDQlwfcEGhh3nf6/yyAxnpXArfUjzycb/k+7IjDV152htoZxK5+uEPXZq//voLrFq+TfR42qsJPuzGOV/8RT4Ghw4J47uqSDYnRLmr05JkgmVA843g5f/In4+PPylAJCn/q/TOZ+JQP8WBeDWKpeia3NlF/iEI84+Xs3RQepE2pJgjN7vOJWcoodghdFvBx0ipb9x0IEypD0qO7tIRynLD8MfhtIYw/3g6EMg8OB7LyFdVVjJvnOvLXB/p1270CGG+XsDF+pkIs7EQZq+EelT9qxU/67Km75Jn3GcAIUcIYk+7eDqcwgiqiVyncvSm10+S0vchl0TBjn5gpuXpRMfmvq54Q24bIMzs5ZBzatTjNiKx556DN9AdCVuGwnKnOClVHpU9q6picMzZAQVHXoQaYQ7inHchzMlOPTiMf1hujLP6r9ZvaSefbZ7PtFGoAUVXEaafpE7IKQ+WKpKPNMAP48AoSwbiRRS1YPa69sqmuQm9Bm/yreiWeJ6HrGYPaceL0kg07LiF7KW+XxfdQqhNCQeZDjDQpCbewmtJI1jrTtn9tkvoaG0g34Iv+xl9D5Pfuw19WUOcDSs608V56kawlTlONHMI//w4HJ/P55PrEsIE2iR8QHsSeEfVvFnsVoRpw3VJJo8Qppbm25NgRFqSL8jIT3P5403W3WeuZGNxSgE4uQglHtw0eSiqc5PgpQ/CwCBMuuxBEhOS/ypsCXt3gv31Uhf5bM8aUxE0woT+8GSXNAgTi3SjKwErNE15hUqFMZMNWj1LlNgrQjKEKglG9nJ+I7hChxifK+khLWd2uBDimbBiUkSGjbo88qL0SujxYQGZT+AcfEJjM/Qb9UfvCRdoAC+rAoqOKjsp4Tcn7FBV+ihNd4oe/06I691USuQPbRLMmA38tMjQWWwhzOumM3d/ch3DtSkJan+SskYXjCnHtGpgw2o6RT9rNb+0hSFFURWpTE7kadMso6+Jvp4///yLLgAdnD3fp10+y1c7cewuci+KCPvtnHuMMJ9P/3o6fntm9zRas2ESlwInRp0yFsJ81yoQwm4aMpm6F34HwkQaRB5JmCrO0iMzwFcRpgKZ4u9G59bns/viuEeXXTRoeW58U5PPRC95+fle8huq5FVl+nDYgZL12WFwiWtF4ISr9hx+udVA8wNbbSkybRXv4B2kk109On24q57eTV6+LBoWoc8JiNIjISzd0CunSUVTIo7o0zVV2a3sgABjgoJC9JGhxsAI03UrCn1iUbqn8xpHY/COOqvnaGMHvBVeXiw/bhspTTDw4r5v9xzZDummjG5zNdf2a4BMOuN4ceJEUUwHhaZSkoljjIe8XwsXD/kDo7G1bwcMLNqkrPdLEY9uRMpqbEpRs++1LpPuWTCy2JK/HV2lSeZZJzNHErWgnTDCrJcw0pLa/H6EiTzSJ3t8TH7vblAkmrS5F8YUOn4cT9+XJBn/EJAplfHDy9nxwzDlUib3BFFYpv+1k96fRZj96JT0oatar2t9TFOM1xqTXEzgmxbXZxCm0fOE8y9aNeHRLB3Q9F3e6ZMYhEnwMhVvoy9EmKwTdTx7YbTRzbrG/kXvA77FXIPCIExp7l7ebaHlwsbyvCMzUxoduLR9g0KJ7Bmt9IjbKPJKaMD0sg6dXJwzdK3RTAEIIV4qwQam1auJ86JGQ5736E+k0ZRKJ/9JPtMx9KsNJJToKglLNtR9+i04hwinFpbsdchlSg2tcYPEQFbMaX9ulKvLvxth4pPDpymVZk9aRL5Q9/1A+RHD7AlUXgydmw2imLPl3LclA1+fHg9f9Yg713IwOv766y8gTJq6dd3Qo+kBNC3pGqx9Lwr4NOeiNHXFMpLW3c659+L634/Ow+FM+I2W7Q8htHMHCoEWyw9oslrfTX8ufDQEZKJgt62Yh04fA5y41tDWBInF5eG4gTAXs5r0UdHaeZWLwjtd335BL/k+hMn9PuNhjC1YclMKdmz5w6C34s4gkUtBI1XLLfO0cezWKbqmVtQSWCoLHpuoCbFLTuKRaDXEWIEaYRa86VFM7qRdHR3r6wBJIUwjS9g1X4gwwYE0jTyvK7zQCRd0vr+DsWBSmvjMpiHIpDfnH9uUHcu68qLYCUNCmIT1EXkWC+5A3UaYehthgrLlaYUT2rLpw0BGIxGNvgFhii1pY/Vx2N3fg7fgWIZ06Ai2cr92P/L0amv6pa7UjLzLV1a6YmDiGn5GA3NS2bwxddnIOa6kG+QEER1OTacJ8mCgWT4cRm5i9EuKLYn4W0n2QLWJYUpMSBfmqGJOVZN/WsuHA+0vVqPQjbLWzWTUwsG6qXXf5Q0NdJ9CmK2dnH+DR4DscdJI/v6hVSJdz00YYeZpnlGQ//F1CJPt3hxvrZt1m/2rEWY7QfgYCmGm4oi3ot3K307SYhQ4QNijRSvbv9+IyhBXNxqw2hQDk16TnnJ2XQKZgbQqI5mGPRRlo7qptvMzRtEFr/mZNfXxgS6kHAfe7d6i32i8fyhkkgnHNRJFjp75OTwrTH5SYGXbKnEzoWbmOTp/WKoo8ESZbPDm7qeOWl+MMHXqskNbKODlhB0KD2L6f+69BdyUYRw9gDBjEVPVFFP1CpGkJmTOvOFABCEmWiYUueiL4/XVsWXpe9FCS7KccCoNmjGL6g2Lw4liApncUe54j8fzj8P5x9F5OnsH+uhp2ur1Oz8PqvMU95WXyGQabd49CLOD9UnXpOzZ7X3jitVhP8IEyKQP7IYRGpS2v6bkQHpIYv67EWamPINGY/h9wz5EFVTQO9kBmZNZ0Kit2rpYFH0WYfY6X6e0jK5Vfg0XXXRWB4RJf6XAxnL+ddWVeUeonpbtUq7GZmBW2kkT4+q734Iw1db2upS3NJ9kUqmfwEsjMmOnMU0yE2gBmnWVsrwcFRnBgZSqQeRoHib2rMUue3wevry0/LO0XkeYeHApPadAmH/99Sd9X1bVo4gSBuwVovtklVyABplGCceo0xi+nDW0Zs6I/9l1835k62rbBM73mcLSwoqT+IDLu5YL2hl7wcC8lTcI7F21TUpXMoopyFC4sFOX0Es/er4bhidLp5Hg5ckLwiQVjNGAoWrrGNjHEFvVH81Zk9+v5cOtZPLCLjn3GTHwUqmFaytVsHZvyp12iAh3I8yxZhGKraL1SnO1p7lKIHOEMMs8zVIvDH58qRLmSRw++yWEuc3+VQhzhdNFj+c2TEaY1aKyCj2ebgFYffQevF+/vVHU8MXnEcAP6xe8SrBEaCETvHT9gIfnoqMHpgycbhL2Zt9vkSpVz4JMPCO2+RlU05tsbVXsydL8+mPwf5fsH61GiuyvrBn1pjSj4shGZfhR+IeR2C3Br4EPlTBdNdJ8r29DCPp3IEwzZ5BANcoDEBkAKhaRpdeLBsnmD9AyquRtN9Lx04GiFzz5JkVJWq01AGgl7R40w2kaE7TGEobr63zuocfHD2O5qjeogoRZdqYtUnZJxw/P3BgbPDn+w8mhH2iVvWnrNJwHX8dNeT16/7UGCDNbNp19NMLk4g6B0oyDP51tV3t8tsfDy4niDG3uV3WZVBqk78qfgjCvZjgFZFa1ZDLpsoqdUFkzuUJhgK9CmDcN5NlAR4cKK3pCCerw+Zo+FQFkOhUGfh2FbVkokGkx9Gxcx4DZYlDc0T++gTDfLV2gNZBm/NCX9nflHI0lORkGZILvNMlnmgauhh3nS1o7Z39AmOssAqWQycmLNAGdcnL17EGPRPSjz2cqj+AF0XLrtfld0w4I01Qwd/Yjt2Nu3lq+1yDMW2Mm4CVe7e4en7dNBiZSlFIIYGdGPsFVhTTQFVmRp3keZxnBy2e27zmK9BABS05RPh5PB8d1VSUsD9P04HL1/Af/3qNYSptN3TZGmMjI+9+BMMfR3sDLfoOxP1duXEaYu6vzQvDWP3wFwnzVqnE0CWmdoE0AjeQ0VycIkya8F/hfiDB/HE5uwAIOi7mFbfYvzSgoQS32ayiEmSRVVcNDYbp/iYI68kIUIQlh0juJjmIEDyBUn7lZOU2ROKLHu553PJ89STZROI3gTt41KGVerY9jC2ZiYcko6HIto3J1MD+ta6WWmnyVFcLfPvgS9U1R5oH0+Nesucfwku5pLvASe5ldWQb1CP1ZsFtdnBWA95ZnwZd1+hjOoamMJzz3Kj11mSNqZ1812nwF+xf/CuVVvJTOuvRax+9NGKZ8UKeFT6+MdLpWvCwJgfMRCarynLkNRaBAnXxNICprVln3wthove78ghSK/SQhkOnFSc6Wvg2B+DDNns7u88mJ46StGWQy0OWO45ZL2xOXOk4EEcRkdS82197sMALCRKsL7Qj0faRudUN9fIQwD6eTH+7M2SLtU7bV34swhwynJDMbIV4yU601rdbdzfDySxFmIggzjMKLTGql9U0H57pqs7SiXePHj/TpiUBmV5UXLbxvLH0VwmzrMbz8muyljXm2dcXbsVbS4iuADT5HmJOUJsaAK+oBOWdVSWvnRLtNXhCM2ESYnRRBuKM8lqWN/NiI32g9mJVPJCQi4CDI0J4VSvsP1pqCHN0YAOixM9HXLV2xybW6Y/eRWlUFFfft3ti11Wpoohst5FwBr0qGiEnix5EXhW4YnP3g6HovEsGeTmdmXWqrVoKXjyc6llKkjJlhWRVwDKcfQkJBUeQJc4teE1UGiWYqTbdYAd9TJTdTCEkJmwq7fQVs5cbPIExb2+oONaRFkAk1D1oIhXD5IO8jLK9X43MKhJmWWZTGjv+VCJMOCEEU0Wa3qJeyzf4Fp7efWRVgMMIU4MX4ZDbzZSaUphUIeSHRsQxBrkZI0QpFpdwdjqhnxzmeTsJ2i5CxhKw0rK43+G8DdhJlXcmwfUpX9sMiuUEJc1vd/TcaUvfP4gQeSSVgGF1kJrGLihSFzYXuGF5K7cWyU5xDR7vT8GvViqyMd6h1kl8FN74b9U44e9oVc0HFqSRdFWVi+hUGLzBs6yVeQVl+lHleZFJYj0RmnK8UhTDogkLVlheywEtaKRX7vaaOH4hD7hWtg8lgM7U8OwWhG8dN14JqTodwis+PhxNh/KrIX6U0z8iQA1Y30syk76L5A3xap5DfNxvt5IrLeulqOr7l+cHxvt9eH5/oZO6pkmPQB6u7nyGJuRdqNoVsZG2r2njae7KXX4ow6SZSAGRNA+1xFsdsmMXqcAWbrVeBnzw9pc/PLJ3UVK+XzrSKQGkH6taq/+tr+8cxLtcR5hUG5g6EOaHbNcYyFRRNaS0kjJeWBa2dYxDSnoGU1yrClH9qu1oOqrFQsIC+LrZqkBm6WVWBTPqqFHNo1+NWLMhB015zC5hcQZi4O+tYZYmrdnVoNlS1pvey/Vx1GNdZMrDmZtlL8adgZJi6YXj0/BfHfXEEUh5O8z5xXV09HOn0RDFWfBAMOBekWoiwQ6HgpbLk7kwheBvFrc23UVZf7wV7LqlC15NCuWStDcLEi19BmFqbyEaYn+wlHxB+U6ZZIhbeqWSB6l7V3Xi3MgiTLvjZ877QzefpeI5WPI4x94AiFrOCyEf1M7tVDHTx6MzeQg1d1DLRM07A7J0CUCitkXKY6jHtee9mHfUGj/d9nxDm2Tm7ooUrhRXeL7NBD/OKUpBxPPlkRWBANUL8EAnYLWfM32UAM9P1AbY33MteMtIgZOZL9d/9rz9GmJevQphgPqApDDqcED+neQUNK9Ayw0ixQ9H1IxMsAqWftolJ44CqmPPZti7NKwh6xFFItLLrJI1FriSDeBG9Kfp8oQRLlw7hl+Jkkmf0TMYE+3x87NGLL8mBTv1+SGgT5H8KhS+OZyPMD50DRG5/tHK1MZ/inLMYzqpmka5Wc4sEbZxPJ+duePkv8fWmF6l2n+lUv8+XOPt8UTKzZHZBg9Yeqd3cBS+/CGECH6ZAmOJODhUOWJ7lWdpwx3pZpUlNcYlmC2+Uw4kJ/si8LIAwZ/mWr4GXqtNk1VfoCgNTIcytKrmt/WKG6QlSXM2apbwTlkEITn5AUFN09dfVnBTCbLI8hdU7lElMz87kibqjnJ3NoeqMg23DXQZcKyeMZGrin1ee6ZaUneaKOruisSqsdBu7/PZzQUG0HG0Ws5csa+nH0ht+OLE6+suBxrfnwzcx4tnIfbEC7bg/FNX2qlX6D3U3dEyjPb9pxldmMuX6rRONPXnQOmS8k+bh0R6LbMy2G+AlXnBjnhvddckDjz/wVyBMOuZEIlmds7qgMmaVflhGmJ7vJXmaFJkfs/roVyLM05l2vXbGHrTmXrPG/gVaWON+GITZLulSyvcKzXqURokafTpCIeOkk1G2BDGGGZiO43E/L1vG0D91okiHppL0moMPBuDT3RWB2atdkBkD+fAf0EUuGqGF4KhQuAo9uJd5kat+n3q1h2XP+DchTOE3NqHqCKsNvExZ5j2Ugxv3YRUUrzQ71FYuMi1K6By3u3vQuaN9JBQKxQnFpDUIZBZFJq3h7MD+558sjAnfUngWQy6pqEoDL/OyupWhQeuxbGrhXnpRlhLwI8BG34qw3+PhTB+TNtJX/Zrb7m8D8wrF9CUeOyIA3amsLNyQ/dDvhpf/Un7lC3Fm48uyets4jWl34vx8hFk0Je1r96cuvxphchdelgonnXnsMCoFyKRZh00W0IsP+LTQOMvS9DQb6dSjDV5Ny9KXI0zjJL6Y97Nx8hXFIdPp0w1ygtsIE8vNuHASvExztlo+ev45CGk+Y+tf/bLyjnR4LEvVKkjXmRn778s5TAy4hNCfghP1FzZf0FnlNGf1WqCg1b7j/TjTsrC36IJSdrmRcaTOmxdlp3IbwlR4u7NlIZUgl6Iu1yp7WbI3LhdB9uEWKBG9nB1psxp4DuvAW3dCMTxrJ1dmYeHMXXWWQKYAwpJi+2KV9v19kPA1IBOuHOOcc2tnL6/O88nsMkqqn0eYBfsect2O9jxaHjDfRBO3jTDdMHyxuvg/P57PTlbmc86/UsPrtxT+UUdbcJvV7QbQe5l43OBfaT36ototCg8fdFPRu0fHRiRFW0vDHFZiBC2Pp5PruegrSdMUrRkQhTMVye0VgezNHRWBxQHNdjBFv4TV+XcNgROm4q/MECs2jnmDnzgDrmv+8rveSLvoKv3hr0CYmKsEHYNQcXoBL6HD6Ym5cJZl0s/O0vrKzxdn8NdeC6FUlXLATMHuiDTEhPYy/R4UUymdWA5i8jqsMxaBp9GA10kvGopPND+r4RQoLYazFzh+SC/UrqgrbN8jmrgHL/x+OLPapOMR2nyWuI1KhN03tI0wDS3TgJDFtUPvyJ3veX72w4d1lfU94/ns5mxPv7eKN0eYRlno7wWZ0on/OZD5dQiT1qO4TgRVpZjSdDshzIWuQ31nL5yNroo6CtlX6HgspYEFps9q3OhCvgNhqibWDVS2zcC0N9++N/0yV6rkqlZuHib0Py9Ojn5wFLeXnKWZBmmjha+sMK2yKQejuxHLgI3vgtuBw2leFCB2Mys7TSKFURvUMu7zAVSDTej097Xu1909Psqt77KrHDyPITDOxuCsb5HFhMkphGppQc5eRjGDlpflavh8QE395PmETK7Cy2as/sSqF+0qwhyjx/U855AJpxtY0M4ix7R+EvNxegLIxC9HLodAmJZrwHUlzHEfmeKHvN3Tnj8feZW7vhfIaZRiRV7kGdfg+JwZBKpKHuepEwRPp/O3r0OYdFIoqnI+OU2Pz2WlCP6htYyU1pl1elKMOO7Fi9OZxw3QI61cwBilUgsGZpE1bLV2QYlcTAlTWAIVRUGn9cPxCBJmnhd0/GbjYBUBrjv44H0NxeJLOr7p4hAmAQyuPuFs/veOgSUodTdflDfYT1x4LbVSiwpoz7r1nLs0Z6SvWWLsVyFMzJZcbsTA6RXhIO3KUdtB2EzUicPIuJbXmr5y8Et7S25uLozGIupC8qR3JCiL6rwgTE86DupYBDCP0pjBNe67OugFYQbfnk8Pz8eHl+PD4SzymKcX10vHapM2g/pj5Y20UkSjM139fAXRRcvL0gvjx+OdVfI/Hl++PR3oi7O5IX28fSZKNEnYQUlXyXUKketifyfIZDYmO1L9CggTZ3CQipOU1R4gnzWwMTkD06BbgeUYy6IO/PTxMX58zOjgk6cUPhtjOnCvC/ndCHMXM81+/CbCXG4Cks7lKM8Ofvjs+k4YxXxZqqHTvGtMPnPIauqsKb2XOlwL8QYNjGu1deRjM1ZfZw09+NPRf8uyRB0EJTa+GvOukN2Ds4K1oCPbWPATCFPt8q/LteCrkdx4ygvJvAzi6OyzdaMnnhw06Ic92UtbQf3xeCJY4oZhXhXbYLtR9qYtIG6H6bGejbeL4Bt5zmG+yQmIi1ZNZUVIlbFcQD6Wm2SrzQuu18dX0CYwrVK7WmEg7J82bMdGCDMMpQP0lSZqkqX0EWsLYYojuf/jcPoqR3I6Uxwo8jf1fGYu+vgsTjO1R1vXWbnw5HycoUPNpHtU+HI5tKzp5pm9OBBtB7wdcoOELbmyKRoU9GqORpiB4B+aLvwWYgW+J3+I3iJ0kPWfZmBiEPCwfIvudzb/mcM0SuP0iu5YHNZExzKGAL4spfdaNB6Z3JXGX9LHZGs7fFWnD/qS0MZOK5owEm2UAbOXPTqprWmxfu2wzk2cR0UUE2FXj2NUVYm7ru8EIZ1GbmVgmhtHS/XF8QheHg6n88k5Oh5hy2fHc6Koakeo1ewd3Puzguu0Wn6P3vMVRTJWpySQSZGHoOwdIJPgJYUs+uJN22zAS0QSa4Z04uxToTJeNizYiP20Yc2TvwdkKjamYvH9nQhzgDTCjqZDNxgaKm8m9luolQN+8OFIQGbpuex+7rp56FdJ1Ih5kM7mfRm87O0u8nV4aTbfPTvvHQizqMowTU5h+OR6L35AUBPVauWqKfkuwwIdVTAv6vKaFh7BjdD13arA0gPQQ1iJ/gbdDvotvYLPWZEMJ763T2SlataCKDXLa0Dv93WRjzp5bxT0MNWoXjmr1knOOkIPBzr5sjT60/H8dJRenh3Zy4kLJHuL0zYkHVKr8FKn3/kYJfXxmnnFZbN5gwzBYA/em+Q8de/GWHH0Y1SfBQfMeGPZ9fGb4KVh1b6PPaHug5fi8J6xcXMcYW2mrFWe0ooCwkSVPMzSZ9f7xnH+CxDmH3xkOJ69YNEvcrvKNt8a7OnNOz4d/egbsFbDtEtdPHoYxqCjB5UdqUbCyej1Q6NQJDAVwmQfH3SRe5IX5Zx8FIfB7tyadiHX7b2fY2Dii3eKaxrXbEN2PzvxZw5kmOWSJtp1RykOCVSGRih9ETqAd2yZxB5JWSslns+/O/y2wFf5KrUi0RzgLAHID5i6XLPm39yZLbxjMih3gDiC/DJdVsc5A2EWhNBc7+C4NKH3cxEnQzrHy4PjPR3OFBG4ii8+vIEkaic92rr+xY6Eb9fdIS/olOdC3uxESX9tutaL4qeze5ObDwYFmeezC/eiKxdQDcWZFxHmShQpuSNY9hHeT3nrF3udv6tQXrGa6C+AMAUgFSWbZ7muS/MNPlP0T4Jz+HRjbLWVnzVteXQeD4Pc93LPLdgk3W/Kolv3/blzbHaR35DbuQwlcqYLKkLLVlO5yl7Kqyd5dg5C2jSfPd8RxDJoUKP32XQP6dyXqZ43SnoiAdeF+a6+jwrFRsYVPZJMYs9ywkC67y9HQ4HpGLpoptBdCLNQhncfgwvnfU7i+3f55bih0RR9qqzMvfi6Fwyjjhc6chIEPdruPNw57rgcN/9/6t6Du41kSRr9/z/gfW/3fevunTv2jkbeW8qTMqQoesK393ANmtk950VmdhcKQANoGGq0OnV0JBJoWyYqMyMC2MD3RPku1oxu9dZjEs2wKIIDy7rP0bRiDx1hFsY5lRal3nr9rp7mTqf7tkvdoGZv11EymwtVOGve9JlY+ioIU9j3BCA9xw98Dtp32YIwEK8UDWH6mOT3McmvA2HyroHEMLtFCFPpNpdZDYfxB46KkDolKWEWO5ILdwldqU8rDr0SqZdDn+rna5BknyUqJdJVeDLMIm95bEPJE1TiMvekV8LZ+YLD1xib68plS46gm9eaEml3TbqOa2/S7dPcDw6rM6uMhkJmUXyWPBLbE2/xbJ1iLn+3tHf2/IvJEOYgR5irKq7jqnQnLOp+ud1JEM7XFljvcxZlVDsTQ7LFrZgj8FG12ZqWLyjZaDsTRzXTqpsWNgKp5PVSMdVKC+qoWWGpX0Il7yJ3n6f5c9ATF2n9AylVY8bLVWMeVRu44NmRW32tHLBrszAIZAPOZOfMhygrtep34r+CY/5dIcw0V8WkLsfSW2xm2hWQKYaSuTt2L6s35tFPtwKcaZr+yUlYrfaicLBWDczZLPLC2E6xSlLOrhWqspgqiiTpXJAJQIDdnEUK3uYpmS57fhIlvXY/795DWr14L4jtjoZ7RZhCKZtZlniD0DZcIsPT3gjGpi9MyTDEu/jzzz/x6HPeH/mGDLNIi4NMHWFejtT5LBMzWRlhZkznpJNg/SjDQQa8rLVaLarEshuWqdx5TuoNhwxwWfSygyU/jkUAs9ceA5k6g6afz4Hcr0qoTc5EmJNalEO9oP5QLVN67AyQmcWoeWxqfh8LjKBhBeaZaFb0VynFZJ/3wAvIBzmKI8kdiOa8VJoOEWbgnzSaa4GXe5kTU9NyCxzJc1IM3exC2WSp7GpjH8cFaYVJdoUwWVX+UnTXhe2r8IDKe4p6jAAGESnCO2PKZAQELrL8c13FZQFFJ+GxuR6Eqe7U51At+c9+x/ASL0KQD3lzs8Q9i2LFbIimnG7Ocllyyuzg/ZGbT+C3V/ZtH7metSLMjGXTbQvC5IF5xpbo7jeujL3QnNAzLT6SA6JKMNYtDGotozElX1CyZb6NptWw7KQzR/c1q3cFdKBJeP4oVu5dtMOlVXjk4IOzARZdy/NPFvH0EUdyCmD6ftxpFyru6lersIQCmTLB9nPR4My7mYt4Rcho0u2xsHhyXZJH3yHClGoiUW70iIsXiZMp21oJZc+TZXe4sGKl6iRd3wvrtajZSJOYdE/T/rrCmMqLvLACszC2MwNhDmu2OYJdBmHiTxTH6K4Ny6m0rLrl+HFEBbT9TDVxcuBkm6y0lxfpteUBcoLHsjLPMptFvv0Z1CTFwBLPBfHmI+UizkWqPN3FiD75AiV2Kkuuz2xjOcQy0+ZFLly2qE6RyjWQ/BrTjiSASQyR+hyGyP5pFUgS2NIP/SAO3cCvmyZ+ckK5STMkaevMoZWqF9gAaAxh9tLxamHVc2arqupvZzrC5DKM/miBbqoQ7AglXPFTxrLkWWw8ncNYn4swZdcjAlAr6lyRTpHvOUzU5ZKtRBOMbQNzSicHwrR972SdjuS0m3B8rz8R5+EHlRnrLdR1BcyI7cski1yaIEyMPky1lIolhNlmsswQYaa5D6PMQiLB0WwSwmSufY8y00OH6DmjQ1QrRZpmXdWSSqfIY5pP+p0pYQ7jllxopKqJMFE6rkvVC9gdYtrG+728kFSOiu+TlEGc2BzYzPUw1+cbPoowC/1Gy7fMxKcdswygL2urrAvxt6rAvNR2ZLJHVpkUqXLEf4MoBLxsWg6G9HIVU5eEMCnZUW2ZwGxUpD2v50syrnStC3UBEa+Qikf9vVC4vt9DRz9ttBbMj5uW6ydUkzannDtzNNYQpgh+5nnzQZ4zyubwbiaN0haC+TT6D9nx9Nrr0tX8PhFmtlKwHiPXqHdkIADVYNSbpulouChLXp9xGUI7RiMl9jN59uvJlSvWSWER5mKxnTx6I7FHjrTPh5dY170wYqUFYvdgt4kdWY/RwmAi2j82ikUdBfgBe0My57KtzLyM8xFSsiWr8zTkINtM5ktSVuXPPzHBinMKTcDKE0QhzIXwgzB9los65jPwkKUyW41wyjhNWXOJjBjCJBa3HTcKqq3WgeYkPiU/Xq8ZphdQ7VybSVgeoxrLw5rkky690r1kpJflL8ajl0XPfKbK5RjCnLSGVL/NVAh6WtUE79D176qdkWgLTHKcJysulhtEQ3vl1bT6c50iW3T2wigMqSSYro2AARtD267jheS1tEaEeVStNUwsVcWZRA5nLbYzumTmqWS0HcpRjrPIpWlVcx0G6gPMCyJsqyNMVowhx2fakEbEC26MI0yPjcXnj45c5z/u9TvrqpbkO01wjexx+X0hTD1uqcuD40mKUsF59ocDR4NUZPS45JKDy1Tf5ym18LXUrA6vTUeYIpO7gs8mV1MQa4yvtn1xcYH7kbqpzrwo33qfdpprXOTlZxIlyLW5uh3T8ZrYvXvLKGFKw5663Wk3DPO03jRsOyzhwMi1Lh19xz338xlIzlVuhJtDfJ+zFCuC4TgAmVy6P4vyg98eVRsAw4CXc+9XlLKYL5lpWE3uO/S5SB4pPtzVzY5zhDkW1ST2N69Ta2Ggf58IU1ZV9H/2wrZJ+Z/4btQvsf6LYJc9oRg8RBoXXIcLyIQvhkEX2/bF83r6yihxCcU11hGmLNOCMMvxx7M8rIYw5+XHsV4kbccPAS8rLRPYGvgbfVpd3txRkGlrpD2pw8QSTFYgTpYfF4Qcc7axWOyIlZzFSLebVcWQUzll2m2TEOaFUOxHEOZQtHx6uZ2YE5Eb1wpaKBe5ylBWi8JCGeURpgToiJvcjoG5DXY6MVxnWgUm0z1q+G2l2aqzchyrRXUlWkiF1p0kahNMFXeesSayyfJMZiPMLtcPzEWYM/RXx3hA3MgqlvcmxawfFa4XUR225e3mB++mqxWfSNZ+aWCpsHqURCYXeAAA4F4CRphcZtD1eA/lEML3vMDHArVWR/J6y7JwrrF1KtcgWgZXMMcnlCEZTInssRK7J/VpKVmKYOnsk9q8R9492mcIQxK+JDpzgOeTIcw2fqAjzPmjQ3Avc3x666on5Dx+xJkp7/vRWs8jUX09bkly9MHQhzTjD6epCvtHHInNc+iWmNFIrdEao5f5FQ6ZcZoXg+gFDRbChKTWSLsVT9ydRB4EE4HNqLq3Qj56oabyy1NVJS/OMKMSl7xltSzXC0J+FwujX96ndwCeq8zTbE2poB47NS0iaSZ6OXekXOQ6mTLBDnIeerYvwE6t1/HCYK6DJOBlw7RdP2x3Cxxjx16i7gzSy/WTZ2dPFCKVbb6SMFKamSqqqRBm0muvDjK/Z4SZCQgHPpfBeOiOsvmhSCazzzDAx7ItSnQlxWEcO6rXyWWyXm+H4XKxF83HWeMaT6zvJam1eV0cI40sSz7L2UdVYIZRgq1ctUUVyz46hXYvJTMI1C1zwdgsV8WaeErHfog0ikRE8XNeoFwuMaJiMLx1LuY0u5wlFz2NvMN3OW6fi21OUcuUPkwGN6Xd6CZjRMPqU6WEzzCp5Fx0IQbc5POVOAF59JzUm+Qq3mwVanQLmxi/BQR1wyBIMIJ4+OT+pIwzCTaLO88EvBzWxiiQWaipVRJhqvFSyDcvQpgCMvN0ueZwKjBSnp5Qe/LsVS7/Ps0xajGQuZovOdcbYH03zMyX4eyc6mciTv6il5LiClB/4PlRsHZH8uNag+Vnk8E4C/VM7m4JdIFnKwaODqOUQoSp11iSAA4nykVxUUeYIl3LCRGgzQAgnOXWzYRfLiZSofzMXTelIFkQ5hrrCdPc9TJ3Uf8udIqy6lDsoHnTLdfGrxK/vcS0LyWsuf6GJZIm2AvEXDeobb76heqIq7eLUXWvXj6N9LgCqvzeXFVgUokUscb6EsBkZw2pqP9GHB/FiZMq0HFnHI5wxm3ikhMsxH4xCNGHqVZ8QZBJo7Lfw7Bosvla3bBYAnH+UxLEmGmSlDjjeeb4Q+p/LHY0DB7impNOu2naR1OUi1ibqEnUngDwsjttXKhKMDHCSDVnEF5Tiv3vRCdfPVVZlHXWORHPyU6uraKaopGuQp1SurkkvOzGTGwn78jvQa1oDGHK8hezWg5Wk4hU/fsX/DpjKSnkwc57sV6eqM0oJ0SScJywVvePjoNqtcMWNgtfD5dNnusSK9rNTq7O004hPnGDUXZDTzF9CjDAJMeHijBrBlUsZw4+6WIIc2z80opDfzzx55JD8enama7mMB/ak1+xcUO2xjHdYGBTMBljti3PfJBvqRR+zohRaiyMps4pDt+h7tdPp9JMJi9+ssmeIlNKH2S05bKomzeDwIRBHLY43iUYctJbfD8XIKo1DcCMEGNRVP3TfIwP+uot67XWeuMeJSXZ4145BUisRJZ8ZLxMHkRlycc6lUDifgaJdQ2EXm4mlfGAum0xr8wA/GC8RGQJhLmSa2SfIt7ky2CyEiYHYbhyri0xKCoC4QrMq3AkJ99Pz0smKvBFSa98bcbIIigIc6b/i0QUcyn1DpCPZDYxL6q4E16Z6Nz2+A/GNkC4GPrEVEvQIf52Nn5nXWdOku21J6qjl24XmWNRJ9MpuppY33IXhgeOOxVSDxA4drtn52d5RvwMT1LirkKNlOw5HmOcRL0imZqraLkm7fi+TAZCkpSNBksvjeNIeTWiI9HEHoU+SxB8s6jyXPcc/ByTWtOyK00D2AyXi9VfkL/IjKis+uwTyeeBTh3frxpW03axqs3vFSTCnWHgQvuzKdec+Vb3NLLe8F6mI0zAS4MWlLg7g26pMceH2FJ5c2g2GZPfUjZtZ1ocRtLrUrWlvOoEZCqmAIHM/kg+fVF4mR2q35Ws2feAMCezfjIEMP1a1NF8imSeU94CHxUGHGc0fAaZZ1xwyKs8lsh2uxsEbcvsOPZA6pcWutRMwS/NAAwfeXzt1jKMM+CljIgzLZrXU3nktDDKNJYlb4dxbCuEyeGaRWOYY8MBX+d4gsu1RiKyJ3Xrfcnaa4FZ8ijBdKor9NIad3bmsCqmYE55YqnmOq3hrr5w3HIeUD5DSoyuU7aQe+g7k/H6c4VwqYvIDfsGJeYEBU3PWCs+6Sa279YM47Bak0DlZPmlwEtsq10f60vS4xNldy1jXO1E8lprVTyg2vBqNY36QoSZ5ppCs3WBZqNQxfQpBpmylciFkpTrvba1yXVKc4mhGQ5QC4HMpRFmh9lGJJlLu0vKawiTF+8+4kigxJiwX7giR3IvCBiEjKyMC+kUjTXJkhORnOBf8SqvODIs4xdL6Ekwj4Ywu27uUU5o0/dYDLPeMgzybe90gnyHOPs6z3MfHxr7K/vR6MfE3SlHy6uI9S3aBBXgTiV6KbKfF5e0uJBTD0+P4n4ok2S+6aaofskivbU0TCZSQTeWDWl3hh70ZY5DdRRhVgSLHQeTlc6o7pScoUrxv9bV5ip+0AqV9oMoNh2PRNctJ4wiffqarbGmGsUuiHHT9eOoZjkNm3hDZfYFGk98qgNsYXfqcZRGtG4UrsOPHM+vt6xjDWQKbfyk3mzaFDWaPdYk1zYaq1Hll1P1UXWGgsDLgYoVnAGXDKMcCmEqf2T958shzLgbd9IOX2p/JXi5boQp7AMVUZE1FINCdL+jCDNkX/aYUtjPmQvgnGgS5hFHIY76UTjotgcE2AHJ22W5PwphcrnLGDodu84ZGECpaEp0WufS6irW82KYkYphUixX01Ffbh+dcsYq07TU1jUZWRLwV69A+JWCMFUUJWcgWqqAM51wnVZVQ6mOMPP915hOUZkhPGRa5Z7X8o6U8EVvpmdfPujOlIxYnytSSGXUsk4ajYPKOLAE1DzIp4KGiQnPS7Ji/oz2OMmO0S94Wht1Y1Txz2FTfWx275qHMPldTFP115xVe1p/lgOOccw1wLxqJFOvFVm0kSdanAlNhGHIVsXnLEWYeqLbzL8IksiLgib5RbbW6BdZaTSDKJys8l1FI2uUeVGsFaMyuQIPzjmbYjM7I6+LHtHMxIddlirClkghTOJDsVTR7OvMOT6JyDWvj+MTi3X1t4yVzZ5McFWdbjuMAq689lOqT7hgcUggsYAts7FZcf7ynP5UhNkWbzW3RySFWa8p7z+x8mKTkAK+SDfp2MoZ6ls8+ctSih8EzHo9L4yAMNE4Ud7ujOlmKJXdKep20ofxrPwkrrIjOeYHPIe5K46qzl1oXF+c8ypEIZqMWaCqMTFThVEMkCnVmAIvq00DPS8BLJm3YRlWSjC8FAfGYYJ1eh3LcNHMZYsYZA7ONSvSq0KYvaQ36PK6vwK2XDfCTCeyz13m0QjZGVOkzWNKeVvg3BLQYHsFH2vkyNHI2anbw6Tqex2MI9vu+F5/uvZjAcI8G6742hI5ksGcnX+XpC3By0F/WKaYx6zKIExAGiw/puthjDRtN24nCl4OplRfzG0pM08dnnF05oLyTRb6uWJ5SApSJAfxb5F9FqMlmYGFEqgUabSZMMsjZzuvvAqR8NUqCDPNtetzjK04fbNcoTV3LbawJ6ahH0aG7bJ1NfaVBVWXJ7VmrWniM14UJl1J8KnCibNpY1xA79nZiNO3avjJEGHmmvnDmlLe0ayOMNO5vlH8EMRftaeF5cUXRoVPB9pd5LvpVUHmcpHMpEPO3UKsSNoSSU65loxV1k2DbHGSKIgjTAeV5hw1gIURZrMVJfHkWrwWhMmBsmKEeZG5n1CVKaCjdCzKIGiukXiJdq6ZOeAqzUajXqvXCGFGUZvHLydVBWEOFXTHF7JBhjBVP1/0jgpnG5Erx9/ryryv0mRssns4EawkeikxPVF5km2KmOoO5nEorroVZskpxcm18WjdeUal/PwDgZdciUF4rEOO6pwL8L1efw5GXduTz2fguYofuELMEmGcNC0HwAzQMABm4TyyzKviUqcFlgsijZRY55olLJo4DhBd0zC9IrWxwqbGNa8pJaLuGFA560cmT92THRdvOm6lYZzWW5VGq2FYjuejE06qtRf22AFDCL3q8ryEcsVY3aYe82S2+7CwTRzMs9KvQV7oy9WYyyHMpJcIHeN7Q5hq3RTpYBUnTLkaUKRISKqIZqoBE386mLgEZEo6Y2xFBjZvO3bcaiWGgTmlFMLMcrtF6peyZEsemSWDyiDVvEZxyCDOMFLOpyiLMB0PD0U/8nKrgJpzbMeZppGiK8qKorXPjsaicSEI07YtHWFKqHaqRznnZOXZKn1FsS0rNTtNUYuSJPt5CUdyCR7iGkKOceGpur7fspxK0yjk9RycVk9qjVqLYpdAABhr6ajc8eQaPZxImVkv8dvJOUSPSyi1Xg1hpmr3MXsLsyrCVJHMdMguV/bWMpQkCj3I1TCGFUFrimQupFwUUxyGRnqSRNLl8KdDKeBQWL1+FNDLDYOW4xzX1qZTRO20Wm0ZpNs80btWRJhRTIVw8sCnjQXCkL2OcDQEIbDsjxPTc+hKGlr9Vqo06/V6rUYIM2TVUOBYkSajPWNWgkvdq9cfNt5zdZjDkpSny80btjTbRLRBDaTqu4RWEiUWMdHFSdJZd/xQYmhSfMXRS8kyX5CRxCDlOc3mPPJfj4TVqx8MxndkhDC7mcsAPdWJuHpeGUghNaykYrRBqizdLk/sqUQYfCZ/LacFtOS95OVMhZhw9JMD9EYg4KZltyzX9YceN6rukWfIIQliDGnLkxGBTd/zWi2jUm/iaHMZ5dKyjN50zntBy3U+JTKm7xlx8S7WccfFLtEPsg3ygpQBEoRPh6HLcs/8MsuaSWxHTV8KYSqQ2c0oun2p6Up5hVoaYeJb4p30HSJMJQohUyJXNSgtVlw6Zgbbodk15m3CGVdhEd3PcQocagjIYKNqmR3X6YVBv9uZcwEqA5s7PI5dW86MwOqcSQuWRJh6ZE9epdTyzY5kUpY8jCzXr5nOuhCmRE5EwX6azrPEM0WgCTjQ44ilCO4xwhzgeVuWqSHMvmSNi+WJGOdk3OQsEd+R6qbyykKzEWZvniO5zEvYF5ieVzPMSrOV+YxPiXTh59hstmwng5fliq+yffq50D+zsO3YF/W4hCBMVeubp8i7mkzQMghTt++ZjTAVcUwRfIRHLGqTvX5GJx+Wr1+uM5K5EPcnbkeWbdoOqbDiGoRxJiU0HI1xwySrwFRVteuCl/uVes20ycNuonetgjCF6YPBJeZEM44guiu4U9wyBqDwU1RunRBm/lup0gS8JIV4oyWfkTRQR9TP4sQLQzwvzCqqYQ9rOC7+9oIwxqy7DoQpUj+4HnHGLVm+iEfZMOzD0/r+Sa3WNDtUlrPSZYyNTTxJkYfK5JjokpjX0+/HnC/Dw/xmWeMSzzBzsx0bIx12WFbphjE8LNUOEkYg/S7HAbzEzCKoKUkSJ9eHX1rPfIk2jAMUscgnbxzb8AibysA3SN82wAyl//ZcTZtnmQPa2HNQ/gJ4fgk2oZZFEQOjbI/KnjzPigsp4J2dZ15FQqyTvjQgecx2iB/ydL1oB5MKf4qqLb7iZ3KFGcIchkcktqmyinqEUy64l3aXy5Lj8wm++n0jTFrpcHPdccVL8vANPFGNwHQgO3quyYx40IxHMikjGgbdwOtFYR8z52zVypyMXLh6jmbwu4wvF0CYvcF4vjgHmfMQJnHJg6ph1y0H/+50Wd81JyarBGt5XZHMSYQpVOTszLYdMzLL/MypJtzPY5gSJzFNI1bMo5Fo7UR+PEeYQlVW5TSLjtxpCLPMKi+zK8Z43bRYAndO/hQIs9o0sHuOO8mkL9js69Q1mia/e6EpkGS8e+2+9B3HEgizn7tPKiufGQhTKRfp404vyNSrnkZS+etg/SgwXAph9jushEkyZSJoIAam2FoapkGeOBTADN3Qb1hmYVXt0o30kGvNQi5qVuG/LNMHtx9MdyTXGwYpGyUQhry8vCSacxxJ8FMKWsSoi6K6gxSAu1avTyDMBFcZJW3gt4PT2vb+ycfdw49fjz5xwz+2dg93Dk8qTcMNAswwqwAPGZLtbtd2A8DXuN0ReFPmu7jQvePq249fX2/tfjk4BYRa+jJGp7Lz84x50SF1Hs6WYgL3sEPBLAjYjV7Pm+Vvxnkp/SRH6tuHNXKdREospLr1PHPJoawxw8tMEx4DJCKmTFcI8ugGpIpMxh3fVPd+iZHCqCxBbzTZkKDQpzuDTwMyJO2wzgPhWI49cqkD7b/OBilGAB7EacOolXai5OeZCWMuhMMVL6CTRzIFUUvKeOm40EVOIy0ZvdSfz1kOJocIc6gfPiQEKRQhMQSiwfaWgZdr0MD8BgizS/GTsWSN5B95gxBJvgwgk+eEqZFM7ELQr8/6XRqgs11+NP/xae6QQxZSv1grexpqHZxlTee8SCRztmaRcMktzz9tWadN05CMbbfTGwoV5tzqvFKu5BAA8MhU8tqzVPLwzEUfL8iSMm3FZsXKPuSSp3ltpLI+1Dk+Ws53WGGYlk0TXGoz7djjLY8whVfohUGl2SpTnscugYbleYIw8XgXuk61IhQiTMX86ua8e93PcWmEqZ5zT3fzmV6DoY4/Vl2sgsy63KvU/Q4VG9YBL8siTNYpCkmnyBA/ZcBLrAFZBaZleqEPeBnEoe27lWZBVe0qjc2brMk17iL3bltI519vCmHO1RHSESbuHQ8uThLP9wUnqDrMIdOnmTF9VJacT9F3/Qh48uHLrWv3X/x868mvd579dve5tF/vPrvz7O3mzj42Vph2VkGYAi/rLevl1s7rD18M2+2XRphBFAH6Pn714eHG1ub2Pu5w2kBbYNEneIkZAH2XcrSyScfTBrx8+2l34/32cbXpBVEZZe+Fzrt6m9yx6okhTN2e+I3yPlGxEkRsAQsi7ugs9yRiR/u2sHviefzl9d9FXjyZltaqYvwfAl7ano9FMJ2Szc/4mznvskeTPOWjA9aVkoI39GeXNYsatlseYUrEtaRm0eRbIyZpO3NjGeS8pBU3bmM1WnOrMfPcH6br3lgMU8erY736IqejAmEurFP0vwFhCooTpZRCGoV4WLgugUmOZKYsXybscvqTZW/xZgFjCGSyU/nMphmajFeaqQTiXPXL6di1P5SIlArMVOoSe3NimBxad4Kgbtk0QCzHJO28MCKd7a52/FQR60rGM1WGLpxZA3aZ5VyG5XmXl4QwsdgZhiEIv1BvJ9VqWccQplilT3u/00ZKod5UVv853U9WlTimnHMxPXeaX48Ws6oeVGqnjWbLtoFIE5aFnObOWXidumrTZJZcz6TrtVV6LHEVhDkDUo6nyHtDYUzubJmDpK7HpdQys13D+ob5ENzOQ5jiX48hb5GNkitxPCxAURyLtYqqwDTsdfr4SDupNyyXClTGlDCzGrnMv3WZtHKGMAOfNKVnrvgqD87u5Lj3NEnafo4wcz1MR8rSMCuaoofJI1QSphi8+JzjBa8/7F67v/H3aw/+du3B7/de3Hz8SrXHr7Y+7x01DIu8Rc7IWzlhLQss9GhBRLT0fo4QLjgPDuSK1R/XgRZGMfoKFgUMddv1P+8d/37v+R8PNvaOa4AI7Y6ImZ8Jj4M0lKLY4y+S4GEvY6/jRO8/7917/u7O07cvN3eaJuBQ4ocRHT+OVWVmljfkgFXMF+nzTeKCe9p+Wao6wzhxg8j2AjQcqt0lERXcXaXRuvHo5W93nuGMtaaJX8l3JcvAIV85dSSn7qd9RcXFJ3HZ9HPazfVwkclED1m95eyY8eojqecXtzWqh4/x6GPiKdhDeClxS3FRx6vPVFm+LbtHmsQDcwJ42WQQuoTleC3LwfPvTFcjH54ln+Sbln1ab/LSFvS5+D/GgwqChu0YntctF58fqbxaLuR4Lr7l4voXyUS9FlSfZ/QGHBSdw0OfRJiTOfcChHmGL/SAFb9zhDlU5ilnOadUoLvdWTV10mOxQWBvC4c3a13eJvXFW1a8y7vtJMWKGUf9JJqTH9f8x8fygGOr7cLwModbSgEpi3HlieMZkIBLBdA14yCJ3CiwfL/pODVATdNqOV7SbuvHl3jmDP2csUbVmAkl2hilz1IRofLFnADSzTWfsdpRhISqx4e1fIV3PYYoBBcJpi2f2Z+GMOXFidrtJMKUkSIxN8qO+X4ZjUSGly3AS5/54xxLLzvJ5DWWQ3hZyBZUbCBN3Gk8Wy0mjzNqfVdCmJpaUVZd3En0V1mIM3tF5kHLwcvhjqMEwhSdIj8nkstQ7bBuIQnLeG6mgemuWQNTWqXZCuJocpexdB5NNYUwsZGcvYvBWdh6wpKUDc7KEkBZllx23Jy7SfICPHKNNE1Tqp2BP8W3xfWDNx92bz56DZD5cGNz77jaIiZF1sijL6LVHAMGc5PpuniYn74eAYChATGe1ls4Qp+kI0WZ+Bzo8cvB6dbO/ub2/vbe8UmtFURAZfHhaeP528/AsT9cf/hq6wv+C+DqUzUgFRc5foBD4YDvt/c2d/Z3D08N2xGEpiPMp28+4uAHJ7UPXw5wCvxbr8wUmOf64eFp/dPuIY6DS8UFoxv0cocaqer8elTd2jl493kPx9k/qVkuyVxiqw44/fOtJ//1+/2HL7c+7h6q77JSd9uw3a9HFT71wRdcBEHQUEAmPgOghsveOThpmE7LcnHY42oD31odP4xOFOJLXowwsTqYltloNjAVA1lSvJq3ACpuSWTYXk9o46wY78bs2XH2DSsB9Px4WW4Lf4V11x002dzN/SKtU922k+tIiMyslJqHcUSkIduxPL8kwlylvjprwi5Pe508iSBxs0xm5Cx3Y1/8yJSP6xEbDlsnKn8hd4xuoTueptbOxI2LIcLh+E/GSZ9EmCL0lCxVhPlNEaZUhZVHmP2sZq+MR0aa6To6XJMZyStjHQafq5KsBB0sCDq23XGd2SxyyTXreF5xZoX4rKxPllth+7ljYJYrz+OWnS45p8xAmFRskxvTYw01PLdmWsdNqich1s9geP0ZAMtx7NxIpkQmRXp9dk2OchVh9cuujjAFc/ZGnYBmPyIdYS44TQ2m5WdV3HsY32DmHZlVswwu/o6SGNth7G1naCSSQlGVfSEdN4OXPJOP4Qfl4aVSFefav5XtgrjPz+C2Z1sYzfRH3Qv+dDMu2RUgzKHi+oh3ZG+KN5BKl88VgF0IYcrkn8nCT5hsjiDMbhKEviQEmdtCU7SYn7rsQh4kId4XVtlKo9jxc7km/aFhWli5Jt+j0shKS+g/T5vBgDCxDmISmL2GCsJkp0hBmN28Bi8UK6s4zjwREtZ3A9xstQgzyniUGnUSZmeEeevx65uPXr1495nClar0ltmLfCOUUMbiBUD3bvvri/efH7/+8PDl5pPXH159+ALQxbG+ftLuhHH76ZtPaE9efwQaxAGB8UzHR/v09fjus3f/9uudf//17oMXmx++HB5g7JFnRAx4CcSJQ+GAQLmPXm5tbG5v7x/XW3jOXUGYgJd/PNi49fjNxvttAFScHZgTHwZKxCjuMlsEF9wwbcC81x++PHvzCQ2X+vrjF6A+0/H4drq26+HU6gqfvf0EJFxtGqRRVm+9+bgLDPx/f759A0/j/fbHrwDCLTzBKE7wW2DOl5s78i38A2B4/6SKy8MQipJ2pWHgV/eev8cBcdevt758/noEfL4kGpk99WkKurJ17XIcBp3HMA3ZSni+j5GPie9P/iNqfh2qt4+wRErnIcX7Il7n1bUsyz+Yr1CkN0FQeJh413iV3Xman9loGvQDFjc+4iwGaTmxbx3WULafdtDbsa0oebQ1IMzLDGQO5UHy+Vkp5JTUHRprUj+A0VRrmZWmUW0ZdcPC7Cc7uPFXcDk0v6MYWmaAOMgFpQeTenqrMH2+JcIci1SUXHeEvlpmz6JpEes6maIla5utpm+ZkWGEtVrcavVY92w6vByca6IxqrGUZRZTWjJ6qRBmOqS9KHiZdLABSWaAzHanHXcyk/ogIaG/puNUTKvpuAmvSmlWiqkpw8tP5kUyJQsgpHJscmciTOKeC8Ls9YYIk+ow21TPM1azVya3uzjC1LQ6i6pkFcLMIvy9HpZIL4goUxJh3W1jSGJlma2RSBV3LRO7Xcm1qViBQpja7mO0IlGj9qsA+OxXkH9SRnq+9RiMeUHO6lRLIkzNNVJ9XsTBpqoe9Ude8dx9lr6jzP6M7jGH16mKRXPEW4gwSQmTs8DY0XAPJDUDgCiKuvkupcjbpEAFRMXSpmtDmNIfgIiI+TLxHjUV1iU9qVNWppVIy2xlPIUwWVvmQkYullCJYUqWQeRrIs4Uh1FkmpZSyJTqu16OMAEvf7/3HJhtm8OSqrUsF2/ijOSmB47nb27vAUQBCgLCPX378c6zt7/cfnL32duTWsv1Q0Csw9P6L7ef4mgAYG8/fQUSAwIE6kPb3Nm/9eT1//3l9r/9cgdw8e2nva/HVXwFSyHgJX6FL+JQj19tPX71ASDz/ov3OALWSBwZBwHk++GPh3+/9vD6w1dAqgI4f7j+8Nr9DQC/punECcUYgWlvPn51//k7wEt8/dXWzu2nb3BfH3ePcDtN0947rtx+8vr3ey/wyXef9oBX8bEj1rsG4sVl/+33+//60y18AHAXGBI/RJfCdeKScEZgWnzlzcevL95t45JwkQCZluuhS+wdV3Ex//nPe7/deYZTPHq5iQu7CoR5OaGgS9bSvbbnk8tAy2jh5WJwihEksOXFxSXGWyjhfdcRHpkkIFKWOb2KK5yxysgY6Zdb07NxQVgxsj2Pos1hVMjxKRgj/R4ApPJZoKi9R/cuLOCWYdSbmNwdoO4yfJn1IMy85Ug7lXqk4Vadh6fUzmkts647n4I/SfsoCLDzrTRbxzVSRDmpNyQwgo1VsUd5HrrMFinWg1K2MsPyzpwQl6sVrYIwRRx+ZZw5dZUZiVSURJiMTzozVA0LemPuUKP5YZ3jJ+RR3Gq6jbpfrc5CmIMhwtSbAAlxfuHqppVCN0NVlv6QggFgGVOIchbClM8ohOn4PnpR3bZN7M74Qcn1yzUP88glIpmiaCHCaFi+hYhXOAOQah97+givBwscTiMMC4m99PNRo5sxjdVe6tBiOdfjqehuFGHyzED7XyxAWOmw0cM/LM9v2bM0EiVahc0g4CUHh1OJG+gIc5hfEGreYLQIRGNbX+TGkbP78PCTWlXGDA2ikghzSPaZWXs5Bh1n48YxkCnT47RBrWUu+kpuUT/pJBLWM+aTOplxO2Ymi90m37ez//7v/xbVcWKRB2QTSUbkgVc3jONa/WBdKuun1ZN6s7ACU1s9Jfe3FDn0En2Is9uBjxlydm/paYqXzCUfiWFqzpJUL4kH2m53clfBlLLSDDZUDPP6g5c/3Xz8z7vPASCBuFTbPaz4UTzgvSqmmq2d/ecAZp+/vv+8t7G5TYjx59s/3ni0s39SNwDeap/3j4Ehf7n1BPhtc3v/9YddwDdSPXLcnYMTwLP/+O3uf/x2Dxhye/8ES3+laQDe4VA/33qCC3j+7tOHLwdoOMXzt5+2dg7cIBKEef3hS4C3v197ALiIzwPi4mh/u/YAsPMZYcQqJ6br1+69wGeoYnNrBwDv7cev+CLAM+Di1peDo2oDP8SJACMZQO7jqwQwG0aLJLhNQEocELdw6/FrnOLLwelxtVltmJ92j369/RRHxknxlQ9fDoEzAYkBJvFfTCP4Om7wx5uP/99/3MDxAZXx9cNKPV53ljzraZwZUdIc/ZQ4PrZjmej/nPg+59ClxC2xwMRxjJ+LkTp22Et30RWbcvDpTmdVFPd2LkLAjI3eTJBpHsaTaTnptEknpJLphGC0+JyewygwDCpLrtXxe4vEtEswbtaLMC8VueZcUuQpy5z2e5pGnIjWSj5dxKIp2jYo8FVhJl0niAkPYKxhZ900zbppcGVX1Jlwtr0s8phTTuU6wuSelkntdfrLiGEqhJkpLQ8yE6L1IsxMUTlHUyURpqyYolBUvkJPqqHwUriG2UefFq5lRLt4w2w0QqM1NUs+VL8cbRmjvM/xxvVwHIb1ZnlasMNypuURJmv9eRh3mMOBpzvsWZDm2GYEYabzI5n4oo/+iWdkGMTGZVJ54UoqGB4fThKAkP7Fxbnk3Sgq0utc5E40yr19komscKaq61t65KoM9VitrEKYokCC/d1pvXlUrR/V6rzFo43eDOyhopfMcRD1+BGEqeKTmdZl5g+b6TJlnxnLpJckMV0OC2PUvZSpx5itVlQQz9Sil2NHKJP77mspnqwss2hcj+0seI9JTf/JJPpVCFNvCmRGbdYpsm0cHfDyf/7nf8Q5sWW0vNAHvMTfhmOf1ukV768JXu5X6pWWGRCJtbhCMucCzOcgFL50pQOWadLO7C09TfESW7xObtMjepis0NLD+CX9MeZx4GGKD5e8L5dr0jDkBWFeu/8CoOu/fr8PkHnz0SvVXm5uY8GS3o5FDqMGGJIR4B4QFMDev/1y54c/HgB5ntaN/Urj60nt//xwA8Dv/vN37xigAnmyVUYbGGyT8ds/bjwCqCPNoiTBXg8I7e6zdzcevQK4Pa23hEcDIEFzN0erJEuOi/nx+iP8vX9cxTKKyz44rQEHAuY9fLn1/vM+QCb+/unmE5wChwKSBIgFyn3w4v2NRy/xSUBWXM72/jEQIDAkzgiU+HnvGPAS20+Sl+92jir1X24/waPAjR/Xmo4fYEMBBIrvAgMTcn6/jYvf3jt583H3xsOXeG5Aqp++HmKuEIQJGPzs7cf9k6phO9N2ImsBJ3kpXZ/hZSIVyJiTmf+OPxcSt8ScDBDF3ITMTr2kkO/6r1lz8Mkgbuk1HV9AV2laNsBWGZblOVfGemGk64SYlg2EGXDxdrPVArzEHwwiPL250dSS7parvFA2pmRhpQKEGSnHGZUQ1COcFGDsowO3mWcXBRFNgLhbJ/DDJJ5EmDm4HdZbqvrMCYQ5jJa3+52ou7DWuiBM3YBSOV2uHWF2dYRZIgC4SnSLMuPM+hECHX5EfEbHMVut0LY6mMM1rfUcSU717hFA2Fc64fyxFUFm7mOSqUSKptkIwsyJP/r6O4YwgS2bjKSDKMaH5DpFEHvSP322syQjTOKcNvGn1eQSFZd9t8c5rcIj8MiVu91n1RG8UIcqEygqMvYiSL9FA5l6VLOX8/HXwqpTTgfi75AzfdChuy0mFJeMZWFGOpJkKCfHZY24yAXBlLv6QMlYKZWhYRvRJF9uwjlbE8KcRHqTKE7/QMl46RjIlOomfe9QiDCHapwqDz5Fn7On6SZloc40o0FhmIRJaJiGRPAALwEycRquBM4QpuN72MWvkeOjNDDblFMrUrRYbQ0SLgM6rVhlFfpq6U1XK8IWTwkhapUhJMkizpIpJ0Nl2RKpIlLOZDafIMw/7m8AmP1449Gdp284T501QEeMAnwdLwvw5etJdevLwSazeN5v7z16ufXvv979+7UH7z5/PW20qoZVMx2Jhd599vY5lzgeVhriIo2/BYMBqh2c1oULjIO/ePf5+sOXAJnTlIgEYd5+8ua3u89wSYB8/LTP8Q+gu9/vvbj/4v3G5o7EFXExaM/ffv789Rjt/fb+s7ef8IE7T9/it9WmAdwIYPwrp/JxNABFYEw8I7meumHhLD9cf4h7xNTa7fcAPj9/PQJg/unG41/vPH25uSNHBjAGdsVtAk8CcuPIcneMnw/xrArrKNbVlHohk4y6QRCQAGwY4I3zWneBkcZxS3LBoHCB56mOcUWXNLedl3bwmWzASFxrYZGLVgl4DByCneBYlgo7UqBLNGK9tYwaFjky0CAf9tkIs7y75Urv9CLDmZrdRoYhU8Ee+V5eB58S4cRekhvGWbuTp5MyruhEzHPIHM+5RdrPBzrCHKv4XQ5hCsik1pVgJnAml3utP0s+sr6UKWJcGmFe5rWCbNXqS9YAD5RSwLblOXYU+N0cYaqc+Nl0755s5e0k5Hk6GOFErwgylUokUMoIwlTxpdHok44wvShs2E7Dcp0gRPfChzTM3C+mWk9HPlK75Xluq9WqN+pMSGxhdppc7wSLuq7bJvZ6KvxEl0kW/X6BBnU+arKBI1qL+jaN/ePWMHJVPFOpFZF0Z6ddN8zysawjonLYrk8F/DLzjCmEKPV4JZuv6jOzlpttrYQw8y1MSdSnVBdmYNGxvqSPwf6ovmv5CpCRWHSnuPJWZclVFmPI5ZmHMMfGS4+8cdtBHKBnYksz4BQ5uhdmVsuyADt9DHr28Vkvi1xpYPaKoourr0G5GkbCVdBzECa6Bx6RQpji2crumbFau+UzkklPqVbzEr/Cy5UKauVKqbjkAJlAjIenNSA31YgrzfaRpuvuHJ7ce/Hu1pPXrzgB/enrEcCbZK6BMBuGFbBQD+AWYBvAGyAcgByg3e5RpWW7OJpgsF9uPzms1PGCMUCwNQYQvf7gJSAcvuiHBVWLgjCB5SSmCvAmvHXL9Z+9JXQKpPfi/fYmg8n/+v3+f/52Dzfy7vMe2puPX4EJN97vvNr6srN/IgpLR5UGPozz4pgAw7efUEK7YdjodoIw//7Hw3fbewAfwi7BnQIA/+P6Q4DnJ68/5kfeffFuGwff+rKP7gHwI3eHz3w9qmDVJ7Gp0lngpee6c9Lw6QAm4S13eyyifo733nVZXJ255Fk+4q+Fl1kxfGkHn7EG1FQzzBr5tCZlFEo7FFVwxrJUhmUxQcPBqGkYJuYH+onv4RFxXHTqmM1n455QQr61Av+QHCTTrIDMUYRJLUnYulqAjQ5QVSXnSGXXkNczooGpV3ONIUzgE1Jc78aqxQwa85YRkK+c9TN9BZy2us1GmOW9qvUmGasoDm1WA2MLiXO9zpD0QDg2ohgZ03xJZPFN2J+X1VYzBcv1NAmHjiPMTk7jHeFfcK1mBx8I25GfhFbg1yy7ATRE4mylwsICpwtHqNRgo8fato3NHe3wjBYt2ZlX7/CT/VxtT7hUJJTX6ypfjBJTTSpsoKF7HQf/VfloeQ3PaU1qZjpM/Q4TypVIcFK1qdHLWkblEGL++ciQLFI51uQrU43jU1IhasZTUhsEPBmZQ+YgzLyAZ279pF6ZqT4p6HRJfVcN3yqC+eRBcoTZzVk83PpameiQ5jP1GvB59H8/9G1yUqAamMs//8QICaOIvchNH7vHOAQiwnq0NqfIvAJzmsKhWoP6y65BQ18tKniZhTDlXJ1OQvZ/jLHFUcuyzDZZlgxHt6rVRE+iqrwL+omoGEl3wnUqLvmNh6+A0GpNU3Jy0nC/grJw+68/fvnl9tNfbj0BwtzZP97eOxaE+bdrD95+/opRg+vGV44q9S8HxOYGcvv3X+/8cP3h208U4cR+YPfwFADsxxuPPu8dY4ix/o+Do+HsaBvvt+ut7OxhFOPCcF4pcVFqRbhU/FzcJ03Xf/5uG7DzwcZ7Ci3uHb/68AVw999/vQtACEgpUBD/ABoESjyuNuWYDdPZP6lv7Rw83NikrP31R8CN+yc1jDHg5H/ee/63a/cBWY+qDdwRMDBu59GrLXwS7eHGFlArDoubEjbT3nGl2jIMLjRVEVqMgf7VJ6NllgCuAGRCtxFqD7k7RbTqEddVCsz+Ur9L0T/n6KXsvxYbHXKP6BIYzgCZFMOcOa8KMwUfw0sZG8VNwxCjKxMI0yIpadlDAQn001nS+pkKWb9AReQbNY2Vo4o2R7LklGXoYepPOMIpbSzOmSlO5/reQhyYzGnq1VyTqgVkHaU1lfXO8Gd3Pg9oDQ6S8xbBkghTyT4vnXXCt/BUHd7f4eEDIqCv4IjMSbHw2PtsEpTxX6Z4xChtFoxW2glO1jeuA2SKEKIgzKSbdLnUU6KpypNaopr4Gx8AvDR8t2bbxCInH8N2mZhqHq0t3j/KExOQCaxos4hoSOpD4wg/Q5ieS+bCnIsH7vXyyq6Sr0ay54pGp/WKLlvPr4TQZL2mkFq37UXBaaMpzJ2jWgNtmkck4GUDCzJWIbxu5r6luRFnVoU7A2EOhh9WakULddexRMZCCFMviZzP7NYqM4djTWesLy3ApaHcsVioynEPVTdV03wtVU3yUIdzlHVOMlOxUm2NL/hP3E5cDuK5niNKmOtEmFyBWW1ZYTLVtTlXkCbHhOXWdMm5YJcGrDgbYSrNB5dyF4E4fQvPDg9cPzUReYjR4+LKLi4zV02Ps4Qq2ikIE/Dy1zvPAPM2t/f3jquqHVcbTdOpGxb+vbFJ3JZ/3n2+tbO3f1L5uHsoWXIgzNefvh5UGnsnNXyMyxSPgcoAHQEm0YA2ge4s18cHAMAASp8C8x2ekrJKw5Dj4Oe/A0R+2ts7xkFqOMLrrS/4lRcGru+/+/x1NsIkEFtv7Ryc4ji4JNyIYM5PX49Z3Wjn63Gl0iB2/GGlsbN/gl/tHlVwWJwUX3mAe9s/CeO4YVpAl//x293bT9+8/bR7cFoVci4++Y/rD3HlD16QPhLucWtnn2j1Wzs4JtAygOi3R5i523josqC6KF5Sxpw1FjqUwfke4CXtzSVPkaYLZ3YYXrbRedBbWrbTnsf7ljNiE1pttcYGssnaCzxSKOHeBNik6rKozRPmjGG7ipvPt2msusz7W1oCkolMeiiG9VjK+5Rr6/Yzxk1WDzmUSJoQKRpDmMVxFQ6R9TlEBvQ4lwoEkHPlCHNelryfa/j0FvGqnmxUMRiS6WoQUtITWzzOKPnoZqKkl7L9XxakGr34kRozXnkHeVBrzQgzX3/lBQFAMrzpinXgsHCOESZ+FbYjil7a9qlp4m/8W7HI5yHMEXZz3iZHEyn3CmLs8MZnbEzRyuVRuqGbydrTRFeyfmxy5CpgORJYE5v1s2WimqoiDncRJpHluSeN5mGtgS1w03YwTdVN66TeJMDJTbQdgEIx7XhhmOBRpz2lYCnKtIO8kmFM5VhlzDN4qeUXyk9EufKSVnSt9cZFEebcHPe4UtCEg89KPXnUzVwvp+zlmXEuECq+qp42d/V1PJz/FwcPmA2q1P7xsPwwsLjg0CezyIgRplNdE8Lcr9SO6q2W43Wm6+apNWgh1Qu9iYIlw785CFPUaAMmBKGHK89Wy7J6o/53+k7w/OL8z//+k3WKaI3t5NFOdPj32/tU5XjnGeAWaVG+31bt/WeCfCe11lGlsfXlQGQzAb229442d/Yfv9r64fpDwM73Owf7QG6Hp58JGe4CKH7+egQU+ceDjRuPXn3cPWoYdhDFwJM40Y83HuPvV5s7X49OT2rNoyodGR8DduWz7wAcPn/3mTPdXx2eVvCBR5prpGTJbS94tfXl7rN3T14Tr8d0vFrTwrd+v/cCWFSELjeZ/I4rOW20DNvFBeweViQCCZSI499+8lq0lQAL43bbdNyHLzd/ufXk+oONRy83N3f2SNPdIt/2O8+oEBRY9OUWKWHiu8K7b1kuvojHCBD7z3vPr93fOKo2291uughXetnVrc/yxZlfD6YR/ESk1LkE4i/DQoqryIVnNLQzvUdagMrmxwXeAFIyvLREs3TGGMxGIjtcBHGWt9JbRPUhlCMwLYuSdBR4dqmQgENqg+kxjRXdfL7JAz8X5k4u3j5Sxompqd2OhQlIrlNJRLUT/U62eOXS3HR3AFpFZpFz4yrCGsChyAtjXq0mEGaX4M2yifK5CFNzD5m9Tgn2WM5/TfUNPF7K/DqO8MpF2QP9iry0fLfPblm5mvrINUhUJxcKYCPmSRWgdYLMngDINoNMaj2mX42Sf+N2Ygd+3bZPDLNCVZJegE1Dv0OdZN7x08EQs52dj/gI6J1KBhSHiXzJg08iTPG65fAy6cW3MceWqB8rHLlcLZlfVS7jmSdzF45q6hVxcRJjhWpY9nG9ddoyPZpMOh3SWk8Mx8GmuG5YDZPFi1y6+ojsLTDV8MNhkjjBS4kk5/WWY66OivWzSmb/Iqu7lvKk8d64EMKUthBK7Bc5+KwIMsc45jqLfMYpcpCZ16jrOf1+hjlxNEFNeCBiRy46RS3T8AIP8DJqx34cGI5dbbXWgjClLtebqcI3sgYt1QekCpqtb+cgzJxn50Yxumv/Ek+AefSWPQVhcjWL0NtZ84EQiGg+4CdYcnYOTgDSALSu3X8BDAl4phqDtyMgTMC5est+/XEXEAsY7Nnbj5wmphDivWfvcIRq06w0qD1+9UEELR/ik6zt0zAdzGJ4wa4fAPXdf/EeZ8GvPn09BAxwgwADUKo6hZKDAwK8bZEEUjPptHGFHBHdBZ7EP/BfWVL9MPrw5QDfAoD8elT1whgD+LjaxClw2fefv3vw4j1w6fO3n4W6nrQ7XhABZAI24/iPXm3hXkT76LjWBADG4kXnOjzB3QF53nn6Br/6elQhi8ww3Duucn3pB1wkLp4DmF++HFbQMbr9XpjEgMr4FY4JOIQ5K7NHuUpcwfMwTcQYJLJLxaATm0j1fr99U1XrvOfq9EYLcsrjXszAmKvdIMRWEc8W70ik9Wd/C+fFgo35/GTCC1gmOlLNtawW/yGWPfB5O8Z8nk6rnL9YD4tcd+UYWnJc5QZk+CSZQjgS1cSCwgm+jsbvTies0hW/dRhRGaqm9BTCHJxnpNfSCBMPvJNZilwdwiyKY4yteh0ulVxlLya9HY9XlD2Yh3LBRj/EC7DymXayAlPVXqoqwW+AMNXzUfUMsXQDaWwZiS18w3YqhklOkS7mzQjvtJftCGaFMXMslMsx5drselRTPbdUlJ/ZAWEyhtzTHOtIqiglP68lEGahwphAXH4F3RGQKfSZYVSzOEiYh6MzhGm7HuBBpWXpLGBZSrDeYfpii+Gs3izVGI46M13kIJTVTp5cUBXUUy+mbC/lqPiQcTbaG8swffqlvcsnW2+mg8+KIFPXp5rUR+qn4xZFY66ykwgTR5P6DRxNTJbxIQxtQpiRnzPggqZtnaystX5wWj2u1euG6ZIK31QNogvNBW/pNYgxakdsieYiTOHZkUvsYHD552UemZxEmJIld2SIcdVQh2oJNM0HDAqAw+3947efdvXopYph7pOPJOmuR0kb+O3Dl8PXH76wEtEp2rvPXz/sHFTq+IgHFOp4oeLXvGExzNO6Ebcx7ggTEl8D5+IMuOSgxZNRtGgA4fBdnPQlEcMPKo2WOJLItyR7rntE4vaPq40vByf7JzWAOoxiXCRAZsOwKZT6Abez81pdQ4Jt7AAncvxg/6S6uU31mWj4x8FJDZOAuDnjYnBJuDBc3qutnU+7JJUp/um4GFzSx126ffwKT2b3EL+08QBTcifsGrYjBCjHC1IqyVppTpg7Y5DBeqdtT1Rgzq3jvbpLUoWCyqVOpm69VEYlmmdneVgbllTWSe0Zi13TEO243gSTVLsAxtgseoAPH06w/CQ9R4/IIeXQVrNVqTdrGN1RkNAaWoQ0hGWzoAPR5JPJ4wYcP5G5fTTndaXvRWYnrlKgF0HCXJ12RMrzWTxTExHqqcrMcX7rIAt1ZsrPA1HC6ao1USVhS2TJ405fCbBfAdOH1otS/neFAbSFnzD6aq9L5U22JXEPgEzRNhGFcPGCHIOXul+JWrIHmQrQWpk+k0tzn2SdlHh+zC4/ZBaZxNhNG7Z32jQrhmX7fpRI0Wx3MKwVLCglHWkDrak7OhfLgOH4SrP8i6s4p/oj7eVafHjZWODwOPCkcj3nVRFmPlmNzldcYzIa1SwucxpFmAkmJTwx0/ElBiXDmTMp6RDeDHJW3WgGZ2LXOdDa0BdystJg0RlA7VkGytBhKYQ5jWJTHmGuuSeP6qBmBbeaxrsKV85OZ+hZcnFeBsjkiOIlNocAAKRCZlt+FAjCdMOgaliHtcYMt6YyDfAS4ywIw26uKjBtAhdRqXRBDZax46Cfd0qoFelaYSlNj3pkcgRhZjvB7FldkK8i+Z2NjFPRasaGC2d1PH+seSRSkYh3JJNK2gBj2Jrh51TdFcf4jO2SVBqppbQ7aACZ3AKh1VABPCkfZucCPhQWD04Xo8sx74M9AYFgExyWzusHOIvgOkn8kdchM4A62lwhXuGS9qOVMiY6bZflvP0wBty13AB/y6FY04lTfmkfnwNcpA0mnYhuECeSlys6irgwXJ66ftlC4jP4N34iX+QnkIjcBHkenWW2hsRO6ksx1ZUABn3mxOTsFVVgLq0tvMokpsjO+RTd0zNTLCGSqfPpe/PiMcXYptPrmA5pYOJdhFxKOI1nJ03eEboBEGlhpf1lXmGCwYPhYrQMIMxKs2V6jp+QLPnkGJf7Erfh5ar1VKRC+LxDbJbnl1Vl1BVBzYxa2884VjzPUCcXmm0m507BzA7nzYfqRsNYdF4wpiXE2Y1I/TxHmO1eKUn2qBsD3iyfKJ+2RggLoEt1qDGzFHV1nWkIcwkW+WRD747D0M9cjNsX/NA90nOwMTONpe36mirg+Ho9XS1znUtzOmT9ZEJSbfSDGJMhwFLNyCJyMQti8HtPz/P+ICBzRoh1fDUfKsz3s0IUhkwYTZipZLHLYfnwefY0tWehD+B9cuxlPQizYIRmQmrdsRksF/UasfhkZ08uPum0sfZJlLLdXUYH+xu08RrgiT5WEmHqWqPfA8JMJyKZYwygoV9POXVcOSB6I+W2mEN9efkn9mNY6fFf2yWOj2gsmJ570jT2K/W9FRAmVigKowVigDKLBZBJ/A2W9CLX+3kZxfURrTBW9Vc5BR1hXohakTXi+wM04mNnGpESZmFXlO3zWLJsWpPaACm6xTDmoEEqaOdK8dXoNUgdeCcEVoxjcVGXnochhPu56itZqOJ6XU1c1eRVjlVgsp7AlZcLqkpLFQeQTZaKW6babivjkg8yrp9eX1SYmBa/gDCOAC+bFgnXy9hPJ3ZwI56GElIoyo8rhMmB345UY7LNsdk0zDo7IUWdAi331Rl8hOjOU1VnNcwvc/RPV8O7injmsGasP2TxqxJZrs9MlGdQxmU+G8uSDxjXMS3iPD3P4y3yzHNdvlTkjzr9bimEyXTy5VUxi1YZaaS0AyhCSIkq39qFrjrairmuvdgF9piUX4tFuYinnQvMz2LQJpu+yTWx2Hl8TUqYc1ZSVqdPcoRJ5IUwNF0P2BKt5bi4aNn+SzztYnTUF2itz2i5zrzo+Z9lfY+W8jAMRMZ5bD3qjTvW9XRP5PLvpaQP1+RsJrQmvWuJc31Ww8A5moyknN3j1P3yX9sUfh6Jio/2sYUQ5hJM8KuKYWo8cTWm9KrmrOqyP1KmNeuAHKdFTwOe9MPgjJWl4zgh6T8yhvaDhCW8fBdLxlFtVXh5WKk3DAvPZTbWOh/6+Kycbbk46/e7c10jJfcNMIEnKSke2fHpTB8ti5qhcX5WcY5Jikcc14LGYlpdRlUm1xz2gzBIOBIoWYBvBi/5GlK5L7YYS8456CnOgH+5xvjVtX4/8xP5Syowi3b93XyTpVcx8YczQJLqTMnZzhRC1bFcCmBi1Us4lVmogiKehp1eB90aiAKfrzSNwym1MZeKx5oQj1Us2m3XrRHItHzAgF5nzPtmdQYfxwwzqw69mrGvxTAlKqLimet8UzkUFJfe84m7641KfxANQXuJCkyeMTdB57EScD1PdV0+OlraG8uSZyGyXHE9yjUzRRVzjQhTgAQxlCnP61QaLczekp4owG+DtSNMQvHtKMRmxWKnOcy3aZrljEg3LMe6/WV1p9fbxhCm+I83bSfPjwdJZ2q+4CLnlCnLy1IgMy/O1L2w823yOG4cQ5iSrynEopdF/qeq4dpyXfS0fK65eH7Lki8E1QS0SJDzO1lfxK+hsM2ubdAj6qUQ5uJUnStFmKqDKbVMfe+mKmfmI8x8ThCpoiiJBUVx3b5NNHLqf6ET+g3LPGk0Dior5ce5ArNh2HOYBWv0khOcQAw7/iOLXWHvlYglpjIMOi6EBi7tYe8MhCmWkRdD2bGYq/ICwV04LEc+Myg4eeRU3GBZZGMuwlQu6kJNklN/+5ElXrcAV/hb8lPT1EHXM5CVo6vMq6LO8U34Gnk/yfYOSg31iiowJ/b1essql3paUiktYvFkHOcsudafZCX3tEimKnDC6mY6GfCzcoRZ+B7Fnz3G51232jJIIaRSrEQnCJNOcYaL6JDYGbEMKDnYsuy6YWI5w9ySpiO04tUZfBej6DrXJxFRu6F1jsiVqJ+st7dImn9y1KtgZuaEQqtpl5nF7V4vr0PTV3DtCeglZFrtWZ9zr7Gury5NXCPRFMck6bXlUawRYUZxLPDyqFqvNg38dxrO0Vz/1oAwuRDTDVots9mUeZjLcqgakziY/JOx1ba8efpVtDGEKf7j2KBVTathO14Uzc75KjyzQDxztD4zW80jEujDopOmEwhz6ImcIcyQ4hjj+XTp4eMm73nrczWILGcL8WUmo5pnOTBW1ng9lnD/HhDmJOaXYsszKZ0dzIGXmdr/TAS4Ckq8CqbPxLjOIKJOMFc7uP6oy+SUI6RitE09jZxK2heXGZYguWvupsRKdtxTIvhU90+Xh5eEMCs1HEd4KDM64Rq95GSkdHntI4TZnSqNIgiz1Wrh3hN2K8MXc5RFi6asF6xoFGBU4lFf5s/KYh2baVFZPOoAO8Uw6PHtzBg7ek6fKkKTuEzM8yoazksZT8vCzXZZj26aOugaBvLwjdOQ9PFw4+iqvXvGmqbMn6mhXkUF5uQuftRvqyPku5wenk6jXk4izEwUdwJkquBAnESO57IMaQN/Y0THeTVIwXXmikYt22F4WZtReq2+IpXMPrv5AGFiYa01W6Zp4mcpb9my46+DRa6q10Qxsq9Vo+l3kSHMdYttShgnYxxMeYbaNXBtWYYwO2N1aLMvTG4T99hNteq+bszAsoPGdZ6Y8XHojA2U9JK1I8wwihqGdVSlCnx0nkKEKawT7I+W1lofaReUIk/bSdRoeKcVrEa848as2xFtTNfzMDvJPCw7sqtdbZdFmKbrNTAQLNJX9+OojWGalV/O6WCMbWZGMkexpXprnJGMhSE+VhWmeyJj8WIsSlpbk3EMxYOYi20Uk3o8yldi6tb1MRTC7P+lRmmqcltiU9M84mfX9MpbUHG/GTBsFYQ5olY04Sq+ck8e+qJKsqZQLXN2E1sEdEJxPMTfmFMUlmgCa/mEMG3Pb5j2WpwiD6u1GhY335/hUXWxgs9y8dEGfdGVzRHmNBxI6yMZGFkmPsm05XOgdvwbGBJfF8SrvHtEQAMXypqZZrcoiyr7NXK4ZoSZTtdl0u494yXNxsNX3TSE6Ys+KnqFsDgxTa33XBKlwe6G9VedBs7hulg6r1pZXW95BSb6O8WNhd6yrgpMtReejFKOIsxMQW5QovZYZcmzbaaWLx6CTHESaSd+FOLB1luto2oNuzyARkBHJvhMPcvF0COyeXA6SztCfYVYBsxjxWSCzSlJ8dcaRqsV+l6qdpTrYJFnV6iq10gBr0BkQGXJFQ9iXd1ppEq8hNvmyNvXtLhn7x+z9Zd1jdhZsj2MW/Y7uQaycgXqiqIR6653lxEsGkVKCyNMrkkjiEUoeuXIwDktTZiRg5NT7/gkdokcbZOWvy/VmJiB0dMwPNlHMrk61sOirTeCMCPL85uWU7WshuN4cYh3xxJes3YlY91mmk35WH5cBx6icjlZFaYjTK5oTWTdn3T/kT3mNBw19rTH4ntZiLJcfEDLXvVV5n1R99t1Nb1yW0Vxpz35qQFMHuCilzW3YGMlhKkpri/tGjnlyBl7VFdR6xWpZc4+jpBSMeNxfR2V2/XZBlF0IFtmy8PaEIWG41ab5mFlDQiTNTAtUcuZMXtnNVrrcG85H/Ul7+uxlKJPJknElSo2k7UxysitjAQzWDGDj+PSnEb5mr7wzXM2UAHukqw6Pszs6vkIU9dWmp3Tv+qmsuQeS6RKlvyKEKZoLWLxwO7jpNZAJ6mbZhmn7DU2dDmP3C7sTicRgLeuCswso5oOo1h6lFLPko+4YJQ4ozB9BpLLmPCtICPCXjuII8qMt8yTOh5sTbx9j2qNluV0unNU1lljCkBxagXmGMLEXbaTmOcSz7Tt03rztN6wTDMO/UG+o7xYkEV+kYvsEZEZwGpU6oTUEvo9THZhQlPe4Cxj3EhtWMq2mGEcd8g2qBTJrmSTcb3oHKVHbHRZ8skjZMsuw8vc+brLQUuW8u51mDCeaRwRiX6Q+0tiAusl2W8XBZmTi1e+A5IsebVJ9RKYwMfqMJUWkCJxrO4yT9sQXEMYhNVqWKv14gizqGmaXBWPg59ztVKErT1aGAVl4kXfppGeQLcdd2gvEJAxjd+wnIpp1R3HjUMulCUJrzLPZ1Zl5ijCHPstQEBhzm4MYYrDiHI6nuyr0/SdpuIi7aqyWujSSSi17v+VAUypjj5PL8Z44qURZia/zzK5cx3JZz3JRUDmbFfxqa0oBj487GhSrCeGZUVqmTNOJwgTr9WnlKwnmOqSRQyAqQzT8CMgzKBh2Sf11ooamNKOsbTZDub8dDC1tlDjqa0hfHeee0EywpyP8QhZBcRWEDGlSz5EEAb8E6qlxISGhyNyHIVKmHlfzWReqO6aJGECybPPPjsrBREczaOm3zSON3Ilg5Rk3Mht0x56aDoOJnQMn/XuMVPW0TUoIdsQCASoOdcpe13tIvOjb8t75MXxDE9+9QrMPM+SWYdzfVo7o0+uppCgXfkg12EbqcYUTBJ1Etv3q0TSGVZRHpzWjmtNw3a7vfkamK4f1A0Lw/YA72Uewsx2c52EEKZl4SQNw/R8r6Pl4BSLfJCWYpELlvP98KhSx124ftjT4n44kOUFp03z4LSBXXC7O1ThPjs/Y6XZxv5JjUoCOiJB9lcizMsR1nAqaKQ34SmvY0vdkaRD2fDMspyWOY7Nir4f/q1ApibCuSTCzJyINYQpTB9sNwwidfuieDa2jmQseF6GVnHzGT4EXH8n6Xhu1/cGjMktqpM341iceUnawvVc0zRojsqr3L8lmCxe9EmIuNNhoaqwHZueV7PsU8Oq244bhVJDi3d0Vg6Bz6rMzOHBpJ58p9uhOivfH9NdH0WY51gWBWEWxpxnoKxZuEi7qoWUaTVu71+mTZTtfwcZPX+qeup0XQJdkbUM42z12LuMOD0pX4rpNrJD6cvIHR4w9+gZR5hpAcF8dl0KHiavreRVShsZ6s8XOIRDWML0o0A0MA+qq2pgKoRpYpyxEfm0tyzL/boU1fholAsg0lLJKCKW5jjkqZQyMn/++SeeFPlYuU7LaDWaQNwW69JTaGVSCTM/DsFL3AVOii12t8gldrLhRYdxiBNZnP3p/nUIUzLX6EJWrmElHk/4r/JeX9e52CM7tlyqEjyqNtAapo1J8ps5s7ALebaJOKM/A2FarViBKX1AxiPm9jE28eqvNUOw5+PVmKwJSUYwAXC7457Um/rgPazUKgCYM1XW2VGOmEGktUIhUENA5myEKXEPqSTBKtY0TBPbySjSIyTDSAWGw6iX4pQrISxnWs7bj7svN3eOq00vGLqARe1k77T2+tPXp2/IzBQoSFJ7fdI/77Us9/WHLxub2yeNVohOuzLsGXuz4ohX5i6K3h2z0TmyrXwzh7SsXC1zpqfkcGagxz5pjbcUwsxUSsSJWFcralM0mCQzAJFGV8McYaZpzkJdQ3CAqykIOHfaA0wFlAWgKiYMUjGs4c5/jrmI7EpN7PrtAoQ5PUpzVS2n2xC3q9cJkrjpOBXDqpp2y3W9OJTsebtHcvGLdhgtnjlyR2MIk7JmnbaHGczzxmYwHWHi6bHI3tRq/yUR5iiGKb9+ldLYnM7sXkvL7ncF9dRe7lhaMpy4ruqOMa+B+SAzr53ORu6AtfEzsbveUBpCiq94Nhjz6xk6Z3VzgvmUM5Kbj20BUkph4Rk7c2UIM/TtwD9dWQNTtZN6w/a82YoNAnonK0OWa5lrZGmEmbmV9ToOu/Z0iPqHn1z0eL/cbDVrdWLi9nKyOZcDjWu5CxeeKq6TKIiCuNzqlrHIw8DGqT0szUE/naqt9A0aLrjLM5Kdz0hBELC9e7Au/K/mFtp0h0HTtCsN47Tealo2VQmSZcN8NsSKLc1dMETVGbfJMXzbss2lKzDVZCUBDa5MuxLGVl6NmVVMyYTQY6IHuih59+SR4YVqoXmfhXWqwyL5ft0wyyDMS+7Dovns0i7JxpYkbsd9LYqis8jLADN5ki3LebDx/vqDl28/fj2tGwmJG9B3gZOfv//8y+2nf7v24PaTN/WWlXKfwQkARHePKn882Lj+8OVhpcE59LI9di7+F2yf9cylpXo5BJ2pAnJMWzYLkhafrKodFwrIY+AXRS7nSyBMXYGEO21GOutr3sSYD7sT66ZsnWiPw67lZWpTSzUGmdjpYk24zIolaL7F3h9TMc/k9BrER5Jjm9HImj69UvHq4KUKCuH5x5025krAy9OW2cJICIMgiZZGmJc5vjqf8AASPoXE3DKmT5Z+wlldXaV5DGGGYTiDT/q9IczJmoGraOril+gwUoE5ZJyViKivsX5YZ3zPrxjR3o5Svetram/ZnkXMbXtDz/QxtUxVDzADUeNiKE5FGlnpn2yVCAgu/Ggv8CzPPWk01wIv0U4bTaAxzFGFOQK9Ym0NbMSs35J3MC15ZKQzH2Fe8io54PCdELoxQrkek/bLeCyNJuAPu25dXuJokwgzi+RgnY0JXra7Sb9MvZnOIse+ktZlekp/FbxUM5LsPhT3MOc9rdM/Ud47QKbrB0RAbplkWE+2RzROelfMps88QB2pwCRle4wcm/5YheytMk1lUUU4ZaGZdomnN1x0MnDSEwGQkNUvK82WniU/rNSqTcPx/P7MGKZMWaTQnkRApGWy5NIyfx/uJ7SuJlE3zwleLMsiNx33/ov3v9559nBjc3vvGMj5nPtM3bBuPX79rz/d+n9+uP7bnWf7J7W43SEvvE63bthvP3396ebj3+89P6o00Jn8kMQJcSigboNhShhhA04JX6kHQOtwkk4iwynrO+Er2HuwW2IP/5BviTmy5Xo4Wn6cYXaPal06bS/M0somK4RGMXt4jStnZs+5xxLTgk8mtaf0XFWu+ZkqFDcNYS5ah6kjTKV0V4qXzauVdDl0+KU1Tkd6NZ4i3kWvezG6EyEGoufi7YnAzp9//one7+O9OLYvJYX9rp6lzdpZHvfLfa8WEDZfEGHKGWn+TxLL80lr3TBtrD4JGZcohDnNzG7+k1EeQIMcZGoxN6Vuzd4HJEykM8qLEWa7eIVaEWEK7i3fE8ohzCtxll9L03k35euB18tQGwOZSiB9el8duoydMZhEU29NrxtX6FGZenDf66mY7Ywq0Nwv0mEnqUt8ICL1dcfCHOxjCnWOa8VeHku0SqMZROG0OvDhurYOFnnebxdGmJc5QsA4FX9q3uJRxBJok1J/ufYvnhgeLD6AcarWa9lrA9uHURglZVV3LnQW+Uxl+G/ZSIHcsWX3wabAvYzR6bkz8MlyjXPlZEfbNO2W5dCyja7Z7kyuy+tqmqY6ULTNLDAq7iK7AU7GLYqidV6kROrSctWGq91FhjBlH0raNRyAYkvQGK9qrA6TiFSG5QZhfw7bjjJ9vFDGwKgzBvXYd3Pdp8h2XAwVB3u0JJISkUylfHEWOeDcqw9fbj5+jfZ66wv+S1uSXveo2vj93ot/+fHm//3l9rX7Lz5+PTQcV5xS946rz99+xm/vPXtXqbcs29vZP3m5uf3w5eadZ2/Rnr75CLBaa5pBGLZM69WHHbSGaWGixOLdS/tBHJ/Um4C0bz7uolui4R/yrS8Hp68/fHny+sP9F+/kJw3D7nSzSmzAy5Na8/323uPXH+4+f4vPbLzf3j2sqNpXFSOVHjhk0fKcnw7GSVsqOS4RhsH5iC5TMcKUTy6kWZQvUqotsLrlyw3e7Fo6PLBl27bbtjXotPU6hCwnFfg21V5SfbhUMUUxxTY569RWTBNhNA9Bpvyct3uLueeUfghKKr/P/cd0vbplN7CIRIGCl2K91E+X1+TJmM56JFPTw8z9UxwGk5a+mhQgTNYWSydct1TXWgFh8ra69BL2vx5h6tpBpRVZ166BoFLYiv4z9WI0Vw4FMsc2BWOc+oxjns0tQ3smXchoMkEPACqoSamwErHFczlX67FcyfoQZrOFBWvaFKRqfdfCIh+ZkUpnyfXOjPEI6AiwIfkXBpl94ElimlMOd6j9i6fXYw15HpIU2BSRMbzcknHIIYuckfAMd8tv2RTC7I9UBaxTgVx7UyTA6IcRQILlefh3ymrV6VprPkef+Rn3/xgIE2+ZKTNnYn3IOnuLad2P7fjYDW39SowF59UR5oC2NgDmNGeRnX0br+q00dKz5GJ5MJttJzwvbJGoFDMKTxvNRREmHqBhWs2WgZkFaxxv6iX9Kg9nsXeKq905OH306sM/7z5/sPEe19/r9xw/2Dk4uXZ/4z//ee/nm09uP3kNFAosjbv2whAA7/7zd3eevnm5udMybNNy33/ee7CxefvJmz8evvznved/PNjAfze39wEvT2qN209fX3/0EgcEksQlYqIE2tz6cnDj0av7G++blgNYfvPxqx+uP7z/4v3TN5/wN3718+0nv955du/5+4+7hxi3EvbEJ4FF7z1/d/PJ6xuPXt589Ores7fP3nz6vHeM1zEZ0Jaxj42wOOiNEXyGlfbKSnJ07ykdoJ+bh66IMJdsuU7RerjAF6SEGVZrYbXajyMdYaoxa7J0eIfq4c+lisnhqF0Uh71+R8nsC21KqTSc54L8V4JVctUmKTLxo4jEMG275TqqAlNZL3Vo+7n8zDbNzVxW/IRZA4IwMV2zh3tHCrf0qqcyCLNQFXM+LiryFJvd/lcjzP6og095RdarUNkaY3zPqJPUle1neOyq+oR0kCHMQTa3DE836fujLoZGq5nFMFnBgKigwGMEMtmPgJwi14IwT6vVmRzh9bLI82MugzAv83VW8n2UK48j5oCcxazwIBXUpBIp/BdWTeT8S1+o6wJKy0+26jox5MOYlqq13P6KDQjZzhGmWCPFMQnOF7qMrfqmzgdYn8I4AXIAQuizC4zI+FwRSMs5Phmk5K1ays6hC7OZcoJGX0VyJB6laXeU1rTJavwW9GLjam28L/RDAod4TVFERtKOO7ZDPKk3Hd9vF83k4lGYZYfJNBZDJsSH8ZXyCJN2WHGEh1iv1WvVumGQ9gKrb1ExCX4lRV8LvVNMCrUWwbYfbz6+dv9FtWngBk9qzXef9+4+e3v94UvgvcevPjx+tQVMiE2K5XqPX3+49mDjyeuPO/snnAEPdw8rWzsH+PvLwenbT18BL3++9eTWk9en9SZ2vvdevAPm3NjcPjytx0kbx989On3+7vPtp29evN8G7ARu/P3e83/58SZA5s3Hr/HJVx92ACMBev/+x0NA2XrLwDOnq/r0FVgU8PL9zt7X48ru4cnbj7vXH2zgUo9qjUlWu+Qv+mlXlKzESmMMZEptbYaaJibP88xDcwgyl8iSL7+oZVnyTGt9VS4wl1/2o9A/PvaPT4AwL0eeVebRhnnS4oLMmN0x8IeLD12HrdBSbYc+YpM0xulYO9jIs/DYSaEfTkOYAjK7/eJqsbJzzhQ384zp43mSJadyH+BMdvvF5CBaKGWy5JfTVTHn4CItA1v+dv73Ikwd0UnMsPx3r0jHtWSd5GBUw02pzReuSipXoiNMXTVXhTFVFaj8llXFMr6w8Ms47esKyGxa1noQ5ml1v1KvmXZ7Oke4DJts0aay5ITcFkSYkiPA43I4/8IXRn9ofuM4HtdrnfvMzQlYulb4+wLjF8LJ7EVOit/kRd5OyrMSrrT1xMeW607Rx9B1MCmhh6yX6aPePt59lLQDwPN2xgWby7lYpaXC8fE9LUbdE5V11goojfFkp0/YckThcEDW3t2YhRw7U2qPJ5vwuPul8e1FDjC6PS4B6qH/0VbFcpxCDjjQVBhHk1GLrBI4JX6Q6bh1w2wYJkCmadvHM2eAoqcaYtNaq9TQDMOw2cWAxLFdJ6YimSmsN7X6a75y0igiFEY7Byc/3Xz8y+2n+4Bxpv3hyyEQ4NM3H5+///x+e+/Vhy+3n7zBfw3brbdMYLxf7jx9+2mv2jSjmMR2vh5VP309Ojip7x/XNrcP7j1//2+/3Pnp1mNSxzLMF+8/4+v3nr17/3kPHwYoff3hy93nb4FU8S08EzyQ3+48/T8/XP/HjUf3N97vHJwenNY3d/YBMnGcn289PjwFCrY3twn04jqBbz/sHh7XmkeV+rtPuz/doCv/uHeExb47qsqbRb/zXHleVtdPc30ACWCeTfeCySsQUh1hLq1WtGjLmD759a8HYaKjVKtoaTuZ/IzE2EmqyAKIc7HOKYVMqXjpdqc6rF1+E6zS6XbIyd2hLHmTtdZFITPJ20KaRbMnn0lhdkpEsuSdLWPPpFpgqZezyM7C4WLjzLNM1Ip0NQO1iymo+SyDixbk+OTz3kCwyjTF9XwX/01IWwvCOYWvSikFae2KEGZ2YZxWwPvFuBBMIm9HfWCwoEqwaFZoWXJNNVcM6UbVMuWxUMUUVdZ5wmdBr5NCO6y8WF+aprW6mw/m8MNq/aTRMlyvO71+72oQ5kDqUvzFEaY01h4nhcwwCjkVfilPCUOYw2sX6FgSI5XivUWjl+osrHsvX+9cKbelTJNYAXZApmXZ+Z6X1S2m6qet+qbOiQJM6By99Zt4ZWJ0iGKAdDldFXNM3XT2UzrL7JiJwonWpuFG6WBOMVMgMUySMghTFgtgS9mlDMqNAoKy9Oi6QRhis0Oi3N225/tN0xwbuRiGB5Va3TTxgck8gkTSsLthB2pA0ybJaxuGOAEthDD9MDQsu9FoNhtNkytwhC8mooXFSmWiTpOXlvVzV00JCAsXptJo/fFgAzht68vBl8PTJ68/PNjYfPNpF8jzsNoAnPvnvec3Hr46rjYPT+u/3nmKTwJVYsOCEWq7HoDii3fbz95+evRyCyDwtzvP/uXHmz/efPTl6LRh2TuHJ8Crv99/gWMaltuyXEDHa/dfvP38VZQ2BWH++693HrzcBLw0MdbDGGgWQPeHPx7iOLtHp3hiT958+O3us39cf/TrnWePXm292vqChmPiMz/dwiXv4tmiY1xMwHvhlXPta7ZAi2zmYJBzPAdT40Jql6HCnt8WYaay9K9r9qauiEfhudjJnxWtF7LpiHLF9TgLjGcKmbZjU658JptsWoXhuhpWVtcPW7ZbNe0GOl8UJd3M4lMa4GVJ3fUys9AYZhYDXKGTCzEzYowh0SQsVBIqwbOybEsWrDS35sl8efL5oaDm88oQpjgRTKuiuRj65H5fIHNR/vi07171tfEr7g9GVAgWCIINY5iZoUNv6MuQ24iMxU4l5oYFUCRoZLH0WMPW9V038C3XY7OwlRAmwctKnayQiVg6tfpLAkFXhzC9RZg+o0egKGgYMV2RFTK5WrWHOYRHATDmBdYFW5zcMbkxlWmhwXWheTpzpfrahPuWbqreScW3uW94Gef6CtgrOc9r4Y3Vck20mMS/iTPyFLCVabn8TiS/ZgJCwGauH5iO27KdpkWtZRFn2Q0CgZfzBHBo/PYYXlJ8PIxKXgMh87Trx2HDNJuWlXSSTrfjkEGSeTg6cgEvTxuATi4WuIJMK1cD+kHAzKDawSn5SwJbihNQeYSJh+mGEdZWgyvlyL3O55UO+69c3lksYEYtjdIzzjAKvFSumr3MSZNWHDzbBxvvf7/34sX77Y3NbaDNW49ff947ruNMnr93XAW0+/nmE+A/tJ9vPQE+BJzDhgXv5bjaANJ7+HILIA/t4cbmH/df/OtPN/9x49H24Qmmprppffx6iCNcu7+xd1xDA9r8/d7z3cOKvAtBmH/7/f7rD1/wbAFbMUfjWe+f1H66+ZiOc3CyX6ndf/Eep/7xxqN/3n0OKLuxufNy68vTNx9vPHoFWLu1c0B4tVOgUTDCcxSvc0HdeTwz5cc1Iy4nbNC/CmGua/YWN5+0k/TCoB+F50XVOBe5F7DnY4toe6O5crGzwZwv7gmFmYhpFYbrangQlCV3vKph1yzHCoKwTWlxpTooy/RCXJi5E5pSy8SQEUdIYaFKklRcyMXefeigYRqFKk+6I89kJHM2LlqURa73/1w9uDsZyVRVtZMx1b+wjVVgLvr1q0aYwj+SnLWmJJ9KLcdCcTB9hun1h63by13RNc12uS90LXQ5Fpcm1SzpdQ4hpRYQpheSHEd9ZYRJ61q9adh2mEQYVtPqPTQG7jrjY1mtnWTJo2XqG2UuagvjXnSK/rwktmlPTD2GihlcfG4tyoJR0BqzYvDdsMgHirPJehfMeB2whpXZLYqArd6uuupy7FxS/8CiNR47HZ/nge6wTA1AzgJO1ZQYtxNsMCpNiv6JbjzgXNOypaZ09tEI3aU9iXkSm56R2QxFdP1GSEM1iVqOfVJvVCkDHkZJDJR7OuHDxZ6t9jTsKlkq7MLqLQOokkHmVIWiGQgTINkOwpbj4UYCLldmkSuPynk9YD1a+jlGmykD5/6JaprKVWXOhgL1stYAeL/5uHvn6dt7z9/dePQSYO+P+xsHp/UoaWPWADC+/vDl3649AJADzPvtzjPhBIVxvH9SfbW1g58D8u0cnBzXGvjJy63t//r9niBMh+PMeHF/PHz5443HT998evr2E4DizcevcdiU8W2GMK/df/tpF/tubASABXEPCmF+3j/GxTx6tQVs+evtp7efvNnc2cdvD8hvt7q9f7x7RKR2PP9+UZ2A3qPYGJHnQOXnkpG5psUwM5aZxDAz1vk3RJgyeNeCMMmOPAyISG6ZM2KYaSoyfe0oDjHrYheMbcn5OT1EDEjKJ3FeOJ1SbTKtwnBdDW+QzMGDsG7apy2zZtPC0Ol1lH+KSFsvgcRmzwZKQJvs0dsx7+98IR5yNClgDmP78pLKMjC3G6Yhepgj1z/hyDMWyZyHMBdjkU+bUQvfXWFM9a9qYxWYiwYwx/Qzr6Yf8vE7VGqb7Rr46eVT62LV/tkMw14MErqUFPlk8FYBb4GXtAeMM+9pm8w4Wh4QWRSarjsZCVm0YV1rmqZPmnLdabGpq9Apksb1jYQcgDAxFy3HT5F4F7tUC6v6XGThpbYzU8zop0DpPNeVzbGq2VKqYfM8/l/PIsf94mVxmZMlJuyqb1iY9ntX5bZzpVWXepN9h2yvxHVdcka4QUnjzr2MyR13u9Oum6ZE/8T78qTRtDCyOvOragE58O4BLKst47TRBDQFROz05viGy94k6SRNyyLb8RohTNslFYhKowl4ORZ7PKk3gfqm5d9leSIXVNdttIxKozVDZX0Wwuz3TS9oUGlykHA9LR5USFr9PH5IG5L6uZJQUw7d4lQuO2s9T6daFMe7h6dP33z848HGD388/Pdf79x4+KraNLHdO784E81MSkbffPLbXUqXv/5AukZBFH3+evRwY/P3ey+ATnEEgEa8o43NHGEenHgRNr99w3Yfvtz86dYTfPLa/Y1f7zx78uYjdtlydkGYf7/24N3nr03THkeY1x993jsGRsVJ7zx9A4QJuPvu897ecRXnAsIEssU/HD/A3fanu95QrjDfup5ripfydqahkYtcM1lHmHNjmLwY9BnSf0cIk3SKLCtqNOJWq+u50xCmJA5I27zX4cy4E0VASrTfZw5LIJSfdrtYEWK27/a6sEdMkphUilk1rSauJ4nbvayEBst07wrkJnTen2jfScQj5ZpzsUNKaYNDKijYyJqmmYy6zGdN83wZCR4WIswJj6Gl72hsXi2OR13xu1voLS9dgZnmBqNXWIeZwzxcXqohzIwzPmW1HeXEjawOuXPc0E9WVWAW3jvXA0sg3ZV1FijCyhBm4Meh4TiSMlsFYZ7UGpbjiEDu9H41yDVe1uDXrD8r3LhybJl9DbPbqG7PuUgSSY61K4oZ5xfYRNPe2SmLUi6VulGbdpcBh3fWztFe9IkJZSBOYmxvW0YrCAN0U/QNrEBCSxRdpv/VLZ9v0SUSkTYl1Sm+uzIq6wLtxqqGsGq0LBv7KYXryF8gCrrp/ArMXr8H7Fel+GfjmICiYToeMAyX5E3daXLlapf1iJpSizKjchIfqDSJ7DybQ4Struf7hmWjAVMBtc61ix17XHgigJdVw3J9v83RYGAZYHlStSeQaUtNjlDhVJZckXrGuAYjR+526y1LdNT/v59v/e33+8CNgIXCfxHNzH/eff4fv939+x8PH2xsfjk4DUnWIdk9rDx+9eHnW6QsBGAJiPj41dY/mRgusUeP44oAvps7+zcfv/rbtQdMD3/7cZc4PnL2MgizbliAkS+3dn688QjwFVDz+bvPG++3gYrvPnuLU2PjQLn/GavnhZhOjPuVq8cyrUNmRpMjnj49TYt7El5mJVO9LG78vSDMQbcDbBlWq4lh9AL/vCgfpDtDSQIoDEN0LOwnzni/LzIg4v4zTbn3qvk+mXBQp+1FYdNxapbdcFwToyuKojb2VyxYtD5dvuF9XWYuLZjKJC+WclWzO1JzPgAwEh6QYM6CpqnTs71aWowwJzwWV0GYSiF2tq/fd8IrX6UCc8X4Z/njZ+g37Q3j0kWz63D+yV2TzrKl5+xSC49nBJ+cP97l0uJpkpsSOgvIucbFPxg4CcI0/DDEQGjZ9ikHQ1ZCmPWGja3TTBdIfcZYI7yUSY/lhugGV5n9lG6P0h4n3qJDMT3B51LFSgWfnJgog2Yvctu4MAole7jeGtTlnhiV0CeJ43mNVsvADpfQ8iBzuiGQbfcWidB+n+3/Z+89uxzHkiTR///p7ZkzuzuydXV3ycysqtRaa61CUUBrQYBkiKzu88zdgUuQBEEdmVWzMbdzohgkCHGFXXc3M5lvWUu/LwFMcUpdhONTYY5n1XqhATFcgm6FX0Os7SRapKpW4I1uOUBQQC8UeQsjL4gCwKNebxYmxJQO/KP0xITIU1s5Kfiza1pJbw5HnrCu6wFeekHg+P6EWnttU9E2mbV6edY27X3NcD0/E4TJOgmkJMPkVnv5SpLieukOR293Ds5cvgNEd+7K3Ucv3gFgC/RifaECSQJnPnzxDjeTJ8FeWzMfv3z/47X7P1y6c/3+cyC9K3eenL1y589nLp+9fOfdXkvUQeM0AT68du8pMOofvrt45/Grgy7VTMq3G7YDzPn9xdsv3u2YjpukPSzbmLv3O/qPV+/hlN7ttrBNsFzv/V6LmETnbwBhXr7zBKeEr7t486Eotw8Gpb56Lbrg2kvhZU/Mhw0IE4hCBTAnFNpFV2QCZAo2jrCzTXAdgMr56ghTaB3HG6vDFK11wMvMcwdpfDS1aihPXtG1k+QdOdOx6gVWPu7e2BH3lftPrcfH6aAUrLxp1nPDQHOI9dM2HQwMiq7GUZIleRlZ2uz8VnWIE0+fXGrObUspG8dxLDMeB7gWfdATCJOq+w5VdV/xztWy5GN9gHNMDdVKx7Nd2rfbKt+1ZgXmJALcAsJUBy8AcKXCdrrDqESJGhElyByqCLayx1I0zJxtvGg/W3cOcn8kxKfqMKsIE4sd8OGHg7UsI4FR3dBvVmbYBotc+IYsaEmQT8bRyvn3Qren8E88Qc9gVoiLMWuahsc+uQzD8HrEAoCeUMIbZg8+Q2KI0DzA5THrnOH6rahOJBakb1iWRqlaJydLHZo+0jR1ONy9cTef073GwsdHOOPc307IBSaKFuH4FDFeiv+wBXNl5RLjSwAz5eLd0vWklzTXWRXnk2eAc8CKXcM2LAe9IYxiLwgBqOI0zYppvNhaSlXegDhBXPnZ1T+2OoBGgIIfpzLj0oA89zoacFG1trOqfqbQC/F0AirAxrc73kIIk3UwesorkBCdYQJ3YV+Xp8kRR5mKghxe8bEpW8Ev6aTMoFmOB2B56+HL58CaXR27Icmq9/Ke6Xjvdtt3H7++/+xtq2sCQckkiVMybPfF2517T988ePb26euPwKIv3u/efvTy4XMKSPZ45gE27po2cOAfv7/41dmrrz8ehHGimIl4Fk9efcBfcWleGLHiAYUBca8evXj/4Pnbrm4BsGEWA+zHe16+2334/J1847M3H9/vtbGDwF+l4Lw/mIxSjtqEX/kCMa5ahFnorlfsuRXCxKpj+YHueBaH1Hr0RSsBrYpP4qbUisQvcojj9LOj4eTuTLDTgGNcNGGWltwcr/OEN52Sbf0Rq6slIgMya0ezbUZ5sc72CWQCUuKGt0znwLA6NsXxo5QEiwaH9Wrn6050J1yhHfji6cOqIKZV6s7h1gVBkdrL2Dh1KXwl/JEsS9UuaRyZ9EexspUubRE8MMulfYttyp1z5fz4YDCmJLkNhFkfX62j+ZeVFVJ4MDYcJiLYlcqEkfNXfwa8HMxGmLphhFGIebJrWAvWYjUjTD8Km5UZtoEwRTNNbL6BBkUzfMG61ulGCJOosbbo0st9w2ExgwFhVjS6KdbHsRqr1NCYqR+Lxx0nkc+TQDPz8XRambJPTOwydB3XG4YhaVgdH2MsiTwv/h0sz8f/cpqgFNE4RcdQCl14ZFID3xBplxjvQMHLYT4RYqJunBPAECeslm6kWdq8lxd5oiCOgUv3SPrb6BgWQKbjBRHDFUpjcsYz62cRi+fm7OdI5ke2g8EFeLnT6uy1tZZmHsyoaRGnSK/iFFl1cJCorFyLqJLywV3Ay2rSf1bDQsOLVC7cHODelm4C+4VBMMhSYYiLlJOIepEwJu2/5lSZzmoSk9zFydkOoSMuaxww/TxJe7hv+239oGsyOByqtRt3DFe019I+7HUI63k+TgI3jZBwiPcmgCZt3QRovfXo5V/PXTt7ZVThWf1evN/1gwTjISOEyfUkKdDsQccAZJDxTu5UvUzOBMDy434Hh8ItxU7hsAwI4F5l4zHw8V4xlCVMHOhYcHKUsarpRbMQZsEonwxjYtvStQjqUKA5inv5qjHMKnwlwa50g3N4LT4pClQGmTDFxAVJjLSklB1TNECm4Cj8W9Qy2RbePL3fPw2EWfqhA8ZjHdJdgEwqy9Qd8jOImGBealFueK4TfRKMNWL1JsQREJ0i1p0jmwmpHFst/ibIamQ7WPEWrHobNde9zGqL44FtM7aKyxmOpJwmori1PJcF7+F4FfoWEWb19WpkUrVmlC7nJjdhrFcPZpiej5+DwKRqllwhzI5uzo1gzG0Hmh4kUcNOTSYNIZNuSB9MPB8pR+DyNm1WvffireroqnjHQsYXUVuPi6jxJ3YeDEQbk3Pls9Q2BlSJjTNkCtJnz48LPTPtiS4TFQQATGYUcqFTVfByG1rrp9kUx4f3HZFcncOBtWYfn8LvhlKcFHYm6UuM38JfeIQzh4dDrHwAMICLLU3He5rj2OKV6fikEbTT7pC/TNfA75pJeeqI3aHIoCeO3JCkkNCAiPAnvAFoB8Nzp9UFNNJIGcnrmnat8gPgLj4IgMocE74KjP0eabPjEhLcEL6cHit5YlsOOMQiEvOLMNHKvEku1oc4vQPNbBkW1VcMGA6zjRr7DYleCimo9JhwtALIlJgkpk5CaJO1RqR2JcYSIvhzXHZvAf/4FJnd93o5C2ziP3FPcPm6bT94/ub89Qc/XLr97YVb37O5j+36VYVz+d6UixZ4iaH9u6yqeBGHwldLDXlBie2TuGvMmwL5FE3soymdrKvlIBO9Ts6WnFl4cmb/2ZijHP1Zd2wWwhSQmU/xynHVtAvQDArGAioP1qjDLBFUBXVsQA9zJpbmaUp6mlSXqcVOir5sxpM8lgVk9iXTFEU1CplbR5gl1hIURAVIaQIETPBetzoYkwEZs0pHathBrNYEYXJc1/MDsj/GTZBqLoxBLFqTOkXLoKOJZ10qA1dAZqWGc0Jjc5ExvgTC3Da8rKDlaiWq8spZDRzWZLE3d9rNLHUVkxxd1Az1J9Ylzktd4n6/ck9EFaH5NBTCVIzaapbco5VCXxNeCsKM0nhWtckoLsRk0o0gTMXO9vhnIwrhVYRJUS/GkLh1xcbZsU0GmQNWVhyI2zXnYbGwTl844xzWK/MAGPyMCq5OQ6Wn+Y5FXFlKrMw4puQ47XZLVUyucRJ4+RnPc/02aPLxSWeq5xVaDVy6TGYigUFG1aQ/6QdjkU+s1GGcGDZ5NQrTZ5ZCl7QhL/e25wMcAljuE4Nb2+GwJD6OsaMa/lN4QEw2p/cwvOwAXjJ3IMVqNcvjlfIIvF8gLVwGkOLa09L1lm6g4fht3dBtx0KP9DyLKX4LIsyTEQOUqtaBftuGhTUUs9ug9KqW8CZtYVLys3PJhjXOFvY5mt1v6Xsp5RcGgGKztMgaWJOsQZp3Lfvmw+ffX7z19c83zl65e+vRy/d7bawfDeOFdeCLJzvOvhy16rdPvM7cHAaZnGkqGPSlTOiwBGxxFEquBEA4o2itKr+fvJAJpk9dJHMMYQJeYi+DPUxOC8d6rpEzUMfSDTfnUMQw02GWHtftZGWmmrUuk74Hlfvafrnfx73iKdqVgMDEfv+U8EmFw4slG2uG6XrYggFk6g6JsffYyOnwcKyeeSNznfiniMIJOhJumnA2LdIpmsEiX/VZN9W1TmlsNjSps10w4nRKe4SKzo+kiXHtgjBX5oDLPZw28l6/KSF0HL2osp5xXZX6mZmHUgiTZyqRnuiP+ZKXb5u+BMHhwmJGZxshTF3nOv+g2Y94oTbPi1wys+zZkdXWYy/VZEoR7S/fl+2bXw3mr3jYE1bnZj1M3CLSHvc9kb4UC/Ig9AVPJinFwQRkStVZnJRGzCIsxmeIV0TcmzWUPjN//KTUdPJY9AOQqU/b/2OZi3An5WLxb3/52rkvquERsArTiFMpqlN4cJ43k+Oj4GURJwEgdMmlmuONumnTHeOQWi4BNPy3qMjudromtiFpzAL1NW7jx6QKlQMZski73eZEucoaiORRw+D6eNCmXLHnc6IlkzzvtLbYex6DMbHmKUbtA4hy/HOCwfdhvwX4iivq6kZHM/ba2oL5C86zlwzQvCdFAiRESUtnKkbbqliLMgs8MBlkrtvzS+epnm7ZTNNemoMmSA8Q/e3uwcMXbx88f8uUcLtagTndSmbiWvvW41K3oVrzr7ATK8zkgqZ4LSOEyVN8jZ7b8ZQvuRRhsuMkWr8/TiT/MhEmLQVZLwv8SNMSw8Dv0+8R/4tZ7F05B4ByyghzbbzofqQp7fcx6idqMzaeY+1P5w2HI2UqjBR8V5IRu5wsyy2H0uWuG/dSqYQZHK6iVT6r4dux8zJtqqjHDUl7iTwa3CWiD1jE4tzUs56vIDSlsVnfByp7+blxoVNilJdPsOR49vOKN+KXiDCL6ChV8siqNOu6Rq2pS/cl4yPwkru3ShzwX0cGGWO664PSWypgupnSPATC7Oo6ViuqU+p014SXc73Ii6zHVFXbam0U0yhdWYlJ11/OYae2z2Nas2yTueTo/0NMVrqBDajDyZden+VtJbAJxC4K3sVpkJWJp3TU1Rkyw50StZ83Py7jFH0D5wl4iV4pch/HXHuJ87dYRp5c2Pqf38tyrcuU55intkM7eswU6C64RqkSwb/19QxqxhP9PU6PekEo3j3i2mMUvwCnBgw+bQBF4LePrXZbNzCU+lxhO+E2LtF7QAqueDQBSvGvqnsU9nczxsO34OCSL464kvPjVNlkySKnMYjT8ImxDnhZo5b5nkHmR2Gjl6qeiwxzNbiI0cNZcoOz+aEEZwZjXJWBaGMypXw1Rvl0w6W1dBMtrcMk83oFqXQD0lFYiQ+CX/CfeLHWAby80s3UjSuQmffHECbmE+F2HXKck1eiNJOcehHzHOOhj44zjjBJFbOqeFlFmJwlZ4S5llpRmQkt1rWlULfUACuhKoytLI4iy3L29912u8fyxaPIHrchV7k0r+zipIAfqXup7vcneOWzfLcXQR0zs4pTlWlV9R58V5qnQRK5QYD1Y98wOzY2oYk8uMLx+UhyyusmzcnvOPANy+xqGu6GMDRZp4jvD6vqrYOOxrPk87D6sF99ms0jQtjKcyNOp4Qwyyco8dL1OT7Ve7hOJee8I6clvlzvaFx6lBf/jNg9qsNXEWbhHSl/5fJ7n6WKpEZFxc/RIYGlhK2wDsIk+ZRWt2ORdvSsTlLVzl1/70ZHG+TYmoklK3sVraiyPtbnOakt9mRSawIwpukaXpHMi8om25yPYEuOQpUdMxsB0TjM8p6UpkjoWAKY6efmjx8x4SipuNv88ssvQooXQx+LHPk8gpdfgNPQ2n0Ddz5y3cL9U5zWGefX18FORC8lFk1RiDQNogjNDyNhXmuWAxTXNZ22bu1xeSR1fo4KaqYdsVl5SBWVZFDeLzeGmKQAVtu6udum8stqXLEBYdKfOIeu2zaAJZXOxhG63V7daAVQxMEBYmmyGfSF6r6mS9dEU6sAujeVJTsuLln0PAeDSSr0SBtzQwgTB8dtXBlh8lMmZVEh/KbErGE+TuNHNshM5OTpofCDlJNmFVNxxjCTOsxBAYQKLFcJjk36kjfrrkdpylla02Mi+coIU7EGDsvitMXrkVTUa1B60BN90vcdy9K7XUPTWGIuZDDZE2VyCkcM+2mvPnak0F1WuHJTulzt90XNwJvaS67iETOlALkIPil6TgVhGqRfZHWdEcIsIs/DIp65plQm5iusPrqho+FuCEeVtUMLmsCiOkUzMMwkwmyGl0U96gII81C6Im2jmt55irrrtQizMONupLo0tBFXKN8wkXyMRb7eoYofwpBlrrwSqxxr/Wo+PROdtF6Wyl6PC8mwaTrCn4EpOhpGuLG+1jqWwh2ssI3ZqzElzLUBjOAlTEGYSQAv57KDFzqmUGDShMl3paOrbeu6LoP0sMyB4kI8FscIGbGITy6pl5AaMOXQ5aFLCQfe6Yfic/Q5+eOMlyj66pe1uIK7pDSR8v5JzCG4Xze8PCnxj+8L8ystfHxcV/X/SZ7pVPRSrfvF4kKaMxhLGWAJm4mHXVL30kdpbo4K7nUIZBo2QVBNsnd+gDc7ZGLulXIN7NI4HleszZIL8gQo9cIwThNgVzfwu6a5N0PzAYc94Ew6ax72wygyLHu3rlZz5aZ0XzHDYNRhPevqJhAvbsu00g6JFcSR73mVCpa1llF8NumlXEpqREkyPJU64W1oX8xqyu9Mgo1DXlLFU2PALDNxfyu4JCNf8qzBODLu9UQV3/L9IKbtD7r4aiuvIguIU2F/RtxJCFCCRQUVDAsuaibx2zhJyHjXdjTD7OhGxzB00zRt7FcwT4ZUTjYoTL2Vz/I0jKlyjjD5mxZlnXi/zxGANHHcQgFyTAViXK1FRWVHeGkiYrkWwhz2+r0widD7dcdtW5IlT8SpfEJpSoRlVg5mioYz5do4EsJMnMMwDAVeSiH6qsCjBmE2xRIrVX/N+p9SNTcQyaPGmWHpfcHKbSxLPqw6fa/z1eM4cJMBzHVUOscONVCBy6KwUza2tQhTfXVWKGRSIwaHZSmfGrwjionT0dW0A6IVdNbUKZJgC1bVhhjmZufqIo2SFTnojXB8qq6OE5pOpQhSGcNhtCZhYQxk4pbylIrLw8lgsAPbRFy3CQjq+l4wT33xFJpkUlwWjRf5cUwTmIKMYl5aNwL8JbQyCk0sAHfkVswa8vyT1/VPDgr1aQXkPWaTfxknKDHpAMh1DOugqwNVogE6UjVmu7vf0dGYp0N6RMCHeFtbtxZ3ZpyISeq2w9G2zBvXeJ8egDgNvDmII3FDxiLe3XQMU7ls51nP1I3WQbvT0VhJtZbjNpQQk8s/s6LHiz5Zvv9JLwHC3MNM43lxL53r0bmR7nRqCFPVuBY67Yw6Dgt1IFHSozJLKsKsBjA5BFTr5iN6mJiMurbTYk4W9jtUd7r8GiR5zyLLLDVawxrNkFKqQgrYKDOYJDQN4l92TM5K9S33QDf3u0bbMNu6sY9BRLw2owOg6XlhHFJZb7nA1WGYEsYwyEw4JuAUmhg9AZkeyRlR/fxE5EEpTqusvdKlqceTy6h8Vw1Aj5hZFqUxrkizbSBMA3Mv12FOs7Q4mFkEilcAmaLhzL6QMccDj5jV6GDRj1ZlkVfRUfUezmfclPh/Wo9xbNbleA6T62tUvCZ61OnAS6lX4b4xPhK5868cQVVIlRkomznbjWTwx6Gjwo0jVSV12ImaEGEYyTYz40StFCsGAeURZHdDesi2pRnGHsPL92uvPljjMF1QHeaMHrVxhFmo77LIJGak9WMakiIvGfejalWM3AmNNVUmVPIZKVaGkcCwjXLo2EFjWy015+Tb/AUgTNnnEh6gXQa722Q9npjF+3K+H82X31jxW/V2XyowlasFwP+0hrw8Sh5W4ug6c0osasmK92dREhNLzvMs1zM4XwwkiVWSkCQXN36k+kzigH8kMnh72VEmMUkcnBVyEs20ZklWFtFOwwS8ZOsQEtvRrJnvX7nlZZ0zprZuV9/fb2maTrwwVlGYYI+WeqSpV4QxvXW8XKVqixQ4Seup27VsbAL7W94THbOxY75kzeGajfe5ZW/kNZrrbUQwk7g8Gda9fq+XFw2/SyWbBD8nGj4WJrHtBx3LaRu2brum4628/g5LFW52pusfFThNQbWhUOqUnlUVYZKtUC8NEqJXdwybdK50kyqcgb50klbY6+oHJN5lOZ4bV8VhJr2w+5KBVXGtMleuVHqoKkaSR0KsnjX3KpwpyHm4ZMRyuo0hTNaVSrIUuyF01w5TKFPmkvc5Pz4ZyRxkgttLkLPQbCyRQOE3AWYPqgon9loVmNImEKYouS1YD1m9G7X9XEomGkD1ccXQZ1PYrLmHT1StjPyk1qgCHYuFbuhsN8Ieqo1MjufHx95Z/SCHLnNVgel6RR4ZzxW3CRO+ruumZTVERVZomPyTtEYHptwRDNZnZY5N/gwM/NAvctBrVw+yBXkkmiG4VyLkKwWKtbEvysbGocseecAzkqM5OTlmVclAdI0M/J9l+uzndTor1IxxOsQVEZVHeRWxuw3W/TAKZmm//Iqa4i+ToQxbewjmRy9JWI2ftO6nEE7BmxAFaaoBW8xifsSCxMSRAvZgEffDyPECrJhYNzcC7T6yPBEQZhhFrh/sz1Z7GEU7eymbyJCu+4GmbxBbSgOeKd18MqbYkxUU2Q1wwvRoXAdP1ZMIoxwAYFpDZqnni4VGmNF0ZwzTJSWEbfZbdnU8XLLmcCM9+ZDpD6W+fVnYpiSg2beFwBtJflKTTJlqCeE60lchCRPmmWIdQpcA1GlxJXAtS2WRJVggh6w+Km/Oa9PYwiRhxoksOeCl6ftty24ZZpu8BrD7dn3SnsL/Qs/3LaxKptUxADttqT5S/ncTXtgjc5mK60rECpmu53DF77GULYn/b4M/7BjIPFzXl7BguJTuBjTr5pnle4CXFOv3w1wKvLGwHDLOHOQTIFNW7eboX7WJT6toNClHY6w+QiWQxME6SKaKMCtsqQXvRtN0qlQaZkWcSng56T6zrVaqFRXzWGlFvT7C3FQuu9q2xE9XBJ8y/Z1PzxXySl6y1YoKTIcqJLlakHyZMRI1/HCG4mNrrQrMaiM9THZ2m+hXqr6oVn9jtVbKhice+zDiktevHpT6PWV/IFpDoutbizBl/yhEcjG/FmXvT58+4fzQMwE+DUMnotCUesZpNvENYY1iTDsjdxu35CWtqVX4JTS5Rooe815eHDCHKk5L6lLJdF5PPkXJ8YEQ0BZ9QGoFKdY4zjIwoycF8mltwr9A3HkM2zVsp5mzU4l2Etk8jGLDcdfk7tUjTDKEpUQe5rU2m+J5QdBjLfrhYb+2tn/AqqQivb4OwuS66wEjZ0OwtzD3t9ejSvpqXzG/TqkzK2SrPOaGFfFM1h0VXSOODQqSnIEwE7IkynMOZpLRTLivGe/221k/yysBiqUWoGryWlHLpcBeoHgRelUeUiw4n+Y9L4oAL/d0o8UYUpg4uARZJcU6DeO0a5hd2lexjGohtJ6rxOtgvCK0ijxFi4xHOm0kMQmT1hzXLE07LDTlyjeAUopRgH+zfm75focktmivKHUmXEkr1d11GfOBuMyPKjMbqvdxw3HVmNjZKg6D64QjSLZpGhJTWhN7jCHMpeohK9pNta0hp6lm11OKXlaf3WGps1S6w3CWfLDOmfyKEGZx8AJD5rMQ5oit1u8VHlLMjEb3yylyRd40mq63NV3ETNZfet7vH3w4aGEdjNNahFnEwweDOTW9izfpnyTtSFG4cCNRuMJ7iyV8Bzwj4ZwbEGZ5JpSZFRczbBt7TPwRkMlEcldUcFktM2sedFtqGBpSKUHy46XePlXp2CYrp/26ldVPSl/O4hq9wsGHVJiyrCh3D7xpJSvJ+PDGhxRjVouBT3kyUoZaqjRFLH1lnCm4scvUIZa11Bq8yPe7umaRN5AXhFTktjZ3r7YxBYNGsh/FHctBC5Io6/eEbDKso8SK/qpPP2shTCzK+F43CPfZnP23jDBPBGQelpCyr/yMqPKKjJgk+1xgy6Imfyo/nrHAJocxU8mwh6RcZL0/6Cb4y6oOL3ImgjOr6ivKDKWqJc4m8pkfRTqRqclCEVgLs2QQBjGfv4gMF8CYxm9gAYwBgpoWNop4h6oKGwxHys81DB1ex6mnsWocwNUR1yzh8tHzhAo6mPBRrcDU6aOtA1SqMyrWYiDMrm0bjuezU0CVi62W8imQOVaZWfUAqibQj0l9riceGXgwWN+Pj0+Yw0vpM/Ey3giSGcXxFoaXVaRdP6JnIMxRpPTUopfV0x4WMUyl1Sm4ZZ0z2QbClGNiyGwDYRaPfrJQc0y2CL00zdKQBQBZCyLipNURVWBSRNM2LHO/053WylutAV7udbsGR0qnO9UYi3xDYEahJp+tGDfCUiGGLCsO9ajMniJ9mEPnIky12RGDQql35WzssdQkiHoGawQBf34GrxzSsnBdqcnBcP7ll0+CMMndJp9ZN/traQW7J0tdz8HjE/tL3PwBuchRBCMmhc9JT5nqKrOmvwZhy1FqmEAmVnNstVzfX6cKhasr24BSARBzkpiONws3klzSQZucKNkDaLfdnYVF12zC8A3jxPL8LpCA60a9RNbEIuoyhdJ5/0XhKUaYq49TdkRKcRPYCKkL4O2F4Vaz5J8TYY5OgEIn/VL5udqkskt5aE5zfPpsGKoCHRTcjuOWYb1vafzfWb0DSPOiU+EXVEXj5QRKEhBB4oyjpiK8oDtey7Dx1RpGIxtPyLIoUhsx/6dcFG3JXdcwzbZmYMfEblA98YoS8WeBuLWuIkWuPAqZV27zIysqErk6yBYSENZBlRbfTNxyqlWzw/mgbwcBLpw8fbjHTjBlKvGibGZl5lg8s+IVRepzsVKf+/TpEw6Hm0Y8eqw1qyoUTdxVfjqpML4XrsAcVQvM6t61CHMVRalNP7tCspVOoJB/3EgceBsIc0sxzLEOMJjkkhc9loXBhWGHBQrDUrjDVIFJlnFAmNYGlUx2Wu2OYXhT1YbbqMCUwYUJRwS0sXit70Uurd/PHP5hkzvOsVJFgc3z1RwPEUHRHB+2q3mZqlomOYBTYcyp+n1TpiYTH0yLeS7k4IP+wATfpgqlX0UT74web6bcMnaBmVY2IKIcleWTCp8qwb09tC+g1/F9QL51wN6BpgMYYKVuQJin1oTiZLmkvEQyRZ6XZInI+imGQs196BUIcx3FWizNjh+Ik9FuRzNdEuHcKpf8syNMPoeq+E+1UdctMmXiFldHJBdoKiBTXD4PdBMIU1zpV4thKosTWdpyzuUnWS8my/uEZGP90PZ8w2EjG8Pe1y38a7o+oKYfhUThyUfkXIGpA85tcflpRtJDtr2vGW3TDlk/TWJZ9NVcHtCgXC28codqL22J4DHRr0+0VstUc3KZgd1c3HIKpaiBQMq0IYVwO5Zjen4mdZhTOK0/I56pKjMLo5zDkVeOTHE+x1hEfQ5X5QeBKJms43JYi2Sk8nbxOzC3jnQaYa6uir/JZ9eXfceILr02eNtSlnx7XueT31VoGVXy5rzRwxCj/CyrhAl3OJUKTF3TLWuzasx7bUwnzjSTYhsVmKoENygGV7Kp+V8hTCnCREfHdMYkhflITGYtKQUUfx+XQ8e5lL8eH+WsEOWwQNlG/E0Wv1dpL7F4X89T33GWZSI/3sCy/FW00runJ+gdQAzjQeoTgnKmLWjy4/CSGMJDceXbFnIQinqUJh3DWqcmc6/TBaLDki3wchuRycUbcWN7ade02EPTDsKgl/dI6JvVY6R4aeI+FJpFogAWBsPl+5uMrJT8Ip1dNrjErcCqnbFe+hZ7V+GeU3jrfBaEOaeDDUvXmxkIU0Uy8SaMDtf3W4a109FnCgEtsK4VJaBJLBRxQEYvit0wcgICltgH6bbLrgQOxy1tAEXd8YA8k7QQbBHHjaMy9VONPFDEu0fB/7aBFYrC1D12tJd1pIqW6xVamNkahiQi55W4izN3VOEpswEvQ5M1nKu3Oj++Al/xnINHEDJ9/sCwuzYrx87WvVEciprKTGEAMcgU8IbL932mzzOW/vTpRJRPDMMY5cfXvsAJhLkgJp+LMGsdycsK1c8GLwelUoHkx6WPra9guSWEmZf+s+v4DS38dYLhxhAmOp5hGgV3+NMnvBpGxLbTDB3wEpvEjVRgStvvatg9TUQpy/RxJnS2TVVgHrErR8xeORtRclaNEaY9Ug2lDEuCyWpxR5JCoYV14As2HzFt+0fs/Y1pnTLup5ibVgqfUokkyvAlvAzX16j/vI17AtBLKBUI6OFHpQqTGIlOV/ifbGfXU3NuzEzB+tteD2FKzWGtC/npt6yf+XEEgLff1SmAKdjmUJzv6scg0+VIAdsL/NV2NEfs3hXEUUsHxu5QitywMF9vatTPauVOhObT7fWTddrh4XyEKSCzh01lnDh+oJFmkVWbZV58raT9Qkh4UqKULZNgJH7HwUUNyXJ9xw/9MA4TjnWS3JaotVThZSGbWeXp40+DIcUhbdfVqQJZZZaFJF3YrEgN6uR6XRRqFrlyZh8UuWOV0cC0wCAzF0XNjfB6VKuw3Uee4+JObgf+vm5RVBa74MY7PyOSOcqVU3KfKXW0s6YUJSlIHB6RQVtVW68qPrAmklFZ8lo+1Fz3zJqRNcORvFqh+rmaYGPF8dkIctsGwhxsVHF9oa+byJgTBmOEadviIRUTWKItj2lZFA9pa+/3N4YwW5oOyDfmnnB8qPI4PRJR2WQFZixaZ6wRNM3gWLmJYiQ7klMVpWAzfMXiDIXRTMjeQFLV6YcBbsERVymwDOnp8WvY24VCvRzpLfiVFXebXzfHBzeZdJUd22dd5SNmRzB+doWpyqGnSSamUsngyWRbLktcN5gYjrfXWStLLl4G0y7kn6WFKSneYDuJ8Y5eDSTPa1+JMOtqrspQG2mmsSpsfrI4YZ9HE1V+JsKOpymLvNcNK0637unDUeihIDT8u7jOwKm1BREmWo/JWRYlr0l/cjWESZM5h6OxsTddT7OdNmPLju1ojmtypN0lYEm58CTtZViIBkXGk7lII79gqSEUUZRp93DJlZOpsWEBr/byrBTeFGnQTJSaFAAosrcVXSPyK+dqJXQ8VZWNaVDyGjHLv6+eXmT9pTJnXWEMVYyBlNwQMdT6PS8KW6bVIu2FsKhqaFrKxyozS2p5QaOTPDIaHj1zBOwsIxtozO3iBG1apkQwllIWanroJdOnPGbVEak44Yn707yyFEiy4s97sqTS5vaaABXJvGxKwXJ7OHDrCHM4EaUfK8VMqSLF8Upf5iAIWBscq6/XMe19jcKY+10d6wUWQTElUcQfYRmITYm0HaYPiGq0eORV36BZdlrWUUsvEldHTtAkE5WHx9xWnvZx4THVnwRSbTJXw7moZRrXpuA2qWorzggS9WUeYlJqY65S5ylKZYD0GPVYjg85fkhP4RQ1gkjLwnNYvQcI+dM//vGPYp9rmdijbfvbt9eUO7zwKDkVjln3UOpL8QqeWm3dbxFX729X4RCzJRYRldreHuSTkbgRx4RFmu15XcNsdbqaYYTow/3CjoSW1BkOcTTiDod51sP6TvvBPDvGbV8MrclTxmDXyP5S+0A74hZA5kFXd9lkYasR+BHC5DKALw1hLpglHzn7+IHuOKbjWI6zQmZNgod4FuSByA5BHctxyc80xbGyksBeKCDhtuHmFVFHzshz2FBtQ0RrjuDlMJ9AI1xhSPoDmLY6hgkcS673vIsRvDTKD7Lvz5iSTJnDpRoqtuRWGuws41PxwrAtlouMlkYRFdXE4+MxyaMROqogTInAY2vWdRyATID8kOhL8/HAKGQ0LKTACoJPEQAkAp1p4ogWs2uPyhyZZREvtXeyIczWH3eNnFB5OhQiWs39acovFE+f7GOow9BCvKTS5vba/0OYA/EoF8WGw2rrT8SugWGYzI7OdlIog9lWxLXWXhi5QYS+ToXZYQjcaTguSyhrktGrKKVQ1gNNs5yWZoi/JBp+OdD0rmlhtsF73CDsZWPi/Bx8YB8+3iqqaeSYwCe144VtCybm/H5hX5FzZcgcJxrFxxyM9lx5JUM6NhAIYVqWRH2Fd++NaimXRiMF10/8Ol13qNSiCoWl09A5l7w/plnMMoCX//znP38bCHPAKotOuYLgorCcpb004BexjcLVTRcCydQhQZXtRcBktkwzqlfcduUkj8Tusn6UKzfNtA86WrfbtS0zTuO81N0VInn9/WR1xz4r4eMHUPNogey2WpoxWWHw7LU1YEvVdjtd0wXwiLfN9BlyALO/zd6y3un1Of88H2EmvZ7uemwr47qsxrYUBZXhZRaziRUmfBynYzuWH0zM+eOnV+V49qrw8qSiXzfxurSizD4MNMvSTNJcTXuiuVqmUFmRXpBPLcdZVl50OZOzeCqSKV4YXEFji88U/pPqScvazvn3ZAaCGsvwjrvDEBrMUtP3uratceIN921R4MeYWeXcK981LBBmyd/EkorDWuPKJ8dzHR7nfXt/ypd8YpBOHH84dbbTTZ4+03xoFZdoMFd4FunXzcKwpdqvCGFuKUuueD1AbmQmEkf4FzP8CP/zE8+JVZd6fuCTyit9LAgCEj2mIu3E8QLGjT411zNd3/Z8y/V0y2nrJlvE6niD7QaaSTXbpu1ZeL9NcrgS7WzrpCaBho+g4YAyamhKIakW4hWm3INUJPyQ6yfZXYIsxKhrsZeuvB87u9qGP+VkXSrF3oMgwiY69BgeU3iRzL8TKvLhOzymqVsaTuEc6FNeYOMyXY+UHXy8EPcqs5NIKwCTW7S9JYQpmNypU+tdqglqxbAfMAnlkBTvU+EB9accDDfeRM+T8/7Df/IPfhG1tAkfzF9LkzlTsmCYYEvfYe4bTLBCl09mYA+JiVUVobdyhoWDdtoxzO1FFyV6iZGIXeHehlRt5zbsMffbXVPXQ5fiYH32v5uIsdQ0Vn4AYOBiht4iBTNF5Iejl3tl9PKUEWYZZ6MwyxeHMBm3Y+7spQshTMyiHaqZtABvolKhfcFIpixk5P3t+bRAmIBJbpAkMi3Pui2q2lnlwccdRSv6dVPD8LjQlU1t19EMQzcM7CSJcj7Cb33x4RIMUEPNlnPm2kvMEiKoorwwBoPCaBKv468GATUiQgoVaBGQOZ0FHmOpjCPMIzYoD+LQ8Ny2aQHq99jIZj72E2skAmyTWmqiEMIZNxvP99Mvn/BSrzeGMGsR4BJN6lrF72wJhDmYeNa1I0tIW1XdLfmWLN86M7q5/VoQporky0DemKdP6VGOPZ3teZjw3++R2HLCaIGDMwPJ7JBhlufjr2gAikB7Kf/gbFw/2G11X77fe/r645PXH168232/39YtF1gUuMsPQ92i0CVAoOtH73bbeOduS8PcEoSRF4SAoC02EEFrURKw836v1eoaCRdbAlUCyFFB/kEXb84LfzFWLyd3g2Cva77dbeGvbhAmWS9kob+P+51X7/dqGw6FA+KwuDacEs4EJ/zy3d5L/uvrD/tvdw5YH8/CmQ+Upq5EO/t9dFlcGL7u+dvdxy/foz1/u/Nhr23YDuCrnB49/V7CJeKpZZuCxwpNcstaE4kVmXe102QvMxz5dJSCqlFZhTB5XjVKNY8viyE7t0nRvuu6hmHg0mJ+iMVqQljaxqOchQcqPmU169oGGw6e5ZluO9uLLkr0UuDlTrt7OlWaGO+tru47ThZHmDhpATpUi2DTsoKBCYTJgv9JvkCvk7CPE/gHmi4m7+8rIBOXbPteuuUseen3tEmfiI10raLUh1f/dB7C7AOGDvqYZluGfWBYfhylebGmLxjJlPw4FgfylmJ46YZRPmhKHqkifIaXNXiswc9FNVEnJmeQTlc3zSQp/bUrjJ5mhCx6IwXIpD0RqRyLsR2J1uYZ50FIhkIk6TCrBEDg7JTUHNJUuySVNR7jp085+4z6s2F2ioqy4Xw/xEb7SMUaGJQCGrjADSLMglXN9PzZCHPcNHxeBWb16Y9poiaFtdPpyO80XvWvAGHKvDSmiLtRhIlfcLqm7b7bbd1+9PLBszeAf+gEvNemdCHVY7gEL28/fnX/2ZuOYUfY8Cekh9bSzdcf9+8+eXX17pPLdx6jXbn7BAd5/mYHsNNyPD8IHd/3oyjv9x0vwMfxnrtPXgPIkSlBHGOs4qsxDhnBtp68fo/3vPqwB8CGEwNMBQjEAe89fa2Zdq80RZWytJcf9u89f3vv2RvgQwtHS1L8i+Xj1qMXF28+unLnydW7T6/dG2sPn79rdU1svLO8j6+9/+zthZsPL916XL752fX7z/F1D5+/ef1xTzMtOg1mcOBbwzjp6NarD/t4w8Vbj87feHD+xsNLtx/ffPgC0BrXi7PFAwrJFxcgPCZWMtXneDJsiqrpbHXeN+00c1KIslkB+JjiDqSAJCZ6pxLDFCVMW2XJSy65K1WsAjK/kNWz6U5SYJCd6LMebh0VHnBRsawFoozquHYz61+yM6fjMU37KdfD7m9L0UVBmAIv13eoXLBhJsFUQ/Kz2DMelvXMx/P16jEDsEupK052zcjwmEu4wziyXEAao9SQ7yiQibvqR2F/a0pTld6Si5tMc13ZqTWhWgxZTeVwMYQJKIgVyAsjYnxbdog3j8tazl3QZX30g6DDpB6A1X5jTkfli2WpmqGSugTCbHU0TOyxQpiDwm8xK9m+s/RkitrRmKY7m1kxDtVzBaJgxujosCglZJU5rHuYWAzTUCHNWaqSI2/0MeZLpVBtHGsxRx44PzrQjbZhprymzEeAjQhTKZ+gj7LqMuXNOQdHCLOobJytjLQI1hIY3PCklHy9Kj2aO1KOy2lcKhzwRcAmURJJP1ywT26vVa/6y0SYCl6KosKWpIqA3LwgBOo7c+n2dxduPXv9kUFmwbUBynr9YQ/w7PuLty/fedI1nSTtAXPi/ZduP/r6p+tfnb3ytx+v/XDp9pnLd775+cbfzl3767mrP1699+TV+1bXAMjMOIyPY/507d7vvjn/5x8uX7z5UCBZEEVxQilmLKCAl8CfeM+dxy+BS2lVdbznb3dwSmcv38GikHCRNl53/eDNx/1zV+9+e+EmAB6wMaHVtNc1rcev3n17/sYfvruIE5NTOltp1+8/+3jQdf0o7WUtzcJJ/u6bC385c4XefPH2mUt38F1yRTgILhn4GegXXQS3STMdfBe+8auzV/GGb87f+Pb8zb+eu4aP/+XsFWDOg66Bh0Q14eztSBXgjs2V4Ufr1ysWuZ5ewnHRQosSvTYMQ4bwm/Eham6CME3LwiP45Rdi+vzyyy/imU48d9Yl3qAS/paazJZEESUL+EDgJQ+ulHyUPFceHPlyNqIOCSacTsZTtlStrTF9Co4P13meGs3c4BVanHSOxx1Gmh4fa/dRDQNXvs1l5x2XZiVe6Nu+Z7qu+GZS9kQ3DjQD/5mQQst2n6NCmKLT8nkRZhG6ZDbEgIsTpKS8GWHiHViqgzgxvaBtObrrJb2elFH1K77GzQt6xsJ3jueRsqXrZY37YkkWD4RfPCOiVauFON1wdegtumG0gDIth5eS6omR2WtetpmihUxjTxKSY5UZXmXD+2L4ziQgsSPB7WC2gi3ZENmGs+onWb2nlWBRaebY5GZerQaR2xKnCa4FfRiHUuHNpnT5PIQpakUZVcMeTiLMNbUly2e3yF6gqPas5vSl1dU/VFwMMvk9SmJsJzPOLm3bCXFuq6gVsR6myN2vd8yNI0zZHkp0ZcO1ndz4nHP0+J2DLiDZn89cvnT78av3e0EYiYAbxuONB8+ArL69cOvGgxfsiBoD1AGAAVwBMQKSARbiP/E2AC0A0d9/e+FP31/6+fp9gEzTdnlbNOwY5jc/X/9fv/v2X37/HUDm3aev9zt6EIb4K87Bdr37z94ANAKjXr37BICTMoOW8/DFWxwKoO7Nx4MwStA7BQwDKwLWAgc+fvmuY1j4AxAmluC7T1/+4bsL//7Xc99fvHX59mM6q/vPVHv88n1bt4KIqjp3W9rff7z2f/58BicDICpvBsQF7Pzr2av4Uhz/2r1nGsB2jn7b+7DfAf78j7/99Kczl7+7eAvoGuf5840HuGlA1BduPmxpJmu1URDMZeYhAIxwowr1WtPgBbE/t7akdoUSvSOOthGjH+A/Funp6JS0KLMKwhQ3H1wacKZEMl0mxcRxKIP9S4jSzLyT7FHlBz5bEbmCz2kNCnxMqvhhPcwax9JyZjsSY5SjGbo6VefHqSlxxJpcEJ1y7DqzvM/vwrPZ5gQBFcOU/VYwT3N+XFY63A0MATYvWMidXPYChWZLPyP3w4xlFXtpRGv9QsWc6/e6LwRhVpyaGTIN87y0UGxAmH0GYdiZAxYSvMS9DyOqVy/xzIKRTNx5TIvYXGBetf0gn61oeqxULtkJZRa8rNVCnG5Uuxv4hmV1TNNwSat8Ai/JDJA16BYW+kV9YS4D14n6HOY9mznXhdAZBdOGrFhcyOgI/A6Jje5yVJMLNZlUqOJatd7o01ilgiQHgFIHgjCzXnnHjiYTzVPnPxthUowXPxgeh8zbr2bJj9fRlqxEI5dAmIMKL2nGTKuqc0WSlEudKVvhRxElYSu7ns+HMPsiJSrKPMPhBnRTN4sw1dFES2GDd4n9Xqn1yw4MKCgxur//dB3YCegOAymMk/d7baC1v5y9cvX+8ze7bTeIuoYNPAZ4+acfLp29cvfFu52uQQxnYvfY7tvdFv6KgwCknbtyFx/HQTARCcL8//77G4DMf/vqHPDbrUcv8C19Lkxy/eDB8zkIE9gSb/t40AGc+/rnG+eu3rv35DW+Gt0Jg7OKMP/4/aUHL95KgEL4ONL8MOS+RzU9gjD/6+8/X7z56Nmbj1IOipEP3Asgiq/A9+LCd1pdzKVd233y5iNuwu++vXDp7tMXuCrdxPtx/IOu/urDHl9mjKF5dFyU5khqB9Pfp0+Fem1X0zCxYF6iYvUluSGiucEiLQGGjbhLSLw0YTe0bUcOj0d+kZQllwhqRpPbiYpk8i6Ynbu/4EgmrzWeCHF4vifO48fHRSUS8X3CQBTbZh2h5PjU7xQKj/Kp51tZMfOUlQBncYimPwUsJB40HzanOvvZmx9HWX9EHz4utb8a4pkKYcrKLuIMS0TvR0VuojrInomngvcEYQKFHQ77iyssbbypzPjgkEKXAi9ZI5G75WyEmRGDsucEEeAlmhOEwpocVMCMWtN5We/leSk3VGnA86RQRLzOJoQp2jiDeV4GJfKhCOQsRy26ZEpTpq7nmdjmc3VFRnKag2oaWvFQZmUzh6VKeVkxOBBMznRyh7fehBvZdxhH6AvBkxzYSiUoiTyITYZNUc2Ce16J/c7kPiuEyU+QDojlBgtc2zB7WW/sYvncRni1RK3NvGyJ8eJHYpg48WzEJe+tX4Ep3zsXYVY1kQrjocNCmHRM06lUqRppCPCIpuxGRKRdUXCSyOHcCtsmmFSgpKY28+OidKqUeSoKqxvBhOsjzAn++Pp+Q2MHryBM2cKjx77ZObh858mfz1z+7sLNdzsHhk26xPefvaE8+E/Xnr3b1WyS/H632waABDb74dJtwEKMKwkLYEsL9IY3vP6wf+n24999c/5PP1x++OIdJhO8QRDmv/z+u//7l7P/8bcf//NvPwG/4Z0eZ8q8oAlhAtq9fL/XMex3u607j1/i27/+6frdJ6/22lpCOQICdVWE+Zczl4F7bSrOTLCapyR3xua5hbs3bUQFYf7+2wu3Hr0Eqkx7xTjFO4Ee7z59/YfvLn517sqbnX0AkbZpP3r1AXfmd99cuHz36auPlONLaI6lvA8gKBnPFbCK5Gr/wT8nJ59EN5LRYFiKWpBIL7YMJdMtK/jIs1c6DCi8jSXuXXaRGEgihvjpzMPdttp5UV6eJuQcylpJgm9LhHbExeGHPIUuGln6LMvrkPSTicXDkQyHhf0xX5GEsqjb4Q73Gn2dZJ5siJlIjFSWsOpBZALEyhsnaYhpEItLmeGdFfM8KWrMMuHEnVqF5Om0gOsQRJywSnBoxn7HzCWXegaOmS/c05gxXez8hnnhTXla4cQCYfazbQ/V5v5PSWdAowJbiv42CShJ9dEshIlpM+71TM/vWE6XHbEjhpeiHj+xZimXHBL/KCMYqnFFlq/bdsswZ2XJq5HJZi8DYej365QwR+85JJJ8yAFMw7b9KEoFb0xJLypHj1l8nOr2pxotFLWctJeIdpw90i8qqtM5Ca4iD4C7eRzHintuWRbD3hDQdDYbqIpvAVb6QRIf6CYWpl6eTTzlMlEy5hDUzMuWGC+mbtZnIK0VUQ4hz7gsXUdbsvq9zQizXseygpNHuvSMV6saAqVtaB5yIQIv9EPJm6+MMBXDWlHUp9u8iLeKS+dfGsKc4I8LjW6zTTF9pA9QrZcfPH+3C/z25x8u33z44tHLd9fvP6es8bmrP994APyGDULHsB4+fwfo+KcfLgH+tQ3L43JKTBoadmZ+gP8EyHzz8eDvP14HfgPUBHDFQxeECXiJ4wNG/vfXP//x+0uXbj0CyESvaEaY9F2v3r94v3fh5kO84dvzN6/efXrAtHdexycRJsDhnSevPuy3yTFEN9BIbte0XT8QkNmfjTBxH4CZH796jy8VZGu5PkDmq4/7f/vx2r99de7PZ678dP0+bg6OYHsB+00UqbeskO0dAnH985//FJyJXyTKhyeKiQXLoij8iFSvS9veopKndr0r/LKJmU767egZkn9Bpy99z7fuGsm1yrIHdwL2i8T8BTSm6TrmxyAIxLfo6Kg8q1Phti/bqEqHVeuFgcU0cPqhPQJRexx05F7W5BhVrH08a82K09J2KaRgO2afYQWpHjJED/hPQIzsi1TorjRkh2Xz1TWs3dOieJ9ai9K4gDelC7lyGCl2/TNkoFgYNmJJzCUQ5qhqi4U3qfhwy7WX1abiLZ+RSH4smhh8B7JSepTX7kEVYcpOfNyLnEJDHQuw0DLRfUnlu4JC61ZALuvqZdkkXhJpStNx9nWzYzsxVcCO3RAFLydcWprvaq0SZtFbAI+jEGNeY9tjKeYf1OWjBR7PSqqW1ZIF1q1G2hU/Jct7mEPYF8PizTjHE+IIB8XRpbRJEui4a2EYVbjnjoQ0Z3LPS2122Saw82l8YFht05lAmOrcaFYZxeoHzR1PECYGlLLME90SyzZ7WbIyLpKbVpkDGxFmUe1Z92iUm2TV4ehQqXkMJeLdy0l0MclStbsve8haCFNF5qfbzBT8OJ7krfRm3EU3iDAr4k4bJvj0S5H/AloX9aiYbvotzQSY/OrsVebI3AWmAgw7e+UO4B9WOlwYYNXNB88BzP7241VAOKyUGBWm6+12SNkS+NMlWaF+17DPXr4DpAfQ+OTVez8MBWH+599/AjwD7ARKxLdwRv5pWyf4d+/p61kI87++Pg/IePnuU4DS//zbT5Jht12vzK9NIky858dr9wCSgTPvPaOG88dpfDzoYPRWEebvvjl/7d5TgEXb8xPWg8OksNvq3nn8EggTp/d2pwXMTAIdmnHlzhOAbZwPUZn4+M/efNw56DIdvhDajXl+wPPDKQFY/rPyw1ZcFCtzPc8Sj67K3CI1yTyx0Nwi1Ueym8MrmKbwZmGmn5ycYMyEVProYlJY0OV89YXphKJGITOsmb3bkxkS59/udEgxm10j8SxGbrZfkga7zEVE8ExjZiTRtJ9SN6Ceg1sN5GyzuogYuzTMw6OKPpqy6l1+qGbSdQ3HFfeQo1KHhBaFEF/kYZ/jc8R7qFa6GTWZeAXT8VZ1ij5jS1kDs7CxOxqBzGGZwB29PqmhPZDs5JIerOIMzgiTRd23p2I63SraVp+teqSKMPMiiltBklW2TgVkksJwglkxFEtHgZdVCFq7Lhfs1Kl1kIrJkxhT3oFhtkzLDUOScxz3eaTopeDGeTWrzUqYJ4oX5vvYz5NKkeNJpmmkBTS15kprAJmqqON4gv1dVmkK6MVkgjvA5ZeOcM/dwnEjF1vGo7IgW0Ue5nDPS75MmQ6ODvR6hKlu5gQMbugbKoaJHoAnKjFMnA9pHa+KMCcw+ckiCLP4oklGv/wo5DaNMCkG0u8BW6Z5it3TYcWdfGVQNzeG2URt2w7C7A82pos+4toDbzSw21aCl6MKTGFs8eaIjbSGjh88evnu3NV7f/7h8n/89cf/+5ezX529Aox4wFG+OEk+7LWBCQHMgL4o9JdlgJRd0xKbyP2Oxknz3LCc8zce/OXMFXwaKNELCoT531//fOXOY7xy/9nry3ce41u+/un6k1cf3nzcB3CdhTD/9U8//P7bi7//7uL/+fOZ//2nM7/75sLFW48ASmW8TyPMf/3jD//9NeXo/3zm8l+4AZR+f/HWncevcIFVhElY9Oq9+8/eAGTutbWdVvfFux2cwHcXbv7h24vA2MCPOdVTkjE0rhc3R6pAceaUvj9z5YdLt5nPfhCQKFMGJIaZxKZKJWKRVxHmP/7xD0wsxyXlj3Ut+pQ2pemF9L2Fn8i1jkWhDsnAc0KQeTS+qsAMw3BBtZZ1VyWJoOY9u9CyyGQPjkeMWVPTNMxCnBanZNCnTydfGsJU5eXC63TZ3E3wP/6QE2fEEysfLtGfE9Qa7YgHNb4zMkOmWYo7gpZmvSL/y/cQ+2sMDQqkB2HC7JIBc5yjmHyNp/GqnDm25Nh/nZqT42k2ysYeDkoTH2WUjMmI6CcSZFOvV++MOGjjkTHCXFRF4Uh2ByWmPWW6Te3aWsUApzAQyBanvAMlwhyMxyqzETmiTIJnXI1vMX9cc71Y+OPVNnsdFP2T6vorYrN+QKaTwKuG6/kYj6yHqfYXi0QvG+5q9ZKH4iruODpljEilGecwS3uniihmRXVGykJH4+zvcR7NcZG0zTAxYva2mEDIUyXNP/iaIZdpYkIR7jm+WyIPinuOmcoPfA5pjmJlg6LKi2OYJcLEErz+RonrMH2XECae75Dr0nOcsWGI1jGVco3Bp6FiJ83U4ayyk05K1v+851VUYDYjTCnsFBdRKULAiz0gzDzFvzS6j0cI82hVFrz0h1ltDq/t14Mwt1SByc9rVECruFqAkcBRtx+9/OP3F//lD9/97z/9AMj3hkR7ItyZOE0/HnSu338GhAnMtnPQJSn1ICTCi6bvdTSshiRpnvW6hvXTtfsAYD9eu1eNYeKD+PirD3u77e6ztx+/OU9Q7dKtR3jx/HXiZX/NPKMJhCnVm//1959xVmj45bsLt3BWoos+jTCFIY6D420AlmhnL98B4gU+BNatIkwc9q/nrv10/f6NB8+BP4EVASBxaThzfBavABBIsIvUudNUsxygSYBh4FJJsqMBbOPjAA8pFj7S4nC7umaxMjlXY54Injksp5RffvllLHve7wO6Cz1WxTZt0lF3eV9Z6IGXwiwnGNLsl22t6RC0SBNMVY2gAiTj7sUkVO7IZCiiMSICj07FG/aR19jnajK34P4wkZOilDabcXB2mx4I5gjJ+/tUTdpUezm9olF0ZTwCdlx6lCcpScWSBuwgFzUYInjkWRBHHcNCI6ojxahJLgldxbQpqIkOMKG6I/NtRPX8+mdHg9tokr8TyslqCFOEFBZBmKp6TYErtQadTlecXlvLqrPTYBsdV9RmxDipmh+fAJmjdZNBpiBM2wu6AISel2TzEaZanSWOV10NBWFiG46dMzb7pFnkuClzSRgJLBq9nBiPtYiFY90E28iP2LIjYkQWs+XxDPVIFYBtyBtWkdWI/T3uvFPoYpZHE7DNsQLPUTaTJNYVZujmlD0f455jy+mLujtLWwg0FT8IWanx+MosuY0nsn40Hl/qMlGz1yvq6iVLpWmay+zUEZ4Z91IvA7E13WBMYalSX7S4p08VWVWz5BMIU2YSDO0emaL0qrzXdRDmoJHpM4bQGrPkxclvCmH2s4Zq4dUQ5gbhZXmeBC+leuF4XG9qyMG6d7sHAJb//tW5P3xL0UIsiwNaUg+FBXPv6es/fnfxL2cuP3+7AygohoxExCaydoSPA3Z+3O/gCL/nj4uCehVhvt9rYV0HCgUwI1XJs1eB6PDv385d/eu5qzNimBeAP+88eXXjwTOATK7wfASQiSW4tg6T6TidFvmhW2gauaI7zCrKuY6lQJj/8ofv//2vP+Jofzl7BV8NXIrP/vfX54FOH7EOEsbDcUkP50qbLIjoYnHy+Par957infj4txduvnq/63h+Sqn22DANQZjsHp7J3CIxyYyFRkVPUiQlT8YDmzLM0IMFr7osFIyjsUbQyTHbkXMBpp2VmqXbW5vYoc+fiqAGEvfDL1JKmmWpDGp0ezozB2f7mRGmZNBwA20+n5Am856AfAwBjCyJDMdJlPd7C/IvKivaYApeSiIenT/GuBUNWNb6jnHvbM83bPdAM9Cj8Aq2YNKLWrQv66KX2q6Xj7MefvMIs7hGrrpUeiZFHcKw8CivzWWPIcwwGE7xkSfyg0flKqOA62kiTAUcJuJyjPqKitNtq6pKfrwKL2sR5mSunEEmursfxabnd20X/y6IMAdlvGVCyVleAWLBjIGB0DKslmnHVE5frJ5SMreIEsVcJUx8HSYo7OAwvjSbsskjwDMbzzTzfWa2Sp3kcZ1/N4m6k5lRONIsYgNKLJgpV2mWzHNcF7lQJb3UZ5MgVUxVlnQSRTTNUnR9uXthEsvqvE4PqSquswrdCU7Jsq1ut4u1jBlAaXGZw0GVk14lPSnUPSxZOZJhPC5JfMu6Riq4MhdhFjvTAbos5XzHR9kaSp4rI7SSRS7e6CNe/LDoYwqm1rZZLHW1Z1kTYU4g5M3eGXX59bwSXis7unnuyt3ff0PRuVuPXgA4yZ8w4QClvSA20DUAv2v3ngJlmY6LTS6wpR8RvMTG7KBr3H/2Bmjtj99fuv345X6XMuxVhEn1kEmCGebtzgHwJN4JNPtff/+JkN6Zy9MIEyAQ8PL+09cHXR3o9OyVu3gR53b9/lMclsvOx9SKhAOOs8rZBqLaZDjgwQvC/Nc//kDx2HMjxXiczH/+7SfgRhxBIrcDkoagSiTgBGBUXEtOcke57fpPX3/48do9vB/n8+jFO4BY1notVH2YlEdakRi8nPiWLImSQRsoSMlF4FScI+FNinx++iRp3JhBpuTcZWtJXkjk3mhxinxb0Q8Z8vgKSdyoeCm6pkQvxZ/L4qqhfuExRMiNq0O9bVeHNp+5SlFJZBj/Kl7PgEysErYdt/0AuG6hCIBozZF5cx2LXPSLKFgaYwhQsYSYrmKZwOho6wY5JGoGxgXX7AZeGJqO19atnVb3w0F7t93VLCcd3y9Ijg8H/K0iTGHQSxxvWDIRjsdz2bVC6ILzSY2wgjDHIWWV4zAUP0pBrRm308ySy04nYz+ysaRhUSEmRQJfCsKU1acayYzTFONEc7wOEKYfJFm2IMIcjItkyqQnCDNNY8qMpOQ+iRYRgZ0kavn1hR7NIkqYA0GYlr3fNTrWZL1iLQ6cjxwWWFUbsKuijRDI5jIPqQy32SEIkLLgrlJRR0EIl0oq9j23Ta7SpAIq37U9VxAmng5u3Fzds+amECbOG/ASo0YU1ztdqrTH4kUaJuPRy+rcqOhORwWraKCUxyr4s0Dv0wizwTOoTJCP3WTFB8xLhFlkrLAA5SlAZrUOc3Ulz+URZunEnY8QZj8bBTmHxbZL1XbOIhDVZt6rzKN1EGb1OFsx8anstmZNR4B2F7iK8sylO8CKWBOPSzW/XpZjofz5+gOpQvzp+v2XH/Y1FgZieBlg0bx+/zmzxSkS+Prjvs84bQxh7rdDFq3yg/DdzsHZy3cAL//Pn8/821fnAEqnEeYfv7+I02jrJsAVvurJ6w8/X7+P13HAZ28/YBHHWY2pFTEH3CXRtp4wZ6TlLFOGiSkvESa+9/yNB09evd9ra/g4EO/Nh8//+N3Fr85eAXq0OLKE8fthv/Pwxbvbj14CRgLlAmdGaWq63vO3u+dvPPyvv//8px8uPX71HrCBwGcFYeKuAd5gAgmjAHgM/7IjoYj02tJKXYuEeeIFP6gIb1KVzpHsbiWljvsGeNnVNN0wMEE1q9euvzJiZmPXG4drF0eZZZEi5L+a+E9RFBEFeL6Wz6lWJDGuMKS4cRAEovDG0+YhVjehjWOKLqKXRwu5io+r+9Y7I8dJHETY1sSydtPS7JEX9sdW+yPBSA2QsoMllQCnTp4ymoEX2RCcfEbEyU7VPIgSCw540NU+OxrcEsI8qaSxOFzJbp78n8wxr0+VHpXuA0I9Y3XZQuXysCRxDIXGwhFCZqznEsBUCHPbJj7q0nB6PJNPksgk6tLfPsIUj9QyRa5AZh28nIpkkvpBFGnYJZGJj+8qlfWFEeZExZrSMqogTIrqy+viwLjIrSiRg5iV18c8STsiCgHB9rpG27SVu+Jxhf09DzkUwGDBtVUqDxdRj1SyTrQcSDYcC4Lr+FWHIA47iEYH7iOmsjLDbhNd3XHahtnSTWxOXT9YsM5nVi9F/+SSJ0fl3fB1pmlqOi00pYZbpaaurDCfONRx6ZtQtPEc+hyEWaeJNKrAnEaY7OaTsy5cUXIDhJnNQJiz1exXaxOVxkUTWyj+RThfggZVWJIdH+bAyyqBaLr4U32w9g2LRETVTmdLfpqFslZj3Maw3Ys3H/713NVzV+8BU0ntYrnCDm0vANw6x4HEr85evXz36ePXH9/ttgHDXn3Yu/345bfnb/7ph8tf/3wDYBKrKi7jsPT0EYT5Ya+NtV+uzrTde09e4yP//tcfATKB7uoU16+IqBHGHR5P17Dw+t9+vAZcd/kOZeEpxhcnWM0FYf7+WwDk568+7L/ba3846KgGbOx4eGMPiHRCrQibR8lpvt09+O7CTWBUzua3o5jI8sDJ1x88O3P5Dq767pNXL97tvNttvXi/e/PhizNMmee60AM/pKp1PDirHK2i6kN7wF7S57WGEJrHchaW4vXYUnIp3XU6tqk46fhdhNRYC9dWEdGyI9Fmqllac/FVacAa7x7xC6k6XQKAyoWcmLwhyVsQ4SgKZZvKjr0WTmlW3uoU2jGzR3F6fJ6FOj1uILGTskzOkBSiyIo6W7B+SQVF8xm6KFSjy/wFit5yIAKrJx4PiVi2OgKoADIPNEN8edCkfqNjWC3NxJ6lo5tkk0KsH1X/lmE/hdVjr9397GhwG41uXUWjclCYxA2Pyrz2rG4stcG0WaAdhE+sfEakKjqXV5tY+ZTYUtrpcMkFCaslZjLujY5ahGq3mCVXazej2aq64Ex4OTKC5EAxumVLtwAFXfZUE9rjgghzUMnrybIo9GqZtSRLfqBbPlew5CxrueC8IdBdCW7U3j12qQDCdIAwJVJa5R3M0nisrr99SkYsUTsnlYezoqMNdyahqGbEs5Znl5LsUpgkQnBSzC+LAnPPI2yTu7p+0NFa+H+mXfpELD3rCjMdB+RslCOGREquE+dCfNKSBVkWXg5Uqnqap1b1JGVByElN/vos+cmMytgJ1s8UwqSkIec7iswvVxEIwixqYo/GdEE3izDjUl1KIcOK6QD9gq4utQ0FRMx7ikpGLa+DkbMhqOzOVGvAqNU3T7PtmipIN4Aw5yAQiWEKExyAShCmRGm4CCTHRKPb7sv3e3gPqfeQNuZl/ALIBygo3G3gLoDAvbbmBOE0wgQ8A4aMyauoF0ZRWzMfPH+Lr/u3v5z94/e1CJM8fQD2RAABDwBY8dLtR/hSfOOFmw/3uzq2f3sdreCSc93mV1xaibNS7adr95++/oCvC6JkAmHiZISXoVn2tXvPvvn5BhAyfsE5REkKJIAP4m7g0oSfjiMDheLj5IH+MzN92J9owPYNokEkuMsGILQsrpksEgESOedGsVXZ40tdGVVbu45dVoPjIOgoGPKCMAUpDYeFnURJDiKwWkprBrIFXid7rvjjDjvV9oryxWNM6FwNbsuUyNwZW7Ln+DMuhk7Cotz9KRN1q12X3dtTrqMvmO9y0zBnimwI1xRRxkfpAC9wzIGUUc3SRcEdwCpJhteWTUW/lo0Os9/VAC+ViCV+EWyJX3bbXR1P1w+wMwKy3O9oO62OFGR22RoEI87xfQyZvd+iTpG00Wo1VKG8vgotTq9cE2uiIEyfESaF3UoV8ayx5aUOZIO/yaa6IsapinIMxhl5VENIzCNxbBxsj+lTqfacnRmvDWMOBimpowekjq6bXcvBznxSp2gBhDmYzA5HLDMVkM+sH7QNuwN0xCocDZqWM/pAJgnKWXOd+KBhq7/X1fc1E2OtR0WkeTPeqDLK6fgrIcwVMrOy7gdU2W6Ls6SATNIsovl8xBIF4BRM6HquYVpAmB1NZxpjiEl7qd3K8TFXDXEoVZYPDiQMfdJ3oh9syZVC5km1WlKQXpENn+QCKFw3rQc1C2GezKhbaECY+D3LuV+xSFGvIgJwVCLMEdDdNMKsxvlrEab0eVGDUQizJro4wZof5BOR/1kIsxleVt+ssuGqFnp7FZhSf8tdoglhOp5/5/Gr8zce3nz4gtg0SSKFGVRoyfcRJ2047rM3H6/cefL9xVsEtxh3AdR9e/4mkCcQ44FmYFBThCtN+8MBNsGX7zw+C8j68t1uWzN4GQ1CfgBRvN8xrt59+v3F2z9fvy+Yljgjnv/64z5euQgM2dbRh6Rn4gz9MHrxbgff/sOl2zjsXkd3ggCrM1788do9nEZtA0R8/PJ9q2tgOy7el3gzrqJLOZRU5jdsOV5/2Cep+Wv3BDemVOseAcTee/oaGPWb8zcUkMaFA0uzWlELd6my9pGUkOw656r3jKr4aA/rSNKkq2lohmmIwrnAJAzkT58wyXzCv/JEBGRKqaTr2pI3pO7XS5S0poptLjjzjPjjVPDjF/zx/kBAmus5SRrHScyGnO6AufwYb/irzcHYfp1Px+k02QcVyvDB6L5huEqBPSP2eIK13TAQjpQLTH+mgorUJ6PHAli2dRO7FQDIZv8dbIXwqELixCVAkvjPCgoF1NQAUKvxz99kG3kXDnIF/AqYMV8zKpeCBz8MaP09qhRbVrLhk/BSUNZhk33eRprwC+QkVQHzqML2pLBulCirlAccb+1MVLXn4gizLy7kSUr5cdPSSeaLFMlonVoeYRawTVQiC4qWb5PlrquZjuUSO3IpeHkyoYQ5o7dIZgHQCwNqp93VTBuAmUHmnJzpJKN8mSx5GTdbml1SxRUsJUqMe4ejE5LkUizRT5+OWeKIqqewHANkdrpd0zQcTrIv4kU76qXlflzFCngyz/GfmqYxwhxpsE9WS44YPRNlmTPp20shTFXTOBth0tGwEkUAJimWvHRChWDsTDadJVePbDofLb/ItQjgZNspGVULOU7O4gFVNdIXTJFPfGSrHJ+KAmrTQMZfiZijWzsH3f2uYXn+gG2kOENKhW3AhFGahrQ4YlUlu+S3OweAds/f7gCbfdzvdAzAHWCdiKQyHdcgMXMiz+KAQGL4q8kO4Nh3YdSXRKG4pZkfD7o7rS5WaqHi4jRs18eau9vSghD9vzh5CWNiC9whqcA2PmL7QcTUIRwZ73/1Ya+24c26ZQPQZnk/ilPAWpySbrsB5d/7Mr+xi0qIJR7HAVrAaYt2KE4G39jl14F7X7zdwSXjwvc4wRklEl8daUFjwHK8cT7CFBZJoVRBeZ+MJ0aq62ab70icIGjeIWmynGs1P6EpBrpoXGSkDUJeJ0Qs4vx7xTZoCeXMkj9OWeYeWR1RAsMPApuYj7h5os/pchInkYlO9Dllx70gfttGE91gSdxjdInWXEJKUJ5cTraA6GV1FVPTxWBYX35wXAj/kngI+l5LN0kdnQOVDeAKuxVskURg1vG8vc4oD44P4uM7rU41/vmbbEqVqOovs4iTY7GPiCPMMVhSc47bsG5MPlBZ8kHZSvH20ily6/DypJTJIr4Mb/Qmq85K7xKph9xswL+oM1R9uFLt2Vx7Oa5ZlEelC3nHYjWt0j67DLzMVFxvWpEHlHmnMB0mf9NGsxyPJliqpF3uicx1uD4plfkdzyXFhjYlCEy2+l0QPBTlDcu46dUjsWUQSzWCGicRpm7APN0ggo/URGGSF/QiGXPAF7wBCNMwdEvCnoHPxmT9CbXziU4yUnIjvwnHI+cOgpf4F8+aKjAZYWJKVxWe9ch5OIpdFPnx2fpFS2XJ5yJMvE7aHXEYxmGcxrR3GIzRxBqqbbfdpCeozK9U768JcfvzHAEaPlUFmaRFsFGEOSL7z1glx/seoR2qZAOeBJZM0ozoJ6Skjc4GsCRxA4qUYU+b9tAC0mMJsCHVLdqQemxvg/kICBPbqj3NOAAE80MsqUBieBt2kjhK17QPNGOP6A8mU3Jo/qLoKJuNSZfGl3JSniLCfTIaKE5vUFSE9tlvAsAyocrKUr0tIpuhqLYBgsYUNO7JTUl6WRQTLhUGn+qW6nvRMlbHVXdMwC0+4lKKM+D7kxdVH+x9A2wmU0FO1MXC+wbb0HwxfUjJsKAzsDiZHRbVNcRJYy01m0PurG5R0eylmCYVhEvYJOHq8cJIQiQr2Tao4LA3aM2pqm+HM+BSBSR+lyLOxgahxGrE6RG7sGSXy15bAPBnqcBUSUlx0sQtkrwSbpTU0i+OsY9LY9+ikjzviXH8rDtGCJPpYKTvh33ZPHtH/LWlG+ha7NOXYsTsd36blZYLIkyl/n14NNJPa3hAZdUrmRRIULqcdSUHqtg9Yj2plqRS9XeKobDJxpWlovuHhZ57Tv2uZFCmGtfUmZk8sihmVPgsgjAXjl7SpIrOabgew0vH8vyYrSRVpptxZgVkLrMYYWEDzOsYJrbqwENByE4HMxx5GtqCCLPHwpLYZnd1g+oVLTvhWWtuy1fSo67JJi+DHyRwKgxK0YLDfplbIMWrUl7uVH4w62qU7epKzSRz0h3WiY2mazNUG1dycyLyy+gLFxJfAaRq8I9FjsA+xzRGMvIT8LKq0VRbezlxjYszfaZ116vfKAgTwBLwMmF42Z+apb8AhDkoY5hLRMIbeshqDJ1q3FLR2DfFIqcZQ5JQ1OZHCRTwJiQZBDgE4CUae7hg12l4AXEZdNvBFKFhH2o5Ol638S8QJoFMNA1Tk2EdaLrEc3Za2D+aQmrARrJk0XY/HrQ/7JNUCyYcjApcuWi8DEsdLRE6kLlRlSqV+ZFMQrLy4OR3ESdhTYD6JilUNnDBvEHfhXkTU1BAjNR+eQeq3zu2EzxWvhg4FA7GoW96Qzm+sjy1OWUttYgnrA/JtPFFEab0SYxr9s52uaLykKtuitJrzpnIVDKh2StHOJ6Q1pRZS4jVDDXFuayeiVPOPKE4CrF92JHijxNYdW1FJGctJmKXC+uw1Of8PBWYgjqkTh5bIdGJ4jMXb02vELGcq4JSaiZIH+O955wok4BbrLtsbmXvdTT0+QZ4+fGgw1UZFE2lUHwQ7P9G2eJzEWZ/Im29iMPdMXuYhr7UhnA5hB+RrStwZjrgAsshKRRRkzlh0SOv30ryOBdX17B7ilFWZK4HSgV0Uyegjnw40oopjZ4XjV5mVLkRBB3Lblu26fnKJjIvpIfoh2reCGXOyPRVPF/G0UXPD6MuF5NgycCxU1ZZXMEzYkGEiacg9e2mZbe6rEbLngtz19ZTQJgTEctqqaosUtKrq9V9kchpkvVbwRI1TUM3DJ0WBmYHlT9sXhamHIMVbq80YQEoOVmSMSlWefqRWIGuazisSIiE7GlSnegmH3SVPNVY66gg9PS4qE2sV1ytRyr3h+U+VCHMKCFPtFoO5nGNVue4Tv7W2gTC3Ei0sF/Rql2WpJOXyrTVDPuGEOZY9XvhAjwbZCqtOY/3QaLBiKNEUWzalmGbfhS4od/WDeBGNNJa6WotXW8bVke32iT6RymJah2arKryfmnVv5LXZFezXDdjRdzqKlBdF9TrY6rXU29obrilARGgPUazQzE2BV6a0G+s/d6J10WNQf2n+LlI7aKqThyyLSBQmWDF5jlTRllOMhGicE7BGWFwk/WY73l4mUXCbVbXJKxpWZwRjtDtyi3JQJHQOeR7fDKqToyEp8NPNlS9dFhGtiU4HJWKQ3ESC9RWIA3fLvXnJVuc8vqcH3d4Lhqh9NNsaiCLX4byHMdVy4SMM48XyN1XaxUUN39BxjEmPXwAQKdrWs0e4rylIoF1vJ/qQLJetQ7zf1Sb8NpbKIrFEcKcY+y6rhe7LRoFjiQQGWGOInhlyvhUtjx8bphG4iRCm6XrqOKKs7SY1hkIR+JbVKk3UGGlpaKXgJea41i+H6Ujdk+fpWMopl/gzAL5TC4646hDYZIeVRmFuu12DQvwElBTQgoreEYc13kkTTeZTgWYOa53oJloDge95674q9WqVVm0NXisDm5V8aRASsEAKhlare4TFErE8wSdjAxnafrlolZcmGm7Bcik4IPjYsnAYhcGkei0Z2l5KxxhhnIGPDvkJV6K1XE0jouaAi8nqp5mIszD+citiqVrHXLrSzdLV+ujo3F3mEL9Mue7IaZR9RxMpdWpPjUXCW+kTWTJN4Pl1kaYitXeXAW6zCnxxrOOTTlrfmN/UnFqJvtUEUkIwsBCz0WnDbwgCZ3AByYERKSaMS4bI8W/VoeKx5gt+4H/VF1N5M3Vpv4kyi3APfliDJFFdq+zGvo2cVVcIMCBkLJT8nYhzZNlFcJFL7p636QCkGsXU4ErhXQkEE48Xx9SqUZwqNARFUf84EqLSmyWI+6XilviyFYGJytZ8ZKELvNVOdCou7M9JRCvYwpX0S6sz5XpLemr87Hw7WytWPDHRbOCEyh0bjmtnqPIKn7SdOv+lbP7A3nDodPK5aDTClLEfZNKA9y3RTwvBGDLNFitGF+Qb44pK0pi7LyaPcRFs0h6u/hnGY67+xvVI2pulFKh6OVwCTQ4hTAttk4mjayYiLSDUxG6rO8DFEfHsExxJg07GrWYDjd9npwiJ059UXgw7Ev8VmnaN8PLnkQv/SJ6afkBpo+MhRknGEAYIVITLlERtdgVsabDkefLcanDgPkaQAcbqy55qxHHk+DlivqNI++DWVHi6ogW2UnsmTum1dJNHSDM88KSsgqI3KN6BhK9YbMMCcxuBmFWc8pV7sasiKUUu879RvF9plMljNqjkq0gNLgCDWublLEFoiaHJYlCE55k22VlV0p3EsGQ5DiOxUuJ64nVGXsWS2HV4eEchLkIWlM1hJIYakaYkxHLKU2kEcLkRZBgeVac58S6fFLj8EV7rqJKdjsMIFWbuiWEuYKOpUKY8vHVzkfVW/ar/XAKYY4pwlXW0DIWlHBpho37ImV+GHeAN4ZpELwEokki2x/jJqzZgEsx9r0w7C8WAVNZ8mURJi4TO52qrqzkfzHwMMhXUwiX+uQBe9nQttF1hHlXet8Am6mIX9PZ4jgU8BQB3lI14vjkGDdfPLUx8CeioNMMdLvU2LRs9n3g2KyMaM71E86kqGMU4USlAgcTCi4fXyHrhXyXP8Ufd1ybESaFBAM+NxytqnEx+HzRS4wXSffgFsU8Z2INqnqOY0lsXshUSoumwZydbZesJiU+xWL+O9TbDYvdS6l8hUs3f+Oc8Vmt1+8V+fFSw7mok5wHMqtZcurwxKKlfUTOUurb9seZ1Q6xXaU5PJTyy9r+I/Vmi17pUmOh8LgZKPJUX2l+Hovi+rApOd7PgiTWbLdt2l3bAbzEUpT1J7WJqNPmlOyW1UoaIbWi4rQSa1JrytEQB8c+FhCIrXvdIIp6yxDu6kb9cFCW4jfsalXRPs6WPbxcwEuAzAMu2dItx3R9mxXDqMyC3LjimCsAmIWbJesjTOUFX0bw5L6N48meeGUulbvsF1LkdJ5xL3GjUHMcNEzlaclOEoE1NiymxLpBxZW6w5xxTl0NJYKBbxRPEKeMS0jqR7HXlX5LTd5/MYRZuGmzX+R0teTJOMIs+ciTftbT7+cYJutfxWHSS6SadyK3eFxx+FI6qEU73IqKUbU2VZanTSHMUS1lvjRE7FfctVZDmBP1lv3ylSZpuHHhDokFSYo2CAKpZJOaQIsrCf3IB7wEyLQ8d4MIc7fdNRyHzVUX4iArJbSlJB8LjccsVVro7OcYlgS9VSKicsz+ICO3Wd754VBSncj3LZAxO7c6sao/WVWNwL/YflY8tSf2fZMM9LzUa6WdXUrKxhzZs6RWTXLHwI1HJdkP/QbzmrJWJFMJ/i4uGZ3ij/suzz8Rhzdp3ubNrv15o5dyn/ka3UrUN8PjkGy+VFPMWbBKzjgJOA+aakgaziTNUmeBnZcoYQZRTOoEWa9rWb95zvisluap4nerxjPz8ETVpZyoZaJoEi7GyoLuLTs4LJqsu96T1PPpxzBLJJML4hrMZkZLmFEVnS73LXUaoSpiI0eeoOcrhHk8G2FK9BLw0vJ9ciE0KHs6Hb1UafRaLWhMOJgGhxUmKQMAwNwcnZxkFjxfs6lE3/X83mIV0bNalem5yBIg1ZiiwwmQ2SahWirlamtm17R12zUd13I9bMgxfrEjZfOOOGYsuCjCLENho6ANzypiOZRXBLSTMr+NfwUqLKW3WYM6cIfz1IvDjm13HScq2ZcSb8yYuc9zeyGwiZuA10XvSBI9mD91w+hqGou5uWKlUSLMaDmEOSMeWCBMztRTbmhqdMxEmDO2YMdlwbMEgWOOYcrWUqDjGKSsIMlZbRsIU3Z820CYS9UGVxGmSrKvADLrEOYC+sOKxcmWJSokxUQV6k+yfKNnOhh5mNTTyI8C07F32+tGXag4s9XZ7+q6bWMLiVnucGE3h1UQJs2x/bSXSDxQoIiQX1bASDJ+OV+Uxokyvin0yjAIBV5KLeXcCkAZLMCElRpOXrBYs4iZ0Uv4jwtexeSW8v6utKa0pepG+QSdEP2cYCSnzpOqf7dURuHNkoIUhCmxX45sDzn4n3K9gYObsNpKsU5T20PcZzUZynWpqG/pdDab1MZuekLpmssZb26EMHtAmH5L05ulinbYgpyL0Ci99Vv1HF8IYWbppP8Oyw3RIzgikDlimB6WljQMIOUVjl375e4p4ZWrgKCn3BtVfUXJk53JjBZ4PJc7VvvBo5InrkJk1Wpwqe2sdcY8LviJNQizGr0EvOTopT8zelkNg9B2LJdGmfNBYURSZkyw/uU+A8su6x0ZODIGJG9R8YZ1nlGV6blIDWeRqWcJOJqWXde0bQMzmyR7LFu3bM1EszoGIU8Mya5Jpb0Bu1fMR5glylK4QlANyXqk8VQGnCYZLico2Td1yuTLrPtAG5mfRC3T7pB0c0/uyYhHb5kGy1rGiXi+H4nwCH7Hs8DqAnipaZqu66IQwhX+RBuqIswm/SWFKhvjmYKOJOeuRsdEheRYlrxSa1E/HAADBoXerMj1l0Y/gyozaFQd2tw2BS8rCFOo8VtCmKt9dsJ+aAWQOZ4ln48wBWQSKGWfX6kAZIxxxDThnqh/S/kl4CX+xe+6Za2JMIX709ZNn93JpWRowWlntSw5f0oxmELBz2KIA7C0VLU5w8u+MJeFwCeYXKKXA0rKJGV1YrJIMkh40LJ5LBUmh5gcWPDcK0Oay6xHlQlBupbSLxIYGZNUDhnxnLDUkaKfS1mOwEvMxpRW0XVBkjptBWx2Tj8WKenSFfoz5Mcr0UtbRS/xYHBRWMUkEtuciRtlFXm30l+AM97cu3CEKImxkmLT1MAll6pjvM3HYudtstrkV9cSTJU1njuipjXSFRweDZSOukq7yBZMKp9XzkFsphWCqFmJr8a9eyrR16OS2b2Iqvxkd21EmILD+8NCuL7A6mV/Vp8Vfj0vuoIb6Rfc8ChNDNfXuDoHMCjHkUoyvmoMMiXVm4oMjvqTYAPZ9fc5C8BmK7kXxYYbdG0X8NX1sakKsRlf6kkdc5sea+X8v+hm8Lh0feVFNqoKAdEmxROmjNM1zf1OF60D9MkMyuJKS6zSiDBZjnVQtAkWDwUt00LroJr/laTtegiTIkvYIxwYVtskcxCJV4yC/JxHS1Ph7BcF+bwNp9gRsGWn2xXpS6n213RN/afs3eQ+1zNxau7DfIRZPpQjEYUbizQqWLgQwsxiEhSMpSjlsHgKG4WLKzSFMNnpQNkMrX/kTSHMCWfzFVk/jMynDXlrW5qnwiCmTsUOMoAZVPobhZQfx742DqJejEY0H99D/9tZr3KM+OMdzXTcBdk9tTPMUpVyCsUJGuQc9EAcYJdSqpTZg+y9eHUTrVqK7LFuJEAanmIh+r0w+iJ2VUAqmqwwOWAI17c5tbERhcmCC8OQ1eJNBIHMOB7pao7/CLzEzTFp+2tIsRumHbt0rZVrFDWMBVXcN9Vqo5e8pp/gWqKYLDyao5dFdYFMmIN8Kc5441kNe0wMx/LUMDo+sGUkQKZuWt3Gd/7mW4AZJe+R6tc4D7FaS1llr1T+SghNdCGm+Qin2irqlyLmP+bdU2auVatUAizPcJmVJT8e4fBq1UH1W45HGFUknAQc0n/KQMj6ucQth6XjW6WMTd424uEq246JGFT5hsK8JMv7PWo5s9EL2ZnaUTl9XXLOR8fUJkAmcwxpUVw2h3VUWpSWgbgCDUo1I6aygNY7imq6wnJiJWS50qPZKuKy2orhBaZZVZ4qrHApswQW4jtQ+KIysByWFOx1QRGeGs62Zdht007Y3t0PPE5+2ewxkUlyh8WBKTKAPbhpWbqhi5Cm4EklywCEiRdZDJMENoPQl5jzfIQ5aIoH1iHMCR2hUX58opp31tMkhJlGURKJItNWODsrtBG/niPM+ZeFMAvRdWUdNeVavvg1FsrDC4DMmPOzxEkh5dWBlOqhcxIa8Rwv9MIkFITpcxFm8xq6SNtptTsGSWv2l2Rwn5RZ8mnFg+YmEQ8h0ImELP6VXVu+WJ63iJuRIQWpkeP+sJJqX+J+LEtO6ot0SNdRG6tFjowT4GM6EiHEqGPFdcwELiao9SVNRti4rxjogeeNVNknG7EnTJbwFYN0i1XXdFVdwNUUXF2wAEd7s63CHC9qLxleHg+oZtXnqtGALS1mLuKqjotmfiZ0L6GW03iT0Zn9MNRMu2F0vGeQ+fGgvcvaC/8zKzCl2YEfYk+NGbiudEcVEFYRZpUljRmgLBr/bE5SdHpDUZEkDZbD0un+uKJKxGrnuUKYSzkKUV8lqdXU9jzO5JaNc7sGV9WgyyW9BEC9PxKuHwiA6bPCOd5DXhjYCodYi/sSOMKf4jRlDrI7duSpZrmeWFoAM+G7zNnvx/lghxVi68p8uTBKHT9ka8jRe3Q6c8fkXS7eKY6fCmFK9RH7odMHO0BNukXqRhZZv7ls3Ma8777ydyPAOeiL+6rBJnF4v2g14yMe3RyZDUZ3VTQccD/Y/sNPe2KF2RcR8jAK+WJxzwPT8fAGnOeAAoAjhDnBCldL9gSLpzDf2X7tHy4H8LJlWL5UNHEkQem2KbZ4zHEk9j2n5JRONkCiSuRJOJfEMA0dCFPXNQNTPjtRpr1ECillwpylgNp8ObUIcwKx1yDMRqYPECb5RcYRMV+m3X8+U6NtVJkiV/1kJn4bU/tc6B6ugzCLGs4K70xFNZcDmZV4tarPrMWWvT4OnQZxyGXADr5YNjv4enQ2wzJUflwhTMNxWprxcXYecJG22+6YBGhXYXCvhjDxfkAql1SAKLolMgKC4hZRqpS6r4a8gxq/jku8g/5itUYSTwMiYpaNYrgTARAHWUTjaKW7l7O1pS8i6mbpL6mapP656juUYKb4kWHqPGSdEIGdWenkvvGFe9ZTkPC1ePSIoJZELwdMF7UZ2xelPg3RSy6Ryku79k1xlHAf8NBd9hv9nxyZXLxReZ7nRUBHU/MSBSqVoGKFH10BmZT0DBlhcun4SBf6NJvU3gBcDETX+mjE3a4IBPXLIrEmR6GJkKA0XBTAym67e+PBs7OX74zalTvnrt49f+PB9fvPnrx+jwmZyo2AZw5ZB4k9IDDzA1LuHHTxnp+u3b9y58nzNx/xiigEYrHZ7+iPXr6/dPvR2JGn2rV7T9/vtVuaiX8fN77/ws0Hdx6/fLvTAiYDvNw50B48f3vx1tj7z125i5O5fPsx3vn6w57IdqkKfMZ+Kb4LH7xw8+H3l25/c/7Gdxdu4VOXbj26++TV250DANQklbicIPChF0R4HQfECfxw6fa3F25+d+Hmmct3Lt95/Ojlu722Fiep+MHJtwCP4f23H+H9D28+fIH7AAjdJ94QsyZpAR0AXuJir917hrfhPPEUqohI1uuxJHi5UldN/STeyzYi2639w3d3bfeAtJgKFRFmnPVlvlNscSVSJJRezmRFXI+XCRME14KpHgiTYpu6RhCUjD8YfwZU51APRRZglE+7+UwjzEGlIKEqqTqLGUQIMw7prLK0ykDZNoZsbhKyUOIkTQhzQq9+Xr3EphDmoKKdRYKipRL7siBzpMQ1uyZT4KVbKOSEokID7FR0SMf2o0DBSzQvCnTb3u82uZYs0vY7mlsanq40qy+dJccgkuiipKFxW7g60V8kl43nnnCWufS2rsk7MLUE99Dv9ZLFo5dKTIN1Jl2Rh5L8bxzHy17jIk1li4pEVl6U6FPLyXePW7FdHbAaUuFfyRWzIoMpCBPvPDV4eTKhF1r4BxXRS+quTCgWxsfc6CVfmoirLK32XH9XuWKwl/fIJrXR0+f/NdUONKNrWWEaz2YgUpsgsJS2EX1yuA58p1Bcd0n1dOFxt4lxJKqM/VJ1PB/+/+y9B3cc2XUt/OcUJmkk2ZIly0G2ZI0cniUHeTnqPfvJthwk60n6LE2OzJkEMxJBEiBAgARAZHSu3NWVOiKM/K23zzlV1dURjcAZ+c1g3eHCNKqrblXde8++J+ydcFGGSiLddIW6T8kwJa+lbRONfwUY7NHy+qmhkZ8fu/T6qatvnb3+7vmb7124hXb80u1TQ6NDI/cn5xbX0jmbCAoou1LCx+hWOq/em108dun2K8cvv332OsBeXtXrbAEBiVZT2TvTj4Hf3r1wEw1nfuXEFVzl5eOXXzs19Pa56/I5oOz88sZaKvdwYQUw751zN3AAdeNC2I24AQ0COj5e2iiWPKC+R0vrV8emcKQcL8ccu3j7+KXhU1dGAQJv4uDljYJmYvXhh7PtB+XNrDI59wRA8Z3zN988c+2N09feOnMdFz128RY+vPPg8cpGFoCQc/i2AFlUw1pYTQE/n702jmPQbVwL7e1zN3ChS7fuASKupfOW7XKEiB44FnFc4vyNOzg/jrn3cDGVUz1y98Vpq9uqUcQ5T10ZOX/9DrCraduy/sRUlli0I3hJ+aWdLIVJpPG0o7eADooJhKlmCwVN19wwtyqkBZbKx1iYQJa+SiUct03N8S2KnbGmjyIIU9VU8TZIsC/UCWoF0nLLok7VK+4fg5lmZXqHCnlX9NWsn4pdmgnmBBgpSql1S0ElaGbRfNhuzFCbPqwF7oYwG92YY5u6mT1HSzvC3M8+pc2Hmfw8yZO573B5/Ip7IEy/7Fu2JQSMOD+741h/nIm1i6VmfDxGmHlN38zlV9N9o3upzHKf8F8qA+PihJusp6IX1gkAWpkwd0RIUeZLnwwuGSfYIpEIctGyKTLeFnfgiC3Hze1SEXvDfeWDSeQ9yTOJy7Fr0dhX/fihzWXPCtzY98vywaHvV1yIH1gVeZMNJsHAKUWRkl4rz9+PmDp6nSFmaT5wzXifASYIE4t4Oq8c0sP/EWnZfF7RNNd3O+FlmFLITQpYOguCsHYVi5YWxftgWAePHRy+Jfn5K5z8Jn1uJOprWlrvjDLxdrKQejXRAK0pXqxbxdkna0CJwGnHLw9fIm/ezPDdWfx7Zfj+ySsj7128deLyMKAd8GRQJjHcLd432Y47u7gGfPj6qaGfvH3uP9+9AAS4vJEBtqzTmlbOqfr8ygZAJr6LdunWXSCun7136dWTV3BOfFE+vz+7CNSHk88urF4fm3rj9NXXTg5dvDVx6+7M8L3ZkXtzI/QvNWC5uSeAoornl62Si25fHr4PVAy8im7zwbPAcwCW+BzwGIDzHOG3Bd0sclxpSzPt0clHuCngQ+rD7XtAxTfGp3GnAHsMpydn5leKJQf3WK3XCrp5Z3oe2BJwFIgXoPHa2NTtew/RN3zl9NUxOQ++9XBhFSBTPJlYx3FTZ66OvXriCrA3LoeTaKYVrwk7u9v4X9w7OonDxh88As7n/Bw/GQSXNEvOsSRg0xZBDqvFI97Fpwoy/XKgERETkQ6ZlG1VFe+HKGJI5WPATqpYSEIq2ZMpWJw5RhEiTdNkTgmqJFa6IoEEInxmSnaJqstzEC9oJPTcpXYpqUbUUpneqkLepcUcUGGKZhQF2A0pyyrV8n8/hBllaXbmmu5Z+dWCMAfmuo/fQidbe8xT2sI8dqDK914IkzMwdeZX9wWwkY62SfrjlsDLhAMTzXJKOVXrr4sHALmSzqF1B5n816yq404O5kHaL8LsyoQpfkI/JHDoeR4BMMKCDnjJWUwtcQfWdbWJ7flAXDd4NZISGfNMtngIPwzi6LYmvl8r4fvlInrrACpIB26hpzfwQyTJSXeSLcx5C6boQrILq/uISuIBypd7CqTcGGaY7K7nasYRcHl9FFo+l1NVxXHssLzXdUoetnw+YFWlFurbxlXkXdcuYrqgSjSDq9I04V3/ADyZcW1yKPIb9Zb8rvvkutyJ+bLqXfy0WCQ1s/hwcRVgDMAPOA147PHyxtJ6ZmFl88HjZaA14KhXTw4BJgEuYptaqda22IOqGtbw/dnjl4aBsvDd/++dC+9euDX5aCmvGWUiT6gVHSeraMCc+OLi6ubdhwvHLt4Wf+OFmxNTj54srqUWV1Pr6TzwlaJbQI9XR6cAF3HA+IPH+BO6sbyRXca/3AAusyTLWEIfgDDRbXQYl0YH7j1cwIXQltbTC6ub9+ee4E/AfsCrF2/d3cwWiOa8VkvnNaDEnx+7hKucuTY+OffkCfVh8+HCytjk3O27D8enHqG3lMBZr2FL/2h5Q24ft4bzTMwsPFpel6vg6qOTs6evjr7N/kyAzPV0wQtomwyEif6cHhrFzf707fO4HIAuLmQnci0wmG7emT528RaQLS4NpCX8P55HiY4YsRJcboGRbT6lRAx0bzR1iMbZtr5mGgV2OYrWM9djekQLzEpnlb68bXGTagUhqcO/kqklkWhSCHIoVm4zNZ/Iedj8I2QO0aMQD3xYGJ7ENrEi+aB1Qx2As5FkW6V6+cDhdQNb+5Br4kNHmJGaTy+Emcylaa/aa0oOxd7glibpbZLf2zLqBkOYAvJjXfIwUF4Lg5gxX+sBnJl9ouQAkKweGNZTE01NlVgQFVUtOnYSW0YIkxTJk6ri+0WYJDSZyed1szxYBXenHee1vTx4BJnfdS1ge1S0qVYF789kJcQ+fsLQe1kOpMResqa3mMVJ9Fslm7pYFMbL/bEJxU1ULDt4Jj9QD2Hv59ZkrEJ/+EHt4CEI0ccHWVsh3oMS18LjRbAV2JG+hbqQfXcKOxEhXlc+mSPtJyf32nbqI6kzvt9WyOW1QqGoa0VNVbO5XCaXKah5g7z5HlEyVrp6LxMI0yXtKvL247USuR/ZPtti1YOnmJMpXscaJ5CE+hqRPlqfNMv+Z+uVCZBEmG+euTY6Obe8mdGtouth8+9hOcsUNOBM4Kt3zt+893AR/wsTQuOwVt3MKudvTgBcXb59//Lte/j6W+euXx2bery8XuIEZhgYNwjMUslglIBVHejujdPXTlwZGbk/m86rAHKkae0H1Vq1WHKAbAVhHr90G/DSAiCjv/olN2x4bX5QpjKcxlYSYZ68PLy6mSWScW44raKbj1fWb05MA6wCGy+ubVL6keetpnKnhkZ/9t7Fd87duHFnOpVTXApCe7gUMB4wM4Aurlvj9FQAYByD+8I94skA7hZ0s+i4Jc9Hsx03p2izi6vXxx4AZAI8A0Kzm7ccI8xXT1wBwkR7i1MIcFM4rbyXToQZ5Q0S+WctTCIKtTK7+ypbEVG/iPDh4CXzTXmqDnypeb4ru28seZS7ZRhCgzlgOEwQphSVMy4NwmJhkSpmboAy09dL2ayQ8llERmWL+rCAn4gUtCFhI3F1CvVTXJt/SIRZZdElxyUlJtIw4hn0ISPMcE8RaRx0q/QJC0t7LxFtGpfJJhT6lYiFb7/jSjqT5ClqyZFrEQUYWGugvkelTxJhMqIg+MS1ZprtljoRZqxIvof56B0lF7YW1TAr+0eYEYdhTco0BkSYknPC6pCkD77D9CKGaWIScWJA93fd9F6GPORVyV/Em+BinyjuQNvYgzvEcCNCh57gmXQ/RJ7JZBO/H6lhRsicq8hJre9IOJQGb7iWaPQINShX7m/FopBxZ3rtFGKOqcFZmg/6xBpENO06mCMfOn775W+5XCGfy6v5gpLNZTbTKbRsIaPoBWa7DlhkPI4a8yJWTTr6ZO3iqERdqr04R/ep785CtWvmt2Etm6Z0zgHOFlnbvREmeQJnFzKKFlTKu1H5YVCprGxmT1weFvy5ls7DNmDNN+3So6X1Y5duA6rdnVmYerR0/sYETnJqaGR0ao4jwg0ONNfJHxeQ4p6iG5eH7wFrnbk2DjCGMxAxL/MU4ReAyfm9EKbnlwldMgtSEmGeuTqaU7XkXZcr5ayq4XYkij23tIYuCco9c23s5WOX0I2ro5MrG5moOF14KQmR4ALbO1tm0b4z/Rjo9PVTV/GVRfJASqU8/+yE3hKA0pn5FXT4jdNXrwzfn3uyBnQtCPPM1TF8l/ylJ4fQjZOXR4bvzWKPU6Y0+0Y3hBnyN3ZDks2kwa4Icydi5jlieBm5oVzflZxJ/K/o9WC9E/g3+FygWsVaVXLkxIEpPEWhQ7J5g1UpQ4YF5JylEGcCkeITCecJ/JZNvUh2ShpeCzQ6BMKUvTwQJvY0fjkg/v9offgQK31CTasdSQOgkJZ4CNsQ5gEXig7f2gF2Lkl/cuzPTDb5q1SuDUiy1F87sg1h4h5wDQo56V0QphN4h1ckJybMPNmQAzBhhvt9fnG1gWNheO+y5yJaA0op3+nPhLnTVLu227yXeAcl0YspWgPGHfpbFrzQOHYvcQ2ajG4pKPfLDv1gmuSIkrAmcdS7MUc9RofkVHwAQXzZuOGxEGMbr5+R97IihfD9Nd/DAdOs7gm9l33yTqMvhpyZW70VJIXypVoLWTKqLJDn+N7Raqr+P9xSOWUjW9jMFlK5Qjqv5BRNM0zsPbkCyIDhaFZZRiHIWiKa7AWezB22qrtC4csB80EZbg86L8i6BWTXyoeEl7uHQJjSk64I0/N9fAg8ha+cGhpdWsejViem58/fuAPkdvHmRDqn1JjsEfegmLZq2ZVatRvClIAP3V0SYfaKkqdzKnCmYMw9EGa1ktWMe3NP3j7PCPPJqm4VcbNZRR8amQTkE5B5Zfje3Zn5hVWMEQ3LIvNqNgTxYpwAgr515jpA4K27M1TBFPrHtqPGOKRawZcvcoopntL4FGVUCsI8e21M/J9S5M7PamT68TJOhXW+qw8z4m9MVtGyJ7NrhXgLwtwOi7+ODmQ2GZOqZZg2IEwYJlZe3pGKSIZ8g3oqxHsDAMO5zfQD9ChunBAKtmRFCqcox6k5y0si5qRth3+Yyl5CXawsLGwPR48wy+zhIWV2jPmAcOaHW0ieVKUXDY5Y6OqQCLPTt9ZPZWmvYROTYSaLtjo9mYPnZNZa9/69ESa9OJy9K8IEvCz5rn5oFRLRNBGSigOsxhGhRHVwJsaQz9wuArLXOQmTLFFvJsyo+qYkzv+k99Jk76XrAdUcSlp3N6qIxzogIFY8hFKTTrlkDZI2Prw1PEyrS44o4KXn4iHAgkcI84PLERV4iRehqqp4q9h76QrNFLoXJ/b0GS1SFx9XjiftZu+3sxWyHFaCrggW38UAhhUmzj2MrpKNX/KanlHUvevgPm7csqqRKmhoGVUvGKZGL5UU/TYBOIl+xwEOIT52WhB9rHnsM2wytEseJvOPkSbXL37xC4pNMLMWxufTGI1hziQb1tB7eSCF8d0WvXUiS4+j5CLHE1b6NOq4TDNKfvba6NQcoCMWT4GRRabGAih6LxElh1UwqZLlyQVyWt4GJsQxgGdAg7fvPnzj9LVjF28DKxZtytj0y0B6Zo5zlroiTCmHb0OYr5y4cuHmxK2JGZxwmIt3pKEnqm51iZJfGV5LZQUGeAEFylXTWlhL37o3S1Hyy8OLq5vigTRt58GjJeA9zgqg8vOz18Zv3HkAQDi/spnKqzigXKGYL3Dg+et3Xj1x5fTQKP4K0Nj5suS9qIYFQPz22RvAkDfGH2gkMCQIc1xi9PdnF/G/xy/dfpsdp3NP1nDvmMs4uFuUvN229gzLJhDRbqv09hEiTEELItBjc6QJS5xI1+HDwT0V/RBmB2vldjMQLLmp5PLyfDdM1+RMTYmhszdUMym7idLJRIlpOy5p2U+VfTODcXcrrsUQVnNO53CDVp+b1F4JCI8lt+SAfgpNR4gwhXkg6cOMsjT3u1YImBSZ+zhgd+Dh1Kbv04YwO3My9wSZeyJMDAAmISeDjnMSwsRw7UCYtuvCjG5kD48wFUxYwrTbW7v7iVeGuQ28bWwM/KYo15GqoS28HnHEUSoOQZRiJxMm1WvUqyUnJCaSynHxXmJjpnGJPcbM4XkgxbOKycg5jUS+IZ5VvI7yB8sz2e+5RTmioi+JsfQBaJHvNAmrqaKKpDmZFthxHF5Sy+K9lE1xr2qvrt5LcW7gc9FTbsONgh8EWGJqYbQXSyU0ryPjlNVGtrBscQUExYfQYKCzipbKF9azH2ke9cEbni22cBYXppYcx+YEsIKipnKFVF4pmKZWLGpWUdUNhRigSbTUdmy/4sc8GFJ0IH5s2QE9VYQZei+xLDP/3lYkbbn/Ed6mt96iiZmgTN8KKlXNtAVhvnZyCGhocvbJ4mpqLZUD1Hz0ZH30/ty563deiyp9AI2AFfOaASgIeAmQCajJpTcVHUh1gc5DHsipRxuZguuT/cjrZt7YH8L86TvnXz91FYDtHWo33wl/uXF1ZBKn9YIyTKllNxHmO+dvEG5L59BWU9nljfT0/PLQ6OSxS7dxtvM3JlI5hUVsadeGObW6mZ2Ynuf68dF3z98U6iEcjK88WtpQCMRWgTDPXhsD1j1Hd7MEsN3raVNV+N2Zdy/cAsi8NjalGmYSYQIqr6dzm9nC9TE8sVu4HO5xI5NHA9o8QoQZLUpHWVcuQc/Yiwg7IuTM2Knphr5fT0VblBy/CJjpQJhRLDiM/sc64LG2URgZp3QyQzQ9iCcwclZU4krqfT2NZAZjE2GSrEC15DpYQ1xMzNYq6dhZJ8ylEflnVXjdjxxkJv2TIcIURacIXsZZmoO+kbj2h28zPpU8wAOPpRhhdoWXSZAZQ9A+IHOQKDkQJtnQ93frJHpIjFhJpchIL9K1HEcxzEMizNVUJpXNAaph67Ndr+3sp+ZCKsiIKLuxD+U1UcyJmTCJYojHf2dFQFh1Xg1EYYeLu4VSjHIvNabdIybbRu3w8I9qtC3yo4p2eehZNdiz+sHyTPZ8bokcUWZnopi+lBA+vSrynUjBWfAhMREZwnVA1RxAIiaroaEPfbIUIl9Ti/dyO/rBrHA5m7kNN0rMsei4Bd3IFFSAnHRByauw8O3KU6JnV+etiufTPMS/rtQjFO28bqx/XEs+QItzgWQRC53VmoZnnmevJlpe07N5JYNtaTpbUADnDVItKftBFV/zJRGM+aU9EcN6ygizHiqvUWVB/WBqVkm/ZVulfMgzH9lu3tg2EebP3rt0/NLw5dtEIjRyf2743ty1sQenh0aBgk5cGr7JbEWcFektb2RODY0CBF64eZfJHhXNLGYVfXp+hWvShy4Ccs2vWLaDSaUVbZ0jSt2j5JESehJh/uy9i8cu3gayPX+jpY1OznGpUQVmL+nDRMOZ8Ve04fuzxIx0+947DB3RzzvT87plizqkzFzX89Hn2cW1salHQyP3z1wdffvcdVz0zTPXro89WFgh/nMMDFwR0Pr01bF70tvOR807QQyaG3emAR3Rbt6ZFm2gGGGiY7hxYXYCpsUneMjAw9OPly9I5urhEGZyGzIoS8/gCLNexSyQTEhJR6dk/npNqlAP4Kmoc9xKtN44flfpEoftQM6da28k6lGKQCb/kMJyMZQpFP36ujCSDaRrE+O3nYjJQfLq8S9sElWAua4XUJhD+JxjiqQYZArHlFA2hcHQhJMzLq/uqVvUv7X6J0UXRrBZLVERNvgbSeb94uRN9ckEU+iBEWbMst4LYcaF53sq/vRXjQyj5GH+xi6+4Hm+0RVherCeRczrwyqSp9Ib6Qx+NpeXKrDdntuolHcG8+RLbgOrSNcG1FLcIV9TkwkzqandqWUso4LqBVhtXOQgiZioZOcVJVcomExwdMgaapkg7CsOs8gwljDW8eQlLn8k+C3k56lhf0fzrt6a/rHNfjwMIJ+mZKWrJxDPjfV9jEhpqMLVUnh0B1ca2gl5zCqCx7i5lHiKkwKlsXxbg2pyWTwuzFUI2S8lRq+SeKXVi3c0Vu2pR95LmReYJKpZRPMpzlot8kVxrZ2I/m6bo97FkpNPaD5SznCuAJMUZ3Qw936Aw2ATrZIjU7FYcmHBRTUPdwREuvlxLfkATRj5okabR3J9OCXKaSmV8I4ses6WqusKuTCVgqYB/OcNU8MgpKplIicsEh+LLnkmMcLsU8F3mBbzVDc4RacT0gw09xPYMrkyN7Uym/x4mINVjDRBmD9+65yQVb5x+qq49QCZgPQu3py4O7Owmspx3bcPnIn/fefcjZ8fAyK9fXn4PnDdxMzC+IPHQ6OTAGk/pxTHG4B5io6BXXc832GGzC4Ik+eF3GkSYeK6AGC4UE7RYRHiBhgWMGsu5iDmSIwwf/r2efyLS0tD/19Howqd8QePlgF9Yed2Eo+I534ZMxT7tZyqrWxmAIhxL6+eIOIj9BxTMs7DRGfwiWpYsYJ5HB/naosGQC8Q9Runr528MoKHkMjDbCJMLBNGsfR4eePM1TF8CPAs8PKdczdPXu6HMPdEHUTkmNAJ3ZtpfJ8I0w881hQPeVFCvmLmrgTK2q+nAgObKygtM9St87vgir4Ic7dZgQKAFZAmAuNVYfaT0CExHDklUucktAnbVB1E1ybO4RR2r3hth5nAYMCeVGcFVS8R/KU8lihrlIBQNUnX09T6jFtcYX0wne6kf1Ky4JLev2QMfdC1Isr7jSt0WrjWD6oMFbOs90eYkuLbTnDUoc45IMJkf/iWkH5Q5kRHlBz/qxpGunBYNmnWZU6//POXP/GJT/zNd75z49x5X1UblWCQJy/1WZxdPxDC3Al1CnxStWWEKZraZliV3B4nbcbHHQIPQquO2QB4uZHJbmaBNnT70Pp0oqwtksqio4SfGEp14t6DtTprxsE8zT1ZX0vlYCCSHj9AJuEG38gU8qrBN9v+6DCoYoSJCSPWXKjPDqDEFK5gjNCwIDxZSz1cWOG2Oru4+nhp/claOp1TKR2rzqrT9Srn81ji42Vy9YbQHgq87FF90+S9lB1unSXVUjnl9r2Hw/dnYc5cPzCLJWIOZGgtXtP6Vh2gRTZQcYy7E2Gi8+vp/PT8ipBL00DxfDxeGNw7Dx4/nF/RTQtoGQ/2Q8dvv/yt4901kqRt5B8OAsd1iYWPKwiw+9KsYlYzcsAyNm9KuIIPQwJzVuYRA06jv7TTYWbufrUeOqcVk6u3r8nVeqgq3uYX5XkaIkyJTb934SaQ0tlrY+cjLcXJuSebOQUTB0MdDwXzfWhkEoDq5eOXRWfnws0JID20M4ypXjl+WRggiR/SLzO9EK2EnQhzN4HWkgjz1JURrBuwLp2sX3GVTRJh/uy9i9STq6NoJy8TPydu5NWTFB9fZoEelhnaEhV1i1JTnCCqCsHjwjBYS+fkVP/57kX0HHACQBFz8PTQKEDm+Rt3ltYzJZI0qu1E1C5UR1mtYKA8erJ+4vIwHkhbLXkSYfK60cBUH5mcE7536eGbp6+duDR8EITZTbclHgNbRxEol7CpRzU+YRWkpBXFSZgHsFMxLxxnQ4mCTwBU0Ir0am131HWci5tRrIacTXjamUyTMq7RSWwnCedUAhbwbaLBLp7MyEMY67LFQAsIE6tugTPYJKkpCuyyJyqhmNOIOOsivFRJyia2+fSSvs09m9TOh7xVW0LTVJPz8OecSNAXlndfK1pVSg+mF9k+bHiNjanyeyJMju/HfuCY+PeACJM0psvi3MZ1CWEmK30Cz/Fds2Qz13quH9f6gCAzlfnSl770iejnK1/+8uuvvpLPZ3ewi8GOD8CgWqYAOpbx1tchCLPOwhmD5DOIzcLIkbhq6OUwTdxd0FoNLSuScD+ShSpjfZMoVQV7o81MFnfNVfDEx1bZ/94wOWxEN0EEvCokfUgOTKmgETaeI2FrrFQrWDDXMwWsq+NTjzcy+RLbIPkrBis+mX2y+uDRMqCd6/md/SSfHhcGCrEJ2fqSzUJjB+8hTACW95XNzMj9WXQM9nH43kP8Pjo5Nzb1eGpuaQlmT6PnLxmYwn75/vu7v/jFL0htirPIYx+v2LLthGZK5LmlzZfk29TY7C6sbh6/PAzLCDQIhEm6yZ5PNVwhwsT8r2KQs15VAduojKKiYcArhonFuhY9N7HgNydmLt66Ozb1SMOq6biAx7fvPsQno/fnVBJNDgo6KavG55GWLqApOD9ALIbTyocN8D701jnkhEMvZoOpRVHIMGm/VnV9XzEsbBNyKhkUj7fixLUeRiioxgE2zCH90IHUtfqzCuy08tFJDeBh9oARwgwzl6Sup6lh1BdhAvNcH3/wcHEF4wcQC02hnTPli/vlkGlQt4rASMcu3X7jzLU3OQYNeHmRdMwJYQLREXw6e13C3NOPVxTNDEj5gmZBV4QZt0EQpvDdyU8ySo7OYxeJ2YS2upkFukOXcDvozMJKSrCxrAzrmfzk3OLUo6VMQcM8JbcPrfn1nGoI9aUoE2EAlFwfC9etiRnRiLzJbJZ2yQlnNPGG1TSzOLOwAhz+2smhd84T63uWyIjKnQhTeFRwztVUdmxq7t3zN4Hnf/r2eaB0PKh9I8zeui27CRWnQ4LMWEk8Gv9hFSRTf3SJ0A3SYouJtVdcjo7jCI9lAmHuwei4G3nwJDwtPIEi6RurbUqogivQmwpBMUOO4LE23qetBBOmeA+E6wOrvUN3TcW8DkwqsZzVkg8/fOy7W4kVphGTVMS11bHnM05B3FfritYifrzGVrzRGAxh7rQyER0VwuzUIu/jw5QaJWlNxcmOnJD+CFMYP3jXT4FU8vix9o2qqbYbMq7D8sLIqqZFcuSHtoyAl2+8/S6A5dc+9eL/ee63fvNTL8RQ82/++q9uXbsW6LqvaVWnxNHzFl9B7MMcsCZLdmQRQ7gfZ2ppHXG0WPNa9MF58dymtEPbzinqhkACBpk5TQsOWokT+VQDEXvFy+bgLzoZ8HQ2q9UD6hx1NsGQj5bWYRGwhQeKA3iDgU7ai7HJRzfvzPTKk5ecBKFEI4IgKqwuH5JPknCvbswsLMNMwO4MjUyiY2giJHfhxgSMIJCbgExOmwlwLcBLgEx0gymOqwk2MIkiJNXEQpYhzlEhlzWgiR0jzKFRWEZMGHxY72CW8AMfxhqGFeCT1wtpFSbZC9+1IMxbEw9hOiXihk8eL0cIc3JONYo4vuR6eKRYMePz4BfcDDbYZnEAVayPRttzgW1bk2l3Rko0bkE3sdcDyBTVOlUlWR+sxU2eFsscUHPqA0OYcfEahqUgzNhvGbdGR255EmG+fe4GgF+moGIstXVMiCsx8PBYLt6+C2x5cmj08gjFx/GVuE3MzI8/eEQezjPXAK4Az5K7ywTCHLs7s0A6iUQNV5f5hXHeGSWndFnNiJuimwB1xZJXqdaTlT5JtiLMBaDHew8XRaYcv6TzxBLP3JUm1itsPIGK780uYr2iS2gG4OX8yual23fRtzdOX0X/Wcq8it3+7OLauesEFE9cHgH8Rg8z3CuMjY1sAR0AvORg9w3c2spGBncB29HVh4k13wuoDP/JWgodeOXE5Z+8fU68r0CYgO4iO9sLUnbXN+ymHHo02ZiNmrgrhVIPi42kBxVjNpID+QF2IiIgUayTbExCmAmwt6flxQ2yxIkvXrIWPNMiH8NKXlx7LjjTYZdmUCYVg5AJvNrMPIzFLmNFdWFMinQPKeyLGxcOsZoQY/IX+09wKaLpVecyeEOvuiLM2InRVcen/wI4EMLsHzFv/XxPqqK2zse5qaEbMypcisLl0WkjxdtO/TVh/DCIQ9tj0u+mamTRsZ3ARbOxS7KKWVVfO1wGpjSAtK/+zu8AT771/NcWP/tnaGdfeOmvnvlijDO/+IUv/OTf/v3J9DRA5na9truzjeVzB6MLczb0bISEA3u+rDrnLTMptwdYEWdBdzLmCSuOlL9h2PNk3QIwVVQ1nSskNYzSBcXhYp8D5PnL/gvzKpnnidEsnTxaLRKASSy3MAQ/fuscduIAmUBuWHslImY7zsOFlRvj0zABd6bn0RvZWWOdx58AsrHqSmIhVmMeW5QWBXQkmKoe9ZMsfokYe0zbdqPamZ2QycfGwX65nHxTZF8U9d7swjvnb2B5H52cnV2kKPmDx0vo3uXb998+e+Ps9fFltgVEOcirDBYOw7KlS1TsUSQS5gpWHhoP5N4C9HV9D3eBDvMxBpMIOcQpw8U7gjDxEGBSjWKJxUHoMMMqYu0jwl5xCPg+DmYOoiIuRHaTLlcSFmuMihhhoqvy3NoQJr5I5XLlsk2SKyXVLBai87DD00ODtYLBPWQ+8/8Dbc8FtnPXLzwAWJHSXIqFJ4zxSRVAehvXtMH8GAdnPOiAcFLBesAo+U5UvNagFLLQh1ltKgFtCX9L5761BWGevT4xPU8yN5hoXOItTUIMWPr1YgnbyOMchr59f25+LZXTDAzmRKMpCeQmxJinh0YneAzLtQRhAp2evjrGOt1FTDHb82yea0lNH3GBnr9+5+LNCSGTlHZ1FBvGORxWdLxefJjosB+U11J5oDhM9nPX79yfXcR7pJojs/h4aePiTaKmxP2evDKCfmJaiev1tZNDgJf4BDtii32VsH+YWfg6ToXbef3UVfTq7LUxfAUNdyGqlDgVFjpgV9yprNudCBMvxfEotAGQqRjW5NwSLgSQKQhT5vVWL4SZqLyQfMK2kSMCN8n3e9hsTL4iqb8VqTK0RG7GkE2OaigoIhkc2A/AUbZQ2SdEmNVyTIm5ZzW04GcAP4nDSqFlo5HASCy12UyPjDAPOTZLNudg25QY49hMYR36JJMIM4ldif6qTOcU5wN+8cs+DHTRKaE5PoXg++wHQ39yoxbLysdtv1HyZIg8jpILwpTHMrhLqpPrsifC7F/106FdvidPURJeJiuemuLylTAnM5TKFXcfj21x7LSBTLyOIkdshfuF2MgbdUKYqmLhVXsOFfjYNuDlerawkjpUBqa046dPA0b+xqdeEHgZtwcvfvunz/32Vz/1mRhq/tm3v331ymVMa+DMLQxUvMRIqEsyePdEmHgsnARiCRNmnAXdybcjR+JPGLF85m3WBzczudx6Opskn9nMFbBKizTbficv3oXjltiZT9zvkudZ5E3okespxwjzp2+f/893LwBkYu19tLQmXPedCHOL05YUw8Tnt+/OXBm+B5NxbWzqPteiYiVf2czOLq7dnVnASQCr5CqAl1OPnty6O3N3Zl58pLILBkadmJkHaNwkgxjEtVFJhHnyyvDyRloqfWAyAMAWVlJnro6dGhp5uLiiGAa5/oIgW9AfPVkfvgdQdw8WbWhkcnzq0cLKJlOqYgY1hDVoNZVFH9BhdPvK8P3he8Cua0CJ2BVbpZIgTNE3ebiwCkCIG0QbmySCQRhfgMw6E1zjKzBGsClDI/flCeAr2GLgmFqU59YLYYqvAzeLCZzXDFhYdAOdSZ4HB5RcD2f7uBpoO+INSHp4kmts565fPsfAwEDNKBrAAG0WyIepx2r1MWtrH03YPmt+GE3babRBhd0ER8phEGaYACAx8VYqm86ucuzYWVwlrxp2XtPzy1lFc7kwJ9FoaRNmy+mF1bPX75y/OfF4ZVO3S1XO7hDfqUQG8bvBajhAUEB3lOlhWmwgtvDL7XsPz1wbHxqdxI4PyJb43rHbgh0olzFDMcFHJx+dGholovKzVGckfsi44U8Y7Q8eLWEravO2DicEOATyxNYvuk2KoePkALcXbkygDzhnQbcCrpjbyBTuPJgHyDzOakTvnL9JjamQ3r1wEw+Bkk6zBb8cyNnwC/53MlI5l4j5O1w2Lr/g6jfosW1gnFSqoU8bfcPcvDb2ACATCwumJD3nkoNZiW44nr+ZVXBO/PXYxVsXb9FFgYHZ5DcxYVMwOgKW2x1+yzgUu5UAn01sc1ACdqHBAfqSWBjldGFwMU0Ks6B053neh52qJxBmCctsJZb1GSQDk4nBywJjBN3Fvkc0rpJrJB8RK25XQpAZFvpRyNti3hLPD92ScQF4uRwy7aBxnCskZZIUFEAgjrqWKKEX+IX1qvr09kgyFjqreGJOeHYmN7b3lYGZYDOTESLIUKiWkkrlobc8LJIK1cwTvUromSbOQ0+vEiT1IrvGx9tqnUJ6z+iAcjXM1aRdWyxctU1J5kmEGVSCEmMeIUSN2bRUTTXxhnkjoFnWZl7ppTO+3/bvP/wPoMcfPvebbQgzbhdf+ObfPvNrn/7EJwVnfv5zn/vxj3608HCmYlnlYrHqe1VO4h3Eiyg8RdjWCWs6nhEer2R9JHL5JPjlmxYp9dQpV5ycn8STYxrZfKGtsmk9kwPcshM5jYOaGM7ztLjKj8LNW5TnCWATcr8z4/1hloW2FiPMnx+79MrxK5L1hAUfy37RcQCNZuZbEKbQ6AFc3bwzLdZH2Eiujz2YerT0eGkDfwJGglG4OTENGMZEZLVsQQVOe1tYRzhqLDXg6+nchZv09RXSI+6OMM9cG8upemx38EAyBR1G5MTl4cm5xVS+QLkZholbQB9w3dNXR3EVQFD8PnJ/FncHO0UqS64L2wejCeuGv54eGoVpkPtK5RUxHIIw3zh9FacauT8HsHrqygjM0OmrY+MPHqGTno+NMHlRnqylcfJL5Dm5w16au9fHH+DGcTnRR557stYHYWIMVRioz69s3Lr7ELcjTxK/XB+fuj+7iGtRtpDnZQrqR5w2sxkdTiQpteRN9UCAtFMj7aRiVjWyig4rKzStojwVaZuafarSmgi29RKJtb1LZv6BEeZuHCXfiVM4BuJbw8TB9MkUtKm5pXuzi6vYoWB7S1HLLggzr5mLa6mJmYUHj5cBqKqRBrQQf4VZYVsNnHA9k59ZWMGoxi6MfJXVKs6DmUJz/OECABmNUmyEgrJatBXsiTwf/4tuzK9sTkwvENH63VnsnkbuzXGblYatH8DY8noGyyPWn0xBwdTAxMSmFRMnsRgCGZZTORU7x3sPF7EkFTTTo9xr4qHFpAbOxB4TX8SFsBzdnJjBjg/AFRtSwGCgyhgzUOVgmQIc+Aq2fliCbk3M3OCvoHt4YnggwOSiB7QV7d+9crCWLcxgv/xwUVTaJQuUBd+JJRSdxyI/M7+MPkw9frKyibnvJxEmG/fIM5nYicigim19zMDTiDIDEwjz4Co/QBqwYkJJZJdKLKPJLHyeS0K6rfkhbbukQVoSYeKXWpgo1YTQfb7LcbpyTKIY+0zEzkqEXR5U8yltSbl0JRmhdrleyeSCIIcKjvzIt1aOfIaCNgm10ml3m0RGEugss8La3gjzKKquOiOqklEjSJgdj9V9ca3Hm1wZIYLuhDyqM7zStqlpJEZpPDjl8xBhci6BVCv0qvHpWkofO3grTBYX87EnGeDbfJgBtkJEpW4D9pSYEwY/+EUHMCsWTSzUtk0cmLn8kcBLtL/4y78Ebnz3+a/3QpjSZj/7Jz9/7qtf/9SLsUvzj1566eTrr5uZTNktVYniYACEWa1IlqkwYUoJleOUkoxDUtntcL0q/irxcansxie6aW628n9yfTEQVnFfmkRxnqdhEKlmPcrzpAsVsbSXjpxhMkaYb565dvzS8NDI5NXRKQAq4CX0H2ASK3YSYWLHB+twdRSHTY5NPcLKvEpOy1VYDSnJWVxNAVwB4wF6bWYLsAVAgIB2Z0lH+PJrJ4ei/CjKp5pbWj13Y/zKyH0s772i5EmESVWQ9dpmVgEYO37p9v25RVEXxfoPbAbQiC5RyfnyBkztleFJAD9YEBhE2EcYPtwUjrk29kBKvPE5LNf0/ApQHBZc4F5BmK+euILOA0Di3oG1Lw/fx7fwTAQZin8SRu3a6BSOWSBe6zxMKgwx0OOtuzMKlzDDKPdHmOIfxhOToCHOs5rKzS2t3Zl+dOn23eH7szBeeDu492T2xUewJRBmLRleHGg2wQj6XlYjVSCVE18URZF6B9humKhSiWioATJpZnWcM7aYbZeLbB9bvY4YfVxlEFu0/bYQ2bbGTPvfKZNoucBjJJ2ITT9WdcpMa0eYMAxmsYRDMGiZlLK8E+sOcIxSjD6Oxw1gxcEatrqZW0/ngejcIMA5PT/Ah4Bq6byqmpbHSSp4gpbj4AAAL8t2MMFxAClFJtt6eonbykYWf6Xh7RFNLCxIVlEB8TJ5Ff1J3pcgZ80obmYKgIDoeRASO2xHLKDWZq6Acy6ubj5ZI4b5PCsTdd3XC5MtToJT4SuY7FisAJKx+AAmVzsyEvEJkFlGoVxN0YjEcCKmAuz+iwQy68SBU84pGnbKqRwWEZO7t5XwHTUEvXf1WLb7xDo4i5KDcEAHWouCj+uI6jHAZEDiqnRVqvEhp5/dphBxIIQZsWKaQJhhTfqA5xFkJTRH/fiKY1aijkiu3ClR1RGPui1V5+iPyz/JM/fZ8Yk/U3LgG71n606CEejgOLNbbmobwpRs0rj+SAZPv4UiiRjJc1uVk+wZ5UzcUT2SsQuxd4www5qdpOBRtd172ZPlNSIxSFJlyvAW/Yg2hFmulf1qUGJ/OxZk1pza8XzfwhbJKgIMYVtXSDAEHr5JEua1z/xBf4QZt6HP/P7/evZLL3zyU4Izn3/uuX/7l+8/nJmu0X2UG9jPYoDVKsSo2WEs8MSIKixZZ4oJSLIC5bBaJFQxoDwB/rwSV3brukZw1HPzmpZUacEvAAZ5TecazEFzXbrmeRK8xBS2i4HvbR2OY7OzxQjz3fM3L96cwC/AZgKo8PsC+SLmAcwIYT54LG8ZiOi9C7eA6MYfPMaSDkMDfDV6f+7YRdJuEyNCTsKrY1jAAbLTeeXh4gow2xunrr5yHOBtYoONBbb8hN9u3wNOw5mTvUoiTCDJ+ZUNmBKNuCYM4N6Z+RWcHMgTeGwjm19c2xyffoTDcFEcqRoWGZGcgu4BzgGLAtfBRAIMn7g88s75mxMzC/hfYE40/LKGGzCspA/z9VNUJoDb38wpG5k8UChu/+2z1y/duosOoKtArYDQODN+gYWCpcYzvDP9GM8QfcBXNMN6uLDaP0pOGiITM+gSzgOEifOgI7iXsam59y7cPHd9HFAB3yJmpGz+o4wwYxdQmHI5cCBJFl6MJQChdEEDrMoVlFwub0TK9cQkCchBPwaw1c52CytFEg/Ey2/31mqYhFGH/Cf7YU6Ozx/+vtv95H3uVGh8PJIsKYteeSvCrEvCFsyDH5Qdj6hCpQpb4GUl5OWrsEEnIwGjwpxdROtKcVDPK3P5mxDkUt0N3SP5T2pc0S/ROpG78glt+smGwcwCWMRt6xHBbshxDZzJZFNOp7pBZO+qcjk80xiNcFk34Wq/TBeSYi784rPw9FY3C7sTsnxT/+UraFSux4i6c5WW/SxAI3M1VYSLFY9Bo9xsHcCYWLsJctOt4VQ4rCbJZi0ey+Z+pM1j2alO3kv+qQVr9YUxwmHI9JKELfEvzAc9N4YguHHmSNEp/yrhrY13NPtCmKI3Ry5E9jslEeae303oOXZ32XXB1R3oTogjKpQl5ZdIsciSbDexnlJ8uhuhuF6VdzJx+s/WJKv5AWPlPXJTk1Hy0K0aITqmZtoHoTcx6DZqAyLM1vUtsezwjIsj3aHyUZx0Kv7MuJCnN7yMQWa85aEqhnpY5tNZ6SMg0/FdlVgxTeHWxhexfcDoUnVdNYyjrUp49tlnARRnXvz2gAhT2uPP/ulrz//ONz/9udileezdd3xN8/IFT1HKlkmMmgk7It7vgJgwqTa8Eap+R1x5WzWZ76TgUwmYDTas7K5TfNyP9I7pgWP71KbSAlSQKagOb3UHrNfrzPPENCH1Q13zMYUr5e2DMuz1akmEeW10KpUtABAChAEpAVbhkxvj09fGHly6dW986rGiW0BBsfzcleH7gEYAcgBawisC3LW0kQa0vjJyH0jyweNl4LrZxVUgSZzzwo2JYxdu4UgAOeC6ybknrFY8+3BxFUYn2askwnz1JKkbUxTszjT6Q77Kq2MnLg/fuDONzijAcourODl6BcCWU/QK2cAaOU430qOTcycvjwD3og/T88tAofjuKmsfSxzFYzvoBWXyvZQcQZjAz9PzK8CgJdfHh7gd3COgqTDsFXTj0u27r3G9wAX2kQJ7A2Djcb12agiXe7KWBuacfrzSv9Inpxr4HU+S2bDpPLiKRN5fPzV0amhkeSPNVNLEjLR6OHbZ/9atJbY4mE8vspthNZlll/DisOnA8M4XFOG5lWzMKFZuAG7UWpXlo2i1uJW6VPT0asKcU+vhtdhzzW+9hS44didOTO04sinlvFXvgJdNT6Y0/gmDZWIImBuwHnMsNJhjgZgNSg7FQT0XkHKPCo7QN0LRzFro+pCpxvGyMlULM8lbXVjvKEeOWZ2xnArdzb5S0RLXbUaTB6nuPFhD90osCpxTVEU3AGw4yFhryXbb6ZJmuSc+7M8e2V5X3qZuUxdumbJEjW2mqSTbVJQMkIq4fIGSsQ4pqqZoGpZHIOeYnFx6uK/t226I3PxEfG1QhMmK4XUJZPfCQm2R3EFwtchixkpDlUjNTfpZ7qG9TvvBGm+vOI2zT3922qL2e6kLtb/fbgg26V/diTXmOiqD9nwv0ePaB8JMflHI3+Tfesj5JhC3u4D7IPCyZSNAj5fRaa3ci7CIWDF9Ym2NGD926+RwA8oyFVXNq1q6oB6SZT1u92dmAQ5/9ZPP7gteJtuNz/zB/372yzjJm6+/7uTz9mYKzSsU6r63Hed4kB0gAn/JS8HSIYowbarfjOprfuAZVFJsif+W42t2XNkt9S9WqZQuKEmmplS+gL35wF5rzvPklQFvVlWVfD7nuY5WKOiFQtlz96ueOUhLIkzRSgMWerS0DmB56soIEyCPnWd2IEGYqZyKT145fhl/HRqZHL77cGzqERq+CyAH1JfKK1lFG5t6fHV0Cv8CX1E61r3Zuw9JLuTy8P2ro5NTj5bQcAAacOZ6puAHQbJXSYT58vFLJ68MA1iineJaUUBZ9AdnMG2HalEXVq+PTwPsoRtGVPFKuf25gmh8AI5OPX4y+ejJsYu3zl0fzxY0Frnb4n0p0cJgtmABwqob1ZKPLK1nXC+oVGsAn5Qq8Hjp3Qs3JV4PrAKoiSeAM1/isHjyCQCNr6VygyDMrKKfvT7+Mp1nGAC+9Txj18an1jP5jxFmjDAHzO9qWTnZO0f0mJ6HDSTpmOcKRHvAXhdRgCKWhkql5NBO2S6165xucxCtvlXrLFffYy5vh3oig9fldeZ8tmTyt8hENjhtINSjTNo+KRHqDS9DkBk2gSaV2JY1MxBikElFbRirmqkzC0R9r8JJsZhMoC1eNGZN5gbbIQ17+XJoUom1o2gXWbJBZ1lPtw/q6NOSDNtPFWFi2OBmsgW1oBkeP5AYACS3Qnt4LLsgkD3YI5t15a0smsyiQ/iKhMLZcjG+Ip0dHnshMxv56i0L8LKApuuKSRSWZQ5cJrJA967QaX3mjZC5vViMo+QDjnMu8yEM0/Vdd1ZJD4JhpKJHkqvFjSnITerKI6dN+63JICeCfdyD1+Q/6dX55MZhcK9mL6Wetgg+n7bJximIcZD8zIMhzPBd0LfKiZpxqu6JWJ66+CT3BS9bXpDUmPcGmS4rT0lFDG6JsnrKZbzNfEHJ5JXNbGH1KKrIV1KZS0PXAQ5f+vRnD4ww0f7p2V/HSV55+WVX151czt7YdLO5GnCacP5jVARexSm5THcgKjm7uzsxk0Os+i3VbcIHiwEspLshn1ik+CNrMlANNrZJtvnBEWas4COCOPjKH/3RH335y19+9tln82vrWipdwaW327nlD986ESZF/4ulhZVN0fN99eTQW2eoQgf4kLMZCV+9cfrq5dv37s4sLK6mNjJ5tNVUDr+vp/O24wH4zS9vAl4C+AkfyNAIyWQsrqXuPVzEr2jAlsRkcuMOjjSKpWqtZV4nEeabZ67dvjfzYH4JbfjeQy4XvYXOAIB5wPmuN7+yCeQm0XDdLDbvazMT+jCvhz7M9y7eOj00ii+KK2aLo5liX4MEwjx5ZUQqj/ygjNsBxksiTFgWAMu3zl6/SHkCj/CV5BMAvLTs0iBRcgBXYGbc3cWbd3E7ifNkF1Y3VlJUum67bk79qEfJmw7MAZjiiPER63mlXA/8mudVPa9MWfweYCUpyOdVgElinw4Vymo7u7sYB3j7Jrt9RBmqJWbE6o1hCuhgEcCkDQ2Z7vYy2c3K9BhGCsyLtCOF6yOGf0Irt5XIz+/rt+xoTaNMPxXOMNxujZkKyHSDIKPqqYJmsvhpr9qlEFTXyScpSyWHYiIhQP7RoyZK1kJgyypgLlWj6PRHWf0kaysKFJKl29OHsx2p73G08SBe0L1fKxPtonu6aWYKKiamGypf7Ntj2RWB7O36Yx+XeErFk1an5ascJVaZUjOOx+v7Moy3xWeCx0I5maahGRTc16xiTjcKpkVkbszAVov4ZAbUKNkNbVa4myAf5uAIM6yaqcrL7Y4wD1S7HbrECWQWOdeU/D8yithJ7sZx82TDdIARwYKsApeWSrWBK3P35dXsijD7+3LD1JcwuFCt93VmHhBhRjyfcbak/EIanSSJ2OX5tyn17PftBGW/3BthhrzrpsGJLtuCMLF05PKFVDZ/VPUIsLCvv/k2wOFfP/PFwyDMf332KzjJz/7zP/2S7Zm6k897qloLvC1erxq4XdNwFMXStFhzEAgTk1ZWxpinSLJNRE0gZGqq11nXWMfsTr5uYX2UbAFWvcxkFdUdIEq+06Hg893vfjcO9ANkFnP5WuA/jWUzRphAbjfuPADCFJVeRTcBhI5fvP3zY5fQTlwevvNgXie2SevG+DT+9xKr1SwyLsKrB74CvMyT9kfFDypZRZ+ZX7106x7xgZy5hoNXNjPAZrjW/dknQyOTItB2/sYEvhV0WK4kwgQsfLhIxThoAGmXbt87e20ckAwgkMRl/WAjUwBwPXdtHKB3aT0NkGkU7VROwYdXOap+++4MBhW6eubqGNCjsEBLYifOmVU0wnLMbxkjzFXW9MH58SEOSCJMycM8zTIoQLzzKxvr/ASopXK4cY/lJqXSpyvjulT66KaFjgG64xOq9FmhJ7nOJ0Fv0wVSxrRdD1f/iFf6xKvxIK4VwMuqU/I1zclkS6k0/nVVNWBp+3RBy9DbwUbQF7DDmTANBplbLrti2Do3KyBiL2KimH2wtKjIdnCmWa0/No69l21eyjhnSUjXwzyxSFuKeDLbZZoHbbF+MTsuxH61ljBTl7a4otxPK1qauY96sVLvRBy5pVKRKUYpHkTQutH9Rwh+AS//67/+S0BmVQjwWTtew4+uCeDk0BLeiEtMOH19OAkt+KfiwNwJczhZ+q1YpLGk6lRdXmsKfiWQxr7rQQbsdoxjt2IdOssUt4/NajjSHzxSot3gICORouOlwLJ4DpPPVBzfzxlmBl9jxuCAsnYr3AbVKNmNLCNmjdWah7n3DOWdCKf79vTL7Ry0djsGmeKrkSI+qdulNJh6pdNDS9VbJVsxDA3gfP8amgN6NTvf70C+3DCE3czP7IUeD4Yw5V00GTtrTYVxwbQHQJK9WlSfTlnivRGmq/PenyE3zSU/oOzEbC7fxgZ5mLaWzv7zv/wrkNUPelMVDdLwdZzkpz/9CeVgBEDHTtl3a+z+pbR21yml08bqmpLJYHrWyIe2w9EEYgoqFptMmMLJQBEc34/Z5s2IO6h1lcOermLZpVSOVI02sjlFN8qVPSp9djoUfH70ox8Rpfwzn/rcp6lw6Z0330Rvtw6nct7r0q7nCcJ86+z16+NTqmHucHAQNwvAMz716O2z10OEOT0PpATYM7uwCuR2gtUVb01QbPfmxAx+wQGLaynMZ1gr1wuWN7KAgi8fu/TqiSvAftmCitGim/bj5Y0z18ZfOznEV3yQ14xOn0MSYZ4aGgHE8oIyWkG3ph8TexLQHVBZQSdAawoT4I2J9y7cwoVuc+D+xh2CwcCKI5OzT9Y28VJyiiYfnrs+LoXwY8xmeevuDIBlloi3rCTCBLyEBcGWP9OKMLHhxS1cH58+dvE2Gm5hdHLu9r2HuC66NLe4ZtkOGhBmL9XIuCb9MWcjnLg8cvLyCPqGI4f5PDghcbOwuyeVVz7K8HK5L+N653huVDGBTTebLa6uWUsrxZW1UiYTcBQPMCmjUnl+pRyUbCqmw4eYd9tUi8EsLq6LzSU2epj7nPfYDLXXQzUKik1vdQj8UWShd/xLXHBxiL/5xQ7HVwggu7F5VJkYM1TEixCmgN4BwuIJbEliqU39O84hr0qRjtBdxjNRsklhmLHZwRQIWtXNmg+cWQoBXVzONWLhXUCdANbr/fff3+V6KvmJlSK5+AW4fhcHCM7EL7BBInVtWhZHkWgTj7MVKcfP9nwRVignfJstWOjwSp2D2GJ5buQPLwB16zZLJcZ6f4fhSxxEYzE2FtITiQgLz55NkqABbwG2OSGVWBSEc0/Yioq2BfAgY6xSq2i2TW5Mw8QfbM/1AM5rhDOZT3JQhIluA1gyjd7+EKYofcdq4L1u8yBYPeJmF0+mqJyzS7PouKUqA7m2u8NXbNfRi6ZumQdAmG3d7uHVrHfauDiXZk9M2Jaf2VUvr3m2WqVPNmmvd8EjkKu/IzaJrjRER4EwvT4IU9TJ2b9XJaBVr3meh80mEOZa+siM4Hom92d//udAVm9Haj4Ha//nud/CSYDWkl5ZVmGjFriOnc3o6+v5dBqrGUYzkzDXfc81dd0y9ErgbXPaRsTHDjATiMgpnhUT61m1ViYiGQmsN62nC0peI2RR24tfaLtVwefOnTviuvzxl4mC6Stf+Uo18DkDk80TiRbBnB3NsokToreb2cL8ysbZ6+PjD5p5jBI7APICGDs9NIp/Z5itDoA5W9Bm5leGRibPXb8DfAVseW1sCmjq3sPFlY0MLLjsPvKsEUzFNUOj45whKWwhm1llaHTy+KXhi7fu9VKiZK5IY/bJ6sVbE7gEgOUW2yY/KGfylOJIzEgTM+m8RsUD5QqudefB40u37pJ6yO276NtlJr1EtxdWN4Q9nvNL19BbHHP+xh3JAj1/Y+LGnQeLa5t5TWc+9hy+iK8TA7znF50Svos/AVICGaInqmEBNOByDxfW4kvcvDMtzwG3Ob+8AexoO97iWnpihigBcY8GAI7rLa2n780s4LDJuScmSyBhBzK7uCpPUp7hDTnPg8dzT9aBZjXT2mhlwfoItsEHM62xWCCxGSwUsH+01zeAM0upVKDrJdNM51WgAlgajgtTbJFznjE2agKBsAhaXFdOAh+Rhs4Wy+uII1EUdkS3sZmWGc7K9gyWJsLk2FZMbtksA2mtkZc/yZG1RouGryiScxCzsR1FyUM1yS4F4/0aJkKs1hHDS/kTZ/c1QSa7JauW4wJNZTUjqHRh5xbuiyLDGPaSkUIE1tIwwxlvoyLUzSI8Hf4w/bUf1RFvxyCTUWiYf1av47tVCqr5HstPWEaU1qmzb1PymmI8eRgO0kFazCpD98u7FcocKIZuw8Py2OxV6ZO0L7jHsFRcJ0Y79If9llu0UdqN/JYE1E0pRKUKLY80a8hnyMMMw8YLfPwBIDOj6QUc6JQAMiOEubdGSWgjuO4p4sPcB8KU+q/+XF4HyTeIlWuYb0eyNSze9rBf3a7Wyp0Ik/rDGYC8mdlHlLxnzzu8mlG9dufbHJRfKNp41qQMp94RFY3OFoplD6gkmHwX4qKP6S4/XIQpAWX0gZJSjhphbmbzv/Xbvw1wNfSZ3z8Mwvzpc3SSf//Bv3eN+2PG+W4J61ahUBCEiT01Td5iUc/ljGzWM/Sa52xzUaQM0iqTYODeYaEkoNbJTkmItF4lhi7bLrlOMMCeOlbwKcH2VSqnWczon7/4ma8+/wx+uXjubKNaIRMGO4VVCNuTo6v3QW+B5XSrmFW0qcdPljaaiuTiwUCfljcyc09WAUFTOUUkigAyDcteS+UeLW1Mz6+gPVpaX9nM5FUdt0CyiZyu7HgeTggs+ujJ+gbX8sgKabGu3OTc0vwyBc6DSrnrM7Fdl2iOFlZIXa7kRXEf0pLLqyYA3szCKr4OLMcl4WVFt7hLaw8eLwHCAYXOr2wCzeIWRAET5wTIzCnawuom+gzgh2NwC+uZPBYW0QRXDAunfbiwqhmW6EsC4+nFIsDJg8fLQH04A+HkckU37dXNHD7BSfCn2SdrAJAZMjqAjqT3kSmo+AR9WEvnSkT85wOZL62n0EPcd5G5nQFicaFV6vY6PUk+zxM+j2pQrJ84Zj9GmAMPZkKD2JK7TtkyPVVxcjknm3ULefxvybJIQZLUm7iKdos8b5QsyEq4WJqBcEjuk/PZCCmF7G1N9cYWd2IjZOaUob691YUzM7l6RwizVS6Q7I54IGuNiE8+hJeRAzPElpGvUui7t0IIWg3dqvvxXpYZWrNaRwu8bILMyJNJ65Lnq5YNWF5IKN00bRkLrFDZlFhwp1Sl9OatMPePCIuotBlQEE9VHqxszEWERdSlWVSC1l6JmIurUwB/JNRHdNm0olLqO+d1Uh2HiXfHINMXj82BlToHGVfi6hHEQhzjlpXKq5t5DKYwqekITHCjC3V/ciyR35Lr8SnvkQySIcUsQjnCYuiEEPiNNKmKOMfAq7ISWVM3kI0alnq1WMzqRlbXC3gvLsyPH3A99dYA3tTddsb1gRDmIFXkyYMHqvfppvNOiudS525Zka5lMSRd7/AlYvYFlcDit3t4hNl28rh1/kl4gaSQZ8Cn0SuqHucV7AthJvdlMsglTCDJzweXK+2PMHsV+9S4llxXY7Yi9AYDTNO0TC53hAhzYXlFnHhTL37rMAjz5899FSf5/r98vzvCrJWDauB4lPMvPEXE8Ol5FiHmrJHOOEqhYhe3mDXU4OSi0HNbq0lyi9PDox7lnAtFf78MzJ1WBR8m8diSELn8/OZXvuJpaj3w3n7rzZPHjwWlIrpUse1GOdgeeKfZf/zXWbsQwAmISGNfX+saUsN9SsoifonvN8mEvJHJM7BygCHDhGReJzFVTZukvXULYJtC5/JdmCp8mFN04nBO6Pi0jfxytYJzAvrmVcOjwxq8B6SJBGAGyIfrYokHwhSpEQxi3IhKriplneigNfS4M8NTepVT9Y2sksqpmhn2QTgMbccFKAUeJm8ySwWR4Lhtq6a1ns7jT47rsb551fECo4jzGGtpqvHZZMVMkvn0iXQa50Hf8EjRz7xm4PGiAS6mCwoQoxC84zBm0vMMKzzPyiadB8ezF9TVGPmvfeR1yQckhNwJwV4dc7ZeDipOKbCLgWOXPadaJvbpjKIDYUoJrYSxJCxrJerKqSaCrRLrLFcYXlaT8DIJMiPg1+gaBYsjUAmBkqb2JR0T5VtWo3zLWpR1mYyMt1aRhz5VqfTZF7xEV5paw93gZQwyieKSyDGoihzwMquRKGCsLMlbbD+k2g7diY5wuO2+T7cdBIH40CyqVyaqSGkCLykDiZplhAmEBn+9IvF09A//GwsrS7055y+FVETyg8txuTqBB+zNq7Wy6Ds/DYQZV0zjfqUaPq9ghclhIquajvHztBHmDlcYMZbD89JMK4a1YbRUKgWEZI8eCGPv2FHc1PVrJCklgVcrgJQAloCXAJmAmgqGve/CMtZ7x69brUOIMMkJOkB8eZDMw64mMiTU6lpjEvGIttVbEY6tUeUIO9hNfixxfX3Ldfn9lj3f5WR8p38t+RE2gcFSnT2g3ziBz8ttUDnckMGINQ6OMKVWLi5KGpwtapAW535z1LEDZHIKqOs5qqYa7PFjxh4fK0ZBUVLZ7OrRpYqdOnsO4OobhyskR3v1eeJs/8d//MeuCBPw0uVBRRs9ti/CjKeripnP24U8oF21VNxmJ3ab4g/popZoCje6jcY4O7erb7xtbHcq+IyPj//kxz+OQeZ3vv3t+yPD8vuvfP7zP/+P/8jMPQo0re6724eeC3HSF8Yky7E1OXijHhIHSJWJbZNoOTI05SKeYMkhCsp6nQmUPUkSlnsXu1aVOoI4Y4qjbxjW1Vr3nJ+dKDopPDMlh7jyquRCodwtdMPjZHvi2yBAh36XZZNeY9Zon+iUaRxXa12qSqVXQJ6S2ImeSB/kXeBywCDAeyopWZsAeGiAz1T6rRp51QQaBJjGX4E8We26yEfGDR9y000Azrym55g/E9AdDb/kND2rajkiDDHkGIBzXBHnwb/UREHbMPHdVL4AePkRT8Jc5lryQUYyuQQZXjYqQQ0QxfcqsLBY1VgtApYU8DKt6rbnVuvh+MRYCjCWMPuwf2SMRGKmQcDiP9jXYDdRqXbutVsj17HrrxNhSkirsdXMm0p6M8hecLy7y8mbiZctkdOdKGovo31AbMl0f5TB38d72Y5FK+Uidp2aAYSpFW2HxVKljiBgdmuL3L8xJ0yF747sH7sdSuLVZIlhl9nZyXcBW08q0oD0aCTVYaq6pmgqVldWl9jmunICoiLOgq5StI4iyGF9kFxFXJ24EI7RmaMYhonC6YEnTqqjRQJEVeeHSX1YqFVVybJHZT2TLaiqRbgl2FdIMSSvrlY6NPjKrQyE0WGMf0zLkCIIrqIKfcV4JmRBWLlYURVigmKK9Riit4GxJMgkn3a96lcC0ykVTCr8AcjU7CImSIAZ1KjumRda5yg5XjTAWy9r2DZJ96wi726heiHM3ipIkgzgV/wiMDAjzCR/UeIw9Kbiem6Jt0JPL4+3s3GUsCZ3NHh1VTOLtZVgoRlGHxhhtuHVNt9ykx3r6BBmrPXJm9wgCcywnyUVKsxoKqUlTR9ZDTRNy+byG+nMauoITInUX//9P/xvim4/9xuHRJhvPv+7OM/f//3fd0eYFayTVL8jJXih0jqQgKIUdc01jaBoVqm+hh4L07WFuBpoR+rKufy8dhj6IMlisu1QwWdzc+PHP/7xM888I3jyH77wwvOf+mRTDfPFZ+PS8p/84AfZ9bUjQZjNxH6KTm3v7Oe7BPZ4pyyJ/FLBJ4lJB2C0S55ZiKPrnPxPoTRCrZQsh3VVxqFUCJKCB8ltEON9rMjAlUp73EvbMRIT9JjTBsAPsBDAMl1QN7KFzVxBUGJeM4A80TIFbROfZwv4BRBRZQevYEKKwzLpYiqvcJV694Y/4QCceT2bl/Pg5GoCW/Kl80e4a/tv3QZdezEeYampkFz1NK3sOUzwW/HYhuYNcyOvUqVPENZES2wRKyoz65ieG2p1YUmFxQTsKbGlxl67qwKFJHXXGokamY5hLAI3NWKg7EJUQv6c7faKnhi7xh6tTgHBrYPU9UjleDlip+kNL4HcXE8xi4CXaIplY9NYjaonQkocrh0mRhE2BFJdAtgjVIRSwMsyJRJrwxOoVEiww0Er+S43p+Q5tov9mgWQiQWQC8x3SEq7ZOMSko5lWianX1KzmmyZW1I/hKdKQeGSVLsYsvgcOUIgHR+Gl8KpiF7lCvl1Rpg5BVO2iG3p4HlrSebG2LuL5gDjOC1NyktDHicKpBQl5VKc7cygjmdFhTaqpuYLBcBLIO2kJHenry9RFxaBzBpMYVDyPL1oY45kVD1HBYYlD8s4QGZfT2adK31IQNN1B/EeD1JF3jlH2qLkTZzZQwUp8pTSzALCZCeSKY5WtrNNJCyOeoxDg/M2mKP1aTGpdn0aoqsYR/0G+daOMPR2ZGPuF2G2MapJok7sW25n+D9SkCmRFNY5aTIX0SBkwnwZ5zEeY3iZBbxcOQpTIvXXX/rSl4CjLr/wzUMizHee/xrO83d/93ddEaZf9jGsaNViTjNR98Ad6ZrmYKXC1jvwqswK5Qc+Jq8gTGFvE2JM8idzAc6BQSYeOO2LTSOdTn33u3/X9Ft+/rnrX/tV89tfyf7xr//sK5998dOf/L0XnsH/3vz6F/78c8/Fh/3wBz8AKD2qAb+zT3hJqe+VgJOjbVG3tHg9pG3ggVQ52mafwEtaFopWCC9JVbnCzhMDazKGKVUNkKOpGlYoNKmq976X+Bi5F4wHxTAADgHt1jO5NTQa2NnVdBb/u57N0b/cmJqJ/oRfJFgmbV2+EjX8vpbp0aJjVlKZnudJ8PZ/xBvWul6LZDMutrslCLOMAZlK2+m079hBtQx4WXQdmM60qgNeakW7XG1hLIl3eeKHYbrjbale4SrmEmxQW91Na4Zkewl2yxzhNE5BdF0y86MQedNvKZVEEjDtJHgPdSLCMtWBECZlVoX0I5X+rkv0s46FkuClbtlAGnhigJdAD1TEHbFcChkRgA0+jMPiXJVDkR2TkR7AUpjwxg9ZfDVUTFH2OlvRsQskjxPWWqLDwlaqqIrUkgvaDCnZ7RC7CiePKICjJ4AOmq5TrDahFXhULZklhUUJ60+uUAC8xPYQG0OTBb5bgtG944NS8STYUgQ7JLFTmvxv3ESNMRHhlYSinfffJ9ZX4FQcBGyZy+cz2SyaoqrycGIL7rOzKIhpqaqhJCjjkBbMRhRGnmcU8d4NTrs1LR75/YuPBGEWSfS8S/S566q+ZxV55xxpq/RJIsyuKjniwJSZJYlwRbsYM7MyF2tY70OZ+Z4r0SXce1uG2NNu+30a8aLXNdMgRpgD5mEm/cmR57zpW04GN48QYbbOBR6fkSfTK3tcm2Zieoi5x794LanMUcbHYVhH79wFdvr8J585JLxEO/7C7xGp5l//FYW6OhwFXuBJ/SNTXFI9Y8ijbuiEHtn7Qcs+k7WSkhFnn0okHRt5n/Fn1XNrrlPz3DAxcuAqb3m/AfPy8a7f+uEPf0g3/ulPTb70RYDJZCv88a9PfKP54Z1vfPFvf+X5GGd+7x/+nqQwPyjffjw75Ml0aiG1cYQerIm8kZRMyvnDvF/HkQJJcWxKUP6QDHiSD+N4brqgLDPh/8eB6V+q1j05rVPvhqPkVewP1zestXXPolotjB7Ay01iLzQsx5UanzavIBUFBKKlZdXrwloW6pVjiQhYbLotFbM9Q7LvNBcvQbfMfGYX4TNXE3mVW12li8I0gEZjcHgZ5l6G7HaNRj9eIxHgtl2voFuAl3nd1O2SRwzJAQFL9iMWbSsIosplznkligZKyDTChEy3FFSo9GZrqxm7FF8NJVkNgDC5lM+XsnGH8ZJEkKkwMxBZQEvUe4UTSXrCK0NJsjo50HmUjOvJLCk8KBiCdA470PxmXuVMcr/CNrrJIthmUpnOGs+QxI34h6k+DaEEF7EPcWNGyupe6OGRdFlsbgCXuExA+PQ4mcelcBu5LvPZXE4QJqAmQKYWCifhN1VkBcQPHPuWSa6lk0a7xmmZvg+gBXiZ0w0VG66Kz6z+PUGmIEzbsSsdaYE9rUbfKvK2ipi4eqULUKlXe7n+aEcTbdyk2sL1W5JUY90ojF69WOS0Jf1DQZiD1NR3eUrdsjGbCHMwtqKkP5nr2elssXLQ00OYsRufnJmw4JKWWStLFTleEP62w2o++AOmSjqbXTs6c4xd4c9efgWo6S8Px7Uu7dQL38Cp/uIv/qLO5qANZOKOVNH1qNeELoMQJtNuNBFmjVY2SQaQaiAsgCYr/uCxVH3XzeftjQ1SC8rnsfcevMo7VvCRPHn8xIixDV72atPf/LXvffEzOP6zL77oKQWAzA9ydkhuUpsWkmT+Y6Ae/vxRZMpM6kcXWRZNyDckiX1PLa2BJixHM13i/SPmSeFO/xhk/vK0zngx51E09W4kprzFrCA14JBstphOl5jvUryXaKplU9lXj0qKsK7cMllaLhpvRSr7c5gRAnttmKo4GlKN+c/3Mg29WHQk2lULaTYT1eJdPaI9vJch214nbgwDoAQbGKVU2NuzFQLysIUSk/IVmLqS52tFW5y9hl1yKGOTNnEWTWtNgtSsGrktxeQwEoA6eGiUH2joJa7VJYdM5APZDsXO6hKK7Y8wpZyf4hTkk6S1BJCy6VHZwX1Wg6jCSEAa+6OqIq+OO7W42NwJnZwVFnTeIxN+r5WBcDQeglCaSzoo+VUoopFPK7pFvARlqWUWz0yc/RgGBMsMjF2HnxJ3moO16LnrcpJPSHpfjrU7469zDHR79/33YZv+f/7hBNRtQZhFXh7FNaf3aHIt5hc1pPacrutJiaEXX5oy5flyBNRdTysWM7qex5MMvD7jnGdNVRAm8UzuNRf20K/Zjbl9oozlvnmAfRFma24zxl6ZM4etMHNY6usxQfxKGTupVJ5FN4p27YNFmIfh1+rMxowSVgdlXI/xLcXHqUouoMnbqMVK2U8PYbaAzNDN7pfcEjFSN6vIq3YJn2jpI60i38wV/vhb3yIx8ed/9/AI89wLL+FUf/pnfypMIEmECUvhUNVS6JmU+duCMCuEMMvVss9Zf7KaSTEjZi6+iGdS8V0nn7PW1syVlVI6XXVKW8Jaud3YwqvHyMGL7oZ/8AbxhJMKPlht0NVPDgwvpS3+AaUTfPmLX5wbH19emF9bW1ldWV5dWYLtOkLOzK6NECCnCbFuZk10jtq0kA7WdkL+efHuGjzrdySxH8Ceco34iUni02GyPduuCFugGqZI/KQL6tpHWAf8l6211bzEUbC48rqaYPUhbhsiULQNyiuzNgsaIJNhO7Cm9d6+bomV846PMrUkt9AT+CRKfCXb9V2ATFlAxLczyNamP8IMC9KTJJmdHtEe3suQnoXhdxRMjLlopEJEiukiyBdprMc4djsRhfSBo4p2TjfR9KLtk4Jw2eYtsCQF4aRSXYJfsCOO7TVX2/F2LwR19e2wS2GFL65IfqRu8JIQpmsrVD2qy0zH+XFh2cWz5F85jCHuhCl59YglqUjC51xj4nvi4gNOwj5RNH/jRKb6Xnpqfa0wpZpjYAAbxh4GrP/pbG4zm88qOhU5VuIqiUoyGzOUU+TwPe+LS5ygXgtrlsL81R3xTO5GP++/vxvR1BPQej8BL/EjhE4SJedz9NBMin4kXY90pssclaQ8eXI4a6wRL3SaXLkfCCwh0QE/wFinqh/0OfB6jXPxLuIeYRYxa4D39oSX/Zh2EvEI8T8PlAfYLUq+s9NaPSciNRUC/5zeRjaLki4dIqi3PQ+bqY2cklV1cwDm6qNth0GYndmY+0WYooEl2SxJtQJ5mE8bYdYT9W6iM4uXgmFZjGp8So6DAVrQ1HThKJkwF1ZWxY93/3A8RdIuvfBNnOpb3/pjCdnEo44857wXpsQevqMmwixSLIOyWbianhZGz4m0wl2JBTPCVL3AIz5gp+QZhpPP+6paL/uykjeq5cAw8EmlaNUDb7s1fi1zB29WYj3C8oFLoKsvfvqT+0KYD7/5a5/o+PmzP/kTgNsj5Mzs2iQ3CT88RMkZAntE/CQJLaTDzDu8HU3TYMQ4Ar5TLhPJsLhKBGEOIlW8vwnLCV2OB3TiGlZxM/dRZ6H85WltUem29MW24HWVM1vcwFesYlo1Uszl6AVEuthntMSsDowlTGGNwNzEOMRkVxRFNoNBpYkwBxx+eyDMjmrxroOza+6lIMwYPW5FpO6xDJwI3wi+kmVHYLkQvydiYfShW/bzppnWdNUq2i7RgZIvkT1kDC+rkmtNNEFAcYaB6cksiLYQWu5EFDFMPF6t81XC8oFGxav6DgBXX4QpSuUS8mZN3nAvSd7IrXYul5DpnQuyYJsqFa452tnBzdtRdXNUj+kJcZyI4sUpZ92sXpWtHh0mx4sLN8rVCbPNgVIUTSswbR8p6bCnlyt3PNejtHCJccNeCAZmPiW7zEzCAIdAiJJS3ktPM1I72pWDpUK/F4aUZFQxygJZE0pJ+OcXu7viihW2zBoRSdl2glY0JCZ1OTrvEbm9ZxRL2JRldcMJvPpW92VWYqzChjoIE2YCEXWpIt+JvOtSGz5olDZR6ROdh3lBk94kjkJKlqyILDhCg1DEIHfw/iTvVDOLIkV35IbyACvDQAarA7GH+25mOh0kJzZGlRIHYW92s46+awbsU2qSQyI+dsmER3+w3uYKhYyibOYLq0fk7VlJZU6fOw+M9HuffvHw8BJt6DO/j7P94R/+gRCxxghTcCNtzyPcKNtDPE2q9EkiTK5vkmyZgAjDdwRhYkl0fTfcHwVeULTKdrEekuw1alhe8vlSKuXl8xXL3GLEFVYlcB2oZDCKgo9I9MKEHQBh3n/pi19/4Zlko6D5Zz9bLdn1crD9NDMzq9Uyp9/rRGa+Q+lYVIjNVT+dLPT7aqR1y3t/Hm+eMDCTNhm7NPEuJBPsSLyXLXM2XPXJ0MBCwHwwr2bu44qbD721cY/3gpexTcH+EVYzI/DStIAzqvU96ObEomHWk2qMobPSq0hJVrAgYHqyr8wtsw9T4G6v+qMB7YhYBIaX/fTWdyIOzM7cyyTC3IlLh0J4SRU9WxFLUly3XotYN5uOwQhhAk5kDVJ4MYE3GCNx7AZ7cKqzk6J7rJZRhJqchGVmF4yTHpus4NUgiB4UWrle9ipef4SJZw4EwPKdlPcoCFOowrHCSmlG22MRWk6LY/QmMZ+7eEwUZ2cvqzhGhFE/VgIyKNXWZExlN0u2pXGljTCZx+JBUmEkD0EYM7BWEzem7zG/jSPFODprqauqqqiqJECi4evil5A4fgwa8bg8xsYxzJOfkFGnWJSoEJMyvS9Pw+bsoPYIeDMGbjGcLknYnfmdMK62pCboF9HP+/yTBLcMOCnXnWNDqtRS4ZxY+jbzalYzvLLfy1EvMVYukSsOwoQZRXW75DW1gckWMsY9EU4riWhbbnPMgcM4qiaTSPyu8uwM01J0U7dsPwiSfHofTDukClVbNmZT8WcwVSa5uhA+iMs9mb3QJwP2yBuQlUwB7HBiVW7MwUw+v5ErrGXzR5KxJvlv//C97wEj/duzh+Upknb9M3+As7300kttCNOHAbKLBC8p47cqchJYAPC7RGeEB0+OjItM5cgWhBk74cs+tkeiB0qlUpjq+cJ7r7z6ja997Z1XXtHyOVnhhayvSprIxH1RIgXGimxRv//976Orf/Urz+8LYXa233zu0zjP4tQUVqWtp+nzF4SphxyhxJvh0HpdkrTJw5wZC5FUUOKxYj3E2ghQjtUAa6DAyzg168hvKpHNAutYwZKd1/SPWYM+9OZXOA2SeHoxy8q9CCqbrBeuA8yxmVdI169Es2zANRzzVzADrQy16i7hAWYwU1U7Qpii1djYD39dk8c4KUTOYd+9s9d6I8wkD2c8binwRAtRLemzTVbXVlo1idh3RAizFHgZ0hA0SKWaKYCkFAUzmt1jW1LWZ4RKMTQTmx4PLq9obIX5ll7Z8yoRD0mNd/S9EabtUkG0IEyRVCD7wvXjXoQwI33J9gcl2doaOZkLQFxYMaQkkBfVBqWJshKQGamcS9mLKAolS7ZDok4rrjjWmds8RHH8EICla+Ib5DTUhugSYgssBE2dCDDiVsIGnHDpFqk31UVzh3KxDEG9OkNZKpwvFAr5fF6jLCBXamnFnYt1Fd2mAh69pRH+NTS5mvh/IpzpoFd+JAlaZ6Ys8Y7GTs5YppPpngJ2BUfPBwhT11N5JafpPtEFdF9pJcYq9AKiK9R/FjQVVBvtddPx0BW8IQgzDprvCXJiRLrbiTBrIcKMpXxwwqBcxgjQopxYHf9jO+Vy9wH2VNvhdU6T2ZhMjFYNFU8GqHSTqE3o2w9DHk0GVNnBfQDwEheVLBS8DInnxjlyQJjrmfxKOrd8FPZ3NZ1N5Qpf+vKXmafoUGKRcTv2wtepaOgv/5KeHoYcrXXAgkRfIJs1WZF4f/cLTEHfDyPXVCfOQzRkNGImNDxupvuuG5yHGSLMDtkjApy+N313Ihm5/p//87ujw7drMJFAYRjVKrHWk4IPz/rvfOc7ctj0N3/tkAjzb3+VaszPHztWKVpbTydvWSIRmBc6L78xgxPjcG8QLbDeZ+ZQdeDrzI6LxSKmVta5Sj2K1h34/Fz/2sEx2OVItpjlSllEGz9GmB9uKzpEFwisAHNeJhL1ivA8dG1u4Gms67SWyaUVzFN/cDRI9XcEUEsm8z1K5JFKSwyjyPI0AWk3hxyYgyNM1mLDAi7c7FJf04goNAcik+/DUCRK5U170Y1eL6oqalULYtaaGGE6QJiakVGNEgd6BVyRX5Ew2w6wnMBLRk3tniiu3q3jyZR5gfUrfujDZCeSzzU+/RGmRMlxISzGWGNpF6+qjmRcExW56Pu0P3N0w3EoeaYAgKYUiMK0VKoQG/m24MztJjqvc7l0WL7qx3w+EasP1xsEUnfPrD4t2AyrkKRESiakeARFhKhvvJsgXYM41qpMXGmIHzUUCi+HsXvOKbWk0hyraAszGxfpiMhRRHQZNqpFpei8LyRIXqT6HkmWCxBt4mQpJOeUy6osrbEWfCQCWhXHLw7O4XFyrUEfhCm8xJzvug+E2VY33cl4GSLMgUO0jUQ25k4o/URfJB8R7+zkOcsJ8bBMu5RX9ZyiAp3LdkMEoA/vG9lvOzzCTGZjyjY2VhAbaFWJ8jYjpcjoSR61mk8feClqWaLjEyvaiHyVcIIdCbxEw6nG7907Kp4iaT967rdwwh/88Ac0o30XO2tYH9stGZZZUBTcEe5QJhrWCsn0o/2gZfhlr4XRiLEoBijWCzwRDEzMXJyqR5AOy6v7td8lsvcffunFv/h8k1boC7/6qz/8l3+9PzKiZHOmZdVYwSf+6w++9OIh4SXaa7/xOTrV979fLdnbT8eHGSqhsJyTVD+Jn4d9CD33vIO0Vv55qbbYCROHmGUi5jE7TM/FOPb3HYnFxCvOKurHUfIPvWmWrZtFXdUs3fCiDJZeCNPxPZIEzeQ3s3lFN8qU3TcolbFEOoQ3A2ZaNLYq5cAplSymFMOWsw/CbNZghotzVQqKfT/K0BNyQm5RGW+F+egiXY+u5LpRpc9WovS7LVze5BvpKM3Y6SDebOV1F3ZERpiqnlb0YongvHAwStxZJiYeCEfMuzzPkB8GCJNy18tl1lGiFLgawUuv4vdHmJquYtsNvCSscQ3mPYsRplQN8yNqV5mJMmrMKK4dhsuxXIc1NQnfHeO9JuCsR7UGYaP3JYkHYTnzzk6LVKX4IvAj2fg9kiffj0LSIfikSHS57LhUMia+RyxuEXF6I6qXCaTqU3KxJKeyzMxsHNa3BIS0PfaoFiasfqpGaAr2mgmdmlF+cXhKilGoBc8CFtJ12UFIBF9yIQBomVOJ+Ntr9e4eA9KpZC4RrsveQ81npz9nVyuYbCLMARFOJHkQuzFDdMpk5hW+aJ2zkfGKrZKT10gyI0v8BZw1wT8YNgPqqh9Vi2LcXZ7Jvk4SZWOGnLcDni2OpEjaQMiyJU9SyvS2nj7CbITcmJ06PuLhZ23WI6u33cjmXn7lyHiKpP3NM1QIc+LECRHusR1MMJv0cDmogfkbZ2AmkTMQJheNYpEihCneTvbf0rvEyxCWPK8DYVZDjY/qP/3zP4kEj6C+pT/80qu/8bnffeGZGEz+/je/efz4caF5/OpXSTz9f3z22cz/+PXDI8zhr38BZ/vmSy91VhgdVZOdF5YpAD/JkxSLgCHBXoiDzzhmjCmyxK0jzhMM8QheFg+zx9yJNCiZpIP5+voiVYps1qu266TyhQ8dX33ccrqZUbRUtpArKDISgGG6wkugJiDMjKISvNR0zPEBrcZOzI5er3qBKzVlFcrGpEUP1pv8d4buUXSje5Q8udpzEqMjeyWj6VDiPDdYM0ZEMmUkxClC0uXAx/V7gkwJl2+3g0xW4SF3FsBAo6MuI4KXXZSDmqmt/K8gzM28StSAJO0YZp5zHWLJ7KuYE5t10XAXZ2lQxRIZwkjAy94Is8RrrAGgUudINK0npslRcpepNRuRLS63cVOzHrfDhGkUCZXc0bi+Rpx3kcBQucGKbLvvhz9Sry1gRkhyooLcLcGQ+IoE2SVDUuyFVLkmo+EcRrclfMOXCGl8iOWJ2JW5D3YRWwyiH+Fi8ziwK5x1QpWJocLeRXqOQbkiFEPAeJ0K1MkhFyVIiNJT6AxMRD/Z20mkSX5UfxQPS1NyEfFypdxDkjbxWPB9qXg1LbOXTjc+pKgCQ9b+OkpxRl+bBk3bX9t8km06PntileQjCovOtuukmFNvPm08joJhpQokBJxXtQIlzWri4MV/pQGySY+qxZ5bpo4/nP7dbrhJCVghd5CzxRV5jShto8myxbxbjXDT+nThpSTVCB9+m46PoihSSH6ECDOVK3zr298+Kp4iad/49GdxwgcPpiRdBBNWw6JOxCMlATDiwOR6PYn+B5Q3burAom7gAWRG3gwzDpGL785ib0YbvJS99omTJ0jY8ZOfnPv99pD3+De++P1f+8yLn24KQX7ve98TjciHh46Px+03OBXz8uVLTymrhFd1V+o0sXZJbmrEhHlAhBnX1wuzcTWhEC05wCzQefA8mS0udbcdRzVMbJaCctA/lEDK6bUqVs+PEeYvQ0sp2npOWU3nUnnFZHaaXgizUquUiDmfRDmxbPWJQCX1gLYjeCnM6n7ZEwtMbDnJbExNw8rgMz8w5rusxmH1MVvzCieLAhcJvCRNIMts+WHFbVYLKornJIphmgIyA18Kn0N96mSO2W6kpsoYpBGSXgrdR4UCu12VQVhPp95GF99efc+NKn1UfSNXyCsK4z0fdkC0IEW4UCpQejH/7OyEUn0Sea9v1XyuH0+2rgiz5DmciUQevCSzruRhijpJnAMgVQxxJYgAOUE4EqEQl4gE9DXJVASAt5sB4jj2LXFhETRJ1o8LyxNepMsIinMgSTdHOOFlN53L5fKFguiAS0oP81uGsWy8Dt6AF0WNSMLiYSJuM2mW97zVss05mZT6y5VKeI4t3ssoarMvRu5uiKIhfs6oAKoYb3CYkDlkUvq/7L33u2RXdS36j7zwfe9dX/vd++77xdePB9cJo+5WtzpI6lZoZQmUGpRIQlyJLAECTMYWwsgBGxBGJviaIOxrLILBAYyRuvuEqto5xwonNPh7c86x9qpd8VSdU6eP8HfqmzRHJ+zatffaa4015xxjYE3UlSPh6XtQCxnpTxA3H0HO0+u8lbL3+P7AMf1+lbvlXDSTodWBcZfUI+rJhKJdNmzWJjLknqknEjs+3wujWXXjdx59XD1Pv83k1a2rtFjFOnmWDkwkePFMDSDMixJKZk1MW4KIGTGS1QfHh318eBKy7aa1OIS5vPqTs+cWqFOEuPwAgzfPc3RLNj0R9PDmQiGhbSxgDKok8gy2ueZCO7zQD5OQ9S6VKrtSAWU2pUjd0miknw6mAjrLy0sPPvggPsXnb75yEgJ07r3uz2++sm7+eO+JI4uClxSfvekKOuaNN964TtuZGThl8wZ6nwJlkquUMP2dKWFizNMBwaYE9VL6FkQ2O94pP1123InD7mDMHCzGVZ0GnllCmO2Stvf7CPPFEGeb5tmGcW611TDtII6yMh/1geUcHdNMCj9OltnBx0nz8d4uFapEhVFV6JB8AxLLQWEQGnJc68YU9ofjERTM4rRMszytiCRYrm3XtQmayuaLWb00gNE/LzkB1FOVtsxapWaI8jYtD8qtRg5FgI7ePBZdaPrpAGen4v7QN1FjKsTZFoLq4+zzemiPnNK52u8usB3a6ROa8tkhsSPwUmmq0/MOQ/Ap6uUbmrsk7WFZO58FYdIcC0U47d7VR5hp0ql72PU6mi2iK4NaF7ffgyeCmQIURQixUDqQ0snT1yev0bg98MdrrBkvqArKrGuXRGblOoRzM01DSi0R0pKitah463BI90RENBGlUMBOZPB6lUh+txLMBF9StIwYXtJSRDsj4Zop8x0QsrRc6vYmwFqesyaXWlXVdVYTeVqATHalVP680SiGpPPnJkxJa0/Zd2z2lb3H9wfuBsLs+5J3BpQhadpvWDZN6XRvwIRSHz8K0ZApOZMtkg8LiQHUPZus7pTQCFPg9KzOShBxwkWo67heBHip91ltYfVSAF4K7yyjmbRpGA3TXF6UTtHy6vMrzaef+YsF6hRRfO84Z0Qvv/yErDLrSMDW+HQ0BLtiD+FCFRMTFzS+PJqKfJf7NjPVg4oKC60aTLGkByuNtfYyXA+++MU/RzbyqksPfunWk7NAwX+5+5rfv+7EzZdd+rmbrlggwqS449hhbg/4oz/qZsn6Vj3Y84Zy2wl81sETQTa6dDwn70AJU+tdo+MaNytgTQlX2D3b71RB0ONDa4ZF6DVO8hlog7Bc98NgeV8V80UQ51aNpaZJ8NLyvDCJU1oW8jQrUu1pi8o1QSm6ubQh4UKY5ebsBrs2FOt6qa2YqqOOkNDLpX2NzW/oQpGVZuKYu2h4uvCjgHagkeQpdUGW/s/3PC30LX1usBkCAWFdo8o6EwRlaDoPXZOFbo3vufSQEfCirXGuOjYRJeATLFNhODhKA9Hl0aLIaBKL05j+JSwn1y3LhYlTcJ8kPi9TIGlOa1l2o2UwnZlwNU+VzB/nDXVMK3Lam6HrRl/n2XOYKUsEsHwcV4tE1Vw0J9m9lz5dHdtofZW2pBxFL5oF1SftFgf7FhKUseou5+ixH4MwA85ocb+ioHcaDMhV9pRrcOBIOyX9giRUB3KnDvzTuTRPw2BiXkjpsYuVIXA1e7J32VkMaKds5zX3JdUdhzr+DifwWm1dqfckYjnEK53navarWu8kEz/KFgfCRG52CiSb7uOzOYowe6pKviOEOaJGju9XCNMMmA5Wap18XnqEshRWhbluTelrh1d7bKxvy5F80hXuVQhzRpUVPEc1M6mibiZ1ERCmHn6sCi65euSUqk5F17AsgpdnVxfjrPf8cuNsw3jHu7h38X1HFqNTRPFlEcO8++67pVe8U2/MlsEnfTLyWNH+lD5UIjxltNC4og9G0zLNuqwGXDGmGZHS5pRmdamhA162zOYjjzyCbOTbTh1dmb+d0rx3AR2Y9fjKrSdBLMo8d+F8H3o0pLLgt9njg6cacCG3oYSpmRGi+RbAMVbuwgbdMiwHNMnv8BncZH34tuMHFitvb6F7BhY5bQbjJKatxXKTt1H7DpJ7G41Gy7Rs2tnFLEIYIrWiJNBRs4ZOZo9m7TLk3gZr1bTpXtfX6NFgwmmvPbaCXHl+9b1mJFffUahAdqAEBoVCmBbVDLNWw42saYPGTklRwk+kVhlX/sgMQoRDuN7nlXSV4aA0c6IPEDQWdIdW0omClRz4XE8P9qnWLtUsWhuLdSBBTek2l3aglGCzYbKgIwMnlg/lR5u1qX2XLvLstTy0wBHmT8uZEGZWZvTLhGDtqloEN6VASL503TS2AZarFkclxTkddNW4Vx1UBnV3ohZgH66Sd6qQZZemAjo30VPq5xnQMiG5l7KeO0WDekW3n7bO5uK9Tq9Uu+Kur4NvztyZPIUmgA50x1WwZ0eAhPPM0noKxxxNRoN/kzxWiQaZrH7vIcs0kD3o1h3JJ6Ca6T4+myM6RZppMqNO0SSEOeqoiO+jSr5sWG4YZkWOIc3pRJ43aCDKFRBeucaZ23aDmh7rszmS17fGU+4mnX8ukgLzIkyAzIsJL/Wd0i0u0h6DOtEapFm9wKNpd6m5GBnMn0KnyLCuPX2auwePLUaniOILYkr+wAMPeIppOBDiM6u4dSK3q7JnYJcIijZpyqVFjb0yq501a0q44lMsyRNanr7ylS8fP36ck6WHDn7xlomV8YscrXv4Yh48eHA3GOWsQc3bf+17UqLOMosq2rj5h9ZT0Z+XpRM9P3gEPJnuaKbdIbzcFITp+iF3YJYT50P17AuLPM0zw+GK4UrLWuYOwH0Hyb2M5mrDNplZTEDIC3xCS62WQS9up6InN00Smi2lHso8RM9barTorvlhRLebAKS2/B6y5B7boFiIz0JW8HJjasQlGODChU3MipgxkDyUytTahsKUKkeJHj/ucSpo5coEKDK9l0W5+Zgm4xOZf4QAUtBmDf2BVZEF2umSGasUHbWCouKw6GKvZrWMeyGzqnCttJ2JNgtbSERJRDvoOEu4EzKSNnXbDny/20XFCnoRXC+ey00PrtB5R2lgbokw83ZON0i8vzlPiHqZqLvH0KLU+1b0E2puwiyy0tuLivbF5tcd9l9QCLPqxueNBt1FOmECCaNrN9J6k9jQFX82hhtRl9kl4pVZFq4sTAJQxy/6dar7dj5X5bha32ThyOjHo1GBvL1WWUHfKX1SwmD1eVghzKm9i5NyifVfGIMw1+dHmINMH2lwLUcZUoQwm463ZNi2H7CIWa/mXyPJTLTA6Yo5GNZra91ZYNtcMUWnaLDaIp08sh2YjuEhXcVcP2l2nTJCdFZZI8yLCS81wqzUrngmpS0b+hVp4JmWSTM8TY7nGwurHp5bbX77O99drE4RxdePnaFj3nbbbT48F5xhxVqoRuBGsxYHd85U2juBTxOIQ8iUp3YvrvwiuTvItri3uVParv32d7wdqctHTh49/+pr9xxY6vh7cZO85aabuuniq+Raax07epmXIii2TWEUDs1yqiNIPAjKtvQjqZmtDcUMJDHiHXdgqnMGwvSY4zOGBax2spzZplkobxdBwh2YZ1cahDAp9j3K9zaWzi83G03Op0Vhw3aWGsby0ury0sryanPZMFdtp+V6tucT+DJaxspK46zYNzQM2w1oBSzXoTw5VC4fcper1cchgEOgoiUvMfniGUD0AzdR1wbjGMRhBXuyLJLeTc3ekdYRTonAO0ay9EFY0W9ZNheOtLyo+ajXYp/L6xqtEWxX3RfMoWUY7g5a74glj8qyzl4ZL8woUfV8sngOq9cKDwXuMzTXGaYp8DKgZQclfTQWotVwlue6v3qu9+gyjsLLKQizJ0secnpwV0RrGRoa69mzCgwU0+vjO4n+zreyvE+yxOQMMPuXCQd9k665ZIftUjoxRpFDT/rrxrKh6XMhCS/+ERlGkzhgchcumwdNXfQBMrfxqWtO391+drSGezHrgv4jk/maUo7iFLo9VEtihBkx00enzkbfsZZLHFNxHlXC3CbCHFErAsIczZoywnS9ZW628Yc8IjXIZLslgMyqaC4cqPZiR9o0n6+K5d0T4mGnMjKbCjKRQm/judDqTJPHtuJ87SHCpLONhM1BJwHTFvj40ETkeB5kqBe2fDRan3zyycXqFFF89/i9XCk+daozUBnpBzrwkTGDW5xXq9G4DKfZaSKhodjtKg0NcSSnCafdbX/owx+i4x87eGAKqWev4stSJX/Lw/+dNjcbi3ZXrCNMZLZpJU2zmZwc63nLWqEKqv42et5kdUvU6jYbat36nFWV3KOJpT0yH3LNotOOs8zxQwIqQRzRRL/UbHF2vWVS7Ocw9zbOLa2srDZNx6GloWG7q6bdbBrNZmuV4KVpE8JsELakMO0GYc7lxtJq63zDoGhaDi0StLJ0lCxzbXfT7YgBTZbmQjahyJhyAijoqcI0GvM8qHL9m7yAMykgQyGLBTODCDSwtUyr2Wo1DcOABoXgyRh8Z9bEjqOEfa8SsMU10QDcZxB7RWAwLXmZ6Gc1oR++saFtA9Yq5XZ6oNZFh7GvAV5h4HVNKVrXWVZ2lmGzGzRYerX8J6HfarZnd28Gve4W/PGxD/hYjs8khMlNmO0Css/QhEQGj9ULZcVhzaj2AIpDrRz0TDm3nbbQTJqj9O4DmnWOXA1V0RZtAceBY3ufw1IhB+7eHMVINRRnV9dW1lbpRqBvBsoGaAtW72DP4frGyO5pLPdcI0xI91cxgDMF/QYiDslG6vCbg2e0KEf1MZtCmKrTYzyXfLqi+MYYJczO2rwIE80D61pxve9sNYp7i0675fmEMA3XC2OWxho+H6VoJ22ZkqHFfjCrqNa40Tsfb2OvDN+gWuZcpJbUzrfT20JeT9edtcL8eFQP5wXJ6hSVJO9FRZhw+dzoVRwfn/a8fR8fAV2W67Zs59xqc1HLx3LLuO/++xerU4RAgnEmBCLuw2D0oOOUxhZt6l0oYVYGXlDCzIrs7PmzOPioJNGLIT4puut/8OST47X1tjfxVksz2F5A4/BzpLkXiY4p7SJDeUswPdHshOYlrK1YFSGmsUMHn/qZ08NM2yIat1GSlpwgGjgmrdRpXrhBBJUbw3Fatg1HctpJ7Xv67HksNRkuwiuZu3YYCjIgFHCYhjR44tihB1YM7yzbsVwWDVg27POGtWI5JluTc2cL5jcN7XhzJIkj2+WiBncqMqGDa5cxQc481+qFcC8FwkStvCPpLPp+KuUPNi4U2z+DxX4MZqkkEe1bRXSog/QhM44lZ0krc5JAH6aN/kBsuDR5B1gLgoWQcyyV8aWymSZIScBSBBBhDwRqubBfcvpoqXi7RNBEYjUG4fwyLV36yQdL+gOy4RviQUNrD8rvUASdsSarusLGcXzGIsyUOUdKdh6TQCRWlZIxXkPVjLNnPLfUJZvW8VO0Te6cKzF2xlgTD/fKh5RpX5C1QTa7rgvNnEd2Z4O+Za+uXz20vOrSDMBkVzW7dqGhUfklbd0UpxHmRqV6BO2X9XqM456PpPGHnRl1rZzJSlLRm8T36QrTB+33Y5WKN5SY/FSEOayEOYdfJLQBIY2lUV999zHaREEzv+EHy5bTclw6786I+mUfoErLLg28uGIARSIsQI/XqOvlNmIUYap9zXo/c173xqVv0k+3HLTrVWuNVh8a2hsiq1xw805+8Tsw6zlq5PR0rx1dCpBcLNcxHadhWmcXp4T5r7ugU4S4UtSKaKLd8o7r3kIaXlhBZCrg/ANyCPCaQd8UDb93vvMddOT3Xn1sz8Hk2PjDGxhhfuAD718gvNQdULRy0WyIjgJVQ3GcoWrRwN+O5C379gGy7YLT2ZC6Jh1zhw5B9TNP86xh2qumRQizM/LcdXtd+j5hEoIxL6w0zjWa54TF9vzSCmHLfU+fPQ+C/eebxrlGa9W0/TjKCkWILtrsV66MuoKAEKYNO2nft1xvxbTwV/TntC8OxNgL+CtW1WlfmCzoU/Rq5nqJaASBdb62Xr2AM6FaJtKvm4r3IYxglfCsFNSTNC5KwpBlT63dfQQl1XMfRGlNRtBZCGlP6mc1tR47FAv7XEWUxEqVi8hVkjSB5LjD1RYHZtaQeeeSXyqwuaqq6+yoViCn/6a3yPI8ipnQFM+pQa15B1k71yrrUxAmC74pzrtKp0g/tvISkuwZSxhVWc3hukNfIXPR8jIblbuT6p1o02jjvlzpnvWU0xOrVkZwZgyjCOo3mumjl2+9gqP9UvLGyj8CXRZ035Azp3/pF2ZZqQcRZg9V76FO44p7PqClOQlh9iomEc6TnhDLUswmGhj0TdwX7oqv8slQRZ7ENNcnNsWzZphFPq8juWRfdfZyaFQMuZrifLKyaLk+bzld2nImY5XkB0dyGz0zoUwWKJoT7OSHujexbD3bkjR8ZbCpGTXeUgavvI2a1aMWFfAhbf/Nvjb7HnZgdpBCB3tOekL6Pj48CdPmy/eatrXUar2wsggWuazgf650ik4sFl5S3HzwGB15efn8lnecJjq3qpJjBYEDgnaWQaM+XMx++MMf0GEPXHLJT89cs+dgcmz8w13ch3nDDTestRdQJVfqtazakUeyfsGCHG4+cAwf6nivPdfAobzl1HlLGmw650+DHJkW8ZXgxk6a40CU3YlDkA4oW4ZxvGqw3I24VI+oB1cI89ziej/2Y4Gx0mytNJoUrKVT2eJ4gecH/K8rjdaEpgzLFAKQYZom/a9htFab/Fer0Mc2TeZrSIESCXNWOxSX83ofY70qTf9BozYV2xjpNM4BMoE8kU7EUwDtRYFKVXZUFIc4XRkzMUgE2P1K5hldmmw0RqCXngiVh6ny/FVWU6UktYR4TV2nUnD3qwh8egN6H0aYYWhYDnsaeX4Ys804eLKer0v/g1hayqXKO9t1gaOkhjt3BQFlOIJk2ilyOsLssFEFJ4sAruhfPj3VrcS63yBhQhdoZG5hNDuJp7yjGW8QYZYdBpmx6ClxjyK0K0VGIxY6Eij9yPpKfWfAeRw4Ez1+WGVqbu9SH5eVZfYVf1iZBzitNxCql2+tO4TBNvpKsKpK3qt5BSLoTOxKnQne5eKVzPO8rlWhURZpzNGdSMXxGe/js1nHxqMIcxZH8ip7OaQB20eYvU69rIw+KNpirVruiun4UVRs5Qbet93pcF4XBkb8lKFuzkK12xl1GxvVgjh4ZVT9utduj4OXs2tm1i+s2oJV/qSc5+l19hRhgv7WQaUm4l1zrn18aAJnvmEYrBgGwcvnlxewcEgVsvnORxesU6TjNYdYe5wA4ZZ3nKY4x7WrPswNlJmwV0XNSHibDo2xn/zkX974xjfQYT987QJsxHcvrjl8kE7yX3/4w7Wd4bR+XoLgpRAEoCSMHM4UhKn5sCiB4anvrWmFQPW80PfBi4B4u2iuikbWiD7G9oLelE7b8rwGi1J5hAFGH1VUyR0/XGru66u/GINzcTZkeRwwPUdD5yGFQK0kfbwRnjWQFYhpMiZpQNJ42EBCsupd7KF1nkYL7TMBcuhfzIdov6SgL3Rn5ubmBZSY19bg7Byhbk6Aw6+hwdr5KBo4PVApd10OdEP1JLq6aili7zbTmSsxDGhmSi4UIQsf51jo2aT/oM1Ug1fSOBclJXSXBVEIwjg9CgS4W2LNForkZpISBI0l88lpTzoapNu2sYDOiDBT0eRkFkO3DfFnEDRwZbSVAzzU6JaJZtTo1F3Vysd1nW1/0htCmOjGLFLIkkRxTG8puV+udkGRfpDj76J8TLeDLq2ya5R9B/1mFCv1S4gAY9dAQ0uroI+pXdbR4wjCXJuCx9D2VstibVRc8u4Qv6aW85R8C3+MgitT2FKJcyibSHLvB3STaGckBCXe1wyNluk+PptbIszploWDvZf1w44iTLwRnQpttGw/bNie4fp0P8bi3rGBY7IXUpqEYmMkUgyR1qTqDTLZtzqaquP3Bq+Mvo/tbnuoPt4b90m3HsCVi5OcZBsNt9yBWe5NB6ZmqLGetpRyhCPW1TklU9R7nNBfWpwG9dmVxqphnr7uusXqFOl46NKr6Mjf+MbXtxw/NFqE3NfvPKGXCLNv0tb+45/4xIMPPnjDDTdoF57jhw4sxEZ89+Idp47Sef7xE5/s5tkOJ1umnnEzUiHLUAgt4kkIU63S1T60csgthB475JjMv1lW/Ri6A1aSMAFNZVOqGFufdtX5SZOk7flNyzZsgpBhZ1D5BGdIH43mC9sLFshf248FRpZnCLCn2dUP0e4HKGNdeVWNWOMZ1nXbBRmEqpzHYFJyMpIVFFgTqKVEu1qjG/Pn8vq32ktgp3RIbm5I40dsWZbRajmSDxRXwQCSaPBXFZlKAYpKPihk+SAWZWDWOQhBkvnUDZmKeqw1Gyshx3ZVim2jvZk+hRuE0JxPRBEUCvO6uywvMlooac+luo65t55fdDp+EBJClXTidvqfZ6+SA16WHXHaFcoVvHuU1i4hLu5sXFOrj8DysRUNNJ7VWD8Lq5VDc6mOMOmE44xlneA7vFZpCzApiakTJTxy4P2NdohKYEp1+YrPeErLPOzkIq1+KQkxdGlq/fz+6j9YAQe+GkAmU5J+NYQ5zCUfxmx9vyF20JDMqtj5ZfC/Ax4WBTl4bfBBCG1iRRjSLJru47M5EWHO4Ehe9fKNZdyMVsmRvSR42XJ9gpdOEMVZhkapWbuLNYOgJ9zAAtq2gWzrQlge0G2f0dR4ypXZqGlktZUVNUP07XHZ1BVeo6OV6EIpqp5nbGQuso+P1lCiayi+V8M5JX5AuA/TPd9YGMeHDvXc97+/cJ0iHY8dZlnIz3/+c1NuhHaTiaucLWjjaEGBCu7jjz8OYHngkktuPXrpwyePPnHd5XuOIafHF2+5kk749ffe20ninTQpcZVZVFw68nyhAiizYja2So49GjtutCGb0OZyxjhJMfzmYD/GGrb5ybjOqzkerpqXB63TDdNaMUxaPgmiaF8SOJXTespeP55vOl7DtM8ujr+2HwuMijetXRfXVahGSfmSR9cGWgqFYLu+Wb0YR9bY1YN4U1oaSxTCkrDqkwTAFHiZynKwppk+AJObFza1jlD9RdOm5kqAOETHkrIaV+Qx1aBY7ktvpEhrKj1eXrQkGev7SsESMmuQWZBa5MS8IpYnwjm0NzM9f8V0WuIvMNqjyGpC7TJM6NeCpu2aKjnM6m1JlrV3wK3TTB+aLtJ2lpZpUipIWUeYIPjAhkmBwyoLxBomiuxDl502mBe27MPRuRq1h10Q5YdtF3qdfrFSauUEMqMksioPjmo8/IxHXGXb1BvU2Oelk8Wg2MTcV8xZUb8sCrrohO5BwgLJC0NA3Crp1hEqKJTlCiNwoPE2nNn7CHNU82cSHhvNXk4I3uYrlx9WlaePg+0Y/Uh81ryqpl8CYbKDcJ52aruS6SzyGv4ZTKXO4hc5mJUdvmvSzaWTwIyWGV6myF7SE0HPYXsHOxGt+Y+bG1QvumWwfwJIntKiuTW/vpbJ7PR21GNcV8vE5FOZf6l9+a4jTN2zUV0Tyfn0dXskg8drNJMlacJ0nUV6kTNFtPXkH/wBAaE3LVSnSMdHj9xEB//93/+9KXdBz2ki4Uu7y000829U/HGaIt4hupefv/lK+969h44zxvlXX0vnfOjQoe/+7f/k6WW9x2Uf2nsWOY249dnGLWpebPwhxg3SJ5xDLRC1Hs30oQkHTxb6eKu8ZQlpgrHTPjp5EulvqbNH3RH26BzPVE2NIc0zgsK26660uAOT8EPdv5gm7SCOTMddNazlprHMbOV9zviLNKSJSONKQZUaZK6t1cEnlm+xKpHasKhy0M6C9iyxyiz1JXp8YD9azcVDnDZFoNKsVe7hVapzE+rTQBTKtbnTjuO47tGjX1BaCIQ0zmmgMCogkCgNlkJjT8W4PNW6NFyGK9lVBPT2wWq6UlZnhz7CuhMWL+BGgpdNxyN4Sf/ahAaSNC/KMZp7PBd0ChGEzxjKjOEF7GRRE8JCWXQLgmRZmeuKeR9eMge826tq3DqfU3ePTdPxe9ixizJMeabMNvMGOy9UdqJtQXeSAW6nNR/hOsKUM1mXPc5mveOCVhBxZXJF/yfHPkfZyYn8Pto2gFaqbgqkz1VmG1kyrrbnKYqbQxnmsfnAwfxkJQE0mr0cFxC9YVMzm5PbYg1Z4kGgnyVpim5gNACgi54hliwB+o5MR5jVOKzwpM7TDqonzY0w5a4BONHNouFNS0vL8QheEsiMUtpAzZG9HHfOeluJDpYc0rJ+LZ85XT9zFgUn8H3gRr2I51E9IHSzcMsuEou8lnvHHkf7+PS1x9fXQuXjEzi+37JsmOgtauFYaRkPPPDAbugUIf7wstvo4O9+97un3IKO6DJJ118HMncAmTSSaPzAgvbNb34z1/Fncxt/8QTcyVl6/ZZb/uippxrnz6WmmbRape9183R9K0cMxR/vdvKSEKZa2npQK2K2hfY5YulmYYLnoHaqNuxadWbs8buidwEfZ62AB+uSdnsiM316sBZfntOWklZ2g9GjCXjp+GHB3fXYRq3Rh6Ipu2Xb5xvNsyuNFxD7nPEXawA/1Gvi/UJ5jU9dVC8aA9z6lkrBksdYyJpaHgMVS9hAzWar0WyapgEmLP0qbfLpuLRIA1iuVYLqQ/CSvmBtjTYLIEAREWXQWsj/WFIwJFRhej4tbXGWQSOrquqWugNfP2s90eITInkEsFEd3Kla+7hjs+o5rPFDOW/TIYhMy7zlBQ3bbbksaBilaZxmowhzAJnIijZdam9bi5roSRKc7tBiVhDI1MlMcSFXGGl0ta3vYeNqDzsdYW7WettQMZmRdbvFpwBXRWzru7UKMqFxwfwu7aIvXLgAIozkLUVmuTOsfs+Uc3mJbkBPlKU7zGvgtgQlFBCGCmH61QuOmRXOVB5MCmpm7FPfVipYHd0/OSb1N8j3mZIb7HT7Gow6kiw1bPGpdxzJn3fRaUwgzZc5Hx2JYK5JO3GC5KpuO5nOwKpX7WfKXtZwy0SfyuqucfayyuevsjyRR4/DTvLzk0Yd5zPZyjaC1EzFA8qwEahXh2v59mku7ZpR3tkBXX34MZe2WKhNKHqj7CjRo7KrCHOtxjWrfHyiMT4+YUBPwqphnV1ZjBf5T9mOfPX580uAQN9dtE4R4r2HucPzwx/+0JQrr3K2vkczPHr4BWReoEFPIwaTwOtf/3o6zjdfeWrPQeNc8eO7r/n46RPXHTmk20cffO1rv/LZzyaNRm5bZRR0i2x9sp45Kg5YxrXCD/eBl3XF9XU4NYM7icdqbbZMQuVv7mGJQUrT2xnHh0ZswsLpAaFK5CTP0RRJ00vSd3CQYmLbj+Ll1j6v5xcjME7A6AGxZfjrilLtuejx8ZBVQEeHAmxScbZsy7Dslmk1W7RjtqAChN09JxaFKhOJPkmlgFcIbfwCei9paqAVFnqtMk+msrHq+ziIz2NKK27TYfeQ8y1rybBXLdcOwgLuQrUYbEtW7V4wTITzNeEQG/x3cbepOEq5ysbLGk3YldAYZFigF5oUDGh1amjKIrVRKdgsatmtDrsGITJOIRPI7BQ6kykKRSWgyCjCRJdaXR13FoRZKWTycj/FxHAb6zLEc+qGUFz7kOGUshNHR3dUVlZxzpA9MXyaYJEDeEljjO+sbUXK2imv9KYyEZuKNT9Ict0w1lPoJUBI62NcKTRivh3P31nfQv+nUvbuazDqoH1Xw3KWmgbtyFzJIaBcLjss5rLRA2VifMoCGidxV25rPS25RRKj7mK5ZfayBl2mt3cqRnxZml6wKnK4QZKUnZk8u+cZIf18pvZ2V/qZsiPgrauYBnZl9ay0UscrVarxz57FAi8FnS5kr6T61qr2SxDJlSN51Qi9iyCzth1mjg83lvtZ1vfxqRCm7/j+ctNYILwksPrMl75MsOf2XdApQpw+eBkd/0c/+qcJV74nz1EMB0kaAZVhB08arDksSY8oie655x46znO3X7XnoHF78fVXnnrk5FGNM6+84ooPvOtdP/jmN5NWq1fkk0Ym7zgKGoiKdqcrC2XN00e4ObwgYu+mhRG2hJdgLArHx+10+07E6GnpzqPCN3jOvbwsvDBaMUzkJGmGdPyQtv09nSfZR5i/aKEFeYKp4TFR2hLXb4vWRGSHUMOqNIK46EzIsmkSzjTpa2jcIbCUy+8HaIWEJqQo4BFg64qvKFcJQWwHxqivFDSqaTBHaWb54YrpLLUsqKOcbZq00tGSzX37W60aWInwLIAtzgtWHEqPKDwoaeUSyo+Q1MI0abkewctV27WCMC3z7ppam3YDPW698spCyTlMQZgs9dNR5XIgTC5nS25nVC9R19HmQpj9+byt/HQWlfxRieIalqg8Hz2kJTXbcbXRQDSaTdq8GKbBuwPWYw8y5XfGXUA0ZkRxnSFZXmT19R2EZSz9AN7AA6AOwXg0Emyp5BkFxmAThHyUPtqQTtFwtlCSsRphohNg0DtVnHPTZNWmMcx+ohD4otNAJlMYmiU9HfywWSIC5joEmNGKiWbRGfMM0/hHFUoZ9rjcCmGiKzXJM3r6lkVRATW4XRzzVSVatgkQJwtRN+ecoWA5PNSQfZ5ECwLCZIGFCRz8bQQIdGqQqL4hHmY0/LRwwe5VzKssLn8Wei/oe7CLjSQwc/Hx4fHje+ZCOT7sx9c0Hn3ssV3SKaL4i6N30sFvvvnmSbeJnsE0T1mCiZtkuCKjq2AFq+nGrviSp0V611130aH+6rZfsCr5UCy/5to/vOFyXTqn16vvuuuLT3++yFNaEHhioBWwyLhLU/YdNOp4Sgv8giaW2vd1DpNmG5pgtaIIPVAzeoijWyYTLzZgezh1BrBsrvp5tvc00YQZJowe4cgDH592BX3hC5Zkme0H5xenirAfuxpDvOlxwX2/NKLAge0r+YR97gw4FD7XYswV1tV0oQ8JLIq1oIqU1vVEPBeqrKiLLCI8gEzTFAftAUcA9FBlZWF6AaFKgpRsf5xlYZLSfy6bNoGSfCsVvmq1UomRjiLIK544J0mU/jOtXhE9cobrEbCkMH0/ytivqgdzzF1bTGd6urXlYqdyex9EmN2KAD7EAdcIE3dkxiq5vm5gzkK5YlfqoeJmC9UsCKRvbm7UESbgJeEun+0UU7pnECfhxm/eQSfotOREdFXpHsgoVgKGOurMXwR6QlDxBOaMqnwmpAbqa/qADOa6soxEf4JoC3RG4aWw5guaIWm4Nhy36bqhpFWRlK1lMtfRAMA8JvFIpWEprbCqCswgcLaG2PEaSrVMbJ1HP71Kru4UTQVF5kcRPXQEMtM8X2wfyKThVxezBcUAOwLknOkFd60pCFNfh0rTbwFnJWWRAtsWGXIymQjmzLmfqI8zdw9kYr9Duz/owUIHkvvZopD5445j2DZNy2cX14F5brXZtJzrdk2niOKth6+hg3/qU09Ouvi0z/JDXo/0XIEqOV0TmGLwDjFLi3bxx3/yx3Sot546uucocSHx3B1XvefqY8cPHQDOPHTo0Lsfe/R7f/ft8PxS3GgUvtchqEkb6jzzLOvpz/yp8dPn69+nYQnZ6rJsr0vHFQ1fNKiPataNDemWVKRauLCx5qpgA/r+LHmeKQ8UHTzJ0hXDJHjJS3w6AC9pfqYJ03RZqmWB43k/djW2uO/oIe+WNHjgtS3uEF6IDjepdwujh3V4oiSmW7/UZG0BESFn3AgJZZ07knZiWqfKRFxLPFE7l3y7g99nSe0wlPJud4PQUeVJTX/vRTHjScPG2Ov2ukW7bNje+ZZlMuDsd2vMG+uV40/E2DIQhzV3xbQpDEK+7DW2RWf17kWtpsxLpCLIcC9ZW0Sk26obkxFmrhSKBDt1uwO5GuRbwB8hGDYfwqwpSMyrkFnPfUHIEYa2bWU5xLlEHgxR5PsBb0144oqh2MZV8jhWzbIyDxLuEv8I8EYvQHMJzaVQnZrRu2dytJGVQnoTFXRk4wEYhhxtNqt8rFT8e7pVstMd1vdG0D3y48T2QxpXtDpKf3MOzxFkMuGj2s9kSkrfZ7ZsWlZgZsud1Oi9G81kKheYmlN5b8THZ+QZKdM88+PI9LhNpeV6xSKcO+b9LNKzkadZgi2hpgTCrKTfTjbUKrPZv0eL6vQQUlKhbSLBkuiKMkw9Z76rIBM6aTQ/1zg+67RHdjiJ59uiVn2+0Vwg05ZW/+/9/Q92T6eI4oRYRr7wwvPVvVtf13pTHSU+5oilmtiq9qBzwoUMUcGloOGBKs9KY4UOdfjAgV8gLvmW4d533RduvvKBy4/olObN19/w5Ic/svSjH5VRSKMvT5N/+B5rSR06eOjhBx/8H888kwV+KZtn12F3PhqdaMWkXS2qkLP0T9JDRCMZQn8wXF4XrzqsI0WZz84GBWgcWKEkOxqlCSHM5ZYR0iogtD5IdJbCHzccZ7llLrCjeD92O6YNA9FJIDyYJJGWNKf/MciUPFimXHuUkEhW5KsWI0CPqaVSKmrrnvwuhpOAJZEZrJmGs6ZcyVaV/Cc0J2PGppW019mATnWnbQehwEvLcDxa5rrSSQWEea5pNmzbi/qKrNtbL7pdeB/EsiNzpRvAT/KUUNyu1gGnh1KJEZYfQcqiw9MmmN1g/RSdEggzb+fo/wd4GwJCug9TFHGTuRAm5hZUaStx1Jl0aTTLVbvVB5KpRuMu6jViwBQlnNsm2MD0exS+IYKK89Ryq/DrAWmU9x3iC4ldeTKPd8/UvJAKOW2lVKwaKqJ+f+aw4uKmympuiBPQJISZFNzm0XJ9lzZnKT8+uDgxMpni4wkxQ2QyuSdT+G5B6Ovmw7kQ5uaETKb2kdTfVH19ExYIjJ8oSQzPW7FsCisIytnyHgsM9Vmq5lKIPGtDL2jUT2Kd63u0iKcSDDjQJIu+ynpPoT60j2oho91z+UGHQCSbfWhC0mNCezHTtuDjg5rjApm2y03jDz796d3TKfqzo6+ig9999939Dh+p3bD5l6xEPHtIzxY9lV1p2P75z3+uVXBZPyeN8zJHlYfi/gfupwM+c8uVe44MFx7/fNc1Hzt94nSNEPTQgw9+8xtfK7L005988pLa6+jRo+965zu/8Y2ve7RWOnYSq4pJt9udEWEqbgJnyxkH9Psx8gwC1Mwin/n5Qk6y7v8lnQ+54wdLzRaBzEQ639B0RLcySuOmbZ+jvdJKYx9e/gLFFGAgi2yZS+ceFvHKuKfy8u4OSP0T3gMHxwkiGipM2JyrW0yqdevrXQKWbXGJpHfnhJzI7q1a7vkWwUsuLHarXmJBmO65ptGwGGHSbL+T7ASn6HOuALJKGFyBIqgRLtg5cfagi9NbJwzJWUr6F1/khNvFVwX3qHL5yej7NYQ5xm18JwhzU3fEiV6Z1GprhomVdGQX9egqSwmXE62UXqnce+4gWydNM/obAB2CDrSgXLiw8fOf/wyt+1p7dV0Xoflt2gIvRWZfspfcJjojn2VK1CrFsqdmxjo8g8BJp/9Dv19Xkc2Hc7lTECbtBaIsbbpew/HCJKWro1FHP5MpPQAy625C069qHrDp0o31kZ9xIPWfMmkWlWbOmhbTVu456GFmj2DbOWdYy5ZtB0H7oiPM4We20uBCSM6Z+8Mhtl8JhXU063xRTyVMskB/K9vFWJV13f2r1TIXDzKr7mV6Dfn4GMIitwN/wR1ry6srhvXAa3dRp+iNl56ig//JZ/4E2WZOWXNvRholERsZV/NGwG3YWeUE9zNk0gh2ogLCIF9kqSie/sLTjIevvGzPAeHuxdduO/lwjRB06tSpa69lUc0v3Hzlp66//M5aA+cVV1zx2KOP/vWzz6r9SK8n4ip2WWQbXDfsbU6YBFDNTLNEYDxny1lztSgiLj/5UTxrJ+eG1peOoiCOIIXHanV55gZB07IJYa6alh8TisgIZ9KuVuomi+wl1sGqCPt4dTdjEpBQrYlK3setFSoZXiJFNlSHYoTpekumbXo+LaBcWZ6nW6wf6zCWZLF2Wm39MDJcf8mwCUxyKbyWPaMdEGHL8w3DdGnJTsrKhXx7C0fZaVt+uGo5huVYquWUzdnB5L34q6cWwISPT1pyVK49nMkE3ycTIjk0oeiXpZY9Rs1mJ1Xy+tig2QBLaq/aQVR+Q9zkAzftwSyl4wV+qMzEs7Yy8RxwqxdByAuidbmOTlcgTDh0tOXFbRjsrugr/O9CjyioUpclZHkWAjKBtSoePT8LmpAODMN1c6XvMZzLnYQwFccnSVYsl0Zywnn4YTSCjCVdPXozgEy6ODDFMy3audn0YbftFK+92Ooh1fMtOjARdYR5tmUSyDQ8/+LnMEfOqotbg0p0Kcq3gSjfatVTumtj79ROnsohF/JJdXBtV6qL5osEmXLXijJHH/uQj49pW5bntmg7sECvE1qOV5ovLK/snk7RP5544KAcvNFcAbxMUnYo4MlEVLxkk9XW84audLD/uGT70cMvY5s2q6xPZXs2TvhFbha581h69bVP3XD5q45dqvHkZQcP4Ef/eNfVv3fdiduO9n90zTXXfOQjH/nhD3/oMjI3syjs0aXrtieBTBpvsUisC0W3wOwkPhGovMw6L1X60jGByZZtx+KBQbe2aTnLLQMJTEKYHIa5IqqY9P3FdnogoIqwX3Pf1aivjFU7Pe8ZaavCXLRKnhoZHMgaiD7MmI5HIMzzBrO83TBqb1e1YFMt0x3aovph2LJdQn1N6d4eOiYhTBqW55tmi+BGGBH+LDrbYbai5oVM6VLLMl1J1AqVCeKE9Pgsqr4230Vg6cuSIOWQQSR9J+O+gjyrFNczUdYVyVzuPRj1pkSNW7jkPtiX20CYm1UutHLKy5HDoa+zXO9HQN+qspS+H9JutK8t0xMBQ64CD9k2CZGjDXMlaFjRL9FyCbFKtiQTIVNbKZk6foBeoALZ1In+O7Nr9VSh2SL9vkqBCuKgHUMVASATbZ9DrLQKYba1aVFbECbdIz9OaIw1HS8r8lE8nBc5KHKhaMhDZ74jBgRQYaLHsNgBW3Oz6hrdqFzF+x2YU/npmtUiVXJ/2XLOtaxV26VtQ8Gusm1tVn5RH5DNtXrGXp1kh9MsrKIJ8QoRItPbkJ3LbeGp7FSdllviRg0yd4Vj3uswd0OaeLEl4ZwSky592yV4aS+3zAWqrD+/3DjbMJ75yld3T6foU5fdSgd/4IEHmFooAgJ0E2XH6lbaER1xh9zENAINTHpEszwTp4++HmNfPbjXftNDb6LDfvamK/YcBF6c+Lvbr3rTlZcRVh/90ffvvPojp0/ceFm/sH799de///3v/+7ffTvz/SKOyjzttPuawLqFXljnTMhFJzx6OGWmd8t5OjChSkSLkDhCWrYfOD7Dy5UWG0Q2bZtGs+V53N0xW0F8e3lIhperzWWGr4t8RvZjKOrIAYkUpl3EKDZBvSdFXx99wZwdWionOGujSv5CwzzXtAzXL9s7ym8w5EsSS6k6u6zqPOK3Qu9ouMz0WWrZK5ZjiDpfZ/58I70XfVTD8ZYMXjcjQg4lclaxGAdx/X1RjjazB9Qb8jZrqk9yIdeukQRgJKvJ2UsCmWOtmWmioA/lVU6y20aYmG1ou+EqG3jbcW0QbaQFLqeZp5+lhM6+GD/2tzAloeQEouJuTeKS0CNd7TXRT/63f/s3uE5YlUCWYo2J/QTytL2a8szGWP+d2fXGRxDmEGpVDHTxc0xThWEiOaV65RrXuSaGqcSOyk6bsEgQp4YbWH5IX4+eEqztI9HD9FWP2YaATPaUBLSeXVdkegwizGkGNzU9c9rVZCE9lX64ZNj0mNND13J92oPRo1qiceJigcwa+6yfse+390jDsFzMMFD5TOyO095Wfihbjv/OEJFnK+lLrV2wWI65HJOfI3SJwCuNPifkrWhvvmqYi21aY50iw3r03e/ePZ2i1xy6gg7+9Bc+T/tWYEs0PAjpYw2asXCQgbCtDDmoM+Ui1BzUnw60H3d67a/85VfosPdffmTPsd/FDGcquYlQ6AeuOX7t4T7UvPmmmz76wQ9+/7nnAqHoQkOjKFj9ReZqF1LVFbxU6sohZ2Dasy+O8OVBTbxlOwQyKZoWLSEBTSNooKWfCsjcGvttLw+Jv6Ljm65nOO65Xai/7weiWpTbwJAEKXnjTwAzVikaqNOwBZVwbCVfMV6vmPBey/Fok/vCaqthubRP2d5Mjj4NmrudIGrabsNyHOYUDPdYsgpct+PHnFRp2C4tdhSmH9AjMftKh9WT/kQ0ELgQ70RhKbkO2FAykIhD6Cte1G5MSciwC3mVpZwe3KXJuUTheq+N6YBFhifnnb7SMdO+tOXkOzWkfa1XSdC34YrkomdVClj0Y26kXN8Y2znZJ4+LzC9rqEolnbX6TbPVajWbTe1LTiCT/oqO3zJavGhKWq87udZZh0yLQZgyDke11nlgCMiEthXoP9qgs44wdQg8a6dZHsQMz9wwyotiPGwQ9I7m0kx6QmCUyS6NBDJZP9NlF+ad5+JqnZlVQ+nEC1sJfEkityyjNKOHjkDm2YZJQQuE5Xq03ncWVIme+cntTsrY1zs3IHkaSkmiNoq2ZZ1cZU23oawO0LtAjrks8akIufKjJ4WYLg0P0zK5NS4Ml5sLVqU+t9okSACdoq/sgk7Rc8fvAdRpNhtJKpqWnkf4BhryG3LLaSAy/46ZcWzapeVw6ZJCxnYIYa6LVWicxQcPcvn9+TPX7jnwe7HFX7/q1HuuPnby0oMaar7qVa/65Cef+PGPfwStYFaGEclrcbjIsSSIvpw0PNOubZ6qSiU9VHL/m83ukA3TcvwwTmWRFbUH+iKI4qY1rcdDNDObKy2Tfo0r7E3j7OrWOPN59YethsmiNHQOtr/oXuX9qAX6LUHyrTb7hC1j2kJq4zy12koaA3v2sViLwKfjBysiJrBq2tvWytM+4IwbTdv2JnZCYjdEv5wWuRdHLI1uuX4U0/Q9I98WOkj0J6sisxnUmjmRrAOQIJCZCrXtIqVohMXPKUfpwNwSXlKourk0Oo7VSwReog2pW9XUwDml/5TC61QVRKVXqZKWqMoptpfYzVdtUeswDaf/6Ah7RXdOuv3OSRhCRWBG82pbMhVIKOEOm4mLZy7U7WhE2fRNWjHjCANyOl9jjPbjDhHmOBnJbrduNBOjk0S7h6NKPnpMlrhMUi+MnCBkofJyPMJUqUJ5JCU3FQrIVHY/tOBatk0bwHln9fGXq9+ZOU3ARym9d5RRI/yO6YlzwohAJm0naWJfNSz6aLNo0i4qqrMan7HfrLHPUONjBCL9mdpMed6Maz1rur2+ysVyzDXHh44ltWP28aGnDA+R7fm0jC52saCF+Lnvf4+dZXZHp+ijR26igz/44INgK9P9koZkfuRFGzyH1iVmIcuy6HHgzPlkhLlZ23i+7e1vo4M/dcPle47oXrTx9dtOvfOqo1psk15nzpx56qlP//Sn/yrFmgxqq3RHaAxjVs+kn3xeDUzWh2mXBPAIGdKqQCiW58OqkkJPGT0pNFuarjdlDBO8tBwaJCAEKbvJs1t1Hde03BPaJRK0IICx8CdlP3RgccdTq9XRxyiiVJhnyIuwHtIJnFgud1Cs0IrDSI9LgbOnC/osM3Y9Fh9whxYuSCBORBfAFbTksf+O6Zgu84xm0cZkda9uh9/L5fey/KBoF/Xsn/IASmNf+u4IC8lpTGTbLSpkVqRVpJ0NdmBOCSH7pIIwJ/gyV1oTUtH2gAnBxa6ccXqblSpRLWPJDZZQhvSBFStdysoNfAO5Bd1LWYpEIE1HIiPT75ysI8y+J4ssspVlvC8ya8xz/9nPfkb3mn5k27ZpWQlLkrb1ZmdSKOrKIhDmuqLqj8GKCi1UIFPvzugjlAo3jumyoymUduW0VXel+2QUYWp/dhH9445Zt8pkiv4ni3+mKcseOnQZowDKCTtXd9zyCKgL1yEZ1GPSIuMelab5gtSbaEzstr/P2LMam7Ef/Yw9MSKBfibNeOhtmFfZtadU31VT7vbw4SjHfHudmUolxh3w8aEhQ9CLVt7p+Z/tBU3s7/vA+1nA/PA1u4EwX3XwONOf//wLtsNzlGg2dtckN6s2ocIfxGqlECYnE3jyoTkHKbXRHhIsK6dOMUX9WMV82Q9PejJ/77oTbzt19EPXHv/jG6/46q0nv3PHVS+cufYrt558y8mjhw/0oeb999//9NNP0wXHVjcKQ9swXMsssnR9znqKaHR00yxDhZowQ7+PmunqnbzM4zShebJlu1PG8HLTCEQ6W6Z3VjqiP1nZqjOkjjBTIXoYi2XD7cdggECBikPOSGOgt20gJKUzBWFCMZU2FCbLlVtiWxwk+Rz1ZZ29bDoeF6zDkFBILqX56RqMXDHvtL0oarERj2MF4ZYsVyAuOrjh+ngv0HvrSxWgU9kuwjhEiY0uUW8y225RMYnjsxXCzHKhM0y62vTR2E9WpmiAQ0IsdfaWqi1K5lZlLEWkkcZGxZXo1HQpNyGnRguBUg2C4oB4i+CwSFTqzklUyWWxCGEcDEVxtB0iDQg0RS+63fTnBC9N0xS7FgXvazxoZKiGYoTXsx2mj1IjH8MbGgcyGR5XRVihzI8hF9MK6Ie0X+a29lGEWXcLQsql3elnMsHMEtS9UXD2gDM8BCfgU7nb3Y/gdgFhVgOJH3ZYvBmue16cWy+Ov8/IWY3P2E96pqCfWbVlxtP7LkbfUWFaGRVgiG8vAznEMd9GZ2ZHWHvomtA+PkjScmOJadP6u3D+AiHME5ef2KUS+TeOnQGYuf322x9/3+Nf/epXm80mwctcks+YiNixi3UD6Kql4i7nl2WbZiPJqpW4rWO7lL/118/i4FcfPrjnuG4P49viz/7sK0+975rj19dUNEdfdKHuOHaYYujX3vDGN372s589+/zzzvJK2GgWYdAr84156imEBqMkdf3QliJ1WYOXtPrzlOK4BBSXmsa5qVXvlZZJC4w8vz2YKWdFTsec3r1Zr5ITgm3szpOyHzqUzJ/QLWnWnI6dkNObrvlMq3mYxqbn0aLTsDgxCuLM9Jkc+xqmmMUxspeG58c0mXTFtVzm8+lKgKzXypW7cNm0RQ0m762N7xdVn0VsAsKEa/EEaCNC1xOQsPbJIhARR2FBQLQzvjC3sNVTsLo0Yc5UImeEmaeZkrifdp1pcobOOeFEgoiQa0Z1CU1lqFnDFAwZS4wNmsABSkWnUWUsaaVkIyRCQayBbFkCGN2qhp71+eN9KfKCc8Ks+QPStC1ZGPj4VONK80PZapyOaJiGJ50SonjZ7q317Q4XoE00NmbOfCqQSRdBdDxQhIXi9wBgYM5v4QSh6fq00Y4TaVgdfDud6q+JizKKQP6XsAi0WaAs7YmnBhCO5uksSu9xlqd+g537OrQc0JPO1lc7ZvbN/YxUuHeu7mioG2HMSzvQGDWAsVHjrRdrlersTiQuBzjmc3ZmYtQlKdtdgbWnfXzEe9dbXbTvyfPLKy+srP7p5z9PGOOVB4/vRgLzfUeuv/XgsSGcc+211z788MNPPfXUc889J5q3ykgCzjIB85pLNOlMR5hnzij4Snhpz2HensRf3HLlK49eet+JIydqRXC6vO//wPufeeaZJ5988vHHH3/ooYfuvPPOq666agry1K8HX/e6Zz7zGW91tZMmtPfiKic7pHc4Ji+OqI/bUh+3/QDefPiRrLOch1w1rS07Kumn9GtpltX317SCe2HY4D+fiR90brVFsa9WtKuRJAlI4nAqmZ6amwVhAh3RjOlHMa2nq4T3TIuABEGO7gT9Ip4xeh1CJCJH6SKjSPCyo7cn0majznDy+3bgOWVaSy2TVnMCnN0JJsUyGjvIebYczwm4wDdpldHZj0T4AoAQ7Z1pb269enKJfNYmTO7DzJK8yLpVKXnSkesIEz5rcCoHLIRfBnIFOmO5VstY9liBvEDeW6rlLF4BgWu6JiJsBmXpspaXQ3+mMpZl4OoqfijnNkUbE2/BPZz8m+vatYdOgN6lZRgEMglnsWtJkSnnlPkzk7uBMDVUKESJMVTyONxF0AeZcjS6m7RpajouXaxMflR/r6GxpDsk6dfQxOKx3HoKhE/vJ0wrX7tk1i714gfk6FMvOcz1vN2mzSDBS9pI0qdqdy6qZiwyivOqg6K3FjI4MJ2MVDvxtDpLvQMTlC4oBu9QRH2AYz5PJpMzsdK4EkmnYt/Hx7K8wHd8b7lpLHbRJHi51Grde/99BC0+ceTm3UCYiH84fv8Xjt7x/iM33HPoyuMHBrJnR44cee1rH3jyyU9+5zt/JxRmhpi4d12pEUyqkn/961+jPz96+BX0761HL91zsHcx41/PXPPWUwOtlfS67bbbnnji93/84x/TjEHjjTn7rsOWzZXaMA2kf/nJT/7229/+0pe+9NQf/uHvfvCDjzzyCBheQ69Dhw699eGHv/mNr3XbZY8ehyzpJHE3T9fGcRawCqR51rRYR4sQJoGPXoUwmYha5LRRIvw5vaMS+LBlD7OJZ0eYP600jvYV13c7MEnO6AM4C8LUv0mIEHQwmu5Wmy3LcQjIduCvQZCt1+1hM94uaZxEaWr6wartrko/5FBtXarzOUqoEzdHuurtuMstq+kITM0ypAbavJSreiIy6ujbXGWiephkeW+rvk1kP9AuyLxp8b2FA/Ko+PwOQ04vCwhFJFGQEFiJp9bHOfQeYfpp0HwC/jdhRUmIrdGHIhRniyIQGDkBiy4WtYylkMmF34H8j89u8ipXqWUhtRn6WOdBBktsP5qIDLuTVsr5IrHelzHi5baNQmS/85ANSkwCmSadNy0rWZqWxfwr++yIFKXnyrB7SivmAFoQq6MkjQVk+pL4lS5TwQwEpGlIN12PhmUkAuD6/Ke7gQv9P6XxZtkWXW06GXFjX6cbBL6DOLl0uoN19gXKalVKmAPZwrX1NYJBQZIum875lmW5QZzwflD1he6mqJd2Z4DN6yyz1mhAmY3T78KTjZXL5ES1zHoHJr0jHnmAw4XIWurOzBkzmfRrvj/Gx6dlmrbnmq671Gwtdt2kJfu5v/97RhSXHPjB8ft3D2EOxdePnXnislvefOnV1x88OoRtbrvt1scee+yLX/zis89+My8UW5B2dqycMzgOb7/9dk69XvU79O+dxw7vOeq7CPH3d1790dMnrjk8XAd/+9vf/vc/+AHNwG2+SizTR9eNpn2bedUqwwCnjLHx7LeepWt+4sSJUah57NixR9/5jmf/8i9T08wcu5Ol9IjI1L4mg7YtJMEurHygrO4EAWSB+2uEyCN43IGpeiPH4sCzK40Vg2adsO4pxj1gnZLWpH19yxdVAB1VfNItZubZEWbVwVhGcUzYhUAmhel5Afw16CBZlsSxx3VDj1DoqmktmwQL+ReK9jA/CGMPJdcpvV6KuRMlhuOvmM6SYUPd2vB8hyln7NOnuoKL3I2ihuO2XD/NpwHXkaW20CATTXdQDNuel9+kN2JWPu3FbKdh2bReEMicAi9TdvNOgfG2PAdGmJylZKbPz3/+s83NDbqqjrTNIx9CSxXswGoZS/F95h2uV2s1hDtP35We/gUOGWVebKBBN0v8MBCWSkjLomBXbuPk/rFYKOeieoQmQ7rI9c5DemtCmE3TMiybTj8W4fEZVWJ0nnCmnGQto6ioQ2vT+D5DOKEUHRvRxpEqbBRKM2qSZGkQxy3HM2m8ZVkdP0x3A9caU8gt0x9euLBJIBMeebZtZ9LdoQ+Fk1+UdmtF4eoM7UA5/89SD97ZRovmc/poKPqviTEQ9EZ2I5taKSz19LZue16QGqAq+V8xlEDXwdgqSa0Ds6vGQ08Rw3cOL7uVkBH8zRHTs6OVE/Swjw+ekVXDWmoYi639nW80P/ChDxKQILB30eDlUHz3+L1/dvRV7z583V2HLr/0koGk3MGDB++77z5CmysryyXMc6un4Ktf/bLAy5e/9sbfpi/uPfHvXxLzPVcPNBsc/p3Dt/+/r7ztJSxl/8xfPCPib67MwBvQtNRdUp3K7VcH7NuKMtfBT0G389fPPvu2t75lbPX8ihMnHn3LW/7mr/4K1XMarjQHSiM9Ha0U3WnWn1xqGl4YFTXVFzyVNNuzIo1hnRXCzthaNqFT1w+yvI9Oq/xS3rTtfePyF1XMNTPPjjD1zEwDMk4S03EJQ65YtuESqIxiAS227TYMe7lpLvE6ZTRtx4uicpy2OfZBKtc6QY1TnyHnThUV3SOESbFiOQQmLT/wojjJsjhLnSAk2EnhxXFnHu8hLPehKhO7qMug5tvrzeqSOX3tAy++6bjnm0zJN1zXn4owCV4KGbycJZ9DtwNMHEGYrAhEf0VomQBezililbesdOeQsfQhiO6JuO4kpRfkheAITCCzhtC6WivG9T2IkJSc7eSMJc0SNBo8oScARLkCnOi9aLmlv79w4QIdOqWNtu+3LLvRMg3DcLnpIs5rCZ9pa7141syFMDVpvdICnQlhIuh8lOBnpDyyOaKIN1OOR1soAgP135+OMBH06UC0J2BP50N3DVr0dNFYWKyORiqEvJDOTP3cCXqsVMvWWT+WpvhzLetco9W07FQ7YOLdq03reMr/Dp4RlUtUJkQ7rRrg01WFiUCrAQzpz+utpWa8KnXQSul0pyHZdQUyyz7IHJvJlA5MVQuArhe6qWmw0daraZrLzdbQitxPAe1g2aU1/ZS0533x6B17hTCH4ivH7vrokZted+nJw5ccrCOcO++84xOf+MT3vvcdrCM338wKSF9/18teffrl9MUbrvj3jDA/df3lxw72sffJ37zybf/p4T/6Xz5JccevveoS4ekbpoEMgzimcRe99MxnY6t4GwB+8tTL5nFg50jrzpe//KXXvf51fahfA/5XX301/fvGN77BdhzDsgIBslJh5BwjIUw3YOOJ3iDCpKFvud5SUxn6DCHMF5ZXCS0QnEgH/aPxkNJGfsUw9xxT7Uc95pqT50WYOleQl0WQxATzlgxrxbRXGFga5xvGuYaxRJjB4tmS1qkOUpRjtBz7DtGT1DhrI43ruWWnTfgjzYswSW0/bDosZLRs2PLuFp0GfSdME/q1ufRVpNrbTiAaw1JeLqBmtCDfH+YfdcsgiegkCWGarutFYZhNrJInOXdgEuqbsVJfR5hQNd/YZPUJeqETUul+MNfbE39JydMKh0hnLMe+0UZlpyKorwDGkPJfpa9e+ZXD8r3q5Bx06hFJavp9ZrKzEWhESy/X0dfXaWvtB4FpWS16GQaXzAPlOTWtsFhhyzEc860QpsDLWavkdQygO+uSNAF61w1O9BHQOVlDmNOq5Ai0y0oqgJsGoRBFSJXZZ2EoHKhi4CP0FtOZqZ93neQH35PuGe3azjWtVdNx/KBQgiED745AVlNnHVWGc7vPSD2XuL3s5bhZpaOHHLe2Rqx8Kw4yFaKu/IzQ8wkdzkXVx5WG/1qn3WMj+7Z8ukk+5rzpE3gJs5swjsQta42GgWVbLdrCt4xzq416VVGv0S+stJ5faW4bZH7+C39OaOGmg8f2HFiOxpUH2Gv7PWd+66Fbf/uyS1+hEc6ZV5/54he/wF+cfvmFz//a7Vczwnz45NE9x4G7EU/ffOXVh/tI+/qXnX7PL78T2BJx169xq8DTX3jaEqFx0QNZQ0d9jWU5PKXLllDN7aPTvno6ep1mq/HHf/xHd9xxhz4B3fh57vz5VRmWXMekLxpNQEfanBqOFyUpumv02krfaVku/XRof4T/JHjpeH69yUrPDF2W0IzpEdhzTLUf9Zh3htcKIbPL9ajsd6d0okha0ViJqGHZq6a9athNw3IMI/bcblls0JaExgwTPlh+U0K+s613R76FBi2hEDeMoErEb0phOXYQMrtnzvVOsijsR8C+bPKCWbawGjPk7naw5DFZKS5SO/CWDYO2Yy5t+whe5hMVilikSHKYM9YlhxAmvdCNKespq+rnLJMeAgrSmlt3q5nlI6BbFSQXKIcTCIRcgbAq0J7vwSECRpNDPAvc5YS98Pg3CD23O511MTGH5LJt2y3DbBhWi26i6/mh6qPrc2eqvNBAR+VsTZjaZWCu+vi4YDHwvKgytAIvRRNMKTHKe3U1xpjOGgNW544pITjQpRCWVk+cgvk1hFqrz7LTzkz0P9cZdjQ+wyShRwlWrZYXxLxGtCde4Vr2eBYsvdX56B3uwkh29UymH3A3iHRZpxj22CDXO9V1x87CEaZY2A9wf+qZTGxdsjwL5CRD9lJhdxX28fHcRqu5Kr1tL6wMYMgRhNnYBsikg7z2da8ntPDhIzfuOZ6chDCffN1vEIzc+Nyv/cMHX/qpN/wG8CRe//M9L6Mf3XKS+zDfddWxPUeDi40Xzlxbd348/d+u+dD/+XgdWyLu/q8M/z73uc+60s0urfXMDqPFKxvMB+rFSOctYf41CWGqphHZIv34Jz/++Cc+fv311+NkXvOa10xSm0QvJYFd7l4TCRRO3WS5G0RSIh/f48G19SDMpXuzPo3gKaZVo2FaLxAc3WtYtR865pyNK+3lXmd2TciNyrqr7LQJ1KkQjZc4igLL9s6dD5eX23G0Lr3B3B7c7dCkS4HvbPvd1Vv3uu0u/2VOb1rkbAFAYEV6Mrex2ClqORdDc7i2IRcnYKzYdjcm6uN5u3CjoOUSBjZbBFyTaBKdnLGl8vHhmtqM7zKKMNGNKa6gbSlG04dB7TWHOOpcJCZgALoUqhexEh6sYFUb0EsHqFJDRUndI0fQka5sIIxpwUtcu6ejiZWkucqbYqthsp4mvVmpfRh7fTkjbc80I1bUWuvbyF6OgtW2GOwGUWx7vsVNAC7tSKTfNcOFrYPMKde56lDKnVqHA4FM5nfIBkfzfUY/zk46M4cUgeg06Mk1vYDg5QsNc8V0CNwT7AGOnXi5quzxLP0AWzwgU/V4t3vYgUymLzlnKHRhIwB4WRlrKtQ9vKPZGcikIGypEKaATIUzpQtOkzGhLQZGnqihdpHbtx1ntdlcbrbON1ovjKzLtSp5g0DmvJlM+sPnvv8DAIbvHr93z/FkPV576KRGVkCY9Xjidb9B37//xt/Gf153BSPMVx8//KnrL1+959+Jd+Rf3nbysqoyfeo3Tn7gP7xnFFsiXv2rd9HvfOYzfwISokj0s2swDR6aWEYrAuKqQLixNodMKl1V7rrYJSG++73vvOe97/29J56YpDYpe58GjdgV4XDSTpzwoR/GhuOdb0xUQhDfUgKh8VDFEE8xgQo61NinYD/2KuZdcXjq60wslU5cGmB/XLEA1NFo20GwIPCj5eVoeaWMwjURM+c3ydKSMEMQ0L+dNOnSApqlHZrVi5xQKqFFwoxr0N0azHNucSZ9pkBvJ+rQ2N8xcIXsiaApgpraHGf2I2tu7JooFMVZYrjOimk22LLCDdN4rC+5yl4SSC9VlmPGtxutkv+M1Sc3ad1MsySQQjYhunanmB2T6H5LkH2UAnkASrXS7ZmuBjP+CgtYlSozzT8hrC0hr0HrLKG1pqjy0nTUaJm2w2ZAA3wThHyKjQlOjpMR5lql5a5zoaryOzu8ZLox39DMC2PbD2zhag64//TqFe0BZ3A+55GLj3vnui6BHrprdO+QhbAdO5FU85Q+ge2NdjzvuHd85budME1XLOds01w2HdsPYRO5sTHTFa7pdq7N2yOqezB0tXp7T+7kT1q5o4pLrEhOcba5aoksKrV/pZy2SIQJpo9EvbdTd2aiCaSyKggsy/SE88U2kd0O7QrlWTBWWKF6KoWccOYIwtxSrYXgwQc//BHuYLz01J5Dynr8yWWvBLK67NJX3HnNy0cRJsU/feil333fS/H1Vcf7BXR6HT904O7jh3//uhN7jhK3HR+59rgqSb/i4CP/+aFJ2BJxz6/eTb/50EMPwdgCRpzw1KDRNeaJkIIaxmR3q+oD1q+OIMyiQw9MTmsT7aVZ2VKykcCTZ1eb9O9ojpFwo8FKyp5hu+D4TBmNy03TcNwwiWnt63Tb9X5sQiZuEEw/wn5c5NjGPExLTndmJxGdwKThp3I1FdWUwSSDzJxAZh747aJK7NBc6tiEOYOz5yjCJcaf0dJy0mqVcdQpkYnM2gQ7i5wGdT3PufX5bPZJBztZkrB3U52HbWgh8gvJuhlXwDripcWCPpUXse+VOA6wKVqYjslhIntJj3AqFHJlZDnbadfVisD0EW7yz3prPTR3xaonZ47sbtVvCSFrJeAPT590ZkXr8bMWW9vQtY19n7N/FYDnwoyUjH0GmY0mgcxVgzCmn4jFwyivZC6EqTk+CjYjFyo5xtnr5kBTJWsCRIbLPj7SNBrX3X+EBl7WONF9eEmjYpSRTchKmjJcmDXTXYPONshTuvg+FmRur6xcR5g0Pn0x2zrXsgheEkou2lIFqChdk65Mpwacav2Z8/WI1jhH7d4umB0gBwLifFnmUQUyo0h5m5aylZNP1N62X+T069MZ+6OqaK4MnlzXZAMCF52odG5c2Q9823VXDWsLhLnEIHMIXhIAmM46p9X/9GkWQvz80dv3HFXW45ioZd566ndGgeXY8D79kj94w6/fffrlR2u9mp84/YuKML/+ylP4CEd+5/DH/o/fnQ4vKd78X9548BXcqPmtbz0LQSf6V9qVXNrIjHniRABEbXx64zXoBn+fESbBS1qYoyxxgqBp2bqdEjXxhumstMzRHCO3Za7SNN46JxB0ymhkss9K41yjudwyDMeh2a+oKhob4jLGkh37LpAvpphzxVGqcDT99WZAmHCX0/lz+peg5hDJlMuzNHsXGa229FPaKxHmzBwnXl0Nzy+F584TwqQIzp2PG412HHPaM2epoywIct8rfJ++Se+w217hk9cmztCK2CM0kCOUy2dxMK8QZre71qX1mv7S8nzCS7TX4+Kv7weMMJO0TJHJBNpE9jKTRMq8FcO64joBzAsXNijoC/pPbih17bzIttw7DJGsdd5SbICYwoMiY0VVmKONc+z1oWsbRQGaNtM0FY88xhtZltF7NU1rqWlQtCzbDwJN+K3HXFVynKr6w41aLnSe4+BQzLn2/AZh3yhJs5xV+0ToOxArcy6Xy7CvVwQ2Knf1AUa2zO004ccJAVSx1ywLVpTa3ICnHgSoi2KS1/mOECaYNVnJ/PHzhk3w0vSDeg/zFghTMOoQ87quxj/zmczqQr7DgAap2M0HEIugjUFlKDCTmlANInYmoceh6zPtIFIfp1nF8z1+eGn3LS6i0BNgUrmorK8ac/v4bIkw6ftf/BKr/Zw+eNmeQ8p63HXocjqrSw9eUv7pTPByKFqffAk4QV+77SQA20/PXPs/bjv5xHWXv+OqY4+86NlAjXtOgzN+6BWHxnZdDsXv/of3Ao7ecccdX/vaX0kPJleIYA8xtgSmNBMIYWLV3mr2QFWdVvmszIMkIphHiJHzliuN8022aKRhStG0nKVxdfPv/cM/zQtdpGJu+7S5pudRVLXpEXX8YLpa+35c5JhzxZkTYepqcrdCmBWTor/0016qW/I6y26A3PjBHXq08mYpGwSkHGUcMZgMA9ok9bqdsqAFIIwNI1peDs6ei1cb9Mu77RW+xcfkbFubMI8k8Xz6l1aE7gwO5uoSrTHd3ouiJu+/WrT1ayl58ZjgJW0Myw4/uRpnZoWIM7dnUiiqx1YI0ynbxZbwEuzaypJb5S3rmpkEgZDw0TLs29aWYZBZ8Vwkg+fFrL5YyAK7lrPZd0Qgc7nJ/TyW66VZpiU61/oO5rMzfcZ462wjF8pJ3bIMk7ThuE06K1Eo6uejoPUdBqJXH2tPVd0539N1+VoXJesMiKi753PScm19jWWL1ntQy6R7OtSNqZk+azurkosgHn+WVcsleGkFYZyJW1a/CWoiwsRHHlvBn8tRfX1OF/IFPM6D/R5Q0adXZXc1E7yUFFDZVg2W48fJpOtTOw6Xy6UazmrY8nARJNjEM8t2V55ruc72VNanVMmBP9/00EOETD5w5IY9R5U6PnbkJuClzzz069uAlwg0L15+6OClBwakNen147uv3nMMOT1uuozJTXTe7/+lx7aElxTv/6V30++/8pWvpCkUEv1d0VrHPnesz6aa62jalLTPbGt9lwvl7YK2ZLLf4bL4isE7/5D9J9hDhBCmTmzquES8gX73wx+Zd+ie4+NzG6eoatviZt7a0nFyPy5mrOuOtVooaZGREFxRqm63wTVLVY03VIEPgQZgNu8Rrll3DYwGaZ7c0Om7qtWNy5Gi2oHfXK/q6eviJyM67et8GpL0TOLEsqKVlfDc+aTR7ArCVEFnddGhpmqkbJe0AIFgTqiryLMeQObUPxQuUjvNU8vzWKRIVKwtWtESWszSvJ13+PowSs/bBYrjkFgfvQtbxliEKaqYXc/vV0y0a6EeDBqhAXJAigf25b7Qb2HAF9N9SZVy9YCK6QSvn9kvL02DkiblTXeSxKIMz8OL0A+t/TSN0ZzWsuywsmus831mdTDfKtc3O8Ik8A8FA4KXVhCUUtzX7KG6ZqY2RQIwHj2lPl+JjQu7eZGB70MHQg8tXV7WzLftNE3HaLlXj+S2mT6cd01ZQpbFviyX9k7twX3N9hDm7LX7mif44jswp3x2+P6w0BaMAOSlnTpnQJgML0F8aPMmehhkdmZDmLiMhDAlgekURSGbkQ36S3RgGrY9o1PeXEHL9Pf/8UcAXX97/DV7Dix1HBa59Xuuf/m24WX41EsuGXldKmI/py49uOcAcnq8/orLcMKP/N9vmgVeUjz+Hx9FAhMd+NBQpfkHYnQ07Yxf0WS+mpEnWHdWJYS53DLqbHFauYpOSSDTEkdIgoL0C+LsY/z5l758/Dg3lG5vlL6wvEor5j6750UbqobVDwiy5fDJLSRXpiPPmCScSXZuXZSy+qNRsCKQpA5ASpGL6Zca67VL9GcCQWmEiWyn/LnKvfAvi9ek4hSsdbnvj9blKCrjiODlurDLmYFOJyb0nz0BmWABQKWcsFAchQQyp3ip99fxDpsf0TIh3DrLcFwvDit42YZkxBoY1mUOifXpHpqTYhRhypnTatWRNI1HA0DV7isXRwyGlLOVkbzEASUMfOkn5F1wzNVe+gjoCdc12QEV0x3XNyuCOWeJRagzknZEFvGkURslCYHMpiH25ZpX3qvFDPBylBFT74Scq0qOjDRtE+yA09ldcemttxaIanflji0G08opCZdx6MSqeZ6ibBdoRUAii3toe13x/bSha1fzo6wxa3agVhQnCW0hDMeDimxWFvXqth4tk7LE46vAM/OP6ivXbnB8pjzOKM3z4ywCQa6Yqm4PYZb9TKbqFtAZzrJTjrnpIyidtiGWbTnC84JNJA0YOh9WWW+Z55h+u3h2w4c/9nGmYx86+fjh6x89fPrFwCW/6SAb1hw7/Iptw0uKb7/3Za+7+bcfP/Obf/LQr9PX5pMvoW9ecRnXzR97ccsZffAaxe559X+9a0Z4SfGeX34n/cmZM2e8SmuddqMotE3qs9pQakXdGWcP3REnvpCMMM83W7YfELzM2OWXHwHCmbRXDeOEIChCDCLd5eb2fR6fF5C5r1D0oo0+ehRISUHoBWozYnhHIyLBd+hrCuhj9wZ97dGDURcrUMobvXY/FTkipVUhTA0vu/WDoMG4DjJVpbK/4rCyt1Yu4sbkMu+kSTuJxRS1PTvHfFFR09aLUVOTbFt7Sr9ZlZ9hhNk0bVosDK6PB1Ifz2gB0hWKjUqtBbdpe8pIgwiTmT6bmwwEi7IUYXAPq2dHPOwEWCay1Y0qBg9zeICIdMaS4GW3156EHtcHvH52ytGA9jjSSnQaJZuO0XjgBZdOjFCWZVmu4/ax1pwIs98PWcviztXPKd6RJT02YholLqiVM5o+ArCfdFaUYqsRaW4UZ6fLgiFHHZXV8BgLC0uLYMb9AF14HsVxouXxNd9nyJtmG4FmLVYRiSLTZYS5ajv0HqVYa60N9LpMzBKP977ZSqCpPlHwZqfXhrbVbiDMscz9+niLxJ6JcaanOOZbuocrxaHafNif1qpQP50BYRasUhvx2K4QAt19PiXfMx3nfNPYiZr62Hh+efVbf/t3N954Uz3Ld/ehy/cWXn78yM04k6+/62U7QZij8ZOPvBRHfjELGX3mxitwkte97PTs8JLisV9+O/3VfffdFwT+mrywT0dfzdg+qz7fcEZFkYoclBc5Tc0rLXPVtAhA0FyhB38hjAvafRfwo2xzv5AfRobt7hI3B/jz7EqDOUT71fO9CJot6wASGBJOiPCTApUSLUlM35AepKF5fhRhanw4XeJgHX4f6wpeIvNZB5ntWiK0zyzYXBvQgoYjAAGZJM5sO1pejleZEzQXx3wxS1WVtSPkQ9cUcKwiU098iiFrQ8+a6/uWx9lLgpdRnmTtrDso4Y4VX9FnettRd68jTKgVEUSRhkb2NRYSQciQMo6U6WGgOtBoTNAQobFCuxHAxW4tY7nlXe4uSGdGJ4rpxMRTiUWKYKROF5nGKoFMtpV0HWlXK+aoktf9IisGVm+t7k3TnZKp01FyuolrygTGWq6XQhxYH7M6gtI+kkxm3VOGrnksT9kwgKkywxr1SU8g69rRHSSoSeNNdFk9nWHbOcJUGj6iXktvtmKYZxst+lyWJGaLdrm23puCMKf5Ks6MMCV3LfCy116g0PrQMzhpAMNBgMYVNt3qcZB7lAnPbizI1LXvsjOMMKtkZqnhZdneAqyioCk2uzbd9AohBDTI2fchDJZbxm7Ay//+8CMPv+Ut73r00d/94AefeOL3r7uOGeVv3FPNoqPCH7/vhu3XxyfFm29j1/LThw/tOYycEtcf4Y9/9LePfvp//b25EOa7fuWt9Ievf/3raQxDCRNd99zONEWGd/LOa9Jz1OnS7BfTvNwwLdNxc3H7qgMDApmcz6yCoCYtKLS6LO+OFw9q6CuG1bKdfQbQngRBR8mJpRpqAmHqBGbOLX8Z2sYgF7NWrcKj9W6IG0iNe6YqmGbsapCJ0FCzXS+4V+nQTY21an52jDDpbB07PL8ULa+0o2htqx7IXYoN7fsjuSm6bpWm0HAms88l77XzMg+TKIjDKItFj4gJPnVHyw1Vg4CL3xyK9/W3KwcRJr3EHYYTNbRgWZaFVFgNYSo6rcrbsFDV3F6EmjohrOTtKBcNBR0kTWnNZbFxOmGxvKQDbtAHoWtO37Rty/PcLBe7mbXZPH0GHcnVgOwN/HRqpo49KcBndMPI9HyCl04YtUUYZNoxVblcuWNz40EYJEohpxjqq9RdIqobU9zfaJuwuXmBkIorTBBx6BBpoNkg3BYjuad8yQlQmeIpfN4wly3bcD0aKBkhYbGhnxdhbrkx0bFYFrnKiHZVO1Clas57VUF69cAvFJo8DqhJj0Yg3bNxohxL1T2qffxKL71aSUdAZj8YYW7Rh0nvG4qSGA1pmkw0QqB7nWbJYp3ykPP52+987+qrr7nl1ltbhnHu/Ll/+Zcff/e73/nnf/7nw4cPE1B55+Fr9wReErhlSsjBSxYOLykgYfSha4/vOYycFH91m5KXf+xX3jEXvKS45f/jXPRHPvqRLMtgDey6Lo2fLXmdsy0rWMh4fqMD0pbHsLkr3nQ9lhKqdDKnjP/dc3sU/UyDsGXLdvcR5p4Ez5BCMZAlmIlgwJno9ENnJiFMAFHt16Z4B+sDTIp6R6V0Xc6KQzRY7XOFxiU2gTMrlxa2d6GpucMraVWto3cvsiLwKbpFvr4LGY/ZFzKk1FBchsjt2Eym4kp3GWHGeQJ4mZU5wcuOlJ77K2PF1BM/u+3ASzpaUeZDCHNzc5OWQzpDxmW2TSfM66a8C3LXGAlivsPYcn1OrezNCid0K2r5vOrrYy8vdAurtJInK+8aSsYEBdCXSD9CR8dM/ZMDjuTjknKTq+0CLzt0mdwogjyR4QW6Pt7fQ/XGHZO/YEBSVJqHDOzDIKrUROt9lXpDJ/fRcWvK+fTx6LZatkXoFGZMszBAZ7hryoObc7PCXWo47pJpLbXY1bRFpxBFtEzMjzBnRb8LZJFj2ECJyPM5hyMvehwkaPzXQmRjHQwh7IyUp0CnhOQUqG3y00KZPw6BTFk9GcFOBZnDHREjQbsPphpJxpI2U5pFDm2xJEvpRixqOSB4+b1/+Mfrr79hlAhz2223fexjH8PXH7zo9pHPHb8XlO8P3/ubC4eX337vy0DN3nMYOSXecvIoneQVv3X5vPASTZi0O3j22WdFXF2NH5e11oudPFCbfYYv8iS8D7Vcb5nF/5sN00rzTPtVjY2iXaR5SpPlkSNHdgPeAGGutPY55nsWbbRUrSnet6RTUuzNhdzK+30gDfmOwkgbSoZI6ah3BQpWPn1zYMsp47aW2+R3kWxAgYYl1C47Kg1B83MfufGa2GbWuTj+sKI7J+nLvFcWwga6eJ2ZqpqpWD8+GgzaWPrXhrv7gO1zutJtxpbtykZBX0ag0LZyWpxPoah2BC5hWGye4NUQ5kYBL3KX+SPaiFxjQrScMVLawfq+UdM4KqV4vXPwX13hiCZL8eYu6EOKzfp6nCRC/HUIMEvKdzK87HsadjSbZi7dS4ETPBSjNGu63ortEMj0aKPQLrXfzdrUTkWNx7C/gyo7g0zpTOCdXZsTZXXmDi0NoDYDchDCZHXEMHQEh/COoLeAjF+/Qq3IKd28LL04brHogXm+aVAQyMykE2B2hDmX4nrNi3wHfqyKtlbAgSuoMXcw7GXBZcOkgeA2DBcun10lJ9XnmCPPj0wmg8xuu74H0WLpHJMRZsUxn4wwGRJnOB0xG+2B5oMq5wIRJrKXP/zRj2655RYCJG848+v078GDl1x95cvvvOk3z9z6m/SfJ06c+PRTTwFkfvTITf984oGLhjBvFoLPqWM7IvhMivtvYBPzmy67dM9h5JS4WRSKbnvJLfMizJtfeiNu2Z133kmP3oULm+AGijPUGK31WR+rzWpmk1yQZD/KMIk5VSgKqzQsY1pNJsNLJZ4ZR3/2uc8xwj9wYOHwZp9pvuehWBjoS2ctohwJzK647zHykdRKfY6tuDbdTqUstFaj82zUOOY7DMW22FC+OYqUxCUt2PVy2mdIdVyxM5A4ElfKMgoTw0hNs5MmF7MzU7fMhWEI43KW9BH3VaB3Lam9LiT63jDvfmD9rdbZ8dX2WYL+kFAuzSqWbaGbCwiTFiwhmyg6M1olK+iLnlJVl98hYtG1csZL3QX01OEK0wlnWYKLHMWx7ktM0lTSUjYSyFMcFYGO6to+s/Rb1kPq42UgipGrthtlWacmJFVxVWZBqpLMRDU20kXzME7jUhJl+kGj36SfEiiiXytFfZ1e9IREAp/oI7MW6451IzeUYkkfFmrzKT+KDNdbalkN20WmYt7s5SxjWLPbdoIwoaAeRlxo1v5HdK17U1/0C3Q9Y/YBZwhamwDXKlmDnC0m5SWdMBn8hoYymVCbn7TOAmFOgZc9bgTljgjXUyxyOjeV1fRcrpLEi+lhoyX4Rz99/lW3387k8dt/Y/Ub/yn57i9f+PEvIbLv/zJ9/8qTJz/ysY9/4Hc/CMRy/MChxw9f/6dHX4X4x10DnJ+67Ba84zcfXTDBB3GY2xsveeK6y/ccRk6JSyWH+6b/5/XzIsxH/vNDOhH99NNPb25uwM1nJwiz5hWiBAYL4Ynbvr/UVK7ihDAjWuymtIh0yyRPTddbbm2fSz499pnmex46TwU6OZjkuSjhAF2IYFFWV6Lb6GsT1eDlrskgD3CoK/UkMXEr8M1Juj3IZxZhEK2sRisrhe/3ynxjK+2gxYbmokKWnIFmqPxuBGip6tv6+hiuQZ8JpZRIi7n44wPUkh4viL7v2bZlOzb0uoEw6TIlSSJ2OWOUKxbLBB9QyJzBiWy2Y/IZMsfHsZHT25BXKWqBhmmwFSZ8wEcr3YMIc3y35Ew5TJpgGWGuWE7DFj2fIS2veQ4I7nAKuVHJttHeJJXWBQUyBeGkQvbhJJt077OJ5NqaYA922GyL6tROHz3NeOoNaNF3e904Sy0/WDZsQphJlg1/hKkIc9bmmZoX+TaUMKu0eU3T0nV9YYLTadA2RLQUxDZVXvTFBbZ7Z8N3ei7oS8LALL0iPZDK5VMaPLD5AsgUXr8fykNdIpM5Ljs9FmFOUWJXg5PHZ0d6bu26kiHdcc7B8sAIHc9farR2vhC8sLJ6191sXf3q234j/34fWyLC536FfnT11Vffcuutp6+7/u3veted8sv112UHDr7r8Om/2QXlzBMHOH135vTiCT4UX37bf+Ns7YEXdYncve86XOR3//IcTZh/8L8pQtCJ3zrBFfYrrmDljfU1eppYOMQf7+Yz+YHStUWVupQKOFe6szInMKn9dIDrmEueTUOYRacM06Rh2fN6Ue3HL1BoxUJweaQql6O/kYAFAU7a/teN/+q8njr3dodr2fQAo1OEXPKqVs7cUqRYAR5GWUXqVAk221bSauWO00ni9XHqsrsX4D6jjS1lgZEQrjeQKE+ypM3XVjKWI9cQlXFO3pZwqWOyw+ytrYQNmEBUZEkas1OhkE+lCdOJhC8AhAnlClq/sPIO1d8XzQSH2V0XILM3G9djyyssrXoFUEQURbQpQqqHrrNpmRTi5Z2NZ+v0q+QqpTwvvNSwMM4yglsNx03ovfij9YU0Z6mSDx1NydpXYozYAqAhEKY/NPjplnElt+L7ECiiv5Rqr0NjZiH7PvQJY7+pxx5NDkEcG467bFgtR3KYM1+o2RHmiGL/vOQyVBACKTG7WtuKxoaGlzQgdZaeSWz00002IPi5vPgXNpX7CRTX6XZUtqQ4vbZqnRWQyX2z5XC2HLqXk+vj07KXPXGjoHmPrSEFYdK70ghn1k/guzS8HXe1xeYpO18IvvDMXxAIuf7q346/8ytD8JLC/dv/i6nWp68jhAmoc8+9937ik5987evfgLjn3vs01HzDpaf+4uidAId/c+w1jx4+vRN4+fClVwMBJn/0kt1AmK+86nfo+K86+qIukVOIS+Qlj//HR+fqwLz5pTc+9F/egPvyqU89Kct9j2ZI6JyMdfOZPM1Wcr7SHcepyy53GhNECOPE8nzWmpBeR9SmDceJ83QKvKSduM/KmeY+vPx3HJvauUPpESU0D7c7IrTN/t+p5kErGo5wcESJaCIpeMhrb+drHJeKWGk8Yx2tvh47T79tNDtJN+lY71Q62XYcFb5XBgEXyittdqmYXzz1Znb8EWMOsQsMfc5nIjeVVdp6ZUWE4bY3YBKYRSoHn9nq1ArTStMmwcsoFq6R9PWBFONIoRBSirSM0qpKEEV6uvKxLn6DTPDu9mr0A3ekQg7dReRFEboSqnN6ohIZ09LcMgyLWbepYrSNRXoVzWfeDsx6pHluuH7T9WhjTjdubTDnv428KPZ9Ui734TxO/wkAg5q14m05Tr0bk36NEAhtK9qd7SimTrpfdYxHI9kJwoZlr5iWUXlizo4wZ8xd6/x5dx7X0WpPpzSg4FQlly4nbPmzn/98Y1NA89oa6uA0xUGlDUpcaHmlEQAJLE5sSt+a4DrlJ9WuOmz1zAmFUlH6GhYBwJPYJ/vI11tkL6sB2eXetpxuJT7CmrQp0NNqWpZ4kfvb8CIfDck4rdxzz70EQj7/4V8dhZcUxrcYYd5w401AmNeefDlAyzf++n9+6S//6j2Pv//mm285cODATTf19TPvOHTiictuOXIJO+UcPXDoscPXbQNe/tOJ+w+Kg897zvzWbsDLbz32Mpztl249uecYcnocmh9hPvG/f7SeZL7yyiuZIcu6EDmG6ywIs5+0BJ+35iNQdApaNQg0WC7BS0vvdODmY3s+7bUnIcy8XURpansBqupT3Ev34xc6NivnDkhiohIkvW3MKG9XfB+tiI7oTfYqVfpy2sRnhxkq5OLWOiycJQxrjTCVlpF0wYmQzvgM28Y6I+I1WvE7bcBLhktxRMFyRheLbF6V/LriWF0kacogUwScBfn1qQYgF/BK1+uAbUdAUbH4Z7iY/bo8ZKLZZjHAwkeAJM0S8bB2xDa9I1JFvf+fvfdwk6M608X/kXt/e+/dXe/a67RrG4NNVs5ZSAQFBEZkk4UsTDBgcjBgE2zAJhgQIDJKKGehhNKEjpW7K3acaYH9/L5Qdbo6TndPSwO77uc8Us9MdXWFU+e85/u+9301VD6hqFcD9OhzigPSawc8o3qXopsuLUwTBiguNHy4vhTexwEFyYrFGuxMx6g3m/vuFS37QtY2wCeAuyQNsKBpuy7sp3yyncZFRXIhRfZJcB9FTSnsHx3JVRSZh9vNLFFSBshi9aCuwd3PtxyjaNICNnf5TmXzOUk3+iQ5IiuyYbitedwECLOibLv59/JY1FbJLvd/Tm3rJDJAVcRIkKGY5Akvm0ljltlQA5oPOQjwus8IHkO4emmUAqCyXqFRAFsDnueiCwEyOREvHMxROyLobBSBzZUZ5SH1y2bwMuiTsEawcIVoENvI83VmdD0hSTBMyJremRd5VQN4+dGnqzGLOvX80v468BJadM13YIPFl166YCGWRC6+6Bz4d/qMGaPrvRYvvnT69Onix7GB7zfgzAfaxJlLxqKFzfRJJ4XgA23+NAxgLvp6c3zCMcwH/+03bRVhTj53UtXdge7HWs2tIEzOBRTJ9znnqxGGUaKfHI+QC7noij3ReEJRYRh0YNJugDCdjKumUnFZ7UPieQLaP3Ll/y1biXX4yb2FI5Y5DKZlAr5PbpDK+314GZhCFpogTD9i06orXAs9HClFuFzK+eZTubIxJflUUt0aY7AhNXwQQmQznqq6spw106e+MrPEapmUp+AJDv6V6EUCKRpVixm2YzmeY3u247Fs1BBITHhes3qezy0ipxiaZFluCK4dKqsrqmKiILmvXKGyNlq2oTaafxcoZd8VTNj1uCjvU6h9woU4cQKNm03LSshKQkK/8uZ8H59I3mkME5OtaMgL421aMVCgCiCEX0k70HlcVIBMquOtcO3JF5hlrMmobQywx4JrilioNAhLGLqnaq39VgetQi+IYCGAtLiq9SSkKHxHKuW1gzD9qx1EjJtkOkQMU5CM/HXrYJhUWGHxyeU0/GRR8SR08hxcEEaJA+RdZaTTsqpKMr5IjyjFwr8MEbGSBDA7+TOmTQtWDUW8qhgfxgy1ZTFwBQwpuFR8nAhr+XvZWTLrUfQyRymWOghziEtE5dnwtOq09qShuMAscvYilxQVZueuOKEc64/ecuutgD1efujHdeElNHPrvy9diHTyCy64YMyYMWHEMm/WeX964Cf73/1ez8f/8dDtp4vfL1q0aN68efz+5oXnVuDMiS3hzFcmLeGPrLrzzJMBL9/41Zm8/x2/mNtdNHjllAmXTxm//rLZ3dqhqMO899t3toUwa/E/K5xwcCPfuFpbhC6r4pZBjQfOv+iNmzZFPzxK7jm9MdQpghWa5aIdeQMZzIztOoquxyUllpSjSTmSkHpjyWMnwfn0H21kG6AdciHBAGYGlWSywkFSqF9iijwoUSNZ9SxTyOtmydnfh1WMWs9tNZndCkGaKRNkmnK0c1FTl6OMWIs65IioM56TTKb7+s3+CODMYna4mmAdYCGYZXg+IgKQwfASrnsencfRsQVmFgBLFCLSMxl3yGxyhkoaAGYIeMn+njTT+epDxEFG5gLsnGjjOcoA+gizuTZaKdB7F0hjmBeB6SqdVdk1anBsKsWB86hzjmDRdT1JUZKSxClm4ahYF2EWA5TeAbxEUkkRJTENy05qaEdOljed7zMMMnlS4K7C5HFW4ISnFG40dBKSN0an8hIlduHE02YaLgQG8RyrOLzaY6F5XvCtiPK250YluSeWiMkYqfDYBb4tkMnVpJVeXfW+NxcIR2REMUmFDkPos36lBBZe4hqNdPgHOdMNlwW+GFYZgC3jkpzADJ4hRAYCNeA8r6wZcMISTKUVIPzMTwoLYXkYyUT4Cs8Cf3uoEjgdIMw007J8SczKLHlzj0iBwOHKwMNL/Vmj/swschcGingiGUtK/fFkVxi46zZuGo1K5qPcGoJPXZCJQcWp58+fjYnye285o2oz6bNvP3X3T8eNQwHzyy6/fMUdv4Y3v7/hrPxrpy2/9FyBTeeOmfj+5KXNEeZMIvhcNuf8kxTAZCPyq6dO6C68fGDuFAHn5k8Y9+olM7oYw7zt+ze1yyUfN2ocH8z48eMXLlyITDEzTWsoNdugWttXIyy7qFTDS6IcFmGIk3Ukjx+jAObxSByAogL93zJZmq8RvISOTXOcoZBKgqLpSUUN59n/0f7bNFhls4Awp5OocLeO+qWQ9RP6/KgHHg4mVG5DnbALMUye3fDAsHgp51fIB/iWQK8vJMiSdEOCH0RKuYynaXY8bkaiDiPMEibTT6VaJrvSMEEVZjpZlrmaDoveBgfgpsAEx8FGNEZ0rIzvOZLlCZEVjUKiOiiZThWevnM4GwkROahiBoct05g6N0hbr1A6UYIPszAghTRbQRotXechW0D19ZnCw9TbPEEFFWGEeeJEibnVMvlIGrruUA9vNKd3ksgOkBKrO8IesHYdEKZuyKk0O6Z1kByvbQJhcuTBwYUDIK4c1lOlU9BJ4AThNOEZzlN5rZ8LRpCpMsupdX5N3fseqpHAycV2HUaYCUUz0tDTMuFr0sYph+oT6nYPgTB9pbLAXidPXD+m+/GzQGoJrrhE7F1CpqhoMYvRbNtOyHJfLN4bS8Ql1bSsKn564EWb4TyOl3Fpladyqp2i4mXdUU3XhbQXHy0cqhCVRcdS4uX55j758Ow8RAUmVxHQZ7Nc02KQthiqUfE9VdUEwMtYF7KKXIH56zvvAvjxh9+c1gRehkHmM/eclt39Lfjx4eWn93/6nfpbbvv3+bPRh/HJp56Bf6dOHDX4VwR19p9Pu23RuQx4Jo4ee7AxvLxnAsY/AVUlnj8pBJ+nbziL9x/rqhH5+4t955354yYInDl93NjHh+0WxJaRS9rXw+RjuOOOO7hWhGqH9EQyKcmSZUNHrY4YsMN4ERZNhVymBiXmArNgGFIcz+UA5vFoHHAmvIfOamOSJVMkDz6OR1VzfGAdR8EQk15kUmzBmjCuKCfJnfy/ZfumVK56Abxk/3Fm94TVL8NjPrPIc4EMJhdTcaCGRVQGScSANyBsM1xtTM7QZbDMEnPi7ErJlpSsGDkYoCwu2cK0/lA5XCzFBKzquXnXLmRctP6hWs1TrJbJdGB22UbHRgXdnuH6Y+DlSzxzjmdalNEgQgeq8WBSz7GzRG5iTRt2+TRSBpLT8SZ6woKkNgsJl4hrPrPk58XulgbVgg6pXMFhTJjWSSqqi7nyLuhtVjkWEY8JCRqOA2sIOR6PK5IE4AN6d53wUWcIU+TWA3VH0vBx9bSpwM0wMSPQFXjJCBPuMt84RFDsXY6PqwvvVeo8siwByEybJjylzGeBToLyp+QESunyDqtBArUlH2RiqDCbiclqb1xKqnqKz7TjK1nPoDyo/vJ1y32cFuBMNoAA9AVrNDQGpb/CXImAUFHYRZSrLqEPwF9t24aLhvAynjweTRyLJmOyBmNceGL1NX7RKCrDgU0CmWgaxdXRVlBVQkgvC3Mi+qta5Uo2eINWQVTV6TKtjETGcFct8sd9hMlqVHDYyPBKkcdWiUY6eMDRb0hTk7LcG+tC0RrAyx27djMC0TZ9e0iEySCzlc2gvfHEj2C3V1519dXXXANv3rvr5wLd7X3sDP7ST6dc2QhhjiOCz12XnxSCD7SJZBN5+8xJKxfOXLVo5geLZ31y6aw1S2Z/NozUtnzthRMp1HjxuIk98676eNbiJeMnC5w5YcyYFbMmd7zzW2dgReWss2e2BS9nnT1j8nn4we3bt5MWwQD0UsCW8UQ8DgtERU6n4XkpPwulwFkPk5v5nKhMq4pe4rSV9Yx0uj8BzxSGLmVNt103RwEQ4YxWm2GHPcBjBXOVgbkPj9ViYQAxbUvWNOjVI46IvhGNI8bfiMpVhiiObROw9Hj45i5XO9GwUySTfQQzIqi6LLfmTPN2pzYx5lchTNw5HADpq4toWBtVgvRZzqrjiO46OcuCfwF8ljrVdu6swZFbJHCnIzAxsxjQG+C5DNAwTJ+cfeMqTRTUxBClbTO2ZJ3NFJoMBlruzTLO5AXjR/lgGMEItusSB3boXGp4Fg6+aLhaVZV6m51XDPKkDKiDNQ9FzAcm6KQkxWLxeCyuyAoWMVblKDkIOVhoS2W9NsNboosJ9w/gJYBMuBmAc7oCL7ljszwmmdEYGqsQODZKYhKlhXoHgGjMlQt8xUqnbFgDvYSWjbkONEgDh4Xy85XJZWOK3puQJQxh4nqHs+e+tWKLCLMyAhy+9WW1AZFPp+UYJ+uz6OLu8sBlkbcm66IDvCRTKscn9VDVok1/iiUSvdHYsWjieFzql1Qllc7mc1WYtsiVxr5ykd9DqKrT0EjwnCtdT3z5JQx5nic8lTx+ChhhsnsXu6wWAylazjMG0cvmAcwCXxB4TmFBAfvnahZcb5KPT1JKSooSl+WeaBfyicf6o/c/8ADAj0dXnN4ibmy9Dez71qzpmEl/+JFH4d+l8yrULCcRwHt04sV14eXScUgUmjLhZBF8lgVx1NrXyxd3rrs+n8KMk8aMBXgp2r65S2+YOJ0BM0dNfzt3Sgc7f/ZCvCbjRo1rC2E++c8Pw6fmzZtnkcIGaxEkKYCJDdaIWJOf9jIuu4YVAmM+WC+7mYwNDxqs6XJ+DpFcofNULpVNmWaCoo49sXhS1WAKKVTOIIIlJOgb/HGuV4cREh4ELvWEnacsf28jjoi+5u1YJNoXT0QlOaFozJMKc6y+hg2jAQAvHYSXWXoBnmsUoQpMdgbCjjMBWzaPApVCg70r8HLQ9xmsRJhZluL091/pPtNebI0wKrwZyGU8RbGiUTsW81S12JjzcjKar96cRXGVFKX5ADbCOZP4Ob7Y9E5oJMJMx5AC5iBAmLw6KHB+zZ+sG17SbC7DsVAiDgx6pOjCc2LtmqI+2BhkwxN2k8RsyLBijwGvvF09+apGVQdssFIR85FkOZ6UIvFEbyQWS0rk7FzGD+E4ZOscnwAUldE1j6UwIEu6EVd1w7IcjCQ3ZXO01xBcZUjwAU4KViIGGfdQYNOgvLDBikYYWDNNX5mHQCaZzlsc/0ybKZRcaP9+cQY5l/OfrzDCNDE1n2cRs4GgnHVohFkTAa58IopB7URBlN8Ims8AlSliEhnvOOpTAbYk1VOdpVAZXsLSCa4J5pQlqQ/gZX/saCQB8BIuHJXI1joLZINSz/KNYxYhXGfU8w8qXQFkEt6DZ1AJEGCRs+TwjexcIKSxWNOSJehzQasLMgNCE3ZC6MPsIIBMpcFB+o0LKBeXS92rwDweiU6dimTt6Jr6ye5htssuwbrNP7/yCvx7xQUVCPMyUqG8atz0Wni5cvLlDMZeW35SCD4f3P1z3v8NN9xw991333PPPXfdddcdd9yxbNmy4SDMG6dP5N2+NXNhGGGKdvfkWZPHjOVtFkwan7h2flv7/+yy2fzZh751b+sI8+Yf/BI/8tDD0AWFcgg8LCkzZZLfroImHDK7gzmu46LidBYzlYWc5TiwZE7B8OE48MgEClp5D1bulhWXERACtulLJGEeyuQyAzWjd6kkAAO58Qr2EI4ABZZAhH06nptQ1J5/+Ia30ABe6lgo5cJdgIlf0VNf8/pVGMpg7ALgAjgO8SVrS7avbyxim8VAimQ4oIuRTFnuEmNc+foIUwRXUdyjQ27yQC4LwNKORq3+fldKFjPeqUSY/jGQQDSs7TgkJdyQecYk/ecvMRVLZi6YE5WSMJ25PJ21YM3AOjzMPgZ8QuYOg1zdJ8xKWr01fkQr48+kw45XC+/pzjwx4ZCQwUTqT47jkLke1hjohp6UkUOFg2Es0Z9IGgjdBbmDEVGRu+vQCNMng+Q4U1xOKg2ykSKMunZC05O6YdKAPARfuPXme7ughStXyBsAqyh/mgqxujikicFwHUsp4Di5blDoF2GQ3PBrenO+6iOrHtXBzE3uEepw5rIApAFhJjWDYxfC/acthNmo27TiRU68Hiy8lCkUQ+G+cvQSTh8uAjwmSVpfAJRCIehIIq5o5LhUgbEFfq5YfYSacGmES5ynSleOD3NCwSHNDbjInE9wPTeXJ1bUQCg2zjFYP5hZL5IZ+JayxgI8mBySDWrnPA5WJ2W5H6MW3anAPNrTC/Bj2uTzTwa8LO77FiOip59+Gv596pdnh2HeQ1cj+Jw5ZkItwpw9BisYF8w8KQSfzx/3E/QrV66kRZkBd46X8I8/8XjHCPOZ+dN4t7+ZMrsuvBTtpom+jtP4MWP+1OZ3zR6PAHXh6Ze0jjDn/fwCxOqvv14qsZRZ7pFHH4V1imGmTdsysFNhsTGW+1JnBtjpeE6O+GiWCwjTxPyHZWFGm8rvod8C4JR1vTeWYO+emCTbnhP2mGg+DaFyO3nVDfrZ9gx8S1ecT/8bNxq+Yr1x1LGHEYarBAGlA8hUjTRVxX9N8TkATICXWHZEjOxMR7N8WQOzG0Lr4axcUFIYSHIVyk7oobqRspgSRXvaR8hUmZm3rYyuZQF9derWOqyzZmpDIedlXcSZlPcEKMichb///e9MWygOFDG+AetORfY8J4hbDg0OScgFVfvYfATuL3wfjCowNWcyXlsQUfBnA0e/4XJ/OIorwkft3TvqLdmAdYtRJmKRo0smyhvqFiAB0+pPKv0JWUcAgDVyoehZOQ7ZDGESIoIPuqSzINTvB0lIHxb/kp6KK7pMhQ5epj5Q6RBeDhSKoWJj+P6UmdaopoLlxEXcDCFoBiNdAE7IwiYjQGawfrGYPqbpfrkFmSxYAbOPONoNIpwh1FdAhKnpfUkloeqAq2HSCT22LafIh40w4aYLVmw4egl4jG2q4CGJJaS+WOIYVcX3RGF81uHgq+ClGG0aIUyWVU+babI1p0pXig/Dl3IRAvOPEGGmUx4alOd55cKQe2DISGaIP84Gr7xSYJV15BYBWoabCusXVcWZvRsVmL2R6O49e5A8cvE5JwNhHvngu7Dziy666IYbboA3Gx+osBTf9ABKnY8dPaYKXj4w0ZflOfzU6V2Hlx/f8/NxFER87rlnuSId/VUxLI8I84qlV2BCecK4CyeOu2jiuEsmjlswafyiSeMvnTx+yeTxl0+ZcMWUCUunTrhq6oRrpk28ftrEG6ZPvGn6xFtmTLptxiQOTV4+YUpzeMntlRkXi2DmNe0w2R+aiwHn8eePbx1hLvv+zfxFb7/9NoxvDz+MSfPfPfXUb+69j3+/ZesWGBId1xbLVQxuZNDU2IP1rIcg08CqHwcl74r5LFw304xTyJG9eyRNz1T65Daf46DDozJMLsOlzinTSiraP/LjTRpXXfYnJdnQTbTSyFKBFmtJYVU8TDoJVev5WlaxIjEkS1Z0BVaVbClbWrfzdCXuV87DUlhAGAEDsmKESQHMctBM8I8YdhLmaTNXLnAODDOwFvMcwf0B2FnMZWDyObXuP1hEDbCB2T3w4DPHnGyTv4QJFB5n/lMTBcvahnVipPhHgoo5rlJjh0G4Yp3dO1FFmStryHSibBnmlbersE0YLxv2PcEKzEyGuIpYsIpFjJ4XV/WIpACuwrRmIVtNLTnRIIZZqasDYBIAlZ42UeqN2GcAV9CZIpWOKRrmx03LcbuaH6/hzjBQNEhyikUAiDrtcIUkVwNyqS1cDXoQAs1wrOnNck0vTSU6yw7A9hwCdZHo5waqBdUtExRUwDaWY8MUAyNeHMCdgSkb3oarOPDl+Y11zxiABZZVuVYQZhMvciGmyjUDBgnRw2kyloZeDUAPzTR1VEGJJGQAlkf7Y8hHSEpwsXKVAX+uwGSyfFWKnKsiC4EqKXwdoDy4stlc2UHJSKVIg90SIU0h8lY3rhsGmfnyF+UHgoAndE6Y8YOVoOOrrLMGpqrxzD78YR8QZn80unbtWsAYt13985OBMN/7/X/Bzm+55ZaJEzF9bL58WhXe48LEcaPHLB8/VyDMCeQBtGzxud3FlqU3fvLw1b7U0sMPP8RlOcSb0/DBoXDQ5Zdf3qg4s5XXjLHjWoGXol0WkICmjRv76aUtOQrFr53PH/n1fyzvAGRyGUDV67XXX8femEeZAi4tpji8Q9lM33knTRU52MVhnWVbkqb1J6RjEXymYpIC4yGvMYcc4Um4Bj2ADAtQaxqND1LphKL1x6WuVH38d21wcWCwlXSAl3YGZdByNKqw2fQgy0alLCuhqH2Yr/l6lWX6MncDw8JmXcNXlVwSwUpjhFmgMGbt3MQKnIQw8bMd42Rmpg+yBCh5TXqa5ipKhqKapyxvLhjWrgsTaIoX2rZlwmRHonxfwuPMkSiY6xvp3tfuE+6sRkxkhpfwHRyBgZ3nO43ZiuSyz9ah5GBnypZ81kJ3sXUlVdRfMlMsgs1s30BPRmNKL2d1ZVTDQNhhokBHBcIUSKCa6VOpDY5c9VxW0lP9SSUqqwnN0FImtISmxzVdSafSANIyHqXRuwQvg8MIRwVhlObqWQMZKDwjGCzDzsfJZtlcYcUhXKy5JVnIcE0vh+wEZQYdbQwDLpoKn1PrNax1lFGonN7EEolIPA7/JpLIYRebyRReFz+yXFKKKGysVuHHCRsjTH8yaszaY1l1BtJwETB+QkFFvx7AMlU6WuwDqTTcrGPR5NFIoi8hyYZhe06xcmTwKzCpbKAKXrLMuwCZWGGC16fMK6dqTyeV8h25qJgtnQ9xiBrFdfPUwt8VVALDA5CxScqF5ePYEwGeW7jUUUnmmb0LcxYhzDffegsR1/Lu03yg/eYWzEc/SEGzy+eeV4v6nr/5rMkTRjHOmTR67EMTL7p2HJoETRzXZYLPgSfPuHQ2ln0C1n333Xc54A83TkUtOESYnL+46eabYJs7J8+Cdsfkmb+aNPP2STNvmzTj1okzbpo4/caJ0385cdp1E6ddM2Hq1ROmXjlhytIJU34xYQoAxUvHT148fvJns5e0hTChPTb1AsEA+vXslmjmTCaac9bstvg+AmSGX0t+ivZMd99zD2m0Zkwrzd0Y5QsyLjMic0QnB2BppE1ZM+Ky0p9I9sbiLIDZG0soegqWpkPqVMBzBLNyykQUFElIsBNuZOjj723EsdDXtvXGExS9tL0gycLsVKHHy57UcJs0g8syv0YZc4aXHeeXu9lKVSyS8vxS8n1RseGwX6m07EchghgmS5oMRwAQ5x14uMy0q8hWLOZIUsFzh9Ry72LzvTKLOYwXmWkdi2R0FpzhGjCTuOeWY2VzHpz1EHsLKjC52IajfIDkYElKjj/msBW5feYvq9n4xtPtXyuxn6AfDqU6VcKPcH6c86SssE2+JwBulEygJwyzuWFZsAaUYMOU4WW9Yo1STRXCrGCLc4H6QNHJeDFV70nIfQgytYRqoBG5qgN8NV3bw7xPF9k99Ztw+REOMlSHWcHVKpA6AUpgyZhBJnmrnHBO5JpewEfMj4PdeR5AVts0TUStwr6008ZejCxLzg44KKWVTnGwlITRHBEvpYpQBJO8nBwMTDa5TDQ8Aoi1DBd7MHeJGbJcQAJnTTLpKgs3wWAr03KgNy5FJFUyUpbr5AqVGpilhhWYIdRXENFj1COi74Wz4OAw/B4uL0qSShKsYBBhkhdtmKDUvL434I/7tRCAME3SH3NdF2429Gf4sE4IEwMUw2ZDHA1S5NF4/LnnngOM8dKDP+k6vDz64X8wjHmAuOpP//KsRvDvwavOGT+2Avm8cHPDjTtory/3jXt++ctfHj16GOPwjsUqxLAYgv7JWXK4Bffdh4njV2Zc3C5QHE7bNfcX8wLlzPkTxh25aghxzt8FBZ+P/8tD7YLM6//rmpln+1WgE84f/8i/3g9vFi5atOq9VfAkpqlvG+h5m3azbqCshZXDLvzVtiXNYA9xvyP1RyNJKWXZuaY1/Dx3w9ocM7n/yIa32agOIR5XlLRtVcwvxWrPRJ49Xc+DVXdMVr4+HHNmL2ZznfMsutNIO6hWCSfAAIM09VRIu1cgKAbJrL4e7GE4eu9YmQnHAnNiPG7H4zmYUE6hWmYZ9sBUm8u6AWcWJh6e1+A8YZrWcTRIDektKyowKZ+IMyNiVBPnaBH7GtahEtIbYPftytqGDvZDmKfMI26yvf9MBbGIAmZqsOCQ3bo1zv7TMgS10D1XT6WimNiVTduqio9VZclrmS8kqZFLO05c06OqpqRNLQ2QNSUDdLKxlJkpckOYTXcPZLI3aIDmdKZriUhCMNpgJBOlMim3W1XTizATFSO/5Fgc9wqWF+nKq+BHtjPsNsWcMtYUkpVyqDMIcuqAcJmmxzFb5mKHxk/hzGhQKF5j/SVec7HupWVbjPTglCVFiUoqFd9KCUWF8ZmyS5WjSqg2ox7CzDNpXaw7WMyBv4VXaoRsv4SThLNIJJOAMNNWmiPkZeZ7bWy8El7yCOzDbMr+p0iADC4cPFEw8MH+EWHGEz3RLkwZAl7C6uPBBx8EjPHhc//ZdYR5901YZvnwI48sWoSBsr2Pn9EcB6LdDwXz5k/rGsEn/fJpdyw5hwHVs8/+gXht2CFhaQMgE8uQCGGiOhwNO3feeSds+caMBacSYXJbMWkmH+fYMaOfnj+tCcI8fNUFvOVlp13aFsLk9sC//YY/Pv788S/972fhX/5x1apVKXTi0E0WVc55gTsAaaTnMwAyU5YVlRSOj3FlYFxR3aFq+EUONxZwz0cc83yDGsBLCcY6gJewGK+aX2iACo1m/uyZxcItW9aNrwnHnNmL2WznFZhdaI2jlyH4UaGPVIUwueTVdxDIdciIrzokAJmFDIIVV1HyrgOTACbQBwow1w0Gc18Y8Q5TW74xjsK5FaAgl5ZxTSazZTmcQgHbZkHIoALToLxblsRPCljFh3E/b/jOnv5dCBKC+bzgZ3USzCx7FBaHoKgjmzjjmhTOAvwMMz48ZZw/5aFSYG9fTMayIolkfzxh4PRd3duFeltYoVE0ZO15nm5aScOQUynL89ggMmU7me7pXrbe/HgaxRux1IGM7Ku6Ado7EoUcY7xEF6UqwWw1FiQuCSPMUonFeCpfX2EB8FeVry8Jnda+eMsAvp4QkVI4YFgTIQEHc/F6ONrpR04wnG6HYptZ4efIJERfqclgeU9UWoDbRP5FJejPrHsJ8DJB/kZxSelLyNCSqpYih51aBpPgl1UUiIYG8Lrq8Zwr10gZibPzcO3SpomF0aoK0zSapAwGMcnm6qCBoIGoUBogQQxi/Ru5HPR/fKJYezNGjPjhD/icH4cLBYe6YMECQBc73/h+d+HlwVXI8Rk3btz69evhzazJLWW9jZd+eu1F5+18ZAgs2mK7eMb58L2j0Uh97meffcYhC9YnyaKnDBJbZEKY8Pzyk798+XLY/p0GWkMnu62auXDaWN/e8RdTmtF/hCzSC//0dAcg87r/uno0ynKOgfe3/ABJWNdccw0q65IGGhdaA6SsdXt0Mq6aSsUkpTcGi504rN0Uo7qquc7sUywg91xD7vmIo50Rb4jMo2grxq1JhQCTx6OSnLLNRtmx2kRtkDHPmraj6HizOPGBVMcROmWWshzJCsym0cvWsM3gIFfxsaMl8dQ8Ihc04aK2cmAwIOUzHrSBIsJL/Iasl7etvGMzyCzn7gMefdevT8l3Pc6ynjOrHXK4ybJxJc40jSYf5wpMVvPjD2ayGT3gUXbxmP2akAHBMW+volIcMLO2RSy00Zawje+x7voKRfB1lOfVXNeuzbECeoGZtS+WgEtR1+OmYr1Q8jEnKxpl8znAk7KRVgHlOA5aV5BwxymLW9YiTFRPJYEmzkRDZ6hSPB4M3B7RFYtKN9lUsSKjTZW4qNiP9m02uS1k4As4nlugN1yaguJ1iEDxBf+LCsXaiBwt60ps5F0VKR0IShsrop2FAp2OjcgTVV6xk/sWY57DIJmpbfAnuNe5csYfc/3k2mPBByl6qSQVBRbvgC37E0pSNeCUWK6zliDPjHX0iGwkLVXPAbN85dFN0hY5Bcu24RB9v3KOhxebemgW/er3PCvJB35kcDDk1ayzTyV0bF5ddhdhwqG++eabgC6uWnx21wOYd1yPAcxHH3vs2WefxVLMq87uCmhsvV09/zzGYL/61fJEIi7gJfsY0gThWY7F/l+IMGlUvPlmLFZ8f9aiEUGY3K6eMJWPfPLYMW8vmtlcGPPWH9zYAcIU7bn/8zu2LAcEzq5w6OMAS+d68JLYQFkkNtp2QlEB+QBoNGvGnHqjdN4wLTaXHHGAN+KNuVGSpiu6Ies68iUbVFYjuychwTYOqp81VNCtgzB95wjkt6ZtG5PmtCg4NkLRY5TRGNEKTFTN8aOXnXsR+rKEgWc6IEwXg0yADAsdF08GLPUC1+xR3jyXt21PUTxVLQBEoXkBsEcWjeHKzIVhijXVbcxuYA0TGA0ItpXYTJCIBlqjU2hUgUnOg+aQ40Pn98Ln/uQIZLbBMa9ge6Gie/1cObuQo6YTcntzA74qtUM6PHquHjMLhkeqM0/KqmZa1Xyfete8iKq25GoBj2pSM0icx/KClUsrVXZtt9Z8vX2cQ4iRI4GAfAWLOXwv+EeGLoBVGK2Fmsp5auJBp9jdCbngPiec+eCe53uC0yIQG/4Af0DjRrKXQio6KesyczzQ2yzURkoJfPpxzr/97W9///vfSWJoMIvupQamzhWFJVspWWxQoh9T6oK1BH2YUSvryQvXnkg8npDlGErDJXviUlzR4GY1Yrnyo8EelLwUqhq6G91WLlGA/kMRMNSrJA77l9lsjsKYqPDApaRD3Mei4FcSzyjQ+4JLx8gH9gzXisshZFmJdAlhHu+PRmJxuJjz5qHx98a//KC78PLzt7/HnJodO3fOmIHMnSqdopPatj50xtSJPnto+fLlLMPFF3aAFJtzwRxhe3YYYcLr+uuvh099MmvxCCJMaM9Ou3DCGJ/+c9vMSXVB5iWTyDzovEntosqZZ8+Yds5Ufn/1j5aOJr9yy7JSgTGcl/XKqJLcn/3mq7hgEtZIm/B8ArzMZH2+Q9XaPPygATrSjHQk8bXI2I54A6Qn6+iDBsOl5TowQAECZMQeSRIBKp7si2PFdTSJRpxpy8pSeU9FCw1TgzUIUwxcWNWTy8IXaal0UtFg/73xZlHTk9RyI1qB6Vfa46zlDVdTsVQUA4iPMD23iMWTnTB0/Mw7xUVJ/NBHmDkzbUWiZm+fK8teykDDOpcm14xvhRB2Euz6hYJZncCAzvlfZElnPPiNJCUbYKSTW4HZ5GiHwzEnBexi1cxbtUFZAxMrMAsc0WW5GIpP1sEVONal0glZg8dNrcf7qDoFWDgoqXRU1qLweEoK4BZYDAYWNgMnTgbCbNnXG7PkxPbSfBIz833MRt5MpVAhihAgwgheFtGj7/Ttk8pTvhEpvgx66dwEYxo7IflXSipcTAwv8gHw9sFRqVWRUnY7RcV7rJHGOCfgxL8FJaEMMokJrqKEut+SgC2JLI9h6kCz6ys2nWdPTOHaAwCsB/7FYsVYX0LSzbRXz2ckeJqKJB/qsQJ/FbwMs8jrgkx0PSAnFNiI61rhD3CmcDFY+2to5fnAISW8ksJely0jTPZEgMsbT/qqnsMf8HsisURSevHFFwFd3PCLM7sewFx2DTrmPP7k726npPOKJSfLWLy2/fZKv+qSAdriSxcXg1o1VrQT8BJzvp7Do0fGrzsavPLKK+FTa2dfOrIIE9qxeVctGDeJz2X2+LG7rphbhTD/umAG//Xu79zROrx85v8+zp+C94//y4P8fv/+/awjAatLx7UzOU/Ay0JgA82XLke/zKKIJa41qVK6ELSGDrAw6sJg2y0NhG9664sndZihMhmMScL8SFmwTC7rZjyLlKBglNRTBjJ70ymAFqxNVAyV3IRHlVpSbalS1ZlBJtwvG9GsqaSMROOo6UlqI1iByaipQNwcGJaHAy8DQJjnBVeWLPYQteazA62RyqvqPAN4yQqcjDBRwihv204ime6PpOJxQ8IpRjEMFEY3TTfr5YpdMLhp0qA/plM4tyN4LpJzDaAmXYsn4qV6OfqqCkzOIzNXuIsVmI1awA3PBjV1bZRlhvnptW7anEn3SF2c/YnYbzfs4le7T8QkrqelzKSqQ1NJXwge4dqS0ZLvZeaRcw3SxmOKFpUUWde90HUrsT/FQMN4V9vwsmWECSM8CYCXESarJbfiLx++jAG5J8+PIVNyLOIyB473RgheoguAqimajkMgfGVCVqJJOZYAICgThqTeSZI+gXKRLDOnh1AoyhZhBtzBIpbKOCfcbFIxRa2hRCIRi8ejMXzJsmwhMyuP2PJvfyuR4BKzfuAYFF86KSkiJEf70boXPtbEZ0RUYFa5kAvgR0nVZnfW9VwWroc5gun5cAplhFlWJ6h/K32n9WIuXA0ilKZQRT+ktZ5IJvtjiW75+PTHE7BDji7u+GuXKzB3vfl92O2UKVNe+OOf4M3UCaPkP/70FGDL3Gs/WTjrfIZM04iZPWHChHXr14WeU5ZTzoYRJqu3UQwToyuXXbYEI65zLhtxhMnt3imzOZQJ/z58QYWVuXb9hZPH4h/nnjmnrRimQJiLT184OnjxMrKqAhPnMmGnO1hgcM4Ec+KYBCqCCJNyotHjU+FczAgzkpD+EcM8Qp6PcDVgZmHNNBH1JcVFuHxkDJ2hzBGZKIVNjQPmYJHHpbp4frCBbwipTnkW6efDLAbDI6lOnYqQ5khVYIZ1QoYZvRSAkOEla2PS6J1lLZQWdG8GWBiZ77jIpwgLIZynSpjQR4dAgHdmGqbNWBxj2r3UYGmAMbGTjDABLXuuQ+KFKJzOHAqYZxPJBPe3quVMuAIz0PbJcAyqY5X1du4LV32WNatb55hX8sqr3c+ZDcTMYtarKZJmICoUNeY28ngI60eVtDEjshoHjJBKsS17GJdifjyTTVl2UktJespCE1hYsWRgPVisSUMHIG14IDPs3dNClhzAWJo0P9lTRoBMuBqFodSPq65zKRDVCYhOweKXahRF8zzXxoQ4TEOAD13HtWHxomGKR+tPyHFZtVATKcNbeqy4ji+HG3RXuM7k3J2qG+dUGb8q6AHJCBPgZRzpqgoFpYtfEqvHQ2htCql5eKmaEZcUUeUF8LIvkYBRFNYOjXxGuGag1oVcuKUH16ThnYUT1Kn8lVwPkO8TRpgnRE1yvUgmP6q1qr8F0pjiMlS4jqyECfc0Eov3dGMWYBY5rAVYpGjZNV0WWt/2+vcZsdx3//3jxmEa98N7fn4K4OXKO86c4FNkRt+75Pw7FiLUXL9+fXhOGQywUK7MW3F0A+8gTOXQ6WED5j1tm3P5iGNL0dbNvnTWWJ/uvWjyePW6Msh8fJ5fsfnov/623Vz5ff9+1+jQq7e3F504Kisw8yjrXQwmxCKzaBlDigGWlOrzuYB1zo6oAn/ylcc6zLQVk9Tj/6jDDOowDdKoF2Xp7M8+GAzCTBIUQY+h2mDlZFR/vMLKTOanZDMwMlsuit4rugHjdl83XGibtBGpwAxFL71cTfFYB3sTjj8VKy8cw1vi+4Q128uxUM4UFNFpvSK8OVCEGTQhq3RfYF0WPdobicQS6ZSRRcO4ToR6WmxCs4XVWriwDeYjmJqplizMbfHxJPI4KB4CEzRcEdZRDPOsT8m99jVhhL/kYGvVqkE9J/qLwZJBRDLrIkxOmA7pgOlzG3WjH+nGUlySFcAoqDmEZuI5OE4yGYdRUdFTMBakbCdfLK83657gMEFmWBGxJctFRJge03bIlycINZJsEackhtkDSzVrYcacsHOmpRDIdOBKqql0X1IBuJ52nCyqNNdByLy+YD64qByuinPKgYiRysrtZDcuSUlWS+DCYzgggJf0QVWnSg+4a1rKjMtlnT14k1CUlFXfZ0RUCwgmWmWOrxDW2i0F4py1Z4SepBTa5WP76qsvqxDmibDgGAUqBWOdpT7zlGfJES2Ivwh2xSsFUmGCX2KVKZxpfzQK4HDowRzmiKbTBFdg9vX1scnOvne+10V4KeDKkssuu+666xDsXXEq8uPLFp/L3ztlwuh1d5xTeuGsK+aMIoS5rorrN0D3EcNEYYSp62QCC8/LIBem7pr7ixEHllVNWJlPGDPmlUt8K/NDV3YuW7Tw9Ev4s5POw57wxeHD0JUtVPT1BMhkhMnIJ0CY1egRujdzH0S5JhaVVTJQ4DGEpXoTJUzWPhpx7HdqmvDZzOayvOqpG4rsZMRmvnNDhJlnHzHWr0BrWvKd19MmHExMVvpPWpXmiFRgBjEEnK0AGw5TZ7JU6SlZXnkRO6ZRZVrF8ZQG8ONB/DMML6vqKplWDI9MJCkLeHn8WG+sp8+Ix11dK2Tb8/hu90xh5+R3htDCZ+6gDgxSLcJnSqvLIkxpAAM4HkKM1zyHmIbLsu/osIuoVoo3PVsTk2z+QbJTcaAhyAxcDKqy5JxP1DTVJmefJlFrdohzPFfS9f4k+lP0xROwrkxqupJKa2kLmqyjMwIuNk3Ta+FacSSws5pMob05dOVeaEHKCJNzW6KEkmsm0VbYc4ZZ99IIYdID5aKRMVUfo1+n50VlrTehJDEcjCCz7lkwsuLIYW2c0wmCnCzJzm8CDdgUGYniIgU2Ze48VxGTPnkW1gJhhEmVTiZJ0NS5a4KDVij46Qa+8rU+9eI61L0vrSDME35FcYG9k4SBJlW92nANc3l8EEqBWAQz4uEEWRghjyU5liTLLSFMmKZhwRuJNwGZXIH55JNPAqi484afdTeAOW0yRg7/+OKLv7jiCoE2n7+pm9rpte2+pX7hJaBKwJbcXrkRMef8+fNTODIUQvexohSTs+SM50n26sSsWbMQeM+9YsQhZW17ZcYlwsr8l9MnMsi8aYYvW/Ts//ldZyBz5tlYLLF3335J1WB1agZKmNkgGimaH70JcTbLsU2cNwtFTKb7y7EwwoQfkSbZwDWbdTW/Vh40J7VRpUo0LiteNiPmC3b3GCbIbI4wedYgPOMbiKD0LtrDIZU17VBIM4Uhza47eJ7iCkwRQxAZouF75TDeCNdM8u8rdD6ba3dTDDNPS7BywUko5S0a6iK6rmKkeuNJgJfQjvdFI30RqT+SisU8VSlmvdJJQ5j+M0veJfDKE8OFVa0D1iR7uBcyuWzactIWwE4uKi5msjkjlYaWCTZjFIEoFBCJ62ZRgrJ+3VoX7ruvlpn3/VNIT3ugsmKn4c0t5hlEZalmshQ4PmeQ6YO1cHjYgwOol5g2uH5gyFpEeNZMx0pqKso4RFDbLSphvSW0iKz2JWR4yiIJicjLrUb4S2VFzZYy3YWCr4hYluZuAWEyQAJ8glTrdArLdajSFSZK6BIcyzSRVz4sWytxLrUIk40msWoLp2bsaQmsVpXh0qkpM0Oijk00xhuNfjkSveTlD2fb6YamuLKUn2XWUoClRD7QCghpoSRYQQ7W4/CEFuvVGPOjUXaX4NUK9aVG652golLUPvl3lrPkjDChe9RmyU8wmqW1AF+uoPlR3LQJ9w5THoh8yBiIufOwAecmHCrIjCUSvZHhIkxRgXnk6FHGJEc++G4X4WXpwL/On4247sWXXhLw8k+3tAEvL5l5/uvLz2wLXr7za9+s567F5wt4ye3mixDu3n///RTGDJTHKrnkPtNH0/gOwgJ8ypQp8KlDFywdcTzZqAkr8xnjxq6/bM66Jb5s0U0/vL4zwaI5ZyGo3rZzFyyoE2QkkLYtJ6jG5KhXjksLyERSmJiI8H5QmVbg9B+ZO+f9TDo9UJwzkhroYf5PQ5jcopLswsq0jsdH57G+FhHmYEU21o/qo6J+zrNcG1YZGNKUZCz/61KV5imuwCzHEEhOebAbVowBwqQQ/UD5GnJkADlEQ+HYcDosQJh0eAHBM5hl0J5AN9MxRaGqEkSYvdGEoqimrjmamkun2MG8UUa1S9dwAKOR2SyKUxMTGF55YkzwpXA9T9FT8Nj2xZIAHWGpkraduKQePNp3pDdqOw4fGzNfZM041h8/BpuqGgwFhaEcZju/TSeEiV5eVMG1gt9Yt5D5zoKVBnvL+rouKjlBo8C4x9X7LTitcwURnC+TxOOSgiQ7eJ+QjiPmxMcqmpRdlB5t46n3CxpbjEYGvuccQ2vECqlqDCYtG/UB0oHmEpFE8ix6ySAzcPnJd9YPgxra8ngVrswM34tsPkchXyUmqaqRzlIAuYNYLp8XtDzNZbB8AGCG/FbHR5h41kRBCq8g4DnV0qkoKRQdjyZQBVo3MvVUXktCKc7XNg/Zzp5oVrPB/bbqzqLuOqk8EZ4s/e1vNXWYJaQjpcjGiOtSBHlK13UsCVAVWPA5rs168lxQS6s/GG1KuXxeNwyEl9EYgMOW1JIbZ8lFBeYjjzyC0Ou2M7obwHzi1z/FQsFFi7iUcdbkUVfOq2NE3qhteuBnjJRmTxm18o4z77/ynCsuOG/m5FFzpo66ccG5L9561rFnTi+8flr4I7Hnf8pek0tmjaqCl9D6HjmbOTKffPIxjzBijshVcsmDinS40SWuHT020jCyeXts6gVjAyvze+ZMDmSLJraCJ2/9/k3hHx/61r28n+279x6PxEhEHQkFWjoNILNCDzOfZV5euOogfD0pP16Odua5Vo1WbTTLOIreUHH9f1SWPECYElzhqpV4LZOi3emVa3Iare7hFY4gVUX1AWR6OQ+OCm6WadtGOt2tKs1TWYHJOSOhj9QVp2/fwpsikFU1k8zNRBYz2vEMce9KgaJFPqgnwWK2cqlzAUUbinkn40m61pdgEBI7Fomj6r5pZlwnZ1sFzxmkTwHOLMJkAbO/mOKRKzTck0WIm0XNW4CFkYRyrC9+pCcK4LCnLwaTe8qysyR9oKXS0Cu27T205+DRtGUxm+9oXwx+s/fQsbRlM36wXbc3mtx76PjWPYd27j8MH4FOBaALllcovZ3x+W5db7zK4CA2GwU2rytg5i8XAwCwEZWuAK40Kufj2ssTxFtkTcJwprJJg2sVU7TeOLrAwMiaULUoiTmQIlmSq2U665AtIcaAV9JWBSYrYaZJVMgOYS2+SrDgSAVukrBJBlkMHVLPqupLuZAyA4tdQmgseskIE/peTFajsqoYqSxNQ8NCmOTux6E/xpPk3lhkL2kMZQeFpvBFXjYj4/OYhHVBb1yCVRJ070K9CkyhP99x5Xk4nglrO3Ymhb2x5lIFlzwIvENvhJ4FsDigOznC/50pWikkmtmWbZGiqTnA+u2FAtaX6hp0zN5uGO0dR5vIxIEDBxhRRFZ/p4vwcvWffsi7XXHHCvj3xkvOdf9y2oEn2rDmETTw5q8Zk0Zdd9G5tyw895Frzob3+JuJdeAlt5W3YEx11qxZcJswOlQqhoswQwjTX41C94Dtx40eM+IYcsgWtjKfGXi6//o/ljeHl7/8z2t5S/GbC3+GdaePP/6E0FnlKkEAmSnbcrPlmkwvl7Ec28GxlwpL6Cmoup5hH3OuN2PT1Rxm06ykqtbNkv/PbJGkBECudsBvS26l3nDdTIYXEWahMBDKyfpuOyEJL7GagHnEdIKQpozeux1XaZ6yCsxQnpRdp7sGL9mpgfVgw9muks8fxDLXuhnDqkjjYMjfvBiqy+LDLtBX2J4DF5yvM2dXZV2HX6KnMCAfNvoBmJcyXFXJGAa7/7BvkcCrHZ8vYLKErO073LNmy+53Pt30xoefvf7+ur9S27TrwOeHe1SirESTyp6Dx95fuxU2A9CIuEs3jvZFEXMeOpYybZgjc4U8rFDWbtnz9iebPvpsx+bdBw73Qs+XATADuDrcE+mLJQFkNurMVa2TZ4F44kIupkksnfEwpyZReTTgfQNgSJNBJNdesntgbS1c0+uZYbfchARPkg7QHRAMPFZqKgUoveOIbhMecd0YZhtZ9cAvkpFJuJ6WrxIgqLTlU63Jth417nJUx9gRyPTT5bwioDJCTOwKpgw8F4DSlVQKkHlEUeQUIszaGs62Y5hYeesy9xzuOFum2+QaicWfOT9si8F5y4Yey88jPIyw1iOb6foVmP4xF9vQ/697Z0uBaiVcZDhP1o0PI0yULEAaWkrVOKefLwUv4f8OXR/VAMioHe4XQEq4CgAv2YMS4CX2bTTpk48PG2QCTJUU5b777gNE8eiK07sIL5Prv80VmHfffTcDmGNPn95WsnvHI2fwB7c9evp1F587ecKoS2aev+zSc1647czHrz9r6fxzpwUK6lWvsWNGH33onEYIE9qKhf6BcbIsXzmThhEm3FDobxgMHDN2xAFki+1XgZU5v+ac1VC26On/99glZ1zEm00/Zxr85g//58k7vns7Bo3nzDnW2y/q7rhKEMZ/WTPStu1m2Z0cZz1Yu0mqhu5pFKJk4k+N74/vY841nOQsk7FsW1L1f+hhhlt/Ipm2rWw9K7GOI5lDIszQ/onP6GdkahAmuyKKkKbnYJWmaSmkDN/BfexgmO2scVy9u/5B4eqafLGaxF0K/MrZdKnqG8v1V2FFC4Ew/dwl15ZwuQJedljcwUXm/HhPFJZ7mmGaGUFdoV0N5LOertmJBDR2/4EDpKiml4eVi+sUs5nBQnv8Jp5PASgCdPxk4663Ptrw2ntr//rB+jc+XA8g87X31q1as2Xjzn0xWQVUAQe2dc8h+Ov767bCsEBK46meSHzXgSP7j/QCcoIbAED00PF+2ObFtz4GhLlz/2EAzDC2HDreB5tt3LEP/lWNlKgNPhFkluG5cGD2J/uWsHqPD0VQqjHLJZ3QMqiN4HkZtFWtwpBhTUJmbTR3RGKEIEAmYxjUzCHtJvglTN88y0uybGPRJnqcYSOVoUK9OLZAmPGkxDV1uVzOJVqRW++Yu/i8+0rFrUcvSbISKzBdl+KXaYxPVvZqrBOG6cBBr5805WQxkx6gso6RFTP3OT/OcUu/1oUI/l7WA4QZUxFhSgHCHGg5JFuLMBkHcsSSWEsuAzOLPIxcdAil9UWxYDuurBu9Mb8CMy4rDrE2GqXIec/Dvad0I1BxXZbVQHGdESbDRfR6yHqoVkr6S4AwM4EXPBwEnAv7acI5wZOBRu0UvYSd8iIB+iQhVRW1SV0nrqjDQZhcgRlJJHfv2cMYQ97w7S4izNuuRn3125Yt4yLGtmovuV06B3Hgglnnf/Xujxo1+7Ufb3n09IevPWvc2DKmeuPmc5vAS2jSE2dPJqWfDz/8oAphwnzhlhEm1tjAM4UAbOy4EYeOrTe0Mh8zTlyQh751XxW2fPhb911+2qVhIHrRz+ZPO2eq+PEvr74KE0QkKfXEyn3seCQWScoMMgljuLDohqkBcZGFkx2GuWpsJavRJspNeLA9LMNIDLO6D8OPPeTQDZh23cZNL/3l1bb7Nj31p9ihpiuNVTFt5j7Umxo6iGSWfA/rIQZeX+ujUku/+a3M5LMurBRcV+9IS7OzwbaDxvNUGEu0ewFr22BIZZ0qMKvnjiYzCyJeijIxMiyVVXnLwgvhBvDSch3FMATHB94o1E9yWAIdys7DTmzLUeR0X5/Z1w8gM2emoWU0zYpEzP5+V5ZzljnYjm4hZ7r3H+l5d/VmgJSACbftPXSkN9obSx7ti31xPPL+2q2bdu2PwXiRMnsiFQiT9CKsmKR8cbz/eH/cQWiYgR+37j3053dWQ4NdsYQCDCwALNds2Q14Ff6FLmTadgZhJOn1FfMmLki13igMC7F+OH3dEI4Y5LGYTZkWm+ZYjmvaDjqiRhMwwqgGhlIrr7+o9PNXu7W6l7XzO9upkKw6PpvZXAZAZlizSCUDwaSiJjU9ruoxRQMMCcdsWRaAzcFKfjFnyXtiyURSNgyDoqNYJZxrUx++IRpp8LxXuMa0Bi/JBt3HXcx/IaBVRowi2MgcbYbuSCohtGmhxVums5WdUI8UurUkVerr4QOoAxTF+qKSkcowwmyZF18XYXIlAMBLdik6cQL6yoBJ8WpGmGT5xErO6EbHHr7wbGYbV2AW6ICHs7bl6+C6yD9CI6FEogphAlyRZInqY9Ns6AmAE4Aoex5pOhfHugRpBsin3X8AODnO7B74OCAfwKU5cvqA3jucCZQrMGHNdeeddwKieOae07oIL19+6McYPZszh91wpk4c1S68/PxxP4C5/qEzmiBMbjcuxMT3+LGj37rl3N8sqWb31G0f3I4fmTZtmqrJIqvLkwXWORDChGcQMD/cKYzpjR0/4rix3TZ1LILMiZWlmHd/546Lf3ahQJJz56K00cLTL5lxNgofTZk69brrrnviicez1McM00yEuN7EvsEHCu2zDSOpatGkTL9JGrBcDWXPG2MSjIClbSuhKL2x+PF6OOSpZ37/qxUrFi1axEd4+/Jftdu3Dxw5tnHb9pWr3vvGRUdZFVNLpWHR3jjS2N7s08q6XmgWhf1Ah1wsMMj0YKrNerbnmG1qaXY22HbQmK9Ra5089KU74aeqw8r2g0F0MVBLyIcxXoPvrUGYAwXf55H1MwcKdS8488rhCmumGcOQQiKowFQAuQFKKdTogSNTwUzb8YQdi3maBvAyD3OlTgizr9+RpGzK4NhmqbWIiuO6R/ui67d//iqFLrd/fhjmVoR/yPfxbNfbuvvg/sM9io7TW280WRPDTAPS23vo2KHj/ZaDMoYHj/V9snHHH9/48OW3P9my+0BPJM4Kn59t3/f2J5teXbUG/t25/zBlHi3Xy9iOi6n23uieg0e3f/4FgNLt+77Yd7inPy7DN+awyiMPW/bHpD0HjwFMBdwLbfeBo1v3HIS27/BxOJLa2s52OeZcAofuZhmPTQ8BbTJ7mmAPIsxoPB5NSpGk0pcgAkgk1hdLyIpmWjblK8udhBCmjvV7MsWaKCo4zIrr8vPeGGUN6UtY7yN4iSwb4SXgLuZxV+Efn4yDKotZEu8lL3vbSsGHTCza5AKDdh/A2ie3FGicIhRERUrSXU8qCU3nW1zn3Ov56paHPmL/hRGmSUCaVIlgYXKC1ah0XfOwIgXLvTC+52vSwjorLmma6diFehoCoh67Ss0vfLNKNTpF4k+DgdumT2830ygXj+FJ1TRxXcMIk47QAISpqPCgoPQ9c8a1QPmTPYB4dUDWmTnCuigjBgiHTTPhg7AHAIQq5c3hTsO03tksxtHL3mgMFlxbt27FtPLY0emt/z58YLn+5R9+Gdj3IGp95vcCySycdf7OR+pXYK6848x3fl3NFr987nkYWJvRLIDJbeWdP+evePmX57WCLbll/nAWgtLx48PMFIEw6Y7oLOYfiUZhy/njJow4Ymyr3TdlDl+W+/79LgCWf/r//rDs+zezBhFD63AAc9J5k8aNQjialJIiA8K1/Xra7ItX9DRetUWScm/MRxEYeYPe6zkwFTYHJGQfYyspozden91z8Ohx5lWJ13Mv/LGNvt0ffePtd8Vnr1i6dNO27cci35hIJte7JrHqwO0iwmw+m3A0IxcyHeis5SjaZruuYVoy4UxYgEBXgZEKegiAZzi7MDNxONNoW60R0hviugneBDv1DPgpbLZ0FPzxgcbhpiEQZrG82zDTsOqSwl9h7ZbQjJ64dDQSD1Vgur4CZ6WGHs7vAJbgKfZcuCEAoAYLuQHAoq6Td2xogDk9TQWcOZBvSfncSJsA6t5bu+WdTzet37YX7il5pThUt4YBN0UzYBtAXZbj9sWkMMKEhRLAUUB9H322Y8OOfYA29XQaUCVs8IdX33v+9Q/eW7MFfjx4tA/A4Xtrt/75ndV/fOOjv7yz+oP123bsOwyrLVkzAC4CsHx/7daVH2/86LPtH2/Y8e7qzdAow34EQKaXycI0j3tYs/UN+Oq1W2Ez+PftTzYSXt0Ix1+3trMtjjlV7OeyOQ9AJmZRifICwKM6hqmqsqbDMhHuUiQe74/h/UpqhuNlwjo2jDABiCq6bqGxZmaYocsKWNJ0RclZ8pZDfCjQDXNimrCiSzc9HJPn4QVmDddzONjIZ4EB/HwW+onpG46nGd60pVFW+wQFjkt5QrBYEA6jZW88CfNR2jKz6KWbrzh94VhUryogrJPJRbnwBhnxKYO0xwtsFoCK+vDIZD1MUruOahj98SQvn7muKV+oX9UgKjDrQuuS76xRobVe9VkAloD9MOTFpa2Ow4fKx8YIE70PYGmPGvIw7uo8g3OYl88Obh8z/RmdwjZYy0E74cg8LJRkWYLe2xeLw5ooksRBu+P4DEcvYW8Aa5ctWwYT8R9/+5PhAEt147d5Qr9g1nnHP/6PSy7A8OAjjzx60UVY4/fIdWeJGX/KhFHLLz133+MVUHPi+FH8p/uXnpN7DX/zxVN+APPj+342JMLkasyr5rYUuhSt5+Gz4VOLFy8O11NxlSA8RLKisLM84PyjR4/AlgvGTRpx0Nh62zrncmaVL/np4qf/32PX/dfVE873DYAWL1701ltvQu9idf3wa/bs2dBRyerO13GCR9JyHehvVSgO+h4mCPr9CCSAIpjywvWZolXNmE7W1c10QlHrqqzD3v782l9HkxrnnLNmzSbFpNXrPmujb0dib696H88l+Djg1TfffmfEoWOLjetdY5JsOQ4RcOrAy3YrmpojTN9HjLSk8sMAmcKtnveTyWUcz4WzgF4By2HVSGHWkiofRgRhtl4HJSrqQyIhZShYCGSFmkcvG82P5TvCubNiXuBMjojmKi8p41jbdaKyeiyaOE6Dv6TpcElhNcf41nd9olZ1MGEuDJ4OTLJwPDDXJxKOLMH7Vq6eohtrNu9+48PPALYxQxzmd/I0QeZsKXAHgNHSrkGYAENhEbpp1/438eM7AHoZpglwceXHG5597f0X3vjwow07du0/crQ3uv9w74frt7+6au2Lb33y2ntrV2/atffQMVikAEDdvPsAgE84gLc/3fTZ9s9hb59u2vXOp5tfeXfNB+u2wTfqlJ3fvOsAQNMX/vohQMpPNu5Ys2U3wFTOxcMbZrI3Okc/CpfLsDJGXbDHK448VxtSgIjtjVzXhc/niemTkOBg0kjbwSASEquTitKflOOKbtoOYDUfu5YGsFpA1vooiW8PgxFTeburdX6G2UR8j6kuFtGawsfJSJJMjtjV0aUKSR/Ect6c4mkA2nSuKCibFbYgel9bZxLmXsFRwaWGsaUvDmvYJCAnpgNUsOkFa75eXFfoIAkbR9QCCjwZ4ZsAAMBGWNaICBMNnvQ0DGXS8SjOffBvQlG8rFe3viI4/obeuP7I7B9h1VX1hdBZYgiN1y2T4T1f/y+/RJ0iRpjsaAkgHhAmHGq20nmB46gIyFEYH8EqNANd2pEsD/cUThY+GEcL8vixbtSVwU760Z5d3rRpI6awJ52f2f1vw0GYa19EzngYsVx99dV33YX+g8suPQdA4EvLzlxQyQoHWPjry9DZZ+k8jFWO9VV2UG3nigvOu5J+OW/a0AHMh645iz9uP9MGvIS28U6UZL/99tsHyVxbuGnkyf8dLjjXOZRKpf3798GWl46fPOK4sfU2lxjlk86bGC62vOGGGz788IMUenthBvbxxx+rQpjXXnstrEPDuaSSPxIOUY8BcDFJvANAmII5nq+LMDOuYhgRyq3zZ19+9fVte/b+4fkXlq9YcfvyX82/8MLwIQE+bKvPw27feQ8R5uKfLnzpfz975Y9/Ae+nT5++Y+++b1BNZiQhwciJNVn5YJAshuFl22WEzREmJWop91QpAtAMTwq3pkLZQZs9aAYr1NvgO/LZPAprG2lTwrIKSVRHDGcybev0ebhuySX8REVO3HfcKJ+UDziHjF5ya44wGV6Son6RaekCZwrEjiXiWS9lmv0klhiTVSWVIo+tDCfQCxXodwjEizLMjp3RVCsadZLJYrY+X7uqASwEbPn6++vWbNlz6BhmuplJjSNJUCfJiUvTsvsqs+S1CNPNeH2xxMad+15aiUjy0LG+lGk5riup+o59h2Gbtz7a8MmGHcf7Y/R7rz8uAbyEb1+77fP9R/sAc7Ih9edfHId9Qtv7BQpqHumNAsJ8+e1P//LuatgPVvKoGnz1uq173/l0EzQ4BsB+TToJh/5Yf7uRjzl0jwKha04pwkzNkS6YxbPksicj28ItFMvwzEGR/LSswW2zfY8eYvfDZsSdT6hkE8NYvStdvYvwErouzIZIeknD3TBxdqhUuQw4UA6KeQPcc+CW2cIQHAkjZJHDlChyojHgHZ1vrrmzUmUFY5UHn6j5dGBFYLKyaFwixSubSVJlPNkUYYr8OK8s4DdwXzinTM6PJwYGBr1MhuV9KE7rJlCQ1oeXADUBcEKHaQAvfcfSuiOPkDXgET4c5ORxA64bAFtigWWKrIReKq8Zwwjzq7/9DUAmDDTUA5FrFo4zi1pWYsqjSC97npIVu8KyrrKqxmBkjnYHYZJHZAx2e9NNN8H8+8qjPx5+fnzZNZiqBngwduzYCRMmPP3M0/Dj5AmjpJd+ItDgiXd/9Pubz7pwehlqvnirL43+7j0/e/KGs6ZPquCGv3PX0AFMth2/d0kb+XFur9+EgdYnn3ySIgkhNw0Kg4cR5s6dO2HLKyZMGXHc2GJbUcklh9cDD/wWcLJt22zGioUxtg0I809/+tPKlSvXrl27a9euvv4+jxXMqjiPuSyM581r6pARKSt6Ou1SjQepiuVrESZxz11MasSSx9D2LrJr34EZM2as+PWv+Tjnzp3bG0sgnl9y2YOPPApvfrF0aUuKr2L1FMQwAWFy3emSny5GdH3jjd8g93PMvJgmZ23ECBko2HQy7wyBMEvCeqBaV6EBvPT1eSrHcN8SSHiLEF+1KDjReVLMCzO8hjmftjXttoowA/1J0Qhh1olqFptiufDYzhxY3264Uv1SVGeFMvKMM324SBEzW9X1fozSSIqRMl2H4SXdi0yo4fAVVn2vczywc5iUU4Yry56mDbSmuAiw8OMNOwA0rt60+8CRXstGNS3LxmIvIm4XTwTs7FYQJkzHiq7vPngEoOBbH30G4wZ/C9ZnHu1bv23ve2u2bNj+OcBIVHcv5HujyTc+WA8b7zxwNKkZcDUJnxejSeXd1ZsBo27de/CL4/0AfQFh/vmd1fBF8I0Z0o1JWzZgYjj4tz7esHbLHlVPtdBVCsSbzpR9zMPBpRPEmLZh6tckjCVrzAYllz2HhC21XOVVReeXtCVrBpwR2vRQ+A7GRUBdEVK/hJvrukM7AQ3dz0906B1Z3YJ6RV9fnRwhUymuS2wQSyQYKRriTIdxpu04lrBi5EgmO5h7GRSfLA40LAyorGAsP2s8mvnIMINgHnA7dIz+pBqRNNlIo2ljsDYMVOWLQyJMHB/o61hJklgYcKZfwnoDixLTKfIqytgio0fKKqqhO6gtXyfvzxcnsAKvUZOoijZXniN0Bk5qcw0GbMdkHJLDyAmTcZJBK3311VehXDkGJE3SiSJj3BwPxRyh5XtXQj32LOxclqVEMpGEpZihwSMZScpsTjScmYsrMPuiMVjhfbr6U5h558w4r7S/C9QebZOfKN++Y8czv/894Ex4/+n99Uk63us/WTofo5RMAL9p4TniT2seOGMJVWDOnjpqSHj51I1ncgAz92x78BLao1fgt/z1r6+ToESZBJ2rQZhbtmyGLa+ZMHXF5JlTyJ9xxDFkk/bJrMUCWE6fPv2xxx5TFBk78+AALMFgyZJIJjVyv6KHHcsyWPnfIRnG2ocdJhEYSXtizfre8UgsmpRVIyUQZm0M00fvAcL8aPXaW5Ytu/1XK8TRTj4XbYkee/JJsdsPP11z3wMPttXDAWGuXPVeGGG+8E9PM0f+sSd/900JYwKcgKW+F9TG163SaRNiNZMu8UvoTzRDmLkAWFZE3gb9OiKKwg2EV+W1fpfCJxfmG0U3opI8zCm19dZ6lrwU8ugJVVqWSd9l4k8Ld6TMYQ8EhQbDvP6QNeSJsH9HKOUNEwrMxwAtoUvEJAVWhgAvqXlu1nWyjmhuDv228jUrxKqzGxygdE3WK+Yyg63RLgAafbb985Ufb1y1Zsu2PYeMtMnOPjkU6kcZFDFjAqToHypL3jrChAsF8+Lx/jjs7dVVa/Yd6TFMiyJLeCJJRftg3TYAn5t3HwDcC5/dsvvga++tA9gJF4rXO7xPwJYrP96wZjPqc7bysAyGfcwp3RNeBeTyGeLzYvgnnU5T/x8A/ATjaFLGitQq3jpcJz2VhtERi2fJ8adYyDuwzlJUUuGQ9VSqljvT9jNe1lofLrwUK0dmVSPOoQpAfnxCuVdfi14EKjlWadkm5srJfZsoKm6g+G0zR5urHDHnjll1r5EeaaMKxjDCzBC1h/QKbEB7ADLjim67HgxA/qpcaDWU6temViBMitligBoxcJrlfRzHpYCMxZAY5q8oIEzySYxIisnB2PY1MCuizTVZcnTkoQna8xwKbqMHFlxclhLCl6ZqZBzpoElWyY9kfvUVxtKzWVQr0jVNV2Ef7OjKAUxxnLR/g7jmkqIpKSutpVP9knIsMlyEyRWY8WQSjv+aa66Bafet3/1o+PAS2vP3nTaaFCajsdjVtOeHrz2rCTgcfPtHE8eN4nR57V/Tr/7k9RU/HxJhTpmAe1ixsL0KzFLIPnLt2rVMjguDTNu1pRDCXL9+XVVIcMRhZJM2k/nj52OW/PkXXoDbQY/bANeToNBBMsFlw1i9rKrQyeCNn+upN92QM5cBg2GTul9fsUE3XLSQ890kczUQBSsQAOVSlnz5ijvCl/SmH14//RyffDScHg4PyFvvrgojTGi//bd7eM8rV73/jQCZffEEgH64mIVioRHTsI3Zp6laESNMoR/ekNEceJezqL4IqJZBUeCfWyjUSegLXyGyTsti1ZBlDmdKbau1zvQp1XGkyvkq6CGQWaqpeKzbgjhMlsEkq1wWyrqXeXbhaST/Dl8BBw3rOybWwRt21EI90qxrZxwrY4sGIHNIhBneMwKErM8Gaq6QCaBhL0UCCSVuP9Yfg984LkzMMFRmLMeTSQzFy2RM2+mLDRnDZGnNo6/UIsxjiDDf/XTz2i2747IK5+5lsr3RJIDb195bu3P/YfglO1HCMNITTQCYfONDAL9fHO6JfHG8P/y9vE/bceD3sE9AmKs37WoFYYq+KjjmzP3hZRRSpLOebsDCXMFAHBo7YmQJhtBkUpIUFZBTvlIJityrTUCY0XgiKWN9NZwCTC5xZMBJcUVF5yO4BcNzUC11pNJTB14ywqSdAH5jlR4AhHal33rgkOVrhIpUuGn6dB6sxqSQIPs8civjTFLUSSEz3WLBzAKZ6RRCgmy8Gq1bYSKy5BmyP2OtKj1tAcLsS6pqCrpkBi57CGE2zOPUVcLEPL6LSpjwTSjsaSDrB8XeB/KMMI/2x3piyaRmwDhWvwLzRMPjP1EbbQ6yVCGEmTWQM87sdf/AADSi+pCiMMLEhiUzRobqRb/88ktWX4fDhgvN5HeDeOU2XXOmCLHQFryBPwHChD3oKd10LN1K9yflRt7i7SDMaH8sBgf50UcfwYR78dxzuwIvS/v/deokBGwbNm58/PHH4c2i2efl3/xxc3wIGBI/0oIYUd32l+V+hj399NkdIMyLpiE6PXDgAPQfuP4wXrqw2sriv2kLBgRJIMzVq1ePphpFLir4OlN+bpqIikNjRo+5+kdL4c1TTz0Vi8czGXjcfE4c1qKHEKaOxerYCQuN9fFYDa+5njb8iZ3OCBRV1/KxoI2b9eCxTcFgq2qwN45y8wsO+OX/9dyCMy4eTST3YSLMN9+uRpjQAMGOJvmsPQcOff1BJlxMDabsNrnPzWfMgQABVjU/PtPIxycML4MK/yp8VZvxKdbkFitmQNoAxurhn1qLrS2EKXh/4YrTfAu8nvp7w1POcQVUwS+tzAudolJjP0fOBduuiwypeBKgiGamHRIEq4WXjDCzhUzzLHm4FbMZBwBPPO4qSnOFzAwpWG7//BDAvD+/8+mnm3btOYSlj3FJ7Y1Jx/sT7MsTSaBS7vH++JAIE8YT2MMr764RCJPjjYeO96/buvfNjza8v3YrIEM9ZTJJ/MP12+Gr4eO79h8BkInMjlhy295DsIfXP1i3/ygchXK0L9YthCl6bKAVk+MSC053elSnR7wPVuMsAQKglTt8rUElBBXRSPgRTk3GOodEbywRV7UEpnRRYwEW5QACvIwLz10r/arRuqbUAn+89ehlMZQiJ28Xg5UhRZTVR+DE5g4HJ1lD0s+Pe34dJuM3lkwXfG1A1LZjsVM2vOBN8HEGnKhNyrndegjTD5/yzjnCCdvAD1FZOx6TAGTKRhpmnCBLjkvduvUD+UKFThEcHh8RnBI8sSfKLHKNWD8YImaEiZpysmqYFsx0deElX5+6Cmn1o82VYybHGAH+UeUqyhMBvDQDIjmDYd8InqQvAdzD2bGDJAmq49ezgL9pmTDXY3UcoVOe7mFXakA8T1tpy7V1M92XSA4TXh7xPSLj8C2XX345TLgfPPufXUGYz92LAcxbrjqbgSu8dj1xeiso8Y7Lz+kMXkKbNQUh4g0XdhLALDyH/KAxY8YwzMIqE5Ji4PJ1uJuJZFINuORwUolEfP/+/bA9fOrNmQtGHEnWbW/MWMAX/5r/uvLmH9wAbx566KFEIgGPLYBMOJEAYZaz5NDTyIqrmRIsK9pFQ9ycuriuhzR23IxXq9QND7vtuSitic4vyZ6YL8fNRztu1NgV370NQOCy790MP95z731VO9+578DzL77Ueid/4+13ahEmtIWnXwK/v/nWW4fppn0KGsw+aSxZ7477jJgxqxoHHoVuQF2EKeBlEx2VehmfQqkqelnllVzMf00Rph+/qo7lMq2mGK4HE1p2Q++NlHByqLjoSx4F0ZVmxwwYMJdDmUf05UzCZGO6qNXg5jw7Ww0vCWG6cJDFlvUGGWGakSiAzOY1mYyRjvXHPtqAfJ+3P9n08YYdW3Yf3LHv8JY9BzftOvDXDz5bvWl3TxQNv45HEoD93vzoM4CFkopLzp5oAjZe+fHGTzbuhA0QYabSe784DqDx7U82JmSVuxD0h17Ycs/Btz7eACBz005EjinTlrUU7PCD9dtWrdmC4Pbg0f1HerbtOQTvkd6+YUd/XNLTJnw2/L185IB1jvRGNuzY986nm1qpw6xtQTVdlqd1Uo9xhKMKzObQ9QFIyVh9JGmoge9VVeVRrj+bsqyEqvYnpT5JwZaU0QLJMFC/fSjOS/CUDTJSqspodI0/HsqPAzjxPB/ApGoUimjtk8/lM57nMJ5kF28OYLIoPcNO/pERZhANJhoOPY9IZKaAIU1GBhGmfYJzBqPXnusrYmXZbqxcTxJYb7uhGkjMtcHSIyEfiyWjsmoHfKtG+p9M6UIb3ABhwr8ccoHpciBgkavEIucKAcCTcIZ4E7ECE3NMxXq1DX4exFfyz4qorF+J3SDaHBxngVcxOkYsJQ4zKgQ1KY5anhE4C287Nh4xqcGH9YsAajJChoNMI8g06ERQep18yTWUvpTgQdF0WENYacXQ++KJ4SBMvwIzFpdk+e2334apdsnF53QFXkIbT3SbadOmzZs/H9788bYzO8aNLbYPfvMzxifJJzoJYEYeRamiSy65BB4DRpV+SxmkGaUlAYaR7yd0M/gXbt+KFVgxeNukGSOOJBu1qVQjOuvsmYCmbv3+jXx9Fi1atHnz5rCvGdoBkJ8UuWI5Q9b/UKW6GZOUJkwZkSUnDztOMvrkKRRI9NDzJazczm3mLFQTmv/zeYwA7/oOXuFbbrutaue/+/0fMOPfMshshDB//3+fmHzeJPjTk08/87VFmIFakQIDd3HY6iVDNhEVETiQGSi++yfH7hpoBYs9hBmRxRDCrKTGVI+oMD2c1FOrmOXb0cPkKSBfjTCxADVsU8gVlQNBAWrDvfn5RPz2AspXBpm7oRAFXFLbdRRd740lUHvctvzkeD14Cc3NsTxmqwgToFMO5tZUyk4mXUUpNnbTJsfGQtqyAGRu+/zQR59tf+ujDX/9AC0jAeMBGly//fM9h46xmzYc6o79XwCiYzxJzPHk9r1frFq9xXcqL+S1tLnvSC98EEBjUtH4enLF6aHjfe+v3frqqjW42217AT3y8nbfkZ7Vm3e/u3oz7BkgLkDT99dt+2zn/oPHI8ifcd1I5ffykQNqhWMG1Prh+m0bSY2z/QeE8VuhELhMwoJdChAmzA7wS5hBkpLUCGFyjQqTHFE2X9UB/0gaHEvaZ1a2oNtzQqzjKssLT1St74bZAo4PnybjPtMyc/mqCkwYGhBeukQbZ7UfjowFBJ8yi5xBJkfehC9PcMwiWOrhRJymEk1kFRmsn8mWQJhhDDnCi6ejCmHS84LK/LAcAxCYIkMoDjvX1f8UOkUisuqzyDUN/oYs8kFkkRMq00iCqQCnl9SM3oQclVQ4JlHBXv28UPW1kD/CAwjdteZ2S/ARyzYZXkpSEvPgaQNpOzmWeKrwUaIiHNYFZYJPWYOdQSYAzpI/BA+wd2QW9k8UdUA48Xg8kcTiDkmREpKEVIthZMm5AhP2A4exYAEGu9b86YddgZfKBp/jc/31mIi8YcG5JxteQrtwBibll87pJIAJbevdKFV06623stCuS8pavOaClvZ1pXRYyg1SDMLzMo89htTmB6fMHXEkWbddPQHJLGNHjX3+n54CNPXy/3ru9u/dAmhzNAqTPgLPOFULI8KEfgV9ip1wW3FYoDoiKy7XV7DkBtAxqWowFpCHXbEQqPwhbSrjQddHB95YReTwcG//kssug8P7xU8uYwT44Ld+Az9eedVVVTu/ZMFCPzC+/yD8OHny5GYIrUGWnNtvvu2T1t/94KMRB5MNntMom+gBIjnZ8LIWCwU0E7/YEp0NB5upQNdGLznLhutxdtb28/J13DS+ngizYQwTkXa5Gp8vVNGf8YuC6FQXOopvxzmiZcYWXCIs11FV5PjIiuViEtxpAC8xhplzc8Vs6wiTkQ9SMQyD1dfxpOAIC/nBemqQHMmMkrfj2i27P1i3FfAhILePNuz44ngkkpDdTAYVewzjSG9k864Du1AL3cQ6UkWnIsmDrEgJ+zEdtzcmbdi5f+te5A2dCMI+sHFC0bZ//sWnG3dymDSaVJiWLGv6518c/2z75/D7D9dvBxgJfz3aH1fTJkBWyrwb8Phs3n0ADi9lWXzMuENZhW/fue/wgaO9sKsOH42Q8gxMECGEWSKB7pSPMHXDdtz6zGJA6QMFF32007KO2oaZTEOI0ugYytqJPs8uQCxdkicSIkue56bSfpIrHIUIoxoOVDL2Y8q5SJGXqy5d/0euzPRtUqt1xasZQ35UE74/iPzAb0IVm4xLM/RdTLQZoIUAFmeathXhGCMsnbz63rsCYfKRMxTk6HSIRQ5rhxwquus6uygCXpWNVERS+5OKhLGU+uNzqAIT5dkDVY3yXau7HODfcL0l58c5gAm3AD06C9kmfqY8vBjEn8rgEIeci6+++orLMqte8Cc2LRJRTa7nTMoyjDPHo/HjkShgxXBrUcuFFIrisMM33ngDZtirLz2rWwHMh5efjsCA3CHHjBnd+/xpJxtebn30dMYJB3/bSQAT2lu3oFTRE088cSLseBUsZ6DrUjhZB2BJvp2lbDb36aefwEcu+1qqYv5p+kV8QW74z+vCgOqJf34Ifjlv3gWAnoXrRDyRgJVao9pLHseCtBCcd5YWhqlI0yx5bzwBM4uDiYmC4Bfzyt10bBh5ATXVfmrdxs1s37Ps+zfD0T75zw9jbfAll0A/F1j03Q8/EuWaz7/4EldvNkVosbfefa8WYd79nTuu+MnlU4iuDq8L5s3bc/CLEceTtY11n1JmNV/g1DdfGbJBMrecWK+sVw9XWjYvDINJ6JSdS3tMn8FCvkb5PGA5lXPigj9VDNn9+JGKyrmgwvmuZcaWzxBRtTjWS6GDD1VgNkaYWSfTTh3mCZ/vgwlPdpDEgdCxc5aZd51CDfeEI5lE0bJU3ZBUdACXVB1F1GH+d1xmlsO4ASOGaqT1FMJLkn/x4O86wAQLVR95P4A5tFRa8GKoL5GJWC4LZ61oBrGHTA8Dv7hIgYHItG3NSKFdDn4p0psBu+Qob4hRtTx+r06+huLZYVcyVJsB+ONUV0i29zgEXDYv47IqkYhhAgyTZTkpYWGVZVt13QNLdAHhwFC+h2R/2jYwFVyVQB1XtG7ByyIpNWWynu3YBsUPkawdEhgRc6Ug+AglIl+nKEiLc4dn9fWCrwlZ7T8VnFc5yy+imrhzkvS3MOBDkU1STKKKTVPw1m30QvId6PgGuRkvKqs9VLesm1jK3uh8qzg+XNYoWORwTDBpGhRNhTfZLM6DsNDrwyIzDU186t/l6gpMkcEphu5aLbxk3A6AmYsNWDs0RaLoHmuQDiUcipDbxQOGa4RZ/oEBoWIUfmH2nG9kENWEuZ4XFAAyyYIq1h+NitZLgLOlmSsSg0UWHPq8efNght30yg+6Ai+PfPBdnrLZhfDdu4dWsBx+u3QOCg0tmjGqM3gJ7YkrcQ9vvfVGaOggUESFwXCzuDLEIV8VTpQDMOMzPXDB0hGHlFVtIuXH5545pzZqx742mzdvFggTFuA2F//UYy9SrsGD2QHG8KSqQws8pusYiNciTFqVl71Wm9dwHovE5l6AruiTz5v04Lfufe6fnhJgUmTkWc5o4qRJCxctBng59EoqErv3/t9iCcQZF4mL8PC/3i/2fNHFF//mvvtXrnrvcG//iOPJ2sY6RZlKLNQic7nrLVy9WTPb1svNhWOVDVyARcvUWPidvNYiwuQJoraQmMXPq8J6VQqWIZBZjck78KyEnQMagRlUTaVUI6Wbpp1xG1VgcoM/eTkPDhWOqrOrBMga4KWnaa6qwggI1wAJ5i3or3qwFM9kcrkcUSMHT3xZKp3AaY/c+LxAuK9ZBx6pHt5ug4PM5jKs8MY1VKSEacMiICEB4lZNXLnXY38EvCGKmHXCHG/Ehm4pMtkCA4g82RFhuuTziERvQMshHfiScIeksCQjTIZDaZKLFGHMDCkxChEeVpBopOpTpx9ShaFv/k7BUsKTpmAGcTEbJdNR2JlMEn15fPbi7IlLUVlRU4ZH/olDIkzWZUrTyw1Y5HAFVE3FM0K462ops48McA0A3kgjqu/RI/RUWR2ohmVZcy8CJUz4FEs5cRxYQOhWfDaFjpZP/CF5HOiZxcqXr9oOTyc5knOck2uJYcYhjSOd3Is09g6QyEeyNxqrjGpG0fw3BAa4ArM/noCP33MPyrbceMWZ3Qpg/uo65IMvXYrM5RsXnor8+NFnf8pQYeOd53aMMG+7BJPsW7durnu/4L7Dqoxt4qHzCY7MNdeSvtPXjOlz2fjJxJcZVwsvod3ww+vgrw8//DCT4qnzKPBANRrPA0yo9MWSPdEEtFZ4MZQlV00akcJ7Yy24ughz574Dzzz7HN/Ky05bzEd74c/m82/6AtfXdht8Ee/hiiD5Du3in6FP0AMPP7Jx2/YRx5C1jV04e9G/OCnraHrip5Nq+DgjMaX6/IJq1fFQcrwTBitVp5yys2gF4wm9plpFUB9h1toKlxUsg0jFQB3X+HYRpgC6TJGzYLrxYNp2msBLRJgZhz1b6859rbTBYiHvOgAv0719ZiTCBPMmKkYnAmTIwSVmFMI4g7PW374ilUj0gqE4WHvxuq9zg35LYoPlGiqAKcT0STAgQWhRz2Pa56ST6E27V6PzbHgL2YRwJA0OzyKCDzn4lDP+pcBnnHk9XANp+YbjlQiTHDCLfvgOQ3OBEkXLFcJCRZY+JTjXXLEZ8IMqyEGcQMcIc5YRphyXNdIiqB/DrGWR896QeJXPo+7KQJEp2BikdRzFSGFolDhEjuc2MvMqq5MVyqzA8ihRW5EeUsKET5HAi0ZK6VlG7607ubMCEuoBer5fT5AE1wTHB55TeEjplHnRNyhAJtWd+lFN1nX3Mlj5AF0dQGY4qtkXjfViMr2MCnwNzESCLcinTj5/78rvdQVebnv9+7jDqVM5d9kif3yY7eqLMME9b2rnAUxoC2YgDz0S6at7s7iKmJ8XuB2CI/PMM8/Ap+6dMmfEUaVoT02bx4Dqtu/fVBdhPv4vmCifM2f2RRddtG3bNh9hNq7qJwcfFfoPe44frVytNGqC6ZOtrE4h7w9bQon16hrOS6kIU7xu+uEv4WhZZAleSCzqiPENh82Z9wVnXMxXYMV3sdvPmTv3i56+EQeTTa6eRMkXpkqJSkihLzR8z+LOmqi0ZDrnQDnpU2hr/qqd9eomE09Sawlh1ugUNWKR1xnbwwhz2DHMcC1oJp+pq355UhAmes1kMumUFY3asVjetghh0koH/q2JZ4rEMamgaKxpA3vhaYu1BHnWbtER/hvRWEkGXuzlxzVUCqoVJWESB3iWJbGdEPEZ12iY6G+/FrfqUp9EhBmsEzNZj6mvCBSFCwx5MQBuBNTBOXEuwuSwIid2BcKEqVM4QlY7DrR21vypWgcurtgkQOiGeehUGWGyzBHlsrW+pCIj8cyGK14fXtawyDkuDff0/yfvPfzkqK5t4f/ie/d77xpfR2ywsTHZgCSkGc2M8khCEaEcCBIZBRBBZBBRBJMMJjoncDbY1xj7YmNjYyvOdA7V3VXVVdVxehD+fTtUnT5dXZ3D4O/13Xc8jLqrK56zzt57rUVk7RLgTIVkgjBVa6QDUay8HwmEg/GElc3W3/Naxys0gQsuhEl/gXOLKoLkEoWVRGoPgMNsqfYxifmxLHwwSnLqrFAUJTY6q2iyeL4kj5kT+U0yYS8dP465zQ8+mCTQiwntRDIpYCrnNmGqHw+Gjzi5zaM+/z8OHmR99ZVLZxx87eRuJTAv23C+6MC8eUv7ukPNR+LFMxiB/GBn+wnMiafPJ9mhAbgWntdIaClwD4aoL7/x5hvwqbXDHyE9zFVD6AW/yqFjewbzfeB16NChuKO94D2OTRbNjOkLR9rIwgEgDERi8IDnJeV2eHwMy4wnk6iEUPmR63bukhHm1jM2PfDpu2Fvt5y5kXpHV7zzl78e9QcP1a3OeyLMP733d97m0x9/7JkTHmP++PMvvTzlSLLWqTsWCMGCW5V0S6oph7bkRdWQRdGrydRLGRjDtQZvFmGW3dUZqfYPcjSJMGWtdVcCsxaDRsBLdjty9Wo2/+3VO8PbbAFhdlwltxFjLps3DQgbXsIRIUklW53PFEo+oVAIZkamrtBSaIJF+WAWYwCQTnfBFfEjElThUrmcytbVcHPD7BAKh5NqKo1WhqYj0s5MHBsXMaME/9gqvKxGJt1FmPQeGHyERyQ5+FhCYwcz6gVMjglZddEJyXk2oYeJ3jfcK0XHWO2a2kwINxwXwhT1lGKxsmPT0XuHn0oy6Q9H/ZFYUoU9gQuR9UCYlbQLTsxGqbeWmuJgdZeHo+DOT/wKy0Smqi8wHoLtplyeTV57XvN4PXvX83TmUaMyjhovBPcKKap3w47V6merFaTjpFO3quboZ2JjBjeapqgQD1uOkiuVSHUqiYRqrxALAC+P04twpp1iKOc2USUVnX9FbvNP7767cSPO2psumh781UndgpevP3UqIwGezQ9+7aw+IMzr1yMHfPHcjhKYgQdRqmjVqlW17xNb0FX0/TLChIXAvHlYkv7zsq1Tji05uANzJzFlasVVp26fcwECUfaEZe2FWuOYYRm+cLg9pDRGKmFpSSUMNf3ymaSujgVDrvcPVL7kHV5/NpLH12/Y8MZvfvvOX/9WR+m9OjZv2Sq2ectJN9zxuVvgly1bt045kqx10iRkXtYt8UKYOReLRDBx6qvltB21lIFRP9yxnpezH83MdJK7ev/67pxO+HqukbU6MDOcwPTi72DgURRE5jNLqc5qhNnGPFtyvMt5f8yst8p6h0yfOt9u599wjYiAMwuQQ1MLlb6BjJxNIx0KhxLkh+hggAlmExDzWrBxrTqiBP9GAY8Dp++oh6qsMxyKRADiGDCTO9xkApl5lqAR3kBtKNz2B2HCpKDpKqdnAZzknX4nar/MZbKW0w+ZYkaPIPi4fhdV3WaeO89ofkXGvQfcGsqNlDFFCUSiwVgsRfVHocPJqkEcoj7O/5pB+XcdJndAWWR+V2LxJWry1PAeNo1xVFn3+8IRAAS5Gokp0UhQnX2V3+PORWNrLuaNlYRCqeO0cIkCwGlaRquMMLSdIqdONjwV9xsx3JHDxd8VRf54OBgKAVAc9/t9AdSxTCQTsI7I4rnKi9ZNAJky5oQNEu8eWUVw2//xj39cuQqb0HZsOj/11ue6BS8hVi/DavXWrTih769rENmtyH7rdM49Pn9l+wlMiD/chjD1mmuuqflE060CdyCge3jcGGHGCWHu2rUTPvvK6Jopx5YcDKUe+eT9dRDmw5/aD+8ZHh6GG4MaV3AuqDWOmRmTquStZQ450OkgHFVQP8R+Bklt2LL9Aqre7wKZa85Zve2MzXLnpHg1vw9sSg6vPV+8/uFP3QebGiEDzd++/ccpx5MV2NIRJoIzFqd1sax144HuqpXMncaeYm+6NEteysCy6XyzE5yUt+zEXb2DoyjkC7j6ztWY35vowKwBLymdki/Y0q/ZfIWiUeU82HKtUChHsfxXQ5DZqlpRM4FtZUbaisfUY2Pq+LiVTMocc8yWANZKJaPxGExbVBKCyegD7OmizgoCmVlc1cZj1OHWWjbmoxncQ0WkjCS7QssI08xmiPxeTloK0oqnP3WT0dsquY0wLfKItNsaRQcmIxPB7uH6OCM0gTllrXUhgkePRo6hXUu4uiXlB2FWS/LjaSWVDMViITRDTDgNoirvlQCZnPnkPzI6VTUVxQk0FVdHExPwEbL81k0Lj1NRVZi/CGGG46lk1gthlnXbJNXcWvssrqNjb6RjKlGJW+QSxX0XbD9ehzFR++zl+Url8xX6mbzOxSOy4JGGY9NTOhx1IhiJHvMHjoz7xwMhRJmc2XTK4olkEvOoND0JnAkPOGwWDvhPf/rT6OgoTK+7Lj83/+fPdhFevnT/6bDZDRvW82weef6MPiDMfdsw9zh/ZKATeAnxvZ2Ije+/f3+dewChEfdFJJQCJYlpTRF98aUX4bO3zls65dgS4ruLMdc3OGuwDryEePQTD3DOlt1IYZWaq5Hnh7mPmT71tYnqZeR8AVg/ms5zAY8bDD2hKq11GWHOnz9fIMnbPn8T7/MzJzy24ax1C6cvaBVhwj7svRnzlkKtaMsZ2PD5yGNPfKRU1hleBrmag5IsuQlbVrFQBplVq91CpbGFGF273qVZnURtJ6rzlv2Fl/Z4XuRjyMn9G5NVPB3PBKZAmDVOUZ57BnKONL1nH6bT/29LHrWmUSO0InOZaoSpZ9JG1oCAfzJzZk0w3G5gMccEhBlXjx1LHRszE0reMiecCgUclKamlDjmi9IOJmHExQkinoao8IoyQoRb6umu/FsEVyGZaSL3UMHkrMIFIU0ewYYWubIOO1Hbfx6b6mNBcgpK1iT5oDQWKeIRCd5gWoZhplnjEY5dIEzGaZquQggrH0aYFfd8i6NTG10lk6TXqiIlJxFAhBlLUoMoM88JAOtC+pL56SzkzuloYV2Ed2+xqCQSgLM0wMyGkdQ0VttDHbloNKF568hx3ZMl5es/gwJ7w/s5M0yk9TjA9CLZi8MyXtfTTMypNVPXPXt5vjoufpB9T2bMTM7iwS1tGfFUyh+JsTzg4fHAUV/gmK9CrQid+pCcrmHvR2Vu83e/+x1THm679pwuYksI/e0T544gU2bzZpy7n7yu5w4+HMNkZH3g0gs6RJiPXoZSRa+88nL9x9nKAMKMsv4qI8x4PPqrX/8SPnvR0Jwph5cQd8y/cICkfuojzP2k1bN9+3YaQ3BlV6sBddLWVTYiSqJtNvd4KKyb6EcDD10mm4FHvqGnOdtxwv8/97Gvid1+/j+f3P4VO0m7fPmK5nfmnb/+jbWzbj7pBlJZvxl+37hp89QiTJswHgiOBUPjwbA/HAHgraCvh1XWKhduOMJfrFIRiMGk7fMo5TkLXhLZNW9vLwfJigxqcz50tbT4JMfzqclbVoyrpL6Yw+xrXvZIqtYaqu7AFFVyz3PLwK9ALZp8mBM1qv+ctaB9cKPcBlfKcQ7KFXKWVw6TfXzI2iDTkqFPCzsAx2iZVjIB8DKb1knCyJ73AZYkE0okHMpm4ezaQrhkB6NS9iORR60bbFyEqTyuxGG1DlPq1N4PnQc8bminSGo5cg4zEonAf+ZtfU5bRZxBl6te2fa18PTGagZk1v8IFz258Y/VcpzKcobdTiFI2RKuMxyRVjYfN9IAPuFfSUJTk6vkopey1SLvZLsIk91IfZHosXAkGFfSROGxASTptydTKZWWQqJ1kznpsVgUbk5S8CMWeaEA6I5ai9FhMRJPsJ8dKfJV9IDJUXG8dW/vkq2jixcF66QKpgrhLoErAd8Otw5ATaSMaVqrZ8A5e1gltyw3wuRcNK53sjbC1Mx0IKYc8cNE77dnKDvK2kRHfH5fMByMRF25zWNjYzw133/j2d2FlxCP3nqmqI8vnDPLfPX0PsDLB65AVtHIUKcJTIgbLkapot/85s0690AthHnNNejG+OTCVVMOLyG2jWD2b8V5y+ojTDayufnmm7FHF2l3qToIkxUP1LTuj7TJ5kZPbVrLw9gFj3kgEq3P1hEG5YMDHsnYTWdugH968JEDLXVjPvuNF+BTC2bM//rHnrjhC9jYcP2u3VMLL+FkjoXCkYQCq2AYiHVYPiMpwMpy7aZgB7vhOHwfD6QnZyzlPGeTmcwqfTYHB0oZ1Gpk6wkj+SOutzkYuJ7HTT/D5lmgGnjleZMsMrNOVMPLjI3cPE4sefrkq3UyveeUIlfqcy0hDbsbswA7ka3m+8Dv8EdGlUV2X2rkdd7uOUSOed4ysQ+T+D68YxnLhOkxHAqW7BfyrMmTLo6eaEqcS3UMMhPkxku18k555UIvi+80V99I77o9efuw/3CMvFSXlUZgCubEEe9b3vGpqe6Ia/PbPfuiW4zqVSH3MQIMU+ilkso6Vm8RXmLSEh0VSW4IFcZycEQVhuPMjicVTd0WwyRxqvY6MDnaQ5iZbCYUV44Gw8dC2FCIyWSHsauqcL2SKGxEGuZc2ccsNN6TMZLKjxGLfIIFTgHgYVNiAgbrZDASHwuED8HoHQwnNT3r1ekhnGGbOV6HOYW0fU1XqU6agJGBF/ZWxmKfHROBejt3MiFMs1rjiP9umGlAmMwfhJloLByt7xRZO7cZHBnB9rPiX7pZHIfw/eIkxgNr12KJ9tW95/YngTmPsqZ3buw0gQmxYTFu6siRw/VHEhlhwrWG2+13v/tvrOoOzv7H8kumHF5CLJk9DPtz6Wlb6yPMPV+8HsvEjzziIExvNx/5/jczVghXN8E2EOaxQDCWSMIAZJhmUvXg+LjisM8vquTVO7/2nDVM1fnha69v3LSpyf054gtceRWuBS4/7ZKtVCV//MmnpxZhwskMRGMpdJd2UGXdyrLIK1ZXxwSvnI1CxJThyTevvreLrg1WZVBZKqd+3oMVDmUtI6GqxP4anUymXQxbhxAFQHIyN5aZ2tkaecv6WuvOEME5zMbZY6eJDs0NW+1FZGMsT3gJf4GZgin5PQXzNnIr5oVmEWds0roGCDMSCRMF4AM4IdyHE4vFmEIOv8NoQ2SBCRp8UuRzXW+F2/w1ZRDC51M8KTnnDPcIabOjIitjszoTUY8LQmeYn1aAZLx7XCnmPsw28lHuC1HdOdMivGRYXtkHmOF5gQlZgMfy5PxLIwBWz3NY+S0wh4UAJ+bBGGSy1A//Kzc0solknhAp9T2203nbHsK0splADBBmJBCNJ8jXSWbxw47xDcnuiogtie0SRrvPIKyGaE7E/mHWxiQ1KnReD0XjR/2hQ74gKWGaHkOBrS3GvkVNIWoSAkI7e6ISJw3ToPbLiTRKAyWYUZ7NtekaXOvsyQgTxhM1rQG4ORoINjQi98xtHvX5VxHBJ/LG57uLMG+/7hzkDe1AHe81i2f2B14+u/M8+LrZg11IYEKMULW9jqWIF8Iswi130017EeV+ZPQwh7CwPLDv83vrI8yrTt0Ob3v55ZdhaODOZxfCfO21H4vfYaT8yU9fv/3224eGho4FQi1lDh3EiHyfSFwBnFmrA1OOG/baXuHDM4cf+8SDrp1/5oTHl593oYCgdbzRXQhz567d8P6bTt6zeBq2Iv/sV29MIcKE0wgnMxyL60aaKSf1q1rlTCajuMrqmOCVT1T2/1fzzT3v7WI1eqzMoHLUB5lCQ7tU1oQXecsuz+ydhGDZFAuovTNZBu3eXZfyH7n0LBBmGfOXCg7szzO1Rxy7924wJ6jQwhxUsf95WJNY1GxJuuskvY6Nl1mrVSWTbgWzXWCKhAlRSSjsdwxgBVAHd3pzh1sc9f1YmdxW5yDh57ggg7T6vWWsnrXRDhK0SZebqda2O2EPxGNLwpsvrXOJXCedT0CYeVIrArgC/8pvy5H3Is/ybBJnK2F2DH1LHTj7VNcdWMOcrlqCOzB5n6UekpyQPc9SNVz47Aj6DP8rs4EYYdrc7VZU1uVoT93LsCx/JH40GA4rCXYIlc+V3QkAdyxgaYKXAOQAXoZCIfiZTCXZzhvdIYmTDj+JQZ+hTEvokD8E8NXyUvlzRlRbaL1xDpO4+QDOUdYF8/wG5bcnAJHD04SUdkXhb2/n9pj04O87iqw5bgzGfhszHU8k/GEkyLc5o42NX3bZZTCx/vX73RFX5/jLd7/IEz3D19fv6IdHJMToPMw67rl4ZufwMvIQ0oWWLVvWcBxzIcwxp/Hg3vnLphxbQryzbEutvJ8rbj75BiwTX389DA3sviHnEB5++OEBtDf63YEDBzZt2jggvWbPnn2oHc1z5LCMBcO+UKR+B+bBY+PvHz7Kcv1Xnbrj2RMer8VUWjBjweCsQd6r3//p3Yb7ADuw9ELEpfd95g74OXfu3CmEl+KcBKMxWPlnKqUzmslkOtWxCpDpOLK51dXkTs6WZyhHAbh5hCk2+9HJW8ohKwVNSgypaoTJ6UqZ75PNo8SlLUBUqujbdPKfWbYsr+UXWY5SC3U09/zFskX5jJWzDJjHARRkUVm9Dd5Qt4Id7mBChPs5bZiAMJmBy7rrMIvRnI6jjeJ0lDHITFJdkkuxzTiVVF9NTrtRlizLwlmcpOLWwULrvJJmrwIVvm2dFkqFGXSYMH3DmhHVBQlhTjoNurIzNZo/0352zqZvE2FKz7VQPSIYbLEAJuvy2fBScqKxU7JUMbeTgWYFjOTIkno5w07xr+3By8k2HAqIzQdfPB6KHA2EoglFJ95Zyc3axmwtOxYplGkHgAnwEm5a2G2CYRMItp3sNCb9splAVAF4eSgQDsS9EeaE8PEpZJs5ZF6dwaMBqy2ai/OOrpcWo7so1e7TIVStXB6dci6X0+nw2AYiEYCXbXMTAGHeuBcTbr/4+pe7iDCv3Ya5xCuuuAKLs6v64REJ8Z1bzmUaiPlEFxKYf7odpYquvPKK+ndsdZX83XffLWfSphpeQjy7CEF+LbNIOZ772JOzZyGKCwT8ODYmbC75+PgYnIeBytfIzOH1Z63dTN2PO3fvOdj6vcc6PAAsD4/763dgwtuef+ll7Lg4e039Q3jq44+KPbz2+p0N9+Gt/3kH+xlmzOMe1O07dkwtwuRzMhZEvVAYhTNZD6eJVjKZVL0imFrtDC53crYzQxWcrEUrCPMjG9JsJfnfOVKTWYKRFLZxD4uuC4Qp1IdczCBRYc8SNGW59foqJe3V/uzhyBZTyuGO5WjHmuj/7FGgZ3oukyDdZgPQbi5//PhxuKXiSjwajXCZlRNlojQJsydl84riLwAyWQKlhZNgZy8tW/dpoiDwj6ti3vVDZko1YyqD2BnIWiLYDMgEHmc2TBFOFgIJ86NUdBzJO9UsartK7qw9xXPNu0cOg0lKLCtCA5N9HMQ5z2PF3xYnR/lTxwdHLJPh/At2tgCZnXQFtIMwCwUtjaqV7F+cUFXscs9gPyJsSNYp4hI/3ITcgRmJhAHRsa4pepEnk4jxqMOWEaafEOZhdPNBhFk9qDavRca5RHingJcmlt2x1Z6XLYB1mT7WXv+qVJ/CpiDxIEy4fN6NtOLlgdIqwrz/AdSoefmB07sFL994/suwwdHRUSbq/m5/PzwiIVYsRGLOlSu7kMCE+NGuGQxUXnjhG/VHMxfT54033uAPLhwcmnJ4CbF7Ljr1LJq+sCHChOBexBdf/AZn5uGJ+NWvfrFgAWoBjU5bNOeCOSvPXX7VqTvu/ezt/P6NZ6EO1ddfePHvh4/2DncB/ryc2i1uPenGhofAIHlwcPa77/+j4ZZfePmVARIs2vEVzOQ/+MiBj4JUEfcPxJMpGKO905gu1qd3JtOeHbJeuVAHduZqZTKbyYE402JF1lRU0jnaSFBUc9jbm4BanK3Kfe/OacSMh5AYyuEvOdYaYqchZDSwvmWlgrqsblSYcOHMbH1nyTbmzepTJyhaxV7yWRruCexGJmsxMQTm7wJpMrNzIiBM00gXaXbjO42rgQnCY0V6ARxEX+94vCU1aZ4l7bJ4vqJvwZP1081DpolbeD7CT0aYeSL/0rFn8HgkJwu5mp8j/SKqlXdDd709po/kTph33HCEgw8nMFkDU/g4OJ6PDC8NIbvE3ZVOxhi3mSdOE7OzGWR2jDC9uSq1LxDCNNg/XyhCeh3hsVDEF44EorEIYCnJO5JHTsbDsERChBmN6Gg4lRcs8mAoBCCTu4UFwjwSCIfiCkBWT8f5Jv0URK8Ik7IzpH5JT4SVIIdKTVeFIVQbd4jIpubyWTkDIFjk8NjC+ghOSSAcOdJufVwgzOeefx7m1oduOqtbCHPzGqwvX3zxxfBz14Z+eERC/PqecxjX+R+Y1hWEWXL0MJH98fhjtYYURphxCWG+/vrrdpX2ws1TDi8h1g7PbSb7x3HXifsGUF1qMyNMOHA+lg1nrXvq4wee/PgB1/tZpXz3DTcMDQ1942NPwR21/YorH33iaz98/addRFzvHTxMWdORZg6BZS0vvHBZM1t+9Tvf4wO89HRUPFiydOn7h49OOchkvdBABIYvjVMu1bOAO3NYmckUGQwuTlVgy3xWIE/OMXpmMptDmLarYzlrKrGBarlvNzM/ct5JMNl75EbkOVsJAOkII9siRXlO6RSycg6TcWNNnaKqfCa3axbqigV1gjDly9dPfO65A3DUAA6pxzKewWQLZhJN04rCbB0KpZMJdJyUNDNFGpNSfJNlPRZdszJm/Xm5XKslaMcskl7UwescLycwGVMxnIjFY3GaFxiWGAZyQ1wqcFxYt7NbDhLj/2Tj6VbxcKmao9ciwhSfZZ4UaS4lCf8nhHd8GWGWBMLE9kuTbGJYJ5M91hlTEUTKc/OAQJgOx7zNbC0jIuakN3mK4G0A/3zh6D/H/AfHg4d8oSP+4NFAaCwcCysoMSSPljZ9XlNRgycWNTBdiVaJ3E8bCAL+CsMdi9lOI+2PxI8QZI0kEiYdckHuh7d7UJvqfimQUqWqpmAxoqoqU9e5Ps7dy/Cv7SmIckg9JPYWRAcmPzuwAtLNdCgWO+oPtNH/5kKYP/zRj2BuvfGKc7sCL7/36Fdga6tXr+aJ+7u39KkDc+1S1K7cemFHNpHV8Ysbp/OB3HPP3d7PMolKkaePwrace6nr4LaPhtY6xIJBFDu99ktXNgPPIBbMwIzl22///uqrr7LLzV/2/ux9n71DrpvPnTfv8LhN9/7N79/uLuJiuXUWrqwTd3zuljkEevnVzJYfeewJeOfsWbNXnLscfrl3//1tsJZ6EUf9wWhcwYZMXlk7rjd2GYtwS7XQushkOtxt/tesaIVyBEac3GaNnsyJRgiT9wQ1/WhG4yHUxqtC1Kg5lcuSnPdz8GoFivZywOluMK7j0VUkLfP2MRZkrfWsw/QRte9aWuuTlflMxswNz0nnCFOe/Xt3xpqYxQBOaDGkJMThZkORInT+MWLhSGR8PDE2no6EC1h2LB81zKEwq7IDr60pnU6TTV4im6upkCn6yvLO6qnP8HLSPWvj05Slmng8HofnsFQqGaYJgJl8cNze64zGbeHxvE1HEpm0VnsyvTl6rYBMAS8d/ngKriAR/xOZTJl7Zd/VznrQpsZnYZ0mcphlzlqJRRUKtjSTjDA7ycVxvlcgpWY+ZWYy/mgc4OVBH6Yc/ZFYIBo/ForCHzWqO7tAJmu0QthG6k4/bSCI6o9wfVEVQVF84QjAy2AsnlDVDKUH4YOodwRwmrhOTodGA4SJdw71lrCKF2dN4YrCVUA1TiLmd9i/6mgplLfAWVM784DdNRnV0OGIAF620f/mQpj//dZbiM3WTuscXubf/eyyxYj0mD3Ery0rLki+2Fsrn78eOIu/6907pncXYUK8vW/6HMRoAzfeeKNLPYOzzeRLDqMissz+/ve/8578YVmfEpj75i39fd3vYt7LA5++p0mEeQXVi5csWUINivMBs9V6541f2DWXfMxdrzlz5nQdbj3x9DO45Zkjj3/ioTo7v+5szJxv2rxlaNbQwkWLmoSvN5G5z+i0RTY8fqub8LiDZxNZP6FYPG0aUgd+QRZdcctRSm4+ZbRWsFMiclTkNqt6MuUsaM3spSM3JL6oWKmeVGpOGKckmR462ptSnZ3boggJN1RYajt4iicnC4vaF+1ydt7JwXJ3a7WbT9axI29mqG8yr9hNhDl1EqNCUz0ajQA8gZvtgw9KcOelATFGojGfPznuIMzSRGnCtp2CqZNmcyXj+OLBbUqEi7ie1gC9EM/ane+qRGjZHrF46lxWqdKd4a+m2pYZI4489udPTKQ0VSGHweosVrWOjcwY4i7NJjOZHeoUyQEPnWmZmq6hS10sRuSslOwab/dj0LjkrGrxKsgjjIyp+A3cjSno5E3iLs+Q+VzNwy0rmwnGlMP+8CFfCIBlLJmCgF/GQtFECqvPnDoW5wH+AhcOgsrxqAXB/bRYJY9G4wi9UWY8EI4E4H8UJYm9nWnDTKsaeQDBD8minRoDTKKTe3QQSYgCJaHy2O9aQnWvDHabxLHbxOR+17bHB+cqZHMVHB87i85FLiNj1nJwbgNhvv/PfyKiWDizc4T59XvOGEB2zJVr1qA44eVr7QTg7MGBuy+bJmPCwrdPiz5/xj8eP+t395/92u1ffenGc7927fn3bT//li3Trls//fLVMy6/aMYNG6ffe/m0p3ee94N9X337gbN9z5xZ+I43wty2EmHt2tEuJzBF/P3u6cvmI0v9iiuuSCYV1yjKqhSapsF1uvXWW+Ftd/RLp+j2+Uvh69YNz631hp8vRSaOp0R5rXjw0/fwVVt7zpr6cA7iyY8f2HvybhfC3HbJpb1AXNft3IUHe/bFtff83uazly4st+2SSxDBEmBuhiLUtzgWCLGhD8rNTVTUi0tCa9HDzUfCRaiv6DhuSAizujomdXJSoa3WPOVypZTq2i2hmpKjX2Rjy9qJF3ue7bbXodgN8ovMMZGHsSUmMCudN+2yeJVsUaGR+1ur0Z0q+eQUK9gLhBmJhOPxONxJH354nBvbkgklpcRNNcVVcoSXMNtSzyT6S5IPDntHEsacYKHvOHVpMv1czne5qszizu/bkco4hzts+S+IE9AEE/Ox7DBIet0eSomTXlrcJUfKIC+xy+sfV1e01kUQlViDQ4hEIwCiNF21LIPQUQUyyUt85JIjR4bWVFw3d3wwyyg6Z1OV+Z+43bE9xkr5zLeilpDJZSNK8lgwAiDTF4nrpgnhQ/2iSCimABbMkoyVGP3YT4fUtDK0Fp7gftpQOBylHDW77ZBKAP03/mcM1kS2CTslbFmzPRqLQnDFk3johqu+b2sv4L9qMASgOcFEUddJ9iqV1JEclyuW9Qfa5/iwNr5wDZN7RGEATGpqMBZtqB/YJMIc8/nmzZsHE+vEXztFmIuJa/Pss8/Cz0vWTP/wtyf/8sDpSxbMtKuow7OGZyPa7OQFnx6aPTBvZNbiebNWj87cvPyCy1bZ3ZLP7Lgg+7WeIEyI8funsQD7xo0bxseP8XVhFiS7SsF9+P777/Oe/M+yLX2Al3fOL8s/Pj96ked7HlywnIFT8wgTYtl5F1556vZm3vn8x5589oTHN525nvk1/PrGy6/0Amu989e/LabM6s5TrvHcGVaM59ffDh157oWX3oXlUxNbPnhs/K0/vjM6ulh8/Jvf/f6UY0uOw+N+XygSSyRhRGY6iWvE8HTzKVfSuRszT5XxXFk2pA5unCj7mNeEly7bwTI3pxV4WanBXs+xzi4X4gyea95Lsel5qkjtqlwWL/N65GywIJU36ePTSXQFYU558FGoqhoOh7lS/K9//YuVatgvLJe1WHcUQYqRzmpaDn6aaZNGVGbLwlUvYmkVc5tcN4T5l5vQKvvH8tUKok5u3A4pgdy1Y5Szl/IKiB2f2RGGcTJ37gEAyXrp2EzWcHtxUFnewc+5Yl3d/o46MKseN8M02Ag7Go1iBg+wpcTc4UzyhKRdL++JrHtj95dKCvOcumTYzICzDYRZKpUVHVtae8KTHk+mfGFAUCF/NG7C/mQzQXT5ifgimNIkO56iqKcgwqRcNCmrsJ9OBv4TTksSrX+wDp5MpaLo1hRjqMnMoBTdq3QSsIWStY+Y4MC3N8MGuOice4erTEqwMVKCtciAoAQ7o5AmJ/cnc8a47fFhosIFPu96gvgqZHKZaEI5FgweGu8CHwGlUXx+ZuVE3+xIdP2XX0cK+datW3fvxqTWj+4/AxAmx73XnFsNLAdRR3FgZGjW/DmzFs+fuXz0gouXXbBl9fQr1k/bvfX8XVvPv+zi6WuXzVi2aOaCubPgbYPNQdORoYF1o7N2rZn5+OUXvHHTdPWxroHMxIFpO1YgWl627ML33vvLpOM8CzcSLC4y2cyt+zCBeVdfEph3zV/Gx7v8PPxldLY3b33HHKTzA2JsCWHeelIDbXaIQbggjvLkDscWfIC6MXvHlHn5W9/hb3ng03dX7xJLJ40uXrztkkuHhrCz4cJlTfF9OL77wx/fdsedL33z23/481+mHFiKYDcuAJlKKkWSL+4Gs+pMpjB5LHfs57Mi6swsPBFwGqTMJxX9n131EG/Y5ymHYHBkmInZA0RnEf/XSVRmc5J8JfF08p66673QAvq/A2Gq2HFE562YzZixmObzq+M+PRzOpDXLTDNnFudoyyxiry8Agxz3ZCrUjSYkGWmdYi985PS+nauhEPdwd52kRA6tzFunhwIzsajGjWlYllqCnwgw494Is47bi+TNmhNfVKsHoNMOTKlkAHtOybREhYMPFe7FEpV81b0RpuNjm+e1rWj/Fv6YZZ1MekOrnj6ii0AwiZofjnL5XFJVg1FAmEFfOGJYppW1IonEGDmVh5VEhi7ZRLlzw3C6HdgQHB2puG5uWgafMVgXBWPKeIgMROJoJQn4k9VcKd8+adv6Fu3sLvzdkULCl3C24pskparcu8veBPGyxkJ+QtKzag9hZitd4EUHpnNNCzASBqJRgJcHx7owfx0e8437/VdehZyO977/hU4Q5u7tKEf56KMoSDhneFbx118QCBMi9foXf/bw6X98+itHXv1y6rUvyv/UUig/PuW9b5z6i0dOf+n2sx7edc4t289j5DmnnEJzvwDcLpoza/3iWbvXdCpklHvSNitftGihaaKXrkbrF3hm3v3LX/C7Bgb+1PsE5j0LbHi54tzlT/7XI4Ns2ePFLVoxhLSXrWdsbglhNhPyGV5zzuqhWYjo7vrcvl4TsdmC58Yv7HLtz2OfeHDR9IXVV3/KIWKXQCZ6/QRhha1qsP53jS1yJtN2fJP53U3PLEJ9yA7BBxeO5G15iFdXLRv2ebpiUlKhgSm4WxqbIgfF2JVzszlHgIhD6BQB7OwPwpRmgbb6rKa6Ps5RH2HKXiSIMONxze9PHT2mBwJ5Iw3AQdfR0RurzKqKmcwiYLAS3AoqdTMKK0Yh91qs7FVgQ2dxybJiedUoDdj0nVPO/FQzTVAFlBCIY9aDOVjWYsrlari9sPgVMUSqsZaovNcHmaW2fXwqE5iwt+yoTsx3TMPalW6pO5R5Ikyfz3vxdGwVI+L+cN4Srr7g+JQNffIte/q4mlRbZULBLiXVVCCCOjy+cNiwjAxcL10LKgogzEBMMTKW6L6GG4n6aaOsCXD8+Afw1SZ5nsL5oeUDKSChT1DsaADudcxOKokEpTdTtMTIscgM3sNwY5ZK3Fppa/JjZl5hpyTOXsINT6sqRLe6rrNzpaZreZL2cjpdW+5crZXt5w5MgqwZdpeH5V9DB+cWEOY4Ikyuko//4qS24WXo15/nCf2+++6Dnw/v+mrbGLKleGTXOQwvNy5ClLV2FAvZK+cNbh4dXDpncKQSdv78xi7wgK5djQjz+W88N2krbKRgAfLX997jpNk9vfTx+enS9Q8vWH7tnEUCXjK4YlHK4YHB6o+MEP6++eQ93YWXj3zy/l2nXHvRV1HLnX3t+XXt9df3Gm7NmYviSxeet7QO4sVMJqHNwcHBKceHXYwjvkAwGk+omgXwY8Ijk+nI/TmNlG0gTBcT3OmubFsvqGQzzVmNnGjjDfs8vRCmoAnAys4igcROEII0utr1d2rlQjhdzeVhrXVPO/JeVMlF133zdBWZQzTlHB+OOggTZt50uoww0SgTLoGumbGopcSLxCVh6zp2wSabQp3Z5XB2YCpMkg428yu5aC6zwGw85nEdWRu/geJ9c9fI4d46ftzyBuHaxVGnKJ5jKx/SmYEjUSt1iuTLZ5PHK7vjXO8RFXmkxlRxW1pdtdWClw5/HPGlg5HKLaDiMRSseRoiqrhXnJUlj0hWyGRsyYQXZLtkrayjyNQevBTeTK2uF5AJnkgAiDo07uccJqoDZS1FU8cisfFILJXW4VYpcmfpZBF2lZon8R7+4PgHBUCYZhlh8p2gpXX0CfIHwzEFEJpJXaaM0mGhgUVxpJyz2yZ2Vx4/fnwSgGYJh2w46Ux9crSbCgwvYRPwwVg8ljb0XD7DQ7HtCpRvoKlb5451fZbXs4Zp6GkjoeqheHIsFD003oUOTIEwv/7cczAX79nekVrR8/eeDhu55dZbFi/GZrbDr365Pwhz0TzEe7tWzAY8KdDFC1uHMnfOETGXmOA7VnSBB/T2PuQujY6OJlMKOVZk4bZ5990/L1tmJxW75UX+t+XbHl+48sqRhWuH5y6bPTwy6E7RCnjJMTxzGP546cgCeSOHVtjF62dq2Cx2GHefeNu8CxDvrVixct8ddxx4/ImXXv3Wm15E7Kefe/6Jp56BNzzw8IF773/gzrvv+f07f27vjhVnYO/Ju+uDzP/f5DBFHBzzAcj0R6IwiDHIrBx7BdIQNIFWEWa587AiJm0t8bbmYruOxjTMCcHuqdXnWQNhTjpGvQbNVuVZr12oUHL44xnH+YXtlaur4bWCzSJ7kcN0aYl47/9kJaq0FwIFXiP0k+riGTLTR5EQJpdfZYRpHzXcDIYOMYG+8JhLzpoGtmOiEmEUVvHMLmeQmTbSiWSCeRUpLxQ0UaNv1jFgqkkMaaajuBJlVQCkUhWLHB5GmwqaSpHIvMfKqFypzGere62r7w2hMyZwtVOV7gLCtNlY6Kie9GS+M85xZVNdZ8xmxuF60PaIBHClEqWaRYpYFSeTtVrKQNrJ3tZ1nEoOoxB+sdBDPH7EHwSECWMpqqPT3aKbRiCmjIdjEYDWaY1BZgmZ4xbeaY6uKZxfuIkpRZnkzgEUQk+pY8EwOlEqCd0wuJsI1sJsCRSlV4wIPtROmeWUJkBN2CCZBBVECwfJxhYAXqqaBvc3d8DyQ23fdblMq+xC6vItVPesOr2sFvafpNRgTDkaCB8EeNmlQiRMWEd9gXXrMQP23y99qROEuXYlQq9HHkHr6qs3TusPvPzJQ0hdB2Sp3o5I8o2rh7eMIs6U4SXEruU2PFs6b9bR/R3psd+2wWYtzZ49Gw728OGDf/vbeyz+yQD3+0vWtoEnf7l0I+DJXXNH1w/PXTR7aGjAu+V0cGBwzgVzlp6/ZMNZ61zg6pov266OP16yTmz21VFk9M+eNbsX8JKD05jweuLpZ+rcaasvusidYxwdffU7323vpr1+JxbKPV2K3N+yePGUw8KuB66U44qWTue9ZisxpLCQSFMoTuq07EoNsWpOzAi+pwMyW2O8lnELrLhxEmSOqoWmMMQWaXWvSoI/jtO6jTcmvFzI68PL+niggzOWpXmkJn+hUpcegTGEaG+YcoRZctxtWK0ooShFQpicq2GObbUmJBz3BJUCEV5qqhGLacFQKhRKoZUMpdQ0NZfLI718YgJAhk5MZ84vMQ+izJFxVlj1QGZVirgZVQSpUpmpXgVUs8jhRTziOOAN2aHPdcVppWOhY/VEPX+BkrM6sw2zHIUxwZvrBF7mHTt1uEBc5BXFcfez46RSOZvK7SUVXQr01HNlnDcIV5Cvu62BmWsZYYpMLzd2tqRFj2eYLj08JoZlArAEeHnIHwzE4ujwSIMSDFLxpOqPxMZD4WAsCiCT35/BJg5Aegk476R8npU7PWA3AFJGiZyOekeqKnUI57mjlUF12tBTKjVbEjOd2g8MWoPAVicBah4/jqsnVk5AXpizesKhoGDb/mYd76eW4KWTT67oWZWbDTRdZ3h5qKvw8vB44Eev/xQm4nUrp3cCL//wzVNgI6tWrWIj8p8/fHp/EOa6Zcgi37Z4UMaTyX1zXAgT4htbh5hqBD9fvGpGJyDz4L3TBM6E1/oNiM8vW27/5eCKSxokJ5dtA+B35/wLLx9ZsGJoZO5gTW4982jmz5h3yelbbvrC7obCQQuno1I6bFN8163zkHm9YPqC3iHMa758JXzFrj03/PinP//T396vdbMtXox7svacNXAsV315x9qz1/Ax3nv/A+3dutsuxfTs9V+6unqXRiTF9ZGRkSkHhF0PZpcryRS7xtcYVSaarUQ73HCeuQSjsItgQ1aTpqxLy6p9lVsjfU9qGsrDFN9WFhH54w68LBQr/MTZqacmsJSaM/OtOxY1ORvy6SrUSbU57vMMKdl1SIDMqa2S2+iO4YqOiusJYkl8+OFxACWGabA8oHxZ3WcAbkOYWyMRzefXAoF0MqGrKPoNs7yOmtg5ksqk6nNaxyokcSWY/iNQXJ1MZrZG71/J6S0pkO+Sk8+vnKw5g+f0f7r6D2uxyAEGA5qqlTV12MHsQ2S3qdTJozJ6kdYUrVUE6iUwaVGAEo4pTGC6VgHlU0R0FbsNkk6mM4w46utUH2dSD1NaGLJyiRy55FkbZDbD8RG8IeEcUX3m60cRKdKWkUFST0rHPsOD4/4jwXA4kcw4oyhhRTOWSPnISjKaTCTTWtoy4B7jG6xICJN9ASgPj+cHBhBY+QSi8SOBiC8Sw4W/tG9ifc2ixGzKE4VFVyRCCvZJAJlwHuHAuFcTHhAU5orH8A3xOOeQ+XgFW6pVVhS535KcSGXWl1cKfB1htwNR5bA/dHCsa24jhyiBed31KPDyyoOndYIw77wemyHvuAMdXhbPn9kfeOn/zpcYRfz3NcPVkLI6Dt4wssSppNei/JhPNIszx/ZPe3DbBbw1gJfP7ECsO29wdh1s+fCC5cy78XwNzxxeNG30orPWXP6lHbd8et8T//HUlV+8Gv4+94K5TYK9O0+8lTcFX8TfuGkY22vXnLO6dwjzXsfWp74PzvBwxYEDGJ5L5fUFCxa8897f27h7f/QTXBmNzBx++oTHXLt0Cfk/wuuGvTe98u3vvn/k2JRjwu4GnOoxKsdkayPMycnKQrkXK5yDtdE4MtSCxQ59XcMbNXiyLbESqo9LdLzTHGejxBZG3QlRM5JKnA7IrFlgZc9HG9c51KcunSj5AO0zQ4UzT0IHYyc7LeykMRlkTnkTpqjkAsa0JKUXVlw3TDOpptS6CJM6M60MAFF/AECmqSiWrqGKEfJqsS/TsFUxeaWAOcMEKbpgFVLu8KyRyeTrWI3eS2UGui0mIHPPpTu5QrFH3kJdFrlV8+lw3Pp4WSHUxupcypIoBBTLFpMdwku7A1NNsfRiNVuZ13d0a+YYotv2QwWnJVW4hsGVp+wl915SzT3BaUxuxWTz6yaV0p0ugnLfZqsuk8w5Miy491QqkQcO+wK+cDSeUrMVTTh507ISKS0cTwBchAjB6oAEiIR7o4wwYa+w5h5PALw85A/7o3HDsuR9mxCuQzTMCm1DuEWYp4/KCOgxEI/Zgfrt8L+SllFZu775M+a6pZls5epZFd0OmHU3GVpHD3evAxMQ5u//8McBKu/qb5/YNryEzzJu23sTuiV+7cZz+oMwr99yPnzdsrmDzcBLEZcvtUHm6oWzEgcqKuZ/u3v6yOyBb17bQoYzeWDas1dcEH9k2vUXYQ7zYi/l89eXrL90ZIFc+J49a/a8GfMuPHfZxtM2X3fSzvtOuP/p/+fr1XHnJ+7mTGbzeG8l+R7OGZw9MjgI38jNAVeduqN3CFPIsx/x1bwz3/vnof0PPrTnxr3bLr10+fIVg5Ls1NPPPd/e3fvN79p+4o994kHXLu07aS//05RDwalFmJNSpqvgxQqfcJyUMeuiazD2JjVNN2Dkd3d4dhjeWn/tIkwZPDiJlCwRNluomtVSBKqTyXRgie38LqKLJ0qaFAp5OjmerPkywnSY7AJsNOku1NMQ5xZrqeRFIjjUcKEQYQLS0FKenBc74MQCMgSQEo8Z0WgW4KhlwAIIMAs2tUXCqWSCWbqULCph9knXWaIwgSqaGVdjpLxkEDZM1fiN78mcLbwv+F+VqvtVuSA5qljkBayxYva1JotcqESStY1ks1Vs0PBQjU47RJi2e0gqmSSRqOo8IYwYcFtmHXhZzvxL2UUHYdrGPaIDk7ElZ3fhJ1nbEOZptCASXa9t+EuKJ5Q3YmaseDLlD0cBXh5BuzRF1d29RkgVz2QSqh6IKmOhyHgwHIxEcFFjGCV6mSQTGieqj26kkXkdih4iA0qAmjAYyReoaHd6IzKEq8xtA3y9RDcCK7TLYuycAGdRer4rstRyAPeS5xkrOUL31d2wDCPhg2zGVHE1HRY5M32iSnI8FDncDcfkgyS0fnTcf8896IFy356zO0lgfpeMyK+66irmFPu/86X+IMwhwk/Pbh5qCWFCPLzBbssEPPnaHsST2y6cdWT/9Hu32DnJq1e1LGq0fAFy2HfNHZWx5e3zl47OHpKB5cpzVt32qTs98aRn8Aef/PiBJvHeMyc8LjQqxeu+z9zRO4QJseGsdfAtt91xZ/N34Fv/86cf/eRnz734Utv3MAwRfHRXfOWy6l0aId7Tb97+w5SjwV4hzGA4lkgKhFkSstJec1AtVjjPFxaWGtMwASRSiDANNA/KOXLKdtGw81qw6DQrOAZz7VXJq8fVaveQllBQtSKQZybT9u6pW7vsVjiFSJv46XlE8pwy6fBTPlIscpbvy5HDcoJYt5MIwNCDL0HprHoIc5JAJtx42UwBZsY89mcCksoaaV2JJyPhOLn1AaQE+AJ3KdN/4A7gnBC7+7lAJmcyBW6c8OpkkxFmGYs6rAq5o7gW8KtkkZfg1uX8aq3jlWd5pqWXb3tJw7MOyOQKe+cIkzsGAfvh1dHULJYb3HlCGDFYuUseEOx7r1J9gn0JGWcyl5yLI6ZlE38YYTbUsZS7Xmvljet/VnZRhwEThrhgNH7EFzgWCMWSKQNtLNx5WjjhMComNT0SVwLo3BOFPWaaD3w7wL9wJOoLoQs5QDLipCNe9UdiCVXLiYyog72F24XQVrLFirGrwS58s5+OXZFhqnjBZl3ZrCiuLlmm5xkT3EAXA8hZg8OQjg2lrruIx2TGsQD9/WGEl10RGyR46Rsb9y1YgJ17f/9hRzKYl23AXOI+EhvftfX8/sDLA7ttkaJW4SXH764ZmT9sA7DNS2bxLxcvmiVQ2aI5s966tYVkpkB1aDk0MDgyWCEPv2D6witOubJ5YCliaCYC1JtPvqF5vLfni9etPXvNynOXL5q+8IYv7Hz4U/f1FF5C3P+Zu/gwf/v2H/uGsuBBuHnfbfCll56+9e4Tb3PtEruTP//iy70W55ySgHFgPBiJJ1KMMEuO40zei3UiM45LlaxwGI7SpgmreC2dThsmYIJsno1sbHgJ804G5h1UJO40q2nPpFniBTiV+uanv/pbpkW6RSOwwZCsIR6ur2pencnshSpRzZmxshpbCzNXZ1B7lFNtNQRrlSc4GWHa7jyY/vHO6dU8JxPkN6hrRjSSCgTioWAEZv5IJJFIALpiZi57+UVjUYCdsqa0rQRoI0xvjo84gZQ9zpVBJiJMO3Ht5OHraf5nSdkmRtx5rqiqqsqqSp4I01b7h8WRC15KOLN+VVTUYTsslHPxF0vkZCCSR4TsZojTmjRXS0+p+kxWgCgHZQnM2cx6sH7Xa517vkTLZxi7DMsQS2b4i2akI4py1B8kN161WltYXBcYHWDdzdaQmJn84IMPP/yQ3T99geARf+jgePCfYwDJ/Id9fl8oHE+iI0bB6S8qOd2PjDDZsTdfWy3f6wTi2gEwOde4BcJ0vW1CcpXi1DcNsDkGsXZHh1fzjO15baRVTY3G8Zx0a4Zip8jXXn8dZuEdm87vBF7+40dfgI3Mnz9/8+bN8Mubj/eJ48MiRTevnt0ewoTQbp+zYaEHyeapzUOCe3P7hguagZeBB6ZVbwdegA8vPnNtrSJ4M7GAyDuXnbatJcgnduDWk27sNbyEuO3zN/HXPf7U0/0EWnfde5840iXTFsu7xPyjm2+9rc8IE74OKYpdWgnWRpgBfyiqJNUskQozOewvgpFTN9MWD2J1feUmbPs2rFfCqBhLJAFhwjDkamVkhAnrW3T4gymblN/adtyTnSPamAfrD8UoI+ys9wFkNjNzNfTNcWUyAWHCf7Z37G2Ek5vCulgzbVc9rdq3tuclWxeFe265aiyq5JhHylrsmtcGwsyoKXV8PHHkSMLvT0QiSUUB9BqnxCU2tiWTgAcg4OuYIuH44tm4EXVN7Vx0zTvZLiw6IFMgzEJRMHnr3V0ywiyVSrB0Q70lLLN6IGqBImpmIB36TH2EKVJ8nYBMBMOayvAS94f6/VzuXfysNel3IEoVjjCvSNZlbEnPRprhJdkX0it7yVfWQxOA+kVhfAvHlVAsDmNjlkAm7IaRMWOp5LEAIMwgDH1pCRNWbSFvmEYEVYbicIIAXv7rX/+Cywr32zi2cQYP+hBkovVkOBJPJkzLlM8MIX/bH5MhYkP9seory3r1VsYU5XXXeFXueXb4VqwQZRg6vd90uU3JYSvWamhvBPDyUPfmLEaYDz+MykJfu/3MThDmI7ecBRvZuXMn/FwxekF/4OVPHz6dcYV6W5vwUsSdaxBOzpk98P3Lh1fOw8wj/NF/08iqeTbKXLWwscDRi1cjzWd45vAT//HUAx976I5P3rX3szddf9LOtoGliFXnoBbQqq+ubAnyCXvuWv7d3U1gspvP3fft7yeW4/j5G7+5d//9sMBBfCtx7VeduwL+8sq321FD6ujJwg7J8BhqPnSNkVcdR3yBQDiWSGkZmBZymXgqFYjGfOGIP4L+wSkNDUxrDWWs2pG2jKSqReKJ8WA4EIm6+I/OGIuwEEZGwLLhOIq85Vrkb1ZvTdTOWp0Ha27ZaSXN0maF5XFDHWY5z1Zzn4UrNDHHu65KVD/YCMa0KS12e4PbZVua+vuGMOt7BgmEyYrxgAqZ0JDBU42fsuvINfwTa26WFTJ1TQsEkmNjyWAwFY2osRipuqAqZoIMaGLEqbE72cw09b/lhOt9rgkPJpstXoEw882zmOGgYiTTCR9A3U5EmEooHKr2i6zMPlkeTwSXyBspA9htio51ToMnixl/VX+HT2F7ISUwTQF3C45lKqFKxor8/pbGgYp6cbYMMutvRz4/tbCoQLyua4qi6JalJFPHAqGjgWA0kdQJScL+WzkroaXGgiFWR1f1NPUzePdLkCM53lpwigFhfvDBB+hprmDpPBCJ+aMKRCiOvkdGlRQVP782cb71DtJJSVMUVs2wfdNr7Sz3PBed5gTm7zNtP1flMuz6bDKVGgt0zcGHg50it2/fPtCZDObke58ZXYC5xKuuRtPJr99ydn8Q5rrliOi2jrbG8akVx/aOfN1RaH9tR5mWfsvqssj517bXS2ZeswpPwtJzL+wcUrriklMvpSL7/JZQ310n7uPd3n7aJT2Fl0/810Oj09BgaPcNN/YZy8nBegg3nbxn/2fugr166uMH+PD/8o+Dfd6TI/4AzCWRuOILReD3HmUy2dkHICLAS8Myqa0oyOlTALchNP1R06aRJU1m1uShMT3DJe+krkWTCRghGQmPB0Oqrnl61U2y/4WSgK9QUqphmvnO7BqrV9ze0STCZD6I49LLhSEbG9RVY3bl2eoP8mznh8hkKhCmYaKlHUMjOWSusd1tW+pHEb/8XbUxD59bm+mTtZLs4GyacCEn20WY9rWG2RamzkRCjceT4XDK59dCIfiL8CWkM5bWdKSTpIixzgaF7GPC2cgG8BLWFNwdUfZsytfPpMmBCJOOjt1e4EZUNS1M0jSu45U9VjzueYfp00zfL0ORxgizjBjd8BJtstN6IpXkDsyytCYaWWbTpDrE0l4WXFkqnbRx2zieXAatmxp0s9TyoHEfOB2L3K3K/ZbxJIoOHR73Y09RKAL/SVUYeJCyrFZ02Bfwh2EYTVmOfGXV02cQ6RtVm+CKk9Y6ddVS1wecEDgVeDaytk5+1RYKXNp2nHpa5r8Lno5pptOGbpGYlTxeiRy43dHqpOt5vcDunHkv/Cwdo5lIJscCXauP2zPUuM/n97PLYeqtz7WNMH/x7JdhC5s2beQJPfqDU/oAL4Pfs0WKftucSFEn8curhuc7TJ3Fc2a9fM2M8fs98pkXzsMGzm2nXtJ1hLn3szdjtX3WUEvA78An7+d9rhZm72I8/59PrvrqSizib9/eZyDniv0PPAi7MeeCOXefeBvEpjM3wH9evn1H//cEBi4YvgDdAcYLkiZGL76FcWxK07OVCJNBJuBP2A1yMFdhHQs/YRSNxBOhmAIRiKKeMKzr4W1czT8WCCrJpFnV4cMBcwpnOyO4VEfLs1r6Oc3AmzLCdCY7z6iecGuNwLY0Zsbm+JQ7GB0NOqEuOFGq6EflxX5DtWemz+Be9Z2jzXMcJuIYYdoinGW39Dwxx7mOWUchvLvBkLuCUF+DdwDYMk/pl6SYkTMoWMTqPfURpiiwEmdERF7QHwzEmYoeCpmxWDGbQfCJFGcUR83nbVcagJcpojDDVAuzMyBG1DOvXaasw/ASfW4Nuy/gbiSXwDi1NxTYYTCChi6khyn3NAqlxGLOEbS0c6154d/a9DUV3ZitIkxBIYcTVel/XeD0ICxLVT0Now1AJTNjtd2VLZjvVnO9H/L5qXUeuC9UOM7TDYO3jYmjYuzweIBHRfgF/pPdIXOFnGroMAYeGvMf84fCMQWOq3pMgzNDIksIL0loa7JUKgG8ZClXgHx19NwcB3DbMZMvSnsKwwyhMSeZxntY7oCtleN1QGaG6VSFGq4cgiMGj0koGoNZ4NB4F/IhzCIf8wfefPNNBIcXdSS0vuvyc2Ej13MG6bLz+pPA3NmWSFHbEbt1zkKHE8Svkdnofr5vwwWv7ZnB+pnM6rntky2QxJuMx/7fJ/hLW8N+H3uSP+Vylux6bD1jE9bH771vqrAlh7g0l592iaDSH3j8if7viS8cNiwDxgEYipOaFohEAch1PZPJnj6qrsN6HBbgkbgCQ+WhSqVczHNGopFYHPaBDHNDgEIheNSt3FogHIsDFs1XqSvjSFvIw0o4lkgGIzEAqFiCr+yNLzmqR9UozhN7lH11WU+PEkTtIUzudBI61aVK0UJHAcYUotBC/kV0ojZTtypNEUebtbsBYfLU6UY+kva7p7Rjj8LuaSzmXXlU9xlzNFLY/SSVSiGXzLQ+/PB4Pp9H9b+qnJ7r4wWHQcwpGg67v4LzWnAXAWbIWDAJY7rLMvOmUSSQWXTcTwzTUEndEYEBz9G1uPl1VKocmcdm7hbYPtkPKTC5U/oIEHUOJQ5jUfh2F8+X6+NFSV3BbvgsONJbTd9ygpPeUpVcaGAivEygZKVQExW7BG+z+YBECdTT6bb1ckUmsyG8dDowKzxoPI7aQZhZB2TyGkRL675QRAx08AtASmofwnYX3UzDfx485oMxE4ZHgKPV2UVcKdALThDAyw8//JC8mZKwdoDTVcubybkWRbr9bG6O3QbZ7uMJ3wVnXdNVEylL5bu3To6XS/yc0ve8UuX+H5pBAInGktib2vncxCzyYDj87LPPwiy8/4b2dYqCvzqJp/KLyBDw90+d1h+EySJFz2xpWaSovXhhq53EXHLe0gGvF5ueDw4Mdh1ecjBkuuvEfS1hP/b3mXfBvJ4iTJZbXzQ62n8sJ8cAeffIF+Wtdk3POwxfOGLiPIKzMKz9kyo2UddRCm0vAGFG4gktbbDQMYx7gVDkSGXnJzuYA3qEn4fH/YeQ8+jjcG2tvkMQt7sryeR4MHwsYKdGc5JGsch1yFHNEZAnDqGULgiPrVbJpSwBdtG7JiyZi81CcDZRt/wVtrx8NucAXSkcxZWiCzC3N0G0HXAa2RIF6QNSR2h/vNFrzp7cG+ZoknuqSooLDZfGMHTWQkzrOhyNzZWQPG4qc5X2JeASbS7ngTDzEhtXXBd2mbSSiYyadJzNyz1pTGBJCQ6L7cEnbaeO0r4kw9gMCxg2q+s6SYur8F2k1YncEFjtabqWdXJNMoelnH2yd4PPQ8sOAoJz3XyTM9z/gK/IaAZfmqa6MAnX3wGpwGgDCI0VLQ2GWO0uuBo+Tc10YMq3mc3hIh0qvmdUXfMBhvRCmDigWYYvHOZ/gr/DfVlhu2D3n5tRx4scblpAmA29mUTI9fFqFcpWg8cB1qgXY2ZR5NVreJQ30Mpgn7XyeJuH6wunovO5iTk+0Wh0165dMBH/5OlT20aYz92LnuDXXHMN/Fy5uE8cn0f3fHWgA5GiNmJ0BAHeynNWAdj72v96+p6P77/m5OsuPnPtwmkLZ88qN2rOmzGvRwhz7gz0vrnq1O3NA7/nPva11VS/htfzH3uypyBzxXnL4Fs6UbbsPH7/zp/Xb9y458a9jzz2+ODg4IufrOeQ3qNgRBeOxTNOZob0Liwlhd3m3f0uWSsYpgmU1Ii0j2PR24uSojAeScOs3X9oURklEosDWOV3hqJxGJNzebY7qaFpKXWRVYxsZY1oU3THeULK+gizcv3u0SEpNPrYXM9mWXJNkAielB40mHvOi31H39gsE5EKDk6eGoSZY+VAkVPiK5J1CuU99Ub3jJKjXk5tilnuUax1ZtirDs4ne9ywk4tg48bimNNzONpllpagReRyWcc1plwoZ+Rf/Y3FLFpHaz5f6uhRPeAHkFkCzGDbF+axmYQ8BVKEM3lPAPra/tH13UJzyOStr1BUPbNrmqYoCrvAsL5NKByOxGJJTWVeifDBceVFZW2xVi9NUeJrNwkycVcBXiaTTMYX7XyVR5TnLk2AbbD/CVXV0jom03qW1W+mA7PiwFEsNWsn9mlRAHsYiESrq+Sc6jczpi8c4dGPNYssqS7D3w6gLhaLsRc5wMvjxz+o781U+eTmWWo+i/K/9bKdzYSMV+WRSoixe3qU10eY5Q6Egr2ghq37QpHO5yZGmHDqRkdHARj4f3lSe/Dylqu+ygBm//79/SyRj84nkaJV7YsUtRRPbbITmAf+9+Oe8O+R//PYdSftXHvmutVnX9QjhHnhuRfCDqw9e00tjAcY8q4Tb7vy1O0Xn3PRoukLh2eWNd4HvCxvuhsAfeFb7tl/f9+w3NDQ0HU7d916+x3Dw8N9+9LGqA/ZN9GU5IXH+T3d6M7aUA7OOnLvOvdJBiOxthEmdc74/OFo2jQ4c1JycrAwE0eVhD8cYXjJ7zwWQJCZVFXABPU0LRn5VBvzUf8PYzxGEfUnQW6yqppMCyyy57l+d32dkxdiMCypQFsUZkUIhMPnlo4iZ3shFQsutNNT2CkjTIGCChLZp6G6Y9dDIMxmNEJ5n9GLWVNT5EkNAQgT9pYdHk0zzUYnuZwHwmwyZ2jPp7BwSCb0QBAQpub35xyEOckZTuoLNS1TSyPIJNY5SqADzmRFIwa6Mrzkc4vwMotJ8ub76Mr4BCntyEGGPwHUjESjgVA4qiicxmRmehevnezNWr9WLp1t1EJMppIKypN6u5BPEsJkh/G0mdYMHUYb7M+ho+jRXddMB2bF+1GavyL5rFtGNAEDV5RViUhNKCX8KWDV7I9E/0kZTu5pV6UeIexOIY4P9gygnj9yfIhXjsr5cLpytZ0CSo7RGFcf8t3A4aL/gcO1Fq7VuVHTs8zpfJD5Qd1CmJhmgbkpEHjnnXcAFSxfckF78HLftecIAHPnXai2/dLtZ/UBXv7cESlKdSxS1GQsoA7Mi85a0yP02ExsPB2JVIunjdp48j+fvONzt+z4ymUXfXX1wukLWSmo+iXaEe/7zJ09RZhrzlkN3/Lqd/qnC3TH3bZP5Zw5c/r2pXXi0DiCLiwfa6pV9UQDToMR7HBXuzHtrGMsDgMNDJuqno7EEx3q5dJaHmmVhKYQXmrpdERJVPuI8bfD8Wo6yiLl82Wjc9dcVrBzgG6nIZ6zhOVug54xCnmEpFRe3nYobqJXTc4L2W4jVFNzEpukQpMnSi8FpjrzZalktiKSa7XC4K+nILOiSo69hjYVmvtdi04usaEuUxdDzhcxwqyvEQpnHrv4dI1aMTEIYRbhl3g8xgScylyljeRr5SprfhGpZebhjlJTWV0DtAh/YZAprjt3nQF4gG8nQU6EVbAP7MTHOUyZ3UMJfNOmVzR9hrnGCrcHWg4lFPKLQd11+FLU7iZ+k9OB2Zo6YuOvdrxZ6yNM+F7m9WBmmbKXCC+NtCePSVTz0VmbquowLEBkm/M1aPMea6ID0/WRiUr3eTNnAchM6ipA+qiCy2FZC93KZvzR+MHxwD9Zf6PSHw1ukiR10lK/ZZ7totDqKKEgx8cy6vSgCpccR7uyqf2vH4LDRWuu6n4eb356LYRZtYcFPuGdZ0I4VzwWCIUikX23oRnKnh3ntgEv77i+DC+XLl16+eWXwy/vPPuVPiDM9V0VKWoYj6wf4gbLp/7Xs1OIMK87GYlUIzOHF8yYPyTV5V14cu6Mecu+unzzaVt2f+6Gh//z0UUkIjTQe9H1YfJnfOudP/UN0T357NfFgf/qt7/r2/fWxmbBOAzRpA5UnZEArJJIqeyE261v5FwiLDlTmm5SvTmpov5GJ9sUeVHsTkRBDz2C2cvo0SoOEX87fB0MyyySSeRikSRsjDDFKFfPiKTgZA5p7rA/K9Swm2Ze1JiMcpweYRFmlPtjztEEp7MKgnBE+DPj6gZ0egItZhjVGefbD0eOz6IZjbM0spaj6KQqSsm6XgchzHzzCHOSMrGGoaeIbpNMJgBhVszXlMfuWh6PNDMh4BfEnHCBYPtGOm8Z3JnJEta6ruOukA48ZzIRkjle5ESeynHt3tPNuZlgRjnpzCPZBx4MwzCYUW6RcA3f+R126FWH0Grgx0p2CRfpL+Zeobmm83Lq494aERNlDUw4ezlV17GhMZfpBblMiDxwjo4ReLPMoAl3l7KZNdW0punM8CqPFYAwAzHlUFnhLRRVbC97fuhiaEgaZwr58ePITYPTFYtFmb1VZ8wRGpgMCNtWD3Zd0zbWI54Ik5npcIBwDwhPJfTsIMpAhzMIZh58AX8IRUcWLbLhx8Urpv/x1VOah5d37zqbP7htHbrYXHXVlXPnYpdg+qdf7DW8DH2/fyJFHPMoO7jujPVTCC8h7jvhfheenD1r9rzp85d/dcXWU7fdcOLeR//3E9Wfmj99Pr+5p6LrD34afe2XLV/eT0T3/R+jF9XiJUuu27lr0+bN/fxqD7AHSC8c0Y10rcefmDKmklKD0RjJ/AaO+FCijZWCOklsIt+H9NXThtH5+MArUICUKV2Dw4GpNxSLjwcjrINUMZI4OVs4qDQpZE44dHJXUyWL1Hm4G9tcy4xIBlYAS/aUdHjKnK/DD5IiYtHRjWlPX47xqugRnXBwmv11xbzMiC9z5Cs0c2zZnDypJNWvVbUZks4nzwJlhCk1yvKB4Pf21cuynClqxkmTGfEqQEqqxgLChEvGIAd+sk5g14BKaYKwJZyQiQlAjGrKiEQ0n08PBnO6RsizwFqdSP8B0EvlcrThZhJQ1mIXcjzGXKaWm3MzAeiUt0/Cj3CAJcB50VgMQKaBoBpvnYZarO1cI4kjIzfssToi5SwTJIAfL78UBa4OPIM1ux1wm/aDkMlasJqGpSWLm3UdYTKaEhCIsaVpwjDj1jOvf2dyWDkLQCZcVlcWGutKceWIP0jN8/5AJJJMpcguHNsb4BTBQgDOFJxHgJeTk5MA0NnvHm7X+mNOpUtCd1adPFoywm/+U9UIs+SIAMO51fWyrgKcnJSuBmPRDrX1sIHKBwAz8oMf/gAm6AVDZcPEjaun/+0HX2wIL+/dY8PLqy8579uPn4b5sVtvQZh6YT9oPru2okjRhf0SKbp37RBjuamFlwIurjxn5SWnXrr3M7c8/h9PNvMR5gcN9Fh0/dkTHudv+eNf/to3UPe7P77z6/+e+tSlQGWAtcxMTXYhI4FsLgs4M6Wq0Xg8GI4wLxuGuGrtoBaeaKzvRILROCzAQ93Q3jzolL9j5BsNm0Xd+CqEyfqZcDhIxKb0WgkHeTuN4Aky3a2YDmnFjTClvCXPCOyizomyEqlf5nO2AUobs7NAmEJjh5FbTnhPTzSXDyxjXdtCyOGkt1bbrbefaKpsyzqx1iUjzKKUw+TUcd8oSCWnNC8jzAb+OJQzsSxEmPGEAncWIcwSzMFMt2EU0Yu9ZXa5EQmnjh5Tx8czagp2nIvmsiQ1SWqj3SSAzLSZtvBSZkhnBi1USH6wnT467nBQbe1Ek9OYgObCgHh11Pvq/qpEPnbKZLJUVyXCTMRi0Wg0QqZDcfIeisWVOBy7Iwle82AZxWVymYSawpINCbB3HSHzegROGooPpDWu+PNphAehzhjrujMzjpZXtkA9GI5mLJuH6oYRiMZg+GXp4HAsltJU6oQxAV6yiY9hGHDVSGU9DwebQN+elKezfPX+d/Gu5jHK0xmziXugYhXDSJXd5zlvz+qacMNHE8qxYKd6mIJFvmXLFoAE37h44S83L75obrmLb+vaacd+WpP48+i+M/ltV2w5f/LQZ+6/CdHms88+Az/XLpvRB4RpixRt7pNI0Qh93abTNk85vGwjdpxyhV09Hxh88NP39KEP84VXvjnleK//4SDMuNXInUReP8J6GSBcJK6EovFAhPTP2/KE5W8/6g+NhyJjwe74VHKPJQDLcCweisVgszIGxiU/NsbHPDWKy2yUgq2DwdnIWtW3guTI7LzT0Q+v5NJOOHwNoX7ZXg8YgdXixETZ/gb+M1ewbce5bt5sPlB09xWQO5HJwnTOaDlX6LjmW1YNJYVwnhyZ6ZyXXKr7zHAvSe7ePIPn+YzVeT/gvDympADDRKKRYDAICJOTQvggJBOa1njWbnNvqWKeN9JmLAqRS+uMMCedRJ+diCbRVN2hmXNQjyKmWPPtavIwxoMtKArWoFnSK64oYUC8qVR3c1yeZ54PUDhd4h2ayxiGDrgyQgZD8IJfUDFXQUCFJpuNmCnwd3hmST4xDcsDwF211LzbDrungnKtpD+Q4lSwJjEoa9yZeXFnipuzUHRoehO27yfsPPX/KLjA9wVg7IUFNSylk6qaJkUgQOCUq8wAvDx+/Dh2dOi6p45Tnf2H8ORMtXwdHf+siba0BTgbLz4o54exjp+1EaaVtYLRKMDLg2Mdzh2IML/97W8DHlgxZ3bymuUcr20aXTWn3N13+cbzo29+3gUvM+98lgHeZRsRXkLcthO7MX/wg+9jXnHhzF7Dy8f24Nf1TaRo30V4tEOzhqYcK3YCL+G19wu7ewovIa770tX4RTff0iOHxI94wFH7I9hb1eSwz4LA8HSbaG9n6mk0y4gobfJ0sI9orFxz78LhEMiEDWI13x9wbRb+EkQvIbSY9ACNBNiKjmq0lI2s34tOeukTNutc5C3ld044p85T/bLZcKnBVyLMfCM/wbojOcIJi/NFnM8stlzBrzheR4u7UMzZNXrbx7CvzHHPOSvnRph100roOZghwSIV4Izf7//ww+MffDDJ3W4wlSeTCoCf3u0zdg4aek7XChkT9h27IACqZywI7sws2b571J1INHMuIZPWkLd6T5PnqojW2AYhFtRUhP9OppIAZ9DeqAZru+vXS2jVMl8enp1EQmGESfXxOHaiEqjmVgHW9K6VGC8TashHUubOdCtQTTStAaTkIFnRZjx0vBEmt1XzE4QuGJYJm4O1MwDLI/7gsWAoQiJNShIOn/uEsTuX+eP/ohcrTcHpatiBKfZfVhjr6PI1rU5f65zwuCHqQezggyptsOwyDYEwzYwltJs6CWzO9/k3bkRi8gtrFwqEyfG9DYuWj5Rx5tVbz0v/4USBMPdeidpEC+fPZHgJ8dCtZ8FfvvWtb8LPucOzeo0wWaTopn6JFHEHwbZTL51yuNgJvLzstG29hpcQD3z6blyzrFjZlRzav2OQynpjhCnGDbmaTGgzA8tqgKnd5Zv3Io4BwEwm2Xyt5rDGDji2xU+91XcZRzWqRcIWmK2Qq6F+2Tiorl2qmjpFf2Mn5Wa7+E5oCiuSVqedmYx5BNPB5r/bOcz+2fdUHyZLvmelSdwzmVzm+1P2jArlJmCtQCDwwQelSfTfI7Y1ErrjPUWYePbg7gIwWcQmWySRAAAIhyHgF+7MFOwSrs8mEgnuT2w+c1Xrq+EYAVLCpuDm4O5TFkqqn5Hr7uHLAacaMBvDyyQWgnUSYoJlmwnwUgFQp6Z0Q2dfco/OFupAnnBURhsqVbYRMCSSPifCSyqUo0I+y4zXb8ZwVcmzjoeXELOFWzGhasFonNuTjgTCgZiim4bF4qUAvKO4FrAsCwam48eP2wiTMs/RWAz9mJpYM8r6Dx1dOGHjTuoW7XUEMaWRa+XsfCp0NW0vS9pytxDm4THfSy+/DGBgpZTAdMUr6xYudXDm4ODAzsvOnfjLZwFhDg2h7/aT95wpEOaz+1Fu/fnnnxseRirx5Js9hJe/OGCLFCX7IlJ0w0o8A8Mzh6ccLrYabGLOr5XnrugDvORYMANZRR+R3sj+BzyeALqaGWzddWRHng4e+Hgy1V2+eS8CWfOppFnXM64kqwNVZSPlsGvBTMeu4pu7Rkvu2GyIRevNQV7ZgGoGTb0o1eTUEPrKObJ1JneKtq0jxHwByyojzEKxgYdOH6JEikl5x83H7itwMs8Vp5rgZS5fVhSHM5NIYo2Yu1UnkW2djWOyMNbQIaVr+0918yzgCZ9fHR+3EkreMiecO9nWzET/RJXJMPBikFnuUazhhVorABoxnGOyD9wcrMTeTEdf968d4fwU8a3sHgCuibPztZkWmUymQudyFWrn9LZ8N2lZ1Ts5CY9iFklhAC81VWJkN3iIxDMie6riapSuGtyNLLIUiiG8PDQeOOwLjkdisZRqEWcQoCzdinFV00T2EkAmXDIAnJzsJRm3Ajtc5NC1FHAbypq5VpHd6sMUCJP009pZq1b6muE6IpfP8O+yWjshTLNDhMle5Md8/vUbNgASeKkqgemKb6xduHjYxpmzB7E/ExOVc2YJeAnxHWL6HDhwYPHixfCL+bMecsk3rOirSBG3DGz/0o4pR4ytxpqzLuarNjRr6JFP7e8bwtxyxkb+3n6qYn50An3HTKPQcBh0XGaqXWwy2YyeTkfbrZX3Iajn0+8PR1K6BgN4sRsd/uwp7Aiz18sPMMIkvY424SWXyaqFDVtAmFIWtPpCOz2itmYd6qJTg197ijQyD1RGmPnmBKh7FLKnIXe4iSqkOCd2zwAJJ5IMkX1lyUsRq5/MHyfmSx5wHMzeBKT7kpUlpnnBMo1oVA8EjEgkk0oVHaRXcmR50L8GbR9TjDOR4qGmUC6SDsfTC7VWwNUHCA1BTG1M/Jmmydv0dGjtXZCiRZoTlfDTIglQwesRTdEoM24rl6YQ40kM7l4jTL67srkMC1shzSov7p9Ggrc1ESbeoplcRlHVQDR2NBAEeHlwPHAsGInAadDTJmk38SrArMxewi2aTqf5HoD9wa4AxzpTUTVAp5FkKqHp2XxFclWuPnR+Qkq2lkWb/TZ4SmkVn7EJiSbjVVmTv1jpodlesBf5y6+8ChjgorlD9eGliKfXLFgk8c3v23u2jDB//o0vwx/vuuvO1auR6BH74Sk9gpcRR6ToN/0SKeKv85QA+ijHfSc8IC7WLT3WwHTFTSfvWXc2gtvFi5d8xOu8vYixYCipq/Vxl92z7fQouhCmXSvXOtW07F0AvBwPRWIJLpF36oPGwQgz10RvIVfJm1zLU+K0WP69JDwBc9VV3YmqfnjvYF6PqBJWFh8nyspCFs/ajjOmwJwtcMxLZcVp2zZFrEp6UZdsbc7iQ3YUnEQvhDgVxYkyvJSvl+MLg8wXgJoT9KJsIba91fK260XYDuaKAgG/sHgmqWhm+biYb8tO0A7T3M7s2eI/do46wxCozhWREeYkKihNcE4MQEtPewNcl4zbUUQdPF2jhsuZczhk0n60Oea2tatjumpnFHuwxmEsZJpGkl7s99Tk6sylVmTrmubQKAHGq6Sm+iPRI36Al/7DvsBYKBqKY25aS6dVMjTFnlspe0kekcdhUIa/h8NhdCcHoKlqScCWKTWWTAE6DSupkJKMq1q2siO9vldj85dM7hXv8Opzqd1ZoecnhJ8UmUpYWQvOT+dKmGM+//r16zHLtK5BAtMVj62ezyjzpYdPlxHm2985Bf64e/fuTZs2wS9j3/pyjxDm7g5EijYtGmwVl751LRb9PyIiRS3FZV+6nOHl3Avm9hNeilg4fSF8+ze/+/0ph0N9jqP+QFiJq+zVW2O9KfqubZBZZZUIYz4sk/3hCJszTvlBuYKd0GH9jhIlXUqj8ehXh29e+c7Ga3kb75XKmEd2WixUcXnoojSBMBlTsQx7gUlMhWJZJzPvjNhZgb05e0CsrkwZZzZRMS8TZLK20oiEMHvS+dZOuDhTTh5M6r0sZy/FceHZyGeCoRB7KQLiAvSiqikAmfCzb1VjxpPFXAZCwEuAmlk1VYQFAk3BDkEmR+xjU2T2YM9j8VgU/o/8emC36zNQ5Cr5Bx98AEdtmmafEeaEY2KIuM3JDXoiN34e4aLA7jEbSCEekIYCuXoaQDfcybZAWfdBJncwshS8bTPUCl+m5Ciuc/aSO6IBN5IgRgiAJcDLI6gHHoXVgmakYbhOqClAj9W9l/ALXSkDrlQgGBoLBMeD4WBMAWAJ8BLOCEDNlJ5WDcNALl7F1e8cYZbK/KxcVxRHnUZuR/+NR12i2AO8VLA7K3LY1xGH4vCY74WXXoLZ/+KmE5hyXLYQQdemNdNkhPn+T7+AxHN6wS9/f+HUHiHM4dnYAvp0WyJFnIK95+IW+EFPkhH53BlzpxwxthqbTtvCCHP92WunBGHuPOUa+Pbrd+2ecjjU5yCFH9TwSdfmGzr1DgcwVHvfFLHjOhyLt6dc1Os4BseXSKVNE8tk3ZtcSmVV8wZV8oaNWDKktKXay6x2G166ZkZn7G2Mbx1xG4R5HI5TOV7HbMbDQ9nVB5WlpIEkQV+D/YR53bzsWCRq0wxrPxIIs7k9rziHTg7fHwjElXgOeS4lBhWcLsv2C3FVRzGbAdiHRfNkIm+mJyTMwKVhy3Gphl0NwwulvBB9MQAjW6JMoSoPD4ecyVoER5HpAwgT1hukX4RtkH1A1OxfCdeCGEyYrNN1DUB+fXwI72fHJc4loi8RIGsA2JqqG2mT9EK7VcWQz3MOO2RVNloCJE+e4BprYDZTIy45fqbM8WE50JTkQ4FNPlyFMQ3TMlNaKp5Q4DqqqgqnifOW8IJfJicnAXNyO244Gj2KtKBQkFK6gC21NJbLLTI+y1MDecW91B2Eaau99ULTvjwu5TKqrgXC0bY1mUnJBOOYP7B23Tqkfq9f1AbCXDyMQO3yTefLCDPw25Pgj2vXrr32uuvglz883RPXyMdvaF+k6Afbh0XVeOOiZlOgO5djF+bScy8EzLb/hAd3fX73lEPHJuOmz9zCB3vVqTumBGE+8V8P8Q68+/4/YE3ULf2cf5c45odlboI04jw09GRlMzfCtBsRCzBkJVU1RGIaR0kNmGWIKmKKMpwwUCdUDYCUqxOgVFmVdv+9KtNVa2qQsVP1Z+sXy+wtEAATzo+O/yPb9zhZzcp9sAu+xXxD2XDbELM6sKkpSxNOptqDuNx560x53GBfJ5+Jt0GOHYskg8hJx2CoLh9qakPac++uWj6KUDgMwIy9UQBkAvDGKjK5dU/VnheylhGNquPjqWPH0qFQIWNWXX1sWmCaua1ihIuKDIAuwB2MNlnCuuyfQs+7lTEFwiyVSoZhpOjVLb3ERlekyG2lKul7UjeC2dApW/bbgiVzMpWME5YGtAnwioVu2nPSrBX8fJF1u53QhpPJLHJ2FG2yFbNY1ozNcbkB9t/neG2PBUIJOPMEL2H70TiqzafxQmB6mfOW8OJfkink/qB7u675ItHxSFTRNAPQNcJXqYRR9Tx2B2E61a7etbzm0BcY5prYUb/bUKPJgE/9+b3377z7nn8eOswU8vXz2klgPrJqPvPKlT98XkaY2p9PpL67xXtvugl5xI+d3guE2YlI0Y4lCIzXj9ogc97QwE+uaFwxv5iaAhafBx/GX27/5J1TDh2bjK/9x9O8zwtnLJgShAmx9pw1sANLlixZtmz53Llz58yZM+XAr29BS7lgJI6sQ88sgXBnqIaXXL0lzmNGNw0YZCOKEojGfCSlDmOjiKnKcI4Hw6quu3JTDuxxcx/E34t2hrAeP4KreMKjp7xNWwfSTh7WGipdRWQhf+d8tiBmqFIVE1x0Fdb38WH2SjW8zOVtv2dyAKzXMybN2jaF08mCFlzziDRDudMXXenL6lHAhZB7R+u8EyZu4k2k4ezBzA4PA3b9xWOZ5tRgehFFAP/JhB4MqmNjNsIsu0+W+0hFJhN+Ui66SKkwVUkk4ljVxb+blpGl/kxaUJh6WoNDSySTjF645Q9wSy8cySsuB/UksLw2EayQuUMdlc2ykmm9gKKXhLVsgVDYiKZpgFTNdhWcan4X+XiS0HqSsSX3DdKTkitUGjG4sppiEGBFL1nigHR4ov+kARNGMHJTsnR0LKXeS1WlgYUarGlQJlg4CXcmLxxggWBmrXAiEYgrCUDXVBOvj887QZglx52zKLkq9CgAYcLl7KQ+fmjMv30HSiMuXbp01apV8Mt3N7STwJw7G0HLnivPleElROnQZ7BfcfbsO++6C3758QNndB1e3nzZeQwOE/tahpcZhxL+zGWzfnTtzDmOc9G+i+qB1f+5fmS4rAmKr4f+88CUQ8fmY+2Z63i37/jcrVOCMLedsXmg8jXlwK/fSCwUruVR7vTmVdTHZYRptxLls4ZlApxLpFSYnKIKuv+ICEZiDDL7mclk73WYbuQ6II+HNoaUCMUTdscpM47zElvce8yUMZXrs4VimRXlPSCXCqifU8y5vsU7qpBkuZ2+UQneG2Hmskz9wIm7QZ19QswdBYamtqmfRQLX5bulK0yBPofUD9DYaxvpM7qWQp4yuvJhviiZBAhDzI5euSg22P8J3Pe8ZeTSGlfJHe5PTgiocrkcACSiLSXO+tuIGumiwsoBYDO1aNoEGQBLccrNkv9gml0jGUvDDdO79BQH6X6zbjm/sOJMi6BmMTy3hSdVVUkmEG7Ri9sjAWUa3C3TpUNglXKGl4DSs6QEjpqrOebsZLOOOla+4O4zKeu/FZ3mdmkcAJzqj8YPjgcAZI4FQylVBXjJaJl7L7E5dqKoIaVLgwsE8BL+CE8ft0BgTj6PKpphJRFSEnFVg12SeW3VZ6Dt57fkSBkIindP7xD4CriOwWjsSLv6eDffcusASV/yRH/l6Egb8PLWZehtPTw0ywUvORYtwATj/v37kd9x11ndhZfXbZ7Ge75reTsJzN9cY5fICwdmFg/MzDw8c+0iG/OsWTD48yuH37h6+K1rh9/ZOfze7uGDN4yM7Z1z48oyuFwwYv8y5aCxpdj1uT2825vO3NB/eHnn5261z/DFF1+0Zs3soaFnnn9+yiFfn2M8GFKpfWjCXU0WSpg5JvGRlK4zJBacqi4XXnNUo7Js3x85cFhwQGZ/jkg4Y8re62WOTIGpOjlWMqmMXL5qzK8e62RnH/dnxRaqEKZoucw7Mj6enZby6M3ZVBuCyvCy/shPmedqhEkJzAwJF5stTQcl2wMoZytn5mzhPtHVyZx0zBF9VDOWXkck6E4NUCLTtFEzR1OLxChnFSNXlXkKQlqDYMrZMnNpHSJvGgJqwgGm1CRiDaSWG3ARGaXATzgoAJOxeDzKhozRSCAYDEfCAJlIqqgEb473qx8ArgUpq0fhCxM2I6lZhUZ+WGAIwkUuGuqoSEJHXSk2MVcSqZRGklNty73K38VGM6wNRfr2BotY5iSH8bLVOLF4RFaTmpOpy1oaf+SKiZXNBGLKQV/wn1RgipHuEFwjgJpFp/cSnmX2CYV7j9ymCqgaajuh50jlyUxqejSpKqpmZTNS4423aplckWnxVOBpz5BZQy/0u2QuAJwo3TDiyWQgEh0PhiG4WMZy9NSZ6f9njSkGZoSf/foNmOiHBgfe2rbklXUL180bGr9iWRsIk5ky9910tifCXEMylQ8++CD8fPaWs7uFLSffPPmyi6czVrm5XROfXSsQLq6cP1AkhMlxx7pZA41eC0cGvn/NrJ/tRPD8b+ca+cj/eUwcyJMfP9BPePnwp+4bmYm4/O5775Nvxe56Gn70A1fKmpatGmG4CC4ychUIEwkgOQYY1RxzVwDmjCeSnbP/mg+4djDsRJVE1lHwE+6Q7nxsrXBmhJqdh5I+W61wD5UkTiLgpY0tvbo97QzbhKiglWeHiUbahhLLpgpeOn2VbVQ87fRvsUw2t2VwnEBdEfI0/LcAmTSruntHawWzlal3MVFwGOUwm7OBSx+6E+uFk80u5rOZVCodDqtjY7rfn9M1Bpnca5o29GQqoaAhkcIVc1YigsuZyWQ1XQeQCfDSH4DZO2pamPmHNQVcY1LC7AeLHBCmpqWouA0gIgnot3nMY9esTUOlbkjqOEXfdsLPMaJlKYlkkjA2u/+0n20T+kgoOpoqe3TCQydbQLpAJmc14aeVs6ysRZAsy5DM1fWNCDOuHKJWQ2T6BEMAL/V0Opcv915yJSKDnaWY4LW1qkxD+B2gj1U+Z2UhUGI9R1rrWWqlrj4iXj8WWlQn43fCBlESnUBsLxKYMvrldX3aMFCyScdIaTqs+mKJVCim+ELRw/4Q536rZwSYenbtwVzWQ6vmM1AMX9UOvLx6FAHD/HkzPeElxKUbUUfowYeQ33Fg9zldgZeJH5+ybvkMxkh3rWnfI5Lo7wMPbJolI0yIX++euWB4YGT2wDAFQOjZFACl4T8f2my//+EtiEXnT58/5aCx1Vh5zko793vKtX3OYfL33nbSTX8/fFTkvl54+dXXf/4LWB/9X+IpidqYnowYwRD0gk+Uwyw0g9kAjugwhSlK37TZj/hgpozBQeUcmCf8JhriYRlk1pqJGJ8wwpRRdy2EyYV4NonLk8RlwYGXtQZwTnXyrISqmE7HZmHC7k+o49RTDS8ZYXItrEN3SDx20sMxzDTbGbPoIhYKczZg+6iDTCcN1aSFt40wCahwXRJb43TtI4EwxXUh/SIjHE4dPaqOjwvZTL7zc/kMIq6EEotF4SfjNzgLJXoBBEmpKoDMcAQ5TaxgRpYKOlnV9FaXqeSoX7IMVCqVhOHCtipo7kYiZ3AdDgGwh0lZZRuNkG87GnfjS+GNpw2EoLm80yrZdBXeyZRmNF1jJShx9W2d8BoIEwKApZk1jYxBAkpmpvYzmMllQopyJBACeHnM5w+Gw/BNgLHgrgN8CTsBODKlaYmUigcDSBdOVjptoGc3toACjDRMM/b/cXcebnKUV7r/L+6zd693bRxZh7WxsckgUEI5IUAigxAYRM45B5EMJhiwARuMSAIEEso55yxN7FgdqrordJ4ZAX7ue86pqq7pNN09LQ2783yPGHq6qyvX7zvhfVUtpiUAsrjyMf0DW/vCkWAkhjO+zz6l+XVdV2JqOBqPkpY7xbdzHAfGx+nFuIZrG19dzqVuJblBanVR3GxJ+71KT59QqGFaFI3Vi/fkgXe4p1K6hz0RsOEx3rSYloypSay2O5S4FojEu0KVjIy7fMvXrMWDHsjUceP0JsBSxv4bpgswvPP8idUI8+4bTiOOZcKce+tpg8fLw/N+c96kc+R7/3R5M/JEMvbdY6fIlWfOKSHMOsetFxJhnn/qBUNOjI2OW39xu2z7BadPHxLCHDlypCiPdQVCc595Vl6cNm3aw48+Nv/zL76DSo+tHeTcrWqk6tM/JyWJidohvoEJk/XJRYWjOxg+NmFhoKwSj+uWmXfabSoTpiej3e93D0VXI8w869fJqAaZbnTC7pZyWnucrHfVp6e49ngNi72VXdQUQHV3lUFOUlflFZjZXDbFwUaGwOb7U0RzPoMnJp6VlukSZiaDhVuSiPxORzI5s+xqy9eT48ZsAttI/T7c/yLOKQxCetMO4C0fUoeZT1lpNZ7W1EIm7R6FPkew1IauhMbu6tQ2kk6TVxGX9vUCUQhYTIPrb3tALho7IQ7eT7D2ELzEinF3D+mW55z4Xp1LwLkd4/JvgBZ5YNkKigVRB5WtFnwFZWp247cFEqtBesUd68Tr7PW0TC2ZIMUnR6XTm3GoiJcYwEvDwpfqBmZmeFcV7YIjTJi4d2HW3+UPAC+TlF3K9TFe0tQml1PURLs/tPtQx/Z9h7bvO7yvrcsfimA2nWW8TJhWuy+0cuOOtVt2R+MEmeCxA+3dS9dtXb15V0RN4EQBB+Ja7Q4qW/ccWrxmy6JVm9Zt3YP3JHQDO2f3wXZ8/MuVG5ev376/w4eJeiaXLTkWfSzzhUdGpz+EJS/fsD0UiePeWtFlDHgJjt3f1o1v2brnICCzrvPZUynNumoFw0q1dQd3HWh3x+6DHfvbcbcPKXGVRZlMkDL2Rj8toy7foe7A3ffeh2f68zPGN42XGFdPIEibPvXsaniJ8cTdp7hZ8oeuP32QeLnhjd+NdgohX72qebzEeOxiWtC0cSOaw0uMiybSalx14qwhJ8ZGx3P/+SfBPPz73E+ePJaE+fIPn3dz9Nt27r7hxhvl9+lnnGdXIEye/B1UemztwKTPHyZR31xZYrcyPTqdPnY2tgZhyjt54H4eVKJN65g1NIiZE5qVKTJzhSw5r5u3r6fct6gaYdrRXbY2Y93ICpDJ/r+umqgQZl36kH2OhknFR5VwppQoVCTVij0+OVuhKDUYzZY+R7RK1KGzTuEte5pnnK7zVD6X6TmaTtCDHLR7qTshKx43FfcG9dEXyFBJDpZ45UjhZS8fS2rsdSKBR7XDuuGtwzkGyM+kZA7CUfMMsDOftnr5nBFaJhl2llUnFSMSreqRhhFphf766yPSzRSNRpJskXOUCNNRvyRxdUeeSM/lG/BHkHMSU6dQNBaKxECYTmSyeGm4fd9JaqvX4jRIK1M3MDPitrVql5LjYChGSPZ6cpEncNFdTy9hZqtEL01ukAe9A+2y1ZkW60B6pLFYIBQOKxFv9BI3jqRh+ULRXQc71+/Yv3LTzmXrty9bvw3cuHX3wcOdflZlt3Af33mgY94XK+cvXgPWAmHGtSToESS5YuOOSFwDYeIswZu37D745YqNHy5chXdiaXsOdSixeHcgjGXiRYyv1mzZ09YNoK1BmB2+4FerNy9ZuzWoxKoRppUmEN24Y9/8xWuXrNkSian1Xqe9eZYJpXMS952Ylty4cz/WCmuIbVm1adeaLbvXbduzZfeBvYc7u4NhPqQWtjGgRPFE84UUGuHI2k1b5Gl+6IbmA5grZk+VhSx+54QahPnnR08a4XT63D7rjMHg5dq//M6Fk78MDi8xzhtLfPXoZaUp8vrHeA6C3vaL24ecGJsY006fJnvyut9deywJ875f3iXfO378+MmTqbFqypmT5/70cfzpTz+eO37YeLyyZefuIYfAozqkahHTwEx/3+FqhGlXYHJBYC3CdLqB5D5MKoJaAtc76RcFgp3OaPcHWl7yisXGElrK47RbJEwXKesjzIr3TK/HImFbFcIUjbvyVvGB7qvsMlMl3eaWddm9Qv2z7U43U6EsP27LEw1Gd1qe1KLKwvf8PKcj7V4k1yqoBrl9F4ZTgZkGZFYkYeqOoViQqRkG28EURDmH+3oyeNwXO6wzR73DuuGBE6yn0CeVgTj6KTOtxnW/3wgGc4bew6RUYEkB5kxKmmNDNNIFSnO7Si/w8ttvv5VtDIVDoFBs+FGqBPCoX5LkJhmpZytotNY+mpReN6jFOBihesUsA4ntDy4E2GensAFvJvsExbmE0uQ32yawnvfbp0GxuiDJ7TypfuuJaVRvvt+b+Sto8lUWvUySRqVB2fkMtZzX8FCj5HXKUqIR4KVuGN7oJfBy98EOUOUni9d+tGj1lys3cvhx84LlGz5etBqYt/dwB7AKcLVzf9s/P1/+8aJVgC7wGUFmQj/cFQANggkln4LJ/sKVG+d9sWLpum3b9h7q8IcCkZgvrOw80PbpkrVYIICw3RcEr4LCCz2lesIcMaenQ0I3DnX6D3f5sXnVsuRWKoVFAQVlPcGx9RzZYi+efWvNB8JRIPHf5y/5+KvV+AVYi4FfPlu67pOv1ixfvw0cK9Fpw0qZVtpM8UinH338cTzHn7lwUAHMi1jc5/KZZ9XAS4x3nj+ROjuefppg5tKzmsbLVa+e6OLl67MGi5fKw7ax+N5HmsRLDDHKfPK4p4ccF5sYc35tBw/HnDPmnf94/djg5R2/vmVE/58rT7r8TU+30cWnkmTWgkVfDTkEHtUBumv3B8OxeKZ/x2h1wiziZdXKRq+iEd+H8b+4v6lJKsyOqBoIECOqaaForCsYbm1sk/P+qgQ0PHdFj0hIjyMVMlCWvBpCSI2QEGbVfp+B6i0rPDGlSr96QVdJPJOKRXtt23FXN6ngmkXaCkV4iKczaW6kbco7T2JNRaKuklvsK7qTpxvihGM5XG2Witl87EPsfCOVUrREJJFIcXouEsEJq1KBAeDtyBFghMgtDqHiel3nUg8TZjyW7OpKdndnElohm+kTBdcjPcBsTVPD4XAgEAgrikHKsdRLIi6E5MCu6yIsDyTj4ooWx6X7bO+hFL46kdCSejKTrass1jtEojyuaUqcREsBM45Dk0OMXodQXLDZNAlPJbQEp8rTLIwgkdsSZ0kmHOBZiiWJVIlA0nomk3gx7zSIeT1GuTrFuXJzxeil9B+l2bagRvSS9kaGVo+kSjl62Ufhy69xYacy2a6Asmzdtg+/XPnhwlULlq1fs3nXpp37wYErN+74fOl6kNueQx2+kBIIR3buO/zeZ8s+XLgSc/kcz6a0pAHGA4Bh/2AdsD77Dne+v2D5Wx8twjL3HOoMKDGg6Z7DHSs2bn/vs6UffLly656DILoE1ttKAyOxQlKxiX/jWJyVkh6ipGHi1t3WHdQty247Ksh9PimadVHq8Yxg3VZt2vnhl6uAxEKYMo8zLCueoHfaS04k8VnO/vRINY4cTbnBYnOwUW+8/8X8xWuXr9++Yfu+jTv2r968C7D9j0+XAF+B1lgO1XlYKUC1EtNCkfimrdvl4b706ilN4+W8y21Zn3f/VLUCU8b813+Ltz322GOEoxcMaw4vl71cxEtw3TVTRq64pTEn8ZLx4hWExxPPbT5F3vGkXQv6l397c8hxsYkBMCa8HEONWg/+4t5jliIHUsp+u++Xd932m5tK3nD9766lXfrmX4ccAo/qwAwUNx9c4LgXlTxtqxGmII2307wUQcsUy3HToPbGTAb3EPLYyKRSmZSoaOL5jfsbbiAVirQHRZgmUYTHZKeiamWN4bB0lQp2ZpUahNkzUL1l+VOGNU/qwksvZNqGINyo7mYJnU5/rsBMpew+06aoT2JN1EdAnU25Ev/u/u90erR7mqTZozr6+vf4lBeL4vmYtKyIlgzGtWjSrkALhULc/0JPfJxDoHWVVRtzuWPkS970xjJkWqlY1IooIEzKlfM5gEODWUA/wjTNPNtEuj7XOJYAHrwnxpBpWWY1E4HmDwS5DumCbSTXWWg4wC4q3JE4uMJIZyQMa/tZ99qC58W7kITFJJJJHUDcKGNR40/aJkbP6crR0bQUSCS58JIEgvSkiM/nK7mpFutbctTMnkrb0UtwXTabreYb5eyNAtZfZSV8jsQ6eNnTa1hpfzi6dfdBQBTwElQJqAOngeLURBJMdajT39YVAMth/fC6lzDTVACv4/1AMsAYZve6aeH9KzZsf/vjr15//4tPvlq9ilLknRQgBcEuXPnXDxa+88lioOD2vYeDSiwcVfHXdVv3LF6zZeHKTfh3/ba9+LoIoFM3uoPKig07Vm7aGYjEsM7Y9bqZOtwV2Lhz/9J1Wxet3owvwveu2bJ7ydqt875YIYQplTyabhxo716/fS/+VFxyd0DqtaSjUMpvZAoghIl1wwIPgqYjmFNQs8/Bjm5A5vzFa6SaFDsET5Pt+w6v3LgTK/D6O/MuuewKeco/PH1cc4R54+QxIx3k++dLv6tBmMve/Q3ec//99+Pf8yef0wReLn7p9y5ejh1eNHmcNnYkQLE5wryITXnunNl8ipyy5KzQfu0J1w05LjY3Jpw1QfbkJadcdCwT5Q///P6Rw0fWyKE/+PAjQw6BR3XgoqbLVUvmcv3bn6tkwCV37LYTVsgsu3nhfqY5vU45omOM6GAeda1alsx225pV0y0hzLimpqjsP+t45eRdJcwS1cr+qe0SRaa6CLNas09Dj0unst0OYGYLIm9SF2RyB1Bpl3qfpK0LJFJEsZpBVGC63JgvVPWOdN5psygphbbaCXrwVCNumBVV1gUPUplMREsEYqqiUTZUwimBYACEybnCI9wVa3IErJVd5K4CgOOa1DIvJDp0pgG8TCcTaUPPcC1uJpNy9YtIHSiRwEsFp7WcRdmLmpkgQOnCJjdzp7dlsGtld80Yoq7ehGeQHE1SGte0mKaluWmrz+ls8kwq+2mOeSOZKvWYg5NUw6RgZr5/e5Fc3UKYpK6pqZJbN1hX0xaRcFRzHeOeXjHSTbF5pS3OaRgZ25a0wJl0qlrJu+oQjqIsKSB5opeu7StuSfFEct/hTqDavAUrPl+2Hrdry+nKxLtwdWtJHbSX5l473EW9hImpZTSu7jrQ9tHCVfgswBQbsPdwJ3Dubx8uAmGCWldu2LH7QAe4ddGqTe99vuzNeV+C4hau3Lhl14HOQBi4iK/+dMnaT5es+2zpOiwE/7u/rSuoRJnufJ98tWb+krXtvhBIOmlY3cEIeBJv+2TxGnyK0XEzlvzp0nXvfrZMCBN7AOvc3h1cu2U34BBv/mzpevz71WqCTCxTN02plhZ5IotMPzNCmO9+unTL7gOhaByXKnUt9fXi0QV+nr94LVh35/420HhXMLxh+17g5YLl6/G6C2lXTTi3OcI8fMN0kcG86ZozascwN3/633jb7bdT8/K4McMbxcuFLxTx8vnT56w66cnnTr/+/HMmui9iNW6ePuqzG869durI0SwoBHp86YrR8eoWP+knxwoer7m3ebzEuPui/6lqRTKu+S0FDKXf588/eu5YQma18exPn8DKXD179v9uYcx2XyAUiSV1MlgsfRyXB/ocDZ++KjFMmzAbeQa5deO4lwYjUfDh4e5B7fCuQFDFAzGdkiQyjZKceJXREGG6qph4YFWEzEZ3QkEq2x1WFOXMbPUGVU9lZtbR2PRETSUiyl05uUHwXmnue4A60mI+vbVO0IMf/em3dEOw69LZjGYYgWg8GIvreKjR+UA/wVAQLCLcRR3W3EXeWq11+XYJ76fINall+tVENThLQUpJkGKckTLK2p6iwW7LFgGeRWKdZdg1150Qn8cbbKUjqtjUsrnKDrMNDfHEofQzi6sLXja0vW7/DplCmkbJhK7PLYnhfErJn/DtqbSF741GI4oSZgWnUv18uXYA1UkRbxcWJxrXBHjEPYfnd8V4JnFpLqtbJlubgRdJQCnLKXjKJmSzumlpuiEu5qJgSXUCphFjrVI3eokF4UyTZv9oXAPsEaQtWbtq445wNF5w7sCkWZrJJJL0k+WZQ6w/YYJFI7H4jn2H3l+wHMgXCEfwSncwvG7bnr/PXwzIBGqCLbsCSht4b+secCDwct4XKzbu2Huw09fuD+/Y3w5IA0Zu2X3wQEc3tW+3dflCSgQnkJbARz/gxD1ANKYl27tDG3fs//irNQDaNZt37dh3eM/B9k079326dO3f5y95++PFQpjYTCwEbwB/Ll27ddeB9oOd/p0HO9Zu2wvUXLZuWzASw3XHAecM5jaYROBm7iVM7ARcL3S36etVYurSdduwhis37sDqAT7DMXXf4S7Q5v727j2HOi665FKX0JoswhxH8btJE6rKYLrj4JJf4p3XX3/9qFHUu31kdQN4ueC5Il4+e/r1wEt3fHLK/dcMu2D0iP72jf1/po8d+dQlozruLyXMt2fTyo8d1XyKXMbOh+1E+fP/+achx8UmxsM/fnQE927j31tOuGHI8RLjze+/QjORceOOTQf0UA12jlAxUyzJgkk3Xz+G9OiQ91VRyywUqvrU1HpecAILt2LcAHE/AWQOijCDIZXKpTL5Hml4dyCzjsx4/Vly17lbHhPlufLGSKCvYIuxU3CDE/q9eVehXYQxs2V9BMVcOUu4lzyjB5+ztica+brcFd0+Js5Ep2znoO9MorzG3qBYUD6H576iaiH2UMwSdxUyZIFESph4gksIHlBEDoyplvlFSr0ZqBLYiu+NJ/WE5FUH0aXu5AvybDVOulIi16NpqjhI0iYmEimqysM50ytxSyAKqEbV1Eg04rpMyqKwEIAcAVY8Zpg6plSD0bzqY6chIrd4DITZXCeRaGBS2pr6g0rnMnJ3KjjsV35d4DTA9wphYrNUqntQdSMpJ3mfI31JnUEcwsW/9IuGSbDG4pNpSoWXufbYh5JczKiXGbQDDNNNg3rJSeaI9CeBT6FoLMJmPdI6JM5K3uglwJJ5NgrEjcTU9dv2fLF8w4LlGzZs36smktiEr7/GQevNsZ8Fi2Lq0tQTUxP9CdNSYrFtew+++9nSjxat8ocjuABAvzv4PYBMLLnDFwIJg9nwIoDzvc+Xz1+ydl9bZzgW9ymx7fvbP1i4Csy5edcBMs3p8HX4gsBLNaljX+zlek789VCnHxu7be/hxau34H8/X7Z+3+FOwCQ282BH96LVm/F1knxXOFC7butugOvHi1bjG4GpnQFlX4dvzdY97362DC+CVy1q889jZ2I1sLuwA4Uw3/74q1WbAI9doGWsBr507+Eu7BksbSM2oDtAdf5x7UA7wfDhLj9+efeD+YJG718+qSGwfPXiCReOHfUY20TiZ/W83wxImKH1/4V3XnbZZZMmTcIvqSW/qhMvP332D9Xw0jsePHPW5OHjRo4YOfOcyXNPv+6V026eNez8scNHj/D8TBkz8sGZo3bcbZduXjWZonZzzh8sYWJM4YahK0+8cshxsYnxPGsWTZlKmgDX/v7qIcdLGROHUe5+w5Zt/ysJ8xAVYfp8oXCCrHXL8oZF10gHzPr7aNfQMmqux1ZSQ3i8hqLRDn+gaZ0omzDZaUIafJxcue2ybXfBDI4wZQ+ID2OKwxoNEaa3r9ypwKRQpHidFzN9vPKipZkrVIhqZj3Ry3Km4iqm5vtuxFODNq1K53W/Y9drazG53/udqsastjckFmSm0qGYGsBDK2mkKGVcEIaRHC4QS7rIY9xFnqEu8uY1Rb0D10vCNBRNC+Lbo2oopkXUBB7fZtmMr5EtpbkPzknBRXAUWM6uORQjKuIuyYn34jIAarI2ERlHYuvEkRAwqUqpCbM0th3zqCQ4k7HQfb3RdXNLYUnxKU7Jd8tqpt6gqIGZtsrj8x6VocrXBUkPpUjjNK7GRWmBA5Ux0zJEgQqrhBWTck1QPyg9k01ZpJdupT14WeLag9fxHjWR6KbuRX+7P9gZCHWHwrjH4l/clzr8wXZfoN0f6A6GgEhRUrlXxLXHG70EXIbDYfxVCHPDtr0gTGAbgBC7DHj5zTdfHznSl6MSa4s1aa1cLj8gYfpCEbwN59b+tu73F6x47/NlO/YfBnCmSMWdqiIBbx98ufKLFRux/iTtbpoHuwKfLV3/zidL8PFFqzat3bpn3+EuUBxmQThLvYTpD0fXbtmN9cTH123bA2TNcKQXy9+29xDYEt8ohInx1erN/5i/BJ/9bOm6lRt3rNu2d/WW3QtXbXr748VYgV0H26NaAiuAb/FHYhjYQiHMv/xzwYdfrly4cuPSdVuXrtuGj4Atsb0Llm3Y395NQXbdCCjRbXsOYVtWbNi+ZO2Wq66m9OiMsaMaDV1eOLYYM3zkjlMHxEsMc+fPRrCY9oUXXohfogv+u9Hk+DOnX1cNL2uMv59655xhMycMH+MhzRETRo+484JRozhH/vltg8VLjCeuoET52LPHDjkuNjFe/N6fiTCnTBlBHuVXDDlbyrj0lIuxPh99+vn/SsIEwuGOF47GMBGuyISi9VGMZB5lwjxi9xhmdUPHbReQ2dx2dQZD8WQiBcIhRRF7KzzMJpbfA7sR2bKTVRhJ9oCEiSo6SA64pSU9ApIcL991fY4lkNvOIyFNO35SqJDzdbLV+Xpij1XXkPvl0yDoNJ5fVbz2+tVL5GVNauejj/2otTc4eG5l0qpO+XEAHlCz0GM7eoO7IpEInwkF26e71V3kmVwWeOmLRINxKv6MShhTN6wyB4T6B46UpHeBTJQQL0Ysc5LM5QgnXQBZli0C5oF1FKBONKJReQnNmFTy9Y4xAZq4TuSawYlOaj9xO8POtpuNHV/JPoPuuEe7yXoDfCPWBAxD965Mhax9ba9toVyc2CpLY1JCtpBP6sm4mP6YhsyqdNLPJOdxFoHPeE0Qqg3AJzYtnqiahWFXYhri1xNhtSgAPe4XslrMuiqOBWif3JdSVjSubd19EEj2yVdrlq3fFlBwQuLEoB+aR6Qtnfvcs1n8nomWZsk9hLlwlS8YwRdZ6QyAEFgIwAMiJg0Ddx4zlWrrDqzduhtvA0lix3LGPxeKxjds3wdoBMh9umQtEBH/SwFLNRHTEl7CBL6u3LiTyyk3e5XVddMElC5bv33eFyuFMLFwgOhbHy16nytLl2/Yju/FWL5+G74CHwcrRlQtYZiY7nWFoz6lSJivvvv5u58u/fir1Z9zUegni9fMX7xmwfIN67ftxaomTSsYie1v78LSlq7dunz99keefAZP8JljR++bc15DeLl3znkuqs2YPqwevJSB948ePfqKK6i9qOuj3wyIlzve+e0g8dI75p/ywB1nXTp1+HgvaoIxB4+XGKG5dqL8sR89MeTE2Oh4+d9fc7Pkl518yZCzpYwbfnsd1ufOu+9u68Ztoft/mb8PuytGtGSp1nq/u7Hjcy1F6W6H+FEizCOuxp2e9IeV5qQyy/Uwyx8x1fqYvAFMV1i+GmG65eiDIcxirNjRd6p0FIr9C+w+WWwIqpIfHyzjyVrlCwQDhmVgZ+LrSiOl4o/TQxY/6Vw663xXP6LLDr0medW9weufyWaiiUQwpkZxJXB3j7wBKw/ECgaDX3NKEqdLOp3idGrLusiJlLKZYCzuj8SSliXm0Tk5/QZB5lg9VVMl0+0ol9pdPGxEnmG/Ho1VPWMive5aFOVszUxSjzRMPc6MyhY2KVwzWALWTbQ0m+sxFwtOgyWDdE6dNFpxKtcd1oeiYXEKlJVfnrUJ84jdI5NhQ8k41odPD9u5SSRABbxZkZ6agOqsiMZVYKateFLrDFYgTHEl7vAFgJd061UwpdBI8Z77qiR6Gad2coqsct+6CdaPqWTKs2rjzvc+X/bxolV7DnWoiSRDZh+be3Kvk6pZLP8IHK1BmN2BMHaKlU6XECZOOdOySghTlHVTmUxMS3YFFOkoB9RhrN26Bx8MKNGSGOaaLbsXUAxzw4Yd+ySbj4Hp0o59hxeu2vTPBcsdwowvXLnpH/OXAg6Bl7sOtB3uIlFNqfM82OEDXiYNgHoyFIt3BBUvYVL/+2IibSDllt0Ht+05tOdgR4cvqMQ0kHM8oe/Y17Zi444la7diZRYuWS5EtKxxqaJ7plFKeOqks//50oldq35eP2FOnkgYNnMmSR3ue/eE2nipfP7fk8YNl5Wce8Zg8dI7lp30+ANnzpKo5pSxrSFMjBnckH3RyRcPOTE2Op79PtnrTJhIbVMXnTpjyNlSxmvH/WnkcIoyf77giw6GzCHHwhYOXLMqtZEOEEMoiQEWpT+ODmEK/mGtInG1OXf4cj3MCtRRwxOzKEVSS27IdiQpUB9oeZacYjsDbaaXMF19lQFzypLVdQmzUCnK2pIKTEFHI2UkLd3AkzObzsvS3EZdRpFsPmNmLAz84mVdnilQL1ShUCEweyxHtay9cIhummA8jCQ3ZQiTYG0xawB9BQKBf/3rX0fDi1z2IR73/kg8wJ0LLVkmtbFw/hfwxNMcV8SB5AVT6bRuGKK1HuHBNZncJ+7hMVvRKJdJJDW7bjOZzBANsuZhPgc4jPOPfDZfR4+5rJvolgOASWTSbKYCU+YLZsqKUn1kBdp3pn5ZWatqy8GVqxtJLaGKoLqcDNgigJ8EMxN8rLlLLl8PXgphWpmUmkx0BUM2VVKqyB7t3f7uQCgYjijRKO86Cixje8RQKZ1O48VIJBLX1KShp9IgpjRrSxoBJbZ97+GPFq365+fLV27cAabyhxTAJO6Q+GXf4c4D7V0KDnhCx6vVCFNewRUJFh2IMDdLPxHWIKGbUTWBFWjrDm7edeCTr9a8v2DF4jVbtu452B1U+tVhRuLgPaAduBFvaOvyYwvBmfjL6s278MF3P10qhBnTEvIKufys3bpzv02YYMv9bd14P/ASG67Ete5QpM0f9hKmdCdt3XMIb+70h7EOoUgMEJtKZ3Dbxaqu304VBQuWrceOuvyKK/HsfnHmhCa6e8Zxdvn5B0+uny1lXHLhMDcbe+7oEVfNGPbGAyerX1YoyPxmzS8umT7saOClO8ZwieYTVwxKp8g7Xr2WeHj0OaOHnBgbGvccf5+A3MyLLhoxFAblNcZtv7kZqzT7mmtCiuILhjr9Adwo2uxkh33r+B8X26TZtC8QjERNNh1utmay2DjjFjeWK2E2N7DkpGmEY83kyvERzMF1zv7Uuf62y09xK+pSjGEMy1clzLr3apHh69hpXsKkus1KYc+WVGBmOeUHwtQx0oaVJYYscMiUnrl5qjoDdpLncsbEX/P9y+Gkh4UVrdND665YrfPIroGk7h4VCJV2OpplD1OPTywaDAZZgbxHjK2b0NWpvoeJlPDopPLLuJZpRVyUe7R1erBzdruXfyw2srG7oQExpLtDHSumZYiMVd7jnOg9J6VeEee25liZA8ak/Uc6g3Sdesw5aa7hQNe+6rmulYKiQDgqPozjCtVrXKFVj2Yv9WsbWCs9qZul17inxydX+85Gy5E4LR38BBtU9eikM88FA7GoThqb1MVT0Q6y8uArIqEnXcLE06Gj29flo+EPBJUI5cQzNO0qiDqB7MlkMkklDSBPNY6NSmVSgFUsCqBlWBhpzkHvEMgEaH21evPy9duXrdu2aOWmT75avWjVpt0H20sU14Fq4MZ6CLMsS04ciG2nKOWhznXb9qzatGsDqbvv/ODLVR98uXL5hh07D7T7whEvYca0ZIc/vHHHPvzvPz5dwvqWezZs37tiw/aPFq329pJT3rytaznlzVfMW0C+Quu27lmzeRc2EFu0ZdeBmKaZ6RSmXcDLw76QlzD/Pn8x1of8hjC7IP8ODWjNau06eDgST2zZfXDhyk0fLlx1613kRT57YjMKRR9fYUus6zt+1ihhXnfVGRT8nDp1RP+fSeOG3zbrjC+e/4NLmHMuO0v+9OiZs48GXr5z6p2y/PSLrcFLGaJ9NPGsSUPOjXWOa0/4o+yHBx9+5PY7aZ/ccsKNQw6W3jHlTDrfXnzxRdwctmzdumrVqm6/v8vnl/vG/8TYpniRx7lntumCSVetyI349fY1QEoDPX+pXith6O69uoGt6/bjZhvXEjWymd71L/qn93q3or7nnePsUyJYZHtr9nj0n1vUG9LnuodwZ1ApGLSkAtNRdDEsGy8xzIyZyae5252qQMmvhEOXPEw8EHsqKExiX2RZuShTQ3H6qA4Jtjsq644WjQhkpVPAyyBH6PAcd7O93EecJbMYlWJKIEzHKTKSTlut0hFiwsng+Q6+jWiJbCsIE0dc6ielmJC1hnKqpioRRUr+KICkqUk9Se3whbocwLFbhFFZ4yju6THvlR5zglZib7fHvFIhca+t8S6rEY3FIrGolkzg9Gh4v3Hq1uDu7PJKGHF2kMBj7a0TFsVJzqWqcewo6ZrHVCJMZZAR4JmjXVm3CQJrrSd13RcKS/ChA1wZCtHyolFHEynDVwGta56UMMXHJ4Y9Q8lxI4mNciKiGStDLq3ZXF5LGqCyVZt2frJ4zftfrPjkK1KbnL94DX6Rjmx2jVRC0dj+tq7Pl64DZfnDUSudxvHGnz7jV0CM3HKe6QqEv1yxccHy9Ye6/Lpl4VpIpdPdQWXr7oOAwNWbd8U0kkgNKtHdBztWUtJ5C15cuWnnFys2frVmy3b6MtJQPtzlx0KwKCxQNy1gHlAT9AtMXbB8A9Zq6bqt+FcKJj/+ao0sGXNOMCGW/NWqzdgK8kzfsAMgioHvwsLxHiClT4ke6g5i+MJRmoiFIwtXbsT7dx9oD0fxVUbSIFWoYCQG/CbBPcPEB0nFfdveF1/7m0DFhmunNUGYV04gqfMrLx7AI7LiuPuG0/DZa6+l9qInzrjm6mHnj/cIp1NV5MgRF049+74/niH/e89ZVxwNvMS4YRjF684f37IUuYx/3jhcIHPs2eP+/P9eHXKArD3mfv852c9vvvX2slVr8Muo4aPe/P4rQ06V3vHQL+6VlZw2zfZPv/vuu1evXo2bRigc9gUCHd/hKs1DXT4qL+/2Y1B7oy/Q4QdeKvFEoqSboF8qfCBK7F+f2UqNaO/ycbMNRCKNVmPaHUw0DU9XWytv9aNbb9k7kG94xeddBcJk6maBurTwFR79rdK3cdg4JxqYWO2SJ+xgKzA5gkc9IBnLxUshTGCkpAIFL420iYHX8b/ZShlJgWF2A7Kt31qyBxrdlpy9Q+xv72NryKRlKVrCH42F4qrZ3xXRrRUEiYE3XMKMxaLgh1ad55SFTKVIwSau4XlZoxa6/sG1o1HuRRK8zAI1+ZWoaRmsXJRKOc7yPfXp1vbZmgk40mSbKD3m4iPZy9XMxEjcYy78WR6vlgQ0Y6oqlYekDc7aR7hqmtlvaRsvc2VnHXN7Ni3lnXUUnGCPqdxFbll2dzx2HWuGRi2ybMjZouh1QiYTJogRzwWJPwTYEIo80LNZCVrKHFDiliJP6mK/mTIleulJu2dSWYq/Ywakcbp8X1v3lt0H127dA9pcvWnXxh379hzq6AqEyGPHNBOGAfTbvHP/tj2HcFLhqgP4+TyvSLGEdA9t3nUgEIkBYuV6BzG2dQUBeEBZ0TwngU0tAWjcse8wv//glj2H9rV3452k5plKg/S27DqAP2GBWfb8Avh1+II7D7Rt2rl/w4592/Ye3HWgbc+hzl0HOrDa9pL5GKmJZFt3cOf+diwBq7d976F9bZ1dwTAWzqqhOn4/iNt+l687pOBTgEl80cYd+zuBzmoC3xiOxrqDYTzR2roD+IUklMjnKHGwrXPaNOrTefPiiU3gZddN0+Upv+Cvv20UL9tX/EI+e/755+Pf10+7VWBv4SkPP3TmrJlnTy7RtLxp2MVHCS8xJg0f29oUuTuW3HWOSNCPPmf0U8fNHXKMrDHm/PoG2glPPQ2KuOvue2ifnzBnyJGyfDz1s0fHnU3Ha/JZk1hKn36ee/75YCiICa8LmUPOk+V4iatPRDNwwWKWipmgEotpJBeZ9hJIn20i0UCmu3995lHAgyM9GRK7aLgaU1SYQNG1awBk/SXAKERdu3Ky8sO3PIbpeLILXor2uO19XN3ovKHdUqMzaPAVmBLBS2XSoEcXLzE4FZ4CTFoZGy+L5JmXEs0qHffMeOL+dowjmRLRymQdv0uOWgMVjFSKrCFjlJ5WdaOE7kQPXGeLQIDHt99+g9UmwmyKiKoNcqg0LVyKdDUaZn5wnox2RC5lkbqjpkprj0Adt40kpChRFPjzjSu6u5Qoqj54lIucptTjAhq1BCmTS+2i2L677Ofp7sFfTWk4ojBmNIJLo/ZGiZCC9zbFftambhnZXIUuIYlwYtTTny6EGbcJ0yywbyZ2Hbk3xmJitOp48RQJk7WJSssvQYZmmnriyL48maBUe4TUiDRNw44S+foKcUuKLStxlQoGqPDSw5buwJWI04PsHlNpw0rHtWRAiR7uCuxv68Jo7w7g82QxhQ2wLHL61hKd/pAvpFisisC+5HpXICyv9FD/Th5v7+z0d3T4VI4ospAFqRiB7oBvXgdh7G2gIJ4a7d0MciFK82fzOc4CFPARPFN8QQVfLcdC5k2gwQ5/6HCXH+gbjERjAEI1QUtmCSPnKssDmyMxrcMXasM7g6EwJ9BNTLt0A793+O1uKVGfw2WCrT7IwVMsLRiJeZ8LHT4SyBT1/kceeYQyoVPGNIGXGHMvpEbsMecObyKAOetSO/E9a9Ys/PuGQ5j9kten3XnzWRdPPWf87GEXHD28XHTyI7ImBx9vMV7K2PXwOaxDP2Lk8JH3//TBISfJamPSmSRMunj5SglgEvb/4KUh58mK488/eu7PPySzIazhzSfc4E5VPv30U9wq/cFgh8//nYpkAi/bORseisZxF8JVjysdtwvdNMq7e6TzxTa1cfwHe3qbCesNfGMv7x6qEjVlfzHcUSPtjbhJMlf78al6qkz76tjAimvLSpsOYXI4xVF4tvnc/r3Hdm8UCZSWVCR616ccM4r+O03VKhCoZFK6Jz/uhUwaHLosxjazVraQqdYF764VuFfCuccykin1qKk0u6dkSLTQyqaBRwDLIOWmk0DNbNn6SCdLgoL8Flb666/7pAcEjJlrHWHSsztpsPqlIRJJg1ka46XJsuqktyOlkiqntg1Tl3oJibcz/jUc3O5zPDczHMxUuf5SelV6uFelx9EyisWioqMOppVvkTy7CIO7yqIDEqY75xUPArc+Np3NAKiS1INTKoMphFMnYbo96RFup8ccBHj57bff4iviajFe3ee6jXv01XMe7wPCS5YMAigWm6dIzcnK5nKC+tL37cYtpVxBTeL8SxqWDjQtCV16h5EC+KlBJUbVhhorpVJxpkWulFoixopLUS0RxvkcV3G31IGPwDQ7yCxJBHKysF+RioWUpQZDcX8wlUzmc7a1LlYvxe4RwpzOFURIn2b3RvpmXMJ8vfQ5pSbyETmj+CThWyIVyqZkVdN01dP0kpacKYqe2eUrVBeaojfSRZrCxqp8wwdeunrI7f5AKBrDIwyMihGOqqGo2hWKtPmCbm6rrdvnCwRx4D7//PMR7K646/rG5IncMflciiDde/NpjeLlug9/7QYnr7rqKibM244eQ9Ye951JXU4Tzm1xitw7Is+eM3Wsvb23/eL2IYfJ8vH4D5/Eul18yaWYibz8l9fx+x9PnD3kJFnneOHHT1986kzZvffee+/OXTsJMr8zkUyJXgIvE7qeImfDjGQxpLKoZO7v3EVzWY96sJT5VVPzbno4bNZP/7xa1JT7PY1GtTGBl90h3I8TpGQy6DX31gO4rUCullG+YKsVuVZuLi3bW+SoWeYLbhzvqPRW99X03a5/CXh6mmAVSy8nzIpDenxqx0td/yNPTeax6C6XHh88cDXdIMsW01QNHc+hQCyuaImkZeGcL18NoFGC5RrT6TS73ti5VGBVS3SKJE8KUlLURIhqzkzvM725gXWWXiRQHMt19mHNheLSpA9fsPlwcG6eci3g7ErqCUFu7CgcVMfHnPR2VNbb0TSVBDNzGc7KZtw2/CwFx1i7njPRNZRFJZaepsw+oUmeLzqmnQxFlsv0QuXszTO0ZHID70/hbc7vxxPJJD78r3/9C4SJJYiOaJYJU/wOsv0JM0sdPSTAbqRM3aRqCpEJlZQ38JIyRKShavsliaaZwXFLqYmljh5Lt7JVwdJNu+umAeLq9Ie6gwpualbKruiw62MTCSwrEIl2hRS/Im1EqZ6Se1HZKGTSViRihsPZZAK/9/L1KNXj5ZdDn6MhPOA16855mT972Te88gp43y9PH9b2TAMvg9FYe/+7PfCgKxjGsyygRANKDMNHPeahQ92Bg10+6daXete9e/eOG0cWPP+8rDH7Hnesmm136Oxd9MtGCXPm+dQYPubsMS5hvjl0hClu5rfPOIqEiZF+8ZyZExyoPnHWkCNlyZjNXuTPvfgScGjF2nWSgx5ydPQOqQt95qdPVHvDPb+649xzqI73zjvvxN0DJ/l3JJIplBVVNVDWgBXvJXfRMsuYfKsgU2a+RUvEwgAaR3IXxSOg01+Xj6T0yPt4w729G02ubZ+9c0rX1rPOefupXYHouMIz51Z48k7GB1sWySx7IhcrMGv771RfAoU7ACQUoqwPL5kw6Vk/kFJNsf/IlQ89Bt3lkjhWE4lAJN4djvojsWAsHmJPbiuTznNIp/xTpCdJP3E+rHajEBACNJVvvDOl2pGi5oVI3B+J62aT/jj915myvYAcEd6RrRALckFKT3Vukw719qF0eszTbO0tTuceH/MefI1pktkiuzFSZSYOgeir9yNMdkeqQZhYoGlZWlJXEzomCCZFwzL2HLmSXiiF1Kg4OZev5BRZ8ShLi71hmLlcXgKY33zzNV7HigmZ0xSyTGg9S8rqmLboZJlE2XDKh8dpOTpPSXDJ97DPey/7vNO22338FIOUuKUBOk3VgZfUN2RQ3xDu54DMUCQmZk99tiOASgWfgWC7PwjiwumNvVSPNkgPCBmHJqJk1HjO0POcWZDTo5L/pkSSG9No5URVzTfwkjm2QH7BScNQYnHcuoGXJVX30keAG3u7M9jH2X+Q3ybd+lLveid3Ct933tjm8BLjhsnEh9Onnt0oXn7ymi2cfsFpF+Dfq6++Gv/+dYgIc8VJT0gl37K7W1+EWT6ucvrmx5499vpf3/DYj5548/+8NeR4iSG0v2Lt+oOs/j19OlXYvvLDF4YcLGVMOmui7LeRI0Y+fvxD5W948/sv33zCnEtOoY4tTJ1SqZSqaQSZ34FIJqmOkwwvT3gH1KkjBe+qihw1fAmbeTyVOFHWJEyp4MJe7arPqVx65GNawk3cNL+qfT2OjiCJn1QwNOd1rhEzLBCX5gqOIrpsO/43mzsKkUy+XUuMtKeQ68PKNLpk284vZVqsUFQfXhqVusirDa+Te3O52kYHU4qJC8EXjnaFIoFoTFHJpoVae6prpRKtsThPjjKnlCLHCgMvRatnMOvj5BZJzjGeSAai8XBcs9Lpwfen2z0+lMfP8q4u4FDGuftG6hXt+HnrfDylWhUM2d/HvE/Mj1iVXRUDdPyIThJ3uOfAcvUQJlXI6CRHE0/oLJBI2Vsqpq3COUyY+YquWKVHQZLpKUvU5rHYvr4jWCtQoUxpOW8eTaUtL15KgxvIkCL8LKQp+W5pRXfV40UhijSIWI4gwc5K0kFPNb+WgYUAHevrG6Lym0SStI+oe5FKDaNWyq4OBXxiyf5AoMNHLZyHugMgzDpVVWkqaeqZhJbVEzlgPxV7ptOmkbFMPAr6QMh9nn1VyLnG662JMxQlWun+idtjOpsGo3cFQk2oH+NR2+XzKYqyePFiPIgnjR7ZduP05vCy+6bz5Yn/xtN/aJQwp05iofVTZp5/Gi3kmmuuwb9/O+32ISHMZ0+/noJjI49uANM7nr5yuLeDadTw0Zf+4bI7fn7Xc//5p6HCywd/8jCh/uzZcp5g5vLQw/TK/b+8e8jZUsZzP3nS3WPjh41/+z9eL3nDlSdd7r7hggsu2Lp1i9y1uv2BtqFzmZTyy2AkYvA9v3ZsxI5IDNQp2apIpk2YDGb16LRL3TgIoZoLW8no8AcjcdVg/Q2ZRHPaN+dWCPDNeeBOE+89sKrvj0OY3CdeuZNa4pbundmFTFfDpzVxPPHWcXKgpN/SOF7SEkj80DTMevPj0vtTsYu8xl51IpnA8lyhRco/1Qb3L5hRjRQvI2rCSOHhTqdB7WclkEzkH7Gq3377DfAS1JFMJgyjGYVw7xAKAt8CLIGX0URSr5Kpb3S4hMkdQ33SRa5paoKVKr3nRqts4mX2h2+RDDj3mGtpsnSnykNpaRHOVCJKKBQCtrndNPVkycl5XGPn8VRKSjF7emtpVgi911M3zncVO8oK+pVVwgrbupS8YljtVDrlnXeT7qtF3fTUxQNi5Gy4KNWLa5Kc29LTxHQdj9P+Txi4pLCfMOqJW3obiLJpjsDT/FqMJpVoFMdR/MiweviGUCgcCAa78MTp9vuVSDpTq3OquK/6qCqqB1duPsunRsoCxQNfY7GcZfYKZMoZy/Fq2sbB+Wj0uwqK2ZacFMxgtYONa4Z4CRNn1x//SLKHf72kmf5xGa9fbGd8Q+v/qyG8fP2pP0gk6o1/f2PqGRTRk5V569ShIczLz6ZW+llTjx1hYiy/e7hblun9mXzm5Gt+ey14r4X0OPX0aU//4Nna77ni91SJ+urrb7iE+SqXYt76m5uGnC3dccsJN7o7as7v/uj9kyixT5o0adGiRR0dHZycwoWTxy0rGAq3Nz4Xa9UQvNQwp6bAWi2asoGnN5+rw7Eia2vjDJIw7Sx5KblVIUzu9NGDSrTOTh/XpYjV8OhxA/7RdB3PKQzc7lPsEDdgRrKYG6ppXO4ENrOV65fEeLEn591v9j53qjd5ZSrdt/FK/QmpPrGvbD7/zkvIkSKNZeh1E2btLvIBny8O8x9FyCRNdcOIaAngZUI36oxACq0xYRb+9a9/CUTperJRh8TynUzRS4CBrrMHugq8LO8zambJR3pw7Nx1BuCJL7lT+phueW2G01NmF9YSCJFPZTyJcwcMlbfncaSybuhiVQMENbg9RwiTakQjEbltVrxH4fYVwQfFF7KlZwjmdxohcdFVB3ssQ0bktKrgS01VAc3AZwru2crnFLekbYxJQJJ7eTgSLtKg0lCTTluGQW7mnBSPaUkNUJrJpr2dQfUPYdqYqnYSYdocxQrGoHeaehPHRoG6MSUS6Q4EQ0okUx9heo8jNeZkqeLBCIWNYDAdj+cBmR5tWNGmaMl16tSK58XT0xUiNlOWLxRuOJZSrMAMfzJ/PsV5xoxSm8VLjEkswXPdlWc2GsAcN5YieFf84Yq3/u2tCcMIU6+7jvym3z71jiEhzLFs5fPW9cciRV4yPr5l+Ew790t0NGHCBJegBq9rNOWMqff/9EF3gdNPO79ah9Fr//cNec+mbTvc6NN99z+AVx79+QNHFRrf+s/Xnjz+kTe//3Kd7z//9PPcLXr6Z4/Ji08c/7C88tEn88VhliqRWO7MsqwYBfyDQ1WNSflxTbXStTwTi4+JSoVG1QY7yAw2xdZX0RPcVvgpvYnhTwCDYCQ2IGEWI7eO0Ztop2coEpIIKJHuYDhoV8IP7JLJkUZHjN3j9eMO78rLZLzcFUXqAUoI84gTN5bgZ3kk065+x6LqznQXFYqq8WodSyhx8KmLMAfqIq9yAkh8OM/N9RJRPFqQyZlW6teOcRNunYpA2JOSPxXCFH9qse2u5nRfz2nfQ0KOpPHuRi/tttzBaTfJ6ZrJpKIOYWL/Apak18ZVZG1hVUaf44flnvlUxZ3LiEa9rIbEe+VYSzmibugJUnq3XLUi3DZNs2qeRQhTicXJEr2lZ4jEqLEC0qOE9cmSLr0WJXEh1dCTKZZMyOjJjKFn0pbJpeBhJRwKh4CXST0pjTzUyWLXiltUCSD2muzwnkpbWQZL+xZht5/XJ9vuDCuTwh5TYtEOf0AIE+vMjuRHKD7M1a0YFGK3zCijZq4R71H3OJKHQsq0olEjENB9vlQk0uP0+DvuYHWpPw34dVLpzYIS9i2aKnPyGc1INuGs4VRghrEXrrjiCjyO32u2wQfjjUtsMOpY+YuG8PLJe07Bp0YPHw28xJC+jOuvv36oCPOTU+6XDYk/d6zx0h2f3Tb8sskOB06f/uDDJJ008+SLBoOXLoa5cpHyc+EpM/70vZdK3nzP8aRhPueGG92oOE4wOUle/NEzR4kqbzphzoVchSs/QMeJwyZc97trH/75/TWKP2f/noStxGzofLazfO24FycMI8msZ55/gcpjSCchEKO5dpYliKn0K6QoQ1WNiT2piYnwQPEKqY2vEy8ljFnoHcApo55R2RO8kssbqf6m06TwFhjg/mNHbpOJNBuLSH+6RI24hjxGiqCBUJSLwWrkOt1K0X5i7I6ZYK/tx10kZLlhikVjSYxI1BcLrPtUKqvSP5LJBkAFz8j34BVH7dnrl1RxhfspFDUnsV7m4DNwijxNKXLs3mZVN0simUdFJ5MVgfSIqqmYqNTZ+dXXkyVH8ohLmLFYVGitzg59b+VJluiCzhOqykunVI5eBmNqskXRyyMebxrRQu/hH+5hiUkOt5X1GPaxszOnXlUK6j3hfnZpL6I9lrLdfwQpsQ4id9N35AhO8ThnzzV2t5RrRzpNZOSYV5VoNBSJJEh703J0ZfsPLlCp/7R3KzBd1dCvv/4ah8cwzRj/kJ5SOkWd4uBK0CZQmWSrNCUSCYXDkWgU/yP9X1wJQJtMfUxcJCCpc3I5zxTbbfqce10ThGmmrbimBhWFe1v83X5/jGcQIEywsdueT7e7fM7UKflQqLtO2O3YyvEOJBkqPZGKRs1gCP/2cNyY+8OybCs0wKy8zp0vhImD6zoukThnyoyo8Y766qD6E6avy+ePRCIffPABHseXjR/dNF5iTOQA5h3Xn95oAHM0a6hf99vrgJd/+zfyEho1apQQ5jun3nnsCfOeM4mjpow9pinyimPhHcNns0fNzbfcet55FKm7+/h7mybMp46bO/206RXS8FzE+OiPHve++aKTL8brb779jnu2dIfCI0fSIX77P/7SKrC851d3TDprkpcqCYBHjrz2uuvGjC2tGBh/9rjLTr7ktt/cVIK4t/7mJvz1pVdeueJKSuvf/avbp59B++qmW271zqSCYUXXqY6dWwjJFQI3hCGpxgRhJpI6m3oMSJiFevLjJYnyAWNWfQOVQhXnzgMRptwDk4beXXOGi3kKtjqeSFDpFM+OxVWnl78onUmLqKaPHxJ4HNToCBb2c3weBe36EVRJDFYIkyqZWHPRG+NyALWydn0xkpnPuh3WAqu4A+cYWdn8hG7v9CQtVIjxFruHBqFQVNHBZ0C8NDMWwXyzxf/9I5mt9DzyDibMZITdPswyfZsKg6PHOJjRSJEww+FQHLTGSYEBN1aOCFgiYRrAkVgiSXLnuhFPJoOxOPASs6CkSUqJrSJquUYszlMn9aT47ABFItEIGM+RWG9l574nrtVvh8ia4HSlslU9SW6SmorrghWf+ri9mv7zzbff4tSn6Fw0ItI9qhonux9NlXAx/pUGokAo5A8GcdWyenmFEbOLIc06Y8tSgZnwqIbiR1YVXypWm3RJZjOWacSikXAIX07fDmzGp1jOUfrE+3DWGqZBMds4ywyTSbpupc1MjtXmHaetPltnuG7fSc8g9IpFMXVu8wXbfUHWe1QlUwa81KhlLSn3nL7eHnxJwVM/Wc9ZyveNtH0cqTExC7AsYIHAS/xvAWeVlTKMFEfCB0+YR5ybp+twwVdoFrveH1bafA3XleHxiocsTo0ZM2bgifzplZObxst7p9k8oG09viG8vIs9IsecPUYCmH/5f3/B/06ePPk6Jsy/DwVhXsA6RXfNHIIUefmIPGNrZkqMbtyw8a/92xuDiWTO/cGzV504646f33XP8fdd95vrvQh358/vkve8+L2X5ZXte/a5Z8vGrdsIvM+cPHiwfPanT9z42+vFTNz9mX3NNc8898KnXy7ce7hd1A8wMcTrz//pxdtuv2PaecVU+MRhE1748dPu0h5ky8iHH3n05Vdfwy8SAx87duzmnbttvGHI7PSTp4Cu61LAh8s/EAy2dw8FYVItIubRA+Q1+vorCTcEmTXq7oQea0cV+rye4DWz5BJe002ju3qVjih/BpSowS5veafvW2rIBTLJAFrXo3E1FInGNK22B3SpvnoZHJbEYCVMxP4vZt5TkMntCbXK4910vKTLXX9JiedIz7VNmHg9LzIseRd9+zwKSE17MlZz8Bk4gMnuyYNs/irRyWx5TSZnyZMgmFgioVsD++bI2ZtOWVTe5tRhBgKBaCwC2h/Y5YpDZGmcbKYZ0TRRRlLiWkRN4F9/hBwqGS9byXui62iylYxpFR1zwooCBHIcfFrZBVzb9V6OqVOZGUuS9riJTRY2++YbAOa34EyccqCyOHfEkDSUporiKKkaaapoS+JH5NCrDQrbqoB36rhxbbNqbCkpnSbJe0hUQ7GvcBmLRqVhO7kXZP2xPxVF8QcAuaFoLAqWYz/xPrcniNt5CIOp5EFPgAZToLWyObhDmLWUOnI8ynNJumWEFKXTh0dVsCsQJs8aPek+X2Kspd9cdNrWD6G5bbraccRaW1SZqhqqiqknjnnD/YOec6bafAp3ZoXtew43Eo3xPHOVt96isOE1E89tGi/XXmOr7fz5sZMawsvwhv+SD976q1uFMP/8H3/G/4J4pQ7zH6fedewJcxQnkd+54TtBmD3cASR76apZpOAELBxkNaZ33H38vV7Me+XfX8OLt/3iDmFa7znz8aef4cXLT750kHg5w5sHv+ACBy+vHfCkXb9l2z8//OjmW28j0j577LM/eVIW+MxPnxhBjf+jxo8f7y75vZ+8VTqf4ly59J+K8rASjXZx/cwxrsbsDISiamJAlxBb55az5A1VoeNmWOKF3f/5UhDGq0WhZRrm1RTXpePGTFkBpWqnIV7HJivsQu7NX/NiCx7ITOMhwuInyWxTqoYuedoxTJdmWbDIxA9LTLtP82rtS+XLlMy7vbbOsDvuC3adG3Nk1g1ySnKwpzBYN0bb0a+R/LjueJTnCqWu6M09fURwUvqeWivvT4r9lhFLaApoQB/Y+1uicCnqgKY2EJw3IEy/3w/SIYeXgfGyYKXTippgGSI1qmmxRBKDbJQ1qs8zKcbeYr19UQ2SSlGvY044HE5S2K2VqlD1uN57o9MAP42tzLE+GrXgYUrS+w1TJiBTzvs8tSHlOF6fIuuZFCmsS2wtyz4ReEOhyo9LesKbYNPa3ViiGhqLiyMkFVLiOyJRVr9kHVH3Asf/RiIR4CWgV5Yp1jz4RddtP3Gy4zTITNzKWMDLdI712Av99oyr9lPxHpvlN7M+cAVF4qRpsBImdZEHwwrXkGe4rpVyZEo0gsu23Jm9vuMoldvpXPXjSJl3nECKovl8eiiUS5nNaKA550y1+S+mY8Fo/LDHnaeeIXlD4DemBlOmUChp8dVTmibM88ZQnvviC4Y1mh//45Vn4oMThk0QvMR4/gfP45Urr7pKesnfHQrCnH6O3Vzz0uzvCmRiTbA+t9x2u6zY0z94poWQOet3BK6XXXbZCMdaaDoLRr33wUfec+bFlymweeNvr68fJt/8/st3/fdtgNJLTrn4olNnuPh34YwZTzw998slS2XJ0847b8mKVfVOjrp8d9x1l8Qq5/70Mam6HHPOGFnytGnTFi9bUVGzi2pC8CSKRXki3IOpGW4IwXD42FdjtvuDoWi8HqdjN5bIohz1BjNrEKYdF6XKugHue3W6RsoysTMjcRWz+Ip7vh23XwVPdY3L7/uVd3p6c6iaHcsxWAA634RrXgkV9/QbkhzE85Qr/O2YgJMib8Z2s89xPhLq7uvn7p12IRP/SnZeetJ77d1Y51fYN3+LfUkaJcxM413kNZ932aJ1e+voSxwwNSMZiscjiUQml61NiUUHbapwo54UEKbP7x/QQfuIY6KnW5ZPiXWxKKvOcW2MhG7gdzxM8z2t3DoZjselhikOi2Habj6hcJgTu813J1U9Up46utrvp15yU49TrC/K/dd6Kk3NNRLJZIXzb44ccW0Y5NJij0j6eB/XcPayo3ef89MrCfevv/4an6UecK5IFCdxSXZzPDMt0blC/0pR0ZBk90/uyGZRd9FCFz9QseKiKlDTEMUqy7Kz/NzBTfpLcda3tK0hM1YpNLJ0pAurPcWK3Gy5obkQpu245CHMVC5tpC3MjNwuciUSYX/zgggisXtQ1CLFzsbOKG8Uulwf1Znt0nHIZtI0b4lEQJjJYDBj6iK0axdB1fGl3rmGt05DFEXYXJIMQLvDEXHnqf8Z3U5VqQHshDfeIP2Zpi3IMR6dPk4e7u0rGmvw2b7gV/LBB45/wCXMuT+ci1fmzJlzzbXkJvPeqXcfe8LEmHk2UfdVx1atqMbY/xiJhU6cNOnpZ57FLxedfHELCXMa92K//BrVJ0w9Y+qdPyd+m3nRRSVzlpdfe63+GObcnz5+DTfgVPz5cP6ngyE0sOK991E31sjhI588/hH3S0WA/b3353UHw+3+QElIzVGTiLCDBjGHYZphRcGLx5gw27oDvlAkriVzuYGrvp1MK3eGVsrUlN0/M9Xik+59I5trsWeNdJSHqnSUd/gDSiyW1PU0O8XU0K7kcvZMRrTd6iMxb9yy6OwjSpjeUbBz5Q7vZYvGbY1vb59te8TE2O/mb9//CTY5w4Wvw+NV2pzdWs06mVbwkmymG3HwORqE2U/DhJ9ELYu52QJBViiuhlUtjWuzJhcJrVG40TQBUgCZ+glT8qHgScwzMQxRcXSVB9xD06KLwrvOyWSSw3cpqQPP5iguF1bCIgPeUoUi6dSoV1NCInhiDa/repRYTuV0M0cyv/mG+IOQEpMpEj0/8jVZ4WAXffMNEPJr/DXnSPSnuGNaalGccHevDZ2icJ7N4itUbmaXKk3JhksNoV3/kE6RsY6mSSe4lSI980TC7pexa2hzaYm7cvI9JcbieD9bP6gcKaV6V/LlyVgVxS1z3BEpyOziZc4Z3rm84Kh9knhEiYGXEU3zcXWi3UUejeaodrdXiJrWIZmgBHeDZ5QbhXbqavodR9vViwVgTdxYdN1IJrBPDXC7ZeIvOP5YQC/XbQ4Imd7v8uq5OaqwlhKPdwXDbb7G8BIPuC5/MBAKHW47fO65VLS29pqpjYLloRtIlX3H9edJW/JT957SaADz0hlnCdK4eInx+I8fx4t33Hnn7Nmzh5AwHz6TwnpTvwPNPu64misRPpr/6fTpFGCcefJFfzzhurv/656njpv72v99vZwbX/iPly449cIXv/dybbx0VYlwbsyceZELge9/9HHJmbNz337p9HnpR8/Wxsu/f++NyWdNkuXcfMut8z7++NMvFr759jvvffDRhTNmXDXr6n+8P28whMY1Hj7pr8fP4/9lu/k88It7KEB64YW33XbbvF/+nS6N7qK/1XeHMA93kb+YElMz2bpywcXM70DKReLJWy3pdvQIs4cMLDJqsrKihbgX4cHDybWM3Dlznlu6V7sy5whu1xOBKcvm57yFo97B3es5iWTK0xD/NvMQd5LmDK5VQMujr44vomeuaRBhOrWaBU8Heg1Uk34NaiFvpALTKcKk0E2rCNP7PBJx0ZbVDfIRJAdwTQvjQZmyctXrN0hVMkf+4/ghTyhGiyNHjgQCgVhN95kjznXEFR0pfzQeiMXxpa3SNq89pLYQ1JQiy8KCJFBAmIqiAEVadSU6s4DK3oL17BlAJtVVRiKMc3n20DlCTjJk15PCzSrPPw780LVKf7Uwh6JYGugOcKhyNxC2i3IR6bR8Sio8mb7SEs/E5nOLTjjGzd0SG+dmdkNLqCAnKQ3kQtA4S4ZmpHo8S7U05B4eZ8V1Lj6hzWbjy4RoWOHj3NueosQ+IJM1M+UOmc5lJF2e44LMvOTHc+T/KKYPGf4dXOoO/lMm67yeyqbMlKkmE34lQl6Q3f4OX8AfDKmaxqzbSwW3CY17fKxGo9OsO2F3aeUrSdGyq1faIXlD7mPu4C77VB4XEc4r0+jJZXC/r8GZcoexpwOe75IOU6kBqJUcx5/K/ireRv5QOBqPvfDCCyOa8oi8/7yxQI1bp4yZOZZ0I89v3CNy0dsnCB489aOnvIT50M8ewosPPfTQrFkUAfvnEBHmX0+jfPToY+jpM+B4ew4lyu9/8KF//HNeeVRwwlkTLz7pkut/fcO9P7t/7vefe/AnD4vh48M/frQ2YT7xw6coWjtrFk6kF19+Bb9PnjLl1tvvqMBF3f6HH3l0RJmwefm4jZu7Z19zzbrNW44ip3X7H3vC9vR5xJHonHHahe4+mTZt2pNPPf3ZF18c6uzs8Adx2ndzrCMjhMmaRUpkCAhTZnnBuh3E3JuPq98owUypz3RGlivS7eLGqq0rjg5za9VRZLFmyvKHFdxhSupagZ0qZd/SuJfVIsyBtDer7pNyB6Ia/j7SS5vCg9Es2YSBv67PFsDnZ1N1wjxS9Igkg288LDhEwPHVfM5pnBnQ+7sJj0i3izxFVj4tJkxP/q6V6jrEjflsPKkrqhbXk9X8Ir2qkqAIDgb2sWJpGqiiOlnUAY8gsMNPbuMxKzNAvLRVg/TDE5rrp9PT04tfouyX3ULC9CoZNsH/eD8+KwWTHFkld3JSVUokuJ08yvaL8mM38UjWm3t/iC0VMHM0Gk+QSw67nKsx27SRKzzZJdZ1bMQFgLfhrwSZsZiEPUneh9r6kzz76xPFJLxH2rFFElYWq1PkMyNLwwexwlHuO6JoJy8qy3JGGaBmUksZJE9kZ7cBqJj0pS2qyeTSI0LHLLvzZDArS1sZsCk+WRyWZ+B/k6YOdgqEwx1s04MnC256MUrWUw8XNk3iqGC/RstrvQppFZXN3DCvY1TkqqVJHJ5yJmk9aUUjya4u3efLaGohk+6rXu3PS7N4VfsZUrDPWlY3jEA44o3SlODlIfypLHsu3kbhSOTgwYPyIN5+3bSG8DJy6wWj+ukpjtj6+X83SpjTp549gi3IvXiJce9/UePJ008/fdVVV1Ek7dR7hoQwl530uGxa6sWhZ0sZbU9QonzcuHE4iFt3712waPHrb/7toUcenX3ttRMmThxR5eemX91SmzDv+Dm1qD/6+JM4izbv3L11154aXLRk5aoRVAA5+q3/rCpY9NpxL44aTnW58xd8cbQ5DZD55NxnZEsf+sW9+PanfkYMPP7scaNZM9/9efmVV/0hxQ+si5JvVw8TpjVEhCkrX7+DmPcWJOV/PU48k5ocBdIcKhswAyvc0trqL7n7YXPClboOu4PhpGFkOfRRNUteh/ZmpR1SxYGoGmQW7DQ6Hiu4Ubv1pa78UY2mcnkbET6XK1TUJip74hddyN0Dhw9muTOdo5q1HCTl/m+YjfX4GBnqmc3k7FRga1u/jzid0aIR2qp0ue3so2piSl6x34efehTjirOVtuRGcQkLzNTpF4m1BUUAL4kw0wP3nrdk4JynRmyNchYS/sZsizuxI0yYLWB1V3PVPi5NbRfFWhMa714NECOpZzBkMBQCB4psEbVmU5hTCbFOEPCPOvPAzwlNiccAi1ERNiKitm3BpSQSEIhlSh7566+/lvpMXdep5pLz3XiDfNSk+gcSLsabCVA5JoDrLpsrRi9JlYhinPQefJBki4LBaDhsJhNZroGhIkXMVrDkiJKIEjMbKdNIW7plqnpS4/8FZ+Jf3TKSJDWvYxYcTybjyUQ8qdUYETXmDwW5ep8eQF2BYDga5T530cHLxbjLCMeiCcgXv9qK7k4So6aymUrqqQKflD8nc0kl0dmJYYbDgEwKZrK6UaWlkQstCNN9FnheT2nJZFCJdvpDh7sq6RRVIUxRKMIeAMXhyfvEBeMbDWDeOJmCY5MnnjOejXgeuOXURvHynRdOtJ/733u5hDAf/cmjEn26krUN550yNIS5yuko33j/0LOlO65jMct5H39SPqfYuG3HJwu+ePm1v9z3wIMTJ1GGWuofLvvD5bUJ88oTieTfnffhoYpnUdmYcyO5NN7zqzuqEeYfT6TyhjvuuuuY0drc556X0+n+X979yM8fuOjUGVPPnHLN76+e+9PHbznhRjeqeeGFF86bNw/3R4kk/E8kTO8DRWhH4nJOU3Zd1X0yCx6M+0m1QdVl1O8Tcvt9ZBaACS0ZkdcDlv2bgOrZnL6KDkQV2DLnNMUX3ILPAuuW0P8yq1PErxIyefY2t6WzdEnPQJWijiZhkSH73P4gzmbaioXMnxUhs4elpxvt8bGylqxeNZ3PQQ5bv2gQDpjlg8sjzWiC5IMiWqKiVhV1nRu6Zucf03aETdPC4XA13/nyU6XQUzCslE8hwiRp8aNpue6OnGT21bi4xHI3iiXNzqLJM8h96NVctRWlmjro2Ie6noizvpBhGBJsJCucGPvgmOSDk85QAA0Hgjq+1bgoTFppy0ybSeBfQgtFo6FoTE0mzJSJN+P8T1Mc3mB2pZ+knszZjTl9UpxpmOQ0BGrFT4wMFyxsBlANX0RN5KxDBbxMAPBUrr2kpnL6wS8UCAXxhoIxnz8RCFrxGAEVyfxkDILjYLjbF/T5qak5Ho+oKgZWDyQcBwAntHA8HohEfaFwVzCE0WmPYI3REQi0MV4Crtp8ZDgeIZ7MsgUn14KyoFOupt5alSurUJwjlN2IPDHqCrNvu2WJwDpFtwHMEcC9fr/e3W34A6lYrNCfeGVpGT6a3miD3LUA+aqWwMEIRWLdIaWtmsNypSw5do4/GNyydYs8dg9yOWX9Y8f1tizhh6/8Dqz41L0nN4qXGBPHUzju0pMuLcFLGRedTNWAIjD+zOnXDRVhThhOID0kxpHVxj9vJKS/5777Knbs2s/0zu73P/zIjd1NPGtSbcKc/VvqqJoyZUqNZXrHBx9/QkfnjGkV8fK5nzwl37tizbpjCWwvvPTn8vjtzFNnvHIcOQHN/dljbif7nDlzNm/ZMrSE2VyWvPyxUtbrXdcHjyVh8hw/rMRUK5U6SoR5pJoDUUnOXSRHehwVI1uJPe3tn2LPzQpf2ud4d7rvtDtM+2pF8Nx6qiqahOK6kilUy2mKj0+DXeQUwMyJF3NPPXn/Zk48+1nmuh21wOuHOppZs4h0LSsRpuRw41SBGZOOXUmRA34CgUAxel+7D723kM5mNd30R8hzPN1qN+1qQzwQsercH01SNharLanxYp/LII+IqCU0rbkqI8+OP9jDbJBkSYcO9+ZQiBigKJcSueSkU1oyoXo6tdO5tJVNATKBJeFoDPCmW4a0tOPayeUz7H4eCyvhSDSi4zzFlcTumXQc86QvBN5W8Fd2CDLYaV7sh/ApExeBBaYll580114SmuaykmcnCg2H4/6AFggkFcVgdyd8HV4MdHV3tXd2dHR1+gIASF9IwcAv3aFQUFECCv3e5quSBa55Az/sC3QEwqAvfzAUd3x80pm07vHxaeQISv2JnR8vv2MM6AvWZ3tkZFmtN0NZGpC6oug+X7KrywyF8pKyIa/bniN9diZL8FLmiTJVxyFLYteBzcn/QvGHsYsqKYRUYkvRwOwKALmjDz5IBtN/mjGh0QDmleMpMjZjesPCRO544aGTsIRRw0dVxEuMJ378hKSDKd05/NyFJz8yJIR54TkUCXzgku8QYfqeJjIfM2bMoY6u2pfArKupU0my57UV2i///RViItkZqEvwqt0XmDFzJkW/PU3c7rjs5EvwpyefeurYe+W89Mqr2DNzbrzxxZdfWbhk2cyLaJ4yYdj4p372qNsHJM3m+Hnq6adDoRDuorihdfv96zdtOdDeecxUMYuEmRlAwe9ojAEJk9iVBsfcBtI2945MLqvE1U4PYbaTJXw0nhCb4P6dONWBMF+oK0su6+m5u1bGVEfM00OYzl9ZaLqoT1LkxjKHoBJVUldVrxpk9jl1mNVyoLLOBYbMCvE36RViw7v6s+TAS4vLLwd0Ix3k6PNUmUpQZZBePxKfjKpqmBQMS7PkEnvEJEX6OKQCE0dRIoHhcDhd1B+oFb7LFfKaYSpqIhynZuMBtTdbNchFnQsXi47VlkmJZVUFCQ2eMN16jEHWLYA0WCc8xtY5OZEuF8LEv0QjuYwULlopCxc1hplOuW2GBJmZlG4aaiLBAcM4WCWdTYnaD9bNSpnYD6FwCPN6jotSJ7gkzfFvmisHuP1HkcF1lZok7il6qSdYEpMqWfFB6evBj3gMRRQlGAwFg+EAc1F3MERC6GCejq7DXByIm1IbD/mlnWTS/dUkfAfEy06sKNehik8lV9f2iFa89CU1FJfur2KaKzmC9fiCuTPWvKRXyPEnV8DlqSfBmbhyKIZJrkC5XvYVkvwIJrD5vAcvSeFTD0Yinf6g+GC2VdxFVSswbQ3MDRs34CE7dtRI/83nN4SXi2ZNkQf06nm/bpowzz2XAnGzfze7GmFiXHrSpXjPxReTceHtZ106JIT5x2GUXZ31nREsknHTBXaivPZVgLPilX8n9aFxw8YNqFY0k4PGd9x5Z9Wa3pIls67RFSdfVi1F/re33hoSrxzv2LZ770233Cqn672/utNtcheLyRHsTfm3v/0VN6ivvvpqypQpgNKGPAsGD5m4DR6zSjDvcOvoKj7XbE9GGrbeo3Rq15N1zWQz4Vi83V+cqnT4g0osnjRNPJjsju8qKNivH8cxc6zxrHTXUxi41IHIwUuSSWcVI1c63vuGJHusSBdA1olhViTMcmelbI2sukfbp2r2lhlS9NjLnxq0BHKZY8KsW2vdPAr94wM+E13Hw6ZP4z72ywaZxFQtHFNjiWSGY33eM5aiQ7ouWCIVmFQnpmlR0vxRwI04kAbmTRw0q3hEcDhEaz0U0wCxVj0OlS0a2WyayhfZ4xKESVlIEvRM6MlEiiy/S70dG917g3S9dwfVi7JqJTsN4VrowQHGTo7H43jF7simvhjqH49pZLjpJUwaOcqJ480xTY1wMBSQyeUotGISyw0Eg/5AIBgKMRyKRLlAJrlgCGQGAgG/3y9q6qBHqu70Ri+zWZwG2KVhEvTGn7S4pgXCSmcg2EHN3dWfYkAjHjZw+gLgKHwEH+TAZtgXVjDwC6bJHQ5lHXY+BdzCO/GGQDRGUyHOhmNNMNPBJuDOgh3l9CXVy/l9TgpGKmpK1C+LZ+9AMWohTLkYCx7LdTo19GQ2mezJZQhRdR3/m8+m845Or8QZ5CswR1CNJDZwAPCuRJiigekLBHCI72T/wTcunthoAPNCVlafdclZDRdePn+i/PLAraeOYK3sGniJ8dSPnpJgncDAW6fecewJ84EzqUCxhmDR5DFDAJ8f3kx8fufdd9cGmDffekd23aQzB8iSYzx53NPy5nWbNg+YK8eJtGOvLVv05x8+V0KYt//6Frz+/PPPdwWGwCunfDz+lJ21v+G317lr++pxf3K1OmdyPJa25dXXqlabHJ2Be5qmJ9OcqG2th0jt4SHMYi612PPi8JjoPRaZsGZ/t/CGbpp+pV/vIW7UYAIrkxLZYbuasb/bjlshWXQOKnMbtwOqfb2l69mbd1t1iksuJ8wqZCvazmL0k6+El/bW9RUqikQxkVbYIUWVudq5/ups0Oc8dBoiTK7APEbnkq1xaKs25artujqWQxUImICYHBbzKbFgVMWTz7tjKXuboL4RQCaAxFOBqQTDkQBGTOURjyYSKUdc0fstXOeZimrJQDQeimtkgN46G50Bh5cwwcamaQJLDF0XO2mnKbiZoybB5Hy+edd77+BOH6q6VBNEhpZlYoeT33gsmkpbthqkTZgmpgOATDNdqmeeET2ftJXgoHQ0rmoOz0ssF3gJyAyHw1zwSZaU4Ex2+ekjHadMRuXa2gD/hClSSFHKkuglOeZEIuFIhJO5AMIgByR9QoM1uOhwNxmIgx67wJNKJBiJKcDChKYZWEvSUyN7VotOxXA0jlOrOxjmgF4QE2egF5gZUyG8x2Rdd67ZsKRHHtzLdaaN9fiwHiw5H2G7pB6ywv2nGKOuWpHSJ85EOXAq6dgXRew5bunipe7zJbq7TTWepnMv5QYw6Swq5MgHM2WGWQNzABLonyW3NTAD1BL23nvvUR3dmFFqg3j5zqW2wmHb8saU1SluOXr4+VPPXvbubxhMRtz46xtrEybGFX+4Au+8nr0jLz176rEnzL+cRrBUUbBo/2Pn3Ow4H44bPWLs6BFTxtAvE88dEZp7dAlz+0NEmOeee+7ug4drnAAfzf9MVq9O0fWrf3sNVXjee29FxexyyHz4UWrIKvf3efjn91FpwYMPhBTl2HvlVFzVN956263MvOjUGW4885mfPu61Gbr5llvq2fYWDsyIccvCDBw3q9aqU9Ye3l5gry+k117HQ339FCarBUnypLiuByPRDn+/WguiaEO33bGdnLvdoOTGKl2qrOIfZHfHsJ65pLk965m32aavuOQSyKyRncejKu74MuPOXKjisSgT/Fx/706SaK6Cc/1U5gbuN/dU7/faThzCqDhIVk3CNNImaxPRwC+pbKqawdxRGkUFLZqANBM7JXovELdgY5OGGcRjPRrXDDOdFXrvZepIs6thNA3y5AAmdpkEuyKgSjURVhPBuOqLxIKxuKYb4IQs6yvKLCnP0cuYlgzFVOClqhvZfGki8qgOL2FK3hl4bJqGnCGOgmVznvUl6tyD2qgCl6aTdCeIC5DJ2WcSME+o5LXaS5cAHaksGMzEq/FEJcJ0BuaVajIJyASLasBppjIlQk7iwWAQ4IrlJ5OsYBmPie2j9JhLdJocIcPUwF4pehkNR5SgUrVKUBoMwZwd/gAmudLFQzWTSjQQiYeicYUayjRc+ThbdMu0OItRYJPKPpmPmASZWHO8MxCO+kIRzJ3BoknDSLF1QiplRqORovdQPg+KlohrvhHHW1YSzpINJ+vlVqjArE9fzjvXoPLyvJMrZyLFjQVHj6psOzvj7e3JiIKbSi6bcYXuSW/fNJOmEU8mQtHYwITZf4gGZiCkxFV1wgSyRHy98QDmpNFEh7dce3qjeHnvzad5+y/GDRs3IF5iPPNDW4XmIi6oe+qMPx5jwvzi5IdlBbTnSzFvRPWfxy8ffvU0qms8SoR550wizOdffKn2Ed/f3jFqFAWcJ541sR7CfPF7L48cTsf30y++rOeMWrZqtWzv+aefB8588vhH3vrP14Btz/6UBCqvv/563Je6/f5jX41Zccxf8OVd99w7erStX3T5yZe++f1XhDP/9OO5V55Edpnjx49v9x8jwhTFeAAtbnpKDE88w+kAPRbPO4cwU5JPGbgwkob9wzfhCk+xXD6nJpIBJUIeap4MS1colDB1r4ulnd32uHtLRr5WQtwhzAqqRJ7Iap/H/Kj+fiLxmBMNwLTEECrmWIkwi44egpeFKn5wUkUvj8UBSkm9CiSZtNtXbjt3ZGq5+YjuJR6OogstvxztCswKm3DE9pTPNJWlleaCDEfy8WjUkoYSpzpJ8Sh3Oq9NypPG42IOCKIix0AqgouBwFklOwuGVJO6Eqdu9DCec0mApsW22VndtGIUvSS81C0ryz4px3IXlRKmYYDfLCc/Phh9WkevoHnX+5KzUSLnFhtRkcIP+CvFk6+enHgm2sWWlqmxcqWVSVUjTE9Zphajxu1ElIWP/AF/IBiQuCi3LRuARm4mMsStUg4xcbitG1AavQReMluGyo3bDnriaQFqTae6CpVWVceasOUDqV9m2E49S6q8jgOC3EN4P5C1qEkbCJDGL2BpMh9i5pYBMsYKKwqFYSWAaVlWgoHZshrr8cFXW+yFxIHHigKYFF2sR0XfuQFiozKiR1eskWbIzKdThqJowUCCm6ewQPk6XIBg5e5QmMoDquzVAQlTNDCfeeYZl4VmTzx3/5x6G8lfnklcOmrkiPTunzWEl+qW4yVueT5bXePn7p/fXQ9hYlz1e8pT33HHHRS1GzHqi5MfOsaQKS0wmx4457Pbhj971fBrzyuS5C233tbzygiRBX33/XnPOII53p8e7s1pIV6uu4/wctLkyXsOtQ900LtudUzMJ5w14bzTSOdo9PDR5Wz5yr//Zc6vb3z+P168+VdUtTjr6qvrYqQu3y233S7dWO7PxafOvO03N+OXCy64ABNPfzDYNtTVmN6x58Chf7z73tSp5I009cwpz/3kSTf0Ou0MenH56jXHZk1oxkc6vVRClMBsOZXO5nLsy9Z7DCBTCBP3bbpr1YeXbLZLKj9Uz16JBgskt57CrL9k/ounQAKT5f73xvLuoQG32s6DV1RWdyKrFQmzsqK7M0jVuZBPJpMiHC2Ps3y+NPft3ue9hJmvktmUx3S6eqVr+fuLSoYcyZQaztpuPkbGllUX3UsJLmUbdHJp1XBUVopJt3o/W6wTyMhW42KIJSiXrWgauFEUQVkpkZpNpPW4ogYmWdJkMppuhOIqfRyMike+YWq6GYknhip6KYOyw9yjZGfJOU4oMUyq4qhZF13HmdNi94QSHRvpHnJduVPZtJ4yE8BCok9WXq1pYpviBnNAJrVxRaMBEGYwAMIEcpuWIQE3yrlzxpxddI+wE3qfeLzm7Fg0d4470ctAmMSF2vzBQ7jPuCDEccvOQMgXVoJsSKklE0SVGfIVyjYS4xXCTOp6Kp3CwC8AVJx1QEEwtwpUZnV34KVX0ykeb6zHp8+ZSJL5UZnmuXMsnA6gevWB7Z4gTAqkndM7+8BNxUpquho32G9IJshYrJGywJaDeaLhQe8LBLAHRGTy3NOmFklpypj4rQMT5p+ZMJvw7pkz6wwKEA0bD2J87CePTTpzUp14ifHcD56TlRTIvPWsS44xYY4ffm45Nz7x9Nx3531YvpPHj6dd9Ne3/+5987jRIw493jLCvIEh/eXXXq/TJPSvb78zw6kzxM/Ys8c+8/3n5v7g2ad/8MxTx8198ri5Txz39E2/usW7wnNuuGHzzt11nlfgzIWLl73w4ktiIu/9wS0Ud4Ou/0/ee0DJVV15v2u9+dZ73/vWvPeNPfbMONsYR2w8trGNAZMUWkgIJCShgCSEEooIIUAkIbJAIAkQSSCyACUUUM6hlXNoda4cblXdyqGDhGe9/9773lu3QldXd5WC59U6aDXdVbduPOd39tn7/7faLvpCuYnryDXyyNEj9903WXZyxhWPAi+f+9XM226kGvO3F7x3/veB2NLicIHE3AolMnn9qscX8PhUJUBOulFeOCtxtatwM8cwZXbMWuimUu6c6CXeAQomo99wVCJLRrRE+kD0ZRjccTgePy2yGNFgIsxgJ11LJC7KdpPhuC57kte7h7vQprYIUw4zN+dTOl6jjhUDHEYNn08JhtQ4BQPT2fKaPo8pFVPKfHJXwKXqOUlm4gkWly4u21/qynXvY5FcJrvJNtx8pGY8nopxPXtS8lElynTh8Unbf+2g23Epymg5tU5UMI4LwZToDgQSfO1IzdunSO3J2XNaBiZGeJyblCnzUGYBgFKggKIGaenc6wdqWt1ei8t7saKX0nCArLqjadqIeQ2wWZaGO0eYhn5CJzwi291yi1HcZ0rVllXySDzqDwaJ3sOhUCwSzef6nRXJBGSGAKUh1eP3OTxum9Nhc9gdTofH41ZVvxCyn00ndULDU9kKyMS5Oocr3tIsupegUCN6SRJDjdZ0vQnnWDY4XN5AAN0FelHq0zQfiiY9tbvYGK/EFUGPRJUkfBSSGCOtNSTi+F/OTfWi05Cgq+jSS41P8TMsiT9T4mfb3l5GjLr41QGGTL43dIdcI5JJ87VoJMrHIt0pzk80HlXUQH0+t9/iWy0rjn722WeEl1cPGPp/fNrvezO7X99bxtnu3brOaM84snOEeXL9b+QrHv/l48WDpbmN/SPVJj/11FNSWvLi38YvvPbBlRckmDnzeq0Y5I5+/R557LE3F7y7ZsPmEzV1RXAXKedMnDT57hEj8PFx/bs2lQMvN07vIuHB4j3oBQK37ty96IvFuaic+5r59NOdkW5oIPGHE6fPLPvyy1mzZt19N+kANFoag6GQw0lqkxcGIIugOyJMl9uF7uLll1+WQ578xwnaD/dN2bFn3/neB+Clk1PFwtEYZZ25PTh7x6pqD52oPnyy5hTOo9MNJEudTx0Vc6UP1Q9SrCwuRGRY3pijl/hLMBRxuH1VddbaRjv23Ry70zMwvXUWR4PNBU7G6FNv0/qrUggTeLnn8Mltew+frm1w+3zxZLwtZXVOKE1J7U+eVXJOEdTr0zUWlWE0zmMEIBOdLwYOsczzsY50zBS9kWr0LMLMq43TwuW3dDLJWr0D0bzWDMefBMYFUgQMB7UkTHOLBIGdkVgkBpxLGYSZXRt1QZuJFROJ/NXceQ+5uSmjQraJTMNpsdvpoxw5Ws3E8Ac283pwu0oAUzIwvfSbaK5SPTYCjASm4uHyBlRsx674HL6LFr2UhjtCZMxxcVs5OocuSFUDEoPtBEWcTavTFBvdKrHpigpJzq4MerlUCdzYbgzT5NUokKk4vW67iyDT7rADMnGfYzLlD/i5OFvhc5L6+utzf//73/+LXxL1JVdKt9vmQCejK1jqFc1AzVqrvdHpdvulzqvUsyE9JL40iIkAVzxJBogodKGjoKmo34dO4+u//72VpgxxNsf0UJqNKaW80Pk8SysdrBdE/o9trYYUH6PWKu9Eax5dOhnjRkJherGVUlxmDXH2Lm/mmspEMo6Loqh+u8fd6Qwx0cBsZFv2QYNIfqf/d54GYUrrc9lD3W/sqQW4und7eVCb/j6dI8zRw2/Ap/pe3/e1H77WOcKc96N5snuvvPKKAUJvXzv1fOPlo9ffI9/1xjsLOo0TB4+dGDqM9CFfGlkGUc3RHHh+94MPO7EnqzdsnDj5vttvv/2uocNGjxk79t5x48ZPmDBx0qTJ902ecv+UqVN37z/46vw3SuQ30cLCg2mxNB4+fBgPBp5Eq+2Cls8U3kODMNHVL16Spu7XSjv2YhpnB5G7DeWWhyOKX220u46cqtl98Pi2vUe2VB7avPvQ9n1H9x89XVXX6PUH2GDuvMRbjBGNECsRd3oUq8PjViipKskLxExxDHIEnM2xeMKjBKrqLDv2Hd25/1hto83MwIBTu8tzqqZh/7GqY1X1vJkoyJkT7KkQNMxuPp2Iyjo93tVbKhev2br36EmL0yUOLJmVPrr6UFpTPV+ljw6WOfXpzQrXsSaTKfaepDqCYFDFWMZeeD7q/CX+2ZzU5NYzqsjzDGRaBgKLf3Z0mGvVxcxBp7GYFuYSyEy3cFANqpxWhj+FoiQgw0v2+UROLmgTAmGvnyLpOlfFEfcbjsrjD7j9flwYiraEQxJYlgxM8n8JkVULe6bEc42QNOXqZgb1VDIOVucszeR5Xhco3MjTBwDl94EIm0nWhtxq/H6fqvo5/KithHaoorxzXFpKE1EdzGvUcAi77mNELpCHmRnJJMgkU+9IEEjDkOkkJ0qXi+KBnELAwlNOn8+HJ9zAS7wk6gukxbsbrbZac4ogQaa1xkqL7iSJ1gaqdfhIJfs3GvVRDielZ0sVGy4Qbkg/vSjcShU0Z8+iXxJfIa/iwRMaS8a057GgBS0VuKVkfTycd308M0bd/t2rryXRPqPXtbncNlIdVfC/7MLJhNmURLcSDYU45Tnmp6IeT6ODEi87GlnKGvdB9x99RKu3Pf80xMBLo932y0ndbtaKIG6r6PbusDxFQJ0gzEOrfjt88A2y2W5du93z53s6B5nj2HRm/vz57y1cOI1zC883YT54w3DZ7UWLF58pbZF37cZNsqmlU0uCzJXTKIA5bPjwTt8J552gND1/u1dRzPpgdrv9ou+b8SwIYYaZMPFI7tq1c/To0Zs2b74AS/nAy0aHy634KdPM5z98onrDjgNL121fsmYbGAo/r9u+b/XmyqVrt+N/j52udXnJxfi8jBTcF0mv5VfVfUdPbd1z5PDJGhBvNCYUp+mSC2FGonEgKAASe/v56i2bdx88Wd0QDIdla+giqxtslYdOrt++f+eB4yDVWCJBUQ5/ALCJHo+1mDLWp1qL85pxeLyrNu/+4qstBmEan23VvRfTCuq8Ap6lSqSbaTbl1qdL42iYF9yWSCTFhy7OrhziHSPeHJFoWMzy4mz2bRBm7gii1bzonu95v7FwE4TmGGaMV+hCollntCgVBYQEPoMcRJICH6pqv0gBOvPOS4ZAQiO6duZHWapZZzkvAvMvF7mT+zwYxqmWOV0DgluIx3cq1+2oZ8rFbZin+Mmn289+tXTHsrcgOFkBfLbqjlQCme3n2mn+L+XPwGz3+lIyBBVVRdRQ0BcgyOQwJt2BxXEm+f4E2bzJpXhdJGjptHMwU1gT//hZ71TYUqp+aLKQSACTSEvT4aizWEUHD0NzdaOlnnM6y6ufL0eKeSKl/eD24xgmLzpTkbsvralOY5yf88Eo8dOvgN6KIUxNPyERy3JszHxPsyTMFDnvkJROzDoxMacwb6O1zmon+85AIKRn/Dbh2vn9YcWXQN8SCjlI+sNWigq0aGBS4ZbNdjt7VQ/4txdyCVParVeO7tpFKle6Dril+7J7+pgJcyp7kXciD/PLd/7Q9zYqvh58zeDOEeYLP6Xy5KFDhzpcrmkPEmFOvnHII9ePeOZvY+dcNwm0+fE105f99Yly4eVT15MbTkVFxbIVq7JPptW2dtPm1evW11qKrbTC2xZ++LGc1SNPZUCjOvfmrY92mTumy4g+Xe/t1/WFe7pYZrVJmEPZi+bDTxdddE4r3HC/2R1OVkWmshAWSVbQIVwK2phCmOjKQuEwegZaUOMazwvjGsnr4z4lgJ45WNtoW79jP2ht8ZptoMqd+4/tO3J6z6GTIL1Vm3av277/6Olah1vBeJSkNeiQ4g+ooRAa1zOS7keSxiPKfkQn71Z8mKuCSNEfBkM0kReio9qHWCzA6ZFi5YZ/vbypeDzOpcrxRpsTQPvF6q1A3IPHz1gdbt5CitMZU5JjD8BqsDl3HTj+0fINby9atWjl5i2Vhy0ONz6OrwBqnqxpwJ5/uWHX5t2HXF4/2A5Yhv0ESLu9Ppdog1B5r4r9EQEfWRHGrtJqJu2eL+M9TZSC7nB7cTZwlvYeYcKMUQooZ9qrgWAQZMvTBJPaUlYMU2q9C6ZFhakklgUAfZoiCi81NXG2VdCneCk0wZokrM0eiiWiaa31TF0jk+9GTFNO7uDKtSmAGZU6LGHmrCbiNjFKqApjsMYQj0HtwqisF3MITfq6Xruxtdz8Q1yyQAiE6bN7vHYX6WkrJh0bzsD0aRmYF6mmqXONsklVqk3i+59SGnCHiBarQZi6aFX7x1VehaKOXl8NMqP0gCsU4guo4WA0UVQk00jLDEfDgaAKyHS4XQ6X0+F02MnFEXjpF8f59Po4V9xI6TcmV6B0gkzWwSO8tKNT9YIAyx6jbiWX0gS6JvRCVJBOHlCqaCtxRVKC8TKJDgR4SapZHg8ucZw0nTKE1/JunNWBIoZCWt638YpAoq0F9PzvT5JtAahS5OKtDhe6yjAXKMlTlkrEgm53wO4AZPoVn8XmIPnQzo5oUrPfaHO43J4333wDfNLr93e3hZfS7vqnj3v+cZixdDi0V8X2sXcAL89MHiC/+XjuVR0lzI/mXSUxzAXfXdA5wkTrc30fbGTnzl0PcslP7qtH1+6Lrnm0dLx8/TrN8GXJ8hVZZx54OefVV/EnsHrlvn2AzOIvxPMvkqT58D5dVz3Y5cCTXd6d0GXSgDxHUfVsfrz8fAoFMIus8r64rabB0mglVX9RCUM/GIvFgXCXgjbmxSXMBrvDR30y8NJeeejkkjXblq7dDrCsszicHp/iD5Jen0epszrQP3h84BkAVcqnhg6dqN554PiRUzVo+GHf0dOgO2Cq4lcBfnuPnNq46+DabXuBrDv2HT1eVYdeUfpbDGeNdtfhkzXb9x1dv2PfV1sq123ft2P/sZPV9X5VjUSiTrdy+GQ1duODpesAmV9t2bN979GT1Q2BYNggTGwnEksT5usffQnIBBgfOFZld3nBB1mEiZm81Gs4PQo4eQd99X7sHnYSu4rtACkFMjFk4DCPVdVlvafR7sQ2QY8ZhOlwhiMR7Pax07U4ewdPnKlptIciEbOEpia6nqEP3w7kYEQIRUIKpV8SQxriyZJwFVQDPsYAHzs1E9iGQbahSCycq8zTKorHqbis/MYSsUic1Frwb4zHx2Q6ppqv4kBfZcZgGovnV8bLHE3iYigZiobiydjFqvFpa6RLK3zmt9RMR+HMOuGkSBCLKqpqd3tswA6n0+/zScm/poqpUHQZZyg3A/NSbjgEzLUx78Y9DGhooY4x4eXMPTGh7hAxGtkFfIYvnFODfu1EnIoefMwHlQCmtWl38qKaaLZHI4rqdylUG44LjauNZ5AfQCq3P0evs+iC8FSC6MCZnCoeB5bhgcS9UWex1lvRUXoCITVV7mi2lqSdiPsCIEyP1emyOYFRHlGc4Ig6PcLYW/wvdp78iRQvOgfznrRFmJQNwgJckQhPlPLNQOUkd6iGS1vZj0W9tEqugDMxwcdEwCgmMgjTZ7P7Sa3eVVc0w7QxnpIGpt3prq3TpBHv/OYrhQlT2qB/fvOWvww0sGfsbT3G9qaS6v59OxzARLu1F9HRyD+P7DReok35HYHfyy+/fLqqasfOnStWrpowcWIWnvXsUvHlX2eUgpeLrnmkO+sPzX/7HfOZFPnW53V3GFqtHjbs8PETHboWEydNztphXBT88tX5b6zfvHU8C8sfmpkHL60v3tyPNYG+WLb84hJakRRnZGPKYI3uwmqzNViteaPxZ0zuXTUdt4jt6L6ZCDN5gQmz0eEUXT4Q47rt+7/4auuarXvrrQ6aYfISLMbaWCIRioJgIugREpTM1uzy+sBdtJLODLlqc+WWPUcAVzan53RtI3hs/fb9KzbuQgOMfbWZEPFMvRWQCaTBdqrqLZWHTmzcdWD15srl63cuXbdj2fodW/ccBul5fQHwJ0ARuPj+krWLVm7+csPOjTsPgEh9gZBBmOjrojphfvLlxjc/Wblw8Vrs/PodB0C8SkD1q8ET1WnC9Ch+fDU481RN47Y9R/C9KzftRlu1qXLDzgPA4zqLPRzF4SZwaCeq6/ER7Dz2DU22cKq2weOjjRiEuefISUlhPVNn2VJ5GGdvz+FTQpgZjHe2Yx6XaAmxIIlFgiFVYBJUGdM4U0sW4IBhREpZcbe4OaQZDKoUpjMFSHUNzEiKM+0VNWhXfFbWD6fKaH/AF2SFxrxaAZoLOUUvo7yFwqFXycGLcppiJBpOkqD9pUKYGQqfbXBypgtzes8lBIoHwsVxIQzf0UiUaJT9BNPr42DOS+Ngi2yiZA7IxFHEKJ2YTNWBALiXZKrSIU1LPQOzDCUtnbi4UlSOCxcj7xsq3ulQDNOAzBinZYJOmTAdnKwSFLzkxJekqBVxSZSKJ5NyDGKYqWnpkYBMu9MZCFI5WNnz1VmjNYFuKhAkWyK7y211OG0O2kmuH8c5xxVM+vyEl+Rt6XJj93DftutDagSBDcfGtvCSF2KKyprQPyUZyGSPFeNKnzjfUdiCsVLAakUBv8ftcTltdnuJzs6igYlHde7cueCTW68cXQxeGm3At16qMIka4bX8nT90FC9fevzqrizDWApeos35MalN9u3bl+LS4dAshr1uXbqNumrUsKuHDbxG4+HeXW5Zd/UzncPL9Vc/M+hmSiSYMfOpLM4BAu07fES+4uDMLtMGEzPfO378ySLqyjWOqm/cc+DQex9+9ND0R8aMHfvSK3NWfLX2dF2D8dcp92uSQYN6d71vYNdZ93T5cFKXDdO7zBvTRX4/YeKkSzYDM+tIs7Ixv/76a7vdbrHZ8mpj4tyuWrvupZdf2XvgUKPDdV59G9OEGQpJdfOFJUwX6BHotWP/MQLCzZW7D54AjwEmaZmYNaJVIgYWR0NnSr7ATcAwgOVHyzeA7pas3b5x58GDJ6qtTk+txQ5gA5Jt2nVo75HT4K0TZ+qBl5t2Hdyx7xh+DobDmM/W2xwna+qr6hqr6iwnaxoqD58EZILlDhwHhzrsbi9wDjvzyYqN+Hdr5eHDJ6sBk/hkLmFib0GhHy5bDzAGXi5Zs33ttn3ARczej1XVmQlTDYWOnKrFz3gDgBB/xbdjy9gxHPW2vUdwEnyB4P5jVXjDyo278O++I6cPn6iuPHQSzIwdtrs96CQNwgQkS0nU5l0H8e3b9x2tt7mAVqmm7P48V2mz8FiZ5PXuFMnHRVXVT7FKnxIMBgCKvEitxRuJEGi4URV2bSa/5YCfCm1ICSQmMib4IcSVp+Q6F406FH+jy2NxewkyvQKZVL1CFbiRMCs/UwUK60RRPUqCUy+xhbBmCV0UYeJmiUmm68Ut88k3ROoVT9lZuGdNjJTlwmzWV8d5xnnitQZaCiEtKa8H5+dCZh6Wq8nsA1eWFYoiAlEe9j3U3BiL83zU9Lj0mv0Lfx6MlYJUEwgzSmpanKdRZEV51nJ5OBYGYXKdj3FlCcCi0WiQM40l3RH3udQBEZ9zKBNTcCAnfok3cXJLnnusc0fHYg6Y6VOE1h8M+tmTiMyDKKKu5YieO3eOTX9CDperwWqzOBxOjzfI+9+u3pRMvuTyFVAoMqkEdMpLVFwt+Mkya/JTEBOTAgJjR70lf8yn+FG+zmK12u3Hjh/X0OX/fa1DhCmt3/dndrtJ04Ts3q3rUw/+tfVMBwiTQ6ddJ/5+YomEidb/OpI7t1gaBZiBl89f/rzx12d/9qzs5J039+4cYU64cbBwY+75rLXYZr1ESvVP303VOoE5Wln31GkPlgs/QJ533pmOG2e9pj/66NpNW843ApWxmbMx//73r8mFweWqt2Y4lUtt9dFTVQPu1KT4H5g27XRNbb3Vfp6CmaYYZihF0iUtFG3zeC4MYVocrnA05vL6N1ceXrZuB7Dq4PEzfjVIKOVRLA43y2Oq+Nfp9eE3SkBNppIur7Ju+z5w3cdfbly5cfeBY1W1FlqSAS4u/morfg/OPHSiGsBZVWcFwq3Zshdv27n/mOIPEBnanadrG1lOynam3gYWBbB9umLTtr1HT9daPD4/EHTN1j1frN6yfvt+IF+DzYFdQn8k9TNZhPnZqi1ffLUVbwOgLl27HW3/0dMnquvxG5AkwFUIE5vF/y5es+3LDTvxA76o3uoE0oItgbJ4G/630e7GGcDOfLVlD8Cywep0epQ6i6OmwYZ9Rq9uxDCB1jhGbBknDYyNs4HjBcWSOn3RY0oWeUqVkIhntmhJoSwfF4tipAuQcApjJFv7sawlx9E46ZPSXzECBlWvZGl6PQylKquCcxg0EHD7VbvX5wRGgyfiMTUS9oeCXlUFZDq8ig3YSf6GPhepofp55ZfIVmJ0KqmihmMFIzOyTiqFP1qlzCWDl6Y9TEr6XG7MNqMeyrTnvJpMp1FXrWkSvJQqD/ySNYsu9LpwWc4Gr/CSULxULQlh8myXyCSZGcsteFYTAgwXOANTmkGYiRQYDHeqGo5FgJexZMfwEg14qfg10Qau20qx0pdW0cOFP5SWKYJpOEskOMk5kFFa+aVEUJWS/L14ePAUlH42ND3VRBwTZDyVbp/iUhT0xi6PYtPwUgXenuXLgLvU6aYRrdZibXQ48OYoByQZdAvNak3x6jZLgcqiEsA2Fmn/WcnBICtbVhbFGFJKBqasVAIvcaWee47Qq/evx3cCL43W+9fjut14i2DAxNF/q1x6ZTF4+dBEMovseVPP0vESre/1fbG1+vr622+gSGPvG3tnvWHmL2Zq4b4bB3cUL5+4fqTESHfvO5CHlyy2J558Em9YOY0Ic/H9WlyxFCGjvO1kTd3OvftWrFn7/kefvDx33qOPP/7kU09v3VV5vuGn7M2cjXnuXCt6AFVV7U6nORtTaqslsXbIVXd370KzkXvHjTtx6nSj3UlEVG7INNeSo9eSPB/08xeYMLfuOQLKAl8BF8EgGGhBjFanG0jp8vpO1TSC3/YdpbBkKBwRwvxs1WaQ2L4jp20uqprE+w+drF60cvN7i9eAwbbuObzrwPHt+45im9gyfr9hx3631xeORgFswL8d+48BazftOrhy0+4Plqz7ePlGWoyuaQwEQ6C49Tv2gxW3Vh4+caYe+yBIIGpFuYQJaKyzkGL8lspDy9fvWL25Eh/HEW3cdXCZTphSA75wyVrJ7QRY7jpIu7d6SyV+Cao8fqYO37VkzTYcl+ClGgrHyasuStptbCqNblYI890vvvpo+Qa0dz//Cu/HpuqtDryTpEKKq0k3r55nKR1ldfJSe0I1Pn7Fq9FigHOZ6ISII7YEoGKxmBjYKeRm6OVCYQqyudxuyiF0e9HcPl+YY4yY0fhVKkrFmcEMB1Rfa3XUsfmIzeWyO+wOBx4OzDFcXh5wyfs4n/62wcmSoxWLx3TCvORielpdOSAzHtdiOxnnOSXVTEYVreE/LqkIHBFKtPKhAjlyHXz+sZp+X5E9Ig7HiGE6XU6wSlwive1FoXWlAs0r4UJmYLZyabP2EHGqc5y0blSf2sEMTKOiPB4BneIRwSMjkzjjWpP8iNNpsdmsNnKWxP2Dc0UKD5jT8Qv3BqmIJ8nLG0+dVzEyqDupdyq5GSIjGYpEvH7KY8Sj6ETzeB0uj52ClF50TGRq1kL6bJhYNlgpravGYrO6XEqAsnpaC1b3aNkj7cWr5SobLlclXTVNIVNL9YmzQmYwFPIovnprSQIveqzGeeDAfmGhwf/r7VII867/84PuN1Au4MCBWpzt8fuvPbX+NwXw0rLj1/LOh694uCyE2fsGkkvCDdavXz/8MOaqMbnvGXTNIPnSaTcMLx4v5143SUsDWLk6L9XgLrp/Kjkq7nisi4GXby149+JS3KXczNmYko6OPoHXoykyL9FLYCRmiDiTvW7oPetb77z4rQX9/0qX7+67716zbn3PXr2yHK7LsldEmNirsFSnXlDCpFXySNSjBCoPnpTsRICfw62EolEPaWJQvMul+A+dqN7CwAb+9KtBIczFa7aB4k7VNoLEwB7oAA8cr/p0xSYQ5ldbKrfvO7Jj/1Eg3JbKw+A9bBlQBzwD7B08fga/xGfR8AN4D6iGD27adehkDSkOuRXfxp0Hlq3bsX3fsao6q2Q2GhJAuYQJ5MOW8cETZ+o2cYIofrli4+6VmyoXr9kuhGl3eQCfCz5fzbmmewDAOw8cQ8P7l67bjt+cqmk4erp20arNn67cdOjEGTenbp7VBCFbDLFiIcx3Fq1a8Nlq4OW7X6z5fPVWHGZ1g7afHSPMfI6T2XJD2rELGRG/cUgzQIvjrMEI/hVhxrNnz4ptBnXdsWg4RB7KGBCdIEank63xCBwxnXGzBouTywH493YLJY3QvyI6bWcTPTT85CANak+IlP2yYzI6J2ulTIkUFxPp2VwXhjQ6PHA3CRFxwaypNie3itxYH2ddQa/gJYtHxRW2jScN23+o+nFzw+ELXgaDwTiJbp01YpjG6mq7eElKBemcuguagUnKOc0pMSclVVh29vEFVExIw7EOZmCmgKSc1ezD9MwDOJQHyqjksnNmIz8jNsrF9fvZTydhyNRLjkqCXGmaMHvBw0JS7X5fTJcI6/DVodTfsFhDisyal5WyFL/PQRNAJx5hfC/55ra0iOCkzekGpFVb7HU2p93jJVOJ9rSSjPhzgXi1SY+iqKyJ9r7RyHZOSrJBgGroeM9LG1X1WI378ccfx5B9+8+nlIKXaLf/jMymH3lkOnZ76dIlffv2Fcp66fGr7bt+VUBrvUMekYVbz5tIGR5d8P33087M+OWM3Pc8f/nzxspykRaTn13zqJiPv/3uu23BzJkG66jRY8zL1sDLf4isyIvV0tmYnF349dfncJNj4Gi0WmsELx2uDz/6RE7mIz96fu7//hht9jffu/MvaY/LYydPmR2uS2/GKnmQXWZIj+ICrpKDqNVQRPEHj56u27jz4OertgAFq+os/mAwwlPyVFMKJ+vwqZpcwlyydhtw9Ey9laJbsZjH5z98qnrRyk0fLlu/bd8RMqmvwzm3YmuUkFldX1Vvsbncp2sbgZT4liNAOpvL4nADIlds3LX4q22gzbYI82w63SvPKrkQJvk5qkFsFf+Lffhg6fqPlgFcN2sxTLcX3/LB0nUrN+0C+h6rqgUTomF/jp6uwadAyNhV8OcnKzbuPXpKsi45TtLS3EIgKHrdRgzz4+Ub8OYvN+xcuXH3lxtom26vLyuGUyh6wENkcz4/oIK5jtQ/g99k3dbDmYFqIBCJRNj8iMS4RKTRWAPFrS7WJAJFeV+K6eVT5L3a+zGQORwO/BtkeZasVXKpsGgS4Xe2FmLCpBhpc1Pq0qx80UfVWCoZbzaFmHIJU6KaKsvd4198EhhGAvi8PIqzKqo+F/2IOtdwElhH0cfruSnJz5E8TJmDt7vCa8TZCuTvncfrSISZFLsBFkmIBiNhH5CsaMX1tFQRPhsmvVmJPbLNYrNMJYCdwMsGqxUDBzWrtRETL6cLgwjuc1rhpWWOCGWSqAGetqQ4vBnHuVXI7JV8uFJtrz5nnU+tQ2hKYc6O2aMTD6DiQ3N68a/fHwhwIY+DBA1IQ4n2E2/GTuIRRWdeZ3UQYdpdLvTp4UhuTnjG16Xjz4Xi1a0dVFlv56pxLo1YUvKSBz1fIMy6EgmTinMtDRbrps2bKV/x5ooh/9fCUvBy8D+/KSP+8ePHZM/RY7z77gKDBN6e9efw0V+Y8XL757+TPz37s2fLRZiyilrf0FBRQeLwb33/rbxvm3rl1G66quetXXq8fN3EwoQ5/CZKqZwx86lCJNNgGT127J0DB/bo0aPw4rhE52qt9js40NqrV6/X5r9x6PiJmqL1M/8h2pqNm0eNHt3u22otVjx/QLj/+q//wu2uqqrD5ay32hpsDvCkXKORV44XvJT2yjc+GPSnYd34Wk+66kE871ZaVbSjPT5jRokhTYmsohPDnkhW+YUkzHqbQ6FZf7De6tx35PSStdsXf7V154Fjp+sagVgKTZwDdRY7SHLttn0gzEMnqwPBkE6Y23ceOF7dYFODJGUJzsSnlq3bDkLbXHno8Kkz+F8gHPCyipIeHVan2+byAOc+X70FKAuatDo9Npf3+Jl6sB9obbNOmJwzeWj5uh3gTDBto91FakJNYmDRJmGyGjBVIWGvFq/Z9u7nX729aPVHvPiOI8FV27TrIL4F34WNH2XCPFNvAQYDMrF7OC580eotlaTfXnkQ+4m9VajcyS/dO96ADlYIE6QKtty8++CeQye37z2CkyZkHqT9TJ3V/RYL+w4bzFw8YRoubBQBoI46Go5QObPAI7AnwLTZpI0sra3GohRFQYt6NTdlvDcWoxgOCJMUUTIVxSX/zYyXacKMRppSyUtTvUevKyepapHlkd/nUcIk//GAHLjhP07RY0UJhYMJson/h4xentWUFWNy0/ByMKX8crSW5iycWVpU/bimUFQcQZX9EKS6Bw8CGI9EilQVkClq/8UTJvBSDakgNy/nnzAqs3liLKr4fJRGxYtcABhq2mDqaHS4XB43MC9C7odkNMa50BGSeUzQK8bp0xzJVCTg2b7af0tTjNfE0QeiW7a6PA0OF3ohG/3gJosaLxnIknk6r9Rr+xmN4H+tdgCwA301xqN6m9PjD0Risaa2M1XyxJ/biFcbNT65CTydaJrvOR69JAVOqfw/EcOkABP8uk6vkrNTZ42FxGGmTCGFnz6XPVhiALP3FfdiOy+++GLW/rvdzpdfni2ccPutN3/++h8NwhzY7yb88s5r7ywXXi78j4VdWd5nw8aNtFh/7cACb57/g/nD/pJW9ex/c++F1z6YFy8fvuFuWpYdMeJ0XUM76MIuqPjh4PGTBd6GJ2L8hAlDhw27jfXtjdfMp5+uKU176hJpH3z86cBBg+Wg2n1zTaMFk1Cb3Q7CXL58+dp16zBnB2Qap+W2v/U146XR7r3ifnnDvFfnUQGv3/f8C6S6v3rd+lLyMyWyarE7MA/Fo8eKExdulbyW1Nu8CosqNthcgDGwGRBr2fodm3Yf3Ln/2I59RwGTi1Zu/mzV5g1c7Y3eL5cwaeEjlbS7PGBCIN+Stdu+2lq5Y/9RwOr6Hfux2SOnalhjUzlZ3YDtf7h0PX657+jpykMnN+w4IDmNIFghTNAcPrh8/Y6la7cDCMGrx6rqAlSMUCiG2crBxlAkigPB7z/+cuNbn67CZoUwwYfgV3CyVAaBNvEVsky/dQ+Vq/t5KWrv4ZPY2uI1W5ev37ltD+VqAkfxnj2HT56ps4QjESHMRSs3bcNbq9GXU1R2xYadX6zeumPfsZoGW5iyMdM+koUz01p055QMwixaC50FTGJqkBbpyMGDxPEopBljW2GpRxBqbOYXlQZRpiiTZ6tWKmS8MjiT33zu3Dn8i/HRz7U/GH8FwLgiXo/BNqfEvFJbrEzGyWwoFknqhQOXJmSa6srF50iTG01nmjGDSdg3xsSFU4G/SnA3DjS9lCrlO9SEGag6ngvHJJU3Go1SNRk5lgbw1yLPoSj5X3iForOGy2ETmRKS7wN7KXYieonpAyYRcnvjJMhTQfZGJh31jG6TeQaQaXNSJqQaDKIv4ocmJUIKCV5NkGQMLtCj/lVPqGh7vnmW7HLUcMjj96ODBV7W2pxo+MHu9jY6PSBMh4t0ycCTQT2iHuO0T+xJvdVWZ7HVNtowcW60O9lWMl7AJdYUf44VysDU8qvjxausF75kcs+QGCa+lxJ3JYE2QRN8h6tzwyirC9rqbY4Vq1YRkl1/69B/+qQUvLzzm5obuN1uzXsgVVWnn3jicXnPsEE3rv3g94te+6P87+s/fL1chLnguxQy7d279zzWPL//yvvb/cjsn8wecF1a1nzyjUMW//WxvOmXG7ZsLfrcUmbv5u078W/WBRIHq7cWvGsGy55du6PJzy+8+OI/biST2czSv39/49AGDxnS7rGcOIMPWSxWK57Qu+++W+YIjz76qGxh+O/HvPDtt/MSJtrUy2fI28aNH2d8Keh9zfoN1fUNDXZHvc1eR6V8NnNgU67RyFGj8K/8PucyWdAn+ANCmFo2VEcJkyLV6GGs1HLvhLYa9qfB7nQpvnA0pgSCx6vqAFTL1u34goNya7buRcMPS9ZsW7W5ct+R0/VWJ+bsHp9/294ja7ftBXEC80LhMJU/tzajlwBJAt5Wbd6NBrQDm+FttPxdXW93eUFxeD9IFQS7kSSMjrLu+n5gLX4DXhVCw3iBPQFYiijlmm179x+rQp/ZrBMmvguDPmbqh05Ur95cuXn3QY/iE8JE9x4MR2oa7VIV/uWGXZWHTvio4jJmdbgPHj/z1ZY92CZxb+Uh7AN2EiBNSkqhMA6tzmIHTOJgpbJ+/fb92D5wGhs5U28FYeKL8HWrcUinqu1uDz7i9irb95HG5pY9R45X1as6CRseke0WcooYu9GK7a61LH2M8dFIjEwkyU8nSDYtvNznSa+AUx20j52XcJRgcIq04IdgKKiSB6JfVkuNZXRDw5ljoa1MVno0LxQ0IJPxsknsQpr1RvlaSYpRADJzcx0vnabXlYvmfJMEetOZZqwFGo9FuTDfy2YBLVTUj9NLlddB0MI/KF6e1TIwKUeXq1GiUs+Ce4DQJaQWU6UlcyhJpSs9N6/TjaS9UoAT8vGhevhopEMKRVr0kiWncPi4yUUqGTcFfmn2gszuORss4Bly+/IH3PycBcGZnH6cpDWI1nPnzsqchUg+GpbUkwLV5ULLgC4Qv1Uru7NXWxx1dpfDo6C/9dBiisI2Pe5wJJT2k6L0SyfeX8ODDvASkIlpL1kOxQup3+vx51ihDMyMq1xqFoQ5n1NK6ozKdPQbOHd2j7f4kStjFCOVdSvGsXvH0bh8x48eKzGA2esPBAYLFrxT+Ij27q2cNEkDtttuJY/I4X8ZXi68RHvz+7RS369fvzFjtHzIIj/49M+fNiPfI9ffM/P60fffMPSem/pL+uW7739QZM0+bqrT1bUvzqaw7RtvvY0LlPlXS+WBA7KC/17FmC0V9+/r8dCRHtPRPq8YL98+Z968f9BIJt1XVtsUzoAdMmTIkzNnfvzpoqwzkNV27N03cNCgp595BoS5fPlyfLDPdf3kPNxyU08j97JAe/wHL916/W3Gtet9fTosPH7CeMw11qxfX11XD46SDIdDx0+++Q7NRBYv+xIsJ12HOeYpLlcWB8maxeOdJ0yqH3S6j5081Win9ejC58FoQr/4dvCbSkszQWDbSZL6Ob3r4Imd+4/vPnhy/9Gqo6drKWnSo5B7YyIBUjlWVQe8rG20o/cDvDFdEN35VUxF3ceqavcdPbX3yCmQIZizpsGqsKoGut9gOFxrsR85VSv6QsfP1KHh6w4crzpdaxFXyniSnNFwWvYdPb3rwHH8Vepo0oTJ4sOKP4BNYTvHTteC67T+kNEOe3iqtpG/oupMPcUexdIXewtQPHyiGrS898jpgyeqTtbUW3Hy1WCCl7pAjC6v73RtI1h07+FToE0cyInqOjtVElFeE74IX7ef8kPtUuQejkbqrfajVbXA3ao6ixoMmcOS7RMmhwHNrfjhlaWNtPih1NoA7UIhFajoYvliq92OUYkiHx4P1aH7fcIVaOJJTWDJPCrifmxlTFVATqeTnBB1b0SOcUUERomvJGOBopepDIN1sZgE9JJivLhMFpJAuYhNqyvn9T+CTD7ziaQ2khpRPqncl4gu6N3PgkWXZqV8sQd+Fs9pXC46B9aopAXnQLTWcZWLCUheRI/IrItI7urBIF2kjhCm2ERikiXOWaRNFAkzXp7FIQHPsjRGJFaDgRJPPfrwRgc9Hugw0R+6PB6ny6lZuLLXtig86OFKQBU2iNkZpfKSE0EyW/BH9CHx1ISiYRd6frtDAhHVjfY6mws9D1AWu+jxKXiQsauGn1QsFsNVs9hJAqLGaj/DsSYqVvX6IpFIqm338GIyMA28LNdV1rMatIpFMfRINclzl8C4YHN7OkqYsgJY22ix2GxLli7FOFtxzR0l4mX//3iOMPWOO6LRcDHHtW7d2gEDKGzYvUv3MuIl2ms/fK0rV7J/8OGH2B/8DOYs8rNTryQx8549e3bNec2Y+VTxZ3jB+x/00Uuc8Nq6c3cmdWimPw92u1PA0tw+rBgrn3rjzbfIax5EdIkFMyUuh4caD93u/QeOnDgldyBaV3Zp37Bp84gR95jP3ubtOwpssGevXhpP3qLpXE352WMvfPvt+37+6DP/8Xq7eCnt+W+/dedf7sJnx15x3/QfPzfmN/dJvbn51a0bzRT6D0jHq2/v02feq689OfOpyfdNefa55w8fP45uCsfFCeQO9ApMmLGOEqYk2aLTW7VmzfDhw7X51O23Dxs27JW584rU8Ky12jB/VFQ1FI0GIxG34m+0u8B7J6ob8C9pXbpJCRPdKemuk3uFWmdxAC/xToBfgmfB2lJsS3M0Hncpvgayl7XhPeghA8FgSq9qJFngSNTt9ddjCxb6q8ur2FwkpyO5jnEuL8K/+JlAvYGODvP3WCKmESZTDd6DnQGIYlfFKdLI0uRUH2JUMLEVeOXzxZNx+XZGxLDTrWDHgJq4tRweb4Ttcjgc1yx5sABObBPvESVMbCGWSND68llSBcGfGikgGxAXcvElx1Fgb8H2Ierbk2bCJL7K04EbiMjl5OIpya34Hls+zp9NabFEXtKKREIYiWwul5VGGxxNCJeOlKhZMloa66gDvSMR0mKKiokbCUJy/hhYE5AJ4JT1uK+/Psei0xFyq/QrCQ5bJTFYNGU4oRuEiUE8wTWqsllx5LwEIVOsTAgsZYlfj9XgKoAWVLKaD4onNd7qI2V7D5fJX3LHUuwhcxwJg7uH3CG9rGZD2XiUyycZmIlYMYdmVswui654pxt7ekb8IRIpCoSCRa6SAy+D4SCeEUynFFI0jfPaeCvNkf1U2lOfGb0Ut3ErZl4eKhoPhkm5C88dezhS7FdkxMT4wMeVpNimCKGfO4cuPQm29EklEVknmBSx+Irg3iPDykDA4fU0OhzSb6N7ZJFeF6bANodT8BJXSnKrAdQK1fp5nR43dqzB4QRk1pMWimKYd+StNCwmA9PAS/HAKstVlnV5mtJxVielkZOJEhnGcV9NxT4dDWBKFQMV+LtcsiLZ73szSyTMHleTFPaSJYuLP7RRo0hY8t4/3ltewpz7Y1JZx3G5PZ5Ro0bh57k/mlv8x0f8eQQ+Mmbs2Cefenre6/M/WvTZV+s3Vh441KEz/PFnnwtUDCbZpK6TJt9n/isumRhZLqoYl0uYaAu6j5aPL/zggzqb80yj7ZKCTMrdtTm+WLJUSvVxrk5UVeOXBlRLeLbvtf0m/OrB0b8lB8wXZ88usEGjlgevW6+/bfgfRhdJlbltxH/ea/7f2d9875EfPX/vFVMGXJ0uPJcX/jrg6sG5U4mXZr/kVwOHjhzZuWsXug8/GZBFec5bLGFK/PP46aqnn3lGttn7b32631xhfMXrb7xZTI4o9WZWWyNnkLtJnDzg9ZFUkZsmzgG3EiCNX68PnOnwKPKzzQUy9AleEkox5EjaodhPgL6C4QhgMhbP0GEWuRhRJ0aLcTFmTLfJTmiGMuQcgS4IvW4wzPYcXI+JKXCz7ustMTQRoKOMI8ZOQ86Isu5j5DKMFkukDbK5GihFxuWhMMCLlo1JhCfeZBKlpH41gc3SIRhKmARIvP8cC43LL1P6+yn5MB6VrxPdaRNh0m5nRQkYDiXimtQ0h7m3l1G7Q7TAipq8VK2PJlIB7VdVm9tj83gDoXCM14I5dkAePXziI1znQlHllEbX2hYIHuJRDJRky+x00PibiEs0hnyrafXdExPPF5x+DmZmDExMmPKnZEobxRJiBXLpQabEKum0sy01l7jG5ZeBgFZnTVFoOvYkZxB4ir9Al2Bjl/k4nkvKwOTYrOTyqarKXNShDMyL4+CTe0QJUkqPBIKqP9h+pY+ee0nqskyDxGOUiXo2f/RSH4msPFdVMO3Fs2/4VemaQjh/qqSRMGeSBnuQvTjFcZJ79VSQRQlIl4BS7rVUE+6RsLsx7Dn23xug+nF0xRi76yzU6q32RqvdarMBhsNpZ+EEvsLNpUYYRLx+nwOfcrptPJ0vHGNvNwNTYqrtuvwU34ySxkRS2yC1FPUS8WRCDYftLvKD69z6eIPFin7qk0WfUuDoLwNLxMs7fkjZlSNHjiz+6JYvX4aPDLpmUHnxEu3RX1Py3pgxY3Dr3T+VYpKzfjqr+I+/9f23buc11rcXvNtpHXu0Dz751MwtZknMepu9d29Czx09HshLmGivd9digH369HnsiRmfL1l2qrqG8wnteKwwdztz/utNBHJwtxw4esxQ9cdvnnrm2V561FHAaezYsdg98/FW3NxDGO/J782RsGHhG7XWYhtxD804pl02s9N4Wbi9/I33H/3hrKF/HDnkqhHTf/QcfjPje6+MvHICMPiBnz75+A9euvv3Y439HzaM6r8eeOCBjRs3SE5Uhwhz4Ycf9e5Nq/bdunab9IuHZQde+uZ70y57Srsf3llQpOslZx2Qbrlk/igBFUMO/gVkir9PvdVRZ3XwnNptc3rwniibA6aBqolWG8V9m8mHQpqtBX0Sc8cLXreMazzZkpIly4yWs6YjHTV7q2VWzZj2p8XEYBmUG9MykdIHwsRVzJw9XdFjWuOW7Wi9qN6XpveEGwuSZLBlmjCTHQCYDFcgY/hoIglHxe+3uj0AxAjnMHChCteUm3ZDSt1bTFuQHzD0+P1KWmtdVfnOpPgzSSR53CHWYMGuppqzCZOuIC/ca5MOjtCKqMslCJlaHiyZvEcFvIWakryOTBU9fPZwP4ArJEKV7MgFutQaLkGQMzBBO0ZsFqgJ4GSN8aI8Ik3aNRdfC1RuOcxlIrFoQOp9ghn1PgkmGWlG7iUuLm5v7fqi52jl6GUgT/TSGDXsbg9mbTGWCW3R+zQ9LiddR8JwLWcxMZ+IXOE8c2YmFc2BJDkS7hVNe+o9mmktBniJP2nG6BTMVO1ubx0byYGggJcOhwMfZCevZlZ6Z70sv49l3lkuiczK/Zg2REgdt9CKduEMTHO2ZGGXn+Kb6INhV3Fm0KSjkzCCPFkOt7dzhMkuKlaX2yWi6P3//flS8PKu//FR9+uJlzZv3ljsA5VKyPr1cz97ruyEecffaMtLly612p19+VtmXza7Q1t4/FcEzKDTErVG3//4kyF33fXYjBnvvv/Bpu07jd9X7j+A7d/R9Za28FLaK93vHtztVjO2TZly/8IPPtx/+HC93V5dmhN9kXhZ02j78JNPe/bqBd7W9c9tdw0dip0Z+OehUy+fMetbC/r9le6i0aO1uOs9v5sg5Gmg3R3X0Kr0l6vXFLhXqxut8998i6YGv518ngizmNbn2n49b+yVFdXEbAXdSPGEeafuNdD/r4Oe/ff5WV8x9adaXdKChe8XdRUYMkXYirWYHFy75DByR0VAkjwjGqmayep0q6FQXPoKM9RRS4cEm/MxYYHxgqTFWcVCs4c2O3rn8/U2dIF4Yk6RumzINO2PVgetyW7H1VA4GA4L/GRxaXH6dWl/inSpTioDHQldYhEur47mbVp/qydNaTDcqTUpGW1xOAFVdSuKAyNoMJhoT3U5dwsYfcgPnYMtrCaNH1Q5VPYM8gQCfq6ZjTe1ZGaUiX5RiwbbwpNpV8FLMJLJFT1NqWSMq4CjWvUBnQHWGvWIdg35qoSo4hiHXyDKZ9yKElhuMgeHL/aRyr2K4+KKLgU8zUufLTg0Ok6vB1OGYp5TxrmEJjUj+HEJVDzRoaWSQDXSLAoE1EgoFIuQd2Q8JvuZ4l4F/BaK8OIyqy5gosQkdjbZdvRSIxnu7rx+P/CPy74KeKdqirUc0iSnUcCk1BB9/fXXQM1wOExld34f/z4mjpBB4H1KTwBuogPx+gIN6HhZ49HuwKNMkkci+UD2Xj6qbQqziJY48kTJpYuyXhIFi74LZ2AaeJkqn8ap8Y0RztLBPnN6doKrkKibRScIeu+oHotkYNZbrQ6X87333sMw1/OPw0oMYPa5nCxspk17oPijW7iQvnrEn0eUHS8n/n6iRFNtdsenvFQ95K9DOrqR+T+Y35WXek/V1p0Pclu8jOK393XrX5gwpa2tuG9u9xHjut1hZp4R99yzeNnyzlV4Fd9Afdt27Ta+dPSYMavWrLU4XJIt+co3PhBkMiCzKy8957aJvyS3xxlPziygI4oDAYLibXf+5a6LSJgaBF7+BPa5WxcKP0qQVrRiiiRM85V67Acv5m5/ys80RQXMQcp+BUVLU1svztTbMdFdKneNOKv/yVo+NtaOJUKShzBzvLwN78U8hJnZJCuyhb8Fux2KREJCmCYW1WKehfdZX1A24jnmiKVBmFxSrQXHcpue+hiTchgtYEshxE76OwvL4YicXsXh9fpCwUgi1tSRMUKPNpBtUIiN8MKRsNeradrgzwxaSsDvC4eCNCbmxpMzzdbPptfILtVIZivdcRRgISVDKb9NUaYiV5FT1UZLM84FzgDnZLbpVWTEbxNEMmRwHmJzI8orZqWFi3uYhj8RcFJhDUxWFCffQ+AloAvQWAwrimqohM5S+TJALkoTfsYBsnJR0Bvwu/0+rz+AKSQBoa6AGomG/fgTRy9xDPyItVJhYNvRS2PUoJQtoJ7H4w+quPPbVgEyFGsT4oxA0g68Fm9AJroGiWRi+iaSDhHdX1LT0eJJIim9W6yNVqvb7cbeiqRYPC5zBC/F2zlHKIKJqjZL1bO+28bLAhmY6ehlsmzRS/M34t4DXtLMVOvfpJ4uCbq2dFynyNCRtjvst91Gq3h3/uvsUvBy8P96W8bKQ4cOFnl0Ho9LPvLKT14pI1u+/b23h/9FK6lYvHgxbjqpkc9r6NNuu/NaSitdumLl+SC3V+bOo8hq9+HFEKbRKns8+H7FmOndB97etYcc5px5rxZZm9xZwrSM5ETWkVdO6HOtVtz95FO0ztvrht5mZAJkPvWdV6XlAtVz/0bV/eDSwjHh/UeP4209brrlohOm0V7+xvvYJTwpHVslr2/8aNFnzz6vmUYZKG5uk3/+CM0URtxT9itYb7N72OQ6K/MwY4WaY1wFUA39T26Oop7lFaMwpiGGk+PfndkKgWVuVqQBmfH0eo22KJ83Upq1z5pPYkonSXNAksM7ksqutUT+ZkBpinNZjVhrjDMk0z18MR6UxggbjfjVgN3tcXiVUCyStYrdbuNoAy1mibd4kodsKrb1+UQ1EX8KBPwUP2HFHiPxoN3G5f84V3HyHiquUsa8+n9eW4YKNF2ROFDE0IoUJR+qvI5mO91oGWtcmAaqBE+GohEVpygU9odImYFSGymROBKhTOOE1K1LWdYFZmzOzo2IFRT+leOixVY2NyzGXV3uMbxNJk0itI4brKlFZmTmdIuLA5wGZAICPX7KIfertMgi4XRcVlaOpZfw3rlz5/C4AXs8Ho/FZq9pa7WO1tSoTBtzarCQx+dPJIryctI8odSAZGYSJfKX4sxLSBzXwk9ZKAERbTAfBfbK5XLZ7HanyxUgobYW9pOKGwFMXuVJAS8BbdGY1GW3w4SFMzA5sz1ZXocmXVFNywAXBTOehuO/BMAYgN05R3LJwHR73G++SYP+rb8bWWIAs/evSV3n2WefLf7oRHp93B/GlREvZ/9ktiyODxgwYN2GDQ1W60Z2Kep9Q+/ObVC29vZ7C88HuYlx+ecV4ztEmOb2mp6lOfWBaQePnThPkcwjJ08RGd7Yc86/fAgomvCraUZorv/VgzuEauLwuHbDpjapjPV5BtxJYP/MvxdbP36+2/PfpoX7u+66q0OEqZGe1d69OwmcPv9vb+bduCgyLV62vLyXr85qc3u9QRZvKcBybTiRaZ2PkWzJY5PRM4u7SjSlVamnMvIkO9QyyrRTGkbyXrVm6KK3F7fURs8WTaWnKSNWaU6kTOmrcuZ187zNHPk0/z6WoGIEiW02N6WK0ZM01ubUoAocdLDAHzbS3NIxKWycB1GNTkr1E0fzeHxUeOmtVVyYgShiU6LlpBVTfcw1Vkl+pZraj+lJ0ZC5gun8NS23MAXuJ9v3MIWVVBn35XkEk7CLStScvSBzjUQqEQiH3X7V7vVZ3V6bx2v3Kk7F7+QSOZfit3kVq8drdSt4A97mo4hVJJbjv3m+m167pITDYTHxweWT4yrSXV3uMdEHiAIVcJ+myMspoYntpyeVRnLLhTzAs6b4Ic2M4jE1HA4EQ6EI1QliV7HPClV8Kxy9pHCieLpJEb3T7a7LOwfX9dWtLo/DQ6WOvoCKE1j8fYUzhjtKrKDAinjC5Q8SyaRidgXMn1bbkI4RJxl/YjfhEJ4Y4dIAZ8waelnNnBIDvGR0i0Uxy0kVyqQtkIGpx0711fMyzYDM6xfk08q5QNRTxWMAayeeC6erc47kkoF5uuq0yLYM/Jd5peAlPi680dBQV+ShVVWdlo+88YM3yoWXT/7iSTF/nDhp0sEjR2vYQ+qxx5/oWpzcem6b9ltCqXtGjjwf2IYm2aG7ekzrNGGiLamYMKArqSqBylZ8teZ87Of+I0dpGnLDbQYUPfvv84f9gfItO1ruPerKiZx52CaxAy9f/ZZmPv7gZU9ddLaUNvO7pEswbty4Fn4gO0aYNrsczpjf3Jd347JWPm78hFK8h/IQpsWGbjmgBmL5CTO/So/e7Rh0Z6xNS/KhVENrK3FS8lOY0wrjpQGoRr2POcZSOMMzs/ttkj3kyCfVHQsWatTKf+U3aCVF+vI9eXbn3XktNdEUz6RfspRHnCvTDcgs0OGna9K5ajsUDnn9PpdChVpUUspB4GZ991qKoDUcjmTjy5odZXUSYbp9itLclCbMEK3rhbnSp1gjuVaT/mS7OQCaXQuRvCZOpUHLeQuOteouPyRFTkKhfq58SYhWZFYVudwPGsZEwu5AAPRo8yhohJc+vyegekmpIOQNqPhfgkw3QabD6wN8un0k3pgsaA9a3kMTYuH1ca/kBEo5mKikJjqiUKSF63Fz5tRrs4BAgqKapuWAC3CAeZvE94LhkBoKBsPBUIQWow1/ecHLGFdvgeLIF9XrwZQ573hRZ3fZWK4NV81PyBptKuj3nXvecCOxtioBbojEK5KtXGMlOSeShQJINB46zXHJ61V8vkQi2cL+WyBSqjSj9X1NL0s0foHQmLOgiRxoWzOXAhmYxpdm+aiW4d7LrBuSrg8/4Cw6PB6MXJ2o8tAyMEli3fkSK4H3vuLeEgOYvf6TImlvvDG/+EN77LHHOg1+eZsoWOL19DPPmPOB73+A4oR3/O2OeT+a16ENvvn9N3vcTMvQXyz78nxg2+naetnhwyXgpTQw6uRu2uL1m2+/U8s+raXUv2e13fv2dyXRof5ZaDT9x8/de8X9HUK1qZcT8OdqikrostZCmjxGgHTsb6ZcdLaU9ugPSbb0oYceEpRBx2Kx2WrbVrOUp6yG66F2Vu7pSnKvFQ/+5Om2ti8q8avXrS/kdN/BhpPpcJGMJzrqXLxsS+lXT1/M9uM2ZxDJXJs6w0RMt68tFJ/MiFKai4yMKnJGlI5Gw0x7KySckvV6gcNUSkZSbbN5NeXSepX5opeSlxjPJUzWVKEm9mpt6ElqzMYaRBJ4DARVO8fQMBSCA+IavurxVcL1dtZnRQcyzP7jQt1xzkjEKNjUlBHDDEdC2L1k0UmVOmEmea24UMRMG5VaUqJ6JCEyWY0VzizX8JfVjDVNt5syMGUcxz6LMztIwKgiJ2nQeByw4WCwBEOylmyEkyTILyCBw2QfVfyL/8XvWbwrjI8ALy0uLz4YicUujK6mkCHI2cvONWJgFA5rbBNQ/cUrFOFmoPzhRB681CEzbkQ1U80XU2lf4nsRjkiDDT0sBIA7G4+flHWTnqQi0EcKQk5PfsKsA8h4fSz5FedyoXY8FPKeOkk4pLTMkIrvI/s2yoPVIpmY0cgyQTgclBCfJDPQNId14MW5le0OKASe0rNAsT940oGnoF9/wdh44QxMvRYvlkzFQYPlvWQZTpHcU2FPvT6f1emq61T0UjIwbQ7n0WPHZBwf9M9vloKXA/6N3J979+6tqv4iD2rPHiobufXGWxd+Z2FZ8HLMVZprz9vvvGPOBz5VW3+yumbs2HsNaClygwu+u0BsyqdOe/B84KW0kVx2/WXFxBIJU9rz3YfKMT7+xBOna+tKrH83t4PHjvfqdWtZgoqAUgoLjxqVhZcgMXDsa/PfGM66rHTmL58x87tzLzpbSpt22UyZvHD/34KJNmbWDTZHW1FH3IEjR458b+EHVod71osv4bOjrpxYYPtSA/XAtGm1+XrRThOm3eUhQ8ZMwjQFJPP0cpLBmGvG3WRaOdXyhZJawCSZt5LIFJ/MilK2ZEUmdQLsUEafPvtOJXUNN9nDVqO2yNTa1FAyEabQo7G2LsJEaQlQ06GJrAq1JDtfGHqSzWntJqOyKcECKei3KUEr4Ld5vA7FF+YrIimFZrFNI+5qSBWZr1ErS/NFSAQ0IvUsTJgxqXkxCBOjmRqkCgWQBkCi+Bhmc0taw7kQYco7m3HGE2l0Oc/EQsfOyW8+0rFx+9k5RarIgxjEGTEjsagQI+BQWJGDlhQXC5NsVyEPaCPm6QsGQZhWtxIMcxHK+XfDkVmDlj0bDnEuZRN5RHrc+E00Gm6rdinrTpbSFVJFaFtt8oJdr3abEGZYhIP8JB2Jf4nrTCvUHq+H1BI4scTuctdmrpJzdQ/JYJINRCJRYlaDIDoeZ6rxoUTQMB578evEM2VAJtcAhsVfS6LoGA5SVIvk5+L3DE9P8jEnwgxIfBW3ZaItV8q2MzDlT4X9fUo4asndTWnJFWxW6/P7wfON9jZHt/YIkzIwXW73M88+S8ULv5xcYgDzlj+TYcqiRZ8Wf1wTJlDS5iO/fqR0tnz1h68OuoZ2oGfPnl+uWMHRS4qGnayunvrAtIqKinHjx0ulT/GEOf8H82Wb/QcM2LB1e8ZdXd+4aeu2yn0H6lkxhk2urdXFObPktqefJdya131EWQgT7YOKseJpfveIEZu2bS9LJJPNC2wLP/yoK6ugz/7mwlJQre+1ZFP+9rvvmr+iptH6Fls3yqv39bdfOtFLaVN+RiH3J598krJ0WlrwKJInC2Z5Fopk1rBYKEkJESrjdFnrrTbjcMQZqjAtv/yN93vcRIX5m7dtL/F6ZRCmG9P7YIztLQxQ5GXNfF4S7BqWP6OS8cn4iDHjTtcUaLXebcQnOxulbHdE0OS4E9kOvwZnMtwmaTE6J+MxTdRtEKZeeJ5d/25edjTLH2F0EBtohkZZQ09otmsAIR4oXVzIkWCNHROOamFY0evjYEI0q2Jdrg7Z8bCskDEGkW5PDmEGQJgcw+RKomJH3lYWiZJvL0A1rbqeQJq0uWX5B5WxCdPiNqbVUsZLs3MKeMDlJecpjz/g4VVvh9fnoKTKADg7wloKTe1Vixv5DIBMly+Aj4NRoxfEfRIXXcqZWT0+KS7zopwPmJFgdeEtSIyL7pxErHi8NJ6Ii5KTyVroUX9AFdUpSuaJRVvIK5yuKQBb/OWBfJFoxOPzWxyuLN1gxkunFzdDLNqWc3dHbzOu4yM1S9xUAK04+/7ghYcR1wgPmtSJu3jhXur98ZBiD7kgS+EHJ90LaRQdpWIf0vWli5tf5aytDEzp5UjHifuTvP4+pTSzu6hAJj1QPh87+HQyZUsyMHfvZvGZLt2G/M93S8HLO75Pmn7Dhg0r/qDWrPmK4O26/mWJXt71V/IHHDlyZOWePfWyOtxo2165d8Q9GWaFxuupnz9VeINzfjxHqnuG3z1ix9592WevvlFczseOHfvmW2/v3rPH5nI12B2d0wv6kMXY7+82oFyEiba+YsqobiQU369fP/KaLC2SqblyO13z33xDTuDI343vNKeN+zVlMgwZOjQruwOsftdddB3v+d24vKo+F71JpU/v3r3jccmSIqsIp9vdaLWhn8MDVQ+wrG+orq09U1OzYtWq6Y88Yr7rBv55aLtfce8V5Iv06ONPlI0wrTaHhy0kuFozlZNOmdW7trVkrBcIZIQ79LWVuL68m9Tz8doWL+pglLLwWNCsab8nNIGjzINq1ep9SFpclgXzVm1LrXFuwDa3uieXMDXHHF3TI9P3JyaEKdwry6C+QMDNypWhaDTX3NxYqhM61cveE0aSJ5d8shdPKqPWuwBhxpOxztWq49sLLDVq8ZY8hJk4H4SZHvdDQfb+U9jT2XBOUVxuFxGm4iO2VHxSy+Nig/a4mD115Azg9Po4/ukNqMEIOd2X/YgybmMuIRevT15dBXAmQ2GqlBf3z3Z3Pr3KmS/3si3CbNLr6TTG0MQPL5y/JL5UDYY8PGUw9D+bdTcc3M9UL5OgqXE0HnV6lXqro7ohgzDrrHZ8Mkiak/Fy1f4byZMcyfQGyX8Hl6BV1sEJMil66dar3el0YV6gqgE/83BWvb88KaKOJbdi4SuYG6Vs0T2tDDerct5+Z5uNnCIDMsORsMfny+X5omjBlIE5/ZHpGM76XP5ASQHMf/qk4jqCmXXr1hZ/XIMHDy6G9IppT/2CBHP69+/f0GgRvKxutC5ftfrWW2lJd9A1g1774WsDrx3Y5/o+vW7S1LMrbq4osMFZP51164302QmTJh05eTrr7AEvZ89+GX/t1TVt/Ac0mvXii0u/XHH8dJU4WYvhTq3F1m5sc9vOXdqKcLcBH1fcW0bOHN6N8vpWrFrdifvE3PBQHzp64u4RI2Q/R105sZQYphhH4tVgd2qeRBxlXbx8edd8eZ6XVOt/NYW1t27dJpWe6CHnzJ0D5uzZs6eYY+a+7vrjPSOvnDDpFw8X408061vvyKd2VO4tSw4t7kCby+NT1Tj3wFJRkouXeXIvMyt38vsqnjUpdbMg+YUReDHkHGVJN5WjTpP+ayYCgX+a8ykdiVt6hwqUDLyUyFhrujAq2SSnqylpnG3hxnA0Qgik+ILk49nmSpm8X1thp6BGnJX0YhKGlRhpVrgmL2GSBo9BmB25LgLDhZ3KdcIE7sazCLPs94BkhwJ5ZcRX2YWclT8pPQAju8vlcjqdbDWtKmrQFwz6Q0FyYEnEi89BNTfxcPGpBJlAzWRH9PA72lgZgPJm/axHxHdRM8W6NbfEYKpdhSJTpUacTWeKIUztSp2VXMFUkGq6g5JLk/E0nc/YJrAQswWu4gFMhnD3Ai+jsWgA15HccPwSskPPE4lFbC43RqIz9RmDKYZanxqMkb5WorkcMcz0LZeOZILz/elaHswT/T60OPmka1qd+F9SyspX7y/rDpp/a1tPfWatDYVAMzMwNbzM5+9T0mHqWUaGU6SscGGeAoDGue1ERYCegenYunUrBrLuN/a86398VAph9rnsQWznvvsmF39cn3xCxtNDrx5algCmiFV+/PEnNgetVwJXFix8X4bp0VeNznrzu995FwA57bfT2traMz/TzKOnP/po1qk7VVu/ZNnymTOelDcsq5i4qGLcY90H9el6i5ko7rnnnpdmz1711Vdn6uowuBfI0zOodQo7emvf221guQhzTnfKZnz88SfyZkcX3wCoazdu6squNI//4KUSIe2Bn9IJfHnOHLQ58+ZxLjFdtcn33YffG6aKl2aTVMkXXngBQ4DD4XjwwQezeLJbl27db67ocdMtQGW8+flvv9XRr5BC+2eee74sObToIurxYCg+9q02Yol5+pmM3Es9f9K8sJ5Vda59iu3YZG1FhoPzNBhlfa+htSJOi1nqNMZCf1aELZEyiWrqtNzamj+GWbjpNbmZcV12n5GQplm/SMYINRSinEDOwCxGbdJcJcS8RxmbIgIv0cVWXYczhzAjhlqR+Ll3SFDIvGqWV7NIryLPSMJMxzDLSpgy1gMvVc2Dz88G9/TC7pGLNHtMKz4lGAqJST2pW/NSY6ejPbyymVDDEafid/kCuLPP09QJ28Q1FYUi0bfB2cepx0G53S5cxMK5Cqb7JCXBfM1LOue65M/A1NfHE8kE4Nzr94u1gRFna03X0IlOFJW8cVdQapyzVYxTo2GP1+P2uIOhIOf90mEE2BlcHKl4YtsEZvYHVQCPMWJWc/plndVud3vUEPY5IQHY8t54pkgm5WSy/NFZiWTiEROXSVnJohRgyiDNE21uNQlWtLWHfAVFwiGRyqHQ9IyvfApF5jsnyQpguh8u3T+YCzu4qKpTNT5aBuaUKVMoZPTjR0rByyH/94Ju7HJSuWc3m7KljNCH5LcbGfLGgkswGBAXmBcve7F0vBz3B8quHDBggMNJNRe1FvuBY8dl+1OvnNqJDfa9vi+N78+/kMuBEyZONEDixUyB9CUVE2Z1HzauW98eXbuZeWPkyFEvzX75y5WrpCCrQFRq98FDr71JevU9unY/1OPhshDm1h5aZf3JquoSCfP9j2hScE8Ji+NGk4rsNJCPHLl+06ZGh3PVmrVdudr6hW+/fdFJsq32zH+8Jru9ZMmSfv2ocv/26/o+8f2XZ39z4Svf+GDOv3xU+lc8++/z5SsOHjtROmFyAq3d4VHiifxOzZrmZFbuZRZhZmdgZn+KDNE08mkzy6g8XeJZMTdPZWVUajFYjls2taTEdDsHLznqqEGmloGW/lRbhNmU02QNnYSs84m9GEY5pt/LurNfVa1uj82rhClnrNjSGyM0Kq7B4ummqVzqHJtFmFQKGiSbO/wg7jxNIoVUHGSaM/8TOaty5iryNrilfDoqpuilkq/ygo0FFZEGzZC90jWvShl5cZlIP9Oj+IOh86GNqTFMLEpZiGmFIhI7xdVEk2Ku4jIwNYcXEWCkqFTbkGnOwJR9QOfgB8AHAlyKouVvtOr+R3EWtw+oAafH48Ldq+cnlHLs2NVQOOjza7bgskHc1eFIWOTl9c6EDBewY1anC0hpMAzgB79xY8bBhjt4c+o8LKBk5WT6yY0UkEmPB25CEVPifFEfDoESaPPNBQzCLKCxwAxpqFxm95/m61tGwpRLT6WaJlMzqroKhzHXoABmpyo4JANz9erVGMIqrutTYoHPbb+c1JUcAGfgAQxFItg39GtqKIhpCM+JAh6fz4PbJaAa+lSvv05j9JirxpQlgClAiJfoxtRa7U9wjDE3ellME5fJiZMn5563N9gme3C3W+d1H7G+YkpbUAc4XFoxYXb34RO63SHlNvL6ZNFn7c8IGizjxlP103sVY8oVxpzE+kULP/iwxDjY87NexHYm/2J6rrN2R9tDP3m6KzuV3/fzR/r/dZCcnzlz58q8AK8R/znuopNkgTbyd+ONyzr0jyNf+uZ7Zf+Ku38/FhufPWfu+SZMU51LZu6lmTAzMzAFybI+JSUGupj5+aq9NfZWdslEvPrvm9Mpl1mrt/hfLuExHaDulVmIMHNq4c3U3aTnG2StuWd242mPFXSJFo0wYx0dDXWnyGg4Qp5uGG+wu4ZOKYYGUe/BYWAEFBCVGCbndDWLB3cH3Oc1Geo8FeXaqp8pgCnqN8nMypFOj3qmlF3WJuLxXeHxnasqWrkKhuJ+gmHinHI+7rRYMu4hFU3FzW6U0XhMFjqT6funJDdzUZSVdVjAHc742bNnY7GY+MuAW5LFZGCmr1RMcFTyQ3L53xxnNmVgNrGtIck0Bdkv0GBpYzvRRJSMwv2+Roej0eFU/P4IJ0wWUqblCru24nWs4Eq+ikBr3KVxU5YjVZR7wfRUuSNBqmA4ZHO5jXXAM4yX+I3XR6JAwkWYvpW9wtp0epvwFS63Gw0/4HEGW/7973/Hv3gGTXr4hVbAC/tE4GTqCkV5ZjFGJlLZVdZFNUJU1MQjjOx7/AGry9MJdzlzBuZoLlS54/szSsHLgf9bi+ecOHkCD6Bb8ZHTrsfr8HgcbjfuAYuD6l8sDqcDt4MaxA2zceMG+cirP3y1dLyc8UuqMBo0aJDD5aprpBre5atWETl3qZj/g/kd3doLl78g+7Zl564MvmqwiJhh144773xZMfHl7prwziefLmLx0kJpme++t5BArlu/chEmYBUbHD9+QufghNQpraROaY7flpemxv/6AWPLQ64acWnW+JjbtMtmDvvDqIqbK7DnZdngLTf2fPkb72d9Bc5Gz169jpcWfK7Sq7Tsbg/Gx7y5l/krxw2yMruWm1WAchx8DNUd0VEsY0VPVl+dhzDzKecY4Zq09F+WGievlctQ2CT15uJrmaHeqalSG8ZGxlHrwGkit0ynb3100DxWovGoPxQUwowW52eXO8qI9CgvDBlinTGpMpDKViZMzbcO6CUuJK2mGq6mYgiQ1/qbOTSd17cuAy/Lp4Qp17GJ9S0F3vDtpADj82keN3wiwhHyrSYpQp+CAzdUm8p+s+F04anxh0J2dvxx+XwAQQxk/mAoEAoBxuKiZt/ZQ+b6cb/UkrBQPBV7AKQ9Ho++Rtz++rgo+ZuvVGHClEQRI+OFDBk5NCRu702ZWqy4oNhOLBkDZKrhoMPrsTidTHd+vL8taqKS/0S8raiv3MnsAukWbXngpZbN6PNhKHdw2Y+f8zyUgB9fWmezG3iJ3szqcPkCAdwGekldXLIfz4fUv8wQxbvH4XTiuuBLcaXYu5zU4KUKntMb2ly74c6wkEaW9J9tMer5IExDeUA6EN2LPBaORuwepdbqONPQ6QxM59KlS2k19uoBJQYwb72SXKrnzHklFAljCKuzcm2L1UbNQq2mkTR88Evck+TilEreyT6AvW7sVRaRov7XkejN51980WCzAS9rG23DhpF85cNXPNzprc17fX7Weau32u/jFMGZ3Yd0DvPmdtdqZD7+dFGDrVD27JHjJ+SdJVr85C6Ub6/c0wkyabA79+zfP3DgQPO6dtmZbcb3Xhn+h9H496LTY0daGRbEn/rOq+I/1ee6fsYvRSwUr/lvvV0iXhqX0uJ04SHN1RrKE73MiPKZXMtbM3I1m7LrgMSSJsXm3ZRyX15VIn2fW7RwXOYquYRx8mRdat4lRsvwNG/R18fxHg6+NenpUib1Tv3Y5fDNUK3JbOqEaUhu5hAm5VBFopFgJKwEVZvX68TonOxwzE22I/U+XMFEMpsyRkQikYAacGO8Jr1xWkTGZcCogfHaTxUKMWOv5KCKCoux7Hr+rDCdMLNClyVGkGT3ovF4KBpFC7PFXjAcwnFpK8ituvY1qw4CQMKhYJSHxbLrt5juK1IucvsDmBc4FMXp87l9ZKVtyBuGAF+csdCJWx17jqPDiyR62NIalw/EgskCJgjFVA1nZMymtAVWipm3sUqekACm6R7AZfarADkVh5l7bwhhymcj8YhPDTg8HgwKVqc7EArmZlDQ/lDddwxzG5ycWE5JWisrmrIyeQD3p1Q24cDll7jQLsZLj8+PM4wb2uZy1dt1TxmKeNjqbU6nhz139MqUrByest8DLbo7JBEmZcbGeYn8nEaYZLmUdpLqaDOuoGQ45D0KokHOwW5qLjVO26obmUnUVKSMNcJk/69QNGJxec402qo6pbKOoQZXcOhQEuXu/x/PloKXA75Ny6Y9evSw2ayYUACc2vpeqmZ1u/1BVWqLjFff6/s+/9PnO42Xj/2KxAlHjhxptdtrGoFD1rmvUkx18DWDO7G1Kb+jrNTRY8dmj851DW+zSOOgbrceKCE9co4eyfzok0+BrG2FMXGNHp4+Xd45vNttT3Uf8nHFvaXQ5vTuBIdPznyqeLnOMw2NeKKXrlj50MMPr1i1+sGHqJjllht7Dv7T3RN+Ne3SjzH+Y7VJv3hYLvfgPw0fdeXEnixigNfTzz1fFrzUZkk2hxIIRClXPC1/16YwUbZCkbH0ll8n0/AGEtIzxwbL61itx7jS7Gf8noXNc1bGZTUwU40z7cImJeQtKcEkiUMaDux53p9Zb56lyGSQalaQQTIwSQ88oLr8fiCKLxjsRG2ybEfqPvRhQhspQF+cvUavaCSKXRQXRbaDMRShm1rz5a+2MerpWWGpPDET485hn+uEZLSWGFqRfYuwCqXF7bV6FGpuxeb2OF0u8bjR/ft8fApJ1FoqzLiy/ryskBoXHQ9OEBgfIrsffDdVrJPqlN/m9to1zcx4JzQzhTBBKFJCIquxWgYm5oPFaWBKEM+ovmltQ6e0LQ3MeCIOkHO4veDMaCzjKLJioRTJjFOmRyNrgNh5TDffyUKPaiiEDdo9XodXwZsjJlUuI++UbXrEeVyrxRYvb7Y6DYEe8bz4AqrTK+XMFgxJuvM44Nbj9QWwWQMvc1XUytiEAPEQAftxYQQvsc/nzp0FZPKMgKSLSiDMJr1+vM0Hs4VNFjjRtNQUFJmJJ3XtI8FLWR8Xm9FAMNjocHYCL9GWr1zVp2/f3r170wLcVXeVGMDsedUQbOf99xeGMM30egtUK+NPLsUbjITuvZdcdX5x+bi//Lm/wZkDrx3YOVNyycBctmxZo5XErrfv1hayZ/10Vkc39dJlL8ln12zYlIWX27bv1Na4S9YRekWHzA8++rit6vIz9Y2fL1k6+b4pRlKivO7udtvM7kM+qhjbIdo0Yqf7Dx3CxLNI5QE80Zg23j91qvHtwJ6X/vXdiw5j/13bkKtGmK/1yJGjXn/zrTLiZRXXalkcLo/PH9GrmIsiTL0DF9wqgJfGCpE5NmikcZYrwpCO2OQoEuclzAxtopxsybRSB9cEGeU/LeaPnM0Iv2QQZkt6sy2SM0/Cm2kkS2dgxmMYdh0Ydr0+DKLhWB4lzHaHBqk4yM3UMv6kBlWQmBpQAZn8zc0hdrUzanLlihdGQWOf0751bafSiZl7U8kO11r0MhHzhYI2j9Lo8tgIL711didgBoOL7nGTEisflXW5RblRX14ss4pLzrjMGWuJRDQWi8SiUnGgqEEyOncrLiUgwuzm1edimkaYWvbsWZxwXCy3y+klwgwB4VsLeSqZqrFMubItbTwLuRmYWj5kIg5GdnkUEF3Y5OWdNxaKxyQYDoFAMEY02EiI0lCowClKJBOhSBh4aXW6LU6Xxem2e8goPMb43ap7ykvVTEBV8fVaLTa7e+M8kLhWglxoSb08EMD8wnDwOdNorbU5LS6vG38IhrFNvf9JyorJ+ZhfnNVcSikLhXJlTfuMhh9wSKLbifd0opfTcmiTeXJRch8Qwy+sE/e5XM1mzTAobo5eCl6ykiqJzbq9CqYPHR1fzpD/dZ3oQ8prwLdfLAUv+32P8sQGDx5ED0VQdbizvZxMATELbkifGli6jJbmr73m9v/nf85C++6/Tb/u2ttkZ7p17TbizyM6xITTr6BAH5DV7nTWWchCZQoT0YTfT+gErIp3z6zZL2ePy/WNkzj/8PHug8uyZj27+3A55Pfe/7Bd3vtqw8Z5r8+fOHlyjx49zAQynGnzw4qxO9ugzcM9pm/rMfXhbtrS9ty5c/Gg29u+Rllt5959m7dv70pl3d37/ZU2MvXyGRcdw/4bt5e++Z6ELidPnly5Z4/MmMpLmJpmvsPl9QfQoTAgNbUVk8zLkLke5Zl4mT/MJVPvAu9stwfWxSG1HTDSrprzECbFbcQjO0tfXfKgWrUqeK0WviWzYoUhM5EJmXmGg7R8E2tdammccnLEKSmtUMQZmJQ8GVfDYaub4nLBSJhdbzp2EsQrnCRZktlr1nSKqCA0IdmYHo/H7yMvRex8E688KiyrmKA8sSYzP+f9LoPZEm1nhZm+lx2ISnO4lkBZNBF3BwJ2xefh2mDMg4BwDpcbjV2qkyxCrnvc6KO5dpu1kS9axib3oSRFaIpeuBV1Y0qn4gdquvx4tEK4i4qknVb2+jQIE9sns3UXsMyuuJyYHSTaJvzMKxU3NBjlhLAMfvsZmMIt+DjlYVLoMATgaM6MN2bFQrMI0+VVIlzxzXOcOKjR4fHaXG6r00X/ujwNDreVSjBC0VhcrF3JeFFT/tGcx0Vvir281SjJxZN8gSjHmqMi4k2mBILBMDnLJ3QrBE1F7bwpduLcBigTOMMtXeWXeJGHQkHa+aAqs56O3flav5EsPD/S14+S7b6zrWZkg2expTSpkwJhOilU2EkX8lGjRhmIcut/3lNiALPiWvK7WbVqJXkfqKotxy00Pa7hxvB41VBw4EDKwPzJD6YIYUq77EeTb7ihp+wVeKZ4PrztBqLTL1d8WY/huNEitji9b+y94LsLOoqXD/yWKk2GDhueu/9vvkXyQf279tzT48GyECbayzpkvvPewuKv4Or1G+a+9vrESZOzZL1Bm092H/JK97vx7/3dBozsdjv2truumAQ0XbZ8eYBfhePM5oYP3nEHXV/RJnryu3MuOoP9t28P//hZuWR79+6VrI/yEqYOmaSN6fR4WW8kIdGntghTzBONbjy/R3k+EjN6RQMAjJTyVKrNXKO2euCUyShHGsap5pzkLtk9KfLl3EsqadECmHotZ4seXzVq4TW7H3301ISM2rA9ajUHZkWtiL8r1WxUBqXMRyfrX+jQsdOgJhCm3atEQXodjLewiktSFP/yaBxxVY5EHTHYkTIkKz9z0JK9kjnGEgb8JGJp2fy8kUmTu0eqqZ2VR764RJgGgXRCa12qaWKJOFfTkMmjGo5IWmOCndYBzHFDwydGrnxcYZ0w70az7td8Abwdc+9P7LwSDDkIMqnkXGWZ93YVI43sPg9dL6rPwgs/OB12n9sV9CmRcAjjPmYVTTwBwjSoNTvjkXRm4iz7qfN2xzIwSdEUW6eNkF5NptpYc95YKK51KBLGcA+8tLkwXfVFYhG5Yaji200lOfU2eyMnalqc7lqbs97udil+NRiSZD86Xp9PJKdIvRxcqijAbFL7ES/1ZCyWiAZCQavLLR55on6JbYJgI0DVhEkR4nwSZqvZawlztGRCQoF4oN1umhckOR2Fo7KqQGaq6OwXo3MzstYL9Akm5WGeI3QqUqo5isbTeCnVPfhfyWjFnI7Wxzs1uIAwzVhy57++XApe9v0JZY6NHz/+rO4FgLkMRq5c9aQai9XidHkDgfcWvoeP/PlPA8x4abRf/3LUzTdr4NTzpp4P/eahAkD43nfeG/mnkRSunDBBoj2YTz35FNn6TL9ieicCmAKry1euzjxj6frx9yvGlgsv0b6o0LRuPluytDPZDnUNq9atn/Pqa+MnTmzLRAav22+/fdToMXv37WeFsyA7RCj1xUW/X5n7qmyk1w23XnT0+v9PG3nlBJzziRMnehQvOnA8s2Xx9MltuA3Qy4c0Le5kMYTZVmCz3Y49vcJIDCAu24k0mubrVDPdhTSzb0MKiWQPczxHWtKV4LoTemvauTJdoIR/pWxcgre6ZqY0KTYvEJ7NyivIiJemjIxEkx8xZ06yvlzEpxJBuf2BOFChg8t5omkTI628NsIXOmVhvOAS8nQNBUbEaCTKv6Gy60QypiWa5oxoZnePZBGlK605nj4d9YuUb4wn4xggwJYun98fDIEfROczDvpi/SUMq6xjQxHagBrAsJjlyifn58IT5lkjUzGVxDiN8+uiRAhwJmUJFo4AS0xJqrFEpwj3Og7W7XbhGhJYUkiebp+oGoh4PDGfr9mkXNSqKxTFE+nynHYzMJtMa6x6tJPfyaT6/7H3HuBxVdfa8PP8//f93/1u7s1NvSk3hRTCDSGhhUDoxZJsjAsGF0yzscGAAdNsA4ZgG4MBYwgOoVdjusG9F8lVLshdVp1+ppzpXZKd3Od/11rnnDnTpJFGsm5uMtkxI2nOmVP22fvda73rfcXzWlcbSxeLhYZjEQBLl9fjDahBdr2PcyGb168KZxKt0WIDHmi2ORusjia7y0mmOCTpg+ZTfXgiJPoHoMP0S68Xv4yGxUs9mogGw0HFS4hCiGSifulwu8Mk7mpyhdCf0z4KYDK8jAaZaoJ/2UOKdAxwvHaHgzmZCc49Y6UQwb1jj/KS2JjmUVFjYHY1Jhjuad31EcjiXnJ8mO51LCoIk/Ry6feAlxHFq/YgP24gzBaL5eVXKCI3+KybyoGXY//PGxWXEUVwy5Ya40nBbOVQCijAYzlD0p2W1spKUob8wXenFkSY0s484/orrtCCb8MuHjb75Nn5aPD5k54XBx8gqGXLlrVoHpGWG2+iwOAzP32mu/By/knzCXKPGp3jRYVZWIiIveiwg7Z94INjKsi58qmnnzlqsfesYstohxqbl65YBbQ5Z+7Tf3r5lfc++HDpytXV23fUHa7HM+5QSMVN1ikU3CgZYeK5NpDqnH9/qd+h199Je+5rbw+7kELHr772mlNRmjBWt/QJwsQjg57gcHtC0TDBqk5T5MXgZelxgw6TZngioeVopCa6GM5pMwxKeM0u3osCPNrb0+bokJZp0hW22038SU2ih+FlRiQzp2VrsOfgbVE0MkBmDsIsNIMnjaCuwWYMhcNefwCoAw1PY7KbDtcazTIW7dzbRVCWCAOyDoyb5zutrhzwzEtm3p5IJJRMxY3jNGvCt3fqKlL4wNq0C6sjzG66n7NXSyAcdngoumvUy9A9FdVxjneJfQ+gCM6II7H59cvpRDKr2qVniKKchksBVCnMTDTynWdhyWSRULDcL5wOVcSHw7hNeDzcQJhuBY/GMb2cPx6NhFVfwG4POZ1xhtZGaiCVxw0wEGaBkje5O6YjkcRrRtGIgYekUOVKFoyFJhgBBsJBfyiA0QPvZUPgQwBOC4miU9TxaIu12eposbuabK5Wh+LkYLTD6cTZhbS6s3atusfj8fl92CHtioqJ4tit2+ezOp2avnqLpVGqigKBJDm2GwoYGku8j6rIMYDgWQgE/T49A87HnMKPTpcT50J5AcoE4dvbgdBwgqSWGYuUMjAaOWtD263r49HikKV+3jgLFr1M8MI8YeBMI1fOeQ3c17jb528tw4W8yWK12GxiQTLy3+eWgzCHnUK6PY888oj53HHYKrEx3aT3yJFMkVK0Motm3jxy8T7z9Os7gZfS/u2f55x7TqYIaOSFI//444xs5qxfzBp0OYHbW2+9dfuOHdi9zMJ7DxySzy/44YLuIsypp5EJ4MMzHjVfscbm1vnzn8fvhw8YWDPw/l5EmFMrCB7ffscdew4cGnMdlUqVgzA1vUqLtcFUJy6/bLU7PGxDJoK03UKY0u5igaapP5nV79Dr76c9/CNNkbVmyxabw9lEC6g+i2Ta7G4MnpFwFOjF0P0opelO3J2PbDl6mJSBpahLXHI0+JfEN1igQ6+BbReqW1pfcRvwstiIrWfhUwURr/bXbG3wfFio6WRK/XubPnOZI5m6qnaOt2YnCNPMZgxFI1zj41XDoWg3fWE6dON1iXV0MrNIvCUWo4gE3nj4RSYjbPFDTnw8m5PzdZhApkbI1H0ttVxzcVeRIsdG3LBkHuu1xFMDtvcGgw42agckiyU0eCn5XwoWqT5/MCD32EvekG6e6HNvNFfappJFtJVOTBO8TUaTkYjbH7C5vVQB5POroTDuXD63ARcZ8BLQRTDzsWPHchAm7ZOoAYl4OBhwOVWHI+j1coF5ylBHzKt3k2qOXJApXgNpk/unucYt04eT6GQx/dlMFHJcjQs+ARqMxKNRdDSOOsqGQSBDVbU6KbXNkpWKXfGiORSPixCmAgymBvxszN0uephUhO1RggwvsSvAywjLHIl9D81oXD/eqisjaTrwx3SP1z6rItei64koFmUermZq55xKlNQvPUCYbGrp93OlfDtxUVLye9zQzp9TrcdmFABKoi6b+UKlI0yT13lMY8iYgpncJZLiBxqORmwud0PJajPZ8QrNhfzd997FzDXonLHlwMsx/7pAZsBDhw7mXLEkc4CNSCZATovdqfh8dfv3ySb//o1Hu0SY0r737YcvuGCYgTNvPO/GN7/3pkBBBrczmigIY2tkeFnPmPD+B0hRZ/zvxncXYd58LtV3v/HOu8YVA7yc+6Q20b9WNbEX4eWLleOxz6qqqldff8MoFS8HXuJZbrE7bE6X1eE0Vh9y5Z1uKnyTMjH8i56PR6C5O+7kzzLGHnXu2LG/HXf3KdMf//7z/Q7A/h7arafdI2so1e8nkNl3kcxWC0CmTVE8qj+k6y2XCC85zVq0WsTMe+zQC22MyKSEmwTMmD2AzJULQi1r71TpKMOTl5hqHrzUptp0UY/mhKET3p7O1L9n003NlaqibsQgk1onVboaAzNOnLFgJEJ4w+MNAf51U527dOwkCFNyXriqVE/h8UjNtaB3LSPJIBMXnxFmShCmFhOjDaMinln6/NWm8w265eYj5xWORR0+1cYiNeb6emEXAAmT3mQk3M7xPao1NqGv3HtdGg7v64YblEglg5EosCVuusOjKr6AGqRkJI7MHM8kz8RQEDeI/S4Tx48XQJjCsE3FY2FVDXg8QdUXCQWTjDHYej2SSudWFRn5AjPITGgrNVMAs6AHFh6TZFwLbfEzWMQVq3CVOsc2Q26fSjYrNsxKbofidbp9mImcLsKYuJvYtdm7x0NJc28kFhaYGiGpnJDTVMtMc5mDpLRj2erusiDKOEH0dhW5tsYBBvZidNS8luLxeIDdl7DWCYWD6J+EM/UVEH4LhImHi819EsVwY3ZtWqlYkR/PZHfXUB26W73EunWzCcNLIimO5BR7V1XMBT2cR0QD0+XqFQ3Mq35NBjHz5j1b8HS0SKbb3epwopu5vF50uRkzZmCT004dXyK8zCoCujhTBCRvXnjhjy1WWxOvksx4e+uu3UOGEJ3yhvNuuPuMux8/5XFz8LNYm3T2JNnt5m07jkj0ssUya9Ys+WWvWDd+VHXHwqpJb1Xd9lrlRNmt+EIO4DKcDz7+FE+TZBYONTR1EyFQ1YbNpfC45LYAjbDQPX6JW4A+w6YTVCkWDAW9Pp/d5Wq0dCMGvnzN2rHcZ4zXvSfP6HcA9vfQRpxPge4FCxbgzlpstiZ9JVUWniQuE5HwDxw68sXSZQabRSo01UAwxmU4nQFLrf4li+WYMwIYKTyJB5oVyLPEjrIF2bgCKJGBl6VnaXV4mUMa1HJDhdKFhbQBs5hpuQVNpjhJJwjT8OOWyU4wEpZ2GL0B3wlseH1RmiW753Nkyv92FuswMunC25echXh241+uPqCJHZebQ5vuWDxqFhfSY2IxYLRSNBjN11lnurZ1S/VULL85gKm6VH8kW+sbV09OgTwBgZCPdYEwzVegcy5BXzeJIqYo7ZjA2l4NhoCObIoXHSAnnskxzCCnyIvGMKmxUABHE2NJWpRp4thBP6nNpzhrnH8MRhpd+r/OwMyKS2tsZ1lVcSxaKCLyDDJ7pFCtUHGEKb4/wUgYqBFDitWhWByK3eW2uxSakTwZJckUe/dgzvIH/YCXXN1DS04gcfFtMUYnQ8U3nc1U7NBtF4pxuctsWn7c5wsEAhihMl5LHjdRXSIhALZoLIvFoaqqS3F5mbGJe2Qo0Ob0UsnjSM1jiUQjY6vu8kDaTW7mVLTF71NpTSsjzX6sfjyDbk4997S2VBDmhx99RAHMc0eVAy9HfetZ7KSiokJRnEXPiCBxBDcGLRyNVNdUY5PLLqv6+r/M7i7ClPbLUyZic0E4H3z4odXuZHhZIJz7zsJFA7Jfgy4bNPb3YwuSM1/+wcu3nX2bnM6nXyzRZtsWy6OMh/F6r2z1S7SlVXflHNLVV19t/nHcuHF3Tr5LSKqjRo/es/9g6XcWF6HV4SL1WXRuNlZTPB67ogi8DAbJY5bGojAZb1mdzkZLt2PgXx4+MnX6Qzi2waxzdfup98/7+ttPffuVWd998dEfPDv9pCfu+/ljd50ybdKv7r3l9Dvm94bHzT8a2owfPCvd45VXXsHy3wCZ5SBMjNvvvv/+XXffjd0OGTKkeus2rRdZbFYnhTGjseIIM53rhpPvCGlEFPWm+zPqG2aUkUR2kqiVtL6WGVM452xaIbi0pCytXtqTzcyU3FB7VhFKYYSZl4Vvz1a8NE5fq9XNzpKL3njS5JmYw8DE6i4QCnsClAh2+wOJnqisGzUsXVAFJAIpcF1wO6UtKDPpjkRChnYfeRSy6iAnynWjH/ZMlwx757Oedn2Ek3Asd/bURVDZb4hQkdbyy9JJgSQYdPoIXuZzUwVh4vhpsi4NYZqvVd+VfpTeJHwUjcVFywgg0+72EcjU45miPci+iMTxO3Ysl4eZu0Pue7hBWEQE/H7cxYDPG4uE03k15jnPYzJdwAUgf8/tmqFVuk3r25nYZokI0xzJxHgCbGl1uGwOl93pcrhcEgkUJcmwqF96PeFoWEOnIoBpiqTVE/2SqnsiJKCUB9W6cvou58a1s2c6sTK8nijbr0vNu1BJ0WFlpIpGw4CUutJUO4VxuORc5GdpvaYVibdltKFIbA3DArnnpEtbyhXj3JbSzKNHBqO2aWZk+AEowe72NHYns2luBgPT5nBOnEgBtGv+Y2Y5CPPKsymi9eabb3b5ZNFai+VnJ7OY5Ck/v71n8FJLmv87gZwbbrjB7nC2WO3FtMrRdu6tA1x8/sUF9z3w4Ei2p9SCb7+514wt7zn9HgmKVg0cuHgplZBLxlDMdAYNqPyom+bjxZr46YwYMWL48OFDh2rin+Mqhn5RddesyrHG4V05eLC8GT9hwtba3SXdX06RW4A/PF6V3IcDlHMJBjyqSvAypMPLYACjGp7THvcitBcW/GnGY3+gy3V50dL120+9r9+B2f+kdj1rsJNhlh2PrxOLxB4jTGFTWF2KVMMZS5tD9UcbiMRLIplYk2AqN/txZwpezL7knehpFMRmOjo1mo4wNdiJYVaiVYQw+QBKnzVMmbK0OTbYka1y2SnCjGtUTz1LXiCGaapXzUGYMscZZpF6fjzDwIzEop5AwOVT3X5/IBxOdb/GpxQdHnMEMp3SoTuBxoifE5FejxtjAz7X0dGBGZPwCWkPBlM8x+F0EpwQpGBaMt5JCXkHp7ZJbDwSSWarPmp5ao7dkZRlJKKGQjh34GoAbH84HCcSXQb4xZMJXJZi3FSRiCEFGL9aSpY8cx00glkhTacT3gTj4WBiiTgumtcfANS06vFM/KgSk08VX/X8Sp8COzzG7kLA3rivLpfP4fArLtxjwJZiB9Begsb+MVMsOhORbs/wHzIG9CUgTD2SCZDpcyoUvWR4SaLrx/gmBQIBqu4x1C95q0gs4vP77SZ9dUxYAD9+cr8qEKc9pjO9e/2uydMUZv9KLMdEx4BEvwN+jMN2hwMHj9smJVpOIqOJWn6HrOnwZAXIVjKKFRyBIFM9o9arQwGVeBP09JV+PPmc21KajjCjLN9h+J4zvEwmsPi1uQgY9IB7Kc1wIV+2fDnNVudfUw68vOb7lDseOXJkqkh/znmy0JYvX4ZNLrxwSDnwEu3bXyN4M2bMGOCp5u5ckF11+5+cO1em1NEXjH7qZ08Z2JJg5/0PLF25WpuFm5rvf+AB/HLYgIGfV03uFXi5ZeAD+UhsVuX1xgfkN8MHaITMm26++cWX/lwSwmT+c4PVAYTpZP0HYYwTpOTUUpiT45Qp86tOxV26m0+x9v7Hn2hg+MorR44cNW78+Dvvumvq9Ok4Zvn9U99+pd9R2f+YdvUFmWK3uU8/jbVzOQhTopSfLl5McfKLr3nv5BduuJAWPg8++KCF3N8crXaX4vVhtDdDwRw02GU2qijCTBVDrZK4SQjvi+VxMuv9UmdwDrmY0a+ejk92GcA0Jk0RGkrmHGEhhGnMxaKkZByG0Y7pHH4iBCYpT+qUGp9QKNZNV8FsvlbnNT5G7C6p8Sr1eFeU3J99iuLyeb0pU125h4MtslvMXDFK6IuvRzzLNyQvx0ce1kGyvwxihInHYmTZSC0aj4ejmq8ioAOwpaL6gSGBqdAUlRzEw7jRCbramN2Ym+qxezwFuamaSkwoyDgk1C48t64QprayIIHHArr0/djk0YhEo75A0MEeQHa3z+nxudk50efzFawlL7CfY22a/lUwGPR6/Yqiulwh3EfW0m8vEvnv6A57IWernJVaKQhTQ4zxiD/ox+kAlbndnmgUnbNNIoG4jy5FU78kcXXeeSgaJoNIm4OsjUX90uH0Bsgq/UQqUDGGJ5MCoEQOroeY1NqG6437YrPTS5gn+ABunIOy/4Qwjx8n+0jcRzLVCvjFQJx9V6OJpBbMxBAnMzIpbpFcbRfrzRzPph74omoqZzHRiEsaCSYAVsBL9MAeaxPpCNPSYrUqivuuuyg1NuKHj5aDMAf+nurQv/ji89JP8Prrr8cmP/nRPWUizK99ZQ4lagcPztEJ/PSLJTILd34dvli2/MYbbzTDvKlTp65cs1b2g6u07+DhyZMpnT2y4soVVff0Vl3PwxVj5OsWVk1aXDV5ddWU6ryy9JcrJ+DfGyuGyCdff+vtgjEoKRhvstqkNdvsLXbx5HIrXloPsp0rBYLwb0gPYHJ/9jsVT6vdibVhvlpp6a16+84de77cX9+Q83s57JHnXdfvqOx/RnvwJzOrLtf8myb+Xgs5rly5ko2relhXjmEEAPLWW4lBPfuMaZ/87M9vn/Lc8Espov7U3Lk2h2LD/52uMAZGdnZoM+XLDNZl13Jt2X43xZqQ1cXmj3+T6BbjPWc60CKK3KRap033yy4oCdgV2sxVmE/rmDMn8Sr1FEVGdWZg4n/xKGCVVfHY3N4wWzN3a6I3+yG2dZr2NefCDEwoTNS2NOtFk4mKl/N9afErFzYmC/Fpc5DENyRagpmRNO3TKaPS3GjA4RhoAB3F1dHmoQomfu+1uDz4V2QtAS8BMoEOAUe9/qDCZS8cu1MVv9+lUvSyxak4PN5oIpbPTZWjCgnCDAZLRJjHjILuftLG7PLAzPFMl8dHHEWs/92ekI6iu8ySa7gF90vKvsPhaDgU1xSzc3Viyz9meaKNR6l0hInOH2AZSeAxv9+PvbBQeVQCmF6fFxAL8DLF9BKAzEAkZHW6jjL5zVC/BOzsgbp4z89Xqx+P4fA4Px4RzwI8FHh8AC+tNpvd4cB74TbkIEycYzgi6qZqkpVLhbuCm8SmOfSUsfMJ59BLGPEyDrl67LGHOrrMnBGFW1LAYOdxu9vbZHeVGXdqaLVYbLa1a9dSfvPCYeXAy6tPojz1pEm3lX52Cxe+h03O/d21ZcJLaULFrKurq9myRSt8aLGMGz9epuAp99335aEjRa9Di6W51fLss8RtmzFjxu7du0LhkMPlkv3s3lt3G0++11cMWVd1b2/BS7SBbKzzYMWoUj78GCfNp01/qMBKodXKpXlcj4chiE07yNnC7/f5iYHp54ZubzRJmjPIDKns5mN1OvPVSstsX6xYKXaW1/4DYfZGu+nMW6U/V11RNfPMqYCCD519j0Tv7Q47gcwesTFb7I5lK1ZgP9dcMhz7lLbgV7M1+LpipbvV4mlq9lssEY87FY+1d2SlzErk0ndk+90Ug5dmX560JnRZhp+1BOs4YinZ/CQ7oJQSvSwOMnWXTOGk8RnlU/sKVlgYMtpUBx0KYnIlWCUq6908QV3PJNamRyYLf1JX3i5WQ42Dp8Scn9IcuOxSUYLxA2MJph6RNpLqGH1Gi8veUsmEWUtK9qZV6HAsDgjT6iYfTIviEXjJzomELVWMPpFIhCy8Y+FIVOMiukn0UoSb6A1gbyCYLMRN1RFmSOVyxdIRpn7duqG5dIKbMA3C0YhH9WNItzlcXp8Pl0q0Ft10jm4u/CmwYVoXic3WXmBlBkKbQGRhwE48Ae1txTtMdw41B2HKA9L12i1JWW9MSVIpg6WN3EGx9qZ4COfHpTgOTy6wsi8YwDAl4RSsiB2KWw0GEsl4XzAtO+k5uJihcJBk4Q3f1XQyEiWJdafTyQl/lzgXSACHTjAYxDBxjEjO7dFYjIPSXhy5HLa5nkuK7wAxZfnTBW9BKBY6vCzdB03f3GCDR1kjNyYUa+wKyN/pdjfZnOVocdc3t86cPXvKvfeOGzfullvI/gYQscfwcuz/91blpVTTvXnzphKfWVX1XnklbfKD73UmsV56u+hCLco3c+ZMyRg++fQzRkzywWnTOkkuC1vA7nRt3baNJYi1VYnVbt++a9fNnOcdXzEsP8BYfhs0oLKUj62vuldOZEN1TQGEzFlOxeOVCLw0I2KJicP4pd+ENnmM13Ll/oCffMnZ6ot1xqzliHBKe/XNt81h4ae/+Xq/I7S/3fbc198SrXXBgR+c/KIBBW+64Dr88oknZt93333dzZVLiN7qdE2+i+jQfzjzfmO3aI+edZ/AV/nex6ZND9kdKRK36TnYy9eTNMctzeaPGsIsW8uOdG94nioxutJ1xlzXkzecJcV/vMvjlBlfjHXwBNo5aucNBsLxjA5P6U1ioVpldHF42UGBys4y6cy5imHe9PlIvEiyflTJqygYGXTV5TiD/HbdAp4qdbRcfyIrMiY4B1cpGo8BaqKFotRYU1Usl3ALxE8zRV7tUmzCsTuqrQ6FgHQZf4axh2SRmJtkycWcyMggl4gwO7qpG3/im3jlhCIhDOpo7O+Z0lzX2fWmIMI01wWbVf018x0Acp9Xdbn8ihJWVawTO1uVlNY0bm0JfOYceEkC7Kz5T0qS8bhodMbiMQ9HaAVeipBmguElZjLFSxlbYYzbFHeQneh7ELUrp0n9uNiSRjTXoTaBhQGaZCloSZqsHiwcVSkoI6dPXCSukD/GiXL6M2s1CDYWTSrsQZp4AyW7Wm92mHTYSi85z+4tougeEzVsw2Y3nog73WQeTdHLMjBAjkdk5SWDb/h/F/YYYQ77xRTs5KGHpuvn2/XJvvgi2Q6edcbYXoGXaOedO8I4nd1798o8i/dXDRny9sL3S5hnW5utNjzOAGQsLUDMil27dsn0Oqni6h29ZzvegzZTr/rBuiD/+EVPxqv6AxyZlBJLw6lHwpUG1DQjTMmVExDlBgyqeD3AG41WR5leQkeaszrY9WePv+/nj/Y7TvsbbdN/PMcooZp03jgzCER7+ZdPmS91txCmKBStWL0aGw697KqcPaONvShTDffJyX9uOXAgHe9iBi86KjLYy9eTzAGWkhM3suTl+3EYbLFUuiyEqWcAdcciXWK9Q6uV6GplzZMCzg6LOn8w6PapNsXj9KrAYN3VwJSmK6jnau/oLFDGwG1St60ZdhREmHJ9orGIx61ggiTQx/44mAlZjDEkhQDmbTs0zfOEBDOTWjAzZVwHnZ/Atp7culwpGBWgEWJjxjp3vjNqyc1VMJ7i8b3sfmhWme5Pbcxizay16FO1WBn+pVhZnuu6cVJ6pLqwqgD6QAQjv+JSHY6AW4mTMHs3VKc6u5IFfH/QLcMxYlHG8kWNqCqceYxuT0ZJEjcCk5eCG2iqH9cYm1qNj4JpzvCYTnRV69G7TbA6149THwvrrkMYvAAK0fEkzS2y0lwt7sOiSm4czk7g5V//+ldRNPKwWqZIy+Iq4VKwWQAxVThFnut5WqiHaPnxdLrb0Uutt/Dzq8uXkW4qUdMBocOhHjuPZwBVi6Wx1Tpy5MgJEyZcey2VDAz63Zgew8sx//KSTEB1dV/GSuO3NDY2yCbf+eaM3kKYZ55x/QXnkwb76NGjN23ebMyzu/cdyDn3o1rLZawJZ0Cc1HAL9+zZM2IEoda7K67Z23/YEm3TwPumVYy+vYIO5qqrhhREmA7Fg8cwxIouEpk04pNm1qUZYRrIUyvU5Q3xmLt9PpvL3Wx3NtJCxlLf0/oR0S+S19CLhvc7TvvbbTecTWSPgVdUPXn6Q/kgEO3231Nd+TXXXPPMs892i43Z0Gq1OFz33kuxyofPnlJw59oitLJy3M03z5k16+6777LbrRifMLHg347upNs68mqxzfDSoAPlVNBIpKJbKpH586AhhZTUXcK7CzVFuciQP8phXXYxyHMskTR/4qROQ9FLLAn9AbZRTnZXA1NaMa9tvZIoqmF1IeClE53LGWE/TNnWlFU4AU2EsXA4SE7ledsaOFbigSZPeS3CkFN9XLKsX8bfs5NNuNoilKPkI54+XSLMY6aKmP7VxizWsrUWSQ+fIx4MXViAPacGxISZi0aqxf0nEQmHfd6Q1xMljNQL6NrQldUy44C4wIfBQNTnjfrVRCyqJw4SJsQY9ql0rwIksRsXJUk/MbXcXpM7pNEAOAE7rXZ7A8u5eIDBehTzL6cJosOVp2fE6zFMLclrVbLeBOzTUnSDyZTEonh1wFxNHOoxwMv/+q//whsMcwQpfRTJZDobldQJwlTJkJ3kGkp3/OnBAjzj1pTU3dOwhEyTxoI/FHB4ylKVEYjV0GprsRFjYOXKlZg7Ki4bNPafXu8xwhxyGolGzp07NxyNBljCu8saqJkzZ2KTX/9qXG/BS2liWb7/wIFiuUKc+7vvf/DOwvc/+uTTz5cu3bFnT048h+ueFHSbDz/8QCbWB0ojSfZdm115/YLK8fL+1orhOKRFH3+SjzBtLoWFZynawFLVMVERFABpoM2cRLmZlikxTyk2x98IZyquZnvPdVbRhgwZKhyDYReOePqbr/U7VPvbarO/s+CGs28ZeJlW13PneRMKIkC0j3/20iAu//nyyy/xZJfOxmyy2tZt2IgNr7x80KKfv1hw50MvGzIg+3XtNdds3bwpEQwkw6F0PNbRnYoJs56kLKLFhM6IXubVaCelErxbet35g6quspI2m06WDjITumZR6Xgp6wDEQjoRD7JjoFXxODw+9izueZY2B2EakE/8XKT0O89/s6gaM0YMJnF7xEYZW1G1LGtQiBlfMUEYIx5oLBBM5My+ymBilGPhF1WiSVICL/qEONqS+uF/SzamSI/i4nMRudReAW9T7pKjZ4oePUvnbpXNwCx61oCCkVAMsDwSTsS1EubycwTi/EJPUywS86tRHKfDEXG7k1wLo2Vjw0GsCWhdEApQTwPKjWXXj7sVfzgQSWj5caOFomGAT4uNEGarwxmIhLrlPdorTdMuYJAfNOl6+amiXNP1MvUrAplSDSRlOxzM7PgLv4QP4GfGqZteipv/C+CBNUVUX3J2crUNBYmeReB19mzGfJyGi2iE4KXbXeaMLziqCYDE6cICddx4Cn1c/eOHewwvR31jnkw69Y2NWF/5/IFgV6putbU78fnLL6/8xr/O6l2Eee7vKB67afPmVvKLzBUPr29qeXHBn7ImymtHLlu5yqhtOdrc2oJ5+fDhRx55WD4w2yQc1C/tmUqtWPi2iqtfrpwwgElx+RwJUVZ3qypJN7STNosweAtmyXPCmMYvJZIpIFNXzvShy7XYHVRm3iND0iOsIzrlXiKRjj73hn7HbH8rbdKp9w25eFhWX73k6hd/NbsYwkS753e00HvppZdcLlfpbMxmm33kyJHY8K5zJ3ay8/vPuX1A3uvDd96JuFwxn68tEe9WGFOE1yR6KeNbMXiZ0XI3u/+Ux7zqMLnmlV5OLgizx/Oa4JlQOOT2+51cSY3njctFe45tzAiTZ/l0Iqmp0xspDPMa09AkKYhABGFipmMA04ZPcp0CSenGOq07MHgCsnBI6LVaxHDoAz9ouYMJRlx4MUmAgq7oTAzKPMnSEOZ/Tzam1H0A2HOILyDwMhojJMPVJd446w7lXNV8BmYnZ80cz0RKMxgP57MsenA7ZMZJ4RgwiTgcwZbWYKsFg0MqFmWeRjIRDgXtNl9rq8/l8jKZgerH06b6cSpN9QFM5sBLimHGIjhzC7seA2HiM6V7j/ZWQz/BAbNsVARL04w3gVfzJjCQnhkB4k9eSqG7mbdJXI6//vWvAJkUtm1vwyAYjcaImeZWHA6H3W5XZAXRKT/EUL/s5FnuvEkBuzijyQgMEOCUib68rKWBMJstVpfb/fbbVIgx6NzR5ZSQX3kWQaCXX3nF6fHYXIpPVQGGO49g33svkTZPOXlS78JLtF/9kkqW3nzzTZvDkaO7Dng5a6Zm9Ti9cvQDFaPurrhGfnxD1/852tSy+NPPrr2Gfj9swMB3q27rX3j5QuU4OcLrrhtjTOufLV7s9qnNdpeZJynukE6PFw+jiGJpKnZYOLLua8G4pdD4DTpTDhClH8Mh/EfhpHmLzdGJjn3n/W3Tlm048hHnj+x35PbfvE07afbI866r4FC8vAZffuXk8yaY63qKtT+d+gQ+P2rUqG5pYxpf9O4vnu98/wOvyGjpP3DOnfLm2dmz/c3NyVCw9KoB3Vwmw7o0ES+78KNMt/WOy7C45vFc27cIs8Nww2RPHH8wIFXSPVC/zG/ZfhxAsAlAEdG5lXAiP90aTwZvTDHGlMgRC21SikHwV0GYEhhJsjUMBQV93ghZmefWjBc8WcP7W9Q+s5Qze2mul/4TIc8XQlzsitjOSoOiA+PvUo1ZO9oSMssnsnXoTjE4KWHAMvaj0KRfq7D2AnwWZOiV4uuU9V1tqXQ8GsdQ71dDwUC6+05SWXcExxiPJsLBRDAQ83pDdnvQag3a7RGvNyWdkxBmMGC1epqaFKvVrSh+VTXVjwcoU4y5KS8/nkGYqmp1uhosjDAjIdy1E4kw0VWw/vIwUxJPGRftHMMbqdmJ6zU7+TeU2A64dx6F9GYpkx6XSCZwJjAqkYcpnpnwE8AmW2cPLSv8QunU7H7MTmQm9UttBdcj1wBZj8hQgF3lOCWV00wOPo4jR46IEeHIb8/tMby89nuzORJ4jRrwowMAhHgA8knKqSg9YM2aVdjkoouu6nV4iXbSDyhWNn369FyE2WL5UNcDf8vkJD6r8nr55dxnnqnZvmP+8y/IjwCfm/ugbLxbTSKWA1hfNBaLvPzyy3h/z5R74ol4KBy2ujxHLfYMfjZX2HGWihMT5IsqmXGpUzPTL3UPPprZI9FwTsm5fIzDIFSVgNHNoXgsDhcZwnYzmIkPb6z5B8LsrD317VdvOvO2QZddaUC4yisqb7xwzPOnPd4lsDS3MRdRDH/5ihXoCw2lZTpeeHEBNsF3dbnzyedOHH0x7V8UjWafMVVDm1OmuJqaUpFwGhNiEX86Y4Q0FDaMMuTOgGWepHlvIcxjOn+MozkZY8dO+Jk9Q5giZySSngAMePwsLnfP1C8L7FzHFcI3oIglWdEZEk/aV7MgUIQ9O1I5xFf2AUkmeayg2l7F5WFv6DY2zsb4QIk8jxsrzfya8SK3WIsPS5haV87swmiyW01qb32qD82sdw14KZzM0iNyXVbHnMgm2VWcmkjN4doxvGTuH26C1x0tYiPYUZqvU9Z34e6EghGfV3W7A6qayqsbKr1RKDiOxYkStFjQAC+jqi+GFU04iOUOBcrSVLIXx0zk8/qcTicLksf1+nGtdsaDmYvgZX4AMwdhttgdABu4XydsRSArkVg8qugcEsBL3JdwOMyKgKxsWWQ40ldDIQGZKuNqAEt2xkwzHaWD45mkQxWPJzCze0kglKieWCuxVljmiTN5gVHJYc/gpdHTYqT0jn9jgVAQj31TedxLPZokDj4OnMXs2QQOh5x2WzkBzIHnUX5t8eLPcJwOVu1WvD6MokEOjhV80m++mWKeP/3x3X2BML/1b48P4HqHrCw5u9uIs8wLleNygNyfK2/Jyf3Nq7y5f7ElGmCwHMyiRe8bD/KR+sO7dtVizsLVdnq8BPZMSK+ePQ78PMYKCyuneNyAl4ItDYVVtnIjzw6W/sjEOXUPIEqzBbDYxTrL53N03/0HB7ah+h8Is3Cb/J9Th12YZUM/4pLhj5x1b7eApdEeO/N+7OGhhx9yuFyNlpLu0ZNzn6ZNzr67xK/Ahx8+SysI+uOvZokq+w1jx9Zu2hR2OuOqr63IbGXCHimzYnnp8FL6qkbI7I1ZQ+xddEfIrvmZye4jzDQXsMc5H0nTBzMwnV41RtGMcvGM1KowUT8W4zpWIEmzLGdHthJmh+7bKPwrLYCcJBQY1TzKCWFSThz7btfUY4T7x5+XmvGSYpK6Foq2jhCrypIq7ru6cTh4n0pRPoxXfF5UcGHU83Y3b1h6frlPG84rRfnxkOpXqdyD9Zc0pp9f9bKKVMHYbEfJvk5ZZy0IEwBJUQKqr0yEmQKUdDgCzS1AmGHFFY+EcsgnCfaECgb8Pi8hLXP9OHodyS953Tn14zkI06P6rU6lwWJjbwhvKX43vdU4nk/5bvGIxJHjvlDghV+4ZV3WfeuRTDcwqp/OPX38+DF2K8PIliItI/2F3+CCCP2DRDU5yEP+kiyVzxQUPLDxHits5ERBGWcydcfn7ZUYJlWyWKwuxbVp0yaezSqu+8rLPYaXI378CHZx66234shJPVL1uzxen5+gCdBIwSsv5TPnnXtNX8BLtK/+36cuvpj8u3fu2mVkCetbrC+9+hrNgxVDCsK5T6ruvGbAlcMHDHykcgze9zu8RJuv58cXLnwvv5+gj+EpQ5cwM3IJYdqdQIcG+So/Jkmhy0hIkmgpfRGk6dclYgbCzKk0NxSNyKPN73d6PICy3WBmtljWV2/9B8I0t0d+9PTo391gmJNyNnzQnedNeL+EbHgnbeHJWhD+SD0WVfZSKsqXrSSdoqsvHdazb3znF/NvvkDT0Vq8cGHIbk9FIx2mEg8Z0wS8GZZkAhclOVsAZOY7SArC1J3By4cB5upyIxRg5mdKPDMPYZLRdv6uMlXVaY3XlySOE4fvWNo9Sl7DZKTo8vkVn18NhgqqiHe3iWKPQbNMZmeOdDyZhT06DEfptrQW5CTAmZC6Hsz+mNqANgEvjx0/hoMUhInhQibERCLjr9SV9FC7EcxMmWyAymE86o4qUQASquhJJDjNmsIBe31aPW93ESxXYJVUI9N3zewUgxcmfcmlZjP9CnPzzL5OpUfFtSw5o5lgybyCYhcQD0rM5426lXjQn4iFE4XikFQ/Ttn/3Ppxt6L43O6gqpJBZFGEGcWzQwbZrFZkdbq8fn/yRKkVaXqVfh/rYlEEko9cBQ7kFU0pzjsUycRNVLi+CTcLCBMN3Y4YAiTJHpCSLhENEJ4JvtRLqXNF+LeUUgQIT5RFbzZ7AAk9SR7nYG8oFB1h55pWqxV3+fbbibc//KdTewwvr//f71ReTFo0mzdvPMb5GlpEYzWN1Xo8FgQsDlNJlPk6hEKBoUMp4vHD7z3YRwjz178iYHbnnXeaeWh79h8cMoSKYd805cdz2saB9/U7qsxpL1ZqbkRvvPF6Tj+JJ+Ku7Bim6ANglecnf4SINK0wnGt5BCiSeh7Z1YVlyujQXZIx8stUlVMEZE6pa4UDkXAAPZ+CmUrpzMx11TX/QJjPs2r6Lb+548pLB+dkw+d3MxveSZt0Hj0Cb731luFI1cWYYLGJ79Uzv5nR4y+953dayP2l5+bHA/42kwKwEctCx8PwaAiVa3LQ+U7lXNeT5XtuVJS3cX68N6JMosyZj1clj0+wJdttuRjCNHQ/kqz7IZxnKdMQ4WWRB8TsiafI4fU5PCrgJR7CHjAws9TO2a0SXyqpCnm0c3JGDCNSJke5QpXgJuYkVb+S8IqXaw2SkshjZx+3hEZTrIsuWFEniXV1OzS995RhA6SZy/eoYou8mdIJ1oSkEl2Jg2HeoaJygu2Zet5utBIU6fu6ZUXJOL4HeMklMDEP35FE8Yh3JgbbHU9qAJl23JNYNOT395CHieuGRSKeSiDbeCwZCpKsRIq9trOfmhi+JhENhYOi92iuH0fXcthsPqczRFXzncQwo15/wM4IU/winR5PvARNql5puLysJuTRRaIIGQp7pBgDs8h+Ej7V59FwaVJzzvIRcYDrnlQhrbVpIc02cgZnfqZUmpOWkV8lLaMyFFzNDEwBmbJaxENkdyk9LuY9kqUo7hKvxoHnX1NOfnzYySSgN23aNK3HcjpGWFJ4zKMMZXKWVH/+M8lmnn3mdX0EL3/0H/fLNLd161Yzwlz00cf45e0VI/odNHa3/VmnYr700p/M/QQdQ/H6Wu3OZqtdXMhbbHaLw+lye4OhkIgwSzPrYVJmnAd5ka0zeqnoMBhhT6MJ2jTXmIv+iSYqq6pOd6nMzHWbq//OEeaUXzwy/IJrs7Lhlw575KzC+pPltOdO+wN2Pm7cOJ/PZ7Xbu9TGxIj96htvYpNbzr+hnO8V9x+8Zj72GHoTQEU7F5KQRA/51UWkkDknuaONG+mMx3e6CMLUKsq5hpR1zsudODpRHNJAZt5cqethalQoepRYXBoA0pACI3jp8xov/AmNyE7hsFXxlsPAzGD1mLZ4lKdSHMPzs2bEtioh/2tEbkXi269laUMSTsEPxJEjN8morA7auGSYlSQxT+GmlAAy9RgvMxB0I/W2bvNpKWZL0eAAV0NQZW5be5ufpAW9oXBJKoLFjrB/2Zjs2hkkkEwcJ3LtFD1SFldXO8/DZpxDceSlX8wOApkprvBG6zLPW6DbYGmIDhAJAVumwqG2RKyd14D5Tw3By0iIbhNzC436cfQ0F9CVxeJtbQ06HNFwsBjCjMQjvoDfoRDCFA8ym0uJUqS3z+8UqxbEWLjSwyr3pJ0e5xofVl6NlX7NJeMgtphcj0aDHpEEuLJecSsK0S+9ooCKSyTdAM9LlPQzA8TjdLlkAdiD+2XuLcLATHLcXqS6BFG02Bw9diHHLPP50mUOl8tqs0pA79rvPtFjeHndV16W2WT//jrzvdAV59okBWPuAK2tLbLJd7/5SF/Ay3/75zniGvn666/b7XYzwnydJ9CHKsf0O2LsQXutaqJct/nzn3O5HHKd0TGw1HW5PU5u7ELuwWqIApixaFz3gRJCpl5JGtErSbNmHJGOEdBohCvN2uz5wuwaFiU5oyBGQJYz6oKZ+XeLMB///vzrzrmp8vJMFTZnw295/+QXeh1bGm3EJSRz9Nxzz3lYprjzSCZG7H2HtaK/1//zmXK+d96vH8PZYT+TJk1qOFpP7t/EG4pFGAgVTK1KDE2UiAyP73ShLLkBMtt7L1feybRiRpiGzzJFY7h0TnKXbpkZPETL96nED9JFgYBVEsSwSqd5RRaJkBkiIUyHx9ctBmZO/l00J430hAEvC3tBdrO+WFaamMtwVgCZoruOryDMqYEf+i4KZOpSAImkYdHeNceyI2PnRIK9fDdNleYlHCH6AA5DBAYzGphceU0h3DJYlJlIYI8M+MrsaVQ/zguTaExgPCkvebxeQA6da1oYOWs822QPo6/4LupI+Ip8p/Ku7ogwOSk5rihxn7ctGe/QnbOyEGZR//EA0xJdXpcz4HCE3UosGioFYcqoZXE4w5FwXy8HtMkxGiZWpOrDtT5+/Dh6P76aXXvUbrELDM12RqceeXgxvUqAVHCmkRDnxbjGz+R6qDg5AemmPxLtLJERbW4yJmjiwzqfk3pgeQizvsUis9u4ceMefpiUHgeffks5Acwhv6Ik+9NPzy391ObMmTOgDyTWjfab06iQZ8qUKQ6simw2nlUtIubz/B9fxJ/mVt7Y73CxZ+2tqtsMfHLXXXe9//7Co0frsWZXMdYy+Atp0QwtSokVSjgSMqKOZsV1qdzhaFJMmhhdMZncy8Xm/qAuWGRgzghRN0NmXU0jqkkLbQ5mthbXzORKny1/hwjz3p8/asqGV9xw4ZjnTvtD3wFLoy341RPypYsWLcLKF49DvjZszg2aNZs2eeCcO8v86tf+8+nrLqLqPyxjN6xZHQ/4o35/yO+PhimqqY3b2W4vhKC4PJxBZnbcslC9z4lAmDpLM6mVllOpDibKUIREYmW61GYFHvPFlTjMGiMU1mNsdpxN4ig7EImowZBbDTh9qjcQ7BYDU2IODCn1B1yXNJfAbyep6mKekp3PPpj6XS6XHrGhxDxmH5ygiLFjfNBnt6TcKb1oqDOlTfOUbWBmdoXQyJnoG6WoXdHKmq69T4qmRYfcpzEwy6qc0tiYprxhH3Wtgvc3FJb8OBBLitPHMYy8tG5RfbFC6peZY5a6Ob4XPTh9LXuFTu31ZjmVM3Og8zsCIIluQQU+LS0huz0dixIrIw9eFvQfl/px8h8PojuFE+hRFFUrwN7Mz5LLkNVid/gDgb52/BQETnEWPaqPF550zJWYJbvrBiUsF/QuWaLKEOJmTx/gTI3DFtPqbdknyBeib4lLPBPXDb2TNRO8DER9xrK9G52cNQckACW26byUToWjEVtPs+TC0LtxaEZhjwKY35vdY3g56uvzZSd2u63EU9u7dw8+f8UVFd/4ai9LrEv78Q+0DF1tbS3PpwQv61ttohg5jzWI5lTe0O9YscdtYdWkuyuuqRyQuYm33HLLn1/+s7j3SuZONFQJMWLMCAVy1NRl7Y8nHdMHUIfE5KW5FBdgucPpwJ/wAfRsVU+OSyEb0+DjmODMOXQjnok+z0ar3mLMTPTbN995d8Dfn+L6rO/S0qZiQEUxN8a+a0+cPl36ybp16xwsI1aMMSvjw6YaWgIMuWxw+V/98c9euv08jUL89ssvB2y2iNebiITbGWFqlSYdosSYFnhpNJkuO68ob++lLHkXo7Gp2DzBdEfAQ5oOuMBTonkSpUyzi7d4fFASjcGKgMxjx44TvzESUXx+J20ZwFzZpdudqUYmZRgH50QsS49Jlo4wRckZ3+Tj5CxhtmPtf/nLcRwMFpICqlkRiKQ1JUsejWHhigVnQLIkulBS124+esWBRs5MZdkAFd1KVK9F8ZLjS1TjIyJs5dSqUNM9PY2ob+kOAuX0MakfZ+q7HysUufG4wkS0UNXOvUvkGvaMb2C+41EcgFvxK65YwJ+OR4ETiZiaiKWikVQkjH9JgizPGbYNyy4cs9MZaG0NORyMMHPVZcl/PCr+4+7c+nF6lDzhWBibSP4CExkh0q4qfWTUarbagczy3TN78+5QrjCuMthD/6eyso4OdFlJXqDn9yyCatKk8mDmxcKNxdg1rCirPEmdY2rGM8dB7IQUsIsxOnUPr7gFabhUNGEKyVhpzG0p7jM0B2RI4XgUlgBxwEtPGXqYwFqJeRmdPeM16LxR133llR4gzMFnUrTwtddeLf2qPvjgA9jkP0++rS/g5df+5QmpH3/r7besdkcLkxKfmPMkfiMIc/HS5Xg/vmLYqqp7+h0rltN2Dpz6TtVtD1WOHjaA/AErKysNprFWccCqzlLdw3wqXirxGl9l+TjgQHJC7ay5FQ9QJhmkih67xCWk5xuRTDPONETa8TU2p5KjoXSEHS1vmUCE0qk/md3vqO8EN3nWFvZlTrxYm/rbyRQ3HjHiwMGDNqeriUny+eNDA9atza13TqYPj7n42i5110ts08++W879qZmz4qpqOEtqLJr2lJlsWYB12TXC1KOgZfiVdzkXcDqYRuMAs8jEZsWo+mQ4mYGDBtTkf9sEctJsEo3a3MTADGIeKUHvSJCDJBdMOfcuIpb5rZhreSdTqqhYylYax5L+1MGHhMk+DvwpVbTCHeNCV0UsS7DcjEWjOhWnC35mVtWSSdTIiIIaIW7zTtoAKcndLtLGsRfcHcySfsrgl1UNrTWTqiTJTpbsINCzllM/HudQFfqM5McxDpPKPff2Tvpnxpm6R/KwEk/GIiYIlO5yhZzOGOe721OJRMAfcTkDLSRAZH5+M9+OHhGLksS6zwuoCRSa718QiUUo+0/cQr/wS7X6cbcbvw9iVRKPagiTNXKJ1VwIZJrViow5xa64/cFgqjc0GQpeGSpeBrKlp94r8BJHiQ7OeQsPDrVnMXO55lhYyXMk86yxbDTkgoW3xukSr6gkYdjR5+I2+QCmdnkG8dd4IdctbR3HMaiUbqNm+PhQGjQYYDsVJUeXprsIU0hWxuvqQZlQ2FVndC9dfu135si0hYG3xEu6YcM6bHJx30iso53+6xux//vvvx/wEvCmxeGa89RT2tlddRWuQN3hI8b5TqsYvbTqrn7HiuW36yqokH/fvrqMOMkxzdBW8J5YXGHwx0IJDZ2Z6PoUZNBe6LG1tbWKosiP5GAViwWCAZeiOJxON5lKBAwZPb3nZyKZOVXntBIPBByKO6evTrnv/om3UpZ/2IVX9zveO/FNGJhPl1GmXU677fe0GJw8eTLWDq1WW0MhhHm4sWnyXb0ML6U9efpDFRx1v2/KFJfTYczX7eKhnE4WaCWoYupZcj0KWp5feSdNz5GprIDt4YxVTIKTwiUjDx3yw6Kcl9T1cBKZmGZiQHz8+PEo1/jYFPLxwXxKfADmK4pSUFuWgpMkvjWWo2Esnkgmuq6mKdRKR5isBBIPR6LBcCQQQgv7QyE1EFQDIbzXin+5rAYHQxMTn68wBLzaAhbjQIAGBh4KYhpbIJdj2SHYssMsZtWmu+CJ/Hum0pyE+4hkmIjEYqFIJBgOY0HrDwRDHNmT2ZOsojnb0uPah+wZWfMCAOZtS/ctx0+Yn+Fwpn6cOH7JFJbr4u3Subu6SSu+3Ewx4/ZwyOcLOJ0RjxsgsR3nHwxEXK5Ac3OgpTXm9aZikXYO2VE5D65PLIJtADvR+E2Ufs+sEnP9eDAclCywLMo4BMf+44pC+jyxCD6WSMUpRwbIg98Ar8YLe/rkIMyjrdYWuxM4NVGGkmeXzw7pBfm8mNfaOE+NZyTAwv6BMlY0MpPixnFVoCqjivGE6uqmlLwAxJL4tmBaP1e34bGSOL9oKOH5U6i7eDizEGGRh8wara1NNBziBrA0NDBJPE1Ve6BuXQhhtlZv2XLttVod65SRFf6nBq6+r3KkrphScXnVsJPvKxFhDjp3FDb57LNPSr+kEyaQpPnPTuoTifWTfkgGlFVVVXv2ftlqs7c6XDMefUwy8kQGGDlSLsKmrdse0y0jacqrGPlZ1eR+R4nltKkVdCM+/fQTc15J5kTBfiI+Jp2TFoxcpYgOWV1d/dJLL03mmJWRcH/hhRc2btzIBCdiFEsw06dF77X6X6E9G6VDepjUp9ebh7AhVkPkmW5CMsa3DL/g2n7Heye+XXUJyXM9cM4d/YIwP/z5n0ZfTBaos2bNciquZro1WXXl+w7X337HnX0BL6W9dOqcay8hPfnRo0fvrt3ZlozLrJTWCka63Qzd9Yw0OksQS9G0zi6WQTXT8v3Xio//EoPUrHCEh0/Sx7Ta0oRE8N341mg0Fg5rsU2Xy2V32J0up6p74Um4BkcMvIWNnV4fpsg4F/yyglCS+faapJiJIx3KrxDvceFJ6QgTH7K7PA0ttvom65FGNMthbocaWg81tDRZ7F41GIsT0G3XCs/bjIUqxTbZD4gUmrRiWL+wvITv3cbxQL0ItJ3dgtJmzJypZmpLyj3lWTItuBcTfIvNiYM5eLQZB9NosTs9XjLc1G5Eguk6vYMwtfk9RbN7MtG3bExS4Q76pf5Fi++1t7NFNTl3qoHO9B571+9SOKgJUi5SwwE/3oqWURq3LxCI+/3JcBjIETeRQHE4GPW4g1Zr2GFPhkP4GH7ZTr2UchAGCVPgpdB38VAwv7RN8x/3kA9pOKL5j7M5ejgMIGexBGy2ghXl+Vny+hYLcJFdccf6pqJcNNIZTFLPl8dZyGCk5VXGNTewq1Q95MQeM2uclMa11qBmBNOrzyBnsrWTsDpTEXI2B5L3iOUQ5mU8PoJjU5q2WBbCpEVZKOTweFvsrsbuO/RlQhNNLZPuuGPJilWYU1osWqXP1DEViWcHGu2VWyuv1ItcKy8e0iU5c8SPZuCTEyZMKP16AgJhk9+fO6Iv4OU3/nXWJZcQAeC9996z2p3NFtuDU8nJ7tJLB/2EkeeY664zX5Pq7Ttnc8ERbVI1qd9RYjlN1DKffHKOuX8aURc81y6Xk22qCDSit23evHnChAk5TImrzhlbeWkWg+K2225bsGBBjGsbFS0C79OMj3VvZWNCNLkFEcrUitFaLDnaOHfdfc/wqwlmjDvj9n6HfCe4Xfv70Tjx8eUJAZXTXvnl3IFXEKfi9Tdez1fIxBNB3eDyK/sCXkpbePIfbzn/Buldn33wQcTpjLrdRO7C+NlTkCmiwZJHZhow1am5PZriB2vHuSWpbYQWc/zXijU9MhYx57BE2VvEQwAgMUv6+MWUQIrm4UudLCQST2i1DAkiqfm58jOg+FSs1tSAsDeJ+BTT9IaoRi8UDsq/QdJnCBCnMUxEx3JiU2bnjlJmQxzB/iNN1bX7N+/ch7Zl14Gtu6nhTU3tvt376y0OBYeVIEvQtuPHj7GxstaOHz8uaidBRuOAExRO0V3Rca5Unc0ES6BKoH9/MOxQvC6PDzNfPmrKOGzGY2og2Gxz7DvStH3voWo6sLrq2n3b9h748nBDs80poBf9gCv1u1dz0emlAwROy4zcRwhTgkvoApqelRbfI31Il9ttd+LUfJFouBO+bodkAXpVJV6UoNDxREKcVgSMMyn9jUsB0IKPUHWPL2S3+5uaATKTkZBwCXKryJOsr86qsEIylIciwG41+H0gFIjqscoY5QFCQbfb19Dga2qKBP2FasmjgHoOxWMgTGkWhytCC7qyXKIK3R3Kj8vokVHvTMR5QPHEE93QwMzdOecZOTJJQ4ehO2S4NghPEutlQ91UnotkKk52JyybYNT4GAvemBEXYhWICI0eumNXIm64SBOpm8dMDIgtDpdwCHsculzwZ01QaMZjj+2pq7vuuuvw/t07Ks0IU9qjYyuMrPnA80Ze988aOXPsP71uhpfX/693gULxmY0bN5R4PfEQjRgxApv88PsP9AXCPPN0mrmmTZtmdziOHG2YfNdd+PGiC4d855szvvfth/D+xptuyrksTRbr4MEUva3pb9vxMtvnVRSEHD9+nDjVGmVi7NLg5cJP7myRSFNT0x/+8AdtHXHpoKFnjhv102k3fXP+bf/r/Un/z4do4762YPRJD+P3FZcNlI89//zzQvOgkiBWw6MJOp1Atxe9VsGZRhkRTaY+1Z43Ahht5boNVVW0mJl+0px+R30nso09h/LUYy8a1V8IE+2Z38yQ27p06VKbw5mjkDlhIslhze/jIvf7zrldjuGFuXODrZZEwJ8mZZhE15nx7Oy5AEvMSbqgFlOVWOmFGfisW+fxZPQodf+1YLb/mm4qlDaXtMvwrsm9MnUZ3xE31XLiPXlw8AtPhxCdJVFAHtk8k3Z0dGhMfi/Lj3h9isfLSmJSOidRSo5bCqcQ03o8GsU8G9daXNczL0N7p3s+Lzj6TTu+/Hjl5o9XbPpsdc3yjTtWV9dKW7W5tmbX/oZWm1flJF0iQTwB5qAeP06NyagaFxWghyY2VjHKBJzl1d6OCc/lVQ82tKzfumfLrv3Y4bFsVdIOnfxArrhu777DjSs27vh4xcbFq2uWrt+2cvPO5Ru3f7pqMxp+v7PusOL1J5Ka9V53UVaXaqh9p1nEuoha9JurlrT6cYykdqfiUNxsiVjAf9x0f3vf6VLU7BPJjI+8aGZKUTne4Me2JHn3YJEYUZS4X8WPxwzJuzYRXtDqx7FokpBanGrhNX4pLwOVIMPLjP84fz7iV9WmZrW5uSDCxNMRCAddXjIZMU8rrQ5nKBLpsT13kbtj1Nq49egrqXeyBLSWH+8xvCSsmIxL+g93WSOhmVwbtOhltng+fYDNucQWgZeunhzlTCZnUoaRYTwNhqwZq60XhPNMa2fDhdxmLwdeHjjaOCDvNW5YRT68lGZ7YuCkERly5uAzxgNSVl1w9ahvzjMQ5vCfk5751KkPln5JX3vtVWxy9llj+gJe/vTH99ChDh68f//+un37brmFcvG/P+/qb/3b4/jreecSsn3iyadyrsy7C9+nGb/iqn6HiGW2XQOnCckNU6HkmDBqod8q/MKjIZHGV155xcCWY348QyBlJ+2mbz1XwVaGzz33HHospkLVr0rGnHJ87VokUxRUZJanYGYwiJnUzJPJb2PHXk935Dt/6nfUdyLbNecTmWHi72/qR4SJ9shZTCYZOLB21y4CmaZI5oI/k9X43efe2tfHMPPMB6UrTrvvPndzMzmA0FK90+oeXX3d+IwkmIRgjIYOrysexFiY0fxKCbtPBEAohcvLLh1tUhpXUlESnydbN2YYymc4mJPkkZlSA9iL6vezMJEqFXA86QRlFUbRS71SA08NU6C9XF4dBVJyuj3iomskxLHzqABLwpaxWHZ1AzkHlQcbuuvz4vJ4V1XvfPfzNR8sXf/F2i0bt+/duueA0fYearA4FZUIkJFQKOLzB90+v+JVcdp05n4/TowlmOiFm4QfParf6fFit/iAm1wyw8DNajB0pNkCKPv+knWfrao+0mQJYHexaEKPFmor5fY0vmvfkaY1NbtwPPjwio3bsRWOpLq2Du8/Xbl50ZJ1yzZsP9TQioMhY3Vc82DIxxxNjEdCDcdkKnWyAVJU87v5gIGl8aeIVqtF30VaTFg18Fngw3jv4ZizLxDAsSX1CGEbydcnsHPalU8l6iSX0ONLsUmY6bIylWMT7B+bZ30jawhISRpVxBO81Fi7AtDRWxS32+p04aLFu1Je6q7Saen4R6umT8QKLkyEnxlX1WQoaK79YXSa1DRjEzFhahn148IvDYXChIu4fjzbxYA6fBw9y+kIOh3RSIEsOZ6RUDTsVn059c5AmLgj6V5izBoMSbKIYvaXOfoq40bpygwFnkrG8JwfobAMkbpZBEAIDyLeleQhsdgzKzl0rcZHkzkKxDlHKSoWuH84QnRe+SudAhtNyp5p+RyNYAizuVyNlrK4l9Kuv+GGgQMHGrhxyZSqYghT2voHKkebyJnyZsQPHyWJ9X/WgEpd3ZclXk+73SqbfPdbD/c6vPzmV2dedimd2ocffuhwOu+99168/905I7/2lSfw11NPmcgBzJsPN7UcET0Wi3Vb7a4HHtTmuEf+NtXXc9r4ChLWrqmpjsWjYhZgrjtbsmTJqFGjtJv4y7sn/p+3u4SXGsj85ny5+/PmzZO0OylLe7CyDukLorR45BksMjyA6NA2l9Jis6Pr5lM7DjU2V3CkvN8h3wluQy6mezTld5P6F2GiTT6XOBLjxo1ram42+xFs3Vk7oJd0irpsz5/2+NDLqEJt3E037d+7J52Ki0FMSo8r5jSzEntKdzbE4G8oD+NHBopJjmNoYkHyJhNb0/3X9Ly5hzO5GuTTvQkiInwnrEv8lVVQaHt8sWTGPRwO1b80qqsl+5gZFSI5kWPHErwok/inAACr4nF4vAQwTL5FIiwWS8a4ZU2miXQixbCwnLmyuz4vAEJramo/Wr5x5aYdO+sOtdpdXn/AaIBSuECAHZFoTKEgZOv2vYeAQtfW7ELbsns/cCNAV5LsktvwSbvLs2v/kQ3b9qyuqV27ZXfNrv376ptcXp/N5d6258Dna2re+mTle5+v3bBtL2Bki80JkEb5944MkMMB4EgAL5es27pl174mix04jfgGZGTm2n2gHjv5eMUm7OFgQwswBo6w7lDD9j0H9x9pOlDfjFPYe7De6nA5FU9Di/XLQw3Yyfqte9Zt2b15x5e799c3Wx246/JdWALg83IWR1useA80i7Pb8eWhRqvd0C/FJA1Uub++acuu/Ti1zTvr8N11hxpxRtjkaAuugE/053E6jRb7ji8PGt+45wB9I7paewfVOuHWS18CNjD8x9GL7E4nhlD0zs6rVzpMNe898B7tbM/HBGJRUDFZKIpu5M0xAxj6RVqtls7A5Py4VzQezfxSLAhVvX48v8OngDNj4QTDoXyEicdEJDGbbY58hNl5xX3pzYhesnu4vmbs6MDtkBRJrKcKRfr+2ZGKA5hYUNBkqsNLoZGn0jKOFXVTNdcBiYqCJFBUYgFRESIPfu2s6x7yet3MlGPWEA96EgvCQ1GOd4/RMgFJTgoPHzSgc3hptDduqxyccSCh11Wn3zLk1DsGEOvvydKv59NPz8Umvznt5r4IYJ51xlgCijMeAbx8402y7LnowiFf/b9P4U//8d2pcthfLF8plwLw8tXXXxeEM3TAwFcqJ/Q7OOyV9lglMR9eefUVRQ/OCGdsz549ArkJOZx1881f/2OJ2DIDMr/xvGTMn3nmGXG2IguDgCr6Y5rzFIdxpPCHurrPi4MgHpGrgPri5u07qBNecE2/Q74T3AZeRjTXx868v98RJtqNF47hNMRUM8JssTtES6qvE+XS3jplnhxGVVXV2jWr24Ato5Ek2V4nTX7lBRoGZOmHkluM88qdbcQ72N9QzLVprRUlzRwpTE6meXUvFEpDXtLwq2KNR4+EQ2W3ujBdO9MLydGG66Y9+CQh0qhmDclBVA9GbymOoyQwzURJqQXANBoTj8WONovidnh9cRNmyJmR8+M56faez2LdZWAe0xEmsOInKzatrq7dte+IzakAs0mMDjM4QGMyRcg4Ggce8+0+cHT9tr2rNu9cun7b4tU1y9ZvAyQ7cLQZH44l4i6PDwhuTc2uxWtqvli3ZfnG7Xi/s+6wXfFYHAqA2cfLN73x0Yp3Pl3NaPYwQJ3bqxpRO3xPIBQ+eLTlw2Ub3v1sTfVOwEtCg8e0VGwaM7HV4QZ4+2TlZnw7oKMEFYH6PltVvbp6F/60enNtTe2+xlabxe6sI3i5H0hvxcYdOGA0vNm+96CLy4WA+hotDpzCxys2bt75JRArPokfP125ecn6rTUAoy3WcDSCb7e63IcaW4Fpl67big/gQlXX7tu4/Ut86ZJ1W3buO4RBj7Fu8EhjK2AnEPvyDduWb9i+ctPOtTW7a3EFXB52UqYomdhMAxIAXqL7Ar47FbfV4cBR4TJ24q5upnP0hYu6wa8QV8FSEtBCwkS/zdSP83yEqSHjT5RdP57T5wEv09xS/GMhhElhTCwLASnN00qr3UmXq2wmqpljRo+2FwuLoAQGMYaEI2FvEQcf4UmW+BXYXOZKfAsujoDVtG49UEzTsliT4I/G0tFU1LRKcyyNdT9Kkr92Op2idE2RT68XD0UxbeTS28OPPvrcCy8MGTLUQIlv3V6AgdlJe/yGiuGDctLsAyyWlhJPf//+fbLJN786s9fh5c9OIr7lsGHDDh06tLO2Vr7IoHqe//vh+HHus/Pqm1oamlvXbdx0551a3fRDlaO3DHyg35Fhb7XXKilU+9BD093ENKOSBLvdPm/ePDnZQRdePfb7s7uLLY128zdeqLyMesBTTz2FOVSvfVOlWkGwJcHLcMir+hSP2+mmhjfoyjanq9XGFj961c/BhiY5que+/na/o74T2SqZcjD/tMf7HV4KupMQ4jPPPmuwMYEw5z33HAdabzthRzL5XM0L9c3XX4t6PVGvN8m1PwVEg4WDRMqHYZW19SS32Kazj7jsR6v6EYkDks0JiucUxd7EZEcXRdfiexGWdsUnRTFWPOBYDCQhXEphXRpFc26POxQOipeB4ekj0Use0o/hW0LhsIfVe2Js9iGxCAsVy/lzolKUL8uzb5Z4Tic5sm4hhBIZmNIEYX6wdP1nqzYDOgKA7T14FK3ucMOB+uYWmxMoM5VuiyeSHl8AAHLXvnr8W3e4ccvu/fj8R8s3rq7e6VA8kt0G7gKKW7tl155DRw80NAORAjFyBFKtrTuyZN3Wtz5ZtfCLtdVAXU2tNpcbUDaZ0m49MCqwKP6yaMn6j1dsOtJkDUe0jHaaeZ6pVNqrBvcebACMBArFt7s4Hb9y8853Plu98PO1AIc4lz0H6u2K2+nx4vj3HDgqsc29hxo31e7D0X6xtuZQQ4uHvTDrm60Aq298vOLTVZsBhrfupuImYEjgbRzAxh17AV9xYMDG67bu/mLtFqKA7jtSd6Spdv8RwNH3Pl+7aMm6GlyRZisuY7PVsaa6Fh+r2VW3F6d/tBkoFSATx/nloQacLJFUxefa65WgEzqz16e2OlwWAvZBgO224rixZ/e3O1grs0IxZQeK65rqHEJ0Xc1/nB8Zn+oz+KWiEG6uH89qiRh5+kRCaAn2pCsoug6QGQiHbC7FjI5a7Q486uXXZBkcM6mjwaDB8LIDUF9c7ws6+Mi5l/K0agg2QWKAJDoUlXEmbbBZjOhld+5Um0EEkry5IarWTuV4xwXb6/5BtCIGzrSS9V4Pi8eNFp9HQcvKysqp06bPfebZKwdrme8ND3SRJc9pgbkDDz9W9cSNlVXM0Lzqqqt27txe4ulPnz4Nm/zyF7f2Orz81tf+cDnncD/66COL3XHPFCKYGWaUp51KFda3TJhI8LKxef5zmv3QmIrBC//Gi8fz28oqYqKOGTMGzzJ68KJFiwYN0lYFI3/2YI+xZQZkfv2PUmk+Z84cZpfRcsnIMEolrNevWp2uJqsNrdlmt5IzEBkVOBXF4nCalYsm3nordvXgT2f2O+o7kU1ux9unzO93eCnt+dMel0M62tgobEzcIDza+M1Lp845kUci1FC8Hn/4YW/90QgVmIfbC43hCUwuAQkkeoM0oSRF3SZu8uqVxLTuY6Wrtao+Q7aR45MR3QFEU0oXkhW/0rprBuWYMOmz87hXkKSbfa+oX+s0Ts2hm7QxeSZKadFLP1UxRMxlGjZAiWCWU6TQ//IRZiKVSJZduNFdBqY0QZjvf7GOQObq6tXVtRu370UDLNq6ez/woT8YJmmgZAro7uDR1j0HGg43Wg4cbQEWXb5h+xsfrfh4xcYmqwPAYtf+emy+eE3Nyk079h5uqG+xHmxobbI4guGIGghJePPdxWsA8wDAHLg4/gAwZEqn0kVjMQBawDwczOdraqxOt6wLNITJS4VAKALkCRz7/pJ1S9dtBbLFAmDZhm1vfLwSewa6A5gD0vOHgtj5oYZWwNFDR1sON7YCBQJhvrN4zftfrN2177DVCUzsB8oFUn31g2U4ccBIIE9sApCJ/bz16Sr8a3e58e1UA7Wqeun6bQCTTTanw+NraLXj4rz3+Zp3F6+WKC6uwN5DDTg1HHz1rrqDDc1HW2z4DQV7V1Vv2g6M2RIgd5g4m6YFpPuhZ9qdrkarw+Jyh6kovrMO0LP726NelDDKkDuJEGqdmUiYmv84uQ9zGYvmT8QV0Gp2/XhWwy9DwZjqo5WmCnQXKYgw0YKRsENxmx09CGFKurmnCNOs288MGY3xgjUj55opeukj785oTn5cqr/FiazLB5ZWtcl4GCAWAFPzHKd8jYntUE7agpQcMM45nQ5FcUm/+i9+4SyEuC7MUkVRbHZHs8XawKaHOcp1pbdHHnvMTL+8627CIfePKlrm02V7bjzFYR59dEaJF6G6ehM+f/HFgyVt3bvt7DMpNfzYY49ZbLbXXn8D7y/U8+M/+o/75ZRXrduwdNnym2+6SX6cXXl9v6PBPmpXDSCwvWzZMkOJaPivb7vlK6+WDy8zIPMSWqHMnj0bE7RQ4Ng7D6OGD9Ot3a00WnUV3BYLICWApYvJH+jurQ5Hg873eOPtdyjyfOGIfkd9J6w9/c035Kb0O7A0t7EXETt30QeLLFgUWO1vv7cQP9544ZgTfyRP/2bGoMtppJo0YeKRvXtIXs8QRpBpK4nxNxoOBxnoEbyME3UNmIOkXQAlPV5NBU7gZZh0fjSRST2dTfoezHsXYxHx1E5JSNN4CcQkEXUm0mNvWCrZ7XZJLcm3s44f+Y8bnj68ITstRqiKAQ2TSJKkpzMl6i6vDzOj4f2nw8tUQXjJAczyzLU1Fe5SGZjHuokwPWpg/5EmIMDq2n0btu0FjAT0emXR0g+XbwCYVLzqocZWwK1FS9YD7K3YuH3rngNEQnQCO8WCEUpJ1+zav2jpeqBHgMAoSYJGmELWBcI8piWI6bYFw1EgN6BBfIsZYb73+dpl67cBXgITRkj7IhkIhY80WnZ8eRiIEQBv/ba9AHtvfrISOwc2FkgsCBMoccvu/TgkdCOfPwBIvIXR46erNlscLoDbtz5Z+cmKTVt27W9osfmDIYA8oMGGFutnqzZjbzgYwMe6w424LDgqbLi6phbnDlCJq4ET+XQl1b/X1h12+yigzUqhpLKILoeu1WqzYZy0OBWcfueTbHcZtj3uSAbfr3OXUulyIjCl+497YiZ/IpERC4aDWfXj5uBkPBINqGFAo9bWgL2wHqa0UDSMG2129GAeZqjzuvvOT1N0L0WCAm80zVt2h+Q1o0fEXXO+wrCUJVp1CYq1pFAUCQFe+tl/nNL6Haa6qrL5tIIwBV6yCNgxM8KUglxZdqOzOZxOYKcWqzVHua7EFv3TmGuuvfbVN978g0lgHK9t07sXwDRa3QyNlHn06JESVwq3crTqZyfd1evw8uc/0YzwjtTX5+THv/aVORddSGJKLyz403Pzn5c/TagYtvhvXFk9p9UOnLq6asoHVbfPq7zpzooRwwdklhKDfzfmxm8/21vY0mjjvvZi1SUU45o5c+aTTz75+uuv2R2OVrsdTzoa4KURcq8XkGkhkEmrKeZkGjVrR1utt02ahP3c+csH+x37nZj26A+epWzCFRX9jirN7YFz7pQOM2nSpJWrV2/YXC0/vvzLp078wbzyy7miCT98+PCazZtEYDzNGaVgiFiXnE8kxwqdyt4u6ouigRnU7LBjWt5QCsPbMgU1EvARK1UBnHqxj489T7WRl8iWPs1TVVCrzW632WxOp5NEjEMhLdtuwqWYVgFkRTmEbVnUUDjEQkNZJUsevz8a1ypzDXiZ1AtvzQgTKLStjABmRi28+wy9UrLkiURSDYQAFnfWHQZqAqbCv2u37Fq8uua1D5YBpAGq4SrYnG5RGfpk5aYl67au5bzzoQbKkvtD4VaHa0fdIXx4CSNDqa0wtOVxCsWy5MY5Auz5/MG6w01rt+z+aPlGyZILwsTxAxUfabKQgg0ViSdcHt/u/fXAlpt31OGA0VZu2vnOp6uBCXFUDa02nLggzEVL1u070qhyXQ8QIHDgnoNH8TEcQ4vdiVvz+ofL8X7Hl4csDiXKKt/4CqtTAXoUhInLJfVNC79YC6yLK7Nt70E0YM41NbtWb96JP+Ez2LPQNkTFMc4amK3sdIyuFk8U9fHpGcO28K5KYw8aGflONJEkVytFygXqx8O88vJ5c+rHsxFmNBoKhNyKv6UlYLXgfUEqpiBMl8fToiNMzDtWpyvcfbUiM5c1TBUxHlal0Ny4OphQbTBeMLzk8zw7dN/bVNrQPSusySnfhZWyP4iVC4aIoCGxLovoeNmuTLiVGABlHY0VihiKAV7+9a9/FSa5ZHZE9YXFDMkPHSObFZN49+OZBt4YMmToU08/M2QIga4xV5Va5pPfpo2hHPmCBQtwFjyAy8UsekO/+GLxAFYN6nV4+e2vPyZOPYsXLwbIueceis3++tTx8tfTf00RyzsmT95Us0WuwPzKm/sdEPZKu6Vi2I0VQ0YNGDxkQHYJlv6qumjomB892uvYMgMy/21BFUuhDuACjQMHDuS7wxhNIplWh1Ny5c1Wu0BQ/LtkxSrsoWJABUDmzO+9YAZj87/27sM/mnvraffIt4w4f1S/48Py270/fxTnMujygf2OKnParDOmXn2pRtJ++JFHpk8n8diJ59/YLwfz4c8XiLslRVYXLaIZJxbBUMweFlqlJCZiYVJiYtAFi4g5meOIoYe5qPzcPOZL5EevQyf7C1GLZVMqrd5HBNspG47RlxpF4inyGSQ9EDGL5JIiLWQTiUT9rF+kuClAKlXtooBtbv5QMMGUOW1K4uR4Drw0MTB77rFejuNh55U+LDqdDoUjAG9b9xwAdtq4Y+/+o01YMx482gxw9c5nqwVhBsL4dFSU0uuONALFrd5cC2C2YuP2+har0+Nrsrt27DvywdINX6zdYiBMiTkLz62TSh/tHBMJgNgN2/Z+umrz4jVapY8gzA+Xbdyya3+TxY7PC7wE1l2+cceyDdsBFxstdsBjAM4Pl27IR5hAp/hSKUwuiDBxjp+s3AykaiBYgGHsAR+QLPmXhxoAIPFmITEz12/bc+BQY+uhptaDDS37jjTtr2/ChixcH2LLlQ6Bl6KBidFS8WC51FmNT68wMDXpV2EPduW1ml1VVDgTjR6LY47EImq2/zgOFw8O2ckF1GAkGE0Uyo9repgxeuSD/pDTGXa54pEwVb4UQZiKx22x2QGKSB+m1YYu1ANPH2M08LLtHY5ciytyLgMg38cMGXT/GEtA5KBH7bKYJNQEZBY8DE1fiFSw/P6guHoZLswp44b23FtB3O3jUVmJY33Ebgj0+stfjhN7h51T2JXMn2PGh3O3O7sdz3z3/UW3TLw1B4HU/6GHAcy191dJzDAY9DP1N9o5+xfXSuwpf/Qf9/c6wvzt2aMlXQt4+arkxy8YKvlxcfDBa9OWbfdMoTLqWf9TMuMzuGC8wOuKiit/f+2IU++84TtzJ/7TW30HL3WQ+aeBFw0ddgaJjj7xxBy7M9cdxmgSyQSwJEshxd1qqivHvw/PeNQ4g2EXXj3x13fffcpD151zU8UVGTlW0Waf9d0/9jtELLPddhp1y2GXDul3SJnfPv7ZS9PPvruKC5EGMG0b/z7TT/7paA/+VivHe+qppwy6YzQaJdYl06La2E+HQR0RMsORUCKZxV+SsEAipflHJk2RB2Ou1BUyI4ZLoy5QSbl1QrahgNsNaOnSC3+SDGwpUIPhj7wReWTmhLlPBm1GVVGZhfMlPYOYMUWPpS1JktSFSsjj5WtgmjhdaXZpPNZ9hAmwtGrzztq6wxaHSw0EpJGpYSgUjcfcPnX3gfo1NbsADvEvgBNgJP4Fpnr701WCMNVgELgfe7MrHjz1gHPY4Zsfr1i0ZB0Ap03xNDtctfvrFy1d//GKjYcbW1Q2bJCXQHTKIMfj2WpFlLwGjCSFSZ9qtbv2HjgKbPnh8o3rtgIGNuMGCML8aPnGbXsOtticUda5sNhd2/cewi8/WbkJn2uxu1pY6Qi7BQjcwjLyJoS54VBDa4jjpQUR5jIqQt+O0wE0BYh1kOQLhXPxGUGYgJGHG1t3fHkIu3p/ybqa2n3765uBMIEz6w434vsBL71qQKQ4pRBD08B0uOwudyAY7DyW1SsMTHkQZLFjROGA6LixYABbshorHZGI7ETdnWLFyTjXj1P431w/TosvjxIIByKJwvnxrBaLxLBgDPhTABh5EX5p4WjY7fVY7HYOu1nRK/KdoYqfuOYGK2oSoltOQUoWjpb6PrZNp7okD2tH5HMvsweTVI7RWMGHl82bosFQkEP4IcPbVGK/hDDZdaLH3BjN3T4SMvzTJT/OGgVUZoWltMPpcDPIFH9niWdyVbtfyn8cHM9sslgbWrqIZwITYoi+4cYb57+4QKw6BnQqtN5lGz9MYoaf6WIgMWOdbgoOZy7Om28S8PttH0isn/wzkksaPXpUU3Pzth075dQkP/6Nr8689BKqcHn51dffeYdqK64dcOWugdP6HRz2Shs0gKb+YWeOH/6bW4edPmHomeNHnDoZqNJw5DlhbfxXX7rlK6/Jld+wcaP0yWK9saHVioW5nYrKnY0Wu7l47dMvls6c/cTIkaNyIPPEiRMfeeQR0fC86uKh877+Vr9DxDLbjWcROXbUxSP6HU8Wa2//4rl7fpdZkF596dB+PJgnTp8mh3Hvvfc2NzczWEqLHpFe2e1ndOcG9kkk45qrGgNLzI8xkmWOAPOpgaAaDAH2FfTd68h17NUsgPk3MR6rCcFy+CIllUCGxpEUu7HAnFvUGyTDm/EeynYgQgtEwgkOUSbShSMz8fI1MMngz8zpSnULXhoIUxLTgGrVtXU76w5JA2QCQAI6Ajzbtb+eQp0rN32+ZgvAG35cv3XPpys3v6pnyW0uN1BlDXk7HsSG2/ceXF1d++bHKwEp9x9tcnp9AJl7Dx0F4Hzrk5Vramr3HjwKtOZUPGzBqYpOIACeWXEdRwVcV7NrH3YIWIj3n67a/N4XawES99U3ebhOPx9hitN67b7DODDJYgNb4qhWAvF+QgVBxRAmUBa6RT7CPFDfjNNZvLr6w6Ublm/YvobcjnYuXk3anrJ/wEuH23ukyYpfvvPZauDw9dv24Bu37N6/YuMOXKj6ZpvXH4xSnXL6L385LhqYNocTQAlIifObXdT4lMnANNiDhCrTCdIXSsTwvAB5MPgIijJVHP3ZxAfu0B0q8yOZDJOSkSi5ckjAn9VysuvHo4Xqx/MfgWQsmYiiC7M9fS5LWYthxsKKz9vqcGJyQWsFwMxTaSh+9dq4gi+iq5F7Da1yo76P1MhZ9zLIcv3FQGPpCJN5nkkAS9aUDZrV2nsLYWru9iQ0GjIzMLGEwSGKlrVU3yq8cGabeJ8BMjVPNB/53tocdkzaLZbi8cwWy1VDhhiTxdChQ0UBsmZaDwOYC+8kbHPHHbcfM9JPbdqFTbB1YE48U1Gc8tXf+3YvS6x/5xsZ2zur3SG1S6fp+fEzzyCzmHvvv3/fgUPDhpHA9RtVt/Y7MuyV9igHMCuuqDzBYLKTNuqnBAPuvPNOPIkEMotFMimLYW2yUC1JDsI0PrB6/cZ5zz9/5+TJU6ZMuenmm81o88GfzOp3fFh+G3kuqbbefMHYfkeSnbeXTp0z8fwb5crPOOvefjySF381e8Sl9AiPHTu2rq4OYz8bT4d9LPsmKuvMjEqI29oxjqLEEnF/KOhwezD7AA+02p1Wp+IuPvvIaCZqIYY/IGZPIWoKt19ClyyrHpAyH81xOxrhPD7FyTJpcd17KMeBSBBmF3OraGCWV0yqQebi2czOm1f1AxYCGn22qhrQCNhp3ZbdaGupkaZ6fYu1xeaSGN1yFpasrt23dfcBEfBZ+Pnapeu24jEHwgTU2rBtz8btX1bvpA9s3L4XqGxV9c4mqx3w0RcI1DdbhDO5dB3thICZQp5HZj20SCTiVAzXyE1frNkCULe6etfKTTs/W10NhIkD2LL7gM3liSUS6ABurwoIt2zD9t0HjlqdxEbDrff5A9g5Nlm8pmbD9r1bd+8Hcl5VXQswidOs3XcEZ+RldfSl67eiNbTaI9GYxDB9/uCBoy2sTbQdJ5VKpz0+f0OLDef7+RqSAF25aQeuEj7w9qergIEBgIFX/aEwsGLNrv1LRDNzcy2zVetwFrggTRYHe7uTLj0ZEcbjJLhht5PlU5CytF3cYqrhiveYs2fUPqc5lh5nhclAOOT0eK1OFxpOE+/drOAUjABqRoE/RRVT7CBj4vVjimTyUxOX+hGjCpvqxwEvuQS7aP14kUVWOp1gefVIIhaJ4wD56UhIJp2NIx0eT7Od1MIbrTY87/4utEO1uCWGC+xNGIleZk3rbkqa7K2421PJDzO0c7g3hRFm9mMuMtFm5G9obAJeqiaFIvNfy0eYot5PDEwScGsTBqbU+GCZhdPEatjpcmERY3c4rDYbYKSSiWcGjLw5zhrg0+lyAo4Wi2fKBDH4qqsG6/JEeD0wuocBTGXOQNFd37ZtS35XT9It06zVGWTS5X322Wfw+dN/fVOvBzDP+S3FtebMmWOz21957fUBpvy4aGNeOfj/Z++846Wq77z/x/Ps82SzTzbZ3ZiN2d1kY2LsvSGICjNzK71X6b1JRxBUBClSFRQFRSNYUGMURQErzYpIvW3amXKm93IvV83r+ZZzzpypd+bOwKCbef1iLvfOnDn9vH/f8vnUHjjy6dKHlsLP03X9yk6GpRocwOx19fiyg6V6VHfE1owXX9wJp65auzsLZ5oy6ruephO4DvPpRjavr+xa1aNzLz5vl/1qc9n5sPjR8w7crskdxpSdIfMZ3bvgfaNSU/H8n9aVcTWe+9O6kZ2G8mnwxht/gXm2y+GwkzMF4aU/RZWOWoZ98LhRaRoYG/LOoMkhTVQsYYMepbYfnjvYvEDFmfztmFBDFfd4LDmCkZEwo/T48ATbIkx6tuajeZJtJPKnsXaKHXn9/m9ON3786bEPDn8FA0gMkEkZnx07hW3XDpfL4zXbxC+P1wHdHfryOPz+2OmGL4+fAYw8+MVxeAcgFoAKMOQX35w59CXGMI8cPfHF8dMw2YRjFMWEbBRo9ujJegDaDw8fBRxtwPZtbwSbX2LMAJTI88ITH37faBTgzQe/+IZ8dmDdjn7y2TFYONxSLKLT6w9wLYTH6/vqeN3hr06eaTLZnG5Afy6nBID8pk5/6OjJA1/gmnx9qv6rE3WwmbC2pxuBL12wBMAqwGYYgt0RxlZiPLi+QNAg2A5+efzToycdLk+8uRkedcCHgK8AonCCwQrozdavSJuIqy5haoPVEuEwLOdkgwE+CKsKXwQ/fHmiDlYMlhOORDliBjMU2J16s2AQUDM8mlMzXDpF4wXU7KXUWKp7nzkHTXjpt6MOp6UOcMJgrDeYYBbQaBKazAL80mCxmtFRwOH0un1BfzCCwBmmIXWXyxWA7E/EGpLoOxCJiFicbPOk+I+3Mc9C0IoABtrtfosl6BDDPk8sGopz2UsIrnssUNELAhvGwXoCJIVydmFz3JJcGlHokjPFnBMngGxRlMkdDofksYh/DbepHaTu9JEJEy9hdfUC4SUmPlCZyuuJUHNWSkkPy2VEi6jDhKseHffsdoAx2Jzvv5cIE46Fy+3GUnK0QRHhdthkNNdjzMcIACmQBjs5lCWKM+G6c+WMZ7KoHb84egmvvQVqYCpjLSkUPfDAAxl3L8nRKXVNGLr/+uuvpk2fxl8KQPibX80vFV5e9seJsMzBgwfr9fpDhw9L+fGL5/yMen+6dsX13Lb9ud273+Y/7amcUXYyLMm4AAOYPIZevAwzqr17NzY1MWFOmz5j8k9ezgaZGfESbtGNBpMepqJWy2ayxlZKMQE1yw6HJRk1d+MlOf/mqWWnx3zG8usW8P6fetvYsq/MjFvH88qsX7NWFCxelysEN/9I6s0ffg5HwjanC57vig8aZtDMVpaFyQcv4ebMNj38iOHin3A4DHddeCrBYKdI+FOIgmPRmISXXMCmQKY6S44tydSw4M2DMOMt7VdZT1Uoahemck4ZKOhkPXampAy4VAHXYfsBveCZrrwTMc/uALY/3Qh8YgYAC0ejgVAI3f2MlpP1huNnmgDG4A3cQcPfFSbfn3q9+URd0+kGg/zXOIWSgPOD9MjzcQTD5w/YRBd83denGr46WX/sdCMAHqwAICX8GbmUYk2wVoDAjYTBwKYRQgg8iNGIzeVuNGP09VSDwWS1ASHDV8PXMl7Cowu+HT4IA9Y/RpGoZnIOAr5tMJi5jx5owOsPwm9MNhHOtEaTBX4PCPrVifpXdn/4yu4PvjxxxuZwkjV5cwTbu3x6swW+Eb4X9gALb8KeiVOTNWpgejwCeZ+ZbfY2e1USPT4klZDPIT6b7IclJ8fhUR0G6guEgh6/D4taLbY6gynjTRuupgajCYjOItpdPo+fvHjQtYdC93GaUkWoAhArRlwuqX88Rv3joqTclQ9bJiL5sUg44PdZLF6DwW82h5yOGJzSQJjw1V4vXJ9ARQ2kFg4XOBxK+KJsbj6JDnc5bsk+3YobLBfeUA8OelwqjngA8NJOky9Gjv2m7k+5ljURxqQdomhBwKdQoYiqPeHlV1VgqhmVZg3hYjp9kDDtdpgC+/w+ItVmts1lHyUzirrYYdKnuOzBwxqgEU5Jg8lkJqEMTByoijPV8UyzIMDb6qnZPAUs+bVpbGE+Psr4WlYoamioy+PMD0fYWj0W2b37zSFDhvBnr7tm+C9/saRIvPz1Lxfy0t7avdtkNk+dOk2dH7/5RrSfm3/fQrh5sETSqop7yk6GpRpSAPOaCyuAyaPH9ahsv2bNGpgNKedbPp1o1Aekh8kUTKkALuHqgLmT0ShZ2I8cORIj0nd3KzsclmRUktjj8msXlB3Y8hzDOg/kA/H4+VVfzzgW3yDJ2943f75btDfHomdTNUPwFhQMhwS7A2MvFH5pohQ5MEyK+15ynY+kYsRSOcAzHL2U4xuYvuJCMm45p07nEA34VITtp1MJM3kohOnLriCt9Pg0txSBlxwJKU7BBnYLWygCRgJxpQw/tWazCab6nfR72COAGYFAMEhqS6gmhObswRAAmwu70f1BKqZiEpCQPoJLgD+5PT5gLZKcCspuSi3UVBXioArKSfn8TrfX4fbCEXX7cGXg6zxeLz1SJZVCWisAkWAEMSxGlQ/UohKLBgBTaaPgv/AeXnlecy7xgvfDB0k/M8ZtBfxZWJQ/iNsFhxN+VUeUSwJNn3/06dcff/r13k8+/+vegzve2PfW/kNA1KGwFBnDx2I8Ggzh9/JX09pyfhz29lnYUtHhMAkWE5Fnm/MguQKz7diami0JlVG5i6QVYlx16fV7XUBcbo/V4aToZWb3QMBLuJoMVHBittooyeuHjzNhkpgnKoBxBaCL5mUcm/VQPNBNyl25+sezQCYcw6DTERAEhEyLJRYKNsN16nXDTM9sFqjs38AVmDB/DGPBQGaNIMVRkUqmYT6C5a8UKMa0ONl0hrj6RVI8CwXUrUzqXnv8mQppmml/qoTIUiuuFf7n6C5cj0RrLp4upcRalerWKBWBtzt/wTFMswBHCQ6pA3c7veBLSfoSZzForqeXfHz4+Uu70dBI8UwgSc6bs5FKIp5JBassngnvXLV6TU1NjfKsf3dWxeqRFdZl7WzwmU8KRZs3b2rrZG7hciZSmYjyHRv+u337s9yaCq9rrh7x858ubzdh3nYrdqavWLkC8+Nbtqjz43+i3p/effp89vXxJyh1PkzXvexYWKqhBDDPf0dPPmPkzx/n4ztz5kwp8FhZmQ9h8hwK5qAwP4JLIET6Xa2trT169Pjqq6/g5BlLHWr3/faRsvNh8UOnxeuoLDqT7RubrlzGR3No5wFlXxkYa65Z0o1y92PHjDlz5nTr2ZT7D5IAsIFFdMA8HSMpXi9CCXABPARjKVVPUq8ihzUkJXZ8/mDPDtv0cBVZGKOXXir7FIGwQiSgoRrhbG3j6ZAJjw9/TsKMFNtJ2kxV8RFenyLdmUs1zqKITQvTZizOmoHSs1vJ3rJePWtPsUwfkCy7KhNkYvwHHnToG+YP+PyBIAUA6WOohsreKDlqF5m94zShwOBSc1LNrXpNshNas0xoWDYJhHn0ZP2+A5/vfv8Qlqd+/Nmb+w7+de+Btz9AHXUAYEUZPuX8BNIgvYIAC14h/AT9VpsNCFN0unwqtc8sO1OJUec1g1DhZZwj6vHmKNdeBsNBYEUbgIdNBEhTvDBSopf1GLq0WOyi1YEBaqsIG+dFYfxISFIWCqHwAtteY6zSL/ViR5CcUUvWhx6LoUSDG8lzRbJ4jicNWEe/FyDTZxH8dlssHIRLNghIbLU2GU2ngJGaDA0mAV0M/IFY8n5LdItTxYuLmvLsstYZd/QoPYNc/SIIAqwtbI6C7gmnnuaYBJZZ6qszjrg0u4lHJZdbfAHvpV+b7CUkx6XbLyIBZxeAJTqP29h4guUZ3ORo5rKxfKjs3ZztWWwSBPi4A5M4bqXZHF5sem61WvmhMH7CBBbquadn+9UvYeydzQpFveEaz/eWQqc0K4Hw7ddms65ZIxlkazS6a69uT3Hm5Zdipmz48OF6g/GTgwfV+XEltvnCSy8f/uxLBtoXKieWnQxLNaQA5rVjyw6T2Ua/P+HJprhHDb14WW6tA549cR0IFvhQyIgnlVu3bu3Vq9f48eOXLFkCP8PSRl83qex8WPzgPVN2TitoTL9Nai3ve1ev5deVP/r69OWrhpIJEcyg9+17Lwa3l0goSklhjkB6fV50prbzcxAef6FwJMzVTXwP55lvUFYoYjk4J+mrs98kdZWGWGWFo5ds4uPxuuEGztlANWTmSZg8Atk7HRQfn3Y/XzjFz1nLbPGcsoyzMuPx4x4G/JCiJ89ekLwJWClHEjHwaKOQjtz8S5r2zAlAaIqXHz1JcxGm/FRCzqVqLkU3IN9SVQxjSpFDjEx6/UGbw3WqwfDFN6ePUJv84S9PfHWirsFg5jhk+s7nTaNUqYu7YFpIccvpcposVoAbP9mY5lgZ2fW7sBi11EVCMkQ8haGkNpYzur1ui93eZEartYzRS8BLs93mcLsQ7oNAe35vwO+DwxCSKyoxjBlgNwR4ysMh4/5xdLby+9h9IECHW4FblOqSNZEyyhAlBnxFBK5gPwBsKOjno0aLdTaaLaf1Zhh6i80jZYST9oZ0woSILbmdR+4Wb6W8OFza7AZLhYvYWG2xWgDP4E6i4GXCqSceTYpVpkcsMxMmVmPivBKld11sVhvJFGstKC6dY8Atju9mLLnGsUfqmMOpNqqtWm1q7+Zs+USD2WIWsDiTXMwcajcKWBQ8ndXJ8aOL2ll7yWN0Lwy8vPrqrsJuKXJYHs+oGBdnhl9//TVlrbp0qbrs0gn54+Ulv5XEt3fvfrtBb5w8ZYo6P37bLRjbXPzgg0A19y24D36epxtYdiws1eAAplajG/d/nis7SWYfO2tvG6g+8XJrHfCMCfASrn04e/m+dPTo0YmTJmnTXrV3/eAT5Q/9eqOW5OXLDmkFjT9fuqFGkzCKGtlpyGNXPlz2tZrUYTSvz9NbtrjgCYiNP5wBw//Z8D8OgBC4Jfow6uXDuBfBJE/DbVRO6SAPOPg9llNSNWWcfK45ik4ifmHKLiF4BoN+ro9qprlzOmFmy4+njGAka6dDkT4+XGxGLe3B5ky6TOUd/LyOxSMsqB6ivvuM4Rp4LvvIGJSrwmjPM2S2KDr5cGTZbwUggT3n4UjFs/cRS4N0nJrR/VAu5ZLFqeI53VhYhweDdRTgorOjBT7scHuwdrHJdLrBgDpLdkcgi5M4bD58kRcb5BGG2S8GTjdYeXTUtdrzyY8ncqmFxKgTnUFcxSFtaQz4zeVxw/S+PlPtpZowReAUn8cTAMgMwIB9DbzixzBmMBwNs746acI6YM7GsUHGflJldIfCaNkZa85AmAiZ8Ug+sU2uzITTxuX1CqKjwWQ5YxQaBKvF6QpFQkrdMp5mUqEIpiewbceJuW+31xMMBROXNgIwqiqxsYKD5pdIyC4HnBLqM5YIM6/JY5bMRUTuLRLZ6DZlHnRWpWNfpJtPq1wPAIMPMVw7sAcQDGk4XC6Yy2QjTHVPBKq+GIwGyi1S/MfBaQIvVqngjfSJJ57gFvIZ/duvfgnjBVIomjhxQjF3lTjqmuKsf/bs2bC0iutGa+Umjjs71/7uP2e2iZf/8e+SMt7Wbdv0RtOmJ57UUn78Z5Qfv/xPGNscNHjwsZOnXtn1Kvxcra34oGpm2cmwJOPzqnlVrIF5AQcweYz8xWMKiug0FevXrzt1+pRgsTSSTmbKaAC6tFjI/QTTYXBX53AlvHp36rfwtyuW/MfaOZc8OOmK2SOuH9+/w+D7frui7JRYzJj7e1Q2qNJUlh3PCh1LbpidAvyPXbW07Gu14CZpyvnQgw+KNsZLvovDfdRF+R0P312VAb9kew5F6YhkvRWDHjJWaeHcODztIjjrp25KryoD25JGmGFZxSUvwszeS1uMjw/n8ljTo/jn1Dka/PTnhyk/B2G/pXfNM84lCAEPqNLRL/kosRcedsjilMHuRaOl/NycVUWJmCyOhRW9fS6vTSc33rcRkvgOBAOsqnqW8v5RjJKF4KELj14/FnaG41L1ZobnIJwnIs1WwuTTDSsfQgVs0WK1wnTIl0WvVT0SKgHZfRuznR7MXTHJhg/BCdYH9qzRYq0zZMiPq7PkjSZzk1kwYurUBQOg2mS1waUEEzdYCOwTO83sQuiifpaPi5OKHuEahL/iBZKBJCXczUieGWObgIW+QFAQnYiXQEEmwQLXZsAPn0rg5VlYYtjrk2YoTqfTT61ePHNsxpqKCKwVrC0qQoh2oCasKQ0H/agSb4MDFImGkw5cmtZl/gOOFJy35Djm5AAms1/aMZVCcMVXtvA0kyPhsgISFpn7Aj7BbkdbZypeze0IeVpKPhrq9QaATJMZMBMlNEWnw0VKnrBFe/e+h4mtGq13Rfvx0rasqhu1+HzyycfF3FX49N63by+Cx53dav/hGRgVNw5XHlgdb+/1q3+9PxteXvSLJXfdiTWlK1eu1JuETw4e4k9xfvw3v5rP/3zltb/U1TdyY9GGilFlJ8NSjftlE5+xP9lWdobMjzM39rpWSq3qdLqXXnoRILPJYEgZgJcwLaLnQvPRo0cnyaHL8VdPLzsNnosx+Yo5sHXdutSWnc3aMbZd9uisWyYBHvMx6nl3txcu3VD2tXrk2vvYhGjq1Kl6vZ5loLEyLESVYYQNnNthE14sHgsDClKsEqOVzazfTtASp87lAHeRc1pctr1LciIukjBzqLW0z8cnofIXp6DQhVSBmeMhiFwX9KNvO2YSM2y1oolN/oMiP51pKnpWUfnDLmxS3YfDJPMhZUvzaa/m6Afq0gcVwoSvk1Wdpf4gKXcPPBYNezGI50/hQOZh5SMZ6zmpEg/7rElf0cWJWi4fhdug2Wr1+H2RPI6aUgXRjlyqwh5cGQhbEQgF7Q6nUbA2Jnd/ZBvcU2MQbA1Gs94sOJxOiv+jIQ6q4DgcsDe/+/77s62tgNCUSrD5/IigsOsy14SoUucSZMYTHXPqqCYsIYQoG3R4vE0W+2mDGZuPzILodvrpLAKI4rg0smLA53Jj+BQLqtGUM8ZtR4rDLDtxU1+1DQgTPgJHMIROizZgTsySp+lY5pMTTx/8dZQfl0o+pGOnWj7nx3N7IxYz2McTTjC9YMmnMyI9z8jP6y++/GrT5s1mwewiJ6CBAzFf+eKUdjaP81hHCkWLFy8uyZaOG4ctG1W/W1D7v57jUfPPG3Ud+imcecvNA7lnRz3++R+Xd7gNVQTnzp2nhxPbJEyZgoqXSn789g694Z/LVqysazKsXbsWfh6j61V2LCzV+LRqbhW1h/S8fnTZ0bGgMeIXG3pdK9lIvf322zCfJYNnfMEPNpQTTFSkzJuHMeo+Hfsv+q9VZUfBczRm/AlLhWu6VpcdzNo9dly6cfYtk/mYDrkwen82X7m8/514f+jRo8eRI0daMK3VTGktSTktJGuhwz9i1AUMD/dWaiBNOEYQMVLLj4dDHyxXwmpFGWMOYXwlE2Z+pZg5Apjt8/FRKXiEKe+cIYZ2oQ1FXxr2G8G5pDKU/J6Erx9q7DvRQZ5THnDsFB1pOKxeYgYOQHk9WCubp0um1MchdQRH2apJ5sygOqaEWuIxfEx7Av5Y2vnAYSKGzIyEgHl/FEJ0knp/kM89uAECXmIhusUawARuG0dNkezON1qb9nHeTO5VCUdRlwl74iw2wSaabPYmc9ZeclX+1Ah4CWgn2NHXkgseqE3GzuQMeBlEUXGPlDQH/IumgmXKQBNVaaiuFIptSlFNupD9gQDQOaxnPefHTYLRYrGJopPqDKnIES9bG58GlBOPyd3iLSqHWa6NgTeg3ytd6/BPDP5HQmhzY7cBaqq1wuQesYIhk3L6QUkciaoZpfLj5iQtMiUuXWQFZrYBaw4ntN3pajSZCyVMudMcx8JFaHPTs2fPJ598UnoEdC8qP37sfileUVd3uvjNfO01TF7rbu+n4KUyqi9+SNe5B3+XRqNLUWi/8XqMSY4aPfrUmXrAy81PYv94p049+K9XXYE2fCNGjoRd8eEnB3ghuyonl50MSzWUAObof3qq7NDYjtH/j1KC9fPPP4dHg+w47I+glDFXXLfAo/qtt96C9wy4bWjZOfDcjfv/czVsY4XmB1aHmT6m3DZGijbfPqJc67DhqodGdBpS26WmQpMkyPbyyy9zNoz1kxEm8b/8A3Dlt2xojvo51DPikDPmpH7Jyt5+Ul8JyRV6qbd9qV87kgaZ+fX7ZFX/K9zHR81gqr6VCzd6mTIUXUeWe8oRwEEvPMIYmJ/CkYJt5liZlPeMRjxejyg/x/1+XyQMdBEp9JHN0SSekigOTUoTMX4LEKbfr2gipW5F9iwnHBqKiotwdvF74NSx2u16TECbLKIYjoRzr5uS5m6fDpVSrobleaTcCGgH4AGTKNhlZB/vMdvERpMgqciSajH8nB7YrDMYDYB2TqcvuZcEdjtXmLgxB80+jO6gbMSjnOdqtpTbecJw+cAO5xYwotZAIBjgqleGWGyP8nhQKtxi1QtWvcWGVjQIsU5u0ObdS83i2AUWQqmBOF/2KQ6zXHGhiEiQu6XIfYJckxnAMHXiEEvVmM2FVWPiJJTKPFyS+xhybJg81tkCXi0hxU2IpapsOdsqCWRFqZkdTi04ytmUTvMcu/7yBoYHk+612kl9iyLMBYNxcY8//ljxmwxXRP/+GKsEmEwnTB6Vf5it7VLNa96lS9Xll44ngMR6/u7dux88eBDw8qPk/Dj8l//513f21BuM95JOzuKKIWXHwlKNQ1VzKimA2eOGUWVnxXaPPldgzLlfv35NTU0RelFQqJWFyOBKpFIrkdvTHrp4Q9lR8ByN1f/yjFTOUW5ELH6M7jSMt2XltQvP/7ePu/0ebdpLQc3Vq1ejUB862kjZcPUrFouhBCJawnmAVdj/gr3h2AIyW/tJgigw64QGMeFI6QizXT4+aYT2A4heJj0Kkwg5kjGSyaO5BTUzvT4vMaRTiZVJvRvftspOf34GCRLTdqt9n/Nbn4RopGwSjbuXQ0xBkiX3SkV98ZStULnAZ+AE+DjDD8n4NJN1oMdssRkEi0W0u32eHF6H8rGWqvVQL7HQmYjcscJDYRu0XCe6wwb/UIgMfUizCPBSb6ozmJvMliaFOROEaTJSX5I/BIjpp8pSES4cbvlnbU+L1crMyQuPJgUtk858UtQMcH89IyK1ddusNDioyE18+AdRtDmwttLhcpFuKta+klpEmOsY6QKMSbGL1lbYZviTSzolOCXhi6DTZYzTF6FQgLBTJJoNst+iz+eF96T4rRdajamouzs5WU/3Fp6DSJ1WpIAUk0sFShXAZGWwSAx9zVwejz+A4qsmqy13dLrN8eaed/sPQAWPQd10E/vgnfbZiUXlx1mhCB76Pp+n+K3etg07OCpuGp4NL5VRcdWERBPQnbVKjtVitRkFy+TJif7xn/90+R2dMPL56Lr1gJcv7NwJP/fWVgOVlZ0MSzUW6aQA5qifbS47KBYzuCxz7NixMBflaNLZs63w/MduPvQLQHuFDRvWw3vG/UiLMHloab7w5A9HDzPH4ALIQXf2O59fuuy6+bVdJZnfHl1rp3ccveLm2c9eu+yNKzfAWH6zJMk+bcrUU8eOOSiQwnENpQuInk4uCqT70FI8FFTDoVJKl5tD4vGYonpUkiw59fgU7PDI+TV4RaNZ2ezCHypOBqLL3M3NioKUK8fIGKkuo5q3y+0Kq7QNFf0Zbg4iUdMACkwV2BfTquRGE2r8IThb3CSvii7nlNNULzO3TpTsFi0SDYW5f1xvFoyC1enGQF9uEj4r+zRJyy/Q74kJU9L/VOd/W2Ut8VacNHn9fquIVgVAI41mq8FqN9tEowU7zSk5bmILA+73wf0QDvqCPitynz1K6kywu4LU9QNsSP3yGCrEQggVXiJSRoL+EFx+Pl/A5/V7Zbkwh/JSX7N00SKkkdkiNjIH6LKVBByiXFXdnMhcYJpCmnEAfMJHWFwCiTfgw1Chag/AErgLnrtX4ItE2SxSXRtTKGFyuQUm4qUGHxfjZeIWEeeiU0nOsR3nZ7bR3NIMe9zt8wt2h9lqgzsgzAYajO2PXirjwKefj5+IdordKrUvTC4KL2GMIYWiV155qfhNttkkk5fqf1vVJmFKnKlqAlq6dKkDXU3tT1D2v1Onnpwfv/aqEQgkEybAth8/daZ3b6zGfLJiTNmxsFTjk6rZFRzAvHFE2RGx+NH9Jjym27dvZ41BuLQCgQCXQLN716lTJ7Q/IvuejKOyK07cLgRVyeLH4M79+Qpddc2i8/ONU2VlTp1WN/P2sUyVKWPz9Uv63t0TY+Z9++57712RAiByJMSuVFeyrQYiZXs6a7h+Myqpa0qVhPmqFZWWMJlyc4soXuBDjmRKOzRjpxLprgRYjQ9+4DpGp8tpsVq4ApBUrGOKhjbpAHgZHqS8eeH99UqsjwObsJ+BBkUncg53uKhr5+TaiXDG9UeVQo/bLktpWa1Wk2BuMBhlF/JcGVLFHSChxlm431NCVT75s1iJ2ppYf1/AL9jsQJU2l9vh8dpdbsGOtph6M1U8oqiilzWLAC/D6BHpp45sEXY+LCKAlSdSVwvvIsx6wyRO7m4DvAxEgt4AshxckvBZwFW7KCkukpFTND3vALMn1ndAiShqzVMKYOSTR/HXQd4MU7c4gapIyXqaToaC6DCe7JYFm8xiBexrSfFGB2e04ZCl7MA8CZPnnjgfwV3hUOwbUmegJMoaJvuGWOkIE64gu8ujt9gbjGaYGjQazbm1iQoYsJAm432L7ueb8JEF7dfA3EEKRePGjStJZxMLrVdcMy5PvOShuw1DsqNHj7KRDsnhI0fU+fHf/adkHLNn//uw7Q8/jM4jU3R9y46FJRwvVUq91SN/8VjZ+bD4cc+/raUDOtpD9ihUQeMkh1ZvOMwl2fEZM1B/Zs4lD5YdBc/RqL0Lfcnn3Dyl7HxY/JgsK1Le02nwefi65/60jr9u0F19Xr7q0Yx4yWPn1avG3CE51b788ksR7PHhoYhsR+KSZktmG5f82aMdLQDZusiRVfLrT5FGwn/8AtUmKnSXxpvjclY6khLVYRJgdSl4fnO4EpDAZDIZTUYuzlRXd6NYJTkxcUiMPsj3mTZKILKvWywYCgFj2R1OL6bKpW4grvZsbo5z4xK3jKVzICsTwmoAVgkWi9kiGEzmOr0BCNMfCLRRlSHHeItRCcjmWJTyHux2IeMet99HPp4+NJQUHTbR6Un4+FDlJLn5+Pxem1y3wL1Ldip0ZONFtPsJUkUl/IDu535fwOfxe1wel8MpsnStSNpi1GSNomFEjxI4Krph2V9yKiGC4WNgSK7j9JKGLZMDzT4C2bxy8LiQWCWyrtXqcrvgZ5iTulSqmMrOybOjPBKNBMl5lqpDnaxyIOXHVU1AEa4+DQdzyCm0Y4QiYaNNPK0nw6PiqTKpz8tYbxRGj8Yi/M3t9R+HYV9e1Z30lfft26dOG7XPJ/fkyRN8q6/52cb88bLyTzPgIyNGjDAYjSYzxnrV+uoX/ctiTqBveuLJBr3x7Xf28Fe8WTmt7FhYwvF85QTergtbZb2AUdUZg0ufHDhgNpvt2EvOVTGJ5+Nbb72JCHHLPWVHwXM0enXqqy1rg0wJx+NXLuveRapjWXf1A+f664aQj0+3rtU52FI95nQYz+u2YcN6ALF4OBgPh+BZXQDC5fPgLlyTOSthFlSEKSmHF+s/fkENKRdJxWkyp0n7BLbR5cQcJjy7WbwUZgtwDwG8NKFcn5kVKuiu4kZRSk6aNjeTAhWgnVNpIg6FQ4VWFACZBENht9dvd6KFN4teUgVdmDPXYWkWE2ZXqfRctpLmRrl44BlRBLas0xsNFitsUe6VUdxeMiptlmzn05kMOwcI0yKK3gDZjlOlq9x7g/8fopoQGABmgIWc3YYfWAsIaN5qs3l8HuBJVOWKsKckLIE1IR3An1a7VXSK/oA/TNoOSoabwRL+SRWM+H4W0ufsuZI3T8qeO9iGi2KPSHMOHkB2ZGFPXXvhIFeuZgwSsgWAP+Cjsk8rmd572YshA2HmN52Eo4+6+mjS6OKQe3qFNqfRYR+SzpJUn1MawgyHjFZbyfESRr3BuHYdVrKN7V1Ug8/60RjAXLhwoao/MbW/Pv+xiDrcKy+blj9eVv/qESk++e67jQZjo9G8mfTVO3XE/Pgv/t/DLE80a9YsmAxaBGHieHyULK8YVnYmLPlgp8j+f5xVdjgsyeh7GU4c1qxdC88CuNNyKCklUlFdjd1eS3/9GCPZrD8s6XUHUlnZ4bAkY+CtWCow9I4LQuen+LH5yuXVZPdzrr9ozTVL+J7w8C335kmYMJbdLGU6Zs+caThxwm+1xoKBwuKEeT6aC6nRyqpTVKCAdjP3G9H9+cdBmK0qV8QwkZv86GkGNmO4gGcSltnE4wAhNpvNaETC5BdzJorPeL3BUIjytglPcy7OZIHEYDBYUPEb1SgGgC1Fl9vj83FXDsNwVPYPlYPkTJhBchdNajlX/MRhBWwOp4F6apAww6HsR5l7iGLnYR7BcVpAQcFuN1mtDrfLi/bv/kAQhfHhBx9JyyqD0tBYIcla99izGYvBERKsFrdMmCFqpmZWJFFTh9RV7fXAm5U8txKmpMrJoASucLic2HfDwpUGk7mJHOIMJpOAptswnZCrX0SUJ2LjHsm+x+OC1eawIfnIx7PRi8zVQf4iIEP0nCUldjhS6e9scy7JmroudHbIHL1Up9Hl3p9SdvqEI2G4BuqNkropj6Kjl/ozesM77+3l2+nhIvLj38gKRSdPnlAi84osaj5l8Opx8OAnuKwu1bU/eSpfwvyHZ3QdUd1uw8YNeqOxXm/c/9En6vz4LTcN5Ay+wWCAucYz1EM0SFf7Zblp8FyMe3TYylR1R6+yw2FJxqDf4XRj9aOPwm0h5fpVBtdUTLhqxsw/Lu7dKaGV2q/DoLLzYfFj1PVYKd377p5lh8NSjY1XPXQevqXX3Xgh9Lu7V/54yWPT9Yv7dMHPDhow4JM9e8JuV3OExBLbBT/qqjxZRFFqOo6o+8qTDSXlloRIRsKUfHwKr8CUNBjjBWvyXOCDHuWSFwl3UcGjBxkAO0pELrYMU7MM8KSRXoyXMG91oxa0h7tFACkBLBVPc5RtCYcBk0jv1M6RtwgX5rW19+Coub0+FMEhhxrZ00dRm+Gh+COHSOwooO5HVvuJwzpYRbHJjD3auQlTyY/HCu8fL3Rw1xjAuUGw1BuMjSYzFh/YrFQtaSNlICR8jPWhnDH+RxAEIDGy0QSEw6iyzW43C4LodHgoS46dWS4nfNpC4WWv1ytbJrWwbhh1BrFMZeLFldIeL8C8x+1zOz0uq0NkrU7gHL1ZcLpdSLyAojT8OPz+UGIEMW4ZVgqbc2dg4U8R0pKyYXIcA6GsxB6W3cmTzsycc0mOTAKIk0QntgspIcoUvIT9wG2GEbyECa5KlCWHpbl9Pq6erTeYYdTpi+oihwG7vdFsHjN2bJH5cRj3kULRxo0b+KpUbqdRyVg8RGIL+e6KKZTarvr93ALy41di8eHkyZPhREWtMINp4qTJSn78+mtRI2XAwIFfHf0KzoHDhw/rdLjC2yvHl50Gz8VYViFpwgz71cqy8+H5Icxjx77Wogt5dwks+2EAs0fn3qv/dVvZ+bD4MeXyubh1P2TR9fM/FHfIp657sFDClMoyO0tlmbt2vBDxelpibblXZ8YerrXjB0RQlunzs/uhz5cU4aEX+lQqNjFKpizV1qRdRf4J98DmgjuLfxBDTivjro5EAVZ8lLt0UKleC6Aj/Ez6NSxlYyPrZCc/tRVhbbcbPc1JfqqZ6/oipI3GsS6X2+WTG3aS8ilpxyIaizo9XrsT35+iY5PtDOFcOZeXS/59LZhgBaLw+f0WAABq2TZZbaEshIkxT1YownBoO3OI+Q9Yc7T89nhMVvStrtcbG40mMzAmVTMysQN9AXWazCYcJhOwPfwtInWRx+EyAP4E1reQvSDluFHCNMVfg8KW1I1FQvpk2G23EcraRUxPu9zofQMM6Q8FfEG/y+exOhwNZstpPRCmyWixegP+jJ6S7db+Qr94r5tT8QDPMFtB3fVQIP3CzF2NSbLwqPnMahWcoE/HyxTBVVbILF0veTwUCXt8PjhdUUjfagPUTNGbKnTUGYzrNmwoPj++jxSKevToAXtIvc5KlxzfJzmiqzhqZdtSrqnTdepdQH78Nw/yg+DgwYNw8elNpk2bn1Dy46yNWVNT8+6+/XqzWbBYBpFvEVZs6npUanUP/IiUMHkAOfMG1nYYUHY+PD+ECWPCBCxAnTp1yu633+LNZ0fyh369Yf7vlpWdEosZC363XIvKjRVlx7Yf0Kjuion4kZ0HtQMvlTH7dqkP/fEN6+G5jXWMzXEYapzIFqJkJxT0ZKSUKHfIMl4C6vgDPj8DZjJhwhNWKQaTZJHo/pmCl2xEXuhzRK7NS3Wg+zENSbMxhoWU8Eii/gsX936wxBm2h1BKmq2f4ShQixAHP9FmmvuagY7gYIRVypnwqIdjiE3EVBnokARqkB6b49H0OgpgIXhe2xzOQCiQkvtOWuHWhIZ2XOoUlvqwOAfNggPYr20XG82WBhMGATNqrSsC6ayCldIBfS52Ney3AMC51ytimajdJFgEi9XpkvqnuFoStocgUzALZiZMuxxVhqsCiB0eyuhiDX/HT5N3mw2PWogUpTgrznFL+KWdtC9556NYUECKRmJ1IsausfHcFwo43G708TGaAS8bcY85ADtz4GU7Kk9YqYD7fcz0gpONT6eU2USOakxy8AmxghZ3r6d298h4yXNS1nGSE8QlI0xeQ5rLROCAurwewQ57ryi1ordLkR+HAYAKC3nppRfT1llSk4iTK70czGzDP2LoUIwbVP3HkjzxsuYnW3R3YqftM88+C3jZoDe8/9HHvF3/efGcy/4otb288vpfTjfp6/SG7dufwwpPbZLKfG9t9XMVP5J45qdVc1+qnDRB11uK5v1pZtkRsYSESaU7mU+eXbteOXDgE/gBnhHw/uouNQ9cvH7EDQjbP3TTn0cukvy2yo5tP5QxscMoZHKt7rWr1hVDmDAevkUqy1x4330AH/FwCMZZWR9b9jFMClHy4EClYjgiSWjKCkVRSS8xnJIfT16CxJ/4ZFERZsb+1rYfIq0/qi7y3IP9Fp2Sa4yfm0HIHdBG0BhXop3J2kFI4H5VThx4kt7AypkYcwuh7DmZOlEVH/zs83uBZmGxESnmLMU2g6GQzeECyAxFQvnEEpkPYUrCJwwvJCoXzfqDAbPNDngJkGl1OMLRTIRJRBorncu8okqU+a/0dXDW+oIBb8Dn8rhsNsxrkwNRjJzZcS8DRjqdTlZDt1otZkHgqDLsbjhGcFc3mc0GuWoBaBMY0u1ml0zJuhGuLtRAxn5tjBZiHzoJs2NLNSkaARmSiSRqksP8KxgOwoExWe2syakXrMD5sJJtEqbcPZe4uHLsAVazh01AFSmquGAwhmPXnOZB35KJMCUHn6Afdp0SG+djxxUyfH7y/JRvJiyeH4tFS0uY6oHkjDuwLb/IJkPuzqAVq1YXnx/fOQWbSsaOHZP7quHa5oisURzPEs/885+fx+fCLYMLyI9fjQgxd+5cs8XSaDDWG4wTJ02i/PjoS343jR8N2557HqsCmgwHjnxWVYWRjSc0EzZrxvfQVvXV1iicOVrX87OquWVHxPzHa5VTNlSMWqAbOE7Xa4C2tpu2siKZnDF4+8MPYzJhPvroo3B74Ys39zWlEKZ6P8z/7x9kGBPYePYlD6xD0XV8bbliZdnh7cIfK65dqKMLYUbH0UXipVSWecPi3l2wAOOe4cO/OHQw6HBEsTcZH2ecwUwOUfp48CspFClVT8UkHb5MTxyFOXlp3ByBpWipubwClcBVFX0/mi7yHIOUJIEvnQFAtXgcQEUiTJylBhWZRw4+J3BCksjGQGIohEKa3GnC1XHwW3pawa5EjAujx5MfaZNCmpx5Zy71eNxwAngp5wiogxnh/GKJ8DZE06BfEfZnK1L4ZSAUNJLHSpNJsDkckUyEmaiCKEX/eEJZPbtmETfcRGPAeSGvzwMMSf3UuKMUHXu224Fd5CZVH5EAkqPKQJ5AZsCWQJgwAC/hHdhvRVUNHLqE85+XAPuWeB4V1wOhQCiSwEu4IuItRBR0BNGp04fm6Q1GM7lVWuFA+EOFEaZ0hmTfA3y2wAGCtTObTYKALWOwnrCN6aqYGQlTcvDxYkOTm/rHFbxUqi4T89Nwsv/XOSNMch+Lev0+vWDJgZen9abc6kZMYgfmtT+AKS6v6kEKRR988H7uE1XJAqiK24Mpfqxut7OmBqmg+qJHCsqPV1RUfPr554yXT297hvPjv/2NZGy9cdNm3l442dggco528Kea+3ns18x7SzN7iFaq3wNCW1gxqOzomDLerJq2qWL0/RWDJ+p6D9J1656JJNWvSq2uu7aqnxY1YXSairIjYmlimKtXs8R6uC0ni0DAJx3Nioo1a9ds3bqVwphDyo6L7Ri8IXAQK1h0/dofg+j6OR1Lr5/HeNmta01J8JLHjmtWjuosWWW9+tzzPlEE+pMijQEfm5Krm3Qk+3GVLZ3U/BiT3N8ogZ657F8dvqAWAEyeJ/X4tBRcX0fhpmgJo1sX+EBHbxd2f4QjYRRL/PZb2LNMmORUGGM5yhzSplhhiAYrUqEdi2piArS5uZUV2lua0TAILXs88E2i/HKQlyj2QbvdWCDodAUoIMlBlTbXnHOvnL5XynFJgDEIpEQROQt8AUBUps9KCkXFzyASTdDcVZ1Te5DX2YOhXVR2ogB7CzVHu0gvSDIs4BpjN/VKs4OGXRQ5eCkIAgYA3e4waUY1s2YU+TGJDhHbtO221Lglm5XLxZPKFSHl7oMoQ0pOQ0a9xQof9uUmzCjbBoVYupNkJ+GbAGQDSLNybjq9c4r9faxWUqihF2wyGY8mBULTO8oVBx/ESzdre4bUeKlYridqL9X3imSn8nYrQ2Y49ERrAORwvmUFyJyEebpRP3rMWI7mOZa3P4DJCkX33bcgT4pWXAYU+S95toVX+saNWBRacd3ofAOYP3ladyeS4TPPPAt4eabJUG8wDRuGui6X/XFC1664bsseWcHbC3/d/OQW+E1fbc1HmgUKYSpjvWZsN63UEd9TW/V0xbiygyUPAMtsJAmcCes8QNttnLbPfM2QdZqxuzQzlC16RzOX3zb8olVlp8R2j1E/29zjeqyknTVrFtdCw5UYz+nGC4TZrVu3rVufRucO0Q7/7dcPu8vn/ffSshNj+whTec39UYiun7ux5AbJ/7FH19rXr1xfQsLkMUsuy3xs7VqvQ/R5PRyulOqj8nMYL2iwPgk6NafEWAp8mlD+N6s74Y9vIGFS2w7iFmqANgeDIXTGsdngBqLqmMjqm5mofwjDAfBRMFOEZXrcbnjyAwgwQsDCpc5wlXIOlze40DzIimlfO8a1yIkyAxamDLIBkoruGDDYtRxoB5748Iwz2+zAatG0vjN+vJYkRq0QUVTJPidTXNrejjhlF0XqacIWDP4NFRaGKCYchJ3gooZuMovEnh2b3Q54ydL3wARcdQn7M4i1nR4WEeKAcEgunQ2SfjvgZUotYpJSPYYxoy6vj9tVGgWr4HB6c2TJScac7CwDHr8PpgfA8FbRYUajIqsJ8JFMnlzAxkF/PDm+wapWgNDcJk+5citrMam95lM6ytUOPmxUqghgMh3J4etUTYlUyCSn8nRnz6KOvkSYQYPVnitK2ZQ1S648sEb0bH+Pz3FZoejrr4/mH6qllZeKM5V8EPxw+vQpXlrNL9blmx+/agKDh0mwNhjQ4ejFXa/Cb+7o1KNzZ6zMXLBwkdQ132TY+8GHvPxnNJPT8VIZszSDlODgCF2Pj6tml50wYVRRTKaftna0tvcczeBHNaN3aqYd0izMsSE8eEN6XzWp7KDYjjHgknlVd/RSztVBgwbB6cJaatFMGSJlAGHCzZzVJPge9fzziGr9OwwuOzG2jzCXXj93+B2DqjSVE24fWXaKu2DHfTfN4N3Vq0v3krOlMpbeci9/y45nnw3i8zTcxlOg6EFF7HLQhjsRCnTK5swvqy/+6PPjPOBBjf7y5HwNT5wwOvX4WNYGvXWCUukC7FlANVVIMy1SRxr1sWiYpb9Fuw3+53F7AAA5rEQREnhn67fffvvdd999+20rZo2JE0hOk2ObUkkn93EohZoZn5vsVK6kR1MIs8FotopOrz8Qi6fmcUpFmJxzpOgleRTGE+GyFIZRTq0AukDaqJM6yA93+I2NXlSTibpJwVCAK1d5c+CD8AMwP0A423fybsTOoEjYQ3gpYoe4Cz7IzfXI3qTZTvlxVq3MHIVmpyeY+OkFKzBSnUkwkt8QhiijbEMZhp8D4SA3nnsDPg/MCBgsHQ6TzQ4fbDQKrNgD/NBgNOmBHq1Wh8sJq60+cFy7C6cH5soRMAGYBZiMpEdCZAnPWEylUATbzobmfDopipeZ45YZIZPqbaQDJOX3i7p2uOsHCNNoE8/oze3QLNqydVvxhLlwCGLPmjVr8u8TV8bq1avhcNF+lu7PDzzwACyt8orJ+ebHL36IN+HIp582mQQu6J00GRWK7iS8nDJteqJrXm8cR/rq92uHtUll72nmDdf24IXDFs7TDSwGDj+omvmXqqnPV0zYXDF6VcU9SyqGzNEN+HPFhIIWMkuHVs7V2oo2Vz5l9KdEeUWXqrLjYv5jxL9s6H7jPToKQfOr6521Wg2ebKdPnxbRn9cWCgfzOdNi5BlHPXru/v1xH879/UNlh8YCCRM3fNtljzJErT8vMpI/xDH35il8tvTp0uPc4SWPhbfhd21auzbs85aSJJNq+xOz7yjl7KRehkLUVJQnoOSCgTm+rB3NP7IB28vugqygjmKD6DaL3ccBskThbuuo7NgoP9AzKfwkEF2S9WZfP+Af9qT2eDwUHI5TZ0orD1IFb1HawPyBAHyEPe4dlDJm2szkSJiLMBtNgt3lBv6IN2dgyOKz5Kp8boziY1TZmCkPqwAtRfCcqFrvEKNUgBGgjbXSiw0QORdssUrvkXvD8W2wM1kPn3zhw263W3Sg1Q65cgeiUnUBl0RipQccOHaWhCXkoCn4E+wlo1XkZG6TYBHdLoBJhsxAOAT86fZ5HG6XhZDSIFiazEKjyczG3MAMZ5qMDFecA4Xf1BuMJovVQ81fCc1SuRoTjqyZFJnMiKIW2K6UkLWq9xnd6pVzSe0/zpWZCnDmdeuIS4Mrw4uxtVUd2Rh1lon1hoIJM7Bp6MTJkydMRA3nlSPa2eazfw4GMLt162a3W/PvE+exa9fL/Cx4+umnw4gK8SNHDuG/NRU1P30iL8L8v1t1nRECt27dajChBhcc/d3vYmu8hlBk5KhRXxw7rmzyo2vQ23qItseRvNlsk2Z8d20Vr2d3beWmitG5IXBrxbh+2ppe2qpu2kpAwQqtLlehpFY7WNctB2d+VjX3sYrRk3V9emmr1cu5X9M2IavHFG1//uCwf19RdnRsc/S7dFZV5x6JrdXo7r5l0K0XPXjDPzzR+WpSbd282eFAhVuaF7d9psmVVF64jz333HaMA9/+AxNglwlzddkR7kIe9946kU+Z/oWLq7djLLsZc/HLFi8JeTwlxEvO6cgt5IqKkZSFbzNTme1hEafIT7oj4Y91qJ74ouJ8Dc9xAADMRQKcREPUjx8DSIvLVVvw+yBDpuQ+H5NjJgmtS640YOlCJyXN2YoQvgWOFKMgUUGMM+bcgY6o2doKv/QS5XIWhq1bKPlLuCuFwVmmJqKuweMSX/g9/AMIs8lscXq88O7mTAzJdJqSny1s70mEydJbEv2qXQNaEi0VuJ4+khhl9UtAL0YooEQrFSZaEsKYKDEE6AW7C/YM7BNCLKwwhu1k1VGKM3uR20Wy6Qyl1ttL3WqE+vnUe8BeEkRnnVEga2yT2W4DyHShHrsX9r7diS6cJivsUpQYzcpRTapcMAYzzVY7FgPAeaKmONgbsM52u82KaksWG9ZFuFP6fVpVpReYHyfHIo834eDDkx0mzHRPnzwHlx0WQ5g4J41F4HQ1WWyZddebcnWR8624ogJjRLZl7QxgjiOFop07d6T3iUsXZpbuM7ig+vTpo0BEv359X3vt1ZkzMfFU9YdZeeur4wNlxowZRrO5QW8404RTjHkLFvAy+/br9+HBQ0rFaV2ToVcvTLbu0EwrNAY4TzNE6akZpuu+t+rejEA4Vdc3B0zqtLpKra5GW9lDW9VHWzNI7iqC5aoX8k7VjOUVw0bpeirloMoL1qGftnaGZsAWzcSC1n+zRhJr6n31hLIDZLYx/Jeru908lKOU/OrauXunS6cCWCrj1oswZN2/f3/UPaZ8U/r9J9OVguVAcLVi6MDhGEg6qHMuebDs3Jj/4KaVrZf/nTCzjmXXSRf+wLt6nwe8hLH+xvvg6+bOnBlGD9PS4KUsSBLwJ1z2fApeooSC1CpboEckldIxwyAw/NjxslWlOMQ124rzNVZg+r0hahJR9wtLzePAS1SMx12oXPXHmuooXkFal2flGFoID1aI34x+hX7sKCd6FBX7a3hx8hdIlnPoCfG+WJQbuMhx26b4ZvOdTanpZYEaPhngZ4/Pp7fY9Ba7x591fl08YbbKPKl0T6s14bn0ER731IvkYdlzgTASzlU4lblnH/a2WRDI892iOL/bMIksiLJOkYek1SOIygisIdTMxLAwQCYH9DJqhnA1I4uDtdmzFolGRZfHIEiYBJDZaDIDT/KgcKWp3mBkn8S2+1no5zMGDHIKdjsAvzr+LEuwJuoqcxOyj4zmXeRTyQ4+6grMAgKY54AwFbUi2EsZ8TJ3F/mqtWv5htyrWts+vHyRFIpGjx7V2praJ672i8x4hjz1FLbbVNx4T/W/Pgr/TWBY5x61/3t7XvnxXy/lj3xy8GADNvggRn544BD/srKy8s097yby402Gd999D34/WNu9ULzk8ZFmwQhtL4UJZ+n6q7HwpcpJPeVQ51Btj0c0Izdqxj2jmfyKZsYezdzDWZa5XTOFwfXPFRMW6AYN1nWrSusNr9ZWwAIXaYa+rGreacfgSKyu6wXUUT7u/z477Ncr+l06q8f1oyvv6qZssqZrxV03DrvlX1eo2VIZd3fAbp339u7lfFPGGWLq7YiyEqFw0EaE+dJLL+EE5PaBZefGQgnz6ctXlR3kLtjR9y68PHufy9rLlPHUdShhMWH8+Fh74wwpeKliCeDJZGUSSn6xIUih9rsci4hQkl3ONsZT4nI/voF9xAE/tS17WVMRnkzAe1ab1RfwhdNqWSXfHEBHQHFAP6CnUCAQDAQpuqjUTEpy+lSaGKH0Ouci4wB1ZOnIYVJWfWSvGWysdgMxBrCfKM4RU9RNYnFOOMTUfM0vkYdLjm1SINtLFObiLmy45ZmsdrNNdKN/Oq9bJAUn2k2Yau0mlaOl5GvJp59UaUzyXP6AD9YKXbmBIa0Wh9MZQYUiVMCEr8f+HTP2x9gl10iR2FtkJR92SvKSmTfXXobDYbfHY6Vop5yfynqeq/uF5VLYzAWZsHPgcrI5XNzv0x4PxDTCpJ+NGEl2e0gQPmk/c9aM5wjp9Mv1jXBGBdjBBz0uYSEhlpjg+0CKk1d5CbPRLGTAyNxd5E2GM3JR4vxB7SnCdCyvAjSF1/79+9KPOzXjJ0GmWnBMEEwSPv3bagUXdR0wk1v1X4vyCmD+n2066v54cssW7h/n7Ro/UUqT7XzlVWVj93/48ciRo+AFv1+iHV4Mpz2lmdhLW81fUautZLycrRugxBgf1NxT0AIHaBNkpbyABsdo+6zQjNqrmVfM2qrHw9oREgD/+pHzD5Njfvr0kN8s7XvZjO43jqju2Lfi7hp1rFJ5denUs+Ml92YEy5v+aV3HP0zvekdPfufCRYtg+sr35EiaA2zGAVcr3Am5/qd3bxSif+SiJ8qOjgUR5lOX/10GM/PYdOUyPjFW3jznvBHmC9eswJDpwIE5vIbzZMuUzDj8HzeQMjxwFdxZOo0psBPOOG3P/iDGci/JhE7W7uZsLDyi0z1ofhwjhtXXXiAzmIpSgV8z7ExkP7vNF/SlOwOi+h/jpdRWHApFJcmaWDzCjuGqqCZFF8MJ1XrJriUuVdCxW1Mg5A9RPzjbAyFiiSKbThIDxDl7Tr7n/Iop2jVcrokW3oSp3B3joJpPu8NB4U47Rz4BR0mlM+Eg0z7CTH52p7oASBLf8YQAI9ZdRENev9eORI2u3ADkmOc+exZ2k5M8ekxkoUhy9xiHR+0mqaUlANsOmB2jF/yANQxuN+GlTdmiWCyXpwDpEUVZ0wltffw+tdWm8jbSdYyhK6XoaDIJ7fRAbErKkgNeAlzVGwWj1e5we1I6+vmiUxVDZr4kFYNIvyobrvT4FClJweWpxVxBPDPlmHlmkmzKmiWHnbxn3364PfavbWcAc+MYDGAuWDA/43FPxDPjUaVqXUo0nG1etWoVhhmvHp/CjVW/XZh3fhw1PKdOnWowW7h/XJ39X7ZipfLPDz45OGfOXIVhXig8RZ4+FmqGcuxxY8UoRaq9v7b2Hc2cdiyK0RSWM13Tf7NmQqmQMmW8K2sW9bxuzDmFyVH/vHnwfy3pc8WUbjcPq+7Uu6JLdUaYlOOVFZq7arvc3vfO60bc9LM1Gdny1l8+3PnqMconxowZs2vXK2E8nWJoLizaUzTHsg3ULaGbO1zaI0eOhEU9ePGGsqPj3wmzJGN0x2E4P9VUnje8hPH6Veu0VGhUJGEqSkScClfYkp8vki2FXDnJgi2xnLWUyf6DCC38zJKTmwS0xEh4T5bicsX2BVxoA7XWKVNJwt0xhi7EM9HuD/qj8Yi6l0dy8Y5nsKuOku4o14Cp05fchhMKJSQuGWwoTxqVJHSoXBbeIHWgYxGiTaRBUupBjmqqajVhSHxIH3GysCaWa3o9bCnIkokkgsSmlqIi7a7YEiW5giYbm3KnTLYopTTfkRpvQ+mEqa4BJi/yoMfn4UYn1helJvpmt8djQ+l5G8mqs0w9IjoHY/mfsLHfffcdATYmmeA7UPESe4KkIgElhs/RY+70b0nW5GRNJ7JtQt8mroNVPqLqO8ZCKYAlgEy92VIPzJB3MJO7yM/oMShHbT4mHEbzGYMAAyAzm3dntmuT/eJhA7lTDGaUagcfNWG2/66SJXdc0ODqMgD3rISZfcC+4uf1vQN0e2cXrLV+YrFUInj8+LFcO1PlpIaDEg3Hjh3lz9b884Z8FS9T8uP//jAv4eMDB5qM5sw1qFLnl37R/fcn4ETbux0QmHEMoTZzhZzmaYa0bzl/0czcWQrozWdMpX4fnUY3/n/tKAlMjviXDQP/e2HvqyfW3jqkqnNPXZeqrCRJue+ud3a7+7b+d147suMfZtx60UMZeTJl3PLLh5UlLFy0cO++vV5KKNB9CWt4gBhZorbN2bqaMGfMQEGbRf+1quzoWBBhbrliRdlZ7gIcz162hs+QSZ3uOZ+ECaNbV5xgukR7rF3RBrXXsIKXmRSVo5JiTCzKEtxwL41n6SVXufZIOCQZUAYDYYQEZYFsfi2F5nJrQv4QB1/vTspxYDqV/Kypv0YMABbGE3ZI0h5riUXSCFPOpMdlYpegHY5LmIo8CWn86lpNBd5a5LZrxR5I8mfB5Luf4VDWZndwWE+JQ55V9Rszf2JESe4Qp+kA/5WnD37GV6UvRvH0UccA1YYyGb1KOTBLhlNEkjTvUKfIUxTXyS/JTXiJIco4pv6xfR5jxdSJ6fWhL4aSxIeFE1JJOj+wBHgzQCZsiz+AXpBwtOAN7I6qNkv1+73y1RFI7GeiXCUeCOSKx9bpRAj3uL3wKVSrQx2qGBZ8ojoibDigm+jCMoMmk5CNHFLwEt7WYDRz6aZBsJqsNsEmGq32epPltMF8Wm+E39AjKS+8ZD9QOAE8WLLrYHNJBS9LUoGp+IUVeS3zTAemNE1mS0F4eQobyYcpD+6xvQvOkt9PCkVr165te5fK0yW+FuD0mD9/Pny28vKp7cPL2n94RtcJU5xbtmyBY1uffSYCePkexWlTXtO0/Q9rFhVJa0s1UtK5l7b6peIqJM/bAJTldR568bLCYPJ/77jnl48OuGRer2vH1d42sPLO7rquqV1ISTDZpbJr5x533zqw89Vjbv/97Fv+dXk+MJltAJTCMvfufS8aw7IftgBuxsqWVjifeKYPV2ub1ZjqLDmLYs39/Q9Gep0J88krHik7zl2AY46sULTphsXnmTAH3I33ojPfHMNSzAKfCMQcYcY/WZUxS14sHg1Hw/CIdXkxFQgDKCVCuXJ6dHIwKiYjQUyxO1SWrOiKx6SceyLaxkbq5GUZgS+LJxipHCHNhEmferuklTlbEGEmK2HivcLvR4NytysUDiI3tiTQK1GBqcZLDmCmxYLkOjoMQ3klv3gfoVQ4rooJs9hjSk+W8l3EWg7O2tu5VlNWFI+o+tDVLzh8fCiles7mZsVRkTsfOZjJUKdwo1RoQeuj4GXWKGU0id/Uq62KikszI9h8Stw7sLuHYpJAjFz+KileJvuww5fi7x0OePO3356lgWpOsDguXvWQyw9vo9p3VRmytxHsIqnZn3P6rOKutFbhd9CBJulROP8TpaqYLg8GXR6vzeEEUAQ4NFisycNiEGjADxaJJ62iA46Q3ekEOiXRJR/80GSxnUENH6Mxf8KUvCzDXtLh5ycXZ/ZjpazALFhrIuPgSYHb4wG0LrSoQKcS0RlfIGF+QApFNTU1sMsLWVuMuH7wwfv4lV2qqi9+qH2EWXkFPk2mTZsGl6TJbG40GOs4iE2dPuptrGvSz56NlpEPaIe/rZmzQDukUg46Fk9rH2qwcXWqpn/ZubGgwQ6StbcOztV98+8r+l06u8f1o2tu7195V61Ok1CkTENJnaZLVZdOPe+6efAdV47v8Nt5N/98VTEwmXHc/t94EGFiApcM3FtEpsRolMOYcPfg8qaM/rzq6xp9Y1GDzgl3yfXr18My7710UdnRsSDCfOLvhJk2Xv7DpuquGDw/nz0+yhjZeRB89aH334/BYyLvJ4IUusSqvqCiepfjmYKueSGMvZhtYjACyBjw0dMW4zOJMs5E9lbVBx2iKFbCG7FFpWfIthctCW90+LKoWjDnXJgdt4GXSJWxBAjJ9ItbkV2ZJONQK2GebWmBHY1FgB6X1+8FsKcUeaLHB5Pg8DjNFMDMqDsqi0CiWaSXgmzAPLF4JJpMbhwPTFkC8zNVQSSimlyjKDOn3S6DkkPuS7dzip1eJPvjcLvd3MHE/emwHC7dJGVFL8MYn11JpjByJ3halDLeour/SoETaT7SDGsckruZJBdIwEvYw4SXCutiAyZ8L6COejnSHJ+OyPfffwejFeWbooCSFH50kBxTIqpPwb0wGyzyyRAKc0Dep0Q14WfuhKJdpzLspHQVy2zCynDanTlTOs8BwqmSNqgM+FIc8MU44IcgXETwFiwpISlarB/A3i5c52DQbBfrjQJAptEmhvLLkiuE6fGizpXaIzJW0grMlsLdvrKtLewKQw5f8ixDjQkjC5Rbn9AHH3YvvPDnAtcWIXPPnne4BE6LjeTDq/9tVWH58V8t589+8cXnbH5qFgS90dhkMLJakXob33jjTSRhbcUHsjvkYc2i+zXDarSVJaG1pwuUDLoQxhqNVNA4/h/+nGf3TQIm767u0rH3XTcO63T5pA7/sfCmf1pXcpjMOG78x428Ynp9I1x6fMdF2RZMi+P8l4veI9mvcUW3BOOfXg9cNtu2odfAlMvnlB0dCyTM5WUnugttLLlhNp+h99026fwT5uROmMvY/dqr0YA/z45yji9he4I/qaMnxzMFXvA0NVntjSYzkA9Apk/Kz8ITMMwwo6oPDCoR0VjezuMcl4OHb0SlOKe0Ticlf2V5n9x96EocMjXTmoi1xpN/pn9yVCqRxpUz+DHJskTx3EnKRKcN+D06xRCJsSoOR/k8Pk8A5buj6hwiJi7TAphKBWa2WBD3jyNkYgWCH5lc1XSQyDtHpUBotsgwwypHRDnpDAxpITlF7kaXXjarxWY1WyxGs9lgMpnMAnVko383bB1BJurJY2k6yU56VU6m8jmWMFhsM8Z1VmW6J0+Igv4gxmwxnU13YfYHV0Uvo5Svx1dK55E0xw/THJ+OyN/+9rfvv/8e1pzKEVHfCXALz1uS1nR7PE5SxeeFKPn9aEy6dggyfYiXfi91DzmVF2qXkyulJDpKuqMsbq/IS/L5zFsXV4kz0JmjnFq59g8wp0V0NJgsZ4yC0ebIlzApSw6nhNvrRjH5RNVo6SowS9Hjox5wRExWW6EN+OoYJhBj/nj52X2VswdKn504ccKBAx+3A4xffHEnS1Nqqd+n5meP5UWY//tZXUeU0Hzqqac4AA6nFsCFhRrWgDPr9UmRzEmT0NlnpWZU2bnughrygc8Ok10rut5V26VD3zuvv6fTpdNu+/WSG37y2PmByWyDO32efvop1LP1uim54IFnKhAm3CZgppq734fMyzBEADNHmKW2nG158aUXYYHjrp5ednQsiDA3X/l3wkwdPbqgGkOFRrf92mXnnzDndEA5jh3bt0eDgXwIU8FLLjLLU1EZXv5gEG3srDayugthpEVVugkLUWiQkoZImIU6j6uYkNR4pBBiSNGElDFY1diSpQ9dzatKWFUxWVZireqflTpAdtiR1JlUiMvyOOp8rsJLNOLqwVWXFGSTtNYpvmfzBXyRWESNl0wv6T0+iQrMnBhGgjkRtltS56PV5QoomBkJ5YgMy2qc1LNAzt2kQe6RBVG91BYEB9vncLkEO/rOGAWL1Wbn8CbcDOPoHXkWNdlCIQcyqlUtqsnGlKlM3gZeSkJAcJZyI7xdBN61wi4lHyKMnytpeopeRr14Z3Zwphs2JMVRkRGaSM8NHwS8/O67b+ErAA65eRxNfJxOi100op680IQMbferNIuSS2Gl/HgYpe99pEmFslS8rzjDDr9x0wuR2IUBTalxm/Tt+dxmCOfiZ6kCtrXt/dNuwuR9C6cBUjERtXJZqa61IiowzwFhwpYKNjGfmlVlfHO6Tg0UWycUbOjz7qzK0b0kRLn//kV1dacLhUw4Gzdv3iRBZn41mfA2ePOkSZNsOLWzshsCh8dhhgeTOoBMJZL55xdR87C7tip/+57/IWOINmGXo+layd03na8d1fGSe2/55dLykmS2cetFqH06cOBArmCHewI51bq5AN5D0Ykc/T7cVQonDD52m2NnW1sWL14MC5x9yQNlR8eCCHPTlcvOJ7zB1w28s2/ZGTLHePB6KYC59JZ7zz9ewlhy63SMLW/eFI+1/VBQFC+V51r+6bAIfJaSemozZbbVBjCLyaqMLPjMcjpFOgaqu6dlwmSOok6QJAKMp41Ezr0QwlSsumVzcFY4T14fdU8KhjrJMlu1s3BfwXK9FNCDBwRrAZEMoxX2WDytvVqSo8+jAjPbvpJ0yOWo79mWZoWIYglP5JTIcOZ8dKvcYYF7Bj8i7X8mVYBOm8NpsGD1oJ2y6PA0hJshq0ey8BHcCZUe8zY9KVQdRVHeBNYZ4IJAwsuEhrwd45bcCR4lrSE0xKQoJ9IjF4Jy9LJZFehmTSHY8xQU8ig6RXFUEPLZ7DYW0gQIFMi0kSXQG4xmmE/B9kZUsdBMZ2mio02lHxumVLtUJIAI6gMA9Ui8SeaVfA1ynIp7i0LhoFr0Jtvs7CzJHwXDIcySm4R6k0UQnfCxPMkHdgWsJwdaCf7lxjEZL4tMkZeki1y9k+GeUxBhPvP8n1NCVpaH26NWFCHF9V6SNqR248YNAI0FrfzHH3+In+xSVfOPW/LIjz/CX/TBRx8ZTCajyQxXFhfK4txHRJUDs2A2YO+P4Y23dvfuLRkGlZ3oLrTxF80s3jN5dnNfIIOF1vft3wt3FdJOt0kVVmdbSD7OzTUtcP2mXNEoGxsMcFETXLl0S4z264dLe/jfHy87OuZLmFQn8PiVD58fctt62eohnSWV1wU3TS87SWYb3btgXfGAu8+TiU/6WHUTioCtWPEIx1VysKW6Z5xCUoXlwpS4BCMQQGaYhsqvWXEeD8VQ6LIo53GV3lFSdpta2pVqwwzdIgorKn1D+WfJc2Thk9dHjrJyPp1a7CNReUQkJz6uc4OfWdichb6BOlpUVZEKu6b1+CC45kOY6nUjlxacB+DOT4TdEi1L6shwOJv7uUKYpF9Kvjl+jmECpKE5o8ulF2x6iw02j01FPZRbJ++JKEcyqSYT4NPKFpmxZLVG9eD+CI7mcbpZJGNHDv+66SvUPpisqkSt7lhKSpZJTq58hI9zW7TSda6MSDTEaetAIEgt599y3QL6+1gsJovFjA01djMNwWaz2O1WEZjTA+SHzpjNqlMi81maOK9UQkySqbpUd0HpAz+VImDDF8YzWdMeKdqBtkp29ouH04ZEqDJXmJBuaswb9APk1xvNBotddHki0ax7OPnIwsPIz01JsN9YTJWwM8ZIXzxelqSLXH11BEJBo8WafwBz3YbH1HhZodNum1DhW9lOyHQ/UrVprNQJUlNTs3PnjvzXf9Ik1LSsumROPgFM3e1oyLhp0ybyHzc06I0AmUCVrPOAeOFysh0VQOZf39qtbOAuzb1lh7oLbQwimfe7bxtQdm7Mf9z+ewTjBQsWwGkPDzWufKcSIDZQCGCfnwsYMilboVzRPB+hiqzmkydPYHz7zp5l58ZCCfOxc0+YL1y6cUSnwepbRKWmouwkmXHMumWSlIW5bmm5CPPxG1AMbd7cuVhAmA0vMZcXJrMepRm24EhFCmHKadyYHCxqoUhdTFJBJMIprY66UqWmxOvUvSrphEmVk+eqUUjlmi3lxOVXlNV7OObmo0I+wCH4rUhGO/Andd1dS9Yu8gg33ee//jyZ5b0BwNuclqnMFImlgG1zkvs5p8t5OVyJKilZUbwaBoBRk2BtNFtEp5M1xuGX5AYkUnNNjN2CuH0GkInjihRBzTDkmg2fXM0o9RZxJxFlw8OKcniLqjQzFAopeInf4nLCcmJyRjtRzUiDOjRxqRGM9X37/fffI/OTp6SVGumTO7U9JJ+Ol0owDMciqo6IFnMC4wFCTQY0amQfeb4YYTNZ7IjbqZiWOaop+183k09RC0se+UNBwFA4BI0mweZw+RCb23AuPiuLlHL/CGw07DFKusWUuQmLAMSyT1TzuEskaecWObgpyeUtvJe8ydCjZ88nnnr63plSOOvk4oIlMdWj/oHKpcOlpPmOHXl1AP31r2/Am3WdeueVH78MZXYmTpwoWK2y/7gefgDaJMjE6Runy+HACRbLtGnTlOdj2XHuAhxPyDblN/7jhrKjY54DVpXXuampAW68AJPce8hpcbgw+ZnC/j5KfRT7wzokxTY/z75fe+01WM6wG8eUnRsLJsyrlp5TZhvTcbhOLtDtpavcXDusVofzx8Gd+5edJ1OG0uAzovPAcuEljGeuRb3WsWPHZOwll1yGI9gsTL056nBQoc+OJMKU25wlBOJIFGtlx+KUVTxnaKcI0GVR7VaikedW7Ejtmt0ihQqlgCErTsCL7w+AoEFSnICng59qaZT4IeNlxi5ybjYvSB9JiWRyojY9t5sSiZUV/LibKVHpqhTmKVqmLE7FKkMen1cvWOoNRqMgsCIQHHp4G0cyPR4PnA3fffcd3OgAUuHJaKcX65+nDzuBFsUqvVy0GZW1kmQR+FbJ3TISyUhiSh2jTGLNKUcHBqyk3a50kX//t7/9jaPK6OBJ4q4pndpUhSsFwEt4IsnlwdiRJGLPkUjKnKnkzGUGvH9U5NzMV5k/GLA4XE0WW73ZYrTZYdKYT91ji0plnWAbmZzJPxrlyWaEZUhZSKG9hFmsU6R6wLEAvDTbbPUGU0F4eeiLo3/ZvWfL1m0PL1tWU4OKwd4V7cdLHu/MRAmjYcOG5rPmcCQHD0aVj6r/XNwmXtb8v8f5UfLRxx83mczcy8Nq6gyZFouFY87sF/DEE08oeNmtRG3jP74Bewb2T+drRpUdHfMfna8ZrcU+ry1w/sBNQJF6oBtgjGrR7XCjpsgGe3K5OTVGGr9heNt39Fq5ciUsZ+pl88vOjXmOAbcNwXSDpuKFSzeUHNWAWmfeMhEYskJWEuiuq1xTO+RUnxkwtnQbzr9ceOOMslOlMhbfIE2Ne3fp/pcr15eRMF+6ejWsRt8+fcIed1RWHUnJjFNePMmsp33PDoUwU6oElWZkjImlaeP8jxocZULvHsrbqpUwHXKPszp+iBl/2p8ElsCZEWBLqcenvU/qZpUues5VTeiRcg1hRK66VMSFEC+DhJcR7NbBmkMiTKPFCg/9JpPJJoqUaUXyCQQDrDYJi4ATgsXcgFATTJhpKLHKcFip5m3hNDg1SMUZvcLYMh9ghwub7GUJX+f1eRkvORMtjVhUlgOSFIHgbRarFQ6K0kXOHvG5NUDO2UnSTDEKJ/kQ+dXZf64xgBMGt5QeKKp4Zoj73AENGwVbncmiBzz3eCLZKxCSz4oYzQKIUei7XbIDkdSpR7pYzbJUV3kJk/W7gKUFu73BmOSZmA9hapNfA9trHKkeI3ri4+mdd97OZ/23b38Wn5i3DM4ngFl1yRx484MPPmiGiVuyo6gCmQJDJhXx3i+b+KzTjPlI1ikq4divmV92Pix+3K9ByX1N18qyc2P+49aLHoJ1HjBggOIUxgYQPANlzV6/38uaaazEro5eLl++/Omnn3799ddhCZjZ/O+H1/38ubLTY5tj2mXz+XwuVT3k85euv/+GWaM6Dut5d3ddsqRAra5iec0gZktljK3sriVDxrKDJY/pt47jtYVV2nn1qjLiJY8KEowNwLOeYh0KXnLpPkagklWJ2v3sSBCmSqcx0bXNPuOlK/L/IQ5mLbj8OS7H3jf+QMDtQctF7nFWdXnLVuMAQfBzLGGf1A5KV+J1asJM7xlPxF05/JsoF4xy47lcdSnp5MPdLBwJcbUtWdKg9w11xFj1FnRYDFNtOW14BIsMiSfhv7QCiehcjpcSq2ylVUSeDIepOhFACIvQYOcpPdrUOIMnNPwKhk/WQocfvPQbAGC31+P0eOB5bBUlVXOjgHovrFMEeNn67bew60XK7OfQMT53g2XhKe/JXu8ieetwspud4ls4wswdTBjPdIjc595oEuqMQpPF7vR5w3DF5ddPx92m8F2wl2APcocRNxxxsx5nt4vBy1jpushhNcj8yNVkFgAvT+ePl2limLWV2oYHi8XLHZPxHjt9+rR8Vl4UbVVVqJBcfdEj+RBmxXWj4M27du3SG011ySzNkcx6CTLhsrPBDGvZsmW8aY9oRpYczHjJY7S9f+giSIc1i5guOl5yb9nRMf/Rhcpx33vvXdZeg3sD3Bn4Rqp0UPLUWHGTpG4gjF5y/3jKq6pLda9OfYfdNHrsNVOnXj4vhe5W/tvT5cXLNf/ybIUGo81DOg8ohspWXbtococx/e/qXaVJNWOCk6CnrnJcZY9VtYNT2FIZ1ZQrn9hhVHnZ8uU/bLrnjkHSjatr9WM33F92vITRqwsSuLnuTIT6eWOqnnF+LuejeJn/s4OaUGSdxrNS5i4iLzxP9csf6+AeGaoq9MCDPIoFozHAHiDMQFDtyaiOH7LUNvbxRqgKrlm9b6kjvs0Ri0tVlCTQFAkiGaZ6grcmOePEScQ7ElNKHLGsNMaFPZKvTZhy5Kh5GiT/JsziYukjMKTLbXO6BIfT7nYHw+i6Hpdy7uSzQ+Tm9VJ0EU8J+OpWKs6kIG/aQLok98Zvv/sW/gkrwTl3rjtiyKT+ay+WRmKHewT2ldvnd3q8SJ8elAlCQQ83UiVM6eHmC09ii+gwWWx6k1CvNzYajGZBgOXAvZptIoGeKRaq6BGd1/OWc9ZcQ4V5LqwWsLtUKkzwDg5psoa8XRQFq1VvFuoNaE3eYBLMdtGLRbBBRYeKJaGU3i659S9CSXA8LhQzFmHDw2hF52MlHA5jck0Ft/wokqqRaIET0hJ1kWOnQzTicHuMFltdQflxeRw9eWrP/ve3v7Bj8hT0xxnYTbd/TvvrMF2PVHUnP+ojRw7ls/7r16/DAOZ1o/NUWdd1RnWdL7/8ssmQqqmujmQCf8I5vGrVKly4VrflHMihT9cMUJ7Lz2oml50SixwTtEhrXTt3Lzs35j86/n4mhh/nz2N/H7to43nx2dazQTQOc3PZOdcj4b2CamzoZnF20yZUx5pb3XdYRW03XQajoj4d+6czXs87ek++Ys79//FoWQizdyfsea/uWtU+JFt57cJ7Og1Op8pqnW5oRe191f12dB+VjSrVY0F1P4a6MuLltsse7XN3T17/QXf13XlN+aOXPIbchTvnxFdfRtCRRIpeyq7K+Spe5k+YUXhsNUsIdFY2ZZY1DwtQv/xRDqqfQbwMEuR5/UG3148ON0AO0URLcqtKgpJ8eUJur8/lhaOF+MQVmC1nW2C/ewNBF/0p94DDTJgX88NdyOdDc0/6Teqzm8kWKSLmdHsB0oBsAUEQMpkwpY6PEM8aYLVdQHGIdgGOc3K/WBAFT8MefwC+mgsoA2T6ybo3pK3hFamSULkTwrbAZsKCUgZ1EGEIlxyOMBgaoxgmdxXx5AhYFyASAJKimX7asQFALL1gNdtE0emG1QMQ9nh9DpfH7nDZnW6GT5jwW6xW0oc3O7ARSdEpigOeoe6lyWyxO2Dnx/LLNZdqKB3orKiJRO31sNY99UY5KToR5rVF57hwyOF0mi2C3mQywDrbqAiVoxnUfs5yeawCKs9clP4pB7f2WCwoyhSlGlc4QBRmx0Q5lkA0R9VNXgE0FcLqiAJqtkvURc79aMFw0GyzA14WKrTOY9KUqavXrnv9zd2Prl2nPHTG9dbVPdAeznxsDD6slyxZks/6nz59kr+u5ufr88HLmn/aDG/u2bMnHPpshKlEMgEyH6YA5jrN2HOBZJO0/XjlZ2gHlJ0Pix9vaqReiR+QbNFNP13P69zQUEfV4zau7cG0SxRuvwF6mLCEWotUiRQK+mjq/fLLKJG6uKY/U9M3faa/0mP04ur+gytqeJkVXSszMV5//mu3u3pMvHLW+cTLcddIDWvLrptfEIytvmbxiE5D1GCpA37WVU2p6rmxdujBXpPzoUr1ONBL6tpef9VDZcHLjVctZWtIeE3pOLLsVKkeY+8YivPrQwdZMkeRJCqy8DIbYSo9zoyXpH4ZYtmTsgNeeQfV10VIy9oNNOXy+uv05m/ONJ5s0BsEK3ZkqFpR+P3oUh0IWkXX6UbjyQaD0WJ3eXyIfBi9jAMB1hnMX59qaHM0GAVsfA6FDBbbyUbD8fqmBpMAd6K42qmTBnpwe3zwjfCpk/UGvdkquj14v+Im/bgs3h6LeHy+BqP5RH3TmSYjgBxwp6RpAxMZ+CEcsYjOeoNwsl4PGwgrYHW4KGPezIFcl8sFhGm1WR1OBxALUFyDAfdGyjhe13SiXl+nN8EuIoEghOMQcC9SqRQVh+3Smy0n6J1NJguFMoMWUTRiLabT4Qa09Dtc7gZemXpDo9ECvyRDRyxkArKyWq1er4fsyDEXD8uGY9RkEmDTGo2CYHd4MeBchgg8AFUzG4X7fYCNQMJG+J8gwM/oGB5R/JJaYKOdKA6Pnp7kR8kKoXa5otXuos4d5fJnFSmyK3KwrzE7bLKwvos6sDBpjrsljK33skoD1nh43KLLSa5GvnBydXf2+0NpushRiykehb2hL9wpMmOWHF7D+nRVfp47SOd8pAC8BCjlD545cyqf9V+yBDOVlZdPyTOAWf1rlNqeNWsWnKONBmOOilOOZD7w4IPw/s2aCSXnsZ2a6cpeAjYrOx+WZAxg2aJbf0iyRZ2vwaqJJ598Ai497oWEyxJuAjApjZLYHOXCMGwJt1qYh6IBGXWB7d+/H/mkqlc6QT1Si7nX6i416ZhXc1c39cVSoakYdOvwJb9Zdx4Ikwv8RncclieGrb36gVGdhiokxq+BFTWwdYUiZfroX4HStyM7DT3/eHn/jTOVzSmXsnqOMb0jNqDtefcdFEUPhaTmX4r/lIQtFcJkr2FV/3hc0sahIr3/yeWXrbJwOsw63R63w+UEUKo3Cu989OnON/e/vPuD/Qe/AIICSFN338BH4DeCzfHVibo39x96Y++BI0dPNpmsMB0FvAyGw01my56PP93xxr42x95PPrfYHXan69CXx2E58I3vfvwpwBiALtyPOIvNB87nD5ys0x/56iR86rU9H39w+CvANuArlspnNXtS1AkAXu756NNX3/kQ/vvl8TPApQAnXA4Bi3J5vJ8dO7X7/cOvvP3hrrc/3P3BYfgnbHWrqvMLvYE4kB4MGgTbux9/tvOv+zIM3EXvv7bnoz0ffgp7oF5vBsiEc46yv/hdotMF6wlf9Oqejz769GvYTFLsCfiC/lAkDOc6/Ab48+0PDr+y+wPY/AOfHxNsIjfsB4N+pjBYGVgxbnIHGBcdjkaj+XSjASCTxNXtTrcnep4jmRSvA5iHve1wuy120WSxAqrDAMi0WOEXdg8SIFx6FN2FfYKd5mjLDugIcEgJbpgShOHnhKKmQ+QnDhbJUHSXiR1PA6q1BVgFTBUEAQjd7XaRoBYpWWEEOwgPLBPQjsmMrkZ2ux++Ig83h1L1+MCZEwyHYG80mgpUKFIifk2GmpqayspEfOPQxtv2rLy9Xw+JMyt12pUj8nX5eWgY1vKtX78un5U/dOggfkHXynwk1iWdokvvhU88/vjjJsHaYMjV03T0xKm16zd07441Uc+cgxT2ZDmAuVQ7ouxkWKrxuGY8b9RNP11fdnTMc9z6K5xE9OvX7/CRw1bKakRoavwtvThuGcNq/yDrQqAtLU45nceOHYMPDqqoyUCYNUiYtXd1T8e8fh3wT+Oresyo6l2l6ovpdmePiVfOPqeECesDX3TvrRPbiu89NKbj8Jqu1VrVa0BF9bKagcf7TC+eLXksp110/vt9JnUYLe3wrtVbr3uo7DyZPhbchgHeHTt2cFNP++Qu84pRUH1gS0L9Usqo/h0v8cnYEg9HQ/6g3+PzYgjI7T52pnHHX/dtePbVx7a/Bjj36dcnORKoFBLAToPHP3Dgx58d2/7qnmdeeWffgS9ONRgBC6LxGBzIkw36F9/cD0t4/LnXn3jhjW0v73521zsZx9sfHDFbRavo/PDIUfguePMLb+wFdhSdbsALVupkdVCH23Pg828Aw9Y/s+vJHX996a33D3zxDfxSVsunQGUkZHO6vjh+5oW/7H3qxTdfB1o9etLh8lD4ixzbY1FAsnc+PLLt5bcff/51GPAD/BN+qe71YAe0UBg9RM/oTfBdvDc2v/DGVtW2PPPK2/DPp3a+uX3XHviuTz7/Rm+2eSjxw4Rpttnh95v//MaWnW++uf8ggBerjkexEz8CrAtUCgz/3Gvvbn1pN2Dz4S+P20QnxT9xEkTl8eh28d1337IXOaCXTbQbLRbuUwYmqdObBDw6oXN9JsseRnBRIRkGQkEPtYfDuWG02LB/ymxtMglNRpPeaDSaTPCI8fp8AP2UFGOd+Shd6X7upQJmpqhsmHtLYVNRy13268ScOEx9zp6F5xNsO1cI8LOJI5+oWUSm9ly0iXY/brfebDmjN9ahGqMNjsP5JEyYO3h8PsEu1hvbU4GZHsAc3Lvrd7tv4LHtvk611Rr+ffcq7TMT2+DMIwsQUwFWHQ57Pis/bRraPuYpsS61+dyIYilvvvUWnIC5fYv2f3xg3HiJl6ZrSpzF3qGR8pV9tbWHNYvKToYlHLU/QNki7veB17hx43a+uBOe6Xzv4hryCDUAuj1uFm2j+SaipsViwSCkVpuOTw/UYCo8owb7iBvwpOpfUc3v3FA7dEBFguU4pPnAb9afC8JkuB1+x6CM6PX4lQ+Pu/2eFLCE9Xy4ZuCx0oGlejBeL79uwXnDyyGdpRKFgXf3eb2sqkQ5xtJbcBb82GMbsbO2QC/IAoZUZxVTuntI/fLv3T2JJ6PX54GrnmrYAsBsX59uAMIEkAOseurFt15956PDX50ATqMEh5SzzkiYXELplwkT8PLpF9/a+dd9gHD/n733AI/qzNJ1n3vuPWfm9MwzMz0zd+bMzLnn9JnUyW27bZzIUCUJSSiQk8GYnDFOOAcc2m1jG7fdtjE2GZucJESSQEISCAQCAcqVc86lAO557rf+tWurVJJKmULTrlntEVW7du28373+tb6voPRyh1FeWWNzuhGgypz8UoAWZlh44Wq9xoD5CG1estEEmJmstuOFZYAxLBiR4Z5c/BNvRggzCAJxe311Gv3ZCxWtS1WrFsWKbC8YcLk9N+vUe3PPYA5YO2LgbQfwT7wZrf7NmjPBMDXmMGECL4G12w+ezC0o5SU/XVJ+sugiuBEruHnPMZDq7pwCQGaNSsflkTi62hMmOyfSUL7Hjfty3tkLmCfWBcuATWGw2PxCZxILgHOBNZSwVKyEybofJrPRYrcarJY6QTK4s2sMRo/X274Bv39DUhsAyLmcRqsVCKcSPpW1ai2IrkZFjTygO3BvrUqj0upIDNGI/QMO9HKnOQvac/c97jh/EC/ObHDbflSjkMh7CIk8XneGTGl8LSrzabfb2MIpIEpesVT1OgOI12y14xDt5hhHv2w3XFJAvQ0CcXtHmG//5r2JE8lR8bNnh3/x/LBvXhwmEybHb1aMSI6kaqamJ+U93Slnrp5C023Zsjn+Ml+5chn/zck5qiSJ9ezu4yVCOZpq5CquXcPujl90WnH9JidmgUyfKBbKBLVRseS3inmvKh9fo5y2QDlxujJjpjLjfcW8U4rnu8lguxWr05RSY8jnAzD+nth4UUFVZINLtmjIX/1m2E+XjR2RwTvly41f8vkrPMpdZi56sdtcogSehorcbpOJeoJYp6h9IeJa0cmSNXzia//4YQzmsVhQqjIpevr87CWrYlOaWUt/3s8pzSfvX4I5Z4/OiIauz3/+zqLH5qaPTYsGy8nJqW+mTb0yYcVAgKUcjyeTRWMfu9q7H1mjpfqExcNnJxwj48T6B+gIeeP11z3uAcNLGTIbQ81t1C/7zSFuUAeTDAnPkAJ5ADsAsFdxs27nISJMYjlBiYdPFlfVa10er9CXiEeYQgxQIszPth3csjfvyKni8spqcFdsNOiqG7Qag9nrD7i9fiAlzw2QCdTEMjjdHkF6rEETUumMB08Ufb7z8O+3HwSzfb7jMP6p1hulDuJQEFPaXe4rN2pzCkrBeyC3C1du6owWr9DSaRToqzWYQcvbDhwHWG7anYPAH9sOnCi9fANT+gMBebPg8Ag1hnxBiTCxHbBgB44DIatAhojqBs3NOhVW7UzpZWAkthICE5y/csNidzDvdUCY4iB0eTy1al1hWcUO4OXu3D25Z7DuerOVXXgkYgkGQFAW0Y/5H+KFP3ApNpqMLo/L4XGpDYAZdVWDqkGnd7hcnbmQ99dxIhSfvDaHQ2cCxemIowRXiG4ONfWJa7QATjFIrSeRJb1BI5RqWPUOz3WczGRy5PtOhy/OeEQG1vjVwlJI/F2WxHc6nSYaiTOxg3xQpFUtDofRarPYqa8qQKd511eG/hrIwM/1yIW8w1HySZPofvrywpHp4xQxeMnh2//As0+Oku9f87KTrrcz/WGJ9enTp2PV4izwl19+QXmPd96eNYtIpjsS661tPn/xCWVZZ8zorMcnOnbvJaOWJ5TZxxXPMTsdVKxZoZyi7Py1Wjl1i2J5fADbqljOWT660yknJRwI+z2KFS8xJw3959UJR8eexiP/+DKWfOXKlbdvR5zILBaNTqvDc6eFTlBcA6kf0+HQG3BdtLDZ05GsBTHstGbcBPmoePK+JTLjzb93+bhIWWPphOXtoeuj9FlTYlKaD8154x/6J6W55l9f5XkCtzb+7L0ljz45fkwbsJyUnPp62tRLAwyWcnyW/rhYnqQ7gJezhSpRkjLppYeXJ5wh48fn97+GRV2zerVPtI0PFF5GIkr9MjjQCZ9BEcxRuDtbhEaZGI9usrs80YTJI91gsILSywBCj9fL3/X5/V0SJshq+4ETp85dBAfizehwe33gVdJF8vmwbwCIVocTcLjz0EkaAT+SX3TxqtXh4IUEXjo9nus1DSC9T7bs37r/+Dd7cjFz/PNGrZp6tH0+rrEE2uGLeB+wtzunQCwS6w7R7nYwf4pMKdgyt+A8gjkTf1y9Wedye1q3DA0Ht+YwmZbzzl5Q6QyRtfBifYF2Rov1yvUarC+WHFvjRNFFo8XGR1d7whTVegHQ8qniS7sOn8KS4IuAUpA25WybuZZDiGuBMIWbTzRhskCQz+/zBXxGq0WQnrpOozNZbdw1P1DHSVMYP2q22TV6I34OeFkFlFJpAZnAS7ClWihrm21Wi81qtlpNZovRaNTpdXgBMo0iTQEm9AvViJaWZh476xAvAZLN7PAUkpzoZS19OoubWNae/Eyd1HRvYT90Ib1Ogld+fEXSs+rK5adfvcj9Ab/WaOo1XnKkj5eSA68uHtkhYXLUbX5owbQx8u1szdQkZ5T1z1whsX748KE4S8t9Pa333+5JrLe2+fw9NYY/9/zz3SHMdW/RxG8q54CazileekM5h3+UtTfjvCYr099WPpGreDaau/YpnnpNOTtL2WYIco9idcKBcCBioZJy2oNLtujBP/9w5H1PKMZIO3fv3j1c4oKHZY1Op9brVXpDa+j0aq0WlznWSt2c8UQMO72UOnmSAMXxIzOBduv/asvjD8znRht+LRmXFQe9TmYvWTEuOyUqpZmkSMLXU8amjBuTmjY6ffyozIwR2dnDJk16bNqUR2bOeGjO4w/Om3v/4gW/WrHkF2tW/nTtmn95be1P3nrlf76/7n988s7f/f69v9n4wY+/ee2fPuS5xWQsJyaNey1tSllHxDvQwev48gNPDSheypY9Lz6yLOEA2WW8+dBqJsxgv7b2xIkf1C+jg92T3R63ldqaHcImslkmTLDc5zsOfSFyhgChPbkFRZRnswQjXdJdE+aOQ9sPnsgvKQeD4X05SHQoYkUfFmOj3B9Uq9buyzv75c7DmCFYzmC2svskgAF/X6i4AV4F9OKj/XmFG3cdwczLrlbpTVbAlWCPRkyGT7FIX+/OPXKqWKM3SXqbgqWBYeDkXYdPf707Z3dO/qVr1RevVn17+DRwFEt75vwVMebO1jxNwsKylTCxEUC2p4svgbLa0VcjfujgiSJsK5kk+dNowjx8qlhrJIxU602ll2/gF0G2WJjTxeUATp8/wFZTLa2EKfVjxhAmsJNytuGgxWFXGww1ag22G34IrBvu734ffgbBb4nyCYfGYKpT63g0vCYyOF6r1jRodTqj0Wwl6xYhVsn+OzbWBbVEavplwoyIgwkDpLbK9tQTHgz5yfwjIlvmFqKhLie7c0qO62EqdmF7d5PJiF9hU4AYb/coWX5JnD/aPql/vchBttgL1V0NGcePwtIL3+cOwVXx6SdGxSFMjvz1j0zLlpqAkpOUb89JliXWlyxZEn9pFy+mGrbUv/4g5RdUDJ/6d+/0jDD/ltz9Vq1axV7k8VdqwUKpCHOSMm2iUrojz54jcea8SWOfnz3m/cWjtzw96ulZrdgc/VqqnMxD6o8rM2M+Wq2cuvc/KV5eEMleXs1BIVv02E+eGTMsO2rnSFy3bt06G64GNiLMeq0uWssLz6cNag2uEJs2bcKU69tJi69Lk5ROX/hf74AwJw6VUt/jlEnPpU4q63aS8MP0mZOT2zyV9ONrQtK4V1OnnE8EWMqxMIVOjcmjJgwoYaYInaVZIycnnB67E5ljqHiguPBsqD90L7uMH9QvY0JUYLrsQtqFy//AY/gHEyY13Rw8CRACWQHYAJnAvytV9WYH+f11L4d5cNuB4yeLLqra5zCFZEBAtAmzKhEoQ2+y5J09j7kBMgFm4C4wAT7C9DUqLUh1895jIMzqBk1JeeW2/cfxTxBjTYPW7aEqRMwKX8EXN357FEuO6SPEyJgUatAZwIHAS3yKpVLrjViFo6dLsHaAzEMnizBBUPLRbhRiVgG506dDwpSBEEuO+Xz1bY4gyXP6jgjz0Mlz9VqD1mgBymKG2J7YyEUXr9Vp9C5PB1WUHRMmuVgSYYbCIZvTpTGaBelpNAYjCDAUDvbvEUIp7qCfLLbNZmyceq2+XqMHZNaptfUaLTf1qLQatVarEblKs9nESpWRrr1Wr/ZGUWMZ8f2h9m8CeB+p5FG1v4BRubcU9yPuAgCpsoMPQyupHknG7tQWxO8L+SN6G3+HxRaI8XZvletvjn7M6Wcvcjy94ngjIane1mFyyJm9LgmTY8erQzPTpCag8SkUeBUWno2/tFlZpJCc9t+/oCHvv/qoR3hJhPnj9fj6osVL2Iu8i9H/etWu3XvkZp/FS5YuXryY/z79xsjbW4dGh3vjsBOvjXx7wZjMSGdTUlIb+zz5tUo59T9r6jI6pijpLjn6kbtXtmjIX7w/8v7ZirGtGggpo9Kn/HzFyv/y7RP/4+3k0cR1s2bNwo1Gq8fVo00ZSU2DGtcQnM5Hj1Ix8Iupk9uzU7rQYM8ckf3u336RMZIIdl3atN5hWFH20rzsxfsy52/PmLtx/OyP02f+Jn3666lT16ZOemrchGXjshakZMxJGT8zOW1Kciq4MSMpJS0pGTSbrOz4IMTExRN6LGI5ELEz40lepIHDy6kjqY0rVTEu4ejYnXjtYaq7eO7ZZwkv70gCMxDw/aB+KUd0BSbwkkSByC4nCG5hwgQUkZhPfmlufum+Y2eBbd/sPXbi3KXKWpVDCOLLlZOdESZ3agOxzlfcwDsxUavWGSwk5yjrq4ORaIz7SP4XOw/j6zdq1R7RfeN0uy9fr8GSgPHwEf5ZVa/em1sAwgTXlVfWOFxu/t2bdWp8Ueoir7hpd7o4IRmk+lJpvbAi4MyLV6vwqcXmwHS7DhNO7zx8qqKqDoDNo+pCUTzgDXRBmOwxBO4CQH71XQ7WN7eg1Gix8gQyYX6x88ie3DOUNb1Whbnh5z7bdhBrevVmvd3pjtEaYhzy+31CwMfaxpFcqMELuXevxWbXUlJRW6vWqPV6k9XC7ksC6jqLzs6OoFB84iAnHcne3e91uBxGi1ml09WLoXD8os5o1pvMRlo40heS3OAko3a7xyMJUVJ6sFmImnacpWQDKQeg0SJ8zFmaidyK7Va75IXU6rmJ/+KfdiJMs9FoNBjx+ya7kDZiT0kjubeb8fiCR8gOoZEVlqJzm+wJ1S+EiZngMLDY7XhsITefPqQxP9ywARfGL56PbfOJHx+sHjEuMnI4adKkq1cr4iwttqREAvcsSvvR5z3FS4LSv6SFnPvkk91fL3DFrj37P/7kU3wL352Zpaj8YHgMXsZE7isjl0yNJGmTkx+fM+czoeEzVTn+a8XShLPfnYkNCsnr+cE/+yjhMBkTQ/9l9djhWa28pUjKeGjmk//vb1f+X9/JseRHX40bSY0/FRUVBpOxnkQwWp9KaoSvKM7fixfL6OkjJbM9O30yflYru4ray8/HP54QiqucuKp8woqS7GVnspeczV5yecLKxOYtY4JR/OmHlg4EXq55aAnvgneGPJ1weuwyDvzi4/GigKHsfOkdYEv5NvqDPJF8Q2xqDoMf2CU2JPxhwyQm46NeciaxXUf25xWeOX8FFHT+CqlQgu5AWccLy1Q6EgYXvSrxCJM7tcF72w6cwD9j4vCpc6WXr4PNvH4fL5XTTQP0XCe5/cCJC1duAJtw4wZwFJVV7M87uzunAF8MN4a0RlNOfsm2/cdBa1hCi90RCAWMVmvZ1ZvbD56ILI/aTVY4whjX66tV6QpKr2zem4cFPnvhSp1aD3x1uDxXb9YJ8aIc8X5FnVie9nWYnY2SY/GMFht4FZgKJt9x8GRB6WVLZJoowqQSzQPHi7AWX3139JMt+z/ZvA9fwfq2J0yWKgJciV5p8otkR3Iwn8ls1ul1gsbMoCytTkdZRI1Go9MajAbhBWxDOKTR6vZBLvNOMejcNsSwtviuzc5K5/QjRpNJbzToDHqEgSTobQ52FfWSNWcoJClVtjVq5zrJZvboEVakkuc7S6xzplJkKSXpS6/Pw09/bCIZErL5zMNsOs+OS2Qh5PeBol1kc2yVLYEEZDoE5NI/PR4XvtLxYd9BbrOfziYhhomfVxuMNRo9V6j2jjDffY/cFXe9PrRHhIm4ffTXL8xvbQL67W/f0+u1nS3zjh3bub875acrezo+ToT555+KxNTjPSJMXDFWrabKqKdmjrV+Piw+XspR8vaIF+ZIo+czZs6UV/B15ezud50P6khj2aJ77xbZood+/O6oB2YpxrYWQ4Ihp/70qWiwjI5J9xCc7Ny5A/caSmNGVVaAMDWCMHENU0ZJD0XH1QkrX0ydHJ1F3Js5L+E4dxfGatEVldW2w71fYuPP3ksS23/eiBkJp8fuxMuPkOvuS2vXhrrnu9Ev8QNeykEamEG/2+PCKQ/eYBsvEvNxuUFrkVwfZQIBgTqjpUFryDtD9Y0gJaGQebNGpb1Rq+qSMElDcvshECOmiYk9OQWFFyowH0zPSyVG3o1FZVe37svbvPfY6eLyqnoNeEaMnl8QUFp87MwFTAmEO1N6mUfwcwtKdSaLy+OpVmkKSsuxPNxFjm9hhpQ/a262OlxY5oMnirAk4LrL12tMVrtXmGOqdMbiS9e2HTj+1Xc5h06eu3itSmQ+2/WSi3wsFqCyuh5z5tAZzbUqbVnFzdwCEtjctDvnCBb6ejWw6VYUYX627SAAFZtuEyU5aSQd//xkyz6sJlYWq+z1+WRLbraa8njcDpHfc7vd2DtMmORq5HBw5pATh/jbJLxyuCeIHXMQghXtBI0Oe5sXGaWDPh0OkfqLDvwWfZf+S39YIzWUZoGEYkhajH1TE43kJh+nlpIdYMUguBNzI0Mfk0mIMJOPOTu2A2vlhGeXddGsH8VD2wBRrsDkVWectguPSbyDmfv93v7SIOpOSITp95lsVpXeUKPR9YUwX3/zTVwbD739WE8Jk0O/fcgXzw+T78WbNn0Fem+/zCUl5+jj0anpf7KpxyJFo9NS7hFShFOndn+9alSab7ZsJS7NVjRt7hZbRsep10e2H6MEdbypnJOvWJtwCBzQWKsgrr4bZIuG/dtKWYlISV0zyZlDZs/76486Y0uOOf9I9k9r167F1QAPwtHdYYIwdThzcVJzfUhn+PRd5rzPxj++Pn3m66lTi7KXJhzn7sLYkTFXOTDS69mjqcgzY2xawtGxO7Hvlx+mKuhYunTh/IBXYEaq+uku9gNeRgIYwwOUbmEUe+v2LfaLIYCx2aMJ80LFDdG/4RK5vgvf7MkVmjxkqXPpWnV8wpQ0JA+cOHq6BBPEBGDuek2DwUxZyluRnnG7031V/PpX3x09fOpc2dWbRoutTqPfn3d2234q6Swpv46JHS7XxatVAEIsz75jZ8n50WIru1oFwMM7Uhe5x8simbj9G8ykpYlFJXnPvLM3Aa4ej8fvd3t9WLurVXVgSJFmpJ/ArAQvtclhcj4WDLknt+DwyXMI8CpmhY+wgsBLGmeX1emDkuoRE+anWw9gUyDwB/AS0wOMmTm/O5KPbWiykso6jUqTzTftF85G0t4JBgH/kSbrWzxZUIxiB7iw2C+H1HMdHdR1HnmRXbrPL4IygV6vRw7ZSx3zFE7sbTKT0UqVLbdahEsPwzAvM4natclSCijll0UYi+P/u1qLMylLyePyotemsTt10Zx1J+sEyYU8hLlhtmJw3EJS7YKZabRdJH6xUgPUWd/Z4uEwxno26PQ1ER2n3sXaF1/CtfHE+4/2jjA5NNuGvLN8BGPA5MmT9+/fF7PAy5fTM/64n6zt6fg4y2DyKzs7u/vrVX712vh0KikseHNET/ES8dXq1vRszGuqcnzCIXBAo0jxoiRb9C+JkS16+G/fGjVkhjKqg3vciMzp//pMfLCUY+mffqMU0gEer9vY1sVeJkycPk888QQm+4Ee7zbCXPLoXN7pv/v1ywmnx+7Ei8LK57VXXhnwCkyhRtLYRH+QwVx/dIwO9uCEE270ooLOAqIQ5IB7dhg35faEWSaqGYEd4K7yymrwFdhv895j+ON0cfnxs2WAq3h1mHtyD5woulBxE5+2iVpNrYpstR1uQtwmUQUabgzjh5gn8SuYA2Zb3aC9WkUeQ6Cy4kuV+C7WAlRUVa85VXzpm73H8BEmqGnQYuLdRwuAkUdOlaj15pCQWQ+GQmAqzAQg+vsdpKL57dH88xU3wI3VJF2ouVmvLi6/tuPgyc+2HQQl7s8rxIJ5fQG2F5cJk4WbMA0AGxBLpP3d0d9vPwRuxPvU07T/+InCsnphsx6OlALKhMmiT/gKZnWiqCzv7IVtB6imdOMuwvUbtSpsZFK893pYSFw4cbuwCNg733//fUTJ5/vbt1tuSYWaxHz8/yJBWURsw9iIvKJOjFCk5DIYqdsMMUYySEoalHJyMio/SeAtRIQIX6ndmzq9wXY2m00kVE0ipJdJZFi5B0dYaPW+rUaqomxpnQOWmXTXrdz4Y+EyAFvEgJKU2P2+fhm2kBuFmqXqzUhI9ZzYcI3CaMCrN5vZa6nXeAk0fepp0gM5t+GRvhAmx+XPH35mrgRmixYt3L37O16jnJwjlIAaOqkXFZjRhJmWlt7dIfK6hldeIX2kt+aP6QVeItZEtZlnpiq+fmpUmugsSU2lRpINUULud3/kKJ5ZoJw4SYk1SE5WJmUpU2cqMxYrJ72gnPm+Yt5mxfKDijUFiheivzJPSQOgY4ZOuJNg+cCffDbsp0vHjmy1/05SJGc98MTCv/xdN9lSjvEPk4jiueJzuCJEE2atCoCpB2Hiefj555+n7H1mrCTmD5FAwnx+yAre9cuHzk04OnYndt/zQYp4FLpacWVAs5d06wwHw40UIdHFkHC6uxuCnVkAkyKzZBUK6s3UNC1yWS63K2aUnAlTjKoHtQZTQWk5wA+khNh1+NSOQydBZfF6ycFdRRdVOgM+ag2P1+X2ujyUUvOLPJxUg0dJrTCPiYvUKDndnL9yA2AJvGSSNNtIJJPUrc0WgOI2kQ8svnTtwpUbnOf87kh+Qcllo8XeKNAIP8Eq69sPnqDqR5FWxbdAeohvj57moXasxSeb930iXDLLKkgBye0hyvS2zWECL7HKu3MKEFh9rDjmBsgEcucLvVCn281pc2abaMLEFjtyuvhCxQ2VzljToBGQeYJLW/NLygG6DrcH24LHtXmcF5QXLU7OhMljsjIQto2mxqhoapYgtKNojA4cA2wfLLq8xVA9NXpHkpPC0rFNatIqjcVLHuIka8opUOof9wd8dCwJ2x0hg+nwka1Pxw04PSC9qCrK6CMZBGsyGXlhxHC5jcnW4bD7fJ74quNd/6i0tUNik+BEieSH8UeQ1tYnBAdcHq/Fbm/Q6cnKsw94WaXSLlm2DJfH8s8f7jthcpz64NEnp46R85lHjhyeKaoZU//hjb4Q5pQpU8qvVXYTL3fv2Uv3vmSl8bPull/GxHjRYf/6vFZAdX05bMHksYMxjTlD2TrQHOeVBIZXpkxUpj2uzHxSKakAPfTjd+9E0vLvXh/90DSlorX0MXV49oz/s7anYCnHtH99BjP57LPPzBZLG8JUa/QGI5kyeD3r13+Aab7JmJNwVBuM8fvxj88Szj79SJhv/Po53vszRk1MODp2M55/lIp+1617c6Dxkm4HQT8PJAaEakrC6e5uCJLO9nk52+MSFZjsds23Yy+7RrYjTP6uW8ienyy6KAZ5SYGH+aozwmS9ozOll802e1vdmCZmISFQGJJbPMKiHo87yncL1XQ2Lj925jyAEwBZp9H7hO1OuDHskjTYTwNEcwtKMQ1Xbx45VXzxWpXN6eJVA7ZdraJeHkwm2o6Ofr07t31sEuWRv9uKdck9UVhWWd1gdbiiCRMfYQJQLjZJUdlVREHpZfxuZHg9D1uqXmsAbHDFYGM0YW47gK9jU5y/cl1nNOOIBIhW3KzF1/FzG4U4fGHZVZ2J7IeEnxq4qDFGkzzidHOLPb452wgaDIXCdKDzQHmgNahgMhhsm6sMdBjBEJsdhCNg6ceOBqtZbDajyaTV67VCNl20b0sloDJeCrNXL2uhs/IPN0lhEUCnXPjp8bIRebgvgwiS3JDUnx6dyaR6DwupvFNdAesXiT4lE3tK4miXV1Mcaf6o4AMvGEe2qCPCpIoCrJTT7bG53DhOzHaH0WLTGEzURd4XvGzQfJ/zIF/Sq75+qL8Ik2P3G0PTxilkYOipxLocXIH51FNP1atoiLN7hFnPTLtnbaw2UY8Cc9D+rk37+ZGXqTgzXQy+D5Y05mvK2bwLXl81bPPbD3+17uG31gx9av6IudNHT84aG72POnyNenDmALLlf/ts+M8XK6LS1EljU7Lvn7foz7/oNVtyzPsbkihfuHAhrglCs0jDHeV1Gi1OVC6l3rqVynTfbyeJ+UPEiQOZC5aOy4qWlE8bm9oveLn+nle5u2fi6MyEc2M349t7fssb4ebNG515bbA2cverKyXTwGCg9dYaDLR9xy+6CX4gTApsLpbC5kK127dv4w4qWjssuHtGqxW1J0xsbYfLfaNWdejkuU3f5chjxPEJEySG+2+jGExsDUkCm/4jKvE4qB6PO8q5dwZz4Ozl9gMn8s5e0JvIE+eWsPYW6pcGVr/Ep9tEHnLr/ryC0vIalYa7yDE3i530iISEEbHlwRNFx8+WxQTmnHvm/L5jZ5mZMfHZCxVGszV6lPyzbQe/2Xssp6C0ukFjtTsQBrO1Tq0rvnQNS4gvsns7qEuuGIxyjRTj78cLa9U6HItkXRoOMcnvyT3zxc4jWDbw89Wqeiytj8Z2G0GS7fCSXBRFSvN7NlUEauI88Xg8uGibyevHzFWIFm4FEm079khwI09HLwvb4nD9JP6BPwwmM3ipQUvidcJkXG+22lxs7dqKpnIhZTiy75pY7TwUDro9btKydDio/BIIGiY9eR7j7l0mk/vrcSJTojtq7Jt1pTxeNxbcFNEv4hpjk4lkjYQCUqQitHUcX/QciW50fAXnQqhzz82YUfJGUXLj8XpNNrvGKMmE1mna6Ej3NJ5+9rlXXn/jnfd+y9qPWekK7bYh/UuYiKfntillTBoyM/2/bu4pYY77CVn9frD+A73RWKvulvLntp278JVVM8b2BS87i2kZEpINijTmDsVKXtrlc0f+oeynnYX3zM91Ofdc2H7f/o+GfPrKI6+tHLZi7sjMdFrTAer3eeiv3xGVllGgMmzirP/9Uh/BMjqShcuPSqWK7ijHRcbmIF0ynJ7nzlH32fTktIRj2+CKVaKFHDQ4c8TU9+59qV/w8sufv8djzZlj0xPOjd2PZx6l59+333orDl5Gyr46h0ypujLM1ZXcsircP1wiSD1PdjmXozMBkz+ekFUWWXVQJHWpdQNbkEUNhUpMSFZcb0+Y3GFtttlLyiv3HjuDCYCXH3+zN5owRUFaqy85JRVPF1+5UYsbcYcBTvMI33CZGaI7yj/ZQiWOX1PzTn5RWQW4LnqNjBYrCQ3tyRXd2YS7Ow6dvHjtplHUjVMzeDik1huP5pd8s4cSlXtzz5SUX6+saYiN6gbQXWHZVVIBFR3fR08XN2j0Xp/P04niuvDpDrMUPKu4b9mXl1tQWq/RY/lxZLJTTIe+5CL1SIey3mTNL73MlQaid/5SVb3a5fE0izFreXxc7vFhdaAmaru+JQa1b1ELs88b1WUjqh8FWRmiwoh3TEb6Q/TFtCdMc0SbiBSQ9IYG8FKUv3aDTm93uQLCl7NLDgTvkYomGM8BKHV6sQmD/mBjMNzEFo1StrDLfGaMshC39mBuQNyY6krqEQsFHU47d9nbhHlQVE0mk6RFIum2wfzJMp7CTDYsVxnI2Nz+PMKnXr8P2F2r0fXRJpIjJk/18sJ4lpG9jrlTaKz88aSMGcpIZZ0iKfmeRT1UK6IswcqVK7HhGrS67iiunz1XQgNtWYqBIMydzxI2Z2Rk3P1pzHOKl9jsclyKwpD7yziE2WHsWT9E7LLk/mXLof/81NjhrU5JSWNTJty3oO9Jy/Yx4b75mP/u3bvxUIwLEY+V12t1FhtJXrDY2oIFNM2+zPkJx7ZBFBeyl2cmUVHyxFHZ/YKXu/7t07SxdKCmKsZ9d8/7CefGbsaOX/1GSmBWXuuMHiXCFLfgGMhsxUWROQmTqZ/kWeyV/OXaEib3q0b09Dj39cccnAXChhK3VIdou2jB9nM5nTZRLEdtMXEJk2+vICi1wVRyuRJoFJPDdHm8ocawO0KYn3BrzHdHd0ZqF9vHyaKLdRq9Wyir80/wMnBH+YbNewGZYMijp0suX69xRlSAOFgnEz9EA9xb9v9u64E9uQXVDRqfn+YWDAWBGhWiT5x9IQtKL6t1RiBch4HF4OF4QObuo/nXKKPodHq87QkzMnJKfTQmq63o4tU9uWe+JgvIU6XllWBaVtS81ZEvOfYCZd1xcDaGnB43lraglLyKON97uqRcazTjKMfchXn395y9pOxxRKcI8OYXXTOCQlvrMnG2BAJBGmd3kQiV3mDQ6rQ6vbAFNxpIK4iUfFpHjaNHyTnn7/F6zDabxmCsbZuOU+mpjLY7fTpYCsyEdZaAfB6Bl4FQIBAOADIRIYGaxJlxvRq5r0ey4BHnLzYalQr7POGO6jkj/qcurCNuXlhNXAq4YFKYTrp8PjxyBmN65HmLuT0ezt7yV+RRj4gNegdrjXcwBR6OatX9Q5hznpg7ddq08RlSed707LEDQZgZwiXnzeTZl1Je/H3ygkxlxBZ8TOq4f362u5D5J1/hG+PHj3c4XXhA7I5rZHWDOiODGMb+RS+LMONE4OuhaREzmbs8jblKKRkg5n72QE/xEuHK/wV//eG/favvYPnAjzaQe3iUEU/q8KyZ/+eFfgdLOeb8w9v8Q9evX5f7fWpUGlwwdQYjrlQgzJ07d2CCtamTEo5tgyKeTMlIS2pt8KeRgocX9Z0wM8fQE2iKInnj/W8mnBu7H2seW4DFfvett4I+b5wRcBo7bZI1ScJt6iojF/+QqIlisGSebFOAxtlLxsumEHd9/rEbkbc04S5NKotkw+f0kQAjbV/CS5vVRb0Y1BMRJgMdz/Va9f7jhQCeY9RnUxvNdZy7A0PWavR5Zy9sP3gS+PetkNypVekAivgUfMWZvY3fHu0y8EP4Ofyo7OwjaCHYoDUAyYBt3FQO0sXd3Otro+zH1YxYDLDu17tzSQ1eGkmn4wcYpjNZyq5VAf+AuIDlq1V1IMnONhFAGjh9+OS5bQdO7D12pvx6Db7ucHvqtYZDJ8+BPNmZHVjLPSZsP+oWXe0FQpwThAnSrqxpcJKIJZGJQWRZSaLzwImT5y4CR7lnX+hA+nx+r83puFHbcFjMf9uB4zQKr9I6PR5AJhMmGJITlWazWa/XG0n2nAposQdDAkRlKaFmNl8Xboz4CZsYOhfD35zVJDVKoJef8FvUTLYFPElvx2Zr0Blk30PgE/4GJ2NjxsdLzs3i1ANeWgkvseVcvqAPbBkTUj5TTmZ2Vv3YLKlAcOCMFqe5r8POHSbSQNAPssV6YrWxibg0lB9LsYlu3Yqta+USEa/XK5K3BjxkycJN/AcPhUibK8bTU/KINIDG+9Td0zZOnS3CRXLh9DH9jpf+/Q/wPWhH8jIQJsdrSbPGRSq4koZnpf79W92BzCRh43KzqipGeaazwFG0fAWNDpe80xudoi7ji1WUxmQfzLs2jfm5QjLKfGXFsF7gJcfkLOpsGnHP/L6w5SP/9OKYxya2Ji0VSZlDZi/48YaBY0s5Jv+cNLJWr16NmxAeT+rVmpoGda1KW6/RabRas9mk02l5qS5223D8jzwmJI1jGpw0Knvpo/N+e+/LfcRLzIfH3Nc/uDbh0Nj92Hrvu3zk1Fy/3h2VdVGmF4qmSlZHYUk9Bk6+U8vvSAPojVIlp8hbCrYkkZP+8YYbrIHVx90/4OdCPFYoaiLNogCPk/r9Xh55bGxq9Pj8DTpjwfkrILfSK9ejuY5HyYGC2NZWp+tarersxWu5Zy6AnQCiOqPZR+6TYIiAzmg6e+HKwZPnugz8EH4OP9oYSTIzqwDkLly5ATw7cqr4dHH5jVq1xe7AbT16PwJ7NAbT5es1WACw2aniS1eu1zhcLuYWn9+Hp+NLldX4FB8BL2XtzQ6DndYvXq06UUTTX7lZozYYSe/dbAWc5haU5peUV9yodTjd1PghuKVZDMTbXe4aMgyixh8sKpbH6nCIEeEmi91ZXF6Zk1+KjVl29abd5eI6WBbwoYcjMoKxX7pWhV88dvZ8funlazX1gEhsYU5gCp1SLzl3i9FtytJTiaM9orhOEUnZ4bRqlFQrud8mLKX+MCXoVKfTGUR+D2dNOByMziJyHtTj82qNJiClnJfD3wBOLGGwq0Y5OUMudN3tVHsZimXLaMikZKYod2kPb5FCAq6HCclO4o2N8UwTsC6YBjsRNy+QD7ZVKMT7uiW65CC6rhUnAZYZLMpVBC6Rw2S8JBUmt4vMj4TlkNSpFPXTQrvVhccZtd7QV4WiKBI7mncCF8ln5o7qd8Ks/vohvgLnpzwrEybHiqTJrbzxyLT0rnwkk+8n28e848djlGfixG/epzbhrU+PGgjCNP++VWH+7kxjHlM8m6KkXNOEjLGeMz/vNWGCTjGTscMzewGWD/7o4+G/WKQQLuH8Ivfwn628A2Apx4r/e2faUPK23rjxK6dLyoELyNSotVqj0YBr4yuvvIIJPkuQL+Sgi/PZy/khcerIiX3PXs4YMYWPjTceXp1waOxRrBo6D4u9/v33CS/jamBSfjIUaFdd6WKHYpkn5QYfzljK9ZmRjKVElVzx1ZJwxktoUHVcKOCl8XGLGB+nQj5sPnLfs5EHdCjSBkWqRKEguAhkWXGzDnhpstr8ZObOnbyiQYfKGJr8waDJ7qzTGiqq6q9V14PlCJ/CQfYKtDudN+vUF69VdRk3alX4ufY1fkAFlc4ALCyvrKmsURmtgJZAjFELDTS73YCiypr6Kzdr8YvcqX0rahyzukGDFcGvGC2i4LNz7RruY9IYzJU1DfhdrDu+ArrGm1X1GiA03lcBhr0+0XNNXcnsbEim5w4Xfh2geKmyqqpeja+ExYZyebxVDZry6zVA0zqVDgdxIOATnVZWl8uFI7mZtmQAnHy9pgFoWlFVV6fRWxxObGIuvwyFQg6HnUXFPSTAHhBzsBoMBlyThV8kc6OVx4IDARoLlgXSb9HIdchNO1ooDgnDRofT4fG6/WTUKPnpIOiHXG7wZDTw1Gv1BovV6SEJpvjHGOdmqfzRYcfPhcKBJmzRphANjmNrdciZYpQhhjAlvKQKBCH6FJFY706XkOj/avR6fSzI6Re1CsyW3IPPOp9cwop/kqd8wO9kwjQasfByvQ2pHgHjRYeUU2yugNhWctc5DnUiTLMFjyHYSjVRWN4zqqxXbdq8dd/Bw6fPFpZXXDt4+Chd3pf0fx3mkXcfI6hQJsXgJcfxlKdnK1uL8ZLvezJes8+/kGInSMDucET3BcdZzZ279+ArL8/tpRhml/HBktGUxszOvjvTmHMjWkNF39zfa7xEnNn0a34O6BFbPvx3b4x+bFL0WGr6Y1Pm/ONbd5It5Zj3t+t5GUpKSsgsUqfD8VOrUjeISxnOxBMn6CFrbsr4hMPbYIltGZIi+vyhs/uCl3OHSf7vzz26OOHE2KPYfK9UgKHRqGNgsl0nuD/Aeno+vtS3VlfygHjEEyTY2lHeWmn5Q8ays7s/MYadfPqcfr8fN1cQCFk5Wy14kOSiPvn+TrfdYNDp9tqx1b0eHziEGCqiKYSbrDBhwX+BhWA2MB7C5/cxXjIhYHLsMNyCuwwXjQgH21e7CRs+v9ONmbgdblJABzzEdF7waDV+2om1c9Gs5HURvSFhr1g8h/goEAyEOxel4blh7XwBPybG77rJepu+gjdx5IG+2I9bSACFRFLdK8Ivqh/9WBfAOvVFijFuweGNgChAps3pIqpzOvkpidQj/X5QFHYE+AfbC+9abHazzYGVxZrim7e//148BVCGjUXLWVJSbNsAGFVv0NerNfUarc5opOJM4fwo+nbMclYzInLeLPaX0NwJhVirCl8xYbZWaTS5kVpX/Ba7A7Ak42UNENZkBl7yno1zgFHtBNaUpNeBl24ey5Z7mmiMuyPIlAiz7e6Q6lRpZ3G5ZutzYpfHeYuATHwXvI3tQKAbCjJPRgbZ/bI8kVATJa7GHsF9TafXA79ZjFTyzRTBTpp43+FyiHymF1je2BTyB/1UUaA31moNNRo9nkeie6O6H9UN6vfef1/Z9vXhU8P7nTDfW0kWP5OUaR0SJsfXyYsnKCM5rrEpKf++qkPCTPvR50lChXvz5s02Fp/pqhqz6HwZpp+WOSDNPojaj4dHV2N+qViScKqU47eKJ3nBPn7p0b7gJUeyKGp49J9e6g5bPva/nmvTxaNInnDf/CU/+iohbCnHdKGNOXfuXCGCYQZY1qvVgEygJi45OOWmTyd59qNZCxMOb4Ml3kqTSnzXPLSkd3i55FHpKB0syurRsWIoMfaGDRu6kaskkvSQLLeH05UxGkSyBYncUd6mQfWHjGW7Wz+2DDYgi9WIGrwwDQ6K/nHBLVQ5KesFsVmJqDFoZEbi4kyJMKk/hTG+TZ9vtA72rYi6S0+jc2Zoll4tzTFTyhqJTe2K+lo/amoV0on/W/KSt/5uS5t1iZhv4+ALtpZt+H2sOxlqc0yyKFNY9KMF/QGeVFT3UQ9aqKmpmfTNb9/GTDGBR7zwPjv4sPQlpUBdLrYH5z4sXkjsBYvNqtYBadR1Gq3RQr0/fAbZ7YIwRes0i0OCgSN6j01s0xMOh8keFNd24RWOo0IUHPodlJGj5miZMPE3qAvI3UVXTkQAU6gT2bFZwhGf8TYbrZHzmTJeBkKNbXSHxGanWQWFjG1jpB+/p8c8CFwQpoXbw7neGH9jG2KDiCsM11j6hYgotQJZhNaTMEd1smN7tIu7nU3bBWdiApIADfjw8GWwWFV6Y73WUKc1NGgN9cSZPa7JrFFp1r7wIi6Py2aNnpYl6YdvemFYvxPm0lmU5VuUNCEOYXK8kzQnVSm1D4AkU//nqx10lP/9WzxBYWGh3Bccf00nTqTav4Fo9uGo+O3wzNRWMcm5yuyvFUsTjpe7Fat5eR6fMvr2hb7iJWL2VNqPI389Oz5bDvv35dGylvJr/KNT59+Rksv4kfEQpcs++OADqlHB8aPR4MQh8SK1Gmfil19+iU9fS5uScHIbRLFsXBbv4nX3P9dTvASX8nfnjZiZcFzsaWy6bx0vvFqj4WxYtBx6dOETp3cibOnjXk65qLKxw4ylPILW1Z3oj9OUPKp/nNJcoAsalvX7pP5xh50LzEQvVUDuzecGB26kbW5p6wIjYfydW4UW4XRJ0dHasZA4Z8xi4DMqevu70f9kZG0OS4qIcvqdD+kYpVbJsTHE3CUKJs3Y/piw5VYLD9O2tNzC1xxOJ66o1P5sp70j4yWW2S+cPcGBUtlkJIvoD/p1JhPwskpofZhtdo+PMVLaicLS0YtLtyj4pJ9mU0WBbY1ylSaVSbhcrJZptVkNZotab6yJ6vGpVesMZqs/GIh/cgm89Am+pSQ5liHaZ1zsu6ZmWaNJDJpzKWZMESZ36zQ2Sdlyyr72SqEd32UhIvbcpCw3FbLarFKm18FZymhnIiy2V8jC82MvexLxoAlCdKM7Scvd5WTmdBBz2oVwqElvpE5YrcGk0RtVOn1PazIBpQsXkYbb9a8kiXX77ger+1tuHTEpg/D1jaTHuyRMjjVJU2VtxKTHJqX+5Uex0uv/ugYfzZo1qwGvbhDmU0/R9APU7MNx/YPhE4VoZFqaBFfzlRO2KJbHODDeyZisTOclufLtvX3HS8T6tVTtMHZUescd4n/6u5H3PqkY29pfvHDWqNIt95344oGZk1ttN9MfnZpYwlz4F5/ykhw7dgxXObVWW6OSCNNoMt2sqsJHqUnJ1yauSji5DaKYnkyHfZIyae2Qld3Hy5cfeIr3xayRkxOOi72IpcPIzv6jjz52uDw07hiUFCz56i1gxs/SzXKTDmfSWI+uWbqzC63j9hnLbo+gyWI4fzwhxi65f5xurNjabDONe6UNd1u7zeNxgQdkp+lghPllvI8zpnw3BPMzFju6C6OlpZWH+3HhJV9szvQ2h6VCwc7LiQEqPj8JB1F+THQ3u6nBvJlrAiOA5yb9SVFICdRsEp8CLzEZWB88wwPZWMfoFfEF/GqDke/aDTq9TbjGx1SxYoNgP2K/g111egCpkY3O8SZ3oPMAMd7hAWWjICW13lCvwaVeU63S4L91GqpEjdMbxZsFp63H62adc6/X3ZnwbJtBc9FO3r4Ck/0qeZCid+IP1BEf8NN2s1gYp/EEy1aSYgTfybjIRuoyXsp51wjlhpnVI49dklOkGG1xsW0Q9V5ZrSZJfdSoN5p0CINRQ9tQV6vWxIbYpNV0G1VHD6bXqLUTJ1KNnGnng/1OldGRIqBja/KSbhImoijlOdmsEK/kB2bHtvw8MAfvb9u+vTuE+dHHG5QD1uwjR/WHw6dGNNiTk1tBa7oy41nljA2KhfsVa+4YXj6jnM6/vvXdh/sFLxE39v6K5/nAn3wGnnzkH14Z9tOlox6cOWZYlmLMOHl9k5KUzy8eoTpyT/R3T335wKwpo3mC2f/4ZmIhc9b/fhmLMXHixPr6Bjyp4cpTp6ZSTJxTDqdrzRqq9f36BwfJHkZWklQsMnfYzC7Zcvu/bZg2UirQnTw6O+Gs2Iv48r43xNGedKmisrpea7JSSZ1PXK6Fup0YBw/SFdzl8VgdTrPVTmGzW2x2qxiUcnu9wVCQR2y7k7FsaY02I+Y+qj9MPBTdseC+b3/Ab43qH29ubgHYWG1W3Bh5CDUo/DRbZZ2aGqPx/m7Gy1tSDjMgkmZt6kjZdaXXlNLpJo3SAGepxs4gMyRUx7GdTWT+bgGRBKlbqpltH6lI1U2qpDJeAjXxndu3bzNeAvRBP4xJTqqTbO3jlnrkI4Sp0hnICb3dmvLINc4yHmR3ibFdIUJuY711MaLtYPoVbTGkS06caTBo9HoyqdHqga9Y+mCoU8JkHguFAy43DS6zHHqcis2WiOlPh/zPe7MzdaDuHvNUvusVZG5lkBZy9BYhDyU9yYp9JNtoBkWuPiznXXkvR5u28xkRKSAJifYuMm0HnhpMZgOp25OlplFIjhrpHcL16NAZDFq9XqXDhtXVtVWzv1ZVIyUQJo5d88Sod1eM2PTisNPrH+1fvHTukcwoL6S80H3C5NiZsmxKJBGnVCSn/GJJaxrzlzS4tnfv3u4Q5oHDhzHx608OVLOPHHUfD3934ejJ4zu1X0xRJs1XTnhL+cSA4uVHivn8c/Hte3oRkrOkIrnDtUtPVbz33GOBwk471p+cQZCZ8dDMhI+Vswb7q6++igsgPZ3pdDTgIkpcDhw4gI8Wp2QlnNkGXcxPkWR1s0dnbPn3DzvDy6ceXpwcsXAapNlLxOJh5MH60YYNp85dyikoraxuAD36KGNAo1FB4VHi8fm1Rsu16oZzF69hMsTp4vKC0stFZVfLKm5W1attuEHjLhBVaRnnFtPcGm26fnBPTTgR3bHgejbcUl0ul1nobOPfABhgjBskL/oXhPI254vIyqR3NW+JXEeWThJEJ1X93Yq0IfctD9adzSvpgbcjTDaZwqOTU/igiVYaV5DSgLfE2HeLSF06cSHV6UkCDkRns9txMsgTkGu5yHwSXjodfn+rAiSvstvnVemljm+13uDpXAudsosel9vtlATVhZSQNG4uRom5FJO5SAS9iHtxtaeRX6PFZgu0zaBGBzZCuDHoFw4+WN9A22Ry/H0Xq1AUqcAMdnsmHSyPqJrweD08IM4PG8LtyCT0uPotpy31krtcBrMFuxB3RgAkMFJGSnJRYo17s/CpFHlOHdG7Qa0zqLT6eo2Wc5tFpecnT54SAwllnz3cv4R5+oNHMdtxyuSe4qUc65PmpisjvTSj08b9ZC3lMO8jhZAjR492hzA//f3nmHjzmoHNYUbHjfXDtz8z6qmZY9vgZUqrxvgnA9Z1vlexOlloyMyZNjpU9LP+JczFs1vdP8elKCZnjVkyZ+TbTw/ds35I1f6ux+K3vUu6VUljUxJOmEv++6aU0fTwUlhYyHq/7HjL/j6ZmdSjdCxrUcKZbdDFm5HGn2RF8uu/fiaGLX/3i7eyR0v9X2ljU98esibhoNjT+Pq+de8MeXq1UChKTU29UVO399iZ7QdPXKi4oTdbfKLVVCqnbG4iRZd6TeGFigPHC789kn/geNGRU8VHT5fk5JceO3Me79+oVZmsrYp83DHaJNqZG5vapNp4hJT9gOSeC5Zbx71gIGDjLgzmH9yp7XabaEMmsxLulXE6CXucpK/u5UFwOZs0+PBSKpmQ3Mxl6pNUbqKyUgO1kaMcAWS8pBpXt0tmS3+AdT5vsbKlx+PB+zxyzXhpd4AhA1gfTm+S0JOAQPoujWgHo3GLtKTCAbvb2aCTOr7VBqMv4h/U4Vbi4pOIf4FUAs11hqL122GxWnVGk1pvBPlo9eQxKTGnOHRsDrtoz+8Y+ZpIf9IrBp1JoQhg3zuEi67ADMXNgsYPWh6fl0exvWRM38KEidsW6Ld/E/J4NHZ5PSS6rtPXqEjQL3pMHAAJjARPgtJ1lN40MmRGUp2m6DynUAVUlZaVHc3LW7p0Ka6ZVf1dh7lu2UjMdmLcRvLuxNqk6cmyQvuw7OQh1K9x8tSp7hDmiy/RqOjx10beMcKUw/fVsDNvjvhwyehZ2bGJzS2K5f2OlycUzzGNT8wc6+88l9jr+Pqth79a93DJ1vsbS3rJrkliHyZ8oBwx45/J5v7555/HeUoGZHr6H/7AdfKjjz6khUxOr5iwMuHMNuhiT+a88RG7n0WPPSHj5cLH5sgH/4LhsxLOit2Mnb9678MHXlj76JK5I6anKcZFn8KbNn2lNZrbEqZfeI+EucXV5fFUVtefOndpT07Bntwz+SWXSy/fKCm/XlB65cipkoMninILzrNaNV/bWfUuEAx5fSQWEwq1cXbD39yxwlksvvfjh3RG8wDBRmIiqsGZlSrlAEjgfur2uNjRJVJmFvb7/eINM+hi4PJ7dybY/zq6/0Wq4muUGrrvwPh+S6tbYyR16fU4ub9GDEPTyDg5jEs949j+NDJuMAAscSHVioojHMNN0uj5bZaUxKXVKrr+2+fcsF4ev9dkt9VpdVVC6EZrNIEAe7H1xAJTYSF42Gyza03mBkqs6TRsM2kgEMKS2EkK0sPjy01RjTkRTaoAwNIhVLAwqw7ddrq5JftegXkrosqFLU+N+cEgN86LbK0l1PlYf7eWkJ9qyU1eKGAEA16fz+Z06syWWo22PU2R1pNKW6fR1Wt1Kp1eK903pTxna4ZT0ObCRYu+2fzN4aNHgGpz5tD137BjSP8S5kQxZPxC0vQ+EibiYsqLi5ImRF/hz5w50x3CfGIuKYpUfjD8zhNmdNRvGL5n7Ui5iSlVmdy/lZmnFM+PF3ac41IUxmM9Nh+/M3H3DJQv/6/bkkX5aHFxiclkxlURj950bbSYPV73ypVkBfWDiWSvY3byeD7OJ4/Kfvu+teljpQ64rDHjP73/lYRzY5zY/8uPfn//a68/vGrJsDkTx2Qq275mzpz16muv79q162rFZVyW2xKm1U81gU1CHZ1uWOz9d6KwbPfR/EMnii5fr6nXGGrV+qs36wGZh04W7zp8Ou/sBYPZirsPcNRstWv05jq1vrpBW9OgbdAaTBabz8/Sf1TnrzeaGnCnNJn1JotKZ9QaLU63R6UzDDRy3LkQHj3NknJOG+cj5hxWa3HYHV6PlwgoHBa6NzQqaqcx2cCA5vfuQER6fFrzXVFVfPFEL/sxWGeSIZOEu4XIJNgBeOmno7FJiHvfbrl1C884DqfTLPAe+4WVo0gpyG6T+8djMsyNHblvCx8ZJ6iSVXFYqih+J04nSy5LOREe+4N+u8up0huqiYs0nI5T6/AsaLELrR4sEsiNyyr4LGNGxTvcWO31etnhqFebkbZh1L7r/ZEJRnU4SWXIL+RGm0kJKoRtbbdb+0iY9FTbFPYFQJUOk9WKfYwnVlxSgJedaWCS4SZ5bkY2aWTDtmY4dQYtrlLLZyvbvbz7HuhHvNRtH8KzPZHydN8Jk+NAysrpSunmtX///u4QJvfdNGxIMGFyHHmZkrpJIpc3VTkeWNgveJmvWJsRwcuru/uneXwg4u4ZKEdM+zeSx3zttddcbup81IjadAO1R5qvX6/ksfIN6bMSTmuDNF5MnRx9bUlSJq1+bF7CAbKz2HrvO88/umTmqDYGAXiNH58xb+Hita+88cHvNu7Yf+zI6ZLiS5VgwqC478QSpqjsYg0c3E2YME8WXdx77CxIUq0zkpK1z2dzOIGaJeXXQZgHjhdq9EaHy1VZ3XDm/JWjp0v25Z1F7M8rPHiiCO9o9CZfgBROrHZH4QVMUFxQUp5fXH7o5DnMuU6jB4sONHL0Y7TIbRFRHQey6kuk44BEcoJRju1+v487x3lwHPd9AKi4zwaBl0bhGAj+HOxt9Tw8LROm1KTcKKvc3IkEprSbRPLNH/CzOxLV3FnMTpeLe8ZZ2R4bn2tf8RHgh0xvhG6kw0H7oqWlBXwJCsUu7DLDjH1tttkBNjWiMVmtN7KTZh9Xoak57PF51HpDNA/Ua3VWu83lFi49AiPZ5jLas5VECWw2fByRdu9Nbw6loxv7Oj7OwUqYVpuNlUVxkpDOp1jy6G6p3hxygjA9fq/RalWTKpGhTqMj9/YuhYkwQbtppAynWluv1jRoNMw50a+JGQrttn5LY/52FWmtZynH9RdecpxLeZ4hrfzy5S4V188Ul8prNzVD8dmK0dfXJxg1P1hMeTwGmAXKiX3HyzOKF2S87C9tooGLu2egfOmffsMHxrVrlSazGYSp0Rs0BgP3lbPFD167M+clnNYGabyfPkO+xKwaepfi5YYHXlo0/PE2icrH57z6+pvfbNtxIPfk8cKyo/klwLkDx4v25BRs238cf9+sUzvdnnBjbA6TegfERbtZKCvKhAlcPHXukslqZw09dv0ru1q18/ApwCT5EjqdmDK/pByECbDET2C2W/bl7Tt29sqNWouN7rZ6k+XwyXPf7MndnVOAGeK/WDYiTNWgIUwmyaaophXuxxEKOWGWqZfcSUiAMRzpAefaS3YYtHk8nkgaJ+ByuUTLsMnn88QYLw7G4A0ij6jKLjCywtKd3FPYHTY79X2T4iVpTko94xFHHhf1btusbupl9gGBfD4vV2liX2CXff89JTl9AXLTFi3e8TLMOHGMFms92Ibl0M1WPr/6uAqAZLfXo2pLmCq93uVx8cEm7CAdQjmTZK8YkmXvG6GB2csKTHnfhcKx6uu9CMzHTJ0CVpw2QHcsOnfQ47+daSh1dyuJ61UgFMCppRVlq+QUqdZVqbTxILNBjQk6nEbKcIqoUanPnCt5fu2LLFvEr4xURe03/VONOTWTWl2eSZrWv4T5XfJyzHbRokVXrlV26Rr57d59YNH09PRJk1ozKjmvJKAmU46mzUOz06h4YMZMqiZ9Wjm9L3hZqHgxM4KX5bvuSzhAdhl3z0A5YupPV2Fh3n33XdbGxMNXLZ6/NDqtnoaEvvjyC3w6IWlcUfbShNPaII3z2ctlIaPZI6cmnCfl2PvL9W88tHrq6NbCm8Urnvpk49Yz5y9VN2gsdqfdSVbODVoDMFJnsmgNlis36vbnnd2Te+b8lRv4CDDUEWFKvd74I4YwjRa78HNrdLrcYNT8kss7D50ENOJ5hu6wVptab8IMQZKIyup6fLQ398zZCxXV9RqP18uEuWl3zs5Dp3LyS8sqqrBsuBFjSe4YeHTjhtUUSUg2RQSCGttGmP0KCaUkl8x2hBlx2JGznX6/j/Ngws0kxMLaYBsaNBfDr33M5NwlESUIH+Z8Jm8Qloi/M/zMrUYgRmxqC3Urk7EOQLFFtIRz3hjoJaUuwY0hPyefeR8BJrFPgZd/+MMfsOccovGc5kDY2Skx4vjH4c1aNyAci93BxSF9WRFivHDQ6XapIt1DkR4ig9fvZYV5LCpnLBksRe+MhddCPMu4esFvkpdlJBfd2NRLB5/oPYJjgOoQhE4R5s/5fOGe6et1jWh04FTENtcYQJiGBp2hVquvBmT2ijA7jD37D+ICu3C85NuYmqKs3NhXyHTueYDndiRldf8S5vpkspl76+23a7paO8Bn5c3q6OwEN3RnpQ2UiWQ34+0FJEL+2/XrOZP5hnJOnuK5XuDlOcVLEbxUXtw5CPDyD3fZQPniP9vIB8b1G9d1BkO9WoODqlalbSDI1OMq+tJLL+HTZeN+EC/qUywfJ8nbZo5N33zv24lly6/ue/Opx+anRES3Zs2ate43H3zz3WHwXm5BKfAS2Bakdhvc9awqnRH3PoPZir8rbtYB+QB4QMyaBq3H5+twlLxJ6Ki3rcMsOHTyXMWNOrXOpNIZrtc0FF6oyM0vPXi8ELOy2By4FYEwcYXn38LjDaYBT3535PTxs9RzjllFcpjHGDvVerPXDxJrxO/eAfDo1q1Q6npuZDfGiMi5X85MRswxaRAckzQ1hpubYkbJGyWfx4jqC9cl4maKO6ygF8JLEu4OBqwCL8XYay8r5e628AlvaMbLcKQM9U6Oj3PpIH6Um3qcTpfP58cxRngpKirdbrdFCFFiAq/Pw77eQo1HkgxyuVyYBfDyP/7jP/CB1WYzC+fx+KvgD/i1RhMjjUpvcHnc7X29exrSijgcDdoYwjR6RZd6pAghzN1MHq8HwGwRkIknF1E16umwajR+sKd8VC66r3iJFRH0bsbGbBTPqDZhaeTt1eJ1GHT9sdgayCNST8Fj5fH5qqNR8s7ik08/w5V2w7TsE3OnpohhreSkvioXffL0cEpVKVP6Fy8RTyeRIsq2HTu69DCqrmt49tlnMfHyaWOfmz1meqbU0J1YvEQcf42qMVc/tebg0ZzWQXzl+GeVMz5VLDqieKY7eFmieDlL4GVKsrJs++DASw4eKJ/609UJJ0zE5F8sw8J8+NGH9ojTvYBMjUqjNRgNKpUKBIIJ1qVNSzinDd4ozl6WHclkPvPYwkSx5fsPPjd3xHT5jJu3cMn+g4eNFju1e+eeOXq65Pzl6yarTTjlha1256Vr1fgIjHfszPncgvP7885u+i5n6/7jp4vLq0ReMYYwqWBSpC/4fsqEie/iK199l7Pr8CnA4Z7cgt1H8/E38PLcxas1Kq3b63O4PMDXgtLLeWfO5+SXAHTx6Za9edv2H8ffl6/XyIS54+BJLFJljcrmxF1YqBVZrHdSQjymilJWMo9YF1HLM1dRtidMWQi6UbBlC7Aw7mIL754gZ2yANMI7BtOT9CL+BgY4nPb/HNlL3qqcw+TtKePlnemOj6QuJVUiUha12/1UAIxPb3HhJXanzWYTMqTW6PyeUKd0c9eMaAC/BbwEZOIkYo3KYHz3nJYmb5TWOucY+65iimMM0IjHkvqII7lMmDE6SMyEeNPudPCKO51O0Wnu407zpqbuKl/JGWDZnLSPJyaPtoseNxuWikt1zeQ2bvIHfP2i9Yo5YK/h8lKr1iG4T7ynHpHx44UXKVGzd/Zk0/LZ5+ZPT0+WiqdOfdB7AfaZE2iIfFXSlH4nzGlChr3w3Lkue3xq61UTJtAoWO3HUu2lZ+NAuZP3KBxfDlOKUtLK6trN23dOnTpt3Lg2QigpyqQM5bgDcZvNs5SpjJfnt92fcGjsUaxdMpxXc/6PP0o4YS78i894YTQajdFk4t4xnFz1amr9wTuFhYU8wabxPxj99CYOZS5IE/pFScqkNx5afefBcsev3nvpkWXZYyRB+PT09FdeX/e7TTv35xVqDGYmTB7IvnqzzuWmKjJcclU648mii/uOnT16urgNYe47fvpc+c06jbtDwqQW3DDXBMqEuWVf3sZvj2Ky747mI/CVQyfPnT1/pValtTmcXp9fZ7Lml1zG/A+dKMLPEWGeKMK3th04kZNfWl5Z7XBJhPntkdPFl641aA0en4+r2owWqs5qvCOjqC1tqihb/b6FV6ZbbpdgXZ2IXUhUZlIKSY+oS7xsag7jNmq1WoR3j5/xEjduACfeAdXEd1oZLCFt1Sb2IpfMWRjL+9iD3P3gYW5qG7eQphB35bS0tAAXueRVOMhYhWCOWyxYa/YMy8yG2DgOsKdvixbyW7dv40GAUoJWSzz3HKqWbMSh06q1DgIM+PoOTtyfrhP96bGE2VYHSfK493rsoiLT7fb4/FSqEQpLfqPiqA40dqXez/lGTj7LnvJ93y84uYQjJOmI4viXCZOUMPsDL7FSIHyNwVglbB+5T5wsIPsJL29G9HxK5k8HYSLKF87ISpGGkPavG9oLvGw8LA2R70lZ0b94eTblOaWw/+5OF/mhQ0cw8aIpYxOOlO1j1Qwi8D37D5wrPa/s6AXI7EyVaKViyjhlMuNlydZBhpcc0yZQnUDKqPEJJ0zExF8twsJ8/sUXJrNZJsw6tVatI/k0XDl37drJOyU3a2HCgW1wxdcZT6QIJdsURfLHD7x4h9ny01+/sky4h/Nr0aKFu779tuJGTX5x+c6DVAMJbDNZJcI8XQyUa3B5PFyVdLWq7sDxIpBeZU19m1Hygyfziy93SpgRPUyZMI8XlgELQarnr9y4WY+jS1uv0eOL+Akvbsl+v9PtwdwOHC/EzK9cr9EaTAaz5Xptw5HTJbuPFgBQYwiz5HIlbscen5fzKiBMv8fr93pDwpauSZJq79UdJ8oSvW2WsoMqymi/72jC7BcnHXZCAV663NQnwtkbWVkR2IKzEr8+6Px6bkXq9KLNKzmHRhaidOTI2zbQa52cHi5Pkyj4JLzkQkRsbbxz+7bkxRMIBlhrncmz/VJhUSlVSerfQYClMCi/jTXx+rw2cs2OVyXL644zRaWTCBPHttvnbeqDLhMTO84snBoNWj11RsclTKZrlxD8dJBQvJ/LgNnFO6r7LNgoKd53vGztxsf74cgkHTNRJspWAtgdOPu4UCF+Zri720oQJpAe1xxOXdaoNfEqMHsUEWTl6kTN0seZMBFVi2dNGSeNam15uceQufEFytGlD8AQ+c5kGtNcumxZl13kiFdfe0058I7kvYvtz5A/zhvr3nrjzTepROGlR0u33n9xx32Xd9336sphMmTOVmb9RvHkecXLYMsvFEtmKjPk2+W4FMW5zYMSLxENh+7hTHnmkFkJJ8wFP97AqS2DwUA2BGoS+GrQGvD8axEl3w6H/Z133qFx1ZSMhDPbIIoP0mdIacOxqVvufeeOgeWBX3z81kNrZo5qbe576ulnDx3NBdfVNJDJztHTJSA6MB8wzywIEzCZD3SrkQjTbHNcvlG7J7cAAFlZXW+02Axm27WqeoDirsOnMGVHhBmruN6qVpR7Ju/M+QadwQsYo04WSXxPeLSFXG7v9VrV7pwC0OPl6zU6oxl3xpu1qpz80j05BXntCLP0cqVaEGZThDDdRpPTYHDZbV7JpLhXdzfWomxujKhtt2Yp29RS4gYqVVG28fuWnIy6PZ7Y5V2PvXvAPG6Ph72tcQsXMjLWVmXFwYaXt6I4hKoFxGHAFYNYIx5jlTpEeuth3dNgaLfb7Waz2Wazga8Y5qW28VDIZrcDadweVyDo73CpqNNZCGLioOEKTEAe9prdYQeaRrtDdrQ1KHPrdLX249Tr9Fanwx+kU6nrQ6WdS+Mt4RDkDwZsTqdabwRexvBSe8JkPXORv7ThD0LoqOesyINVqzorM3b735W1TPsx8xzJD9tYN4kPFXZH7aMSZus2vEUHJD1E2GxGi1ljMAAy+wcvVdpqte7c+TJcgWekpsh4yaFZ9visNGno9tNnh/eIMOdMpgzV0qRJ/U6Y7ydTuvXd997rsosckZFBPFb/8V2hhBkTVR/SSPHkKZJxpy7nHpm+Nr75yNzpo5PbSkmxHhG/JmeP+erNhxNOiX2Mb956mFdnxr88n3DIzL6f2se2bNnscDoAmWpSjDVbxZMjuVFYLHqDYdq0aZhmX+b8hJPboIhX0qRje8KYjDuZt3z20UUAWv7piRMnvvLG21/vPADG259XeJhEhwp3HjqJfxaVXa1Vab0+X3vCFL5p3pt16n15Z7fsy8O3ThSWHS8sO3Ty3NZ9eTsPxSHMKNfIpiZgYcWNWh5qx38NZouUABSFiBxiPDSAx5nDp85t238ci3fszPnjZy8cOVW88+DJXYdO5RbEjpKXihym2+vhYTgiTL3eodE4TCa3w+4n+ehApI8mNt8i9Xp3kp9siiqklDNpMYQZ6nYVZW9udlIfLn5bePdYLextLXX3BALslDeovXuYQ0TLfDDEnoxCgxFswwcPV6sOdPYyMqTL6uIOG0ELKUFhU4MSqW28pRl4KRQvbVLPeEcZY+50NgmdUjyZ/Id4YdZ2waVeXxd7ipHJFtWPU6fRGfFY0Q11U9YjkqRTeWOKoxdHqt3l6tCVpqqtWxCfCzjYxBawsUtUex6WldjlsyBi3xlx9mzbP96P+y4YClisUoc+PZCKmkwwZ//qJ/AxiZ0FzjRZrXVtK1d7h5fjx2dMmTr1iblzFy1egkvxM9npMYTJMS9dula/t3JE9wmTWzm2Jy/td8JcnUS3rR27vou/gtUN6k8+/RRTLpl6Nw6Rc8zIos6j7GyqFNUcvac9g+V8+uDq+SPSU6UGJWzUJXNGDtJh8Q4Da0crpkha8mdfJZYw5/3NekL3yZN9fp9Z8KTJYnW63MJYxG+2mLVa7fbt2zDNmnETEg5vd3/MT5GS7dNHTbzDI+PvDHkav7ts+fLDhw9jD16rqi8ouczKP/uPkZI5KO50MUkSOVwuskt2ui5U3AQ0ll2tqlPrPT5ytcN9Qmu0nD1/BVQJ2GMncer+PlGEP8oqqlQ6o8/vZzrNKSgFmpptdmHWLAz+yM+x0eX2Vtdrz1++cbq4HD+BH+IRyWjHZ257AUiVll/Hrxw+VYyfA1XS3yfPHSs4f+7i1ap6tcfrtdgdWJ7jhRewmIBVLyXxKFVidTj9dpvXZPKYzT6HPeCnfmRwpt/rCfq84aC/1X+Qe72bOstPRppxwnIhZQyC9qCKsrd3OtFz4fNGZIhc7G2ND3w+nxMYYLU6HfbQYPbuwfYnW0O/LxjR93a7nC4niTGKTp+O84T9G3LiVFS0WkCDQgaK7Ai/Fy/R1+Oz2Yk7PTQyTuUfHeIl5uPze81mgIlVJkz8IZSOzFjT+HuK8oceN/C0LkKDtWotHqbwSIUjoastiZ8OON1urIBF9LHjb4TVQcI77V1pWA8cM5fdgqQKTOqCl/XVOy6ebIlyBCCDRVEigs0SUS7t//FxDkkJU+SHsRl5NB/Rv/4C0dr+uCo2tNV36l32Utn29eHUrA4JE7EsQ3J8e3XRyO7g5fZXhyqFK2K/4yVispIWprDkfJwVbPo2XV6v0ndGJJwkO4sPl5Ay5JPz5uO/Bz4eEofErn537zvPDG0qSTwT9ntMFKKp40ZkJTyNmfkguVzt2bPH4XSYLDTo43Q6xXWD/BQMBgP+y/Uk+dlLEo5wd22UT1gxIUnKtz85YsYdxkvEpvvW4aenTZsmSgT9gEyjBU/l+pt16us1Kvy3Qas3Wq1gNr4X+IMBnclCRREmi83hCgRDTeJG4vX5ScFDo6+q1wAUgZSImgYdKFRvsjrcJKji9fnY5NFso6LKoGhyiaBjGHRktTtBqvUamjlrGUUTJrOcuM0FMaVab6qq196s02Bp67UG4Y6h0xjMYMgQ9bpS81GtWmey2t1eb0AMxjU1N3n9/rDPE3I5g05H0O0KESj6vbjZAhscdj/eEX0Z0lh2UyjcKOGl3MXQpteb8bJZFFLesf70W/INThLBZuzBYjWSPgtpMHKnibMrZcW7OeQMLRtn4+DEyjqoEsBiE0G92P7eu2B3nyXIUVHuGafGcMLLW7daeIz71q1bdOIIs0g7eD4U6OxIkAmNSxewdnIXOVtJdlkriOPN7nTojDiwpZHZGrUWfMjHfPzvRhMmANdktSEMFiu+XqPuwFMbD5X1Gj1OaqoXFXPgCgEsuVh+Z5dMy89ojVK3OJ8yQZZQkIXx+1G5NEYJU6hFufhxoH8zpVF7MwjCVOkNfSrFbFArRSMz3y75tXXmxM4IE/F0lsRszz45qkvCnD+VhsgXJU3od7zMTyHpoYzMzDgVmFVi7aTB/RWjE46RcaJwHWXwHp9NYPPc4uEJh72ERMW393HGO/v+eYklzLl/9x4WY/bs2biVsw+FcDqmy4hoscTzuP/jjz9WknLR1ISD3N0Zb6dN474evKaMzr7zeMmRNpYQt7ammu/XXJfl9HjofulwBiKWfNJdpimMm73b4/X4cL8KiL5sztmRrmMggFuYx+Hy+PBXMOjx+kB3Xr9US8lVlPwpqTy2TU5iGryP2WLm4FX2le6QMIU+eVMwGHK6vXaX2yM6gDw+0TyDP0m3mVKj+KfLQ78VFJKSWDwsJBnJNYWbQcvhYBPd4Ehyxut0uCwWh9mMAxeo6RXlcHKWEpAJ1IyRQ2/t9eYitDtV4sh37VCYRC9twqDQKqlcsrI6ZS+Bl2x7zYOYg9S7J5Lpwu4L+CgZ5WLxH6PRQGHQu1xOlo4cyGWQ1G+sosvb6SJ9IWE13nL7douklN7UZHcQXgryjEcyooLR6XBQ+jAgdIrECPtt/AQBZje6UURXnU2l19dE+nGqVZp6ncFks3fpGhkZJQfb+d1ej9lm1xrNDWRJ07GnNn5C1daPUvTRuESFADn4dEmYt6LqTKTntXCrKld/9Y/La0eN5H6vOVoJ00ZKmAN0FlB1kMeLB1h6lFZ16kvenYhJYKYlJ8XBS46XJ0pu4MsfHx2fMLmAcFPyon4nzO3JSzHnFStXxiFMWfZnXLLy1pbEY2ScCH49VN4FqSmKhMNeouLTVx7ljfD4//d6YiFz/MMklrhz5048yvG5jGssTmfc+1jt7ebNG5hgVnJ6wlnubou8rEXTkiOWDUpJieLL+99ICGGy6OXhQwdx78MtgHtLAZZ2YZwcFAPHfH3mj6jCilIQ0iBXuDHMBV088sVjyUEhFS6GxyLdLpEqSv40Bi+jzLWlmYcjX2k/Ss6B+WNWhLm0KMKVW14qVrDhdyL1e7yoIZE2kWspGwVh+t0uD+77NhvC7XAIwvQG/OBjl9/lDILfsBFAMglFteiqS4/XbacxcIvcywzmYQcZzl4CL9298lhpjZYBHN/vTnDGj6zp/R6si030MZHKj5W42mQ0sEH2wLmrk75oY4gSp2KT2mlcmPS1hCoRESZvc653tVK3fqfZSw7JL5ucIsE8Td+TTtH3QrDUzw6ScXSKODABnijqtbpqlbp1LFut1ZktXr+vfRWxMPsOBylTH/AF/D4qB6GKEIfbpTdb2neOc0qNtcFrNVpMw6MPfOzh1x1SArPHuXF+MsLDGiAwoqLQn+Pj7EkklDCl/LBce4DNOxAPWdiweJoGYTKot9mS1BWuwX4Rapn6ep0IrR7/jOF5ah5XaW7U1W/dsWPFqtXJyXQvmJee2iVhIt6ZnMk3jgXTxnSGl/vWETWlKJMGYoj8N0kkPPLhRx9p9AaVjqKBgtZUNNpjZTUvvfKqADblq0+OSThDdhlr54yRIfPKYPB8HKBYMock6JPGpiz/f3YkkDDn/MNbvC+OHz8uJJ1twqyWXw7WvKUnsqTkhBPdXRXPpbbazi5VTCpTvDxZiNYmKo259lGqLV+//gPc+0R1GSVbhNyf0+VyUVom0rMg+3q0g8MgJRjb0eBAB796+q3YWkoKfziECAByEY1CQSjk93qMRpdG49br/TZrI+5TA9Ct05N7aEzVpSMihtPMnePc48yu1th9fXIwiXTKE7QkaK25AtPtdoqHV5PFYhbPO/QEQYrlDhCfve9O050F58T8AZ/NbuWecZG6vAW85GVgvGT+7OaSRHSKcJaFBF6KFqFmquEU0uVd9zuzI3mMgwwoRaU3OPAoFDUWHMl1B10eqknWmcxqgzEShAEAyPad49H+htFd6tEq6w5RAduLo0sUvYTokcEnldz0rja44454USiLvcCZbXZKFZ7p/dZFHhONTY1ev9/ucpttDkBmq46o2Ia1Gr3GaDZabRY8njhdCPzBTmRyTQI2/oEjOcUXLjbgEQFnrsP53Z49uBS/MSmjO4SJ2DBNcn+bPaljyFwyU9QWKrMGgjBXJJH8SN7xPJfHA9im0StggMuFFTHb7AazFcyWlZWFaV5+Ysz5d+/eCkw58l4defTlkbxJv1436NvD+xKZ6VSQmTZ0UmLTmDN/8iLvjrKyC9RFbrUYjUYhxUGCHDjZJ0+mg/DihBUJ57q7IbZnzJVtx7OVqdsVy4GXiB2KFfzm20OevvOE+eEDL9Bgx/LluCCL+qUm9oUBXgqVm3D0EHBzR903gytiailjFCnl+1dT0O8zmVwqtUut9pqMYb+XWYswu4kaz++kMRA33kZVXdrEbRrL0MI300AgIFz8qLShp5m9qAeH6KJTX0AkcvGHQPHYkDadKGbo9yIBphHRuG03m0wIh93uI9l8qpDweDwC6gawDjOiL0q1l04X6Yuyzzi2kThyqM0HW0wgvQVLEr/Sj/cgVoerF7AK3ONDAkdBAmYhVeQMx2VU2U2m/ZhsnUYLBHd7qNeStpBIXZIyp8djstpUemNN+1xlRyVztWqdymDSmCwao4mqr/3eMJ0aTTK/AS+xTcLh3uAlN83xedeXqkip8SpIFTVYQYSfanIC1LDn8/A4GvM/dpzdYcN+xAHNNTNe0TIm/zq7RbgJkNxYsTiBCajkxu/nciD8tM3pNFrtCAYqlc7AxE7ZS41eZTCbbHaLg6bRW6wI/GETUwLvefdh+k2bt/KVf8LEiQsWLmI3n0Xju5XD5Ng0YwLPYWrW2PaEyUrtv09eMBCEOUG42FTerAJjy2ESIf62J4mSPvzv1OsjE06PXYbl98POvDnitSelNObEzLHNJT9LOOklKoq+uZ+3w6RfLk0sZE752SrKv02Z0tBQ73Q6yeRCjBnh4dHtdi9bRoqsJ7IWJ5zuEh5LxmXxLsMZt1Yxg9lSjrlKehrNGJt25wlzx69+oxQCpyAT+dkfzwhuUSEfo7Mn3SkaO0e4xnaRaKSMifa1lB0WUlKHh9fjt9m8BoPPYm4MSGNtlM7xeRDN/WRz3GXIGozYKbZWBxnsixbcs8FdzDk0PuhyAAhZwb5Ht34ZXylBSo+HJpE2pDAjzB2EVeRRfWx03q9a7lyMERS5SrHWFgfVeAeF9noTj0obDIYwaXoPFOezsqKlrb4oLmhOqj8MCz0o6iuha53VInrA43Ws8B6kXKfdhpXCt5kwhWapS5Q0uANxNS1j3GQ6qJnUGQCTXr8fkOkXQGW1O/QmUWnZPlfZEV4CXLUGk9Pt8YPW8H+SLw9OjVanS+rLFk+dPd6hdIz5ZYuBPu41kcu1YYGvVtVV1jRoDGa7k0pkA0K2i3OY2MiM7lhoTHyjVnW1uq5Oo8MpJFeW4isavel6TcOVG7XlldVxAhNcq65X6YygTJfHV92gvVRZXXbt/2fvPYCjuvN9z6rd92prd2vf7q2t92qrdt+rejV7750ZT57xzB1nUEsCiSRyNMkkj8HggHHAOBtjG2NjjDE5R4FAOaOAQDlndc7dp/t0VADfW/sLp4+OWjm2vHNP/Qpa3adP7nM+/1/4/hrrWjpgUAcHzRDKOgBr1xsBKW2CC6gSNu9BdQMYzGnFOV2oM0yx8haN9sDnqMoS31ds8Y0Fc0ZOmGBX1iziRKs5s6OcV/8o42Xqfkyoi5mcEHlW7KvoJ0lIKK1plK28rrm6sa2hVd2mNci7k7p3+uKl69iT1/c88+HGGSvnRylPwZrnn4d/Lx14POKkF0H77PW/8tFY91/2RxYyE36LBf5bt24VRRGz4zgQ4vHAQ+F9Usi/NG99xAEvgnYoftXsaCnZcoVqbnrUa2F4CZYb9QbfZSLSiHzhDEzpaWio//HHR52dnfDUNJlNbiKZsHYhoZ59g0Am6faE2XSDzBE+3XoAZ2B+r8fncPgFZxdlqOLuB3w+u81rMcObnV5Pz+TXMpOaup2KZC1cYUGA0wW/NfjFOR1O6hRpGUyfcIiHfhCVZLzcaA/wh3MdcZBosdhwmChNloEmDMfbbYQcbnITUa/AEWgHDRjlVJock2XidaBXVuSejLC56FeE69NkGnY5Yz3m3USPHjNJZPh8ftYXhVXDWXA4HV2YPfiQur0LlAs0lNailMHo93ECAzAqsOujR1zj8yOcQT68HnLGDrE7fL5colvuF9mfD9V6I2aLulw2p2DCgKxxhP2yiXZ0VJPuCPTdF14vkKHTKSUD+BWKXiO/hsl7iRfJhBTduEWxqU1TVF6bdvd++t0H9yrqAPlgx31Uqg9jLvbtw4UNhAljocY2Tc69ivSCByWVdS1q1PXl5QDvATpmF5Wl5KL02RCWnHMvo6C0rKbJ7nRZHUJJZX1KXsnt7OL8+1VqvUkZKwfTmSxmOzowWzX6vJJKXsLdB1U6oxlZ1GJrJ3H7Nq1+9xtvqKgFecvWVcUbl99+fsnJlQsPLBlUqmgwS127ZBY7DKNVn78s6bFvX4Mh8jWqeZNBmKdjMLdq4+ZtyqN0J6cYTkfuvYri8trlK7CByKurp2/6Zc/pJ15d1Zt4GRcXl5CQAP/K7yya/3ftxgTbsAJbHcXMmB1Zwnzpf7ww9894Ob399ttw7+WQG+tFfP/99+iln7M64pgXEUua98KaWKnob5Yq5tOodf3ZUradUUtV1C9y6glz65M4ZLt9Ownb3vl82GXNYhY9oqT0iBXTnb0dEns6gb06QwU+LJnOxqXoip7aNGdXcFoF1rtHSCY9BJmwR0E/oGYPuzrhWekRRb3e2dYGJhoMnX07nkyscS0zPDSZ6DgbEBNlgwGX4CQCtBCAuUn7ZRTeIerg7HY60fmJhTMmVGgUXC5YBWBPJ/b9RhtigtlgGCmgjgT2fYaFsJLPsPHiLrwqhqJQjskCv8FlSJXyIqzu0aNHKMtPRTcuio9P2jFHvgVsJgV7G9/HAFoEQUB9JKoBxwgs7DiGaQRuHzPM0kS3CXHVAlwq4yXsDsfNYR+HrUZhSHO6erv5DASZCC1cbcF1FiPpl821QhqjyQH7EgiPWYSuEwd2tHQ6YCjR2TU61z1fw5hWEfTBd7snYlDgEFzltU3JuffO3cw4dS31YlJWVlEZELKHerL6UV4Jc2ZJpNQOpF1a03AtJe/8rUzqRtsCYMnLYdXcy3dyYCE/XL4zhJ28mkrNI8rNVrvF5si/L33relp+RUOrzmwDnjRZ7VzaY7Y74E8gz9LqRlgvLyEx/W49OTyBRfVmKyB9h86wfj32LsnfsGy0SNnfts3tRaMF8VFX339idiz65Q5Gb5gMwvwoGlV9drz+lvIoHb+cfOJqChyWM9dTY2Oxitx85MmIk+Rgtm8D4uW8efNUfaelc3v9mX/nbkx/wS/iSGF+zl+WRxYyt/wvx2Y9jWdq37595eXlj2iCu+itW7fgzQ/jlkUc9qbYTs1duzym9yf/giphCLaUjevKX3hq1RQT5rt/3g7rPXDgACn7ObkYWfSK/qDf3+kPdIZExUn4kQgzhI5dCqpU9Onu6duzO9RaMfJ4GQzlYfZLLKT8w4CPe8RwhmF4kQsRZic8xMwml1rtbG9nwuTMzK6ADz4CgxcTlaWpUCDEDn1Ue/uQiQXD2QR1LsyL848qLB6q5HKwy5JrtIGgfBSJhp8t6zT++K8/wm8YfsgPQxP/qFkHkvqed3KMnr2aXMbLiXD9/ZmSLwubyHhDMwx0lLjEhjbPZDRgR2n0IuLagWlpPaxMPllNfGjtIvbddthdLhcrhGN83Ika46zbD5cK6xeR03hgWg5LP6DiLMznlDMw+beGXlBh+I4zwxLmGIwLmdu0Oq3JDGfOp6jpky1Inb6t5NF2Ck7/QPMMdbE97I2P4/UwQdkUdqezpLIO6O77i7cPnbp++Gwi8F5ZTZPeBKMPaTxCfmafzWFv1+qKyqvP3Eg7duk2YN4D6ubAyzFZbRl3H5y8mvLt2URYCNARIOuFW5mArGF25U5OYnpBYVmN1eG0OhwFpdWXb2cfvZB0+npa3oPqJrXe6hBgscD2QPhw3QBh1reos4vKALe+OnkN7Fwi9jJj8VLgzDatQW0wxsVjjWfjllXjxMuKTVLH4U3RCTGq3pg7vJoMvATbFo31qvv2Hzp9PfX8zQw6StnwL2A8HOp3PvocPn1tGjswwT7Z9JzkvYxVfbBxxoXXni355Gn7UUTi/ZuljxbMnXniwz/rkx+LOOxFylK//SMfimX/tDOykLnxH76SL+xXXnklPz8fbqQlJSX456yFEUe+KbOD8StlEXWYlqjij0VtGQlegn0Q9Tx/68wU9iUH+/Z3qCmxadMmeIhYqJBEcAken8cX9LEBaiJndlEQvJuMgDPEnEN5BQktuqYPZGIR2gCJhVieRi3naPcpw7ATyK0/ZMKO+71BjxiEGShKzpmZPoA9jRYMXmCW5kREzzkbEB7uHo+bqnfxiU9+PAuHLKUH92hwi/rCkPgP6Wb7UKedhNq74dOHDJCs09jzEHsaBSiUTvqmKJEN28A6kDDBc5wTd9mryYFjO2Vy9vdn9mpL0gzApQNUJDHDk8o6UJkRCRP7s2BkpAtpltNNh1A1H7/B7mLvHjib0vbj/sGmith4tJNLv2kUNoy+Onv/sFKJ0ht4Z+GI9XaKHJmKpvwjgsMiuF0DRsnHZpgxqNUbzBbB7UbF2oEqtuCM885aJQ1M/6jwkhTXJX11RPEJStZVEibAG0Dm8cvJNzMK7lc1WOxSWRYwJlxvDqcTqK8fYTr5rCkJE/AyraD0fnVjZQOmXIZZXXN7Y6tGazB7UfLXVdXQkpxzD1Z6/Epycu69ivoWIExBFOHsdOiNLtEDm/GguvFWZuEPl+4wYQJqZheVN7SqbbBNLneHwVReXQd33fmxMeN3YG6eg0U3C1Szgf1KY9/cGi3JlaxUzZ0kwpyrwpLVc9eT80oqymoba5va65o7apraK+paAL83bf0bfHrn7embgQn23XYJI8OUlNoPPbVl6cwwx2bESS+C9t7LT0rjl//9cGQhc9v/dGr5z16PfVaKC2/cuPHEiRPodo6ZHXHwmwLbF7ckPpRvqaIEGLlafOS2gAr0Vkxt+8jrj33J26zRak0mE3Cmxyt6A16ZMAkyff5OP1uAjGJe+NToGfZZ0zOo0tHU2xCJheyYkjMMPSjc1yu9LjnlHvY65ZS1P16rRehQO9s7PGZTwCVwHRC6drsG6Hg+/NNZcuWJFnq4B4KSihRAC28+d5YZbUYcF2iz3pEDKNrn7SHdb/T59DzsVo4EKLKJUvaiCKxFpbQuOiBe8vEGmUuBMOG7cncb+BSOG6tWOtAHiNr16BAmbsS8OLvNYNDDxCVLYYSJe40tdBBp4btGo5H7d8MqZM8tq7ZOFE/2P0Q+v5c0hcyUk9DJG6SoH+9k4nIMUrPf06eDuZ0STiTNUiZzrkmHhbMGJqxuJJ49XiycC/VEECZ7LwG9jBYr8FJwkORkbu1N8gXWwfZ3mOtNaro6wd0h+xPmt2dvnriSAtTX3KETPdg7lb397PVVEiZQqG0gwjx3MwPwUgNXHBKgq5+5Bbfo8fqoNZK3XWsoeFB95nra0QtJl+/kFJbWAFJ6fD6tyQwmen0mqyPvXuWlpOwTV5KPnLv1zZlEYNGkTOxqa7U73B6PzmxNz8nFp/ZoKscHtNwNy/jurawZT4/dtVY1f3/02slLwly+ck1WYRngN+qmCujCxWJ5q726vpm3x/PDdAyR137+FLDlCkVpT2yMqvOk9Gn+B0/H9fZWUq1b/uycuL9f9XXZVi5GGge0iyxhsr30P1xa9d/2xj25UDkEKFiwLeIEOEmWNn/zK7MXyt154L/NUQuTo14dLVuyfR+1hZfz+R/fmErIXPksDnuzc3IMRiPcTeHB5wv4lIQZZn7usDNKapoOhDlEbiFp0fiADUS3W6BEO66kZqccME8gOECUkKPknYBjdrvHavU67AHR3U0yPkG/N+ARA307no/EOFKMAUpCQfaeUW2sjcmN8XJU1Cp5L9GFaEFtyYAfHsM/El52YvBfCtqGin3MNnLnovA+9QFHCUo7w6mZgZxa8rmBNR8+kryanKNI6klwMGzkGcaSc1a/xw6zZpNOpzOZjIQr4WBDfk70d3Vio0YRBjthhAnLHLqyZjzWI/cNt5hgJ4m7erhvALN0qH4cj44k5NUTfiXIHczhmoHdhEsIYJI1S5nDuSZd6ozDGQ4j8+zBwj1ej9pgnBjvpc6AekSUaz0g+yn2xcEO59GOaHrP5kT3jg+Lkn9z+sbhM4kAmedvZQL4tWkMgII0Iguy13ckhHnhVmZlQwv82DxUj9/f6NaBORLw2u50VTe0XriVxbH19LsPsL1mwG+22U02O4xGdCbrnZx7p66lwmLPJWYcu4RpiheTsnLvVRgtdq/Pb7Y7L16+ArfctxNGqn45mH25BFVKEsiBOTX2SjSWDLyx98O8ksrmdi2ApUiJyiih7HJdpv3at2E6hsh3rQp3Tqoomn/3A0mu8+11Uu3Pgrkz7574fcTRbpqYPeuXrHw1749rIouXf/sP55b888uznp4fdhK3zZofcRScWLs+b+PLsxLmRvcOeGapondGLSsZE1gqbZVqLixt/ow5U0mYO/+KggA//PCDwWR0ia6h8fInTZj/NviE9RfdXayHIDgFo8mo1Wo1Gg38azAY7Harzz+oLg1AJpCkzyWAwQt2XYa9MyoaJK0e5D24dTO2UTtIs5Mkr8egA8kxd8A20qoVlDmBWKPtFMwmM+CflvYZ/jPo9WaqAIJvSYXmFrPRoNfRDKFjgn2rgb44e1OeuGefniaqlfZ4SFccvgJfBGj3+QaobWGkodqZIPWY7k+Y9kklTEx89Ygm1GLC3tbsleUOjz/++AjD5fSpZZAOj7LupRlBWqvX6+AgyOqXPLFWg9GIh260XkGPzzshhNms1mgAMPtVjvffF7jSHCRuTyrro8suVp7Nic1qCM/DPJMIBi9OXElOzSupaWwT3G7efpfbPULCBPyraWpzulBTdMB8ctnwFHt9jW2aS7ezvz5947sLSbeziwxmCxxMOKQweAPC1BjMsK4fLidfvpNzJTkXVvHDpTunr6cBixrM8JMJ2ByuQ18fhlvu18sWjJMwP6XmPotVcVODl8Wxu9mZcuTMtbvI83rB5ebSPJa737lzJ3ya+/50lFiv+uwp+Xn91toZd95+xnG0j6O1+oA0ww/v/yXiXDet7Oynj6siWle+7B9fmf3UAiVVLpitem9N9KkXJdnV/3/orp+bu27rrPlximi4ihJg3olaPU6wlC0pahcv9s2/bJsywvzkT6hvtmfPHokwh8TLnzRh9vR0P3rU86//2oeIhp6QcDo74WllNBoZOIEQ+LE7BOl1Bf0+h8Ol1Vrr6i01tfbmFrde7xeEroCfK9OHUG73+3v5CuANEM7r9XEkfww9SuArrCEZxpZMOwCBgJ12h93j8wRHXO0r17nDMplLjej9RpemnG3IZAiPHlOI1XmCXYMd7H95IFj6vawMGeqAg5lvsDI4a/I7w/bv5qWx6IFkXZL6gdR/imQQAn2vYSnrlXIjYbPlveDOO/DoNMJumEwer9i/gsnr81isFh3Qt05rxgi7T0ndcLHBJQe7jC5cvR6O+di6Efn8Pr3Z0jJIJ/HRWptWb3VgbHfAWnge41DHIsdotzaUEhOg9JLReT5HYjaH81553bWUPCDMk1dTswrLsovKz9zI+OZMIiDfhVuZZbWNRqvN4/O7PV613hgizDs3MwpKqwfOw4QZYDbulWmx28PMLgjk2wzKMghmqx3We/p6+rfnbhKdttqdArY4FT3wUUVt0/mbmaeup+XeryypbsgsLOOtBSgFNEXpdr+fe0R+tmR+09ZxVfq8vwgJc5kqfmoI87uYTbC61es2AjADYXboTPCLkn8pMKqCT+NnqSIOk4PZoRel9MsNi2YOOMOmJejnTJg705D691vg09/qr/0aQS4qZurZcv1/PiDnXqIfdZbqndXR1fuig19JNo8KX3bMSog4H47Zvp+zZmPs3FmqPtK4MGx8O2pVdtTrE8WWsm2Nwpj17KjYKSPME7/FHqDLli0zjoAw/UFfYGR611ItOdkEa2PKSkrwbye1HB+ZUcG4n+SVBp1YFEgunSbfZjegDnkRpeJrOc+QUzT71xQjgrldHotZ6OhwtrW5NFqP2YIBdNQ+6mJFd7/gDLiFTq8H/nwYav4Oe+T1iBazmT1pxGlBt1vkxqyj8uCFci/d2HkRMJI64zD8YDagz2uzYZtvVgL3o1jNSN1NrMNDPi48JsjDVouTHsRwZHkVrMkDa3E4HcBd7MBkwgSMVEaHe5kEzk7Qx/jKVU6kmgVbhQTI2kqwO1x+FLIBWg6R98zjRRPJSMkGxWxQrNfr5T/xhS/Un8jrFVlZVO4bzjX11Doci5gspLHgD2VO9vap8WO/Gxu2tzTTQXACvHLZFEu1w8XGVU6UYWB2OkehXDrhhElJmOpmtUatN1goJzDYP9z/sIuGBkiY7JgaXRfyScvA7E+Yp66l5t6rKCytScwoAOY5cu4m/JtbUtHUoXW63C6qvulLmI2AggNU+lxJTssvKamqq6xvBlwMs+YOrdnmEPHaDrK8gMXmAL66dDvn6IWk8zczkGktNkBHl+jRGs0llXVnE9PPJKYXVdRVN7bB5iVlFf1w+c6FpKzqpja74IKrc+7cufKjpGbzyjET5t6FuJyVqjlTQ5hcRf7m+/tDhGn0+QOoPIHDqEcXLlxAbN7yXMRJckDL2vfM8wm9GZj+EwPMk//B07PJgTQrNir3+L8HyiUT837BB22K8XLhbzbxemOiVW+ujC7d2wuWsn29CcEsRhVdF2lQHK0djF+5JjY+TP9huWrOh1FrS6LemnCwVBondm57cu2UQWb8TCwyqm+oF71iIFTOEwhV96BxvU/IgTmYTkvYs4bZcsLV11F+UxbeRA/VSL/YqyQ+eMkPZRhyvKxHhkyqaJbqprFLo91OEWdJMqi/LiJSExwlvy/oEQE1Ay4B8JIdmACTQJUurdbe3AwGL4A2+X10fcJHTqeVsiW5ylsQXCQoNGoyIU+UwBgJS/CHItpyNiBp8ghyTfpoVI84dB+SbYdtph6LWEPkcDDH9h436sUDR4wh02Q2AfIpM1qZVxFIsIIsyGDMfWSw7gyXhpxmxb60BtY5R6q1sC6AaTAzW2QzK06whZuOsQiPxSrpLDnsNgNVr8t9w7mmHjaMOnLKZ1nqoyqpKpH8AosRAYnBdznrksuZMVDrcsEVZWb4lLrJ+8YWOB4/YYZkM3UaLNQ3m2HM4hL8fXN6pZ7mAZ+TDsq0ysDsT5hnbqQXldfUNLU9qG5Iv3sfcPG787fO38rMKS4H0oO9U9SSS4RpcwjdPbCb/dSKriQDFg6oVpSce6+2uc1ss3tJsQo40+pwVtZJFeWnrqcC0zZ36ABonW53XZs6o6j05LUU5knYjLqW9tx75SgUScypMZoBVuVnyuzo6PH4MPcsQPfOJCmrh1k2tfKJjo4+ci6RCbNda/T4fI8e9YDBWGzrVqwjuD8tu5Crv5Yi4LNmSWIvNQeeGnBOw7dPJcRLINp689cRp7tpYnxA/vYfz04NW278Pw7NekZSK10zX6X/ZAC2lI3rs7ZOy2zMpPkvKP+sTNj+Sdzy5TFxSn8lQCb8hL+I2jCpVKm0N6NWYrhh5uwpI8z1T6OoWmpaaoD6AMrSl53sfuwKIHCGgoydVHsCz/3hCbMrOBkdJDnrXpbcHHn8nQjTQnRpHlC5iIW+UQ5IdPtQokfydnYp9HwAn9xuN9fFMJGyP5NccBIj9TkO1CFIVm5H9vN63DodEmZTk6DRBEQXf9QZ9LsElKp0Ui8b9oAxIrqBUf2+7sH1vcOOPOXRYeW4GdWBbNwZR65lZtUg2Oxx9ol+GBpHUC2PnQLZCJk+im7LFS7UY8XDWE49SbGaLBgikF4mCQkUyLVONtLJ4ZaR6AulhpXMbNx2ZzDrFQiQ+thKkx1789g5/otinsSHWHoDyzSbHU5nVyiLgGqgguR7RLc14KXUY7S3042TxymwONbDZ88tV50DmHH5PF9kNqmb/Nh9etQt0dqq0Y2kU88gNT5qFMA0mijy6wRzhQCSL8se6pgRwFp4N2VgOkabSBkSAkVP8oRnYPYnTGDCkqq6Nq2+Q2+oqG++lpp37OLtoxeSriTnwp8dOgMQtZIwH1Q1WO1wivHepSRMzKg8fwu++wNW5SSH2fXU/Iq6JsB77ErgQw84YGqrWs8V5TBDUnZxeV2zw+WyC8L9moabWYUnSY+9VaN3utzwRQDgczczYF0ZhaV1rR33S0sZ1eDf9fHjKif/ehkmp81XzZoCwjwYgxLx2156GQ7miSspqXn3sZhcg5pXYMUlD1SkWB5xmBzMti2TKn1mxagKPxwGg59PwJlfWvdMxNFumhgX+2z6T1OhWbTosW2yT++LjUOxJRvMw/O/H7c04kgp26V561kXfU50zLZZ81+dvXBR9GxlHHyWKmajKuG7qM1TBpay5UW9wdvw/e/2TQ1hvvEveE6//uabQBABEu6igtvtgFuqKAaofSR15yHnoYSXwz87eobtYz5mB2ZXn1w4JWF2kg323YAkqz5ojBWryT1uqZGiVFpNEkZOp9fn7yK1PaYIdmkCSoVIA/1UdqdD9PQrlKYOQWCyumYPlZ8HXILPYQemlLtSokw01WuHqpUxOgx/m0xGt8OOFUMjK7iQu5kDhtmwHscn46UgCCwsCeTGeDl+DGDIZJUe1mCnGqU+Kj1Umo2xV2z5DRiv0Myk5pg+iUmUHkKnA3ac62V6HvZ4iDmpg6HDSxqdMv8PM6Hu0AATy3hSJSws1kl9b3tVK7l3D+wJR//ltBCp042DO8XbmC2Vow9YjtwsHhtrithYE85jV1dwJOOywcwPV4LNztQ09hofoxHwEo4kl0jTSE2Blz2Il5SBiUkKAkb8R6fnr8jAHO/IZeSECczsdLl0RjP36AFQPHE15U52cVFZTVVjSxhhmm0OuGjgF6gkTPR83sy8kXY3KbPodnZxmOWVVDa1a3Bsg82NHHanE5V5bA6uKP/ufNLFpOy7D6qtdgfMkHuv4tKdnHOJGQBgepMFDrJb9DS0qi/fzgF8vYHVRvXXbyTKT5k3E0bXiDzMMtYtVU1a/3Gl5cW+tlyF/tIvDh+Dg/ktJiSkA8nDUb2dDQetaM8778Gn3740TUPkYGdffVY+7MPOnP3eMzynLeuXEae76WBz4tCvu/b/+nhS2XL9fz4gV/Qsn6tqeH94vGR7eal0Zs/NXRdxtrw4d72y507YFK+K3aZadDrqxakHS6UtVOEWbnly9dQQ5sE/7MEh2/YdHq/P7fF26IwwPK2sb25u17jR/RVWUzkK8Jjw+Hh3v27pMmECW3Z1DpWZOew2yxmG7EAjVydGWlF02uXyUF9FpRQke+e4oSGF2G0U2BVZSBOgq3sgLWtpy8m32YV+rU4mNHi4G41GWCU82WljOmFLUPrGoBdMRq/NGnC7ugI+CqkztWKSQE/IWcQ+qBDp2aj1od0d5r2kbEbYu6E7Ho7NZLJliSeRutuTTvuPLLwZlJQtbej6C/l+wVxugdpBsgAp9v1B/Xa7DQiZswUe/fgIQBEOKfUGxCj8w5CDdMwTplk+gsV2YeKm1wdX6sOHvaqVsFlmC+pViZisKHUWoI5IqHVJAGlzY9lyT1+lJs7XRU8q1k95x+W3VBrq5DicWoOpRa0dG2FSJQvGjoMDVe5Q/mQAYJj2zgqMKY6yxkfOdpikDMyHgxCm3mzx+HBEDCCXXVR29kY6B9AT0wvy71dmFpYCRg5NmMevJKfk3gMiLa1uLK9t7mtNtc3tgK9wQcOKdCazAauBHIJbbFXrr6flH72QdPJqampuCZwajd6UnFN89kbG1eS8/PtVMLqDnxjcdzp0ppvpBccv3wGOzSoqO3zkO7jZfrJ4/u21Sw6Nu5ycH1uFsW9MKmG+EJ2ADsy/bYfDCAfz69PXATKPXrh9LOT1XZCAKZp1nw8cep4ONi/kQIqLHVEtEneQfG3zUxGnu+lgixeglNOK/75nkthy3X/5bMHv18kY9tHakbKlbCsotXl2dHTpgr9Fii3Pz123TMGWa1TzTkW9uEgVB7ZcNXdX1NJrUTsiC5ayvT21gfILv96Pq4uf43SLcPesbmyDwXZ2UXlpTaNDEMb2LOhRdI2cMKMCH5/fB/BkttpE1PQOKGfo6uLa4TESpiLDMMCuTh8Aj88jii5+8jIaMTtxxp3sz/QH/G7R7UCRagRTK9Z9OAJD9Nrj7ud0iPwBn+ByApbo9bpQLxvUY3S7BMRcrc7a2uZobXNpdV6bjfI5kU47AWK9YqfPw2XpsCI/ZtCRHqPZBHg5uPfSO5JM2jGccTgFcrdE7pFE6aNdMmTCloQ408q5rDAZaeI/2ULd0gXuNI3f/ZFbWPbI+bHjwUsZMh9Rsii1xfxRqVqJrmMzth9CR2sPdhbozWs1YV4rwCRvCSs+UWprH7X5QHC8fkulwagJKNxgxkD52AizVaM1Wi2C6BqQMMmT7GWZLG5UOtoxiKxQRBmYE7PX/a0/YQL1uT0erMUTXACZSZmFQIzw6YkrKVeSc7nD49BR8nOJ6fer6tR6o9nqsDkEi90JBi/wtc0OBicVcFFjMLXrDB06g8FihWG41mhJzbsPeAnLv5qcW9/cXtfcDi9OXUu9k3OvrLYJFhIgP7veZE3Pf3Dmehps0o30u6+/gcP5y6sXj5Mtwdq2rYqlCOGpmC2TAZbJMTtPxGxhDcx169fn3yuXCfPIuZtwkLEd+ZWUTw8dw4j/IAXa08SUfiT70eEF4a/tQZ9ndLSq597PIw54Ebe1y7AMf8kvXppwtlzzf7835y/LJfiPi3vxxRf5debu0RGm9bPoeErIXBKJLj/nkC17g+BrVPNvRO1kliuM2hNxnuxvuVMeKF84AxNrS8srbU4XDN6zCsvg/nmvos7mdI6ZN6Ra8q5OKswZSmhuCEPk66a4JnpE0UEJz9nc4vKswtJWjd4lSm4iLlrnNQ6WmTmWvQjVPrAEOrk00T1FQV6/3HJR6aPjSLEZ3R5Ypu2l3kBUw96n9oH9jT6qlAGUIrzUa7Va1iki7yi6yxw2m91kcmAz9A63Tu+zE2ECyvm8ASAZm81jt/lEN7r3fB6qa6YCFrutn/fSSoJFk+K97Msq6MuS+geR6DoH/fkocQUNV8HIGu/96624Wzoqw/fT2/w3kvEkvH/0Y2iCvx7R9LDv1CNN3T3U6kXZXX2wSSZMPoNUwuPnenOmYlIccvOGcfQf6Z1SXq39OmZOlHFDGepqPcbu5LIPMzBQL3tKLkXXMWerejyekfsheVxGHT+9k311DUiYdBPAAabF5rhXXns9Ne/YpduHzyZiXuWlO4fPJA5d6cOKQw6Xy08RCh6scioFHAQYpokeDwy0ASyBQoHwtUZgWq/J2ltRDvRYcL8KDF5w7U9juwYI0+vzB4KdMGfBg2rAXdiMs4kZq9Zgg+CCDcvGT5gb4vGhNlcVO3JozIh95XTM1q9iNtyK2RH2UXbsqxdiXvwyZv3r0cuej56nrHKdN38+PBoeVDUyYQJenrmRfjUl93ZWUUpuyetvYuvh0688G3GMHNryP3iadyfj3eGbWlYfeCqGDsDe7U9GHPAibi+tx7SBhN9tmCiwfPE/nl353/fMfkqST1+xYsXevXtRQtlqOXjwoIqSMEveHh1kZkpyraqtsfOmjC3Pzl23dBC2nOYWCpSvmRrC3Pok3veuXrtudQgPqhvT7z6AkXhhWY3V4ewKZWbK5nS5MO8ISMspoOYJAlwA7vM2pwBvwldgHnjYkL4HUl8nPL8CPrdHtMOzmL4I4MrzyM8j9NK43TADzAa3dFgFPE0sdjsmQbpFj8/XiSGngNPlrm1qv5SUdS4xo6SyXm0wwTZI60I/Xlc4YWL6KNmYCPNhb/2CD1BQ9MDuY2tvZiEEIZfgQ5HGh8pu3UAdQCbcZFCCUrstjD0AWpyk5GMyoxNPL8mZa5gw4ZHNPfuAdmC1ftEdBE7zerggHQsyUA3J4lRrbB1qm8FopcIlnh+e8qRCo/ReonY6l/ZMhvdyQN7w+rxEzhbWimf1cslzSM5MuTx/QM0oRPdHDwcEQj8mYQY4JZgW0yVlY2AbHh9NFPqmmDp2acKulyIVOHfK3dUHI0wlk3PzSpaKYsl6eBM+kvFSzpHAciqPu7fB6EQfYeZ2+FF06MbYO1JqFmm1iiRK0L+nEhwf9mFi1ydqyz5CP+TUxMeHIEy4BXH1H1xyOtILOn8r85szWCTOeuxDqxUxYYYU17v5NkKjkm4eusLFBYMdl+g22WxA+MCZgluE+2RVQ2tKXgm6TMmNCfZ9SL8ItoqC6XCL8wNqVta1AImduJIC6Bsbi66WtvEpYYIdX5HAD7XjwzkwAR2PxWzeE71iqSpefhQejFl/I2b7kZgX9kav2hydMF81S9VvWrx02eu73/jh+PGCggKr3fmgqoEJE3YkLe9+OdyItdh+9OixYz8JwgRbMgdj37tWDdN1qPPUE7OotmVpwoyI0910sHe2Y4PyuY+vGD9bbvlfv1/6TzujZ0oNa158cVtiYmJDQ0NMTMzp06fcouvatav80QsJo0jFZDu8aYqqfvIXbNs9e9E8RdudnxBbsr01tYHyfX/eAas7dOhQf8IEvOzQGWub26sbW8HgRUVdM4zf8+9XwT0H7jJwJ7VTiOpeZX1eSWVhaU1NU7vOaPFiJBH9kICXcHOGZ9yD6oa7D6ry71cWV9RSghPOw88OuBvDwmEGmK1FrYVVFJXX5JZUwDbUtXRQOwwfPBzbtQZYAoWckuGmDZBZ19whryucMFk5k200LVTCCLNbobzk82MDbqvNwvFcTNEUhDB/pqQG6fVKipFYom5l/Wo52xBesxo5TDqY9DoYwcH/rITJnXHMWPXj6RxEb9MNa29rN7W0mrRaM7CQ2UxswH6/R0xxQFZmg8Gk0zntNp83pG3Y01t2NDmQ2RU6UAIHwe1YTI35k6OOYtNeKCvTx0+YjwhcWVOIRwShc9dD8In6frBY1hpidzSG7UlqgFXrOfcSVsfn14auS2EMOuqjuwi7O2HkpTWa4AcyBs0iVivSGE0CqcqHcSDLkI6td9JkKxQpbYA8TJPFQ/VWkvSox9Om0afmlZy6lvrt2ZtfnbwGNjRhsupRq1oHizJb7QMarBdGvg5B6NBjoBw7cTuFNq0B7k7wdeBYqkNH596V5By4E8II2myzwQCZWbSlQ3f3fvXp62mfHj6J3DIrdvwOTC4kh2m1au6AtTknYra8Hb1yhapXsBqmOXPnbXlxe3+YhGn+ggXrNm56adfu3e9+8tk3J66l5N7HzFUnVdQFrXaHTJiSWpHG4BZFQXDcSrqJz44Xp2+Zj2zHXsbY9+zhUjEXxEmCRUf3/Xt/H7RDb/0LHI24JxaOhy03/sOhRb/aIl9vb731VmFhAWfmf/TRR/zmBx9+wC++2KDyHxx1NibYq8sRMmdHR08GWFYs3L4vbmlCdJ/h2E+OLdlyonbz9h/73XtTQJgfPo7thD7//Iv+hAnsV9PYBuiYUfAA7tMAlrn3Ku7kFCdmFCRlFeUUAwx2NLZp4H/4FtyCwGA2GOHCTSmAgWBMm6xubAGwhLt6Su49sLS79+GLZTVNoQdEp9lmzykuv5VZmIdUWQ2v4TFxI/0uLC2rqKyqARtnOF1SPj88PuCWfiujIL+kkkQzDKLX+7C3oLUvYYbEM8f+fKcly2I18DzF5EwvQJ7A7R0lfybFoGXIZBVN6ngOz25RKgiySCpJwF3cEAfA0mgysmyj2SzVtnDPHfhzwB6L1DTIIzjsgI4GjcZiMjmdsGpfqK75EesxwpuIl61t1vYOt9Ui9a/swRIhVuCcJBaiXFmv3WFnNIMjI4qeTkXHnxHiJcfTnTTB6ZSre8YZJQ+xZRcxlUjCRZLiKFwksr5fd7fki4YzwmmiAjWF55Vgt01yDgNeUhpAeKf1yTiw8FMyW23tWn3TmCrKATIBkOyCJIPZjxLHQphToFCktP6EaTBb/YEgu53hbMLvxWJ3VNW3wN0DBqFhhClnlSsJExYFC4T5YZaswrIBDb4LNzGXKALhA2GaaMSIFeWNbReSsrh/5REsfkmCOxiMeF2ix2CxauFnjVEYh9Fig7vk+VuZb37wOdxmX54fP37CBPsmBJmrCDILYl8/HbP13ehVq6Pn9UHH+fNf3vXqex9//vmR07CFh45fhDdjYmJXrn5+56u7Pz5w8OjJc+euJ1+4lXn8cjKmrV68AwekvLZZZ7I6XG6K9QeUhHng2xNAmK1qPfmgXkzPyECv0cbp2I48zIInnyCZKFXWvkED5a+unqE8eq9teTrigBdxu3gAG0fGPjNnJCS5+X/7bvV/3bv8Z68v/sVLCb/dOPfxlbOfTIiZ0Utln3/+eX19HWZSUUVqSUlJn0FQrCrl1bGwpWyc3vBl/MoJZMvP4lcoMy1V1M/xraiVd6PeiDgrjtkSKFC+dUoC5Z9S78iPPvq4P2E6BFdZbRNg4aXb2Zfv5MBHQJuAeXeyi8/fzDh7Ix04MI3eBGMsPH8z8052UUuH1uZ0wF22trHldlbh1eQcuKvDjf5eRR3MmZh+Nymz8H5lPdyQATLhSQHUCuh4MSkL0BGWD5AJ71xLzYOlwdphNptTaFHrZB8mrKuksh5jNUaz7AvtpppfhXpniDAn6NnHmZld3UGKnfkYMkkAHBVNmPSkOG9PzyOiIAASeEcBmZJbzGAwAF7CP0yYnH/IOX4wP7fLISXG3popLkECFkJVGaedS9gBdeRIPWMt0wLG6PV6W4da0Oq8dnun19NDtefwIkhh9y4/VaZPHAJhcinFx1nUncRFHSKlyXEBPpPgw0dhDNitnEI0iAb7i7Undps/EFDWjysruEekWaSYqOWMnyvWYclw8OEUwKF2oKPVzbBEXr5uEnvvBHRhDc0w1XrGS2GQ6uzJMNgqh9OpM469orxdp7c5nV6/r0tx3lmDVI6Sj5ww5TM+qQpFD0PjOzjbcDuCu8f1tHzgnHM3M+5X1wPI+fx+zuylaIKPbyYwwr2akge89M2ZxB8uJwP4ldX0IczMglK42wAWfnv2JpDV6etpZ26kn7mRMaCl5d/XYfqlR2cywzHUmkxmGFG6xVaN/kba3W/P3fz69I0j527BQgBT9WYblQKZ27R6Hcmhwi0U7lKAbTtefwdus/uXzK8bRysfpR0OQWZYmDsuLm7XK6+cOHnyQWkpbKfWaCkur03KKoR76Q+X7+w/fPK787dOXE2BXYYbOBwHOFCw/ZwpCnfmgtIa2H74ol1wOREy0UtQWt0Ah3Hf/kOz4+JPX7z67dFjvK6vv8E266+smtaVPiO0L7ZKnSWPfPH4qzue5NcrFz/nzvu7li3KPf57HJXMmDUEWP7tP5xf/f/sm/en1apBJhjpHDt2DEbrfno8wdCeu1Hs3i0503avUO1cpur4aFx4CQYLgWnRRJT8HI5fvTomXimQPlc1a1fUsuSoVyLOh+O3qZReP/BHPMvvvruvP2HanQKMXoEG4V4EkHn3flVlfUtVQwuQHhDmMXImJGUV3a+qr25shcF+RgE6By7eyqxqaNbojQ0t7QX3Ky8lZV0GJC2vbWhVw+AXlnA7q+hqci5QIjwL4A4Mt2K4s8HSziVm3M7GpcEqiivqgC0BJmG99a1qi90J9z240cF6T1PPuLrmdiBP2EiqCumSH3lKwpRtwp53D0P+zO4gOWmxCyGgplxvjuxht7tEd2dXJ8dk5RTNECaSphB5+Tg4roNnkcnkCOUrMmHCOyIpdcP88D7WaGPBkZX41MiKQKS12CXjJaAm+9YIdx1uQfA6HX5BCHo93UHM4QSq9FjMLq3WpdV5LJZO/wA+0rEZ63Uj2ZIaPWWE+iintFvOauNkWiBzH4azpTg2gA3jAU4ul5si2l106OBbrGjU3dOtTJ6UK7hJOJ2gfRDd9QE/NbHiPim3I2EaEfbhX46Gm8zsd4VjG6BcxIccSZd1L6UcBrOZ2j9NIlmFGVzDolc0221t2jFWlHNHcmX+M4+YSIhJqvQZOWGy5xPxcqBeAxOIlxSYwB+Oyea4V1V/I6Pg+BXsm1Na24ha6Ngi0s1ylX5MhQ3C1QU3ily47STnYN7g1dTbeO9phvsMLxOoD6WNEtOBrA6fvfnd+aSjF24fvTioAVmp9UZYDdym4OADZHJFuc5khVEzgOV3F5IAU4E24ZZlsmJwHOanJko8p0djMCfn3HthmxSh/mTxvAkhzPotK7fMkVwr0dHRu3btOnr0aFZ2dqta00rtQWHtQImw4wDVTe0aGODfyioEsDx6MenI+VsA2GBAm99fTDp9Iy0xAyWe6lvUgOgOlwsMvm60WAW3G75eWtP41XcnpHXFxFxLvLV4yRJ4PXu2tAHX9wxfQTOd7eobkgzmO68/0Wn4GdjRL//EPs+4WVEZR/8QcdKLlLXe5Nbk0QOy5Yb/84tFj21VRUkgtmDBgkOHvjp9+vTNWzdzc3PKysqam5u5czGMyS3YMoPlVqxOl9PtcTe3Nn/66af83aHb94zQqvdJW3Jr3gtjA8tTc9duiJ2rLHaLU8W8GLX4ctT2iGPhBFp21Ou8dz/89v3JJkyWxNyz583BCPNOTvHVlFwYy7dqdE4XDGxdLR1aoEQYFN/KKIA5tQYTjHZtToErcQACS2saGlo7istq0vPvs1uyQ2eAu7To8cAdDBgSHZ5pd3OKy+GGz4R5+lpaai4yJzw47IIAN7fyuibu5gb4SrVFLlIwzsblV8Pzxep0c/+dXtmiPiXkpFzEukMT/+zr688MiRpZmF5sDq7+QG1wOUtTjtJyYYJAz3SmIVJQxJoFinF3wvuAOk5BEHHCZEJ4bQ95QWVVc/b1MQVJoVtS8rRzH5mAvxMQNOgHFuDIOBGmRdBosDjdoAfynBDRddIp8rrhCDgdsAHs8etC72s3+1RJ98nL1VIwGxGlk4101O3sq7Q57OQ1F7gPI3OF3CucJ1gmfIQ5ABYLeSANejJARJI9Mip7R2IhlckEH4RmoxlNWH6FrTPtNjI8qFInSkocZakiVgwIywKFCbaHBe2xP5GP29NPeoCYic4f9NldTiCc8RCmR0mY5POHUZI7NEQaIWGGPJ8hhaLBVLnGf2lREyWYfP6Azemqa1XfLatJzi3JKiprbNfArcOJ4xIBblTwbzBUKQ/3mYY2Dc8J95ni8rqWDh3ceXixcIXBTQbGwjA0htvOsJZ3vxJuWRwlb1FrwYBgXaIHxrwArpkFpUlUVV1UhiNoqmTEnpWc+4pzejxwOwB2O3FeqmKonQgfZtLzSxKo28q8+fMPHT6CcXyXGy5tWGdzu5rX3q4zGK022F84gHDTbtXoS2ua4NAlZRVeT8vnAiV4AX9mFpbCPRko1IpJpx7ASxhodegNgMrwe4bXsGsp2XeVXqn333+fXyxevJhfHN/5E8jGHNAq9kvF41s2PsN4yVac+qu5c6R+QF+88deIw15ErLP453wE+tbsHFv+s9fjnlwoXw979uzJzMxEBQa61btFutE7ndSEwiqVtZokZTp8PnpFH7Wi/ubwN/D1z9arxo+XbCtJHnPTKIvKr87bsG3W/FkKsIxVRW9UJRyP2hpxGpwkS1Dh8HAKAuVf//5tWNGrr746GGGm5JXAQP7ugyqr3cF3ac5lghsUzAzjXrh99WCQultjMF1LyUWVucra6sYWDnaDFZfX2hyS9hEMimub2+FGdyU5NzW/BEiSCfPczcz8+1Wtaj3c4jCdL+CHm/mVOzkAmZX1zfA0cYse+BTeuXgrq6qhFZ44qDHSTbrrg8hgsptlMgjzocKfyQ1NeF2SZji2tEZqkavOvRTylitNwuK83LyGiRHzD7nttYU7G2KFLxxhOCx+4i72DXLuISxAripiSUa5BXY3pVxKDStZmB220+/1C07RZPRYzBPiw+yjtW63eX1SpxuSLvc4qO0RBkRsVnQ0AU8SUoIBXgLFoYn4rwtMdKGf1iZRNNygYE/DKsqBTWFdzI1mOrbYDRK4lJbm8WAbHTjdrGXq8cKIBlaAjc7txLEsoMSBXa6AVnZ6ogwEN+oA2CTnJ7yW+xPxBkh9MCnKQ0IBeMCnJhWzsysAhwie+xNFmCGdIngKSMpRIyFMyfPZFeCDhgIFk4OX2ODJ58Ghh90OLAunCkZcsAsGixXuPw7yeMP54vQGLjWSr0lXaE64vcBlJ2LRnBTIwHwDcuuxjvqwBpe1x+uFBaoNxkaCNyA3YHEYUwNkGsw2rRGWA5tkJzENh9EqKZeGcl9dgluEZ+rru1GG7uDS8Qqts62Lx8j4njffalNrnQL8gtwcv9DpDS2UqQtrb+rQwJbojDBWdbqxeboI90zYTr3JotEbO0jhE17An0aLDbaQbvgo4qExmlq1Ou5lD7tjCzUzqqlveuGFTfIjWHZgSr7NEXTMmYbmP/HEHMoyWLbkOSVeyrZujdQS6MW1f6etJJm6lvx8u0yYS//5ZT4ma9asOXnypFarpW7F+Gul8LeV7sw2uO8CZKInAe7BbqcgCnAHcwF+ekVvwAt4aXfaWWBhtJXjQ9jFHdF8NY4ELNMWbN41KyE+OkZxGUevVs07FLUx4gQ42bZnqgLlR36HmmY7duwYjDBT8+8DJRaV18iUyIR5LSUvG4buTW0AjfTo6daGCLOkora6oTn3Xnlyzj0Y4xeWVsO992GIMKsbW2HUTIB6HxbFhHme8qXg7u2mGmp/MACD7ivJSJgVdU1m6wCE6SPClOuJB2sGNIFR8iEeiMwYsvYLdxWnjueoUSmwFndA6ngotwdSEhRXuLCHE/iKvXv0KHN7vL5AqF5GrrOmahQPy3VaRkY7+OAO+gEywbqCLH8U7B59lFPZRYjdX8SEAlE0bpvP57OjIhNjNspF2slF6STXpYsclTINysZxdiN5HeEOBUeJjwwnQMJxM9FEfkjM84TlEFhilQe6E7sCyh7iwU4ESNQd9UiuYK9cUz+QyX2dHKQlpdPr4F84ZUyYSt14brbON9IQtbLw6aTFi4nr4M6sNoyHMB0ehWolK6XDMWRlLZaWGp4wiXUxoXUyFYoYL7EZgRWuHAesDLsUdPFQDmjTRxkXmEAyTg1SLk8LkPoletr7G4w7PMCrvXqkLRotXBlUCCnCLxMMLkEB+U0AHoMT1KyWqrEA8DBU7RTyCwrwZh4T3To+qaK6LSsvrV4kV/p8efAg3C0FlwsDHBSFNJhMHQSHsuZAq0YLp5ZboPr9NOL2eUXShYOXndRZTBAc1ZUV58+f37Jly5tvvrlr164X//a3FzZtysrL1xqxYM+BmAw765kD09y5qn5TDD2ij2z/CcgWhdnyeVg8Pic+Smj9xwEJE2zvG3/l3Vw0f2bbrV9FHPmm2N588Sne/ZX/7W0lYZ47d47bapB8inTbNMKdxMrNCsiNILpEQkqP3wNU6YNBbciAME+dPgXLeWf1hDkw2eaQktDe2UsGA8uiBS++OXvxfIXiEA4xVHM+iVobcfCbMsuaqkD597/DxrJbt24bjDDT8u+n5JUoNdiZMK+n5uUUl9c1t8Njvofeh9sREuaN9JLymrqm1pLKuqzCUqBHIMlWtc4BNzLBpdYbYeFInpmFBdTVlwkTSLK4ogY+ZcKEZ1ibRn8VCPNmZkUtEabH2641EMFmwMa0YxKmIHq9AUq5HJAwuZV511Qlyz1U9Ggmz5iXQgYitTt3yDLjrF8kUuf3MF1xuRSdPZwcYecCGA7XKuus2cmJIvCia+QRW6RKeKwEA4yXQY8brHs0XjimHe4iFOoWJFBMGZbQI1WyU1jESvmi7DP0o8K8COYPJTZ0USmW0mA2BB6bFb4L+yUTplxfo9frTdj7EgGVDe5sjBmUECgRJtMvt5vnZE62MBqRxwWhP0P64X4vkLDRZITDG+wM8hCAdfUDWIvdHaZ9yg7nEOFP1nAGDrvH51EbjGMlTJ3VbqcnQrAXrggyHdRsfYQ+TO4BNKkdfKjY30fVplYYXgFe9lBhGJw+KtHCOxOcI5YjG49KEl8qwJaclgO3Lzi8A5je0Kao4gd4A8iEdziODNaBZmjX6QEpAS9lumtqV8M78H56dg7cY9fHzx4PXv6wImHRrJi5MdHVm1ceW4EByhUrV8LmdegM7ajVaYDfhtFsBsjU6Hu72MOLDp1eiwFzuELtMEArLSu9mXT72A/HP/n445d37FhCGZWDTXveeruVsk9h+TExva6eXduROl7+m8Qea1ZimcyyeVERJ8aR2/7Nz82mHYqOVpWk/2owvGS7cOwPvPfw7+UDj0ec+qbYtqzhPNXo9f/5gEyYVy5f5t4EUpcNq8Xhcro8LjciJVEl3H4BLP3wkPaG4SVba3srHtJolf3ARBLmh2vRjTknOjYMLGsX7vggbumimD6VcQtVcXujVhVHvRlx5Jt6CwXKn59Uwjz+W9ShWr9+w5gJ0+lyc78MJWE2t6ub2jUAmZfvZAMlwpzc/Beo8lpq3tXk3Jwi+G6Hyy32I0xvJ3lJ+hCmzQ4kodabbqTln7yacju7CLawhmrJRa9nGB/mpD30R/IIk3umUEaKVHoCv0cY8blFzCPtIr+f3BcbkVhmS5qURdNcK8S9FzFlmiqaseRkTLlw3YBhDrvXavELTiwIGs7ZK/OzD1U9BUJmxEsMjhNswNa53C6D0ajT681Wi+DurbZmISPfkMo2sGSu8gZziXBR9emrTtX3BriPwe7LtUISZPr7+DDZGxnqZi7KhClXPbMPlq+NsI3h7XS5EXQdTmcXaWDCCSJNAIy5swIqF8LD6ZD8maGBAyWR+ki0cyL9mXzk3R5RPeYouUYHl4uLUpc7qUkBH4cA6f+zmgFlJgxTHS/3iJykDj5cQwSDJvR72+3kvexhjz1fGyhT4MS6nvHnfzJje7weo9UKEDU2JagR2iyKKZ9cuXBseHlixUJVvwmQLyv/roIkDToUpzCzJ/N+ReXNpDvffne0tV29e/fuHS+/fPz48UOHDvVfzpz4mZs3PvPe25Kn7p3dT2Td+s0rVE+dlJIq78K1m0k8w7dfPt5p/hnY6zulmuvdu6QX6q+nb4Py/mwJU9zsqIvH/jA0XrI13vvFwgRJzujdv792PysW4b5Hz4zd+j8fZ8L8/vuj8PMRKYwFt2Wr3er2uvtj5NC2dy+GUM/+bSIJ03FASqc8Pud5Zssv4lcuV/QNh2meatZrUcvTo16NOOZF0KYmUH76Nx/DWlatXm13uqoaWvNKKrOKylhBzulyVda35JZUZBeXl1HdN/sqLXZHfkllck4x6oC0aQS3yIRpMFvhTSDP8tpGjd4IIAr3vbT8kmspeSmUn59TXAEEeyPtbnLuvaqGFqPF5vP7jRYrzAOQyR0xAAg6Kcap0ZtuZxUlpuXXNrXZHE5fIGC02LMKMYGThTfvwyLUOpcoDkGYY+4aOYFswA3TOeuPolQeqTacshPlXufsqQNs4/RCJ2aw4CQrHfFEPQ0xTdFDTrkgi12P6VGLtT9ms6BWO9va3frha3+kmnGPm92xyJZwsmA8EOoXabfbAC/VOnQ1Aj/jtoUW2EuYg7uU0XNFOZCwCizGx5wB7EwkqzxRDx07x9lDBegYKIdj6PV5gp1+OUpObkxKO6cQOYX4RPZhsg8Wto3hMyxuDu8LLqfdYYdF+6g3utwV1EbOVU6/pO6KQdbblCutSCpfKsXqv+TxclfQ73AJY670aVFr9SYsKoOfEjZbJK81+6JhsDPyjuRM75MXH4fdhINvxStcYJEoWKWbCsb5yodrIxj0j/ma7/fbnCLCfGn7Dn60XVi1qG7L6Ip9PlzUR+WSpwULFtxJy5CXz9U9bVrdg/KKl156CT6V59y1c2fYd4Ehvzv4eNKl35XlPmZq/CfGRbD2yp/n3P7NySN/hNdrVj7La3njLUzU57V8e/R7eD1rVlRz6S9gnrd393b9nhWL4eZpro0ZxpZffPSXkbCl0ra+IDWgXL/8uYhT31RaoPDn8+Kx7in22Tkb/+ErPgh19XVW8l5ibbjXPaCjcmgrulcEy1kxd4ID5VsX4eYtiZm9NnaOUnEoThX7UtTia1E7Ik5308GmJlB+7tcoF7B06VJ47mBLnfrmspom4EY3lX5L79Q2KUkSHvAVdc2Al0Ckar0JntPYbY1UkYvKanLvVTS1qwEFRK+Hahh1FXVNMDOQKnx090HV/ap6uFnBw86HRcedwFIllXXwPhUzOtCtR448s9VRWFoDKNum0QNGBCmBH1ZYVF6bXVSeW1JZXtdEeZvTmjD7G7MWYAxlFJqAFYE+2UsDcMIKjVYpWdpOhdY2VsiUDd5EGBh3F5WugN9nt7m0Okdrm0ujDXrEwRaorBl3IpCgvw4licjZCqyF2Gm3AVp2aLQavcFis/sDfuXXKdsNhaQGzJrjCLUPgRd9vEp5c3hHp9NJGhf9JqZNMC5xkkVQ4QripEoWRILJ7XbDnwAnnXipAOx6mE6DmKvQJRtQKPKzzUrFWd3cIxJ+Cow9zLoWkj/lmvcuqrqCeeBocMt1i4TBAsflexvTj4OISK3IY7Hbx6xWhD4uvVFrNIPB0A9+NX5KaPR4RZL8dNDBGYobmdu7SP5rMjqQcm4DXGBcIkd6sN3c/91GjTvhTTjdE/Vz5kva6/PBUBoGtnCbahp9v6SR21ckHcnTmRF7MpOeX7IxXiqouXDhwrz52M25qb3j2IlTWfkFYavA8H2HJj9fKvpelDDjle1PLQq53c4c/ePBT/+8cd0zO158SkbKIayj8udvvd4LkOs3bOC1vPseVpEDaNlaEE0//+gvYfia9PZ0VC7qw5ZxUV9+/OfRsqVs+9/7F17O3PiokjO/izj7TZm13vx1bAyOI+KeWLj4l3+DF2+//baZ0uzH4L3EVMxOf0Vl+bJlqGKZPD6t9TBLekXJlapZquhNqoTTUdsiDnXTzaYgUH7pV5/BKhISEuARZrRYO3TGdq2BezVyz0d4MNE7Vo+PexZ3wZwdOkNjuwbw0kJMyMLmQIBNbZq65naD2cJ+EjB4lhktNgDUqoYW4NLa5nZsKU7tReiZ3u32eFrVOpjBaLXBt/xBP0eKAWib2rT1LWoOkSPhBPxWh7NNa6hqbAO4Bfo1WmGrvD9dwoSHJqvi+INBQHoOo1MhjIekioDxPR6vl+OSLAnORSUT8ohHkcyAPyi6vTarz2HvCgyag6eoGbcQ30pdhIA5uEM3bLbeoG9Ta9q1OpPF6nL3xlsZLzkhdrCsOfaMwSqYJCmxAUXX4VBQ63Y9F0wRTLq4CJ0mgY04k/py9haJYxkICj31sqhUFhTS4RS4At0vcWmQtaeAuPieCdeNrIHJYSDOd2W/KGE2wqTD6QwEgrJ8PPszJblOi5SfSRzrH09UlyqgBb3JPGbFdfZxsd4O96axO2DbHQJV97uoadHQeZVcxQaXbnByekQGKV7PaSTwghp99tDBFJg52ds/Ib5TqlfqhF8W3Fs0BiPjZeOk4WUD5WSmZWahCyha1b5t9Qjxkh+Tq1atzsnLh19WYtJtwMsBtxPO77lLl1evXv3u2+hy3LVdwkhtzT+/tvPJdWueldHR2PBPIyFMsObSX8jPaKW/dPMW7AD4/Kpna4t/CbNdPvkH5dM8OlqV//7TEUfKAdkyPi7q4CdjZ0vZ7lz83ezZyFrRf2f9JTO//z0fyVX/9V3uMJ6WnuYSXR6/Zwx4mZuXw7Xkb65Sub+YSMIE45O+SBV3OGpTxEFu2tqeqBVwlOZMZqD86mNf4CrmzMHmax4vJ+l6vL4gVWF7qSc4QCA8WeEdhgTiRg/KNaJUHdZ1ckobvHYKLrtTED0iK1UGsWVwAGYCdGQtTXjM07ekBtNYMREMukQsxvTgu6EKnW58H950ukRqXibJXQJguTxeO/VDd2E9spf11YfAy8kjTOYi3H2sOBi+6oG9QJxm5nDaqUbGyY4aN2rgOLiJITV6DsrluiRP1DXhD/Tererq7ARK93nhBTNnV8CHBeZEEV19a8Y5W0+uGYczabPZ9UajRqfr0GhbNVoNqqMIypqakcRVuwDtqGqGxJ1cfEyoOZGVxS5JadPObMlRb/k1YyQcN4yVK+p64E/OMeBJ6fAkHU58BwvMfcSlcPEGsBZJcPXJwATIZN+yxWr2+T1IiSQjybzN0hyU3EjapyR8yqX0sj8T9aYw55ZWhD2D/KPq4s3XDFznQL1Ahs0TEcmFhaAiN1bkW/iSg9/3EDH93hoo36RoYEreS7eLRUmd5FDl9GOSgkeX8kR5L3lfYFHwi7PYHayOPoZu72Mg/Ira+nXr18PN9pUR9I48u2qREttKSsuG3s6MnFxlJc6Bj/6iZMXMm78ZIVWGWcq138LS1q1b19jazivKzMmT1xIbG5V1C5dcmPZrnn/pYnSZxsaoqg5EOCGz8cun3t84Y5aCLb/6dALYUrYvQs7bMx//OeLgN357cO63X+7566ubnt7/+l9PffTn5MN/hHc0d34l5v0i8+gflEpNSxbgKV76zy+v+BnGWDdt2uSBMbfPA5Apm1TgE6rxweh5QFlFjniZePMGH8AJFMNU2t7V0eS9jIk4xU1nywwFyo//9oNJIszExw6qKGkcHtV+7MKGiXXkcpL8Tr1GukAcI5PfhNmkTjoBv7+fBRAyUZ2HGYmrMLqow0sQISrIcpAKw/flGnCWIiLjuYP0l1wM09tRMSKEydp6NqeAYpUj8K6wFwgemtxzhkuPAdVYxxveBA4hNUupIJqMj9ukbL9ksHxYYxepslPc3Gu1YmdJZCEcNTgGrxk3mcxadHHrW9QaxksL4AGnO8oZmCOoDYGLh/u8w0UIp1M+JoSXqH+BivvAaW6X0ji7kkjSybjI8MnYyV5KVnUPI0wHCWTCJ6ybxMqZgsvJSbBOrF3ys0g+bAbQF7VqssKpYayScgYoxMxEaqa6fliHj+qA5BKtUL25Az41kY4HaZa6Rq6xw9eMU3BqDBPGQlzjjJnSZjNsj4e6Rw1x9UojKRzvTEDEf6DfkR82gxXv4fhzLZXk00afpnkCvZcSXoqiwWxp0+qnBi9lyCwsub906VK43+5dOHcIvPx08Xy+7X/11Vfz5mES5tDbWVHXsHrNGpjt84//smnDM7t3PTk2nuxvHARn6ctly5d/ffhbVb/pwvE/yPMHjD9LWIDZenGxKt03EYDMis+eemfdjHkKqc74+Kiv908kW4Ldvvg7Xvjen37Jz1dv/QtD47ATz78lJBCKE3XzET0ittJw9xqKFMF7pFMk+rio3ItpOUEYivsDnf5Tp07yAn7YOil4ycZC+vuj1kcc5KazcaB822QGyrlHEjwBUUKH/GaIf6FGOUrjwHfYO3DNwAgFLqH+anIAG3RFBYLhy5GxMMjr6jVFDThzZWgKyBumXNqweInOUpJwtwuC3Sn4/D5liJlqKAKi1wMfAX+MqtM0fKtNo29oQ8k5hwszRYfgBMz9Iz12Zf8Ubszt8/mwKttm9fm9k9QhZYTW6feKJpNLpweo8jqdlMUoWAesGXcJeoOhHVvUYeC1uUPbrjOY7Q63Qt1a6fvyw64NzlTwKaWYmqXimh9/hPMK1KbT6UlaXZJVZz5UQqaSMMM+kgPoYRmb5MKUVN85gZOJFN4xkpC7xwO72c2yUdh9SXDaHTbgz7BrQxYKcEgC7CYu7ffAkB398wPUmwOGsoQmiXOOKEuTV2Fz2NvHmoE5IGG2aXRaA+4s+8wH86mG1ANQwSCA6SvBibo+lbpe5L00M17CueBmo1JzVQtcU/bAyHpZjmSlGH8BcLXa2jThx5MF1ScVMpvaO7Kys+Pj41XUozwMLPM3LPtq6YJ5IVfkqdOnO7TatMysofGysa3jlVdfg/l3viRFxp3t/zhRhAm251UpG/O9995/6aWXBsMPeX5z0z9zKxzAPO/xKQLL4o+e3r1mxpw+OjSqlcue++azxyeWLdneDSlkLpw3s/H6ryNOiWO2T1+TTu7GjRuPHTtWVFR08+ZNePHxxx/t2rXr+eefj4uL45M+f85MmL/mym+2EmEmJCTAR/Ditf90nQNGAxKm2wsmiuTk9DFk+n1ffvkFr/Tay5PFlmwvkRDXYlV8xCluOtsbUqA8bvIIc3YU/jI7OtqpftMnQebIDG7+fgkvPXAhhRlCJo1cAiNe4GQY4KXRan9Q3fCgqkFvssidTVB5Lwjk6WzT6u9X1VfUNwNz9H8qhZn8EVY2lddkFpaV1Tar9SaPb+DmQfhcU+SYcY0MUy7lN4rsZ+NsvSloQTiEdcGptFldOp2jQ23rUJuxtfLANeOAl21qTRNqUqkBL7ELs9nKeKmgd4Xvq2soyU0mTCAwdGAS2vl8VOOj15upq6aTCFMGRRkgGSYJIR3yR+zblPMtwwwbVvabGav7nQ5uFQRbLGVgdndRK0wL9ogcqApeknbHDvVShF3qBIq+SkdYvXmQNDpF0cPiAGaLeSRZmuzDdDjH3i+yv7V0aPB0kWr90Cr9cv/x4ITi5UNFbwIr6W6RGqeTc5IfPuyBy4b7g8CR9weGGpuM3PgkiF7RYLG09avr4TzVyXZpAmG2q9XJKSn8hH1H4cn8Ysl8JR1FU1fsVo122E3af+BzmHPJohk5t8cYCh/avj7wZ845VE6zZoW/o67+uTKBMy4OZ1gUP7kKmTnvPbNr1cw4hXI2HLY1K587evBPfv3Eg6XSLhz7QywrZEarzu//SSpkHn4HS5bmzJlTUlLC9Ykc6yH1ZsoMoumLLxAIt69/5r2XJU2qBQsWnD59Gu4McBuT9OsCvv5RcnghKqjA4/XAst95B/OE4eLO2j25eAlW9JZU75MYtTPiIDdtLSMUKD/xm8kKlAO+wvJbmpvcYyBM7pbIjacHIkwYtPgDgcgSpujztWkNKbn37uQUN7VrBbfI/kZ46MAPAZ44lfXNt7OKMgpKTVYbv99NKYiSvmKPFK7vooKmHpkwnc57lXU59yoq61s0BrPX51M+zljJEgxewFEi1UFJl1tqrdiD2izwkOVCFW5N3v9ZL9XwUhnvcDbejE0ECrfgNpus7e3G1jaDVgt3GC/pR0k149R2R6vXt3UAW0qP5latDkDQIWBddn+KwKZ+XcNk7smE2Umti+Bft9ttNJmwxociy6E+5r2uSCHUHkh2UyrFi5SE2evSDIXN5e/KgXUYd1NPCqBZB+wrZ2DC7sDajSYjfDpYFbySXnw+L59lrBWiyne5x7ocOqdjKEoKVANlaYapiHOOgc3haNdOAGFyM8F2rc5gMsEwgdqvDxyvD/mfg3gGWWt0IvQn5RarsL/kN8b8AfaQw7CLegsgXvJlBpA5gV59+AXBj93mdISxeiM5dVva1e1tHe1AgJROPEl15UyYMDpLTEzku/qrC+K5R8+aOBzmL168OCnptsxLw+JlbXPrrTvJmzdv5vnfeu2JyYBMe+s/Hvzkz2FIuShhpvz64Kd/DvtKac5jsaRftGJCZdjL9z99Yuezu5+fsXpBVBhYrl397Ilv/jSpVBlmDcW/kEv1z336E4PMmiu/4S3PycnGHB66IfCTiDPVScUECXPhwl4t1tjY2OPHfzh48MsLF85nZWXW1lZbLCZ4Jga7Av5Of1gtjxexk0OZWK8B869Yge6yJfGq8r2TjpdsizFcoNoatSjiIDedbYEUKF87SYS5YMYcWH59fR0/cUZOmFLvNmwDPShhYqDcL5X3BiLkzBQ93uYO3fXU/KspuXUtHU63WyZM2EKt0VRSWXfpdvatzAK9ySKVt3QGfQE/ZVd2cpDd68eCI6VGEOyazmRR642W8Oiw1IqOUgV8lGzayUeAYYMk5TupPTYeEzjmItWMB4OdHCIMeygHgnyQ+3SowcIsSXJcEhWn5omBznGUmePqYEAquqxGo0mnt1ktQHqs/84142azGfCyFb2X+GhGz49aqzGZgdUC/TLlOMILhvLjQ0KCkjCxxsfjsaK0pkFv0JPX194b4+4T+3Yo2BL1iMIqgEgys5dIqWwa4+NhkCmEZN4pA9PHGZiwGXBVm8wm2AyYf1itSBZXJD+l1OKcGzmxI4C7ONEIoldFf8AsTYLSXpqlLttuU6jb9XgJB/FSj3yJGZgOTl0Yorpf9j9PCObJfks79uuxAENyz03SRujiYnw4fCwMJbiccMF3DnfljNzg+rQLTq3JFFaPDzAJVKlt79A1NBqbm9taWoxWC0Dm5BGmTq+HoQVX0fafKmvqXn8Dm5jv2LlraLzMyi+Ahex85ZVTp09/e+QIfOXwF49PBmE62/+Rt+2lrU8rN3X98xgwrSn6pdKBKVvO7d+QI1a1buHMsfFkzedPn3n12bfWzng+YWZYBFye5sTPPHv0j1MJlrKVZT/GO/ja5qciToyjtdMf45Bh//5P4S7FahJwiwtiflqA9dxYwBkb7/o8er22pqYqLy8XbmXwK05JTVGegpiY6FWrVu54eYfBbOgPmf6gzyk4Dhz4jGd+bbmq/aMpwkuwbzfjGYpVRUec4qazTXagfNFzGKCpqqoaFWEiXlIGpmcQvOyFTCz08LEzJCIRcyCWxjYNMOSFpKzqpjaHy+WnhzgYbKHaYCwqrz5zI+1aSi7QJjzT3SLWmWoMZrXBZLTYDGZrm0YPjIqqTRar24Mu0G70fyJhduiNZpsDvsIFSrC/dqcApIqd5tqBxLQdOliIXcA2kSjCA4hpF1x6s1VjNIPpzRat0dyq1reodWq9CRaF0kxcTiVFVgElAZsEQeG4Q2QK/SmE/gTKwvp+5Ey/fK8YuW+TpcixJbTXw60bWYibmxlj3Y3RCI9i8l6qG2HXOjStWj3sgsXhZO2pMOIivcHh+7/AnDAP+/0oFt/toKaNOgN28WHuQhQUXcoqHmUJj9IbydStIEwhNCp3UoGPzangVf4W/MkKRYDpnIH56NFDdDsLTp3BoNHBScYqHmzlHJA0EMiVPah2qKQY4JY0i0IuTQf3pmephIfUCXGgLE2nGGoDyrqdgKdwWY5Zp0jpwISFaA1GkxnXNEQHH3bJcgfwzvEFxwfwW2LigZUK9nupm7MIqE+6i+qqbF4emExE0ghpEwXhZwu/NaXupeTR1ej0MJ7Sao119fwQ3Lt3b0VNzWSEyzEDVq3Rcu6H3c5VPPJ0+MgRjguAvfPuvttp6UMvbfebb4bhVknWryaDMFkYMyZG1VH58wvHUZtI7hc59BdvUUVMbIxqJDzZ9OVTF197du/6GesXzpw7OypaNcAUE61KmDdz87pnPn7zr6uXP8dvLlk0o6nkF1NPmAvmoxd3yYIZPcWRJ8bR2o4NOFhISUlmfbyR1x7yzWHFiuXw9W2L0SEpTwc+/8wflMp5/J1ogU5/RmY6V7fBdGnH1LGlbLF0JX3899RzfLSWHvUan6ATv/lwMghz2bMJsPAHDx5MBmFyAoaXOBO95fjYCrk0RxOOHxdher1KwgTCoHIMP6q4e8QOvUFJmPBRh85YVtOUVVSWkoetiDKoD9GV5NzrqfnZRWWAgqwAL0XJi8vLa5vVOhO5Eb1AifDdtPz711PzLt/JgW8lpt/NLi6va9WYHc4ASjOJdc3thaUoTZ9ZWApz3s4uwk6aKbm3MgruPqjmVph4uEI9zVF3nZxsYPASSQlwqa8hPJFCu4N1DtlBJ2ItDA9Oh1ZoD3W68Xu8IvcbMlHxBRa/0AQvtDr2XqobO7TNGn273gj8B7ju9fvCGJL1BuEK8VGKxNA63qRM6MGQsd3OiQXAP1q9TqPX66n6A4UrAS897r5KRDJh9hYBse46JkaGuvnQ1EukPLMcSeelwafcRT0Q0sDkXkLAYm2YCKdu1WipJR/O5BBc6G0eUrFHiVUhlyYr1ds4tQnOlxdlfzpZSFORpcmqUACb2L+GSpLsOpNJ2Rd7zHjZTA5M6rVlEwbv4KPYHLwVdI2vcnxgv6VXpLqhTs4cgMMER5sE7XGvYWZuOz5ROcmoV4/aRHZs3KPQvWSPLo3qHDazeS2VY/N08tSpycjJZMhXA9KajJxHAecXhlHfHT363gcfzJ49W962+pA60GB29uIl3tQXNz/9+q4n582dGR8fNRl4yQYr+uZAHwfpyuXPDfutj/dhpt/qBQMEyjsOPXX1jWfe3zBj46KZ8wfhyeho1fy5Mzeuefb93X+99v0fOgp+0dPy/yrt2GePsxcR6HeKQ+Rgn+6TpNfjZ0elf/eHiEPjyE3I+SVvuVarhXs73KBGpXALc54+fRrHYquxEtz7ZXTzB9IJvFuQz+XAbe0tp8+ceuGFF/j93StULR9GAC/BdqKgO/YfjzjITWeb1ED5ymcXw8KLiopGHyXHMp8houRKyJRUszAz00vpeT5eF5LedCJM7BzUos4pqriYlH0mMf1mZuGd7GIgwPO3Mo9fSQZoLKmsg9kwhGq1ZRQ8uJ6Wn1dSVd+itjsFeFY9qGpIycVGmZdvZ19Nzr2SnAMrvZ52F7/Wqgbmszmwh9HtrCKAz0t3cuDrN9IBX3PO3cw4cSUFILa6sdVss7tQbl1ERUeMBVM4WECTaMotKGv32MPpDMWOEUoRp3qByoPNu32sHarwbQa7FYpPLL/jxNJpDCXD896g0eg7OkwGgwW9cBaTxaI1GDv0Ro3RorPYzMC5LpePIaTv3YlSTwkvg8NE7ZFAUCDUzUHqbiIzi8Wi0eKDWGc0AXYiOnrcsG2sesTdxtlFGdbiB96UCZNnk52ZIcLsXw3khjdJa8jR1d31b//2b0CYcEAAALQ6XYdO36bVUbE8ypUTkGCypgCHlIQ04XgO21yJKUsUXUyP7C+F80UuzUCnogc9/MlV7aSbZGUq0+gNrbgB7Doedb0z5RlidU+7VqcFtDHJXS8HIH/u2B6Q8NI34DwjfwzBBSbhJQa+LQP5LeHI+N3wo8CGm1QHxz3Hu4fS5x/VNnRjgwOf1eFAuSd1H0qHEwqjBiumuIjw6zlIJTPvLpwL/760ffskESb2dtTosITNbOa8DYPR0K7RjDbzc+euV+b2dYFeO/P7ySPMsdnqlehm3LdhRuVnTye++czHL8zYtGTmgriBeRKmeXNmrl/97L7Xnrj07R9acn8ZxpMDWl3GY4tCYju7XnpyiiEz68Zv5sRLRU8f7noi4ug4Qssi4fTXXnsNbi9w4w0M3mtjMIOfKu+1zI3HtuKfW7ZsuXr1yvbt2+VzunSO6kokXJeyPdgrXW5X/71Z5OC2ezID5c8/g07svPw8YBVfKMY6QsJkL42P5YlCJDkifybRgo9C55OdpRlGmENHyZkwswrLzlxPP5uYkX+/sqapraFN/aCmEVDw0p3sNHirvgVIRUmYNY3tepO1qU2blFl05U5O3r2KqoYWKlnVFJXVEnPmZxaWGS12q91ZUlF3M6PgzI104NXCspra5ra65o7i8lrYQsDaggfVLWq90yWS6jodn74Q3tk5gMmy8xSO9Irw0KQaIic7ORk4OaTuln2bHj536BIkQGVfKHqZ3C63zWppabW2tooOO/MGBjFFkSLxXi8m1/oH4yuuTyE33TCeKPIviQzPHmxb2cOEqdZoO4CIDOGEydzI7kcP+QZleoQJXsu14XJIfTBVTHZsslMRXnhRCuAh1fg8gmNoxi5FBovNZrHbgUM6SDuxiTizTauHUYnOZLI47IIIjO0bOp4ruzR7szSpdF3K0iQnLexNKEuTxV7RAUq67jadwdCh0bSrNW1qDbPuqMgH8LK1Q63WavUGxEuz2UIZmL7+PQLYj03qUpg9SzJKY9di5XQL2DUWU4Uz2N9vyU5ddlPDzpKz3c94yT1Gx9kalWnZ6XbB7xrwMuy4tWp0JisO5QLUwv727d4SG5juwy94QvGy143ZoenQaI1GI/8qjSYjnB0YQYx8ISkZWWFstnfPXyPOk/2Ni30Gm+bGR61d+ew7rzxx/us/NmSOiCcHs5e3SAmiixdGIGK+Ye0zvPa1y5/rmvYR87QjUg+mM2fPcCL0EN0Whvh179+P/aa/3iQJWga+il6tGPHEx6o+WacqeDOSbCnbUiw0UW1WLYw4yE1bm9RA+fqnEV+zsrI43Xe0akWkte7zhbhxpP5MyatJqMlezUnL0oTnZVO7FnAOCbOx1S64AlT1jJU+QJh6I2De2cT066l5wBIyYZ4lAgRQtNgdAGRaozmrqOxaat6tzEKgQZvDqSTMqvrWVrW+vLYZVnExKauqvsVG2YnYE1Ojv/ug+lxixvXU/HZ4sFjs9yrqYCHwDnAmsKvdiR0N4etJWUUXb2cDiAKvOgQ3hYyDo81GkyLUSIQYKUYtXKIwpEcCSA6yO6U6FwwhY02K3Waj91HRUXQHfV4/QFlLi6O1NeB2Pezpkpc8bCURgIqyxmfoTUUAIK+pC/3nKIYpEybwucZgclBFNlY5kaIa75REmz7SYVMoq7OLUilk1DdjUyrwUUqvcxoA3Wa7KAPzEbfIpPxJC6AgXLFwsOBcA6W06/SAJcx4QCxqg8FotdgFpzvUxKpruO5O/bM0YT12mxU2s1+WZjdDJjC2mbrd6I1GtV4PhwUQZeT+TK4u0ep03NqbCrcH7o9D5zfAuf0jz8sacDlw5fr9Xm7SxNm8pInEBUS9fkv2jSu6onfKpW0uGPWQ7320nNkDYEn6D6x+6fKIJputdSA1UTiVnObhIzWMusaGrw8fPn3+ws07ybmFxZX1DZNBmA2KinIuOsPqOR32LBj5wGHnrldU1Kdm4zqJbaoKfhlxngyzyruPKXkStnbNiufeevmJ01/9qSb9se7msfPkgPbDgWkRMY+bFZV6ZPpGzI9/IGkCfHnwS8w8H67bwmAGv+6SkntMksLnEsilv44n4O1VqrTXMHQecbCU7fstuGExquh7UW9FnOWmrXGg/MVJCJRvemoVLDk1NdUlRe5GF7aWPZlssj9zCMgcIktzMoLmHr+vqYMI81ZmZUOLzekMhJ6wlHVpKCytOXczMzHtrkyYucUVV5Jz7uQUA38CKALpAWcWV9TdybkHHFhYWm11OJSECWxZ19wB6Ah4eSMNSFJPLj5su2lzCFUNrfA+bMD/x955+DlR4P3/b/k9z+8e7847vfNsIErZbF/KLr0L0kFAiuU4K55dzrP3dhZUEBEU6UURwQZI25Y6LZlMS9mCPvf6fctkNrubzSa7SWbxfnl95RWz2ZnJzGTnPd/y+fzUCJcW4csTp3bsO7p11+H9R78LiBI5HyUDorz7yHFY2heHj3//U2NY1XkCnbM6+UJmSispmZoN5CI4J/3U9L5NO48URlFxbJBLxNrbkh3wH1ziW1oggDA7O9ocyOwXLzEP1p4gC/VslMIT93DcsQFPlgzTcKSKAIRavL4LrX6vIOGQPppG2S0ZrNmL55hlOJPjaZpF3Riyewem2uNHGTUwgYHI8BHV4ditG13vsaE0BhgJQABM0pKyGjxPTkaAnQCf1KIZTZFS1l3UR5cmuxp179K0tTTRetWyAP4FCWf5Yefkns9MJ0yZVO90PfOMD1XzgeFNFk0acPKQM9iwn9FNXlHgaDF1w0rJBTJD3tLRaGpP4WVIlv2CGJJkAPhY35rwGT4Faqckk+2J9g749lmiorQEMrttsrcRHDv4g6CoWEaHXXqu+C4/6YRJOV4Z7h2aff4cs9MnTp566plnJ6emJyory57fVJQR8kHGkw9dt2j+TZzfW3rLjYXlyYzx0+7LHfmg21aM+P8V897BGpj33HNPlxJvznUKVQ0fPnzwhRee7yG8/+6tXSwnPeo+T/aO+CZ73uf+stmug9yQjeIVypfcMAeWvH37dri2DoAwneIsh5PPzAsyuUuTvKUK35kZTyYavYEPdx7418e7j2IXpa1dCd8sTaeuy6++BQLcvvfLoCgxYR44+j3B3jcphcyOsBo9fvLs5we/2b7ny8Pf/CiH+yTMrbsOtfhD5ImZBB4KR7WT55re3b73vU/3/tTY0kKE+fmBYzv3Hz1KuVD+/kpKGIDz4y+OAGF+e+qCEtFg0w3TxIbMmJWLK2U/V17SnyGkwcSmXRZPJffsm4s01cf2eMwURVMQ2izDIcxc4LaN0lR8ELN6EWIHJpxyggCMB0fEApr65Zef2c0HCROu/qIMiM7gwf6kHAkySErNlTNkaj1IMkWYPV9P1y9C1xhR7K6BmeSewB7zlbbiZTwGC4V7DYCfloDdonmOlLpbaGYEAE5Dr3Ps8m3rrmyZbT+kujQl6tKEf1XqV4SvU3cPyrjGmU9ZDomiPyTAzdEFUo7iOJuZZ1qbvV6/3x8KhQj5ZM4o9qT9dtt2iiaABoiXqd5LMkIKK46L/cWLF5Mo6YBF/155y276/GiipOuiEgYshBOgyRfwCSKAPSUz+5tWs/OfCd0yVEPTYHVRtbU/t03sxhQEfy8Vo+ITZgD2Bt9ZCKLYimlMX45wy721ziXedZjMEk8/jkmzKRNHl4AwOVYvGdFVMT/qXsV86qjkkd+5jpQ9Qtltz/icOHE8lzqF3+/7/PPPnnji8fnz5/doclgx2fPcIs+BO8vlIUmVPWINzr57JniqXQe5IRufl63lI/t6oQvly4ffDIvdsuWjgeUwM+YzY7aJZP+dmT2kjXq3HQ4+4OIFVMmF6V2Hvjl5tgmuYqxMKIfVr77FmvXmHft3H0HF9d6Eye9UItHjP/ZJmN//1HihxX/i1Nl3tu3GXOWFFmBX1KKxLG9QBPL817bdH352AEA3KClHv/vp84PHPjvw9dffnYarZ1+EacXiQD9+UQ7ImGFMDM5gnWuUNNqT5L5N7thkdSOe/UknIqBKgMz2uNXZnswRLy/anW8plZusd8ewRrR0kWWUVZcwkUs1apQJAuoDwmz0BfwSEubFVO60IxWopZNy4Yxii4HOzj49CJMRtDdh4gxvOJwaLQHUsWwX8g7Macs0ZQOg1YMPHaFUAGM4sVU9KipYOm9CW3Z7FAiY0xsMBSVJViO6qceT/f8NT+/STHkDqbBlIQG7JhnSyFMpmUpN42gW3LkAJQOref0BwBWIxpQGfo84z02YqPxEj1CQPdbTt4Gzjiw7kF1bPntw7yVOTqVlL1lEnUXm1Z55y64zBHYss2VAlBAvCbe48bWZvJ0wRQwnZN/bxuX1qKHzEiDgF3u3X/akNZrvzp3uCkWYqIpJSlxsIwv/yyZZ2X/3+5/OfrD1Y+6tnTFjhoc0Kl3HyCyx52NU9q6uKisZYUK88tjVFV0V81KrZaZXzHc+O+Qq5i/eh17z9957T183kufOndmy5cP7779/6tSp6Ug5tgpHwl9fVn5sQ7kxlIrgucQP99rzPu+WrXCd5YZs2IXy4TcXljBXDcfbk/fffw978EyDTOIGRXSUybTNynPpzOxOmIWvkjO/HTj63UefHdy66/DeL0+caWzxh0RfUDx5tnnH/q+B/XbsP/rNj2fD0ejACBOoFSAWFrv1i0NAmPCGny60egNCkzdw7IczgLUf7DwA/7IJ4rHvU4T5fWbC/O70hbCqAajBJdknys0hESDTjGWYzhgcc2boq+y82N0ls6MNqKqjze6Rs6OvBXIHJjo4ZPBY7BHAGEAdoVAogJdaVMIknfN2QBRRFLw+fzMwkazEMs05dlCLHZxXGmUpefYH5+67k2RfOUzuDwTaEkTBSHVgkgs5Yls4Eu7tQt7jY7KyE9fN4TTAUSB/EFs0W73nmTNDIUGRVV2L59PkwCKiOjBSKMTc2Er+O0o4DNvJXZrkq4hamj26NP3BIGsr2VaeOLYM7ORthl2Jsk/8CPoDfvrUOiMr8y0cC9PEwah4f1NLWbbc6b0kRO+evTR09u7J2PflTHyHqd81KMmUIg6ma1degE8hSvD1zFgxt8VX4zHY4aECqdMXlTCBD70+nyCEbE0qtGHFO4WM9wjp8egTT+IlYMWK7Z9+unjxYni+a8uVrmNkllAa/4ev7KUkTIgzey6f5HLF3PY8emD10KqYR/f9nv0uT578wflT/O23J95668077rh97Nix6VQ5udZzzyzUsfzxXvcpcZAxleZ95nsmuA5yQzbWU6F8bKEL5WuGLYTFvv32W9wZNXjCTKbUMu2uudzymdyQWQyRTPgSweXzXJP34Nffb96x/60tuz7YiTKVEB/sOPDW1i+2ADj+eIar531UyduzV8lZrSgkyYeP//jxrkOshPnJni+37T7yDnVgAl7+cOZCRNOUiHrs+zP9EmYkqrV3tMNuhEPiFWXgTNiw3lfnwUNmV9LSzhOyQyUFjnrHk4aeMLQkpSVx8oitM3u5tDsdmDkSJhxoxjx4hEkJkxOYqE4pCL5AwBsShHAknpEwKVvFI/NkCoPnGGuHMkmqjsRTH1PksEYAWFES01zIOyJER325kPeGzDZMpaKtFWxEBFFT9gZDgJcAmdii6fP7RXY7yjUryFVmIExvMMiFb1TjbPW1+APUL0rK7WiwGG8jE5z0Lk01qgZDQqvP10yD5y1eKo1j0lLgGR9qgJSCwQCmMRWFHMmTPHYUi5k8nt/v7H9f4fReshaThRngruwl1/0dvOxxl2T3CcA9go4yB+hWZZlwqNJZETONwGQhAT5+7+oeOR8ZohKGc6axl+f4UAuucTe2eoH8JdIsYlXMfgnzqxPfsl+585g1o39RStejgnjmux1/KDFk9qiYny1txXzj3+xM5sFX/+Q6VXK0ffXbD5+4es3CGyeMRfqtr69/8YXnV6681dP9MWc8joFvuw1VLl3HwgLGq0vt786+sttdZ7mhGZ91FcofLCBh3n493gu/9tprJG1dGMJkyExNmvefz2S8jOXpip47YcLGANqdbWzdc+T4R58d3Pzp/ve274MAwtz2xZGDx35o8YfY+REucM2+4PGT5/Z++e3R704rRIBw2YXL3+kLzV+eOHng6++/PXUOCBAV1787DW87cfIc/Ar8uqbr55q9R46f/ITK7lt2HYIAmt0B7PjT+YAowweE95w+3/zVt6e/PHHq1Dms1/NVMhJFgt1/9Ht469kmLyAxvx5LxEPhiB9HHqJmf/44g6RNwkuckrA7HgFe4Movi4YkWoZGDQw4lGRzJqJmlxw3d2DyPE5/Lt5YrwcgAewJoaa6bBgG8xIm5RQZE5tBNIxUotGMvQEpLrJsr0xyPqJ0ZSSVpYykP9Jdy+0OzDA2W0ZSHZg///wzcBrPHJmWkW8ez9YVN3Q5EglKUivm39DbGiBTUBQNTaASueiWt9upPLWHdzZnvQAdsd4dEuBM1k2rR5cmbADplqMCEirkCyEKeoi2Tzp8cJqzkdCD2BaOiLEAFItIDKw+Dh8tmYyj+SaZ9VD2sqNrKr/v7GU6nZpknBoneVW24AFibOo+A076QjIcSPhbgb5aqaXxt9sbFM6Xqpdy8MHdC3CMWEwM7iDgpuB8VjZeu/52D1nk3LHmhvHjEBLef/0q1wGy36gn75u3nrq69IQJ8erj6RXzEs2Yf/bBlXylfmTdMNfB8sMnu6iyr8eiBs+mBZ5d68t9D7mPgkUK4wl73udvZTNdZ7khG+OpUL68oIXyu65bBst88cUXWLO6UISZPZ+ZkTDz0nvPizA7KB8IdBcU5Qut/pNnm749fR7i1LnmZm9IlCOGZduIYNaFXB2bfEF/SErNBLXDpR/nUv3BCy1+X1AkNc8YvKHJGwzQIDF/BFXTBRmujMEzja2nzjcDlJ5t9rYEQmEVC3ztNN4ihSO+kAQhpXJ0WB2OxWA5zb4QvC5Huqbd4Uoa0XUxHBFovDnRd/W2AITZ0QZUiYZfKecvU1MjLc3hpiYtrKBsOylKsR0YvLOto4vEnA7MZKqk3jeP4U4G9iD2EQETacbnF8AkSi0G/AE/XHBlEolqy6R35BBml3yBaWiOjWaqFJ6Ol2lm5ajQCMzDhpgXL17kAXZYgqIo4Qgqfuebx0v1UiJgw15C10s0KMTmzJZAEE4buL3KxXuRvLOjPkHsMXXCWa9zVPiGxbYGQgFBFEQpvUvTbtGkLk34XGi/qMhBLIuT+aYkcZc1zfiT0JOps/Eo7JN0saAB4CV8NPheS2hFJMHGdJDzJvzLUvZZspfp50MShV6TPMsDXwpZjXhDPYnxfKvXC2eGhIiMvlrJBG8wvF8Mh/uaGR+awRNYcIAczSKv359FFfP4DyfLy8vTi5i1NWXx4P91HSD7jfkkqXTvuuGuECbE2b2/L3HFHA4NrGvetFHusuXxf105vq4bWNaUl8+vrnm8fuK94+q5CH7wznLlUhjVKUiswyKwZ6ynynWQG7KxvmxawQvld1+L4gPPPPMMzRRrcMEuOOP1zmf2gMyiEqbTb4YDs21JMxZTsOMrDAFPrFgc7bBJeZJGSBImSYtHgUcNbn5LcKonqkcBHoA/dQPFZLA2p+uoZgkvmGZKERGbG4F7YAmkgqLCEza+ceiIRkVQLzKeyhpxI5lpWbAgYN3099te59GoX5JCigJ7bzAuftkxCbVi2uBjxJwwohHAy/CFRk2STENHRSl6HSAT7YHSCJPyb1Qf709+HH4RkANONhnxQ2UgAcgEOAHm9Pq8Pj9AlhBNCeP3SZioPBBjwR8WxuSyeDphOp6SjhI7vMJV45g9vY6rNk2Tpen7UvLJPTifCVvA6jcQ8ETVov3ldfH8hG8BsGD2Oi/7wuBUUasXTWkEnIXnLs0kElpHzy5N0tx01IFQVpS0nngsnURL9MGoX9L5HNP0KHIf5YQZL+FoSuh/KcFK+8pepn/2dDFMoMeAKPbeD6wvBCTJnKkZdgcC/JvRtWcoBGzz0ePf7t5/4OPt2996551nnn/+kUcf++ezz7782mu79+wB+CePA1uzqAlT35k1ATb982mHEyorK+Hfzz8a0h2YTvztDrQ1XzDnJrcIk+O2pSWqmB/b/QfOMHtcbcL8x13DeBuqy8sX1NQ+VT/pu1nzWucu5HhrEoJETYXHdeorZXx3j10of6NsmessNzSjGIXy+65ZBQvctOlJVq1hG+siheNmbsW72QCZZPFTJMJss40RWU8pESPAM6jdy0Qdb86DYf+X7TOYCoPEvVkcGzUSSRgcltiBOoUdsGT0JQnjBcJIy9LQsHMbp7NwCUiSXVdYh3XJ38TOGjlJMKxBAyekTd/wVEvU0L0hwScIRszMJRtWKMI0AbRDAc3vNwFuDS0Gey6Fl+0dSWdLUmI+/XRgOi7kMtVquRXw559/hr0JnAM0EggEfD6f3w80LVm9prl7EiZp9bOVpDPp41BlXzaR8IqtgZlMdWBS7hQASTdYIG5QfQh8KGHjRSXcGkDIbPL6g6IE25Fleoi5FO5fWgPBdO/sviDzLI3zkBdkwBcMBQWBZY4iaE7UvUuTDGtgD6AKkygKbDNPkkGEnXZb44DVL3FiSw2j4Tg2iMYu0ofhDKqjKdrvhJrT08tZXMDLJp+/936gXC4CNpAkOnjS7E+Ckp/wbRWG5IwPbNKy5cszliarqqq2bdtGmkUsbiB5/f6MmgD7j3xV39AAv9JQP9oZIQn+dJnr9JhLvPbcX2Br68ePcZcwIV57onQV88W32DZDc93IZC6cNZLXPrOqujlFlenx1cyb+Q2uU1+JYxrN+8zxjHed5YZsFLxQvvGa22CBjzz6CF+Oi0qYTj4Tk5nxLiegGE2RFwMvkySyZxGE0GAItnul7IeQMA00vnGsYVLOLxoFvQJ//EmTPEyta7EOvFbiCAMn4iIRlK6Nde+QTI3o8lh9gi+ChJSZFcu7jW93n6ApJWF29CJMpO5I2AorcUAFy4gnLDt72U54mYbH8CJ1YGbLhsEewEaCKOa7YL/B/gG6hJ0Zj8cBeAAscew5GAQC6st3JsVjtrYnt2JyDjMatZEy/eHUx/negX18gK/CXR2YF2HtWOHFrGbB9i3Pngiy0kR2ky2+gCDJgNbtmRyRuDcDbl4ETGDm0UmYns/k6R4/5sQicJZzlyZptuPu6tGlye2Z8JGz7+d+TxhMvJsGdx1gsZ4aQ9EHXIEd2lNTNJfTL5csrpMbJFMeyaASP5wJOfJ5yYJ5+DGa/p5dU7VuQt3GieP+OXXCazManp464b6Jdr374Ycfnjx5snj/ejg6cPpnnPd58OGHmUj5V8rLPbW1Zcf3Xe46PeYSx/aguU9lRanHyTPG+X2/n9RQoor5Exuvs/sZqsv2vfzn0rDlgVf+XFdjC79vGDehN1s6wem8k/e5T32ljDeW2WnM18uWus5yQzB2pHKY9127qlCE+fDVaEm5ceNGdnbuRpjoCJPkKDRndnMCKlL2kiNCBVD2TKRwJkDoRTa4QY8boEg7FLpECqIQErDtiyqJNFhBykWw3aRih8LRwC3og9OLHBxjHVZQ5FRbsj/V6IxUVpoqOZJbp92H2QWZgJQxMxGz4ENgt0B69rJbB6Y94NOWtUQOb4BdDfgRtXsgES/huAPnhEIhUtURJCVs9OdlxtSEgvZ845DSvaRbJFuhyMFL28ScGjVpzqUr28bT65ijVmQ4C+B5ofYt3xdouu4LCayWCfCjqJHes1pOzhNwtMUfyLeT0MlnskIRoCYbkKOWZljhtmpWnnS6NOGzs2RliNRyemhj5h48yIOWo5QLxVaTjg7qN1AVysvllR3NK4vr8FsL7lXVpG9W7nRamoDN+GDLVv5zvXfeVGH57B6xacr49JQm6xtkJMxbFixMz3w6zyc2jH7m8Wss/5DuxkwI/81ba576jeuEybGmVBXzA59cMTaVc37s9qJP/Ty0drjNtOXlH06ZkQUvIWpIl+CDle5TXylj+xqbMGd6xrmOc0Mw5nsmwM4ZN6a2gH2Yj/0FRxTZSYq8NlKESakqW7XGLjQXOp+ZcgIqHl7ahBlNBdEm5yq7CDMVbKcoY55HCIWCIZKIUaMqAHEnYQ3sBbQd0aJs8MdX8H69ETnHQlPPCYdFUXkyB56BQ2BYJlzCA7IiRCLxZAb1nsIRZns6YfK8T6KNE7BJdDuPW8mE1dEdI50OzLb2RJYcIE5LxSzYn+kOPkA+sA+xPh4MBkIhSYloBmrm9LupnECDBabmd6IOUqZoE3PROtmsW7ZgpsqJOzM1jQKHFN6M5n04jaJnd1HPN3hiRUpNoLB3DKwJXuyWo6a+XCBjHIUehGXhWTut5/OhQhEO48PZizCf5njOfaeA1oD3sK+4sE59kvn1BnBTBCyWnS7ptjRGieUkK6vzSnPfnziN3jaQLC7rZAJk6qYJx96fqXvTQXHYvV+f+Hbrtm0nT50+19h8trG5eHgJqzv+w8kGKm2/OK2+N15yvDK9wcHFI0eOBEPBZm9P3fUHHvy7k7qsr7PTU9PruyY44PXli288vPOPrsNkX1FdhZt98IMrXGdLJ1578mqWUaooL3rF3DH6WTRrZJHYsvPry+ZOG8Vrubm6JjtbckypxFuVR+a5T30liOYHy++ZXT626+bMA6B5zG2cG2rhNGHee+3KAhLmpqvuhGXeddddRJhhHixNpgq7iJcpwmST67aioWCRwuKGvYQVtyPGGdQYDxzFjPSI6lFS0YELdFCxlf1QeqWD8jMo7idhTRAg06LMSb9ZmnSX8PZ2e1qWJ3Bzqcmygg0QiF9SQuFIRgXyYhAms2UCZYvwzqINbgFgbwEgadGO7v2E3WZ8+sbLtvY2wzQEUQCqgSWygw+wDexkwCEfSpQrRm6SjEw4cASBG3k83NEjcrod6IH3DXpUNbSoQd7fnJHu1oFJuWgTXdETA+5F7Cvw7iBmShFU3WHvGL8g6mY3NSRsgdA02Cx+z2AyZuiyTR6LsECFOksl4nmJSBL2s45WVp3wwUkIPclJXR73hm9E7h8fth+AHPsNRDhoCvBqSh/AqZibuSs+8XfB9hDPM4vLOpnNfjh/REcMM2P+ExY7btw4/vs5fty455557vyFpiJBJtPs2vXrYV3rJ9T1hZcch2+Zej9VzDdu3AjnZ6vP12OifOLESfDT6upq5+I4obbsnbtvOPHsdX9bOLKmqsx5vX7CmCf/fl085D5S9ojJk7Aw/cIj17gOlulxYf/vJ5ekYr793T/xWjY/cU2RCLMhNVu0cXx9LngJsagGWxJXTvmVt2K+uNjuvXTAclbq7uylssWuQ92Qils8qDAwtqAJTIh//nkDLHbdunUZCJPwEqW2WQWRAwu/7nNj7tGW0g/vcFQcSfuxR0XYSlhAmCp69mGjGqtSO3gZi8UYL9HJOhzGxss8693pVGnP+3TwLm3Lgql87dYMwycqATlcVMK0NS3bbKkikr5s4zkp2E8JTTMEwRTFpGlwGtOuVrcncaY70X8HJuZ+FUWNqo5eoqZrQUHwBoIhWY7oejK37CWnhZ0pcibMHniJnQ6SGJakaBhTlCp1QSBNRbum12EJCnlExuN5KxTlEkTsSc00/CRABODR5AvIEa6VJ/mD4EwQ1scHq7TDykiCDJSOLc3cFQAfWwnLbHfOp7RlWdSf2cnNmfAe0qvEKSds9ujo55bHHumKWSqROcslsSwn3D6gtbrEHbZ5nKW0H5KGZfiEAWZxmeiy/y78dMlSlGVbNb7WTgNOm/baG28WwywS1vXcCy/CKhoqK35aPCM7YUK8MA3/sG/atAn2Hnozkdc8c/JHH2/Dil5DBjHDsTVlya1/+WX7VVseGH7zpNHpKc1Ft9y0a+sVroOlE0sX4djLHStvcJ0qe8eaZWkV86+KUjEPnbqMV3H4taKor8+ditnLqvLyndNm5YiXEHePw3rojLG/TsL8fF35komeijSDgsljy56+9aaf37sOYuo4vC+b/f/nfdLi864E5q2FJczn/nQ33susXEkT03jJMLC3DQuLVmpcF0Uyybqag2yUL5noPUeTcaoF8DJCEjo4CRIOU2YGp8ZhESqKKOIDrp5kIhPPOLKRC2Q6w9c8HcO7N5GMt3dkzvnwOwEbvAI6+7BPd5aL9WBIKUWYTr+lPZqEFJmIA2GrzS1qU7MlSUlT76DuviS3OiQRRzv6XjV5ROLZpet6IpFkaAcaDIoCcJFPFKOoPNO/YxETDuIl6RQlyMub05hMmF18CYcxEJCDQTii8H8CTVtHabT5558vphSK4M0475zMJ4OXz+FGyATeC6tRhkxqyAxJcHbRKQT3C5GohjI7g6iP21RDWpFyOBLD8zblPo+5eoR/02J5KExrogclNg/HuZeVpBIUCcVZYav60e1Mcx4X2XmcmpM746hXrwiiyF+QvPoN+KzTDL01GBp4kwD1o2Z/A//9fHzy+B1zJy+os1OCFRUVBYfMnV/s5oV/Mmdyv3gJsZagd8eOTxnRnYnyvQcOTZ8+nRfVUDdm+cxRi6Z1keRz60YAXjoR3Xz1g8tuGlvdldIcN3bM3++9PtryG9cJ8yGy6p4zfZTrPJkxXn8yNWNe7nmlOBXzOTNxuHvFzTcVHC9vW2APrW/pr/GyR7w4cQr8Vl3lr4owGzeW3z2rvK6yCyxrKj133Tzq7NPDmC053lhv9y3sKFvjOtoNkUglMAtsGQnx4p/ugyUvWbIEsz6UoxN42FS0zeZQjYe9flKQeWkRZm/MY8s/J4FpJbBcHiVNP4msXgA/MDFDl05N13k2lq6ehenWczwW4wzwJFSOA9qpGnqPS7AZiwFe+gQZnvTFQnaONOXqODDCtFPWEGnjPJ0dwL+wI6Ka3x/1ei1FRsKk5kxSecKkd5aMLmwYfEyJyrWxGIuc/wKYCHsbLqYtwVBQVrAbob3N0UXsJEv0TtghsORkHI3RiceTtq6USXc9aEkD/4tcGQlHSacoNcIViSiyEgrJoVCYxnsCARQpd/o/ge7gLcCcOJMSjcItFSHfAD0Tswewd1TXgxJq6XC2zRcS4BX4GKqmh2SlIBo7mMP0B+Hz9PbZhP0PX1j4CqMoEz1YBhMOAZlO4qwTldJFdswELk3fFSkpLbyVQFVYdEQKpzuPww+w0C/gWBz8lHUV6F6AFQZINYK0cFlUgc9PbLzhPyZwy9CWgB0C9xoFTyemB19TaivK3501Ebju7gZ7mruAhIktlI1Ns2fPhsU+OWV8LngJMYGMos+ePcNuU8FgEP19WlofffwJ3sL06Z7WN6458MT1j6+8sfX1a9IJ04ldj1y/cNro8lQ+03W8hPjgjT8j8da5L1jUVzQe6KqYr15e+Ir5uy9dRbcznsLi5cOp0Z5/1k/KCy8h9kyfw2eI61hYkHh+se08bmfyPZ6FU0Z/eu+IdLB0Qn3N9vTc4Pn//j4Yu8rW8Q65p9AJTIhXr3wAljx//nyWMWG5PL4SseMbKbZFNF0zTN0kcRiezy3qAHgRCbMTUIZrwSnVx5ipauhJDRACyBGPx5m0LCvG/Wzw8ZmxCwghTq2cvGAScdukJvO8jBWP+SXMYZK1ZWaW48+FVjupbs+BQWZXONvQSZAJtxWWkTSN9kQMeK8Th4nj2OKYNQdod9nFTJFuWIBqAC8BSwA14UTzBVDVUI6ocE5hqyeeTnHWLsA7ADjHgFjUSELXkgaAvqwpcjSsaKqamhDXAS/DsqQIAgYmnxW2pkJpIiqOw7FjA3Tq/0xw/yect/C/OA6DmyUHRaQup3hdWMJEjUc16g/ZTj1YK/f6yWVc8Qtisz94rhBONMyusMAeWW7e/8k2u2eV+wp4pp4ndAj12lAwk5w0uZHAmdPhpDF6YnKqk/4g0Jx43HEeD0cigJdwo8BZYiZM1kCIaFEBdr4kA0jjsYmgAQHfTKG/AKrFmrEE5vDhgBWbMHfu3rti5Ur+Q7p0bM2MGsx0LFy0qICraPT67rv/fljssrE1OeLl7RPwujhl6hQcKiT1MwB1r8/f5PVNmYJZpvS05JOrbsxIlb1jxSysnM6bO9J1vIQ4e+x3DDOuk2T2KGrFvJqO40v3XVsovHzr4Wt4a/86NpsqUZbgX/f+3X0+HHB8trZ8cfdq+JRxZc+uuikjWKbHGvqC1HkqXae7oRALipbAhHjjCpxVnDVrlt/vB8JEWx+AL3rAlQWokutrrKKHCU5KRoXDWA67JCCzN0Sx+3acIRO9t3XO36LAi6G3U3Ec8FJVceoHyDOLq3IBUJOmYFAK3p43R12g9lQ+k98TS8SDctgvyqpu9NBvd7KOSapuUySyqwYNZlPTNTDjMTMKoCJJcV2D3QnMabMoth/G7dwj4m7SihmcEgeYYYNIwzBDAhImMJ6ihOEkszQN574tE2vuSRwsArwEMDUEwQorFuBiMKiGQqooooUlSVxiqyFajIsypSvhCfwvgBP3eDgCmDzPErU7MDGBCT8CvvUHAv5QyBsMNfn8rcEQqglZZr+ul3ntro5MnZbnSCkdXmn0+gdfH3cI81xGwrT94jHZG6dpLPQQT3V9wL5Ky2TqgI8hGrenNL7BCXY2AOIhcWoUwQw/KahfhC8FkCccWQZ4NRrhHpIOOicNy2SrHfiYTfB50YtHEGRFw/ytibZZKCalGzEjFo9FNQ12SFEJk+Nf72+eOWsWX4xuXbWqUItFwm/1vvmvf8FiK8vLjy+Yngte/rUe86j1DQ0HDx92HCRZWmHxkiVplb6ymTSe0Pxa5rxl76C0qOfdV4eKcTlJ43iCX//WdYzMHm9s6poxf+WfhayY3776Bljs1PrRBcHLg6/a00OLa+oGhpcQVXRUPlvnPijmG+cfKN/QvRpeW1W2Yd6oC88O65ctOY49dgP/4uv/8f4+u8vWFy+BCfH2H1HOF+6X4TKB/YeJROdFfnR2pDz+4JLEDMa1TuYuThbBTyn5VlzFoQISpgNmSbzyxjk/I5HLCaZ0OuziuEIlRTUaTVFHP74kg0YRTiZhhyEXgtNTprA9YlgNoB+zlq6piKMisP3IW4ZhGVbCohnwfnQpBx+sgYn16UAg0tqqBQKxsEKQifV0nDpXI7FIOKFHkzGzrQ1IxRAlAfgEPiGnEGHHBokwg4GgGAjKgaAiCBEF8CMKe6AtEYPftWRZDwRg4To8iYSjcPsjirokGZGwSTrq7OMDBMlBeImSmDoafuo8BCRQTj7dPwjrxQq2JIZoyAjwktWEADIF2ADDyO7wmNdeimfqtGQahFfO9dc9mHswtQLK9qiSk/8R3DJ21b7ZCwB2Ak8AOZlMeMBpF1FV2C2Y3aU+GfI/FxksAdnh2wJHsDNlOgAvckeNgndhOguiOv6PcCqquuYogpIXjw9QE14RlbAG5yxax8JNBZpnhSMR2P4SEOYZUnZ6+rnnAS8LqM0OeHnk6NfldMl+j6rw/ca9VKYfO3bs53v2Nnu96CAZVsg4IHzy5Enn0skekfDY89iwHPFy873D6RfLXAdLJ+pqMYO3880/u86Q/UYxKuZ/XTe8PJVnO7/lj4PEy+Bnl1dX4v6cVlU1YLyEaKjAU+vphe4TY+7x3KLu1fByz+Kpoz+7L3M1PHtMJO2veZ4JrjOeu7GwmAlMiPf+8Bgsv6GhgSznYnAJBrhk9Uu6WLDAdYc9YkHFXNM04cJETZsC6y3DK0M2n9kX1FHd1+Znsr2zZ5zhd7D3Upbho5noVFKYjFbu5BaLW9xqiE1rNGuDkxSqFpTDghKB3a3DT9HhPW5YlqKq2FcXjUQNzXRcHbHUXsRtZoUiI6rqQkjz+3V/AGiwPRHD0jlsfjRqCIIRCgF2JgytLRnDKjmWheU2ZOOL8NGAKAKC4AsEhZAgC4IcDMkhIUxSijHUeDdjmmoqshYMRoOhKDyJhBEsOdSIQbqXPDre1X5paxZ1EWZEjaCFtSTxgM8vv/wCgIQOfaKAw+Wy7Pf5m0irnO0IcRwbzmddi2VS0c8rWOMxqhuF6rTMnkBDA/QATvqkz8XDNlCN24r38osH4MR0GVW9OZMJX/y29nb4CxDGDlXJCQcviS1JPoCkUZlRBZJWIIDvJvfE5XVgSDg5W8minVmaq/le7ETVYnF2jzV1Q5cV1HQqDWEWnFfh5Gn2B5YuXQp/SDdOHJcdLD+ZM/npqROWj62BN1dVV2/b+dm55pbGllav3y9Sszec1M8++wz+tMIzOaVC89Dym3LES4j5UxCQli++0XWwdGIGqTVuuv861wEyx1ibVjE/sP2PgyTM00d+x0vbdGcBdNdZm2hsRcVg8BJiXjWehLdPd58b+40da8sXNXjK06rhU8eVvbC6/2p4lnhpjT3v80XZetcxz63YU+QEJsQHlz/Bt9I074D6h4kEStsZhobXeoTGJAuScBIP/oX/ddR7qFET/yoO2XxmnwzQicVBNiXRdA2TPz8j5AGosPML4mUO8owFDFvFiEretqES6QUBTML+BbxsDUktQdEnygFZCSphvyS3BLDOK4WVnoRZoFJvZsJsT6LnpqHHTSNp6AlNYwkjHC63jFg4rAcCEJaChJnEWWaTp8bgzLl4sRP4WQmHfUHBD1SpRnQsw0Z1gEPStCSfR82EgOdqRCNFdIhEHA2GTB3frKWF40LuQCZXyeFHcGZyby1X5zl9inIBogCMCqQqt7T6zl9oIuxhyGz0+X0kjd7bfycvvGSNR+DVQnVaZsFL2GzODcJX0Up1k6ZNk8GtX08tKcpk2pQID9jn8K3nu0tOpqc/WOComyqsLKX3J2f8mnCBHrYnrEZb07K48G+LP6ioUaBZbO3AJkwDbj+ahp6reC7BSqSPPYF/RW+urQos65MtP5w9Cf71pD0+2rY9xagtjejHFOBuzPLy8vr6+vR3+t/KtT4OwRfizz680nWwdOK2WxHYVi8Z4To65h5v/MOumJcXYsZ849+u50WFPr98wGwp7Lr8ZmL1Sk/5/ulzBkmYt49FV6mbJwzdYZ+zD5T/dWZ5bVo1vK6q7O5bRrU8l2s1PEsor9rzPveVzXad9NyKRWVo+lBXtAQmxNbLN3loXBGuBbqhs6kNKSejibFMNXFKVDr9/3it4SsRwKSu46/gfNBQzWdmwQCccaYrLCurk0ZinAfqjb5naorOmcQGttA90ib6TuqmCRwflMMkWyRhSHKrIDX5g82BYBAu+GpENTSDRyfa+pQ/KsDmpfx0YgwzHTg4BQF3HvgTuMUAPJMkCHiSJEMZ4D3Yz8B7zCpwLwOnlDcQ8guoUxRPxqg3wHIU1KOaCtjJfj3MkOSgDbcuFiJm6pV0wkz3ImcjSTSUV2TurWVAYh9tRcHhtXjMAirWQ0HF6w0FQ96QwOXylDS6kGrLTA6g/5Zz0aquwWIL1WnZV3DqNSCKkhJWsYnabq4gwEuQYBF+EzN+Cs5kynhocDY8gS2+HcSZnZ2cr+yw6xeMmumqsLBj++1PTnWixmAF3JDJiujwJCQrUd1IJPFOSjcNUVEu0Rwm7H/HHfLA/AzukBBfL5i2bkJabY8e350+0205AN6oOBV8mFzI+VFBiPOP1bkO+EA8v95Ovq1YMqL1h8tcZ0uOpx65FjZp+uQhKljUVzSM75KHGrwqO1uiz502amB4+cQdw5yRljcmTR0kXkI8VY9i/hOqhyJhPruwfEraNwY++JJpo794YCDV8CyxcgYekfGeKtdJz5XYV3Y7n1B3Fy2ByVGOw/0eHotgvSKUUyapZhrwCRE9yqpqd/JzVpMvQTgjkBJC4cFzzGcauoUiPKhPMjQJs8eMcwJlMxEvUYMatf6KpcKdO2Q6up04lJSMWzhzYcHF2ohZmmmohh7RdVmNwpXaJ0gtQaE1JAZR0FzVTR1ILLuH46Dwsr2Nht9jdr8iKgthXOzswOc0qd8OnBOP4RNSuQHiIxv3MHu7sz9gKxGmZuosv5nAz2gCWKqkagmQyflMhydNNH/UDUNj3UuCSdXBS8fTh6vk8AprYBooMNVGDpUd8CM+P9nEBzOuMTNu6pZlAA2GJJnncRgyW0nAPIqqPnnb/VB9vABOPblEI+CwIsPqrLjFKqa8teT0bVGvRZ9dxF2ZTEmC3QXfYthFcIfII+e879lnXCItTTEldpRShU32259si7THYxENRUEZMrFr1B+EUxf7PZIxwzLkyKVaJYdT5Z/PYFH7iT7kiZ6aOoGvklUpX56GhoYJE+p7kmpz6/c//njrylsxQ1XhWTx9dF1qivzbZ6/LnTA/un+4U1uHx8plI8Rz/wOMZ/rcFMb8/MMrYWNqq8tch8a8YtHNWEidUGEn0QARzx8b+Iz5l5/9gZfz0v3X9aDHjbcN/+KFq/piy2Nv/2lKvc26Eyoq3s9T+rKv2D4VR94qh5Jg0adryhc2eNKK4Z5p48teWjOoaniWOPqoPe/zr7IVrvNe6aMECUyO6jL8Bvn9fgBKuLhzvZvdnOmaztbPKmMkTk7YVxmTMhiY9OB8Jl/BmdmiGs7IxAuayUS3x1QMkjCdayuRT4SAuYMlWSB0PdrW1mfys6SoyZPvbTiRxOXI9hRzYh9mzIoaBnCmX1JaQ5JXENEcx55OihejUA5EQRrrLMnef5qUOAdnqZRUpytqrWsa3LQQYUpAy7woQGLs7TR1OHPUtBSl49TDwEncgy8xXvKP0jswGYzgIKIxtyw7HZjJtqSsyDz142TebIzvxHEYWERIEJuAMC80nWlsZoVJoEQN1eDjOQpA9TU/XozgiSFvMKRq0XiyWx28e565z1q/vbUW3GeJwVCQ2l3svU2W4/h1B/IM0gM9N+mLz2NTeZzDdDcHtyThqBoQpSZfwBmtklXsH4a4dAnzfKv3i7374O/nLXXVPdjy5ekNTln8vo0PnvjxFDxZtHhxxuXs2PXFlKlT4Q3zJo8+98q1jIvh967+/rk88LIvzlyz8obVK0ZUVHjuXDtcaXQBNYUz/8Nb4jo05hV/XY0zU/Or6jaNm1puZ5U9rz878Ir5XaRgWVlRFjv0OwcgO776bUU5mjSlU+XSOTfdu/IGeHLXUjspDRtw19jxBWFLjnOzb+Ela4+7DJYZq+H33jLK+0IBquHZo55m0BZ6GlznvRLH/rI7SpPAhACIhRVduHAB4BAu0D1q3DxwzRMxlOtAcWWJ+oXYHISa6xAmHJZg5R9MFg1ONpPdw1mBE2c3TAojv8h41QOA1MmrGi6osAIu+rO5CUB1MVyqBwWZaMMds82Vkuy2w4aebVxDx5GfqOYTETJF4ARdjyeLQpjoREPckuO4OrnA4JkTjoQ1XeugyivscyDMFiBMUSKBxCR3n6JTvGXAIcbOTAJFxkuSUOc5cRsymST5PdyE6dTHccAnwv41IvwM9h3gJY4XxeOsqB/DjohumTd7IsYyVUXxNbecP3seIJP7G5upNw7QKBaP5bI/maiBkAvi1JM9eH5ckGTq8ejatnTno+xz8by1sA95DiuGX9UE7EbeeyhNxuYLNC1OLZcWfCUH0JyMe5g6BwDXQ6LckgaZ2OARiVy6VXLWKaqpoT+hS2aeWzLz9OIZH8+ZtLCuy0kcHtkX8tqbb/PbNiwYaX74lwEgZR+cOSydM21QKfesWj6i9JDJPY1n9/7edW7MPZ57CIv7kyqqGqcv2z/5lvpUMnPNrTcMGDLH0xFZNGukA5NrF9q+PMvmoumPuOvyyRNGcyobsJN/NL2q6tCMuQXES45K6tk9cpd71fBFPavhS6eN3rOxwNXwLPHMSnveB4jLdeorZSwuVQITYsJoPMZnzpzB6Wm7Dt6T9OJxu1OOsY3TRJTlwBygZfHgM/to23U3zoiybObAMpaAHJoepdwpy3FSEOLmHhmvdwBsbE0C+MoCLDQDgpdW+JHrVNmLBNCfkQ8B+kd3pzueizdiVkBWWkNiAOg+ioNLha2S2y7kbYl+M2PpAe+n7osukrcJU0DC9ImyZpjsOOnM0XNYKNlkcGemGrXtHTloFMhJrXdVzNHwlM5Mzr7BD2A7yUII9QFoYFnuyzWbdZYsLSr5/N7G5ubm1gstrWeb7TkOvyDCB7C6pvv72kVkIk89AI1eX7HZprHVFxQkNar1SNTznkSjqGQiu4Y8ef2g1iXwP3erApuiBlHag8Vve0+L53fypLo+YJMwgy3Jzf4AECYEMrwgsaum67g44Fi9Zo2n12PqtGn8ZP0dd/YJqI3Na9auc35l/+PXFwove+czZ9SPmVBrE8u0KaOA+n488vuMNLjp4Wvjwf9bWMJksvrghatc58bcY+ebKDtZU14BhMmxtNq2gpo8cXTT8d8OgDB3br6Sl/DOI9cATzZt+2P6OfPKA9eyElFF6hWAwMcnTCw4W3KMJ+5/bVmpwdKeDU/74EWthmcJ8eVhvAF/L5vrOvWVLA50JTBXlIAwJ47CmbJTJ0/ChTxmWbmwHwAAzwjwNSjVosnFx064ENNEtuR0b+aYyeyGsjg2jI6ASqpix5rPUp6P3hc7QK9YzCQNTJlGaDtofF5n96KMBOJupOguybVydN/rPoUEz2OJuBBWvYLsF7EgHU8mCtuE6biQx/ueHOkd8H4medMEkm//+edfmDCDgtjMhJmaqLLn6J0gS0FO3nK22Rn8cTKZTJewNIc5qU8jzApFcBoBXv7v//4v6gOQIBU5zpiZfT9JK74tHjOAtuA+Jhjy+fwImalhYW8wJCpho+/ZFqc+LmB9PFDU+jgHQFoEDnS8Z5ayK8/cX7LR8YsnM3HsVoW7Ldtkk+29SIyI7sIGPjhm+5l2sk5mO4/2CDJ2vQJVnqNkpiNndInGcy++VF1TM378+EmTJjlgecddfz2DXkJ7suDlvffe5yheesjBx/dmHmPjeXHml/9AfH3n7hv44nLzbDTLXr1iRA/v8oM7kXngPTfPGbn59aviocIQJiwNr+N3DXOdG3OPxv2/513hECbEE2kV8zef+8sAIHP1cix811RhWfyWGbhbplRWLa/tyuWNrah4gsZwFtbUNheHLTlmVWGm/Z7ZJQLLc31Uw33Fr4ZniWXTMWNc76lxHfxKFkvKJpYsgQkxdSQqY/zw/fca2QrnWr9ODf+y6Q+LlsPVHy4iLGxiWRZ3vuWYyWS8hHcyu1I/JwrE6YYex9rcAB+9SAk7MHXSaemabjZ0qpirhXIeL0bYmUwyeqYd0s33J9mWjOh6SIkAtsG/JlZ1C6kSzxVVPj1ybUrsmtaX4dBevPgz8x5woCBKnMPM4oN5kbOCpPkP5xU3S3DdnDsxOXvJwMnZ9QidiiEaWoEjC6vDDkzyQBclwbSM7Dk9YEwU7wR8RWNz2R8MNfH4c0otU1LwbGTbmh7Lof0Th3OoBPVx5l5vSDBMs3t9vCvPDHu+X914oHd0kKS5NtaIgJsXUZLY3ouUMPPuusx4ENnlJ5lym2IjckTxQPB8a3H3VenjtrVr+er5zPMvZGHLb46fWLZsuZ2nqqx8+tnn/rphAzxfNWdUMQgzPd6/d3h63gxI6f4NwxwUnD1zZI+frlw2Yu8nVyQGh5p3rceVLp1/o+vcmFfwTjg1dUk6ZO6dPN+pmK9bNZCKeS2Vv5fNtUu0H9HwzjjKKAL1Mf4VZGA8e6yuHQdrXNRQ9GEf16vhWeLII/a8z+ayla6zXwniUGkTmBAzRuLt0onj3xjUhJlXnyQzIalYi4IQggsWgCXZ8/3CLMGKMdkzmem8SiNFdv0dFksX9AS71LFwCroet1Gg/XG3B/y8o/ujN2JxByZbVuvof9dJHZhhWCOPGA+dDsxeV2qbHyzaV2wx6VBEykVF9wqSVyB/yYI6XWKfJJkN5ZjO6u1IDrz373//m3jekGRWK5L6cVpvR1scE6fOdD5JnNRlqv0y4vRnRrWoTAoIwEXkbNgJJyH8C78FtzkQsbiVfcuRhWhWnrLFlqbrjk5jSnbSHxDQfTse76kwCaexGtWCotToLfr8OKdVg5JsdVc8cPLMaO/e3v+ZDO9EMyRFiWEiFH+d95WfcpiwGweZvXT2ajsdR3Sewq8Y3hkBZBqWySpGAJmuY2FhA/6crliZzZLy0507J0/Cv7oNdXaf5AMbH2RtotfvuqHYhAnx8h32/Mj4VKffvDloYr774yv4f/c+fv3ymaPS65gVFWVrV96w75MrksJACPOVp6+GhUyuH+06NOYVVVSz/nTizemEybEkVTGfMml0y7f5Vczff/UqZ8fOqa5h3ts2debqunHFpsr0eHQC5rIm1Xq2rylfNcUzra7AqNlbKX3a+LKX3aiGZw/+Fiz1THQd/0oQS0ubwISYfdMUWOPRo1/FLDPfqRyGTLgScTJToYJ2NBp1IBNwqN9MJlzXABLgSoem5yklZ54hYmE+0uKzUDgFHzLlXWR8oigAh+FIOCW4HaH5Yhwr5gdsVe+rKiklKrphJsjKBD4DF9/j/RHIUAjOJXKPYgw9GW0tmpTKdyykhH2iLEbUKHzAQijG2zmoPDswU9P6Gt8pwKH8Nz0cwmztjzB5bp1kmrBlgk8zOKZdLj404OP0Z8JdA1scsgHNz/hAiXVN17J0YPa9/dRUqWmAW40AdY3NZxubz6CWoy8kSmpUtVLjTtwHC/AtSHKzL1BcfXXCSwRdUQxHo4neHZgJ0hzITasKc5hhmWd8+N4NYF4QBT8atofgaxVPFECzi88fkjUzNEOPUYMouo5aphKJXOodmPkdPrpPeeNte65n2oQuvJwwAUWNnrotD+nLQcaTq26cPXE0PHl8pT1psnjBjWy+s3i6nUe1PvzLq3eOmDK+27hQZUXZymUjdmz+UzJFj8sX3/jOy1dlJ88vd2HxHYDNdWjMK+qpffS58dN7EybE4+OmlKf2ydsvXpUXZC6Yl5oxGbR2+oDj/SkzPCRYxI/qisIQ5rkHyjf0roYvGOV3tRqeJTatwLx9haf8y7K7XCfAosaRsrtKnMCEmHcjNg4dPnRwMHPfToFbFPEqz5lMuMa3d7RzcokzmYCOPBPNwalLDWWCWOkdLepIBylJhpWY/gDMYJ9K8kbndJQg2iEylEq2RDwzZ1cAV/S43sFKJerpjJOJCaAIWswQqSYSQ64Ds6/rNcASQyZZTqe0dy5iryYwmxxRATKDcthAp/XBTpTbkyNUms+9A9POFeMDK62wq5kwObMNkNbsD3lDktY3YXI/oT3UY9giRb3xMmVBjqNnNPWswAkDJ16uHZhZ93PcNCLBYLCpuflC0/kLTQCZlD/0sY+SbuoAmewODyc3MPO5Ys+PU/YS8DKq6z3mxHmEvMsjMocuXABI/u6Q+msHW5MDYXp9gLB+eL3fvoL8Tlr0m0f1yyh83yOqKCsBbJYorqbT0AnGS3b/gcfEsZg2GTt27KuvvzFjBl7oH1iShzVkQcIZLHrp9hHpDHnh1Wt7vPOj+7HGXVFZlv62inLPLTff9Mbzf6lLDRBNahj9t9uH799+RW/CjAXtinPHefe5MfeYS32Sd9c1ZCRMiN2T5juCmbevzqNiPnkStv/NTNXEXYlvZ86zD2Vq7CYyOOWizNXwB4dENTxLhF6y530eL5vnOgQWNUqfwIRYMGIm3knt/iIRjyUHoSyEkGkBCqo8mwMAQB1cWHrkTKZAvj/wOo9m6AgGKsvusR8QLMLJWwJkAlimtNyx9Mntdtxxl1Kt0bTU9IcjuI0konXpJfa4zJH6H/aYUYsmemQTnITJnXlIaGDmSH2c07NID8rBADvzZhh+UfYKUjiqAfy099ePlz3YhTzfDkyc1o+gqw45EqIopUOYzqQPbKGKwkoZqJUVHTk3juJFhqZ21ca7EabdgUleVFIqf84dmHBSUgemODBSQmZLxCxFVoMBwe/3en1NXh/3DcK/rcEgnLVY+YU7FFX1i9KF4s+Pn28FuBXgNgxov8eoFyNcRo/IvgLenNY/0EH5/CTsVrqFE3Bnamq+ZJ59f7aRWbmqRSUlHBQkX0j4TyBMzjyfPnd+3frb+UK286Fhnz2MF7UJEyYsXrwYnqy9eWSJ8bJHPLvWhszlMzM3gsKPpkwd9f2Z3z7zwtWz53br1ez9qKzwzJk18h+PXHvhxG8dyOSK8/Htf3CdG3OPNWRQvrR6bF+EybE4VTGfOnm0/4fL0knythUZsHPXB/ZE+ZEiaBDlFYtq6t6cNA2eVFExe+e6gVbDJ/ashr8y9KrhWWLRFExWT/LUug6BxQtXEpgQS25AWeAvdu5MDoIw7Uwmdc0B17EwO6tbo9qkk8mkbCGqZBP+4WgGpTeBC2MxuDJ28JvZGx1+yrp8iiJHUZMQx2MhaEVdWVAIZi0naBSdIk0Pk3NxQCxscMlm6+xCDrgy+ImGUkZaJhM/byLFftyrCftFjqgBSfZTz0F8EOSc8mRBBaEcIc2e1o+bnB+zYib8FvBeOmEKIgrUBES4c1ApjZnsuVI8WDjjg/aRpIOa0YXc7sCMqkxK8L+OxHo7mmhblK+W+u3A7POzdKASfBLvnHTALbgzAbB0ILPZj2qZQQkTcYCXJZhYafT6BTmsYRtAtz3GZWjSGYjnKFV6kQkTKwECnEI8oEdFB5JWoHoEN7UWUF3BsfhRo5oIkClKv8o+zB4BeLnv4KE5c+bAn9np9WN+fN7OEN6zyK6TLpw2Wt9cMBnMAcc/bsNyuf+tqzPiJTzmzb/J7Pw/HGriv7buuHLl6htqqZW0osJzqvGyxzddO2v2yIoKT/qjrrZsxZIb3331qolkTPPGpqtd58bc47G70b16RmV1dsKEeNSpmFeWvfOyXTHfRIqa48aO+eSdP6UT5kzqRlhQU+suXqbH5Moq2KRH5uUBlud7V8OrqRr+4hCthmeJ/Q/a8z5by1a7joJFimVlk0qfwIRYPvxmvHn55JPBEyb5CSL2cCaT1TIJMjuZG1m5PUwP9g8CAuHaK14m25JWzOKJYLi6oWw7JamAEPDS2ZbE6R6eS6WsaV/hVOFpSNa+usFvAaigMyZil8pzQ4CagiBomWY3hn44893c3dphQ2Y7HAWc1VXCLUHBz/MgA1Iu6sqMoXZ3rvuHSD4GZCgpchj5JAHIB+gC1MeVa8BEuP0QJDkoyYDBstq7n7Cdu3M5Wc1i+47Eem+nSDimghCCUwb2BQ/4wH0KMDH8HHszooNVoGJmZsFwgMymVtv3h2vW7IRYGlbhAR9V0+HMdvLJtmK84xGZQwdmVz5fEkOCECURCRKGhb33M+w96kGNsrdC+pdokMF3QPAnIqxGQ3D0BbH1PyCH+e7mzSxJtO7mkZH3uvgt+PY1lRWeqePHFEmhaADx6K0ZGkFXzLQtC1etucEhzPQ49sPv7rn/+vRXPtv7xzv+OqyhocvX23nMmzVy77tXuo6OOcb7zyNdj6uo7JcwIXZNmjc+VTG/47bhu7dckf7B11Ayc+/HV9x7l12TPTzDtQ7M3rG8FtOwiydma8VUHys/eW/5rvUZquHLpo3eO+Sr4dljLPm03uqZ7DoKFiO+SiUw/1baBCbEquHzYb3btnw0eMLMksnkMhygIU0E66SPbcRtqxR7rIM6OVWJpYowvxVB/iSRE9JIbGPChH85k5lLOFc3npyFTeIhWdLtRPU/WBfpARag36zEkcpkJlL6h2y/mIwn4+j1rKpAmF5BMmLWwNTXHe3uvDJjqEWjRZVImKf1Ozq5HRdvIXj4C8iQW2YBCmELA5LSYyba6cBM739wpP5ThpK2sw9bHJKwVQQOKHMsrCuiYgcmgG7uVeNsu/qiDduwal9Lq+37Q+kplDMqFasw0/pCOObD/Q9Mv23tCb6fgl2Xy4F23DzhOLCHgUg3gyyMiTcpiXgxCDPVxaH7BbHJ52/2BUrJ567EvsNH+Cr8j9UZ4G3L/cNPvdiz6XEIRk0VXnyXLLsxI2FmiUj8v15966rFS2+sqenew1nhmTN95FMbr209/DvXMTJLnNiOZuKVnvJcCJNjUapizrncGVVVc6pr+JX0OvLNqRHyIRKP01z5+CrPhpnl980uXz+9HGhz1jhPQ42ntrJrGqjHA6vhay+laniWeHTpSD7WrtNgMWK5ncCsLjFeQqwZthBWvfnddwpFmL0zmeGw457TeRHYjpiSnkPYzi+OrLrdqGnqgJe2szlAJtXHnch9Y5yrG9cEQ0JI07HlsvNiJysl0jX0Epgiz04LsZgJKJVoi0PEEljWVVS1OSi0CpJumQOY9+HMGNfHc5xN5oDNQPUAGR0h4cjx4bYIgvk53FnQOL8cEm3ddZwoJ7scyivDCRR3pC+dYJ6MpizLObeJ3lKoLcAKRQYsHPASdR1ZH0AWY3GzgN5GsA/jlikHg76mFvb9YbXMEkNLo88vKGEaw09ScyOc5/FEznNYNBGWIA1YlftXETJDIZ6Tgu8dz99xW0thq+RURzAlBV3IefKl2NqhrsdzL74Ef10fXlHqKZ7CxvPrRzAyacn8CDM9vjz++9vW3jB27JheZfQxqxaP2PLSVc0Hfx//6TeuU2V6WKdtR/XcCRPikbGpirmn/MKcBcRvk9iiEf6dWVX9wPj6g9Nd7sDsETumzcoMkd0fgJq1VWUNdWX3XZrV8CwBH4c/41NlC1wHwsLG12Ub+ITcUPIEJsQcUis6sHt3oQizWyZTi5K1jkh65kBBiXQ5dKp2x01D58scECAQKV7jaHI5kSzAxjhXN5oiF0VJAHAl45h2WAsrHw1Bp8i8sId8qOOoVxkzYwnLiluaaQB1NQeEVprXbu9b1bwvCOHMWFcHZs6QxvsZ1Z8SCTJtxJIrakpFIrChLOut6Rq8JxAKtoawjh+OaoZlJeh4wZ2IY9/j8CT7j/Okj9N+yQlMTnc7rjTwgPMKIBYtpcJ4ZAvrbdTelojpeDskAmf6/Dj7U3JGSidMur9I1cdz0Ni3K/6JWNT24tR4X1OngRAMBQWcg5MANSNqBA5TASd98NxIxOFu05nuOesGn5c4bl212rk6F9BzvPRRX4dJyL4K5fnGZ/v+eOeGYQ0TM5TRGWVrqssmjBszbdLoebNGrlh4412rbnh4w/UvPnrNBy9cdeD9K37afXnku8tKA5kVdG0+OHlBXpC5oQ59n+srKh2E+2H2PKA410kySwD9MgZPrCtbMX30hvmjnlg+8s3bb9r1wIiT/xiuvv6r4smMcctkbCqe6qlznQkLGy4mMD+83FbPiIRCBcTLrkxmzOKZcUdHvcdDJjMg+Fk4Eo7qUcMyAJBigDbJghOmReQjJnAOF01wDNOUwwqsNzH0nCLzCkepBgd/4qYZM3XTUKJRnyhDAEaYqJGYRxsAZ8YSSeB8q4cqTv8UEbdYSCoWi5HYFE9XiaSKE+/A7DWqpLKyd0AUg7ISkrFd0owBzcZ0ykz2JkxnhJzymXZPJnCRiMbZChxowMv//d//7ezshBsZLJ1HFHgDcFeBdzU5mCcs7OhVJCkkSq3BUMlMDznvB2tUVJWr5HDcedorRw7sIEsdyzJ4Z1okgRtPkG9CROEvCKcudfJfyLd7hDteuI8l/Xf5dTjuQUn+1VfG04/XuRbvr4MwP37AzvD8eO6ygkAmRzT5X2/8689Ll99YU1vWI7eZywPwr7qqbFzdmMkNo+dMH7lk3k3rlo944PZh/9x43b/++ZfP3/rTiU//EDj62+TZgadG62qROt6qn5UXYb5ejwotteXlrnNjXvHAeDT4mza+zHXYcyU+v99WVPi0bI3rWFjAcDGBuemqu2DVK5cts6JqAfGyizN7eUFS2xeW5ChpKUiUM8GEiQEgZMaAapI2XhaQMLG+SeTD/jKdFy/GEgnAFBw4GvQkyFAIhswETZebSOkxw7IAMkNK2C8pQiRixi1goxxpIZUZM5PJDA6J2YP3czAYjKAAfpQ6XZE4U7qUMaA0uPuAAxEIBkRFEZRwa0jyizIcDis13cMAiVVcW0VfzaRQFGHJU3jOCkX//ve/2aEJaBY7MHOeTsojyMEc7bWTtjwXnECtxXeK5EDzSn9QkBWgce58cFzIc1TCh5OEeqSR2Hn03h6da4snUvoMCRRFj1NSNO/mirQpLSOde/l1wzREFNv/9U/3cABePvTIo78OwoSY2YCslT5RXoyQjP8+eeGyvYf/8P7WPz3/8l8eeuzaOzcMX37rCFjvtOmjJtSPARatrCzz9NEZ2NejvBynvOtqyhrGj5kxZdSCOTetWjzib2uGP37P9a8+cc3Hr/z5szf/dHLX5cbJ/+lBmNMm49z3w2Mn50WY+ybf4iFPc9ehMa/YMhWlWasqPK7DnltRiyP1nvVl01zHwkIFJzBr3Uhgbks1Yb709DMxXSsGYTqQyc1dzAYQ8ARzLzGTXzThSdy0EhbgJbFlwdZ+MW1ylszTZW4HhbVGqOpqGFrBM12uRFcmM4YimTGETDOsaQFZ8cuKokWNmJXMISXlaFFyhTSfzKftPAj0CISJ0zxh8mmSJPRdImUqgEVukMACN/xAUUKS3BwItYZEQEnTEZsizlRJYd0mTKqzpxMmGTwpPEfGEuvwL5xqEunyw8YXsAOzrx3F5xXarLf6zpPfdJFYhbNhzf4A3I9FdT2ZUivKnTBT83RxTghHaW9z/wPsqPR91Umpzg7SJehKQl5s73pD6ke9zw0mSdgneMzQVwpbqeH7RZ4+OtwPCJLsDwnwQUqW+HUxPt31BePN63fdsO/xYSeeue70pTDX01d88/R1/HF27LmiqJCZY+jt/+ec97LDxy7fsuOKl9+46rFN12y4Z9iq2264ZeFNM2aObJg4uq5uTFVVWXmeLOqhMj2nRifVj545FQnzttoJeREmBC/qu1nzXOfG3KN57kLebPHl612HPVfi7lvwcE/wVLtOhoWKcZ4qSmAud4Uwp4zCrPhX+/fHDKNIhJkxbOkhngpvS8SxB9TJXhZyRRdTM9HEJDJ3A8IDnsiU6YoXYtZ4iITTk2mRhzh6ecdjqq6LYXT5CSlhI9ZPJpO1KDkNla+CE9MF4B8agIqoog+ISJMjJg/vcH8mbBkAEiMH/L8vEGzxB32CqKjwZvYt7fKpd2rlYYXH0yNMmDp2ckrpDj7wL6wdwBTIlhyaCtyB2dfugo2FTRG8vpbGZvb9KQarIF76AkDjumnA3utgnSKWl8yNMB32S9XHYTmJjpTeUfq+wko6ZjUT3OeJJOlQKFFlR0rYoXeS0/ZCisfCalSQlKAow3mgkWs8axMBXgYFCT6IXxD+E/wiWafIeYTezqA2eQnF0hl4/Z0ydbTreJlvtAq/Ofb97z794oo33/nzpmeuuXfj9WvWDV+05MZZc0ZOmjx67Lgxld0di3o8bq6qzZcwKynN+sGUGa5zY15RW47NCh9tuLSlhwYcp/8xnI/47rL1rsNhQYLPw6f//LfS4+Xbf3wYVj22rg4ukTGzpITJkMmciQI7cFEqdPbSIUyqDBpRDQXegUBYeBNL9pKAbi85144viXAymeTCg20GCJma7k/1ZGZ3+eEEZoIyz8mcPSI5OJ+moVlkmGySVBMxJs75MXKER2EB4EUrZsGSYUWqqgqi6A8CeIQEWVE1LUHCngiZ1FbqKBRFwgr8p6WaMFGmgHyg4GimOZ6j3mlELal+fkcyEY+q2GnqD/i8vmavr7DZOVZ3x+K4JEc1LdnW1fiRl48PsygP9cDew1/JlOPFSfP2pG4ZKux4VCI1aewuhgbxOEqGWWagXA1Nxg14Dvu5N2SirJNhSOFIQJAALOFOQJCkRq+POdkXFIKS9B9CmFVVVRv//tDqNWvgL+2rd96Q2HJpF8rFf13N199X37xq644rXefGAsadGxAt5lXVHp+6aNekee83zH5hwvRHx025u27imtrxS/qz9ekdrI35ZP0k16Exr5hdXQ2bfc8to1yHPbdiPClr3VE23XU4LEjwF3bzHx4vPWE+dPVa3JPr1xtqJE62gKWHTMyHdLQlKI1ZcLxkwgRcUaMRBfhE13HYhGqFrFM0YLeXoRxp0+W22yNAQjiqCUokKIflaE+F8268RHSH7XmYv+p/Njk9UHUK8JIMm5w5EQdjkPMdpxg1Ajj6888/w/pMyxQk0RsIeAMhUQmzH2I75dAS9BFsYUxYphY1qXrO9XHArVg8fvGi7UeJ+vnUgWmYgJeJkh1Wnv1Jwq6G7UQbdMUfKiQ7AV6SDXoYYM/JOl7M08cHqY9E1AEvgeqJwBMZ8RKOlxW3UKo0EITwhQRRVtDkUZICohggMybYHv5pSJIBMntnMju40SKGtzbEmWKLP8CtqgCZsHMaC83hQznO07BPVYVnRv2Yi5+4T4mDjLtuQdlALj1vuHuYYv2363BYkLh1FU55LKsZly9J9hUzK1EGc13deNehMa/467jxsNlzGsa4Tnpuxd/mY6J+/K+iUL6jDO9tyz3lrpTIl90wF9b+3jv/ArxMFHSQPA/CpI4vzpsVYxVw0YyTQqMkw9UQrtFJbjIkSZZLW6coO1GkZzKxScAyebo8IIfNWKyvIQ7iljy8rZ3VcW00gkPc9hhyjyU4NXQyD5UpjWlrsGuaJoii1x8MCqJhGiSwb2vs296RbElvYe8uvJl1Uy3LXgI8Ojs7Y7EYvirL8e767SWKzvZOTI3HLdMA0G31+s83Ng9eiR0YrNkXAPDm3dLr+AJi969W6hTTaTYq89Gx35lGmM3+AHBgo9ff4sc2BngCTAiRPtME74lo0b7UBvCUSMSjuiEoijckNPkCbLjpOvKVOJxx8qnjx7jOh4OPzk9sE8nJkyfDv0uXj3AdDgsStyxEE891+fdb9hVrayd4UHG92nVozCvenDwNNru28j932OfEE7aD5LtlK1xHxEHGC2WL4YNUl1W6QpjjR6Pz0+nTpwolPplftCV4kIQrs0VaC3pkx0z2rSbZQLjUmqjUjQI5OD7vOg0WKdIzmaRdH9NMwy8rfklRdQOOeJ9UQAPFeXZg2h4xrHtJbYG9i6cMmSheBBQKkAms6ECmaZohQQwEg/AjIMm2tBMDqFLHMTQS1bEMnk9Pd/CxVdyRnlChyLVjSpCJqVpdF3z+lgtN5wfXk8naRL6QoFHRP035J5XjpZ7Vjo5+BpoIL/Gchz0UVSMpI63Mv8JVcpwRU9WgKLUGkC1hM1hbvoeCJSlzKnp3+k0/A7mOD8ga1TUROPM/wIU843G8be06zI/NHAWE9uxazJW5DooDjlMvotf2woULGxsvwJO5N490HQ4LEjNmYm72vrqJhSLMFyfgXHb1pSZYdHr2fOar9nfchz1XouPd61gE9TbPFNcRcZBxX9lsHFwaXVd6vHzlygewZ3vyZEPXTMtkc8BS4iV7QRabMJM04yPLEqsmwoq4VshdggVUkx6CkZbJRMcfI2YKETUgh8WIGjWMZK9ORfv9iVi+009OBRx2chS5Pd4XwKT5FaLvfHomU1Vtm1GaQ8FpIJoowUwd6t6gDGWM56BhRekOPnBYw2Q3H9XU3HV7ihcA9VG4n/EFfH4sJVMy0H++1Zevv6Q9PK4ose5ZWcfNEz54LsP+bW0JVqfPUTnBznli+64myEprMETb7+29/V0VfIsq+JnAlfOiybY4gCjcGPgFkbOjv3o3n67j2Nz64daPMZ1VP+afa2zBvfsWX6ouPx/ch/2KmzY9GQoF4cnESZfe1E/GgA8CH+eJcVMLRZjHpi7iY31m9i2uc2NeUUU9EHs2/ocO+0Asm4Ynw7RLX3p9BUkVTR85sfSE+ehf1mMjzZ136shaJs8OI2eWJJ+JMz4dbayI0lFMwuRrazQaBUrpxEJmm6LgvAkgSu8hhV9fpDv+wCVe1XVJjaJCZjgSS3TjQHuKvC1JCe38ZnyIYZDbWak7C8NwXgvOMZzKIf0intYhL54ka7PT0E8kSonWNpxZRu1uIEz4COQF2cvBhyvvYZnklfKWcCx4kPFPzDJQUymq64oaFeSwNyjkqzR+wesLiJKaNt3D4SgU5XICUwdmnB18YJ/neO+QOhkSZsxSVDUoycyZPbbfnkIKoERnVNM4Md4XZOJAXwK7NeDbGBSlFv9/iiomfMz9h46sWt1l7lNfVwao9uqdl2Qy8x+rb8Ti+NKl8G2FJ5WVZa7DYUFi7DhU+3xlwoxCESYEo9qbk6e5Do15xdQq1Ld5bOlI10nPrXh+NbZM1HoqXUfEQcYszzisOIyYWXrCvO+aVbDqRzdujGnRBGlHG6RRiahZ/Hwm+1A74ifFI0wsnXa5onewXuKl7kWeVziZTDrEZjiqeUXJL8mOsbXNRTgCnMQp8mSyLWdOS6ksogthGF0Io7n4DHIWTjfsjsoYjZZfvNiJE1iShF4/OGASBjwz8WxE4rVihqajA6nSy8GHmj+BcKJJN3RN7VJ+zAJwksIRDlGJCHIEPgI8B8KUI6qghH2CCJDmJO7OZqo7A8I1en1NPj+80xsMheHOKG32n/d2GwGs04rAakJZDj28kwXrM3YvdL35YoblwKphA+BAyJEIcKYvJABPwuZdoMFw3nLWgQdohD1gWCSAmTbh1WN77OZMDYvmPmzOxPbOfLO7l1acb/U9+NDDznQMPLY9OOz+pTfx87mTRrsOjfkGaxY98sgjtbW1nMa8b+P1Wz+9sin4G9dBccBRXY0TxB82zCkgYU6pxLnsO8deYsM+t9UhliyaMtp10nMrvnvS1ixyHREHGRM8eAauHbao9IR553VLYdUvPv100jLwmkXiMIAH3ZKZRRr/cTowCWzai0mYyDCKDIgCV+dEIpHSUfzVzvhkIY0EOcUDBgQk2Q+kFtVMK+bUlOnSj8c9L3/JLpVF8t/JzjA9SCOl/s39kxqxUxs8DwYDAJnALEFRFNDCUA2rmiiR91MkTPXxUjn45BDYd2EY3qBw4uTZg8d+cOLQsR+PHD/57alzTb4A4GVE05Q09x/usew9OwN4GZIlKRIOUbOplfLuSd/bzheT5v1RlNJRqux1dLAnwdAdhaKe3Qvp2unpipfO0pzMNs71k4Z/FL5BkXBAxGJ3+meBLYdX/HBnEImQaGc8C2Qm8Q9OTANwDYeBM3/dPpJPP/uck72cNWu2J+2xcOqlh5cQ2zbi9XfmzBmPPvro7NndPtHceTc9+dQ1ew79oTn0P65DY17BnpV7Js8vIGGuqsG57FmX2rDPcxOn4DB1TZd3ZPxt96mvxMG3g9vKbnOdEgcTVR48rf9+9ZrSE+aq4djQ+8F773aQtAt7HLfh8C7NhpC7SqwYM+bpHZhMmO3FIkzUvURCiZA6dAfrJfI8yK/Dxyf3cDKZmq6J4TC7gQNkOspFcETgLiOG5pJ5dWDaGphhNYJZxL47MHsH8w8cCwBJYH5Oa3OLZiAQ8Pp8rX6/LxgKCFJQUnx+nyAKOs68oMyRMz+O0+OKDJtdbAefvgK+IHI4cvp88879Rzfv2P/J7i937D+Kse/op3u/+uLQN199ewowQ1FVAFEAZgAq4EwIeOILiRT4Cuv/BEQpokWB0ADkDEoy24cv9U1hqdKUYUGyjYJUoboRZmdKMgh2ERogkdBTMtlTxKlLQZ1JNS36KnYnqKMyHFXhs5BykdDst6eBuGjuDYZERYHtt+Joat9X34KtLWCZVIWXWgNUhf/VNWf+1Nj88GOPMX0tXrLk9IWmt959z+Gxgshjtn9cUryMbr56fC2m+3bv/oLM2szmlsaPt22977576+vr02lz7Ngxt64a8e5Hf3KdHnMJ3ubvpy4qIGE+M346LLPmUhv2OTrzZg9ZXm6YP2pW/ZgaMg248Mww16mvlDGOVDEfKbvZdUocTPBZ/dKV95eeMBeNmIW3bLu/6HQ67ngYFv1WYlyGs/OZ8ULmM7s6MFMJDbJFLgpewpIBe1jfG17hDkzyGcw8Sf3rDkfiBvYJDvaGxKActmiKJDXckTdh8hQJJzD1PP03u7t5SpRhwwXCARKEkBcePp/PHwgIYkCUgTAleg87+PD8ONV+sfMzmUndsTQRi8dCknzi1NnNn+57a+sXuw59c+TESYgDX3+/c//XWz4/9P72vbsOHQOCMixTw85M9EyFgCdOsIC5RnaqcF8HXzkgyV49DPglgX/pdgl2HQInNzbQVJSdcuRf6Xq//eAvRc/+h1RGMZlMda20pxpfHcjs5h3ZiZPmsHlU6sA/EIZlRTQ9JCktgZADmU2+gDckCLIMtGz2MXvFFX9MrSNnWnB/EpKVZmrO/JVBpkNcK2699aNtn8yeM8d5ZdK4MU+vGXH0qeta37gmI85VlHu2bRxuZTI0f2atPTT0wNKSDg09sQr7MO+5526nxxvuW+GSwUmDU6dOvv32W2vXrvV0f0yaPHrDPcP2HPqD6ySZMWTzv3k7C4iXEIenLODFXpizwHVuzCsqPD0fb95+k+vUV8qYOg4J84GyOa5T4oBjd9l6Pnalx0uI2TdhJvzbEycupqtqd7nCoW4kXNDZJ7qA+Uy7AzPtAlcMwuQkD6yIbEcwR2paBpPMUOvAJNKmKMG6MK9Fxo6RSGtQ9Iuyifjdxuo33B2RI3sjIXSidj1PkWgazlINYDYfrk3hsIJzOnFbuxteURQ5wI9gMCAIQZwxF2FFACWAl7/88gtc2MKRMPp+pqk7Yidh1r7EYgQQZkCUvv7h9Ftbd721ZddX35462+w91+z98Wzj4eM/frL7yCvv79i8Y9/5Fh+BpaVqhiBHfCGpxS80eYON3mCrXwBCi6hROFejuu4PSX5BMkx7aokbF1VNw1yuqBhwE5BIwNtEJewLCs2+ICykxR8CygVIo1kb1MmnrZJbYd/JESmsBgHRg0KLP+gN2A2uSfqCwNsimgZr9AZF2AQpHPGHxFZ/CHgYfkXTdUxCUkoTOFA3DVxpSIQth22Gd8L/atS9rWq0Pam+SqDE861YNA+IdtGcjIHYJSpDStNuzjR4+eRantbneUnHd6fPeEhuvYoSQc+9+BJ8KP6zP2fuXOfy/dcFI3uz3NmXr+Wflns8yrs97SYn02QKPKory0qGl8efsa3JW1ubL6ZVRiDY4945ptu24fj8/Fkja2u6uTFWVHpmzxn5xD+uPd14metg6cRPTZfxfi4sYTamvCM3X2rekQ0VlXXlFXOrazaMm3BLNXbb3j73P8vl51dAmK+VYSdkRVmFK4Q5eRTqwTY1ns+IW3aVjfJa6f2ZnMwcMGq2dddX4ep8AQmzDdnSzl5yTobGojvgI6jotyKrahhuukuGH87HzBIdmMyhR2e3fNFglpkl+IoQ1bSQKAuyYpFkN0BdnBkgk+ZM5s3uwJsQK2axDA6q2acm0PPaHs6CRjUUj2LtbvQG0qIAmfAAshREISQIsHlwWLk+Dp8BDii8AdCUpoRSftmdbdn7EotNmO9t33u20cs5SSCrC14/QCZg5+ZP951r9sHrihoFIDz0zY/b9361ddfhDz87SIX1I4eO/XDqXDNwJhDj7sPHdx85DjTI2T84KKKinD7ftOfI8YPHfghKaPcObz5w9Dv4Rfh1iK27Dn1x+JtvT50HmISDAt9cQLV9X337yZ4vYV1Hjp+kbOrBD3bu37b7CPziqfPNwITwfYYT4NT5pl2Hv/l039Ejx388/M2Pn+798qPPDnz0+UHYhjONLfAp2Ms1Eo0CNB74+jtY5sdfHPn4i8OwqP1HvwNyVlQVNrVbX6WPJDRbvBeoORNeAQCWlLAKDBzPMG/upFLhw7KoUXqfp+uUOMiYPgN1EV+7E2WcH3z44XM0Qb90+fKVq1eXO8M/Hs/Oh4b1laW8Y35P/tz/xPUp+MQlPHXbjaUhTJ7xefPNN9LvDvivRw/l/+++OwHvvHXhjZ0XftN04PKnHrhu7oyRld1TY5WVZbW1ZfX1Y6ZNHzVv/k0rVo64c8Pwhx679vmX/7J565V7j/zh5PnLJKMUnkEHv74ct8dTXnDCnFSBc9n3jJvgOjQOOB4Yj80P08aXFRvqhlTUUyvIQ5dylfzBMryHrR1T7Qph1o1BTysp6O/oI+/UmSLA9P5Mp3Q+AMhEvGxLdqTV6TpT2tGFwsv2Nla2aWO8vIjthXDx6ogSsZCOol56DUzmMe41TfSKeEofCtmgw8kht1F/XeYetrTcb5JzwtyklxoG7zPIihFzlbphwBVfDkeAMFkTGxARDi1c4tszA0DP5cM7gSp0w4xGo5qupf9i9s/rbAnnmeE5qvpoGizEsFChiFhFownxiBxWJHSQFy/adz2dsGuAUgxTh6Pp9NM68yOEQ5k5uQSE+a9tu787fSEgyEFRBkQ8ea7xwLHvgQA/3ftVsy8E+yoS1Rq9AQAzIDQizAPvfLLn3U/2fPTZQQC/Fn/oXLMX6A5+5bvT59lDE4gLmOTQNz8AIu7Y99XZJu+FVv/er76FXwFwBaZ9/1OIffAruw59c6axVYmgKyhA3Yc797/07nb4LVj7ls8PwTvf3LIL4v3t+/Z99V1AlIF4WwLBL789+fbHu1/74DN4Gyxh6+eH3tm2+9UPdsL7AWhTqVcTnhw58eM2YloAWghk4z1H4NcvtPoM0+zZVxkM2ZxpzwGhN1BQkChVa5ItaeYDBK8Dr4ajKuzVZl/g3KWvaLT+jjvgL+0L6xEX165f72g0MWXV1tU99PAjHpIw0jd3VcM7tl01odbO/u3oBZ/r5o3kH3GiYGxNKdKY79+DAz4LFtySfryc6bNkd/dSUQzBmyfWjwbCTI8jH11x77rhkxtG9yrDZntUVHiqq8vGjR8zecro2XNHLl5649rbb7j/weufevaat9778849f/zmh995pYFPsn+840o8FuUVBSfMFTU4lz23usZ1UBxwbJmCt0hVFf9ZLj9VdDf0YtkS10FxwHFb2VT4CA2jxpUeL7devgnvf8vL49FIR785vbT+TCqIxNKbM7uCBY44hZgWaZXrRI/+rkLqFNF6O3i6tlv+6iI6VmMHpmiW1rG653XTisE1XdV0AKNeocOP4A1tWNlvi8OVOhbjlryMPWys9mPFLHwPzYPjnA7SiKXqGZePgWbhAHNEkvBOOaIqKorhJGh1mmnCZmgkE9obaKmi2mP5ukqbDRsei8V6NPhl/7ypLbFiJAcPr9DGqEo0Cs/DUQ2eyxFb+QcwWAlHYJmwCvgV/EXcM2YsbqbPjzOZwPZDwJO8JuILRZgvvrv9g50HPt33FaDgtt2Hkf127Nu+76uvfzgjKiqcpvB5/x977+EW1fW1f/8z7/N7SpqJaSZGo4AIIiL2rlEsiSWxp1iisSXG9ESTGGPvXRAFpPfe+zC99wKC+V7Xe6+9zhyGKiA4aZMVLxhmTtnnnL0/e+217mWyWAGZAMVmpaZBoSqurE3KKgBkAt4aFOpmlRaYd+1uOuiuql6BkzVZrXmlVXjzblpucnYhfs4oKLtyNw2MmltSWdXQDCgtLK/BToGsyVn4sdFqtzNh/nTmxjmKAs0rKKsprqxLyy29eT8LkAk+BKaizRtaVEBEHDkIEx/LK6kuq2nALm7cz7xwK+V6IgCyXG+yaA2mZEHFiRn52Cm+iyMvqqh5kFt0KzkzNbcYl0l+nHFnov1Jrd1oBMEyZEqcyUvnWh0aoe/4TL7Z3PiMSqsfxgrvwbJvvv8ene2hdSRP9M47y+WqRjHTpx/55lvOxN+8ZSv++sX6Tldk/IExMl85LkrkWXH0Vfxb+8ur3Hvj332vfMBuzJ0rRzYaU3v65XDhcM3MzOh2vXjdQYwIXWJsWMvIXvrf3SBTtsp7z6ScH3Xxp9E/HXz1wMevb9/w5toVby1bMH7OzAkx0RMjI0Im9QwHfNwLrTJ5ckhU1MTYGRPmLxi/Im7chg/GfrJrzOdHXv35xEtXbr2QlvtMdXP3BfrjJ6kUZsyk8GEnzCPTaJSPCpsUdFB8EuO21f/8T0n2aT0tRYNcDtkQdFAcss0MpQdw+dj5T58wzzxHs+YZsbEDIsyOLvGZPuEEk/PN5axzKjLizxNnr5rki/MzZLccn+FMIe9aIai9SwfYDvwVBauDGYEJjlJq9OCK8trG0pqGboY38Sd8AB8D7wGxWmhsVSpUWmBkz61hEDdZzEqNth6fUevY94hRvlGpqaxv7rl9toq6JmxTpTOI2Dm30UosR1kbLpdGbwT2VNbTB0B33WpKotE8Ho/OaG5sUcvbL6tprKhtAgXVNSmblVqtHtuz43K2t0vn26LRVfVxvjiS2uaWZrVWazSrdcaaxpa+jplbprZJiYsL3GogWRuKGbTYbR5fFz0cJj2cRUOLWqM3uJ9WdfJAwvzx9PUzN+5fuZsKu3gn5eTVRPx6Iykzu7gSLexinLZa0Yy1TS0tal2TUlNWUw/C/O1S/PlbyWhJtEZ2UWVCau6dBzlZhRW4pjiXpMyCG/czAJa5pVVpeSXxqbnYeHxqTqNSLeYLLpBYak6JWLzOyMgvBZwzYYJ4L8en4oscZlnXpErPK/39csLZm/cr6ho1Blx0JRHmFYogzSwox4EBO/HhtLxSUO75m8nAThEyqgGUnricgKMCfza2qIDHJVV1OPIz1+/h2HCt5ViFDlnv1OnQ0aK5DscZGFcJaJRFjSTxTBE7GtiqeKIp9FSnxxeDjohPaFdv3ERnu3EpeR2nxcR0Y2YmzB9++ilURFROiwyJDA8JC0AmGR0Lv6dRb9PS8TOnUgTm3LlUP/qr0duXvTWXPzk1IuTS7jdGiDA/e5cI+cCB/X1MCnqJxoyLIzKpvv9MX4Q5QPNU/VdT2v9lX3v+xvEXf/vy5S93v7Zz0xvvr34rbsm4BbPfjo2ZEDUlZDIaLbDV+n0lJD/XjTCPfPsK3p89KWLYCTN51nLeacNfLdkn0KaEEetf/uSfUuVHc0ya390N2Rx0UByy8QNxePS2p0+YXDLynWVLfQ7bw0Hm/9JqqR8yA4112v2EyeFwYrVUkGRgbOTwei95yzK79oAxn93hNJqMQYnAlA27zy6qwFh84XYKqKOb8YIjPoCPOZxOYB5+vpOSzd6hnluzOxzVDc1gifiUHDCDwWS22u3lNQ1JWYVX7qb13D7b5fgHd9NyC8tr9CYLpgTAS7ON1IpMFvKS3U7Jvnjnwe3krNLqep3RiKE/cI+gx7LqhvuZBVcSUnlrZ8mSxCpt8rXEdFBQaVU9joPiSdsfAlQANlcT08/fTu55JJfiH4BVgDHFVfV5pdU37mf2dczcMmgKgJxCrU1Mz7uVlFlUUavU6p3uLvMFnEVuSVViej4aAR8AnzydKxtImL9dxgUpKq6qLa2qKyirBg3iyNFQN+5lUEyjyYxmAcWl55feScmB3aJoTFqVBppSDGeDQms0VTcqyEuZkIomaiI/pxrNe+nOAxBdVUNzSnbRzaQsWGZBmc5o4lAKnHtxZd29dFydNFwIzpcBYQJcAYH4FmufGs1WXKMz16lhcZXZQ8g+TBEpqiA3usdrMGFr9Ylp+edvpdxKzq5vVtU0KC7cTv7pzI1T1+5hFzgpnCeOCqcGiMXVbFCoOCeoy/JEG8dV0ro5LXkH6GfWNUvxmVRx0tkZwSsbpg96Skb7O9QxzysuQWcLLIwSmt7lNbWBf2W9+tmzZ3d1xIXJ/360fHz1z+S6fG/B2/IHVsTF8V9BmDef+WrL6ysnhUr+vuWzJ2hO956ZPmRLP0Jhn5GRkXoRr9LTeo3G3LVrJ76VdG7UExLmoEyX+78ld55NPD3q7Hejv9v36t5tY7asHbvmnXGL542fFTuBnaK5Jf/bjTB376UTXDR5yrATJowvzLU5C4IOikO2RZNJuHvn8n9Ksk/5V5LiembIh0EHxaHZlyEkRxmsNJ9vX/yEptUffIBBoH2Quj0cZcf+SUmUjwIpPbxuzrDH7CfcGhQJSS9/bGS7WHN/KH1rGPCSc8bbe8NLgjGq+WKxWC0OklIMWhVyrcF4LyP/9yt3fz5/65cLt09fuweikA1jNJghp6QSqABWLKtpuJuWd+pqIsgEGNBza2arDaB4OzkbnwFxqXV6m91eUduYkl2IcR/IJ9vp6/ewOwDMt79f+eX8bbAcyAeog8FArHfb2dkY/yDn+MU7QAjABpgE+AqIDdyj0WzJLqy4HJ/664XbgIpT1xJ5+2AMzqEGtIDumlRazDRwxTV6AwDp14t3fj5369cLd+Tz5W8Bn+JTc9Pzy0qq6vPLqnHu/Fe0zw+nrn37+9Vj526duJwAFhItk4nDc7icGIvP30rC+0BTcBrIJJAwdQbT/YyCC7coSpD9eE+fMNEIJdX1oES90aTWGcBmmYXluEZgyPzSqkaFqq5JCfqNf5CLiQDO+hYtpmecvZn0o1jOrqwn2UyNwQj8w3QAwF9YXgu7KEIfyaet1qbmlOAi4tLTfMRs4Xue7hnwf0Yh8A+NgKZgwhS57WX4loPqvFPcAiAWO8LxgFdx3ZkwcTVxRZQaHT2tbW1mq6OqXvEguxiNefN+JvaL++E8DvL0dVxHHDn2nvAgB/9eT0zHsd1Lz8cuPH2EVnJVIF40pzzxFhWgUdZpb1Kp0Va4e9GMPp+0EiFCLFxqvf7vocSORmahyMUzKPgwLSu721/Pnr8go2Nmbn5lfeOMmTO7ud3iRKHkRYsX//zrrz8dPcY1KNe9uRR4yXb9mSOLx82SADU0dN+7w5n7s2wW7f3SpYt9PQVdozGlSKSjR8kxe+qbl58mYfZv7Ods7FF7aPNWysNaGTF1JAgzdhLpCOydFht0UByyfRRN4b6LYicGnf2ejiXupajpSaFhI8F+aSHbLoWs/zFk5d6QxZtC5q4MiV0QGh0bGjklNHySKPwVGRo+IzRyaWjMxpC5B0KW/h7y7oOQbYPdy7JQumRBqUgO+/Kl7dj7jh2fPPQrn7fLKcAdg5TN4ShNIYyGToYHCI/X7XK7YE6KFXRRxB3lKZMudIdEmJIgUrdYzUFFXQbiZV+HxzVfHM4ga2DqjCbAHSPW7ZTsgvIajPWy1TYpaW3XYEQrDY0wyRVptrSoad28prGlpkmywopakB6IAlgI2gSWKFRam8Ph8XrtLpfF7jBZbVX1zZfuPABegkUJNu6mAUtALz0J89rddDDG5YTUvNJq3n5ZbWNWUQV2QRnTd1KKqup1Jgs2zoRJzrHbyQmpucAkPlM+NkBLo1Kj1Or1JgCVCSABuKqsa8rILwNkAi+vikBE8GdtUwsvfA+UMG9T9GBWYXm34x8hwwHQIrWfMGmlu1nlwmSL0qCAVfbKumYc0qlr9zIKyoqr6nBgyVlF8Wl5D/JK0A4AM7QJTgcnRYRZ14SvAK6alGpwNZoalxg4CrAHxSm1Bq3BjCuIN9E+KdnF+PWhELkyWSw5xRXCI5qemkN+b4kwr97F+0qtzimKmPdKmFlFZbgxcNHxMcEJrSaLjQgzp4RylJKzmlUULwqSxBwE8wLMCHCPCc0idb2AzyalxuZwtvbxJLb7S5xTApeDRI0Ufs8kQ2ZDC7am1RmNXHSSZTZxh2O/f49qknXNivUbqETvqnnEaddu3Q78K04/buVKJsP177/PgQQyWEZHR+/Zt296bCz/+umePStWSBKL0ydMvfTc5zJhsn05elv0xCn8gZgpIT1ThIZgv31I9LVu3dp+H4TOeqYeITuGN2/dovCAQ5+8HnSwZPPV/Be3jL2tC17+fubF6GkUePB+5LSRIMzVEVPJtxw5JeigOGQ7NZMiMSLD/ynJPsc3U0xI1JDqkmeFfHg15P1jIav2hyzdGjJvdciMRaHRIEZsjaWrhvbyk+cUQZ5zmDxT+ibPCLGosePVtUEhzMOjKb1x586dtJAtm7y0PVilF//CtyTaTNVh3Fa7Tas3gJswAFEYmInCrqQaJd11bwa5Yh4Q7Sm20N+xcRVyt9sZrJovMmEmZRZgmL6WmJ6eVyoWed2BRlgi1gp7EqYcs8pEjV97EiZlUou6fi5pa24ApNFqA8YkpudfEM7G+Ac5dU1Kq90BjvViLPB6zDY7Lk1ucdXZG0m/Xrh9Kf7BVbHIjk8CIbA7+TZgwrx+LwMQlZCW26zWUqaN22O0WAGBD3KKwUgnryXmlFar9Ea3x8OEeVoE6QGK1CS82XmmbG5RcBwwJkuRA2zAPyAZHHN5TSPuGfqKy+0gGzBh3svAoT4FwuRbHQcGNuuZS443cefnl1afv5Vy7lZyTkllSU1DWn4pjv5GclZyThG4Gh/DFcnIL/39SgIuUEVtI9oBzS60horO30w+c/0+Y15uSZXBbLXYHBW1TSnZRVcS0m4lZ5fVNCrFvjBHoPygxHT8W1hRY7bZOgmzpAIA7HocYV7tJEwfEWaDAoSPXeMeU2r0uAlxS4hLn5dbir0plRodLgFModHp6NF2YVrBEgF9ZfELZSqfQ4gRYV+NSlW9QqqYySvFKi16CZNI8rKo9Qa0T9DhcFispklx6IvD6G9Xz6Nl7hMnT4E50fJcgP52QkIoRWDSIHLy7Dn5W1FRUXjn4x078XNyesYHGzeFh4dL6Dgh6qPX15x9/kA3vJTt/TeWh/nHMmCt/kx3Lc2BW+Nvr/B2iosLH/tEUNUGN4Xlc9fBgkXvrx4bdLZk0+T8L5+LzJZnLo6K9CfsYzz+OCp2JAjz82gKgYie9BdO9qleJEWT+v4Z5SM/WkaPamTopNmhUXNDo+aHTl0YGr04dNrS0GnvhMbEhU5fFRK7JmTG2pCZ74bMxPuzQqdMDZ08OXTSAAlyUmhYREg4JoOz3o5ZPG72mjcXb3l91d5XPvjuxR2/Pb93/8ubNo2Je+et+bPfnh41MTI8pL+Et0Cf5weCPE+EvHsuZB3/NSh4Cft8NKUu7tq1q1UuPCcqxwWapJzT/niK6zLmtrXanU4MQFX1TUUVNbnFFQCM3JLK4srauqYWkscR+dEin8WKX212B6e3cGERti6p6D3eaes76rKnUVFBUYU8iHjZSZhCkDCzoFxvNPtjDPwmNfjDnoTJlRkdDjvMTahAXqZuhMnB9rIWKF+FJpU2q6iC1sqvJd7LyCurqcfwzXxOSkdtreDDkqp6QtDbKVcSUjMLywFv4I1Ldx4AI8gx5Y8rkAkTn7yXkQ+I4gsD5gEjMWESX1XVGSyklsOECVi9mZSVVwo6sgSeaRdjsXcvmNNd16zE0R6/FH8/sxCQY7HZScJAnFVPwsRI1qWFnzphcj6LxU441zOXHGiNJgXOnbxy98b9zKqGZsAYIDM5u+jc7ZSzN5MS0/PAigkibefo2RuBhGmx2UCquL6/U6jAvbS8ErQMLgcwTm+ylFU34BxPX7/PS+23U7LxK1gUlFhQVg14Q0t2JUyd0+1EI6PFZMLE89ii1nYjTAGBrZi/VPsJ805KDgjWbLXifmPIxNdplTw1FyeId7KLK3GlNAYjSQTY8DQ7vN5eFC87IVMEZ+JqYpu4b5v8RXy4SjuIC+TZ0KL6e6yPs+HsTp07j/6W15q/OPxlQVHxg7T0m7dvnz13buvWrTwWTJs2LfBbEtdVVPGvh7/6mt9ZM3bRlWe/6IstZTv/3MH542fIY1Bglvqg7OM4SlD6+uuvBvhEcHy+qBbq02pJsGjOjO6CRcGy8sRnQ4XwEdhSY/n/3l07Vh6mZ4dHVM1dMxJ4CUuYuYz30hRsUHwSixARBnf3/COSfZbEThwYKvZFfWGTQ8KnToyc+fa0heNmrRy7cOOYuN2vbvj6xY9OPr9/aMz2ywuffvbKxg/GrFj21jxwadTEiEn9kmeoWOYIFmEeGk3lhHZ/ups6BA8l6ciQKcZ0n1BnlACvtfUxK9GyCcUYd5NSk5RZeCn+AcY4MoooSzl/MwkshHGKM6ZZgyU9r7SitokcXCTU08lbQsSSNRj5HZnBWh/Kzs+BYYDJjF1ZfL4gVyFnwsQAfVHoFoIlRFlqycBjGJ3dHmJvSy+ESZ6BxxBmh6Q3zj5hMB72mF9WfTslh9mjuKqW83dYmZwWLtta1Xoj4BB/JSHunGJgDHaNg8RXcoor+UoFEiYnd+DDJZX1zaKwS3VDCz4J0jh97R7+WtNI8om4l6RV8muJl+JTcdkrMbsIOF+twWillXopco+OR1QPbFCoLtxO/u1SfDJJeSvtksoimMQrE+avF+7EP8gtwIEqVLhzZEOT3ryficPDYTwFwkSD4zQdLimNpbS6/mYS7R23+uWEVBhu+wu3ki9R8lQ2e3HBYIDMoso6tAzaPD415156/t3UPBw22hxtiDPiElSAyZqGluSsIuA0tgka1IvQ2VahGQW8xyRFaLanAWLp8iVmAGLBhAA2rmaOFgbB4pBKayhvy+Vm1VNPk1ILOASUVjc0aw0GhZpSwu+kZCdlFeKG4ZsH9xkeYbQwbkLOI+Ng3QJxy12Of4B9Ye9oZxxzTklVdaMCdIo9qvV6rRGoacUxUFxlq7entmqHPw+IivjYbDoRnAmkBF7+PdbEe7Xk9Mx+BgJ2fHy2/0DgV9Kyc5lODx/5Kq+4tKZJcfHKVVBoKGlgTjv24s7HQibswMsbp4RE8F5io0JSDr8+KLxMPEQZtTNmzHA67QMjTI7GFFp2IiqJBYs8lf8v6HgJS7/0PA4mIiLk089el3WQZkkxBaE7o2aMEGHC2LUVP3dh0EFxyDZvMknH7189Puj4N3KmOjom+9Cblz56K0YUooqaGLl43Jx33poXN3bhqjcXxY1dsHzsfADekrfmLBo3G+iISRxsxdj5G8Ys3/Hq2sOjt/32/N6nzHJHR+3e+8r7OIClb80F0E4h8pQ8qXgzWIR54OXNOIA9e/eSc8zpsNrt5FE0W1iB0Ej5Jg7WKsRIjfcx1nupHA8LkjwEduIrgCKXqLQiDyIgAb3JUlRRd+5m0s/nboGmMMZhOCN5vduUNZBfWo3BC0Nts0qDcQ3jL8AGkKkxmBwuDEmtHp/PbLODoDBIOShJx2a22kmzsdXrFaFcdKgWK46KCoQI/6esqsfDFqX22EhQUfoMyK0PVcmnT5inriX+cuH2rxfvABsk/BaWkApMo9VVJ4lD2kt7rJJzLpUQFO19lbwjoJIOV2CprGtk1xYanwlHJjopksHrbWhRX7uXfub6PRxbeW0jWgzX5cb9jNPX74FDSirr5IzsgEwfSt7BZnFxYeduUjFuCs6MT03LK9XojSxE2Znpc/42iJGymQLOF2dXXtekM1ncgnglvXSfTyLMywkpAncJllp9dofdbLXIhPn9qWsnLt9lX+Vt4S1kA2sdv3gHhh9GmjCZ5zEvQzvrTSY8IEqtHg1YUF5dVFlTVFkLA7mV1dQD5JpxCU30BLEMKX7GaQK5K+oaqxqaG1vU9c0qACplfFtsVDm8rQ13P95kfzJOp16hYrykOdfDVmwHG8FzhI2UYi9V9VV1TSB4MCwBqmh/0mlvVJTXNYJ+bQ47iQLRbLEVTxN2VFnfpDOa7ULoHlequr6pvolU0/kukvSyNHpAfGMLoJfqV3JXgJ1W1TeX1zbA8APIEFccB4PbG2dJC9/CCclxlf5JUy/CpLJCvgjOdKABqRLQ38hv2dMuXL4SGRnJPf+MqSGzp02cGT1xakRnRcWEpBT+ZEZe/qd7P8M7F69eO3HqNH6YGh195tyF2uaWrLyCd99by5/f/8rGgUAm7L03O8tTrl3wtvb0gBbNW6+OnhtDnpzbt28N9LnojMakcBjcNhw12vDg/4KOl7Cbx18MFYKZ/JoWEXpuXZjvSNiOhdJbP8bMGyHCjBHJPodiZgQdFIdsm6JIOn7FrKeR7BMzJST5szefGlj+vHEczisivD9/IMht/viZa95csv21NcCnH0ftPPvcoWDx20Dsx1G7fn9+X7D2vv/lTWi0ffv3Y+hBDw/8wPiYW1KVWViOf8uF5iBGQ5BMWU1DUUUtwAODKTvZ2h62WWx2fB5jKAbWwLVUDFIYGYFLvLpXWFbdotbiM01KbWUdxo5m/IzBSK03llY3YOgEnNwUhe3wa4vwmJHqTm0j8Km+uQUfB3fhV4yGDhepi2uNpoq6prySqqzCCvwLNA30s3F9PfTDhRU1WUXlOBd8xkkunadU3qX7GOoPbW0XVfyIMK8mAs+Onb154nICfpbt+r10sDfaHMTcC2GyfzIgjrQvwuTKOxjZATYPcorAsedvJQMe0Uy8piwrFjJFlFTXn7lxn9ed65uVjBDxqbksE5SSXaTVG/n4u+WS/y6Sx8GZYMuTVyj+kKrS5BQr1FpmfibMXy7cwYc5MTzwfAG9xdUNGqNJVq1kXyUTJj6MTeFG4nmNxWrRGwwyYX73+9Vfzt/GnQNq5ZqJbDgGNCwOD0cy0oTJXmWr1aLVk/uUpmZm8mQCk5RaHaxFq1PpdBoD/mTG84VHiUtJ4voCNO0OJ66RmMpZnOIdmhCJnzFn0uhNNQ0tuHXvZRSI6o0FeCewoqiobURXEBsxCEV6TKS8Xi/rRPER4q/YIO46fIZq6NCqJT25mANiLinqPFJoitfrcbkwj7MCNX1+1bLOmZrVyhXMuYYspnh42A3iTGE6kwkzOHQF2CAud5NKI1er4bhKCr62WLgoOecA9oqarWLhA4eEdvsb6Kv3Y8npmSviVnYbuSZPnrxk6dKt27fjA9UNTTX+quWhotxP4Cd37tpdXlNb36w4cPAgv7NpTNwAIfO3F/bMFtV/+PXtxrGPJcwfN9Mi8tatWwf7dIi1cinfZ+fOHdhI+qUXgo6X2deeXzBHknsKDws9uJTYUrbVIqAAoHlrxtKRIMw4keyzKjIq6KA4ZDs2g6TjMScaad6T79LVcybc/fRpLMpjR7zH2bNnf/DBBwcPHvxevL799tsdO3bExcVFR0f3i52Lt72+Bkz1w6gdZ547GHS2/DPYvpc3on3QU9mcjiaVtriqPj2/LCmz8H5mQXJWYVpuSVFFnVpnBPNkFJQlC4HBZqXG7nBgpEDfARoEfiRlFdYrVBg6Re1v8m1ydTn8iVSdKeuhRqM3gmQsNofRQvre4ARRcESXRxkQFHF3iUQa87KLKnlVFMNuam7xreSs9NzirIJSUFlWUYVwzwB+1KXVOM7S+xkFsIDjNACfMICykmR+WVVqbgk+kJieD3O7g6Cy7s+f9bFGKHpaJkwgn/BKpYGgcksqZSutqgebgS29Pl/PVXIBFW2BcaS9EmaHv5JOY4smMS2PlmjjH6CVGC+7eXG5rVJyin+7nMCEWVXXDMgE6mPX53BpLt65lpjeoFCz+npgLjk2C3rHJ0uq6gvLa7MKy++m5uG8Lt5OwfQEFwuQyYR5AiB6nZatcU27nG91g1JrsOJ28pdY6kmYdc0q8IzH4zVbLHq9XibMn87cuHArJf5BDiYygGfZAOnYFxesGVHCFPrzLoNO19KibG5RYfKlJJ4EdBlw1rjQMK3RCLzU6PRqLaXJoE3wMVxitd4AlEL7+ESKE7sWW0U9bqrQ5HCKCJMCXDtc2fO3k++m52MWAIrrFhPSzi3W6uVyWj7/AxjIwABLm92Gl8Npl8Uq8TGu2inrAlEVHv8W5BOUapKK6GhO/fNhg24XWlVDUE2EqaHgBD3OXaHWNIgCkXIN8WqpUqQkeqk10KpIP/5M7MvtdZusFnw+6Bw40vbRJzs+/PiTr7//4cKVq6lZ2YGF14GX9QplWXVtN7acFEJhXTwCXr1+vaCoiN2hBwbsxmTb/ep63k6o0OfM/KrPRfPKY6/yx2pqqofwgLRiOiI0i3766Uds5PwPo4PIlpbi/1kb95bcmBtmhzoPd8FLtjmiyaeETaqYu3rYCXPfVBKSipkUHnRQHKylz1/yXeysDVOiZ4dP5gYcad77NI4mAtOnSxOiBTETP1g44cDq8b9tHndn99jCw2+ojo55eGbYdqf7mUJBIiIiGpsazRazKHFCL4/HbbFYtFqtSqVUqVRVVVVpaWmXLl367rvvPvnk4xUrVkydOrVX7IycOHne+Bmr31y07fXVAK3vX9xx/tnPg458T9n2vvIBmuLg54cwQAAIb9zPvJdRkFFQWlBWlVNUHp+SA8wAvJVWNWCsx88gTyCN2WrFUAjYAwKJNcrsZpWWysn4RyjSBtTq80oqz16//+uF29fupgEDsBF8DITpxMBKCa1UgoQJ87dL8ZfjU8GBMmECF7HZE5fIBXo5nmLYADAYmoGXQms6MzE9D2CZXyodZ0JqLq+8Y7MYiME8VPqkpArbzymuBAPjPhkhzPCLgvrYWqWUFJZRogLZHsrsBiO5mTDvizhM4Nm9jPyq+ubAGEK90SwUhIjlhqZWxF4mh8vFueFgMOAW9lhZ12TrqmwpDv4hq6yD/X4Rq9h3U3OZ06iR72fiu1Se5vq94qo6o8jcCcwlp5x0hZLLO+qMZoVKl1dSDcLEdnApK8QemTBZoBvbrAGqBp6vyWxzOj3Cr/VQKnzfGYcpEWaTEjMSNCIYyWw2y4SJA8aJ5xRVog05nZkNkyCcDgPtoAiTpwOCuzyiyHt/Hm8SjPR57TZri6Klrq6hrrEZTdHQompSqRXCXY8TJwbTAyx1QkhBDWZg+mJ+wJ+AanIFHNlErrcLJ4LZwbmb92GYZ+GxALi6B38Pc86Fw2G3WqlEp7dr/aOOgJgK2frZmoipcFvsNtxpCkJlYaouZ9cXUNU00VI7WsPI/kyvW2rkgIPhnCmzzfpPIMxejZi8WXHlxo24lStBj19+/fW7770XOGwtGTd7xVvz+ectWyiKfs2biweFl2yXn/0ibuwCebPvL35bfaoXefaNSyjB59ixo0PpG/0x4Xv2fLplC4VjHfn0tWDh5Z5tY+T83sXTQgt39MKWbPYvwqIEfc+cNHnYCfPGjCXsIw06MQ7KKv0p5IGvrIMju36dcZDUseLi4m7cuL5s2dJeKQ6v+TET3xfkeVyQZ4Egz7a+yVP/y5j7e3vxiN7eTb76TZs2ASZtogRJB3VJbeg29Xod8LKlBf2XUqOhJSmTyWSml8lgNGh12oqKiqSkpPPnz3///fe7d+9etWpVr9gZOTHikyCpBgXL9rxCgr0HDh6qqGsE85y8mghyyy2pLKuuB7wBWkSN4yIgR0ZBOTjtWmJGclah1mAEBAIDQH1X7qaB7tQ6Y2trq4teTlbLAYXWNpJCzsXbD4Q4T8b9jALAHnhApTWIFUNyVApN6dSTV+/eTMpKzystq27g9W4Q79W7aUfP0DrylQRaeMUnm9Xa8tpGACeACjvNLqooq6oTx5kFgBEwTDVcwGal1Q1ZhRUFZTV4B/8mZRZ6vcNPmP64QS5sBC6goFGcGe5JUXAbp2gXYaQgPifX6mXF9XO3ktCwOF+M1G7KsZKMfVlMHUMjTPIytbZq9Mb0/FJcmrM3KOG3uqHFYnf4uurMi1iph7hw2AUa+ejZmz+fu3X62r0Lt5Jh524kYZuguO9+v8oVajgeskcuuZ4caNQCHofTjdkBria2hitSWF6Lw/OrFUlRoBqSMOp6vn5BAF5xdrqcbo8nkDBrm1rMFqtoYdJWlQmT8oCyCnE7GUxmZ0Dh0malBvcGAHhQueR8KakKNsUhm+0OO88I+mStVq/bbjPp9U3NLdX1jdWCDQBROLba5hYhQaMURj/XNSu4KjcDGK+BNqs1FpvN6+tel5M1u3D1GxTK8tqGitpGtAbOglx/g9dx5VbFM4EuUWS6eZ5ES4FzmvDYcp1xsFCtOLXAs+uHnWpEnjj5M7Vavdlkc9i7ES/HdWv+RgpFg7WEpOSNmzYFjkqTJ09mnXb5JZyQkghJ1MTIc32rFT3Wfnjxk+kTOofCo1u7LJrf+Iy8OosWLRzy6g+u7NmzZ+Ttb1kbNMGitSvIezk9IvTihj7ZUrbcj7lQUug7k6OGlzCr5q7hpkiZtzjo3DgomyxaZM3cCV++Nz5131OKjZw7jeKTy8pKcAc2NTXm5GRfv34N8529e/esW7eO66X29Zo3LeT9BRP2rxp/fNO427vGJnw69tCa8YsCcsN7dZmeOHECXaXXS3j56FEHOkyj0SDjJVATVAn+dDrJZSRyT2n+rjfodXqd1WYVowaluZlMxqqqygcPHgA7v/nmm48//phrp+IVOyF638sbg85+T8c+fYUUgHd9ugej/9kb9wEV4MmC8priyrrcYiqLjGEa7Ic3wWx5pdVgj+uJ6ZyzgI/dzyxg0sMIiFZFy1ssZsCVYCpApr2xRVNUUZeSXXwrKfvSnVROqgVq1jQqhCuDVgNvJlEKLViisrZJZzRx/B4T5vGL8UwmzSoN/oRBOa+08sz1e79fTgA0Ah3pOEuqEtPycJzXEtPTRMYruYCU6pKq+lwK1KQ4TECUd0iVIjnBWXZRtrZ2M65hRFxNbOm0k3UhTLSDw+3mu5G8u5zbe4ZyjR+g9YBPelH5RTIRTccxbzJh/n7lLhAdP+O7sok1Vhc+XFBW3U1xnWoCVjdcTkj79eKdU9cS4x/kVNUrtAZatOW94Fsmi9VMKO6obSQmBElyzceb9zOxHTZcF8ZF8P+N+xl5pVUsUQh0v56YIcRqsqobmvW8HKw3YuKAy4FLjKuDnaL9LTZ7pw/zbpoIqlR2P1/gI86XBE49OCJQEM6roUUNgu1CmCTUT2u1g1ArGoziuqh257HabUodrfZqKaaSCnd6uEBAD39mq8/jsJh1Gk3DUKsZNrQoQVlOt7OtzdflfhM3m1fERfN0SaTtDJotJTEBrwf3IZ5Ko9H45FoKRJiYGBpNOPgn4ShwabNarTUa0OAuD6W3c8UEUDTupcBIzr+9cSBBRW39j8eOYT6y3x9aufO1tUdf3Llq7MJeR88Lzx36ddSni8bNPvTypiHjpWwfvrZGlu+bFT0x/QgtmtsujJ4mEmmTk5MGe+PJD4tGo5osUo9TL75QmvCsMvN/g0WYn2wkh9iamaGPxUu2s2ulJtk8JWZ4IXOqKO19ZPrMoEPjoIwXxw+uGbYUcmxt/fwJe+Le/vH9cZc+fit1fy/UeuwDEjz/6qsjfd1sGHwbGuozMtIvXbr0/fff79y589133+1WerXbKyYmZtGiRfjhs1VdzoXv9rKyMicJLLf/8ccjCjZzOvR6vRqdFcX4GMCQfn9Rp2cAkAkKxYsFYGEY9MGi+JZOp9Xhf60GL2zhxo0bMmfOHz/zyEsfBp0AR9p+fuFTmtnFxmIo5+QL/AAmhAHPQIYgnPjUnIyCUs4eBR/CKmqb6pqUAKRbydnpeWUAGCHf5wVWWSw0KlIqg8hcsDmcGoMJX8wuqkxMywdkAhrP3iS5IowjTreLCeRS/APAQCAtMGGeJOIt5NqF+DAIM7Ow9OSVhBPCf1VYXovjzCupTs0tSUzPB2il55dyhFtFXROOP6e4Iru4Av/iUH2Dqboud5VtD32+Vo/HSy5K9k92M/JSuihvg7SefG5/jSFplVxeOver0D9kwgSzcfWW+NTclOwi2dD4aXklpdX14AomTAD88UvxIEDgH74oW3YRxQxQIGtJVSBhCv9tffyD3N8uxf905gb2ApRNSM0L3AvADDgPGqxqUOCH09fuwfBDg0KNDWIjHF+n1Oor65txqS4npGL2cTctl9I6jGZyXCekcc7OnZQcbBDX4l56/p3kbJDwsXM3cXa4EI0iYoGv72/AVMHJCV3PFxcuI7+svKbBarMBwuk5NRqcLmdjAGHiTrOI9BNW7xyhqpG4WDaHHcxDVbObFfUKZZNSrdToADxWf9xC4Od9IvMI/U79UHNSgBNqPa6XLfDOZDlTdFns4OXYSt+AVcK6MTOvj5vNhJeYmGMC2Dr4p6D7Nr0ek/VJV7F5LRiYqhDJ5ja7jbQTvV50Iy0abf+r7X8nw2lm5OYd+uIwy6pv2bq1qq7+yDffyJAJ/ANnrh67KHCIXDh+5o1njjw5WAba6ef3LXlrjryLTUvHH95ATr/du3cNts+Usxrxa3Y2qTNtDp7rUravPiWkWRg9UMKEHVwqQebn0bOHkTDfmUy6SO9N+Ysl+6ybInKU5kwYRsKUXx8u673QecP35EWPjo7u/37jGHKH02E0mzU6fYta06BoySsqir+beOrM2a+/+Xbnrl1bt2757bfj2dnZQEEmzJIjb8g7KvqS6o8vXrwYI73Ayz/wL0Z87jzxL37mZAqvvy62PCLgV/CkqOfiEnhJuZ8Yy2AU/S48TuQ6wTzfbDaZTWfPnZ03bx6f+IqxC46O2hV0DhxRmyVSC4+fvtCNMAvKawWkVQIh0RmarVauWw26yCqsyCwov0jq3GnFlfVao5mHYC5KDnOK/FOMRBj9gRnAHqPZqtYZS6oa8JXT1+/HkywPrWj3T5ggH2IVoZQSSJi/XbyDP+SVVnO9ZkAmNgcrqaprVmmqGppxnKKITHlZTX1FXWNWUXnPsZWyZtrb+vZPCgFwH8mEumj1FqfSHS/ZS0kuSi/Y0gMcfSwGGExmMCTOF8x29kYSWuP6vQzZOitNWyzYOtA6Jafo/C1aLz53i6qWy3YvI1/Up9YVVdQC8NBWSaIONeuL3rxPpQb5W+BD0GngXm6nZN/PLMwoKEfT4Tpejk/FTjGDwJXjktDCWlupMrW9vLYpObsInwEcgmm1BlN+aTXA8txNqnWOjbP3+EpCKqCOq4rjglbUN7Hiut5oAkmev53M+exX7nY535tJWYBhUafGgnY2mvA0k2Yj7rRbyVlgYzSFqEXo8Cu0+/DXRlFLEY0Aum5R63DPBDY7NgVqpS2n5qAp0CD9DYgdkmqo3ekA6jSr1bV+nyQ7l7AvUhG32rAXKS+mjTK3nD0+P1i0AF8BaG1Oe6vfhylL99BDRMq0rQ/51f7wsRGSrA/jL/nkFZEbLjHjM5tMRrFEbnW5uvhLh2Cc8Y3LgTvhyVUr/UV8VFq9njpxq01nelLv6F/CpASoFuVvJ0/Kg+y0CQSZCxYuTEpNPfrzL/zmttdXMQEeHr2VK3pMnRh58oXPhhcvZfty9FZsP3DoVyoVg5yDtHHBNc4Xa2pqoIF73ttBJ8yz343GkcRGDoIwYe/7nWFnYxcNF2HujqJa87F/tWSfw9PpsKdPGbYU8p83juO2nRoRojk2pq+PbVhA+d337iX2Q5hC49dlc9iNFrNOJFeq9QbxL2UgKjXCk6jX8SsjIyNURG9+vW78g31vmo+/jr38Ig7m8OEvcN8CL3EfAzUZL+Wek3McRKkIt1xOgmKr3E7gpcGg94ogN3webIlel9bjKOjLzUucdofdarOaaTnJoNFqjh49Ksdqrntj2cnnhijA/ue3ba+vxjl+tGM3GODklcR7GQUANia33OKq/LLqyrpGrg9iNFsyC8sw9HMhj5NX7wItwDkkk04riW1Cp90npAsdzWKpq6lFrdZi+CDPpsliq65XXE1MPylkanj01+iNoprJA3BIeU0DfuV8ZybMM9fvZRWVASyBl7isWoOhoKzq7I17v12MB+SAjgrKagoFCQN7ymoaahoVDS2qgvJqrleCo62sbxIe1Ipu64Mchd5K+t59+id51Zu94hivWYiytWddIXZRtg9IColUmGoa0/JK72dSkntSZiH4UDbhxizh9WUBWlowMyAzIS0XSImvyJZTUtlCHjZzvZByAlMVldeS6qfDUVnfnFFQdj+jQP5WUlaXvaTmlmQXV6LdsCMAKpoR/5osVjSRKB8vnTMox+50ga9A7OB8yuVX67TkkW7C3rGdxPQ8oTlQBEvJLsbcJLOwHDOOBoUatMDCApx1lZJTjE/iYLodCd5PzystrWowmK0sUWWzO1hMFfMFHGdFXRNVaRdaRhyxgM1qDUZMGQDquNwgdlaP79LCtY3ZxRX5ZVU1TQqgY394KdQscR+qdHr2XgZ6zzh0sF6hxM2MzorjOly4VdDz6HTNPT4/KMDAxUWXSNUV/QfPi9osUo07U9QUIHQcSE0BHtlFySeHjaINxHyZ2NIoAocoQKjXDO4hQCauFBdzfHLVys5k8xYVYB54WdP0N/de+usWKbZs3RoVFXXk668XL6bsj+kTohaMnynxzPkLJ09L4YsfvLH8pl9oCP9+/9LHI4SXbDeeObJxjFTxfO7cORUVZYO6N0Tcr4s1MPEOulZsJzw8JOiE+eD8CziSKeGDI0zYIqFPMzk0LGP2imEhzEuxi0P/gsk+8XMpYGNS2LClkN/aJZVSOrFlXD8fu7GTPrZ9+/Y++j1aqaHK1EaDGvhoMBjNAA0rulb0/PjXQlDHnaHJYDTiA198+SUXLJBfcbMnrplLHJua9uDRI9ooKFGv1xsMBnxV3Mw+ru3SjTDlMCRAI3YhJvitgFKtVsvhggwS+MHmN0Am/nVQTJ2jpUVx5Ksj8mFsfX31pWe+DDoQDrsdHbUbZzdz5qxLdx6cuJzANUFAbmA2kEMa6I1kmU2kjOf3ql0gr1q8KEGYj6G5G3Sh2YErwDwQyO3krMQ0Sh0CKQFjQFAnr9w9cSk+/kEOrwVz5sv528lA1iRa+K7hfPCehMm6K+icryaknriUALjF4eEgcagPBKhQTkSLCoNUXmklyQFdw4bLyqob2MvHHuzuIZReyvLuHS97iaIcBjlNyrLXGWqbWsBOQOJuBvisqG3iFvAJvXRwCNq85ycB9qyHj0ujUGvrmpQKlRatJLav72v7bPgTPtCgUHHyNX7gPGUS8fa4AwiT/NH4QW8y4/M1jS3ASyEqrgNdAN07D7u2sbKuqbpBgSMHKzoDlO25CkxVgwKf6eV86YuUCY4bBvMU2qXXh2khyBYniF1gXxb/OrIkES98aAJvFCLjrFPpSNqjaAFO6+bqRX1TGWUuWx02lU7XPy9x9rdY0hXdlFqjVLTUDZWveGsavUFWAe2QtXqouAFuVG+3jO/HDussaMnp9uhLxbI4sSWnkMsj/rAY6c2aTJzsE3Rg+8sZ5iyFZeVr1rwrjywbN25at349//zOW1LyAsbBk6dP88/fjTBV9rSfXtwx821pFD59+tTjb8KOzpxHWTeD/zRrFunz6PP+J7iEWf/gGQakwRImLEZUQ4qZFD4shFk6dxU3bMb8JUHnxoHb1dmSgkHjD336GwdlhYff4A1+8k7vS+RsrpOvswiARqPqeeNxdJPeaFRqtCqtFngphdz4RNy+WFRlD5JwIdpMVguxoNVaWlZ69tzZDz/cztWmxDwoHJ9ub2/HvwaDXqPRoAvFYCiv+8iEKdJUXYwQLNMBngRDYETx+XxAU3wXk3o8CMBIXiLHZ2yCLRkvRXVsLzaCoyovL9uzZw8fQ9TEyN2vrA86Ew67cWdy/PRFYNvt5Oz7mQXZRVRGPCmzAJDW0KK2iNwTjCwY0wvKqsGWx87evEwVaGg9V5Rv8PHiCFf2QVOWVtXfzyjgenZ303LBeNgaNn7uRtKV+FRsvFGp5lp72cUVt5Kzrt1Lx79gRVAH55PeScnGLvLLqtiDynSBAwD0Xr+XcSsp6156flZhOTaVIrLdadQWjvHy2gbOLk8lOaNqMDL2jkvcJ0ZSFKVbuLi9Pf2TAVGUwyCn2SYSlrFXYBIHW3Yzm93BXlz2Sgl1xO6fpLrPFBZCi9rYmlOo0AMveQ23/+1bO3OQnJx87RCefJZJlLzQbVJNc151BfdhfxabHUfChZ8svW7T4eCl5LYAZXuuAtPfwfAPVGHQgf11PHr0xx9/4AeTxWIwmexCwrFbtnWryPfhFmht65KGw7iFu8Uhwip6xk/27J049rL/NV/O/q4V9bLJmhV1T7BGzDrkejFr60KJJMLgEs7GgeKlaGGfYEsrr+lg3m2kPDCaQePG9pIoUJcr8uSG40QvrVBrhhYh8A+3BxlZC0UY2Jy3p+975f0pEyN4dJMhUxYj4tfB4cjlGZptGSPJwm/evLmpqaE/vGwXkzU7laTv5i1fu5ZqD5UlPBtcwmyr+S8+lyEQZs2nYeECchaERw4LZE4RyT7fx84OOjcOxL6LnTUjvLPOzYUP3xoWwtQcG8MbnB/zmPJAB1aTZNbhw1/01RepdXqd3sAilq1S2mCrXOjEHwXnFR0sBnsMDU4R6O5mD2RqaurRo0e3bdvGeImek5e5pcVxeXARhAkypHUsgQ3Ce0kv/IqxuL39ITaop+V4rcj6IYbEmMlBmOy9pJHOIekSc2yeSEj3FBUVbt++nRtk3vgZv77wtItOjqhteZ1mVfsPHCqurOcF3KSsQsBeRkFZWXWj3mQBO3KUl8vtqW1suSAULJOyCqobm9FebT0IE79wIjkALyW7KDEtLyE1F8brwnml1S0aPRVqafXiX6BmQXn1vYz8+AeUNsK+Tdw2pKmeWVBR16jzj8XYMhimRaMlxfU8obieWZCSTYLbZTU4TrNLaODg84XltXgf+3qQXZxTXJlVWNErYQZEUfp6LTXy57S+NAwfG603tL3guuMZcLrcDlJeIjUh1t9+8l1w7C4eRtIfcDnbO9r/85//dHR0gGs5N9/X2l2/sa/jHGwL4GNur1tvNg05lnIIxqRKNRZ1hm7Vc/wB5O5AzfPej7yjTa6w2YZ5n9uFHsyvz0YrQvjVQWpLmHEMwhc6cKM6UBYq7/j3rrwzEnYrIXH2HEqomfV2zM+jdoHizjy/Xy7muG4daRC9/8Y7R1/cOWMCrc7ueO29YOEl2zcvfchHMmlS2NWrV/p6lFpJh9+JTttoNrMYiPwY7t1L/pn7Z0YFfaGcBYga9g6aMGG3NkpZP+9FRj85YS4WyT4boqYGnR77saYlcSsipkyZ3DnZWTZjYuKe4aytIyuUWkQwZF82e6ooDh4V1fPew3CvMRiUGi2I0EHpxn3GmTMfsgvF59epdrtdmJsDCEGJGOeoWIzdRjXKLGZHQIS8fJ/zgMWeSYxQ6Gm1Wq3eoPeQB4y2jw0SYep1LpeDZBspbMkufJhWUdJNki70yGrAUiYImy8tLXXNGtKzCg+Z9PnorUEnw+GyH0ftInKeN0+rN1XVNRWUVeeWVBaU1VRgCNHoRaFwUikxW22gTTDn+ZuUuAEs1BiMTjelJPgCCJM9fsBOh9PdotZX1DaBM7MLy3OKKgrKayr92xQ5DG0enwfTXoVaK3SHKgsrauqalaJQsr2itrGksi6gTiV51WgG4XaBIasaFNgaviIiRalqpNNftYfkNDV6KitZWg3DAVTVKzDj6DeKcjjZ7G9mor65DW1uFAkjbnHFh6W58AxyKgrNAVt9jx49Al5SiWq7zWK12B3EYMMOSB1+n6Hd6WjRaocWSzk04/VxLhEeSJK4sUX0Gt2i3YrydD9yv4o193Xo6qxoQJHtiA6Wkxzlx1DEDg1/63H8hurvXttxhCyvpGytcFeGhYZ98fIWBrnPX94cIzJ9gHNXnj2Mdy4997kcgRlcu/rs4Q1vLGMS2LVrp8Gg63Y/iHUZEtcyEmFa8AN+lSHz2LGjtNT+7ctBJ8yIyQQqqduHQpiw7+IkHtoVNeMJCXN6GHHbpD9rKGbK/MVrpkSFdaJlaGxUiOKn4VkcD7QlfnXKvC96F9jU/Uw7PbNNqsRUVFTYrRt3uV3oiBQqtUk4MPuPBWr3uyAeShnoXsr7tlFijtVq4VRJDEZUOU4EX3XzonQSpgitBCuCTjUaDT4P+ul41IGvO51O/ArsZI+WjVfI2W/p9TBvkFPFLUVDtbUK5RDxq/B0efGBQ4ckybLtr60JOhwOl8WKiWpOdo7Nbhei01ajhYo8AgVbRR1GjIyF5TVZheUJqbmnriZevZtW36xyujCieWW8lCGT11jxC76OjZgsVvQ8NDGwdm6TsxjQO3l8XmC9yWoz0GeoAjI6KKfLZTSZ9UbxhkMif7oKHjeg1OWhhVdsjXQdcQFpk52xf7wyi68ZLXQi2CNMOLH/ZcihmMfr0ZvMeJC1er3ZYpaX1J9km/y04pqyzoOLZgcsQdZGuXgmXDqL84lzn3vfdUeny6Wh5WnUjuHkDuxLoaaMIZPVghm0VFvc39eJe9vV65q+P0+cgi1Z2cDlxg1POT0Uw07xlrQmLqc3jvT9IKlimkyNStU/RFZoWAzzi30HD8bfuxcqBFh4EJG9lEDKDW+889XobUFHyl4NMBwl0sxjYmKMxi7VH0SlJw9uCavdZraR0K7d4ZT72xs3ruNbX+4OWjUf2WKiiWfOrRsiYcI+nC9h19GY+U9CmLyVP2eyT/Xi5YFsKb/SDwy/yvq2JVKB+LPbu6y8f/Hu+FVzJkSEdz+G9evXBY4guPFw1yk12hZRvaL/mKjAvpRn8RRtJbSCYQAMDEDoiPXkgtSiN5YX2WUTMWOSRodNCGPKhIk/PBLBXTgenU6HNzlUSSwqWTgGjAmTM9+dIrucF604TNSfUCwg82Hr+fPn+JRXjl144dkvgs6HT26bX6eQm++++1b2QLLftk1cC4uNVBZTsouEClAmaZvnluqMZiGP0gUvJZPUC1t5CxzEyAUW+SV7aYTvmq2NjQt5c5kYZnuncEpToKxQl3IJ2qdQXglo5RKNnT5JsTuxWf+rH//5v9a/oalNZrOWFBn0lgA6ehJjZUWrzU75f0YD7iHg5aNHHXgMDQYDnlmnyzEsuc/djH2A4DQAUvNTUfZmvMS+ALQ2h90hlkjk6jxd88d7nwRxRC6eAoA3MF+nJxM/6FhMA33UcGWiDagNxaooeYD/SdqVT24/HjsWOFxOjoiQxs03lgUdIAdi5587GCdiRFNTH3S7H3h1Cfcwh9Zj4u8WyT74U25uNr6ybf2bQSfMebOIZ75ePnTChK0Q5ZUmhYbembF0aHi5Z+pM+R7IXrA06EjZ0wKjLuVX+VdvDDthfrV2PG9878ouyT6cPy49JpNCOQ4zVNS3ag2ILPJQ6K9dpdOrhddxIONFoJpW5wqaWFHC8ANQxOiDfhUDBLnIvFLkEn7gn5lGBIp0J0zSOGpvd7pcGNFUKhXe5FxLEbbEIuF2l8shyTmKSE4CS5dDrkeHl92OyZlDrKF7s7KzOEtu5tvTfhy1M+iI+IT2w6gdOJcFCxbIypA+Ya0CEkGYksZORsGDnOLiynoF6RC6A3N8ekKmfwvdrVveQXs3Y85s82cmkjoMRTJwkqwUbybmHTQ7sHLZExtdGn9cpdfbVeyFnaUj4A37JxguB9oTra3T6wGZJot5aNWRAjfIWEXecrPFaDLh2mH+KB5wmlQCMPFsevvOAR/6rjvaOBMKzzwlqow8HWH7dc0tzSKrHb2KKJHpC5wXs/eSELG1iwdS9m3KwTy42/UGg1anowplOp1SpVKr1XgccM+3tgbBP08RUMOkWfRPsA3vb+zNM0SvVWMXBp0eB2g7XqMi6T/++IPsV0cvLU32hVeBC43hAebcB3xGoWjCV5YtGB90wly5lDQPdyx8IsKEzRLJx1Fhk6rmrhkCYUaHhQsHJnkKj8+cE3Se7GnLI+gMFy1eHHiXqo4O/yr5+Q+l5e+lM7ok+9R8K6WZh4WFtp15DbZ8lrSefvz4ce5/qOCO2yUEDzFgGMGE7Zi2990N8h1LiatiJZTHIKG6YRAZPa1UI7LVx/UfRfFrL+tYBlQkdgY4u5gwbRSHqddzEjpeXq8XgKIT8pvYlMgYkiBT5kzeJthSyCFKi7N+zrGw/CalArX5tFr1Jn8N2c9e+SDolPiExgVqCwvyfV5PACj6gJhoiMYWdVlNQ2FFbUVdk9Zg8mtgtvZJmH0bZwM9lkO6QSar/FkktjRbzGY5tYFpM3Cy4O7h5/yXMIdgrLCNUQPtDLZp0Wi1/er/DMRYwQyXSQiOGV3+GgpChYxKIfCaxbBfL7/30o3hD3gJ8HsKeCm8l2oDD7iCA+Va9vK8WPQw3QnTX5HHhnmV8OmSu9IuAkjwvKE/omgfndZGi+P91U8fOROxE6bmfzWLBmy/njgZ2tvr3HMHg46OA7QfX/wkVGQkSUoXLlFZgwq/2kiSwiuJm+moSIGVo1xwf+IrkREjK4nZWvNfDanPpF96/tJPo3/Y/+rebWM2vTs2bsm4+bPfnh49EXufNElq7bWzhpJOHmj6g2GRwsk3a9LkweLl2VipPNN0od+ydeq0oPNkT3tvCoUEv//++4F3qfP3/pJxhmap+98UGEmw7TrZZftyEtDRD8Ytm9FZTPzbb7/h/oeVQAzAOVAc+z36hYoAxWDyJXLQkUyYgklEJriB+lW7QAiH0DjiJWw2xkvGDP5VTy+dEBwWkNnRQbXJ7DYQplqjpsgycpiYpFxyEZbJKh9SvFMAXuKv7DSTAEZoJLY9bP3mm6/53DeOWRF0SnwS2ziGKmZ+9803PpyaDJlEmCRzjQ4ETWMWC9UeoV0vuToHiZcDJMwOyY0j1dyRK5X4CBo9ODyv32VNl0YkhrAQINVlMnf3c+Ka/rtKPgTjGH67qDyIqVqTWqPUGxxuV//ZKP1cUHbZCWkdgJMBjxue/P/85z+PHj0S6+M0f3R0zYJ5cpMrN/naqHaPSqerUyhHFC+rAyQ0hT/HKRJwPCzB6iadNLtdEuO1C500DMd2qfaoMM6v53riLECEtkLfJer7sGIbuFM3QrEEAzH0DOgQAL6YdzS0qGr+5czHWeB4zXk9eG0ZszLo3Dhwu/bsl3zYrPCGvlVNRfq0arEoaLJajRYL1ZzV6vArAIB73Tkifd5W8t9AQbBfbcozg6JHe+l/V9575v7ZUWe+Hf3Vntd2bnpj/aq3li0cP2fGhOipEyMmh4T1GjjY2wsfXDztSQkTlrZd2ufyiKghZJHPGTcj7g1CzfmTI4LOkz1tvSgQuWXrFm60z98d3zICaT6wuu/IVxkZSfG9pUe6rMKvnjOh27VbIdyY4F6p/xH5huh/9EZKGaHYrX77fxFC6Xb608C50CQTpjOQMPU6rVbLGsIOQRcyXvozdySiYJemWFzlqhY26p+pBFs7MAVAwik/7OQkyLQSZAogockXSx8zSTL3BrJrIGHi+DmYGa9F42YvHzt/zZuLN7yxfMvrq34YtSPo3Dhw2/cyrePs2b3b43R4xdnJax9tfkFI2YbmvRwUYfZnOAZmBqE5wNKmNrt09f0lQMW6uh87/yXMIRjPE8lfbDHjQW7SaBU6vcXu8AyJAEXlekrcw1OMi0LR1A8f/iHiL3FX4Jk1iGUFkfAyFILt1Tgg3EvZYS6Xx2mxW1mPfUSJiPFSqdOBwVi0k/O+cVvyKgz+NRgNXCWTY8vl6Eo2HZUhI4U3dG0ekodq5ehlzjrH/a3RavQiXihY+WtCGo5CDnCETy1n6q9ryekZM0VUlfxaPXbRnlfXBx0aB2tceCg/P4+zvZqU6rrmlnoFScU2KlUwqtCkVGn0Bqu/VsL69aTC9NmHYyaHUzb3ue9Hy/TYlPbM3VOjbp948fiXr3y+4/UPN7z57vJxi+eNnzl9wtQpIeHhIQOGR6LHiEmh0ZNDZ0eFLosJXT+LFsSPLA879V5Y4uawsl1hls+fFCwD7YSUrxO6Zcr0AeLlzZmSLNWBUdt3vvQBfogIC+tGdydmzt0RHRNcwjwQE8vHuXKlJIh6c9dwihTJ5vz99VASwiL/8pVPuiT7fL9hXJeL678P5Brl6NKpCrneAMg026wen+ehKLvTe/9PDimXvMzNhEnV3JgwnU5K1XnUwXrpYEKnEEXnr/S6RG4nRyhV+vN68SEq8iaCu0x4H4MaRjT8iy+jD1er1Rq1Gj08179gr5dd6K4zSXKtc3Zj+iP9XLxKHqjCXVpavLhr3AK/dr+yIejoOED78iUS/Ny8cSPayyNqynRCZm/hlEPDy+EhzA4BmQGSqqJapbwL4SkSXmiH02610WX9d5V8UMZtC3qnOqomKjtotlpadHoFwMdidbhcrQOuEeOv9+FxOu1CC4JSezj2ktUvcSfhiROeZyN21LOC/JBPQQgaeDBhxMzQaLEYLWat0aDQaEY6erBGZI5TvUuqaEkLNOjhLGaTSJyn4AAKJ0ZXQx2OhUvwoE30vBwujPBSCBD5SIpWCHuJcyF5DaF+ic/irvY9WUzskxuHM5mtVkBF0CnuT2g818DNcPPZr9C7zpk7Vx4ags6KQ7PNYqnr5MnfHS4iTK4jL+qrNtc2U4lV3AlKrQ63L0ZQVhRcvXp14Jg4fdrEKQHL1gN5TQoLjQwPnR4ROn9qaFxs6Ka5YXsWh/2wMuzienInNuwZTnQcuO1dLHHP4ejZj8XLn2OkRPToCVMu/dd3v/yvpEhTuHAZc9252fNmh0sqRuWL3gkuZJ6ZNS9cUN3caSEjCpkzoqTtH1ozPvD9+3s7k30YL6dMDp0j1AAUiuYOP2GqdQatgdK2nSJy0k9lXUYxn1AlCvRGilIUHvxrFr0vqNHt8bAOs4EIU2MnPWF3IF7KtcW5Lg8TJst3SJ4Tk4EWxM0mt9vth8w2bBkdtVajwTa5sqSUXW618kacIvETxtnlLqmAoKfXlSmbzVJcXJyenp6QcOfixQtffPEFt8/aN5ZefeZI0AHysfbDqJ042lWrVtlNRo+4XiNkw0OY/SFNp7aqf3Zg+5cwB2WMlyw/i4eCAhJcLp3JrNIbtaR5RzWeBnYtuPa3yyz4ChwFrOKQlT/++IPUL8kjZxZxhnogqM/3eMWJAe1XKu7jomU7vb5ZrZEcLC1KjIP9V/B5cqMEH4VSLepCcvwP+jc6fYMeE1vOnhMaC4yO9GoVNW0DX/QRWnJhVQ0HiNRAC+a8GmkVsejD01ZPYuzl1hgo5SfoOPcntBkzpMRhuRSy/MPRF3cGHReHYIdHb8XBf/TRhx7/zMIvxqXE3A13At4UgglUtg/j4Lx58/h8J4eF7Zg5pSc9Ah+mhofiL4unhb47M3T7/LBDy8J+XUMi5/kfh2n2B4ceB2hr/W7pc7GL+sHL/VOlz0VPiPr9f74AYcI42ef8rPlXZy+YO3lyYJusiJwyZDgcrmKUafOXTJ/UmVS+JPYxlXeGZmvnSavhK2d32X7LT2MC8RJTjLKv3vjkHVIDSE5O6vCvkgMvJTemP3wxMMKq3V9GnBUsHRIWYt5Pjke7A6yIST71qxyvhT4YXaxGo+ZVb7xEkT27bHJtcV4llwXiRPSX02oDsBrF1ixizbQdmwRwoscWJdP1opiviSET46Ct68adLoffddmnKog/X4l2h9O5du1quEj8nzs+9uio3UFnyP7t+PN7cagLFy60Wywet2sk2PLpEGZHoLaqFMb5b6bPABotoLkIL0X+MvOMcAt79CaLSmfUGgZEmJ1Kjx4XHmRiI4PeKsTzAZac2oO9YBcG4b1jj9xw3RhcJQeP8GNrjo+E1TQpGpVqrkWF9kTXgf6E6ZoDA4R81uNfIlPXQ18X3SAnJ6L7cnVVCh3eWk4DbWF/+U6dyfg06yL9hQzd6dJly+QxenIARRx8ZWPQWXFodvb5Azj+2NjpbX7FKhJ6paANA+txcfnd8+fPzfU7bOdFTto5M9K0ac5vi6O/mBt1fHH0zeXT89bM2D9H5CxHD0NgZBBt/lSJn7Nnx/WKl1umTOd2mDV+OrMl2zQRixtIcbPGx/LqOZHn7HmDZcJYsanFkyOfHC+LF76zKSq621wged/wS2J+tnK8vP2HZ7r8KSLAy526n3b922ZaOv/552Md/jhwzLdJrUinB7cBCFlkUuQgC7lCsXYmIirtchK3UB9yk1yQE0RK4e7AP67pg9m+xWzW67RGupdNUjFxUe2RYjL9PkyrP5cc22Fno1/lkjpqHWX36BwOSv149OhRe3s7PolhVOQEcdaP5MbEdqz+wM4AVfbWXpf7u45u5LXgAM7S0pJVq6VK93/yfPOzzx4KFYK6NouZCLN1ZAhTwN7THxD/JczHGlOZSzx0YCGTiGLFs+AQEfsuj0elNzZjIDEPaJWct4ZHW6SqGPAEcTEg4OV//vMf/FmsIBB44ll2krbJcHrkOF7RZDE3q9Qj7bHsaWBajcGILkMou3rQjBQYQOVofRyig3MPXBPXScvnYnWcG8X/V3b8mgPqjPNiUDddo6cmhinvFA+yzeEARTep1E+zLtJfyOTxceuYlcvfmtfpDho3O+ig+CTG5Tlqa6tJmcFowq1uoZvTJdIvXWfPnpk9ezaf6eroyTeWx6g+mA287GnfCjibHfXXJkzPl2HRYuoQMym8J16ujJjKTbFo7JxAvIQtGdt5S8S+Pe3L53fw+zPHE5ECFweLhednSRv8/clEkK7Mns+wOmPmjJ9/+Vk+yE2LJgw7Yf66iaBxeixFflZ/2yXZZ/Niyb15bYcUopl2gHLPt2/f1kF1H1oxDKFnbNHolFodKM3pT8zhHBlOE+Y0Dc6pkdWH8B460lbhMMRfdaKPpbGpvR0fsQj5DgxbLITIUZcsTUMJmCIlhwmTd8SachyYB2qlGmui88bQKfwJj0hYyenAO5iHmUxGThSS09JZBgf/S9vEgbHWYr/dLwdN0UmJsteHPj/EbbVhzPKgk2RfdvX/KFIoLCzMbNBTATtRvnPY8ZLzhv4lzKCbv7qB5LTkORGHrVKdGPxnNltENVU8OCAlu8vVrNU3aXRgnf4zfcSqgY9qHzhsvLZrNps9Hs/D9odcFxKPB552PMKY7rHg7TDmYfHKCI4ZB6/R6esVT7WyIa8YKtQasxVjrhDXddoNQhXNQ5ng1OggbUyZ0dvIeT0BCT6dRr8KXTU0Eboj1nDreb6sXe+fuY/4kyVnTgEvtQZj01NRrf8rGrmk/KA1++2YS899/vnLm8FmG954J+iI+IT27puUcXD9+jURI+HAMExVnr2uM2dPz/JnM62ZNvnW8um9gqVsJxYTqcZE/LUJE1ayMyxcLOYunBwZiJfzwyO5NVaNWdINL2FfP7crLDRs6oQp+0ZtC3z/p2f28bf2x8QOFg6XRdAep02aNGS8/DxmBu99+/bttbU1QKUDBw7IkLlsxsRdK97OPDhszsw7uynekkMpbnUN9WSPJV7390rvq4/R0jnmLx1+nROTlUpOw8BnDJBSpowQLff5WG1YWpBlpx//ta3Vx/qZ+Jmij4wGL1Whavf5JE1m1iDiFG/qfoXuOkt88DtyxrfbH7FJqR8ufMECxNSo1ZSJKbT4OjraOUtdrVazKkhXwpR1Fy3y4juXj/HXjhFLVF0lxB+KYY4l70SRGopI4eZaMG7mry/sDTpP9mpTJlKZiYa6OlaMGQkHZrAIM+gRa382kz3t9FDYSWvUr2lvpOx73O0OPEFCUqDV5/Z6AJbAS0AmULP/XG8WThfrAlTMXJSLxeXuIPdd+0PAEHZkENkuNnJsuoY3aoJrGgJqWyijp+Upr48Dt5qUah3pfLo4BoDLh6E74qhLln7CCyQvSjy4ZAusCOlXLnJzqXFRr7z3pwbPFGbUHPzmHeHITPaXokc1WS0qnb5Rqfq3pk83u/XSt8L5I4Vfcp7spNCw71/6GGx2I9hwOCy299UNxD/79/Nc0uF0nDp1cuZMiUzemxZxZ8Vj2JLt6jsx+HxU+F+eMGGXN0hZP2sjo8GWhXNWysvfm15d0xMvYRf/69t9o7b2+qd33lwQKlbeCxcsGxQf5ixYyjv9dNr0wbJl5vwla6ZIIlrHjh3jzBR0XJjkRvjrT/Frx/K3h4swi74kwSLOgPt6XZdkH3As7+6Ldzvfj4mkzCCdTsPjl9Vmb1ZpmlRqC5U26+wweVwTEEiFrWnp2Z8RzD/LzObzedijIlQxW4VquoczytmpKCqLkxvTEZhLLgjTKZbOOcjTH7GJD5AXk+RBdFr0/IBOBldsU6VSYeCTMn1YHtPWiZgs6M2Q6SdhUTuGl6i66sm3d129YuAsLi5avnw5dTghkw6+vDnoPNnNTj93YIaQgc0vKMTZcr7V32aV/F/C7Lw527nItZtnZAFsSUHIkmq9U6ieiupL/vUIa7NGr9IbRdpdX5ulzGI8d6wTjqcJz5tf8ZJcl27SWheL45RO3qdfbqiXmPRzOMWVSvY89chAsFaDAnypRwviPse0l+vv+J20lKvI4C0UerufO2dFSeV+2lvx60DOGlNv8J5OjAe0WCkt3HAF1VbuTqWiupRM1L2i1sDvGSkr0+3CLaLUBiG69S9hi5csCe3xOvCXjbrs1X4dtRsntWjRIgziYMvYWEncZl1MRMLA2JIteSUtB0+e9HcgTNgRf0HvrVOmR4bRzCIsNOzTlzb2ypCPtckhBKjTB79WLsdPZg2mJOWpWXMni6SaRYsXJScnc8Qgd1zoV2X/2ImTp/iH5h+7K2Qqj47J/+JN/NstnLJ/0/5MbsnoaDrmdfO7rMIbf32d97VoemcS0MZFtHSemZnBw43d4WhWqZuUKhCLrCEpAtg90pq4CN6QOK23eHWRCU7Kw+zu4CU2k0BEelOMj37CtEuOR1HAWvJDBmiwS5ApvsKifDCriL0X2zSBWlkkhLUxJcKUFsotct0frlGIlwj1pIy5Vp+3rYcfpr1r5XT+FZfss8/2SlObMXFBp0q2U88d2DhmhdwfpmVmckUGz0gQ5lPJ9OkNP/4lTMko98RJBarMmGz59UIp0thplwNLWgMy2oBtFptdazCrdEa9yeLx9qImxIunFPooCEpk7lgERLHiZYcoE2kjEUjBlmLlfThLaVNkIKa0drtYug1CZGDA+jhlM7WJECBM/9HLiCpIHe3tHZha68X6C3q/Xs8dVCktiwwMLzvYh2m3aY1G7Fqh0eqMJnRemFdTB0tROpgQ0As/4C30kk5yKbd2DDI/6KF/ZVwndsR4+ZSjW//89vNvJ3riJZNG0LFweI35R86L3xATkRg3CLZkK3yP3J6Twv4mhAnbMq9TvxNN9NVzO4eGl7Avn9/ByeYLB6nKXr7onXDxxVWRUQP5fOOSuE+nSblIu3btam5uNpm7rC5xPBXL5i9ZvHjHTtKc2bx4woWP3lL6ldhT9r05NSJEPvdv148bOGTKGT2R4aHd/gS25D+l+JOMWCfz5MnfuQcDpbSoNc1KlZHUsXh93CN7LFmqjkhGiszsI8pIqKaIxSYLy3eIXw0sWQwCpBI/HtYU4vU+ayATymQol5jk+o/Ygkaj5hwike/jJHF2yienbTJeWnvwqsj9kbbPuUvyyn6342elOK6c7vMnoXN27blz57jdloyb8/vz+4LIlief2/9BAFvu/WxvWXmZUzhpMSx6R2Kh/F/CDJ6x99LtdnKxGOGy9FcocPe5xioTplpvMpituCt6foYza/B0iFozlBjO80HgJdegwQOFJ4vyeiwmPKoD99H1uI60IvBQ1HtiQSoglggDc5Nsjt7QpHzadQy7VvAxO6lnJkc9uhoWThdyvo9wlJiWotnRAsOoY0lRAX5lQlqjV2lUWhG5bsLFMhuF7CYMP+DYtAYKgEAnSEkZIoIIFzewnkK3u+Uht7CPXJcWwbFNokzkvyvjPe3ClWu94mXoX1b6sh+Lmigtm34wPeJ+XOxg2ZKt6X0paDPoZDhc9m2cRJiTQsK+f2bPkPGS7ZPRUt3G96ZMHVos5flZj0lIvzdv0ZIIKVj09Jkz+r5Xl1KS7/PHfjp6LPDeXjVnImfr4LXm3XdDhVPa9OsgSkxyUUjODmv6oYtrdE/c27zlOL+WUcKnFLe5c+dOdkiiX1Jpdc1Ktd5otBKPSQpC/sGC6NHpkooz+kSOJBtreotVHhpBHJSJQ2fPdXmkusaiOoYoe0G+RM6sEfRoDYycDFRK70wpEvU11BSNqef+3yc064T4sZEV1+W0dFm2iN8JWDe3iCKK0sY5Vko2n79yOv3V5USP3urzygrheXl5rNAeGTL5i9Hbnj5bgmzfH7Ncvk/27N1bWlbKInttrSIFdpDQOHAl9qAQZrBKn/ypjL2XAi8NYhHEAcbAg8NE1JdHsbWt1e6kVXKlzqg1mXvWJW8X8dJCBpxzxknykXPGgZfAKrwvFCEMDqekeDk0vOygsBl0CEyVXrfHg6cL5GO0mHVCtqKxJQiRgd0q+HCvRYlOVKWI1kRY2dJCs1qjbfhjA1o9Po/Z1qlMWNfc0kAq3yT0jQZhIVD8gF9xnM0qjdZgBJEKHTmT1Y57gOaSrT1uAEkNQNSellyXAmL/xctejTtSLrIcHjLpu5c+AonteO29sL8jYS4eRzywJnry0NhSNm4067BW2wmWfbxAwsuIkMnn/983T4iXbOtfk/w/gyr007gkLloEAE8PD69bvKKvjx2dIWWixcXFZWZmMvn0tbqEPm3ZMgrynL9gQX5J2ckzZ7d9+OHUqVNlhDh67Od169bjhxNbBuHAhH24lDBy9Zo1+Pfe3s5kn7Yzr1348K1Qv6v86idvnd3+1sfL6MMLFy7kqTEIE/0Yuia1To+uFqgXSJhSbI/wZEqK68KlyVnnNPwJn6eoBuLgCuP+msUP0ZMDtrU6LRGmv1A4F6q2+SFQeHoJmWjVjx0dIuuHec/hsGmp8hoR5h9//NH2EDzs5DQHrtrjEJvyuzEl1JQTzAMg08pKnnwMrLbEO+oMAQWyUgCnIzB0E9vZtWsXX51tr68eaaT89YW9n4/eih3FjV0Q+3an1NXePXvKyspwpdwiRJYIcPB4yUEOUrjX4yDzX8J8+ub3Xrok7yVl2dg8Ig3tsS1Dy99eMIy9RWdQGUyurnGYEoc4uOajEXeRUFN/JFfOwpskEabX44b39eb/HPgp4B6z2OyYN1rtNlGmB+RjwiyxRUPB3sGKDBSeQ7WessWlluHYHnIfUu9EOT54JAiz+14fH3RrdEiBkWhwO7pHf3WVAR2tUt0smqtRqdZQRQyrmCpTKDstrKPvIokPFzYLcCXFOa2uf8+wTLb4t+afhKA408CTTU5P505196vrgg6BI2ofv0bequjwsCckTGay+r3B58MntFWS1zB08di5w8KWsi17cz5v+bvYWQOHzN9mSvR+KGZGryvp26dKEQ6HDh40CPedxWr29r26hFGgqLjIZLV0q9515cbNvfv2X79958o1qp09c2pI22DiMGHfrCNJzI0bqWj1j++Pu7lz7JG149+dO2GSP+JA1mSQX0uXLlWq1Zj8Wuw2LqhBkKk3gNKAXt3E3FqFUqW0AB0Q/Wj1VwDnJHHK9/EnN3FgAK27GQ0mEUImakS6BWRy8gK9CEcBtCC6Nqm8i8fLqUbuNlFIiIuSdyNM7MjnF0pi/6d/g5bezBoYmcmoGVhgyK+oKZKPXA5MEMhl5HcXYC+///47N9o7b80/89zBYQfLg6M3zx0fOym0e33X8PDwT3fvLi8t9XncvieItwzMHZDrlffPqP8S5tM3ofvtpOAQIUME7GFv20CaRYqpdjoVWgMg00kKDJ3fwsPCeuAib87JCmCPHnXgKgs1dYPQZ7AI9/hQqpl3HgN21eYF6gDnyJRq9HXAqnpFS12zgtgmSJGBICulVmeydsYPoMvi4g545MX8izLoWefS43EPD162E9iDtHVGo1C9VtY0DYjrmAa5uUCDXOaPWxXYqdBocS4w/IBfuYUZHfvhRoLP+saSsgqFStM4wjXf/zyGBknPzi2uqJJb5lbCXXStMROigk6AI22nn9/P44jy/d61LgdoTBF5HwcfEYdsts/D5koZ2KFrX18+vHg5d9zMX/7vwJxxxK9oqiuz5w8cMudNliIZkuYtDnw/c/4SLiEUGRl58eLFborEfa0uCY0Oh95o7DaT5RWcFq1uxYoV7GkcbDr5xY/IUblp06bQHq8lS5Z8smPHDz8dXbVmzfwFC3bv2XPp6tXyqmqVTs/dlFKrVfjdC+ivQG9OofbDQxsjFtX0cTrknBqWN7f6ddSlxG0KVKdVJ5HiZPSRchE5ChykNadHTw4aFEu0Xi9tjSsEEZ1yTW2vEMMkuhNCQ+xCxFe0Om23VXIh5G7mpmanqE8oumCKL3yWGJxNnHbE6+/sbmWvqezPlCukW/0OT5tAa04vlY+Ew5/QApmZGawHFT1xylcvfThcbHnshd2gVvliLViwYPv27T/+9NPt+PiKigp57f7J8bJ7JdA2X//r7MEhzKEuy/7VjbEfj4CVIiEpXdxqH6j3MnAjeA4VOoOC1IqcUig1eS+9mEmJfBYd7ijczSKv5xELFomQTHJduv3ZJUO4ap1ZzB7M0JxB54qehs5NazBiesmqnjhgPOBoEL1B7xV1ydEroZugCEzz8ERg+vNuhj/uVObP/v2Qog61ok7RIvhT8d0PP06ZQvVZ5s6b99HHHx/75dfEpOTq+oZmtYZMkComAn+zFXacy8pVqzDw3b2fzJllaBDOJT8yeluw2G/++BlPZ0fhIbQOe3je1CchzAgRVHB3c/BBcWhWtCNsqpBbx2l8PHrD8OKlPHZvfmUNFwBCcxUMWL/owmxp9A8M48xesHS+IM8NGzYUFRUNXJEYAzdoRq3V1Td3URjGnY9n/Mz589jm8plDqSyZIXTUuXj9O8uXf7Zv3/kL5/Py8wwmI2gMMInHKj0nj3cn5ryqOgVNe8lEF8SrV+hhNDo9MNIpeTM4WNFDyzEOu1XyO3aW6ZERjj2ZQijDyUqY1CACMrEdk9BFEbGpLqIaIZZi98dGoh/2icVxf8aNl2PaW0UpNzkOv6OjHSjL8WnM81z2ET+IFXaf0+kUGGlmwpQUXfyEyXovcmSmrKUp+znF4r5HsK6HwdUjxb/5OCwTF/qjjz7k++Hj1957Qra89MzhTWPieGuxM2acOn1G0dxsNZM0Ewa7IfNkd5MyjrskCEiVB/98hPmPNaYRVhCixXE7pcW1Dl6yxuVxt+gNzVq9GVvAbYxtelwmURlWrdUaad7nA15yvR6uBSnWiO3eATtLuxl76sTqg9vhcpisFkwvg84VPQ2dHo7NI3L9eNYs+hYtCNMntD7k8u6ilNjQ4wRkw6OHjkYzMoqU3VZ+e/1ALZXFVKl0ul+O/xoTEyN1NRHdF0omTZo0ffp0zG3j4uJ+Onq06e+ln/nxjp3ymZ48fYbq3TcRbNNwOXZRUPBy7ZvEt1MmRhwb4aLnQOjIEEKrxVPCn4Qwpwon5vl1wWfFIdiVDWHsg6W08eeHnjbely14q3N1eOqEKYz0MYPRL1oTKXlXj4sqP7kLli4UeLl+/foWpfL/Z++9o+Oqsz3fv956a+bOrDfz5s5d7747b9asubcjdIO76YYmOKqUbcuWZck5COdsy8YJB4zBNgZsEwwG3ORMw4WmSQ1NE7rBZHBQqnByqlO5FGy619vhnKNSdEkqqWRwrd1uUSpVnTrnd875/PZv7++3X4rEcBnXDNPfzWEB6E5UtZkzkWb/ePO1AyBM9QFUJSovL2/041UlKMlAlZylDEgyPJO5JnLarcPx4nSzn1ev4N8m2BhZBsiM05dCU3L0vIjarky6syrtOox3FDHG0LUHm1WpB1zXVMC9NuwBb+Nbp06Z3gRJOHoFkLxmTW4XXg8O/gmpwSfsznX4gLgqatfJbuADDgHvf85kcpGn6Qq8cDLTzuj9Ycjs0sOeWaXpFoWm2YHI0W+n5ib41QOuQ9Pia2c/deltA8PLm3+1buJ4pzvszkOHZFV1eDsez6W+ZS/a6RcJc0QFQBpPpsK2xRaQbN04gP0PVCkZZlDRFNPSbRs4U7csQVYFAB0dM3jt7e2Al2fPnuUV4Yyq6X58FhMa26DDVSIaj9nRiGlbXA0YEKW8c0VX1vIHgrIcwfytY1Cb5GsLWT2i021rK1wretPA7PcBpY+AqSLw63CuR/MFHL5sQzDULIhw8T/+8MPTXF3xzdWFH20sjd9cfmZr2UsrSw7MLVpUUVjW4bfsPA7cdhsv6H83OPODjz/J/Ha37t8PR+TEp5/zfz71s33DjJcshM4PX4Fvx5UrB/mGj152892/2LbvivXbr1yx7upawOb511XXjJlaOa6jjL+8cFClmFOKEdGOLck/LvY3Dl3vzKcmjSt7/Ed35BwvIe74+Y0FtJa9YuVK77DCv7Oy1i96pWa2A6iFhR/NWsB4uXbt2pAQUlW1X1ckvP5remO3aw4Q5v0PPABvu272wD0lZ1ZgO/mf3nv/tFvR7UX21woHMoMhWdPC1LLENxG3ryfSoZGeYTLuwScWN2K5ZhjoTpZEqmhKUgl9ynP5AaJjtrTd3pwI0V06o0ud2jyxFd0wOauAd0a6C5i0aI4imbIsS5IkCIJKa38Mw1hU7/SqW5mQ6WoXZWKm6T1lu9WkHYRJeIbaSpyeTca57JOM9hJvvvVmZSUWXUwdN+muUdv7xZZ3X34jt/jBo66u7vPPP8fG21whZY9L5Bna+Jl3QM+IsIe/SudHcf17GG61Hq6PE16ajHwD2/kwZzDtiKgZAVltEhX09xHlQAi4T2Xbgm+//RbwEuZutByPRjYk4dWX+0/34G53YDNF0wFfASmbM6sBh11Eve+gFSJRhbltyqmu9Hp8sDjc0e9tYfXdnPT4MMHCJD0gSMPZU+PKMUmyrj3x1FNc1QOP9VWF721AtuwxwjeVizvK6reVvbraKQnbsWOHqKjDryg1FMF3tD17b/FwC+7dH318Yjlptuz+9erhxMuHL9tTSDmu8qsrS0Y7Hb79TaUuvK6mZEJR96L9Hh9l16KIYqGvYDCEWU1iiAcX5p8Y+xVbZjq7aProqUPBll7MvxZzgzNnzbrrnnvgB/b6gcfy7LQuITa6HT2zXLwUJdFbXcr+igQXdlHV6gOhLtecL06eLi/HTOmJg1cPmDB31GKH+KOPP+mU03eOfp2ScJuAu4ai62HsfHF0inDtmBxGGCxZOZNXz1kpyOFGgDvbQsKUJUWRXQJHl7pwOKyReBGbmFM5peUkQjO71MlICH6Ffr+U3IO/PXfuHBMmax/RMjfc4ywJPgXvC1Eq73RWt50uHpJtZ7z0Ckcze8y9RzjsOKRzmSj3mDNbJrEaM+Gt4PNOgO9+8vTpddRXhRfkX6/Khi2fuHT/mqsXOmO+uvq555/nLHFr2/k7uwcQqTTKm6BaJlmHZPoZ9U2YLE3fNqAc2sXob7hCDVGSVTcG6aEDpATnqhG2BVX3S0qzKDcLUjAkcJ3J3+nBawGsKBvDcs1+uI23taMjD/yVZughSSLdoeAIz3RRj49shK3OPT4oeeZ6kNHqEhCmpsLVo7+EyS2NblKXXc6jeGnK2m+dCyaxtNIf8CqXnEBiD3bvkOpYfuJ8AlY6CdSqqT797LOssQaPlZWFb63tlS27x/sbSisoYbVmzZpT9fW8+NXfO8gIDNj+Yw8d97irmHooqsZW3Dtq+3AS5qTxWAdbNLZ06//xJMTkK50pQM2Yqdn8+apr5vcElj7fhMKicSUlY8qBJyddNX3Kr2ZPv/z6mT9dufKfDsKn8Iv+uqxywIQ5lzLdu+bkHxqzj0WOPDny3pDiJcSOX6zLPB4rr6pde+Vi/nl7dvpF78yc6/35hg0bJNLPGcDqEhCmpGrd9Treee99tkZ9dfdAlsg5HrsBm3323nLr4PVAnLmwKMmappum5fjTIV8xv0WJBlkNOMb/SeH1zgAEsqqzrqMnHeulA/zBz3BroySkyq7H3JgDr+fATiIKYlQZLvuJZLz9bNu3f0NR6Gg0amEKNMpiSfAzwyo1KeAVngmwiyaSZTkGQOGOwktPkj1Ty8iRXUq4OVtSLko4b+sasrM6KFCpahiHDx92ZivXzHvuktv7Jkyv6vLWA7edafLDjuXeCmfNsZd04gDx0l2+BHCHGQJ2RXVYtGeoNPdImH3qLl6M3Aa32+D5gjLbJuPlgPe8YwqZTkXj8XAkYliWhjJECteZMGHCDwBXcAIC1vY3Uw14yY48fkGs918YojcAaUFJMayOLnLYySpdgOA8cXt8IljYo+uRWLS/vuHsvUtKGibL/4oSGlhk77cOuxFYPSCgmkcQ+8TloCyfamj45IsvTnz+eQCnCZ1Unk5lrFJxe+bpxqbX33zz6H1HFy1yLjKLKgpfXV2SPVt68fWWsnmTEGPmz5//wV8/4or978CKOWz/719/vbq6hvfP/NHVz11623Di5cwxrJXjW0Hgx1Hzs6W8PeXjSx+8fFdvf7vlymUlE5yCBoDJ+f+2adU/3lH3n49579NHFI/B5NWdg2j2WTcFE2s15ReG6Lp1wDfdbRsH0htqvOSYPK5Dc3IBMW3tNc7a95Hs9It2kWVPVVUVXEDgWgR4QtnL/q0uJVNJVTe6rz7A4H/wt6iHU1pUEDza1Uoyy/jrAWz2WbJkyeBXNzrqeQJOPQ/QVJgWwSmbh04TJIwej3MLeTLekTn01s3JR1JR0OQR/qSdHnw1hpcBW2I9pQy0LmLADzLWVaJwCi5t88OANwEKOnuu/W9/+5adR1paWpLU9WngXZKc75xj4XTOsr0FZxJY15051iK2ZENzwq4Yd/o4TkDUxMTa7F7OlsDSsdFkrXguy4wDYybjkWgUjubvXnyJFU1hRnz08p19EOZyKvA+/uhjJ53OVs2m9Cx7+fXGewMLoGHLjpA/CCaLKVna0VTe1ucncloV1fjzTV/f7XAKAlO4nIryRJYZ6albkJfRaQKV8tLpbsR5fPYYMFB5rgenIamHtX/7t7+1nz0L5yqeaaoCr+l12yhd2Yrt4aidzmbZcDrAFkqa1hQSvTofp2EZUQfjjD/YPet1mqzAG4Ohb+ob+qtWBC8+09BUDwE/0H/292oGF0O/IGmkQs/JRtgzeOnQ9Raa+RJe6rBPJLj+wLXCDkfIKjdOM+hO4U1gKViREqa7cOGAPxRECWC2KRBowLL28wPPGZQhCjaFhLvvvfeGzZtXrVq1sLa2uqYmUyEZ2WPixGXLl++95ZbjDz/y+h//+M3pMwCicE3+6JNPn3j66Zv37l2wcGHm64EPf7diIGzphbCjbFUlNSxUVPz+tdcERQXKBdQcfpfPwQTnSe44fNhTyoJdvWYtOrDMyC5nmMPg7h48Oj+o60KAtf9ru4+WzgsLfN1X7fddsYEzn8imEwpnXLIiG6rMjKlXzIG/XTwI3fV3lzqe5qd25x8gz4uXk522cd+uUQN0Gx9A3Hz5pgd/so9LIOCj7/vpXnhyxuhpBdnpF52Zez2rr7/xxhshQYBrEVJNOtnfVEMKu6qtoCjX+3tYPeGut7q5AynFtI9fdfrI1QWkoNhMRdq5PU85n2lYFmAVMBY+mDGxUDPhyPswZHILD616A7ax5y8wHLAa3KXYUJLyNlGAPVyqQgckjRMIgIJuozfn3uIkJNL67bfn/kaICbcDuNHC82GS2fQ6YWEDWpwCTsdgqDNh8jtzNaZjns4viBFP8is5n8lN5XHy++YaVHYCSpM4Jxej0uIaAGjSDNvA3l989RXcHfgcvOlXa3sjzIXX4ZrIs7976aSTV5Fhm2BIOHfzLFTQe1oKT5G1XJKdkNjdGHPFmGgygjK2eimGwcoAmfTI/OAZM2WGK210MYE5tOGooMNsy4L5j0nLBF2zZ4yX6RZcRucGOi5Cpn43r+VN8Z7k4CkwXKOIozTKVbbASQR4GUvEYf4m4PKABmdNr9vWDudSGggqHInAVCUSw/kUYDBMBZtQ1LGDNODnb+obP/7ss3fe+/NLL7/820cfi+2b2qX2+4tvTh697z6Yni9evOSvJz7p1woL4GVzfWOwvjHU2ORvQsgcwBWskVopKZmf4qkl7yJe3oarQ1AQmoiQAYOBQzzNSe6X5IB3kDQd9pusIouKbh8l4CtM6lkR6Ay1TAJenpeEWVMdENGrlsx8FPmw6XvORF9NeQ/ldjNnzpw6dWrmM/CiFVMLD88vfm1AecvuEd1Tvn1GRxdQaWnp3ltvhbvASCuy7SO+Pl2/juT7tt+IvRjNgnjHIVxyqhw3aZizl3t+5RgLThu1oEcIXPdf7uFMIzxWXDOP/+q+UTuqxlZ4h6Bq1ML+siXH/H/dDH8+cXC669zss21W/hmyj0jc7qugUuLiCUV3XzpYO8iBBR8sr/KzYizOFot9vo/61C+6l4x71q5dK8myH2adgaCgKLH+14QDpYRJ3rzH+pyvTtfPnIk1osfrejX0sY5fderw1e/sveapLdcdXjVm64Kx11eNz3Qzh8c77/65Pofaaxn5TLiWSiqtmyOGofeNZzfMhMnJk5jbJ84pFLgxKWT2wz07QFFt7qOVwAoDybCVG8aJQvFx9uzZc+fOsrjK3//+d14lZ9s7dHZjE/MEZhS5gNPTF2JjIHeVvGv/uO1qv+MKeCqJvTtkHpdRq+kkM7kGlfvcybQowq1J3FjkKA3GYpppwn3ntoMHef+vvnphj4Q5g1ZJXnvr7ZN0X24MCrKmA1R4+aIBECb8OXxtOxozwjbgLjdiwTdUdIOaL0S4LQJYx0kyNO1pY7Y7Bse9R/4B7DsflEyLOg0+JN2Qdp09qTCDc2Vx9BSIYeeaQY7hbpCKpfvQ3Ieq8X+qrCVOFgqo98jnEVYyWxZQIhAUIFMYpmZoRNhxEfM8aIAtbUBfHEhok83J8KAoNtLKL3Vn4/rsXz75dO+t+7ojUAFp4CCI0tWjtKzMe766uvq1N9/K/vpz5Mhdf/j3V6SGRqWxUWxqbsZKxf5l0jhbCNcuHa5bKJmL9a5hy4SrFFxqUqkUIHqTv2vW8VS3fsn6ADs8hpoCgUZ/oF8dlJ2upc2B9XUbP/niS86nwWMVVkuW/KWu9OvNZf4by4zdnWBP3ln2YV3pk0tLbp1TtGRKIXVd4KOmzLdjRtFjS4o/3lgKQJgTsOwSB+d1bTXP0pNo+IMVA/70/oe37NsP6P7vr/5h0WKshfO8udkpEh53/2LbcOJlZndP3yg46SqnA3TmmMo5o6u8fV7x65mb/uH4wPASou4/PcDvI64buO76LdUIwOVFI3qhfCqpsxRNKLznkpvzgpfPZshjLvvNgrsuvemGK1Zwa3lFYWEfhFlVhInXV199VZSkJrrGwjzXtMPZV+xwNTi83uqdMOEcefGV3/PmfXTbNd8cvvrtvdc8ueW6O1eO2TJ/7MJp48uLO5Fk5mPS5MnzFyzcULdx3/4DDz/ySA4JMzOwXigkhoCzFRU9RwDqeNmIwl1WTniNNsxj2HNKC+KoxE6ulHDvRONiZsuW8z9g35FAdAvcGuh9FNbDxA8lvsVud3f9mlftETszXcszijC56hIzk+kUeQml2fIy4jqb0+uQNj3FzhZaoGQKRVfQhNMfgV7PaZg1RAAyVUN/7vnnuIa8R8icQqUa7398wr1/ockIbLRn5thfwoS9DX8OYAkYICiaADBhmLAlkqYFJLmeFuAANeBb8EJ/ljWW7RR5B7DvdsD+h1GHagmkwcizHqfIOeqYkjvCXKrMhg78GvYj6O1MgQEEJxfnGyVFFkQR3geeJon1s9jPAmMjFGoICg0hKSBj11zUVUbifCnaZ0dsSTdYuV1QdJgINQsS1eMJAJaMl6cbm2+/81AByXfDv/Mn+VZXFt44owiwh69IRUVF9XSpBBCtqsLb5dvrSjdOL+RfffbNqSyvOY8+/gRe3yZN2rll64tPPRVobIRpU30/M2mOOCTWOoohVJ9QnUliK2kKyXJ3wjyZ0U2ToeoWOO1kKfvdQXmS8PKNP75TUlLiXbfnTPS9vKrfWceTW8qat5cNBVJ2D/92lDYqoqNaNb2qWRD69ZWHLVAxQBCvpzLUDXV1MMYKcDW88pHLbnYLIPFx45Urhnl9vEt3T98x/eeLMm/rAKWr/vHOAbOlF4XjcW88u6BiwIT59mLMmRf6Ri5hTqNZLMD8kUt35QsvOXhxvPujN/2ih8g7csmSJYCXWGlDgrQNQAdUFt6SXSemU38Yj+mmGZJ7XiXna9rthw73hpHwmFxRsbC2tm7TJpipHX3gwWde+N1b7/7506++cc6y5gBcQiGGSGWCr7EN/mBTIBTEdXOUcydi9Hx5ktwOkwmZYacA0iRPSZ1X+FTKw/ASuZN+6f0Bf8xvjq3oigzcGKePcC3RU45VUDrpsGU8ip5BbpM7F09GyNYnU18dXt/KpZukcYRvSH/O2vIdTe50W2fPIFf7tENMBo9sSzqWiBnUrPHZZ5/yxa37cnkxlWp/ebre25l+QQpH7DQr26M1Zz8IE3d1MgG4DJjq6OdTjgWiAX8O1vtDAVHmBKansXlewmRfaU5y5h3DvnvBnTgshMXdJXAusNEqp815FsOJei8/aZhOjzl57rQDK55zH9+6D87zo9bluXNwMtiRiEEWrvC27BFJCo1ReFdBkoKy4pfURkH2y6pmhWEehQUWmA+PA16Kmg5sCS8IYJWFBqMIkPIkAFVz8LQfh9mxh44D8mVel+q3dQDP6a14rV+4cGFQkuFitWbt2jlzsBIMnoffzqRl3/f+8lGWa+Wv/OH1LtfAdevWwQa899ePB3AFI73fgKIqXH4D/8KlAJA1m8rJwV854dzcsnWr90V2zSzSdw8hHOYwXlhewsqZt91++9DtpQHuWy6ECIZ27NxZQDbc3h4unVB896htL11yRy1VKC2+dvYw4+XMMQwbvpX/dHuWNLjgf2/xTfCVjJ64+H/cNHi25ABShY3YUlk6YMJsWOPkVOMH8w+T3YNbewon+O74+Y35xUuIJ350Z+UYLG8oLi7evmPHI48/6Q3IZT3pF7EA5nPPP0cVmCr8jxdN4PqpYx1dz/5i7U6dPJfJ4cIxsATcSIQsdMZWrFpVUTEFLs4bNm7am0mSX5/s+1zj2h5/COb4waHz/+UzusGPnyVQbTwjX9Itg/daufmO6QVczKnBB3UsuYSMJC1FURQonAc8I9FDpgf8ALdFfisZUzoKACT38nBqjtux28gDKOV2gnt4SWqWuD1RVzSeH5FIhD0iO1b5qaYU/uU/j0QzGJX4kxkAgbBbFwyQG7wSBWdM4/nnn+fhlNn48+wluIZeVlZ2utlPtV6oHwhwGLZtz5syS8JkVaYYNQvLOsmrNgV4Ra8h6PgXA7sGqW8B+J/qAXolzHYaqxycSmXq7m8X28XIJmCswlDEOkBDkzHHKAgCAA7XRbr6XTCzoWpnONCcmSQpBiwdaUMngo5x4hY2c0nJOQ8ygTzhWZTUJ0cqNCAnPyxPvCuKl6OooOrNogIRUjTVsCBCqh4AsJQUUYXJow0hZjoeouNe6Klnn+PhvbWm6IZqxI7SwoJMGnlzLV4wt2zd8v5fPswkwy83o2zOCmohWbV69abNm+899sB5rzYffHQCXj+j3Pfk0hJOgfJjzbr1A7h2nWn2w5WbtJvQxwfOWThLaFlqID1E2Qd3i7/+xlu88dxHk3du7Ff8eb3jEHHXvUeHbkcNZN9Snvyeo/cVoGa176OlVbXlxUsnlbDXoa/At+3KZQB7m65aMsz66quumc97bN6/bewXEK7+vw/nii05ai5dBptRU1o4mFJMBvdvduWfJ7vEDGqMgwN94LKtecdLjsd/dEcN2ZQvXrz45Jn61//4tnfh2tZZv+jxKpz7LFiwQNM1YBvLtjTLbCSVMLizA/oAvXTP9rD+DKeYVMOQVA1Ywi+IlGs6f/VO9ktIPZ5rcCkjh9nBahb1EV5BEWtliIqim4YdtbHjxnUe93who07yMOxyJiucR2LuaiCXlpE0umN6TvrtTu6RDXrgBQCbIiKtwjKkrnd5Bh2xhTrxfMTtNnK6v+MxZ0scp8sot5PH3VdmWqtn/knE/RMKfBkKvPRCDmg5pOuKph2kmszpY6d4EkaP/gwlf2tqZgBeKtivautWGG72LAPFzjtZEibgJWw9sAjc/YEkGwJwrIVmAdtLZVY55F4p+o6ZeNmdMD2qbGvt2vUzMA/Bi9FbeM7j1Gais6yNl6UkO2yTazBoKRwOUxtnKtlrgAcHVgzHO9kfOE13MGwTbuUJ9UdTevMclV+eY49IbhTiJDzmUdMpM2xLqgFI6ZfUoKxB+OlnwEvNtFDsKBwOSXKDW3tZ7w+8/OqrfJ18eHExUMef1jnU8fWWDtHFG90OEa4Ywft+UcHxRVgumPlbeLzw0r/XN/tffPmVL7451cS59+4OEQ1NePvwOTx2eAG+Z3VNzV8//bzfVy2cFwcFUYKLDBeBw4Q3EAoBdvJvM7QlQ2yky6KUZDV4/jXxjJX0QEaLfYi1jgvcUsD7aovzjov9jX1zipiK4SHsLM87VXa66zX7n3/xJd62lxdO1dbO8K+qkdbMOLOiusotWl187axhzl7e3NHdM8AOnRzGsn/GYumiwemuU69PwesjzJ18louXt15+Q97BMjMe+9HtM6/DxO+y5cuBx2bOmuVd9w5PmeYRZm0Jrvg888wzBmk2xpMxOxYJSDKnjIKSHI110pTju0EylYxgi6glKqqfpMyGR0/sVAf1ocvGMDgy8CfC1TgoSYqO8jsJViZHHY+YV1rGhOlZhGMJJS6mxyKkaMTOO1geCdgZd5iQ1wRbyR0DXgY3Ys5qwovhz9OOdzneKEg8nNNuLa2ux6UHhN6SPfsNwUdESYqEV/PdV9qZnj6esnqiw43d8qrgeqy8JXhALRfNMBQNlWdWkofU8mvmMWHef9ku+M9Fi5fAcYEbt7NrqPub07BMmC1d1sETuBOj1MdEtaYsjRKhYks9KCkBUYZ/BUUjtrQAneFtk334Tro+kqxZ5GQs4ZkuDpItFz19chxO5ziMEKoLiaDzuMOEbgmlMwWgAYZNbu3tZ+F5OGEAPp1Fc6onYdUF1gzn57mxnH/P/XSoUYAOPk5ikzUweXbG545Tt5NIWJGoYlpBRYdAMwM8bdAFUtENGF08USUXhsCf/vxn7tm5a0EHI02nwstMGlk4uWOZcmsNegJn/vbU1rKPNpZWkDu213xRQA2/L7icYNw00bt2AadNJf+sN9eWPLfcqWB88ZVXB3algquxRkLrZ8+i7hnsr+ZA4Az3LsF1jK6cJz7/4smnn96xc+eq1atv2rPn6LFjz7/44jvvvd/bNfzjL7567sV/53eAfz/8+JPGoJBZbDl9eodzccGFlrqEkHaWFXR+5Asme4w/f/hXrtk4OnMy4GWXWDrJORDTx1YMG14+fNnN3N0z8XzdPcMWvBM+Wj5w3XUuP/jt8vxTpRdzHCecgj2jNuYdKbvHoz++vYZqMnfv2XPwjjszz6BnSb/oueloBjRjxgy4OANksEZNPJmQNb0ZzSxwmdi0rEwPDvLUiBthKyQrlEh07RiGS0aMUg3oyDNsyhJsa15PfuiCQsqZCGNRXqHjZesIrXGzKjsvVHf2CjecBE7UxlYdsn30+rXTqO7o9nqT42QmXjKJcfCSt+saif3gmN+hziOuseQyy7iDka6OOj/pYi27Q7JcJBfLsYombEAf/k1MmKh6ZIfNMK5EfvX115y7YMefQ6Ow/mrDxk3NAqC4YaPCUpJ0gTLSsBmkh5boiThqWpqWDGwAQ9CygB5EFevimmgdHCATngyTtFOUEBS+LLxtqu8saEuqm0JRqqUnCr1ImLkKdB5vSUXJaRHTlZYFR6oVzRocqYS//e1bYB6WwedGHs5YwozBxUuF1V8520nKWnjmsHY6V55whQnMwmC2QWY9qFDkqayzHjj7JHqm8zD2kukUnJmqFYaAH+DyFUugoQCWX5JfD7f2fPTpZ9XVWJF+y+yibLDkdytK5k7y9VZnWJihwbNmWmFBt8e69Ruee/ElziXWXn995q/uvf/YgC+MIUmG60Iapdfb4TSBfeoPBptDwqdfff30c8/ddPPNs2bN7r4x/Lhh8+a6TTe4Kc3AwtrabTfumD0HzTg+/uLLN9559+ZbbmECnzFz5vTp1V3+vHZy4QCaekZC7J/bSbaoanp13qnSOaa4lNa8eAmKlm+vLOuOlxx7qpwcctn4kvtG7RgGwuxXd8/wBKshHRqE7jp7R+5fkH+w5JjvKjnt+sXw6V72N+7/6S1FNNd45LHHXnz5lc1bnDLsMh+2li8rw4Ny/PhxRe2Y+9PqUpirMQEgZRR7tNPUMwK3Zuzlsfrq5RmGoH4fKShK9f5hNXTrUM5UVcz3JmKeGw4LCjnKkwSWXdwbuTyMlwi5nRZe6UBjZy9I5nyXMFsyhdC5pR3VXYgww5gUpbVwdCDCdiRPjBrxkrYNtpBUx5Pe85y+I/UkSks6ZIsKRX346zFhsttROGIb4TDEyy+/zMPpyKjt+66ow6nWzXth6iEqKrAi3MpbMvOEAJm4Wu3YVmIOPGyJWBen+HG+IAukvwdsCTsZBh48qVlWFNfBe89YDiyIMC96+uQQL7FHOxnXSUEoQnl+bKxJcfq6lVt12trbWB4TBdiJG1VVo4mFGXHNDji7joPWDTYFwLKQSAROKF3X2EfV81plwkQv8kQCxrFKjAonhdM/TtM0nEyl4X2TKbiCJWIwSQyQZi9fPbB/vL6xthYxb0tNYfZk8tkNPfgV2nvK69xyyqeWFrPMTvDGsocXFy+g5Oe2GodnplVVTZw4cefu3UePPXDorruXLMVash27dg/46tToD0iyzM7j8K0By+EM3bdv34KFCzJRsKLEt31G0VPLSv68vvTZ5SV3LSiG/5xe1kmXsjEoeD/XzJgB++rLb07xf1aWdLzy8Pyi0sKChZN9W2uKfn9h4iUE7IqCzgnnfN3auh3T5oZm/1NPP8Nb9eb1lb1B5uNzK7gByFfg23HlyinjJg4dXs7i7p4JvlX//Y68g6UXrLu+ZBC667UT8cTcNCP/bAlR65pCbv/lmrxjZN+x9/JNvKl//NO7PAMtnIBjsY68yKdOnUperwr51eIFGUgynoxzNSalMQVZ09hC0bJt108tn169SJghISgIjcPr9sXFmZjMDIRCIibYHOXJVIcnjtNuE+G22YgHmZwk5HYet8CMFrgTDlUyEHL5WYKUA3mdN93iZDhp2THOS9uOKTkpFGH/N79nPJrwspcu+mKXTWu6zV1h94CWe4i4f5zxsrf18U6ESUaNQJiqYQIZAEPefc/dMIquv3bWgV/iMJs/fz6JCSgQAJnAh520CBzNohTgJYw5LqatD6C2TFNQbA5JTSjsLMC/VJOguzUJFwlzpESHoOjZjl3H5ZeRqK3pMC4MGHnwFI8uKpSAkYYP+IET5gbZqgL/qFScHI2ex6ncaSqkVD/8ORCmrHD1TisnSL1iTvgw7lLHIR2PpWlFPkMVAQ2GTLtT9vI0XOIEkZUbV1YW2jflgFj4eju52Nf9Vx/Wld5Q3UNK85b9B+AK89fPvuj3RcmtrsTOxEBAVpRkKvnll58vW7Ys8/3LCgs2TS98ZHHxp5t6dvH+ektZWYY2JDvpcKHphrqNxx9+hGW98T6ytvSrzWVPLi0BVH5v/YVKlZmRKb1eQEqn+bq1dTmyZ5r9fEzvP3YM2b64sDfChPhsWdWU4o6hVTKh+Bi5NC64riaHeOl198z/t015p8rMmP+vNxRQo/2ACXM9eUcursy/YNEi121g8xWr8g6Q2QTblM+bP382qWpMHYtsyWPxgQeO4cqUoaVc/wt2u7BjkaAskyZMEC3JqE1FzKJPfBiCFDmC/mCoORhq7LPfh5mwu8vboE58N10QFESSzbRIzihBPfWOlBAXW3r5TI8wWd2I19P5BRwJSvcBejE6Yhmna9/MhZfcJM4M6Tmn29S9zjY9CJn0PoyXnoZnOsNZ3lGSoTs1L9ZzBSm8NRWF9lWXmEmY8E0UA6si4SsfOHCggBbK77t8JytXPPfcc7KqCzJahHTPZPL8Bf4Wy2hJ5R54koot1aCkQIT4D9HEMwz7M5XONV5eJMxB4GWrVxLc3uJBZjqdtMLY0WZaJgzRtvY2Qj7UH2CBAl7spgJLjTOWsVgERmAyGadSk9R5jwW1EeG5AKcGuq+iGk/Kw0uqJElxyzkMfZiLUSmnFo1FMhV90XEMy3uw9pKvBqx/u3X79gLyIgztyI0G48SigqMLe+12eXtd6URXcKZueuGyqXglfuZ3Lw4UQsj6Fk6ikOgPBhVVfeklp9oTPmPttMIHri/+S13PVNklvtpSNqMnh53MB+DxH3LkqjNyglfJt26/8dhDx99859383t0yj2xjIPjuu3+GE+eGGxCf7p/VQx1ml6gtx0mBl89ccB0WMyy7Zm5O8NLr7qm6PP/dPV1iw38+xtumrh8gYe6Zjvm3mRPzTJjLXHHTjb9annd0zD5mX4fF2OvXr3cvPjgEi4qKgsEgzPoBM+A671zMCTITqQTgAetaU6uL4FVd5t251WO8gCCwemdvr+R1bVZT5KxFDjegnirnA4IkKppuWlR5mOAl6RRmGjtBIK+SM16y6aSXyUxhf3qKb6CJhGNJGc/QPE9jhVvU+1uvfzyWCZlkxOO5jXPbOC6Id753M2S66VZHnJALJPq+xbur5NiJY5EAO3wfuGWzEiDgJVfmzJwx4+WXXgIcpkILtXsmk+/ygqL6RcnPjiz4VpFwBGg8Eu5og8ey0txnLy8S5iCC9bJo78G4Sntr0DCWuB2HBxJ7V6VxjMUiUex001Bc3ZFToIwlTDpSmYyaTbSTnioMcnKN1OEj2GgVxjOuFkTslhZsIGpvPwu0adKHmuS4irIMuNnpSCwqKIrXOU54KdyyD7tQp5T4vtkyTBLfEE3by4pJAUnZ5fSYvP7WH/mHkw1NfcyIvbwrzM7gyvzRp5+98oc/PHj8+J69e5evWDFlypR7772X3+e2uUXh/udjYXt2zSw6sqCYzW5gI/fMKto+o+j2eUX3X1+cKQr6XYpD85HK7nvgwbyDZeaBrvcH+VBWVGBBXlmhL7i65ryECbG9suypeVMqizulyjf85vpB4uUjl91c5HT3TMs7T/YYrLv+3EB11++bje1UFSX5JMxVrtPR+l8vzTs09iuOYUEm7v8tW7bw9BYed999N8yPPH2PzOt53/6PIyHq/QEU2pOkpmDoTC8+a3wTAZJhz47Tuc6+snMNvHNQkhUAdUpmUi0Z9d+4mcYuhEkamrYrlh6FF7dSGqeVWm9YXyiG1Zjps4RAmLqJR7l1KBMyWbMI06SOPpKzSp5w1dpbekpL0p0ati/e3cGnL7rgTh9swo2atm1YqM300ccfFZDq74s/PXTjr9G4fN3aNbah43dPxFXd5EwmZTsTXIMB+0VStWZBJOkh3bRRDTuecNzGk0OxJt4tOpwl881sF1A4YkQtgGvJVEuShxaXbcOApCYdjTSIWlmXEnOWtGhuUYMbDOAuGct+4eVZ9yzAGk5DhzFPKutoEwnTEW5Dj0S4wwUfNCmLcCd6hNL7YUq8w9WAO8dRjS0kHrn7br6eZ5nly3k8srgkEwPKy8ubHc03p/5n/QYsb563YAFfbVavwSRSaWnpJ198WV1T01umcfesrJqV+ojvKkz2GEyY9z84ggiTUyiZTfqrJpdkg5fd85nXlzuaWjuuXPkd6+7pEuXXYPpva2XZwAjzxVok+ZLCgvuW+O5e7Dt0ve/2hb4DC3y3zPftmevbNcc3pFKZob2+Oa7Jw5orF+edGAcQey+/gbd/8+bN/MOJEycUVSEJxK75HLgLA0vImt4QGKE+rUCYgJeygn0lvfWVM2EGJDkkq3527sj1Zni6cM3kka2zQR6WNaInuNv3bXGaMezKoXPxJBNj3L35Yv6TzVBo6bwlnWpvaznb7iwOshekt7DOwWqWYed9XFVMd+W9y6zBQwU4uCSL3YODT2/BhAnvDKAM0ABf8vMvv5w6FetFVl69AAjz+UvuKB+P4oHv/umdNIl5AmRyJhN2SyTq6C/Bk0DjcFAU4AQAD1wqTaZSHdWhw0SYbRcJsx/BeIn9Mi3JRDoB/6YpCdmCzuPMkzCNsLjeEn7gxnBcEw9bKIiaTnDOczDbAAfOw0uYpzBJohyBZbKckWHoUWz/aSElpLNwlHnDTLIJkEn8igvI+bLw0COPOPnDNXle9u2REl9/6y2/IG7YuBF+nr9gIVzfGgOhe++7n3+7dt06/mHplMI75hU9u7zkr3WlJzaVshrnFz21IF2M3oIJc/acOSNkiZwIs7nJ75dl+dQpp8HqL0um9ZcwITZPxQ70eWUOZB64om6Q3T2rc2HyOERR8zNsup8xUN31j5dXFvT5eGPjUOHlXYt8nvrEyqtq886KA451v15SgLLYNWfPtsMdHfBMkrFmvqWb4mU8mUA5YkWtH6k5zAZ/UJQVLO0y4PahYf9RoOs6OPvLBGg1dqi/C7tawDZhpzlJ9nkq6BE3Y+m4TLqOjZyWjLpy6ORCjh5JTI/wY1urU4oJFOqoIWUwpOMoFCUBTGrFZaD1jCB7U7YEmu3bwafHv6JuDjYoN06dOcPz6xlkiYt6sFfUzR2Nz2zcWBeP2OlErAUbh2PA9nBnBwLm7Ykl4n5Rgvu7YVuZ6+DDRphOArOtH66R7bQ63GNC+PsQjJeAlIyXHJjGbMOUOzulwjiOoqpBHGsgyV+AlqexDDhXBQnwbuy+CgMFGPJvf/tba1uraaFCEfukcp0nD2mCzHMwahPU+yNKchBGHa1ifPjJp++898FzL7zA1/Pnlue/qvCFFSV7ZhVNJArw6iBra2sP3n6wrg5zmAtra0989rl3pyvNWP+8ZU7XdOVXm79H6cfBx3sbSj2B04qKit+9/Pu839o8woR50zPPYCP5ximlA8DLzGApnsIC39H+yxl1dPf86w15x8g+Ytk/o+vHgHXXtQ3VFcW+KcW+yuLCaSWF00sKa0oLZ5QWzSormkyFrY+uyD1bavs7VInKx5ce/Pm2vFPiIGPOtY6OGdwLJEkKiSIQWmalHCte6pbFRZh5r7rslTADIYlyhoZp6oYB2NOdIU9RtaSf2uElTRvSfKyXzERPc0GSqV1FxxpDdpxMxF09IkbEDP+diPNMRoEli5+3OmuRLayyHnWtHpkqnc50Ms0hDaIWXrKMUEVob0REvBrr28Gne/A2hFFMQKtvbFq4cCGPotmjqwq6Pd7/4x9tWUqTMidpEKk25TBhC6PxGBUtiDYgdGeLH0fzc4jx0lmi7Y9fJOxJThm3nK+W4LsXrETkZS+94DRmLBGldKWKMpOoSxA2TEPD1KWZ7sVtdiDbQKcAjFVei29paeEKTBg98J+otIaFFnHqJ8KWxAhCZpr02L+Ff2GcKzDBFGUgTLga7Ny92xuoxxeNRPeZDdMLSzu3m5eUlFzfWTPTeyyu6Ie80sXoHmfIZX7GjBn3PfDg1/WNeb+vddy2yP2TjS1emD91kISprp0xpQhHVcmEojVXL/jdpQf7391Tm3eGPG/wpp5YPm3AHeU9Rg2dkLfX5hgv71vq80zma6+ZlXc4zEnwWnlRUVFDY2NIEP2hUAhoyDAiCCpJCGAAzURB9TwqXmYTAJNAL5pBauZU5qgaZkCUGoIdGHmqsfkMTAVDgmqgpndjcMhX/L0mIM5niioqQ0bIZCced7TQE+SM1zm3GaE1a/ZCdJqAWFCIPX3SpE/Oa+JODSe3N0Swwo1VWehlKSf/2dJDZtKVcE+yzWUsfh6FIgxWSieJISZMQVb2H7iNTwov3zJ33rwbNm/euXMX/+fmuo1GIJiArYtFuUMc8YzEz+EZVr8Ehu7iI5lyJBA7q6PnJFwN9oE5RaZJIRaCkmP5p77hDMzftsEhSSYz8NKDzEgM4E1mrTMYHrqBZpGRqJ1K9aU+1N9oc32v2NCHRYoAHROJBHwcBJxQXMMMH82anNjVHot5kAmvhLmeIElw177jzkMFpIJ+eP5IxEsvPt5Y+tvFxXtmFU0u7uDJuxcUwfMN36ciyaGO8E1YpeDz+aZNm5b3m9pJt4u8KQg3Z+nECfSsn1TkU9YMCi85Tq+oLstwApg+tmLPr9ect7uncGR393QJ1l0/PHPguus9BktlbpuVM7Y093coXpaOL9l32ea8k2GuYulvMON98OBBGMGk9oOy6uRWo8q6DiGoanO+FS+ziTP+ADUjA2QaTJgGQaasG5m8x4SpW4ZmGsNAmPyhnM9Ed0tRwh2rYTUY4FmMdS8RFzsIkx0nXcvysNfRk6lZRL05CU9s0/kbqufEniBaiEyTAiGb++Az3QiT+zKoAhOX6eGOfB5fG9JIbwXgSzlC7sC1IVH+03vvZ2ZRdt90E2An4PRTzzzrPfnRBx+EKbeMdbCiHIuzVXQSvliQymJjia6EydHakurq8Dh4vHR9JAe2VptKp3TLgkh9zwjTEaLsvD7uRTwVtyNhWZEUReZUPKmdazD8+tsn3neggGrE5nkknBRsSg7HAkYjGwDBuOJcayoNk6Cwjuv2WBcKYAmDHpfL29thBAJ2Kqp65MhdMD7v6V1NaASGtLPsxMbSl1bmf0H/OxkedeX9pnbSM60TsKj/yJEjsFW3Tp84eLzkaFxVs2ta+aSiDs4smlBYe92MY5fvvEC7e7rElCvQsmrpIHTXe4y1FdiRt2JabtrMH1rm8xr95187I+9MmMO4/6d7+Xt9/vnnfsJL7lhkVR+AARbB7kNhcuQEbzPgChCmhT6GTre2FbEbQyG2Y4MAvBQVxYqE9bAJ3+7UsG9hMxkgCpKi6gYQYZwEhbhm0mvVcYGRH5bTdU71mbS4nE673pQeYRKPWjY1+LRQjs4VuI7T8noP6AhPcqEmVWBinrM34uI2YfRCccz9iDBTiXDEhkvfo0886V2gbty584svvpCJMOeQwdzC62bAvzt27IC7uUQCqsDYcTJhh083LAvte4AwiTm7EGYLEma6tbWbz+OAl8UH19fD+dtEKgGbbZA6U96pb9iC8DLdB15SZ7cpy5IghOBfbu2Bccu8l8MtgQkOd4WT7RQ6Rba1t8HI102DvW4dXa+zlO13HQrYjBLOklQKV8zh+8Coeu2113ncfrDhYi/MxXCCpeZv2bc/7ze1k24XuSjJMIFiG9N3Fg2kx6fveHVh5bJJJZnepgCTdb9Z9OKlt3fp7vFN8K3+b4fyjo5Zxvx/21QwON31HmNXFZL23MmDJUxjv2+xq6ZeMr547+Wb8s6EuY01Vy6Cr7Znzx649oZEscFNVHrK5KfZZDzfZ1k2wdvcLIiaiercpmVCwA92LKJRxlJht2t4OmJHEzEzEvYL4nB+O95CstsINpOikazpFt0TuSaQNcy5wJL+jTqtQGGLu4G8JqBEwlG/ZPKEB2c7o65CkYeXTJjd1ygdXc1olBt8eus0P5thoYKFkdR6w9beiST60TcTpT9CkPnK6280NPnlQFAOhO49eh88M3NM5ZOXHuAz6C8fnQiKCoqFWuEk5RLtaASOCPB2SFZ53bw7EAJhon15hoP5YPCS3619oG3j7NoZIxsjtinMO/gNT/SdvYSIJWN2FCjOIMdw9Ap3DHpikRxWqzqEn+AKTBWG4rlzaHQOMxPdMBRVYRfyBJX3wL9x+jeWiNskuh4UBEEU4YyDOVJra+sDDzxQWopyB48uuZASmBdjqIPrEL44eSrvN7WTXhe5orz99tuY4yovzjleZsbdMyZVl3RYGvmweXPq/ivqvO6eBSO7u6cbYTqCObklzCMzJ8J7TisbFGE+trIjdTn32ppn8k2DOY+Hf+yUz33wwQcwgIOCWJ9vd57BR2Mw5BAm1mMadjQciUcgwlFbt0ys+w9bQJiReNS0LbQyH3bF+A559iB7mqOEC/tCsvkOkFumU0/E7THntWzWZo+6feg2d5S7UJpMdghgetG9Co6BAT6LGdVzpezxhs6L116ilQk2BohuhyUtUx+16VRDY1NjkxIINJ08OXkyGkVVjCufRo5R8PjDG28FJUVG/aZIHN8hjt1YshKQZEnT4Tv0xoRoc9nqZDIHmb1EvCTFp4ERDvb4AF7Czo+h7XvroGsLL4hudBcvu3b3ZAZO2Ug7SKPmGgDLWDyKwvk5JUwmfBjq1MJjUgLzW4BMGJwAnDCODAvVwTTLkg1T0PSQpgu6IemmopswtWkMhBr9AYBM9pGcNAn15hZM7sHM8WJ8n2MEEqaiqrt2YVn7fVn4+Aw+vlw+ffPUsswqTX5UXXZ93qExy1j/fx0tv9qRGyop9D0/UN31HuNJ6vcuL3IIM36wf2yp7+tw6imeULR7VF3eaXAogqWKbrjhhhBZ4fTtt3ihBGCbqusolGcacLsBsAS8jMajQJWyrgPPAOQICuoHAd4EJRlef7p5uL+1W5npZ9lMQVYRuyg/6dgAtaQ8UOwQOHJsxzsF2f3EPWEfxjDuG/JEMru7PLt66Y6oZhqt9Lr2U7MsEhuXY0830R28FWwNbK2oqn5RZD8U50s1NNafPhNoaNRE8c7bb+9yaTpw222SqgFJyrqhmWiZieoE1EUuqpoZxtRTX+vagyPMzOzlgPHyrNvjww7sOVErarsQCJO9e1BcPd0zYcaTcSBJwzKAMOHUg3HFRyocgQFqp1tyVktAXfyOnCyMQ+rcOYdiF7EoESYuCgBbiroBbBlQ1CZJaRCkRkEKiEqzIJ2hFRk0eA0JX371pTc4SwsLHl58MY15MZxgwvxyBBAmFWEGAqFQs7+Zxyqw3zAQphfPzp9SW97RWlZ2zZRN/+G3eafH3mLTfzi+9J9vhR+qf7bE2+ZVk3NchAnxNq1tF/kKSosKAMP75Sz59OqO1OWs66Y/8cM7846CQxE3j9rI3/GNN95oDuC67Ujwfxx8NARCMjaUY7pSt0wrErajdjSOCTdBUbistIlKAQF4ADjRDjt/mdtMDyC4OQK9kNYQ4hx2AKUopcn1md5yeWa4yupsON5KDT6sbc4S64SaUa7M5MYWrqj0KJTWxzs7+Ljd4h5eOqybTPDqsEZk3r0693RDU1N9o+gPYLmbIgebm8+cOv3ll1+eOHHigw8+QJCkKgVR0QQFURPAEggT62bRYRPNj/ruzWGDwoEQZksOspcccFBQ/9M0sY40F6KOg8+CDnV0ePf0hJeY1Uyh32jYhjmdblpmPMGDDacwhmkZOe2Hgv1vkKU5ava2tJDdeTuMYQPY1tAVTQtISkBWFfjcsK2HbUkzGkMimSo61zea2QWbgsLx48cxgTl+anGBc7lfVOGL7Mk/3lyMvIdLmKfzey/jLvLmkCCr6pNPPgGbtL5isDKYAwthdc2ailI+TQrHFy35H3vyDpN1/+mBJf9y8+wfr6n85bzyqyuLx5b6JmDGtXhMGfePw2NKse+l2lymLr04vaqTKN/U0qwIU9vnW+n+XdGEwh2/WJd3DhyiuPcSR3MALrOiJAJh1jf37Ht7wUW9P4gnJCbKTAM7yrH/BQkzHCYuCrJGJXaXKCqgDtyShsLZp1+XEUc2MyQA8aqGARSH3d/UkNLCoitYZml1D2o2xyagOGWN2GYl7SpJ8tI2ixjxOnhrawuLZHLvA0Syi4NP525xfp8kNa3DzpSICRuDIdja7vWrcDEMhERN0xFo0yk2MArbNsqT6rh4quqapKoBQcTFSqoQgC/LxpmRGFr59E2JA8dL6hwfZPayE2EaJna+5yKHOfIVNXmJPNVtfRyAkwOQEo4hsKVB1SkpzIejUhaMYUXT4UyEGVOutgRGFOttwug8e+4cqqy3thqGQclLHf7XLAJhaqYdgWkVDCqYvMD0rWOUwi0bTjRBPv7II8XFiBGHxix/99rd88c71fbFvoL7ai8mM7/vMXIIE660QVEyLWvFihWwSc/Mm5IXwuR4o7ay3F03n3HpsjziZdm1Uwr6fMBW7qgaoFlklnFrdfk9sybycnlZ0fkJ84W1vhI3dTnjuqpHfnww7xw4RPHMD47MGI1NYbt27xYlKRDC2qTvwPq4wzlEj3i/sUzASwNvfGY0HmXCZMV4mhiKIUmRNH3kuBRxpzlwl6JpFhnhcfKNqyUZJr2IOApFjqIRKl66PeYp8nrm5nH4c24X4n4fTo26zpVhMm5OtjuS4526xZ0FejQ6jwIlalQw2dSnkzvuVUFSdINXkOGNAAOMcBgbrDRN0bA3Q8Q3CWGjU0iQyDsSSzqpWjQ5FOLqLTl2hIQ3BCTWLSfpOsgMZHt728jvRu/RwQfAMoVjCS1NYew5eGmH4URLphPwYgj4WaSVArJ0zMFmwIiCmY6iYA8RjFHAy7///e8tLS3YpSgIMPQEWQvJmmJY8QSaYQFkdiJMmBM1Bz/+/Kut27Y5y2fjal6+btufr70J4uDYpaUFToPD/Ek+aWf+Oedi5CscwjyVZ8Lkig5Jlr/4Av2bygp9wuqaPBImx3x30XzSVdX5IsypV6BKSYnPN62kcNHE4u3TSo/NmfTO4qmMv7PLij5ZUTmkeOnFn5dW8nJ5H2wp3epbXeWhr2/bFWvyDoFDGiuuqi0gD7JgKAQzpAb/BdMtnk0Q54iiqhoAZZEwdvcYRiQeMW1LUBSuuiSWC2KXja4PtbNP9uF0ABF9waY6lZlAeqRKxBWY8C8gJSUtY2TEE2FVdi629BKPnjYRKwJxApNTmq48Eb4bep1TArNLtzgrEQFeds1b9llHwejuFyXY55EYrs1bdiQoKSSAKQGgiujmA4QpwhTAoMJLlj2nVfghcIfMyF7mynC8FVNzCcBLnQ7DICsMAelzld8bWsJsb2lxdYowb9kCeOnMVthslDwO4KBH4slYkpbOIexYVFBUUdGiJNA6GAFSHslxSomTQ5AF+w4I8+zZs8lkEggzKKACWFBS4bQJR9AcCj4RzgpZNxzDBcpePv7UM1OmYPajuKDw9jFLmS0zY9F4505Q6Cs4NL+r/eLF+J4EE+ZX+SdMp4v87nvuhu3ZU1Wed7zkuHFamZPzH1u66r/fPvyEOfsnq+HTq0u6Go5XFPnumpVjcfW+o8Flxy5UGT3o+3Cr7+5FBfMmd2RWq0dXPvST/bnFuTt+tmPutTU1oysP/nx73tkSYscv1vGX/eDDD4KC0IC4NSz41DRMq/BMmMCNZiQcjtoGEqbOhAnY2SSIjEn0MkHBlbWRQpjejjpDbeZeZWaHaw+pX1phlzCJPCMd+kVO/3gSpSbTblqyhVe6eX08RRbnnvu5o8RO3eJpTJaiVhKquAPQRjBTJ5wvb9mxzX5c6IdoDCIeoxKiacma0RQS+buICBuqQJ3j8Hw8meC8Iqu+5xwvW4gxcpi99HAL+0ricUU3IBLYQtXRIeW13hNNnadK0/GXT450wjxLwpJeOznWKrQCuqe4fgOmPIaBgAk/xBLRRCru5TmBMEVVFxQNfhdF2X92pBpg8Wo6nbQsLLcga4Dk2XNAl2cTSUdQXcQSaykgq1Ykwsv0qXQKZjGOExllL290HaaWjZ/+u+u2dMdLjntGr5w4wcnSzJ7oq992USfzexc1pLn+wUcf5/de4HWR19TUwPa8dX1l3tnSiyfnTin2OSvmc360bpgJc/G/7CnABr0cq1wOLHgnhA/47Nt8r6z37ZhdMGNi11X78vGlm69YmVuWu+eSPYuunpv5KSuuWvjbH9+WR7w8/LOdvCVPPPkk4iVmL5uHIXvJ1DQ8nUT1/kBQkhRDB0ZigT6AHSTMSBiw0y9KwEK8SUA+sq6NNMI8mdFmzpWZQGtm2Iq4ZuWcyWS2ZKkiAqoUNwRxgw8ulDM6tjqEyaVxTJhs/ZNMOk3rTjuP4xAad/KWkgSfft68JQfs0oAooY+PJPsFCSATwo8NvDLXu+qU41JxrVwDMANEBgBod0ALIbO71vog8RLe0OlsyjlutbcCzYuqBt8rQu7qnsoTa+kk0AY0wZzTN6mi/GkuVpCHiTMJMnGqwl1gqAsaNfD80sNhK4oJzHhmoWYkHlVNU9J0hdQDcK7E/Vwt6f520MNHJ5NxlR4wCWLzR9jdcCLAoFJpJaIZRpqqxxLkH9SOyWH43CZq8wHC/MunTuf4gbFLemPLzFgxrtor6No352Iy8/sV66qwYO7FV17J4+oed5HDbfoPf/gDr/zmnSq7ROPK6mq3snDKr2YPJ2HW/cOD/Ll5x8vg2unM2ZNKulIlLoVMKKwaM3XXL9YPEdEtunoOpkarqw8dPsKfWDK+eMcv89ZAVD0aC9r37d8XCIWGLXt5cpgJE93JFd3CJWZgMMs0DF2zYxErElZNw1kop+sGgCXcmCAaA6GRWSSQWZnZAZkuW6IwJvmbU7VhB2GyTWQylWA/ShYycjTSXQcf+FuvYx1eTO6TkTApCAE4OfflrLezIRBkv3UIuK2zxGVIViVVV7E+jzXhbTgSqGZj247UTwZCtFHJaA6zl4NZkD1vACZhj5iI0p6xeEcnPhMmgFY0EfOqNDmZzOHwElcvYP9U7AIizMzvAmMJRppFAphwhCOMl6muGuxW1KaTToV95ReVEI5jCwZxv/qbmGxhP2MFpqrC3ATwknt8AG4FUYSTWgDgB9ZEJf8kbyGcFzAOnflRk//4o9iKu3h8VTZ4yXF89NqKCU7/bHWZ77MbLiYzvy+xgQjzgYceypefnVNxJKD+Bstg3j1zUt6RssdY6/aYl4yeuPa/3DNskFlAneOfLB+mesve4t0lUzshZYFvythJi66ee/Oojcd+estQE909l+zhz33zrTf/+vHH6+vqnMWX66oP/2zXMOPlkz88xJ/e0NQ0bNnLzFNmeFbJiRsRY6IEY0yYVsSmCGtmh9IOc5Gkqk2B0MisRM2szBQVxbRM+EZJSpFFKZ/JGOkJoXsS6/TbCEti8ho6v4b7g/B5WmTHvyK8dOstZcxbBrLKW3bb57iTUZmT8nJxUjcCtKXUaIJKRm3SwEcjaexzz/BJ58XlnBBmZvZy6ECLCRM4HBgm053caYoB+koCOsa5BJTTs9R75XgJtVGGzQyHDSucGPF1mN15r420+nF5GiVnDTit4Pv26CMZTUbht7Kmw3QjCKEAB+qqadmE1hTouZMmGQR2lsSqCSrYQF+edIrzpVj7GrHZ85ErMM+dwwpMAM5ASPCLEryz6rIrO5JH41G/KHoXn117boZL3/6xi7MnTI5142Z5t4/dsy4mM78XsbXGSc1VVlbefujQR59/MdxXfrrshyQZzrLyctTe+XTZsMpg9ivumTHJPUV8C/73luEhzKKxmDR8bN7kvKcxp7uJ3MVXzxv+tOGy3yzgT9+xc8dnX3755NPPTJ8+nZ9Zc+XiJ340fGKbRy7dDR86f/78oCjU+y94757eTkxgJNUwgaJi5KtoEWKyQTlnMmVDD0gS1w1y+0lzUBh+Z5/sg2E4KEm6YQAcUmYyFU/EnE6ZVqd/x4NMNjdn/UxWy+Rf8fo4PIC8+TVh27bCQN3mAPKWfA1sDKJ5PUC7outhVG7vwdkcqw3jJGiD6UwLE6pUIclFkm2O9mYOCHMYspccsP810wrKCrANoDUciMxqzFYyLo+z3hQdHeAlrlvgdBywExwYmZaPR36nT5dAvEwmYPCgSoNl2FEbcToV706Yjll5MhaJRyFiiTiMPFEz/LIakDWOkKpLMO2I2Ml0kle306jTHlEMU4T9Y1k0T0nAxMQwjEgE5ibpc/hAEx8YUYqqBEWxMSQGZBWGXwpIlVOsbWk42ZsFhzBhYNdtQvO4e8as7C9hQjw1etO0CY7C3rRS3/sXHcy/6/H71V2XPBcsrP3tY08M5zUfvchlOSSECqjgMO8Y2Xe8v6RqUpFTljlt1IJhIMzyazB5eNP0oZUk6iMenDNpR1XZkknFQJiMmMOPlxzbf7mmeIKjg3H0vqP+kLD/NseucdK4sj2jNg4xWO7aesWqBdfMKhlfzKALMNAYHFmVhzkJXlkIiBLwJOAl3OLhX8sOo5EcafrA3dCOYSZT1rWGYIirB0OSQqWDeXD2yTJYWwlIGL5INBZx8pbUGsN9E5wAhPs+i6hHyL6cw8th8q9Isx2xkxt5AHLgKtYYHEjekvhcVgwdRUctC93eSWHJa2P3oqUlxQlMeCHpIyEGMGGiqFGLExdE9jKDIZOmbQNkhmTVJrTOqMZsBQR18rckUw/TgRSl42DbmE7hr2Dgwf5Pjni1osxoP4vr47g0YFkGHNCwBadYb0Y/mars6VY46C3xZFLQjPqQdCYonglKjYLcLCp+mOXBIIKxCpMgolCYSgVkpUmUg4pm0CQIXc5VLYldUaiBCTAPA0nVVEGWAfIbBamjApOakmBcwUHxCPNMc3DpsuVw9Xt49PoBECbH5nFzfQXOPXRbTWHeKehiDF0EbsRe6ckVFQtrr8/kzJLS0uG55nOPD+kUfQGfO6t0xBVhdo/g6hrP/af02oq1//XuISXMyl/Ogw9aNikrv573l1YenTVp49SSG6eV5oow4d26TEPyRZgQj/z44CrSCILHzFmznnvhhbfe+dOKlauc+dE1s45ecvNQkG3RhKLMPTBz5syHjh8HtABiGUzKjkXC0YKteQQpHWFWLRAKyQorlidSWAkWjtomtbtaWJlps0e5bplNIYHJjbtRuMc871+hhy9FLBfEUkzsXeqosUTCTJKXopMAZMLkQk3PMpJbyzNdgSzSCFV1Q1A09tEb0H4OBiQZBlI0jr0b8P5U9YpuRJmEyV08qVQiHAbKNyKRcAINXzDNyHg5QBH1/GUv3e/VygblgIii4lhewhfP+G0Ltk3FYlgxG7UBMuGbsr17JBYNSkpDIARjD34Y+XqYmXgJCMdHk04oLAzGnqbe3SS9SLVg3xNMdQAaAS8BMpslFe3CDTOkaEHgbRU9xOG3flmFX/klNShr8CsMWQmGBFXt0MAklXU9KAhNQQHwEv7cqcCkdXZKFMN+jvhdwoQzaNbs2XABfP66GwZMmBD/ft3WmgnOgmBFie+NtReTmd/ZqCjG2cRfPvnsi5On73vgwbnz5vmodXp4LvseYb79zjvwoSsnl+QdILOMPVXl3or5ov9v19AR5uwfr4XPmN5NsAjir8sqH5gzaXNl6dzyoolFvkxv9UUTc+YgeWQmdoxPHFe29srFN1++6cGf7MsjYXIcvnTXnGtr+JtuqKv74MMPf/vII5MnV/AzG3+1PIefxZ7jiK8LFuzdu/epp5/+y4kTcFPTTUu3wthSPYh1YYCxJmwWFptCYr5qoXvcKpTKUXG9jJsO4qk48KQds3UdvrdhR8MeYfpDuDLeGBCaQ2hc6PWYj6jgOsymQFCUZfLji6dcLXTKTMa8xXGOJAnCcMN4lF3O6RnXFQib0AEvsTBAkODADWwMAF6GFBUFLb31bqfU0MsiOkzCSkSwGeitFDaTybiXscSkZe7wctiyl+73aklir3TEDFtk8WOYnbUx291KS/htOAI7KsbZ2mgsCi+G2c1pyrcD+eSXMB0NIjwWru1R5q9acRbgHVMsMaX+cVqyNjyjqDRalif7gExHP5MEKgEdAS8Diq6QQ6odRdsdQdWBKptEhRx5VEEzZMMEcFd0MyChr2tIFOETYYO8CkxUWRcR0eFvAS+97iGGf+BeI2zBfuYRC0N90mSUpXvtuhsHQ5gcO8cuLHSTmXXTLyYzv5uxYiq1k//+1fzcy1gJU5aff/552Iyd00aKEmY28bsFU13vmoLqny8eIsJc+v/uLSDR9U9XVP527qRt00rnlxdN6syTGQ8f121WFvdApAOLV69HZd2iCYV5B8sucdOouknjHM7ff+DAR59+tpuq0PHrj6nYd9mWwX/Ekt/M4zd8/oUXBFFEWXXqHIcrraiiJTSQ4QDowvE3DARR0lxRZQ1FQoKyY5STdx7jzuuQrJh2mGvDsNcgEUWk1DXsaXYJ0wibAVFsIP1G2BWoPKOqQKcjJx/rfaNGFKyADVQBDhkXEyxZicKYYdOyeJE6bNsxNF5M8HJzjJp9Ekn08eFucXYFssKWqut+TF3245B56klo6R5EASUD6xA6snaZWJJJKaz3DnCL+a6IzeruORcmGs7spfO9yBIxCschDkPKJvFPE5Ayszue9Bgt1TRtKmxg7IGXBTrPZfJImJzrg7mYaUcgEqmkB5nMabF4AsgNpjFJqgEgf6gIFzbDvyS7ivBJjj/pPozL060p+C3VFUSaESNVmOzB0GSyhXkKPB9U9QB1mlMFdYIqV1Pw6TD0YQIIFAkf3d7ezhWYpEtgUA87DHJ8ZYsrAAvfCEamanTezw1NBaQ7NHi85Hjr2l2zJjiZgTXTLkLmdzBumYPLf/c/eDxPV37WWpePHbsfNuPIjBHaSN5bfLy0yhMyKrtm6tr/elfOCXPTfzzeM0vSo2hcSfk1lVWjFs7/t02r/9theP3y/2d/AdnC5oowQ+uchpq8I2X3eOqHhzf8eilv3uTJkx9+9LE/vP7GosWL+ZnFV88bcMb14R/fNudaVHKbMmXKW2+9xXhZT3h5ymUwzDoOCC8BSpvQbgZ1aawIME0U7p6aZQ4yI5qrcDJ+IUHWddg8hsxYIgYk0JUwbQswqTEYom8kwv3SsMNBWRk5+ViO+mbES0WFG6aJ0pduz04kGoHvA7/wCyIv9MM92I5EvGQmro/jerSjYhSNOVLtcFuWFAXVmfqDlxkK8Bo6DcEuzE7VkD0rWX4zTqo+uVW/HP7sJQc3UwNkpltSceIZOCMA1TLV3eFXYVIwSFLjfDqdhP0G+xCwJ3Pnw27MI2G2AI8l46ppyXRco/E4dnCnUnB8ge50y1bNsIZmkFFcFEjEPbyMxSKeRpMnxp4iK59u9uVoMRlPxmGOAZ/ip6xjLJFsa0fVJv7beDIJn6Ja4Wg8llnRChALQ05UFJvKd8+dO8cVmNwyBnjf2ln1iHLLSdjnuJ8z5lAffYqme1MmlOaKML3KTL5ir6y8CJnfteAju+eWW/Jy5fcIc9++W2EzHp9bkXdo7G/Ia2asd4WMcHn6f+Z+xdw3wUlYFo4rLrtmyrRfzJ/3g7pV/3hHjy/e/H8+yi/OFWFCsEn7kUuHWxcoy7jvkr3Xk2AmUuWSJb9/7bWj9x8rKSnh6fbWK1b39w3vvWRP5VhcDFq4cOHHH38cCIaaA4HB6146mjmBoF+QRFWDizuwZcxVVw5HbUxj+kdEGvOkq/6tolNkNJ5KYPtAPIar5HBXioQjsUiHvw91TwORmnY4HItImta9GvOUu5oJX78LG5x3j53mOtVmlGnqb2qU08VNQUFWVNPEBhmuq+Sw7DDgJbvt0BYGmwVJ1Q1WYuc6zDjdrFOpZJQdJ+G+bFkAq4Cs9dnVXnK3OLeKw43eQDNudLFErSFvUbVPtOMeH4SBWJRV38/mTpsoX3jpkAw9PO8YKkmNpUh1p40SgJSaQwUDYDOATDgkcIC6d9gN0tl8UIRJdZWwbTBuRM2gukddNSwATvxPVQtgVSQWRgpw9MMWHEc+j2BocTo6E1YznSUzE5jw9WHPwC6CGVxzR81kqj3jb1tpNyYpFelVWcDzwPAKPFQVdjXgJWtgAuKqqkqGp+muPWWtLQDJAPxNnevM3/rTu3BVnD2+IreECbF1nLNatGzqRcj8TgUf1sefejov9zWPMDdt2gib8VrtCHLz6VesnNzRDjPj0uW5Jcw5P1y/4p9u6w+RYlr1vaU5k9CcTO3z2345on3G9122ZdqYKXwIdu7a9ebb72y78Ub+z5rR0+74+Y1Zvs9tP9/GHevr1q07U18fEMRGgCI3ezm40Y6ZT8AMjfJXcL8AvIy76sojjTDZwRA2CTaMRWMAinBJzUJjO2z2iQFhhiVVaxZEzsrqYdOK2rKud6/GJHNJKQQ3WVSNzrZWk/cYvDMEOnr3vx+K8RL40jAdDUzUmaR+8HDEBn5udu0vT2akGUOybFC/doT02LkaMxzG7h6swDTNkCg1kg19NtvA3eJw0COO8CY5fWcUUra1ptsBkHoHPOAQ6l632J7S44HB66tTuxAZjrf3m6wGH+SRjclirlSEHW3aNgTsqBR5JMEPgGSKbsCRsiIw3myYAPTYVzX8eNwJMttRfBK2H6gvpOoAmaKqQwQVDbUrNSOEFZKKX5IVTdNJMB8OaJpUzTvYsg07m1BBK5mIJGLhWBTma1EuU0nGIzC/C4dFDU+ugCSrOJzOr7jOlpqxeBRgErCWKzC//fZbmDKRsY+STMa77zoYFTDuYVd3cel68eVX4MK4dPz0nBMmxPZx850sTcVFyPzuRG0FwsMb7/wpr4Sp1NZig/CJpVV5Z8UBxMEaxz2xaIKzYj7x6mlDsWKeZRSPQYmAh+ZMyhVhzitH4lr6m/l5x8jzxpYrVnlSGHfdc8/EiRNnznSUfldeVfvIjw/2/ee7R23gF990002oQhwMEV4OduWaaY29C1Wn6qnDuYOqHGNwJx0hq+TONhPgwSZZRJi4wcm4ia6FVpg8viOsiqlpVI6IYAZfDb4FPNOdIbmrRdYNUo0mj+O+d1dzoCEYwt4ERRFVVVBVIHM8FlkTJm8/bBXgpWYYNvVToAYmESb8p47ylQpsWPe/bQgEJRI1Yscftv4Jk0IRfHm4VTcHs9KW522Ab6FZZqxzl7TXA96STrUyZPbuzAgoSJ9sYQIz42XMDwPp9HERt7sm0vBRGa/+A/3EAZtbmDYtO6LoukLlGRZVZrKHZlBWJE1judEea1/ziJccnHFlw1CAYc3EHCY7PMYSCTsWk1B2QEXCNI2wbcUz1qa99CP8LYw5mN4AkXLO04xgRUo4GgF2BXD1S3gSAWlzd9h5jx2qrCdQQxWYFgZwW1sb4CUMmlgspmqqpmupVA9eSFiZgOl9paHz2fHI42joUzdu9lAQJsSOcY7oce1kX97R6GLkJHbPQnh4+PEn8qIx4jmST6YONf+qmrzjYn/j1dpKPikWjq55bNRNNWOdNFrh+KJl/3xLXghz4m+mwQbkULCojgSLZoyelneAzCaO/+TA8qsWeClln8+3dv16/rl0fMnO3q0tN1+xkl926NAhwEtBEJoDgTPNOfDQ4RVnWddNO4yLzp2N4QAv4XlR1QCHRghennTzh8Bg4VgEtzOFwe0wDmRGWRJTZ55kPxrVMKissWuWiX+rGHiT5Zxnr1TmrFaLso5LisC3KJQUCSuG3hwSsidML2Osc+0l+Yx7UurwBeAG2hTqWb2TGs9DoqzAfTbGykW0qh6JRIAaJFUB1s1mM5x9qKpRLJ7MVB/qRIYtvFRN68I9QqZHmJj16pKhGoBaUUuKW9fzsjLu4WUbaVqGyWQzTanUZDIJXxKnEjS5gMDENfWRcXtUb3Kj8EzeCTPziCTTKRhw6B5OTeJUbpqEcSipqozniA4D2yaFIpjwJJJJQNBIDLg0qptwQpmCavhlDVUuJUUydNVCMSIRmFNCv0jA12SqL6/2zODst2katm0n0FgTH3AOoFASgm44s3PfC5iIwfQqJEldHCXuuvcoXB53jV04RIQJsXvsQr4Iz5t0ETK/C/HbxSjtuO/AgbxojDBhNvv9sA3lI15uvccopyLFqeMmvvLz2zlWXzPPw5ths/7JjKpReJLmULDoMAkWTRpXlnd6zD7u/NmOKnfRHB5VVVV1Gzfxz3Ovrbnr0t1dXr/38hv4t48++ijgZTCUo9pLLrwUJQAk7prp3iUKzKnoRncqy1ew9w3nD3ExLh71NhVI2ERJRpNVMS0EP7SPZAYQZEWmRFP378IrxcBasCv66APikkVyeMHdFU1E2crEtC1ZU5uyyxyedNQvieo1bLBgQUtP5RKN8wzY4b3qADi5x6Cg6QbWM7h/Tn+od7/z9vhFWPSJGsatLp3OTJgtPVFfj8jXK2ESp7X2qxqz5Tw0OwwM1kZUTIZKqP8ZpdVeVmQK2zYclx4PcW9+qbyr886Wnb9gK6sqUYFrCzc0GaYpk7kqzCVDqiZqhmpaqoESQwFKTgYkNSRrkgrPhyEkzQgqGkBmkygDbQJeijgc7QThZZZTAwBYXdfgQSrrZ7kCE85f4NxI1E6lE91JlRSiEpioF4QuZ/Gt+7GN9OCYpUNHmBB7xjqKx3MmXoTMCz7eXoddKjUzZjTkw52ECfPEJ5/gnKXsApBb7xKzSzEDXDyh8IXL9nmECbHrqpUdZZmX5Lgs87wx9we41Pt9ECw6b6y7cvFNo+rYhacpJDz25FPVNY6Q5rpfL3nqh4f4ZQ/9ZH/ZeMzTPvzww4CXkiQFgqGG5hx4jvPqsGaZ4VikN1c4+BVQWeOI6b/GNWJN5fwhtfl0bLMds8MRTImwKmY4aqNVIq16o565JOOKdk+VloyO3ObTGyVy9hLwEnYX9UDFIOwYqm4KstyEHevZ4iUnIeGGzlWj3LDDhOmtjzf02Ql+ijrQAZVlTbej0XgCHcyBroEQ+s7BOlc2aq4HlrAod9SlDwUhBGvuukJma0/rnuRfk+xxldyBzLasqzEzODYveHmWunvg66DpDHomYR4vQyGnBXZyUJS6jxAeG93Xx/l5OJR5B8s+vi+qX8aihmGogHqGoRgmV2aKqiEiXqIuOvwbUjSgSh0GLE1pwpEoDF94voksewBEeXE8y54mJnkY8yquzGswCXEqMNNYgakocjwRY++eHscbnP4hues5smXbNrhI3jdm1ZASJsTesY4FzMzyi5B5wcdyknU8ev/9w69ix4R5pr4e04DFhXknxn7FxillfBYc/PWGTLzkOPKrG0omONY/Fb+euek/Hh82wsy5YFFw7cgVLMommDDLJ04EvPnqTMOtBw7w15k8buLeyzfBC2qvQaOK7du3qxpmL4EKmwLBwfCep3gZAEKxrMye8R4Ic8T0+MDpf6ahyR8MGWGzCw/HU47uejgaNkyDNYtgy+FOBFTZQOgIcAh4KWVRadk3ldm8Lo/1A1HCS1yVzv7qhDTbHAgIoka1Z7bbreP0j4fDXv/7ed8H6CUgygbc85FQ0ToT5wLUe971WCNjIzxzBtiP6VPdwctutY7tjod4uqXz6nZG301rpqBiIon6NlbYTKYS3fNXPWREe2nqcRbHhx0vM/OWwJawW3QLJdZ5/7BoPDZBp1AhBw5c92PNCeEue/4k1p/ArpZhLpF3kuwt0H4oGoHzBenSNND7MgmnfBSGJvebG7YdjkWjiThah5N8JR0pnH7AvAaVjqggOAJ/5zpmZkm26HseseFzTdOEIQJ42d7ejqpQ8NBU7PHphpfe3+KkxraDYie1ohWr0D3tsdEbhpowIW4du4iv0tVlFyHzwo4/rsU05uTJk7+pbxzmLIpXh1lWhrQWWn3B1GEenTXZSYVds7A7XnI8Nuqmarcss2T0RNarHIYYOsGiwyNVsKiPePjHt9WMdmpl77rnXpTKaWx+7a23V65azU8yXlZVVTU3N0mSRIvjg/Jw7KR46eJlPNUzXo4owgS8bK5vlAJB7ETojJcxcifvQph2zDZtS9I0lgZtEkRBVQEeVKMHPZnzBgC5oCh62IomYm7KNCKi7GQ/GnzwqtLs535wrsD0gnvD4Ul/Rv/4eQ8lUI0E38nGbBtwKhzT+ozEDlMovAa7USSp0R9sCoQkRTXRaTrOFoc9pCV7Wd0G4GxrTWN6s9XpwSFN8oRNytikzh3vkTB7yIj2Lkk0/NlLJhZShsT5CHdDK+TgE0Y7SOzrN0mqCOYXmDfrPjYoQ871GJnPw1lmkEN83kmye7BmKUwK0LFI16h/HNXy8cl0KkrW4TYpZKZbe9ZEhUMWw+R5PJlKtfSzJ8t1sTdJdTMKbHn23FlgeMzho1aSmU4n+9z4Vhh4oqJl1rSsJMK8d+hzmBz7xzrKxlWlvlNbLzpLXsCxcTqmMQ8duWsAmYfBhEeYCxdi6eCny6bnHR2zifcXV3HT+Jwx03rDSy+WXzvHXTD3LfmXm4cHModIsGgA2pIjJDzzx/UbNgD+ncEqu9CTTz01ZYozBXj99dcUVQmEQoOsvaS2cTLrUdUuipe9hU0aktmsvQ511Dc2Cw1NeigE9/wMvESxFMDLWLwzYUao2cfGZp+GYIi5DhDRiqCDOVBEv+ToT5HGO6CpjeUEcf5cMxL295TROt9VBftrAmhBrhmWaZLEEKv9GNinozb01D/e6z7BdifNCNukno1e2JlZHU9FU9ENzTSBh2UVbYMSyXjfq5ld1CwBwNB+BRUysbWcgDDtEiYaCQGfABX0Spg9ZUS7LI4Psq+HPyX7CkDnr7yOnmgEdlGAunjq6QQhI0jCy2jE6iDMno8O98p1qb6AnQ/PROMx2HV558nuwZWlcNbAycLyRAnSE2Dy5ClB3zWxruPkQHqy3ApMVLyEN/n223PwqRaxLpwIrNvf9zskSKe9MdjRDffQbx+GS+WqcTXDQ5gQB8cs9dzrJhYVrKsqfGllSd556WL0N/5Sh2nMouLiz77+ejjvaB5hbt68ueDC0cOcXIT8Nml82XnxsntZ5rwfbBwGwsy5YNHcMqw4XfKbeXlnxQHHrZdv5uXy9z74ED1eJIlEDs0777zz3nvvhbtAUBAa/IOqveTsJfVB6xbKjJwne8kRS8aoKVvLSy10ZjQ2+RV/wJblWNT28BLrIRNobRNPdF4lpwVoUpXUuQserXMkCWjB0V3PYiU6c78BLZBPZZxX5OFz9bAJ2NlvlXVWtgeMQXkoWUEvdYu9eEQlq/XxTvskKCg6sFAUSMa0LTi43UsB4UkApDiJ0sO/7D5zXiTw1CwJLxMxqhRlGfaOaklWHU/EsPYVCbOnVfK++3367CHqDy9hHhIiyy5m7zuij3Y8StUFoTOOwSgaLFm2zfuKpS+BQskPMey5YHcdIf5AplY/j5mQrMQxV5w3Q5/eov1sKykF4ewAjp1lmfHOPjtD+NFcgZmIwZRZVVUYUefOnf32229hcABwwhwIrnvelnBfUqY5lFeqAYcGzh00f3fPl8+/+obvYn+8duewQeadY5ZNdOvN+FHowyagO+cX+W8syzs7XYwsY+dMRIj9t902nObIHmHecccdWOBxIXj6LCzH0V5Y4Ht01E1ZEqZbllnk5PxHLRxqwhwiwaKa0ZV5B8XBxNorF7vXqMLS0tLJkydXVlZWV1fDtVXVVNQmGtzIZ2sbQVXNSLi3vp7uwTRlhM1mQcjjQjmSUiBoynLcNBLs44M6z9jHjUYkVM0YjUftqG1agDsGy49T44zTlw17LyCIjNa6ZWVfjekQJtEpAznskDCKtw+cujPl0xkyqX+8f07iEE1BQSeXZ9PuOgs4RUrycMQBp2OUFCIJoJa27GodHc0irD9MxMkkPeYSppfXYloAsCQlUqrD7Omde/X3yUXnuJeH5OVs7s3J8g3JyjCuWWYjcSNWHQRCoqIhkBNxZVp4w892LMoMz6WtcPgakEudqhXH44l+5ky1qKqxkUeY7PKTQoNLPFngTCGoS3o+O0MaTk1C1FY0VTd0GBaAl2fPnk0mk6yynkjEeEs8Hc4YNvVHzTDMwuD/o2SVjtqeqmFm6kI0BILr1q3DcqMxK4aNMDleuXbbjePm10yYVFjgy6TNycUFN1RfVGi/AOLLzY714dFjx3pUIR6K8BTXH3v8MfjoO2pGui/5jmmuz+ZVq7PHS7csc0/VOKd6c+LV0+r+4cGhI8whEiyaeEEJFnWPo5fcXDyhyNf5GgWQmUgkYRA2Ze3S0ls4lYSW2aUFOxvIBDADxMqX4jrzWFCUo7adRpk+xEu43QMoBmUZ5YNUvF3FE4BBaLaIq8+WZaGsn22GLfjWQGKYv8W6ODT+AxrpVzUmZwKNsJPDRAUn08AdMggVNQ8yA7T95+0f7zHQDdMKA1lRF3mHfoujSB8SYBfFXaudjsiGQ9iHGkV7cK9yQi/d0qnXuxthdu0l7+CK7v4+Oeoc9/KQsAcEqm6NxKLw5tlAJrzMtG0qXg1yRUFQUuwI5tBaOy/ct5EtTjgSYZclGE4hrNXUgephGHA1IFMl/+wsFlCnP3frY7Q60d/V/JwzHvaPx6MGzcUiZCbVd+4XoNSrQ2hzpEoH+Olw0KOxiBU2YeoHuxrG0Llz52BkRCIRTdcMU09RBSZicBv1EyWxRNayI7oF5zXMGdHStKUlBXtVNTqpqAHz33XPPXDNXD6+epgJMzOOjl61bPz0iRM6fPTKCgseWlScd4i6GH3HU8ucQ3bk7nsaBtdLm2V4rpGvv/E6lvlVluWdIfuIx+ZW8P5Zfu2c/uKlF4uum8lvUjS2dNU/3jlEhJlzwaLfX7CCRT3GMz848uQPDz32I8ycV1dXR6MxUZaz9wHsAWZYIUcQVLOjkrAfkUpgF60k55EwSbJSiUYjLelkknTggfeYDQgdReA0TLXFo9SX0UkVE+5Eof+fvfeMbuu68r6/vc/75f3wrPVMkkkmmcxMYjt27LhXiWJvIimRKlSjeqF6712ymtVsyZYty5Kr3LtjJ3bc415SHEtiQb3A7RWFlChpZr17n31xCYIACJKgQOcR1l4yDKLccu49v7PLf7MqjBavn9ojkhszacQzlTmfBWDTQ2ZQxgZ5Tawyqz/7he2BPKjg3dv4uL1VHh8vSkwekIONgaPR5HI3NbU0N7W4XO4gi9L2zUPYYWNVFFDExDZPYeBCTLrr2rXHIUw42tFoJBU42Tl7cbHObFWO4wa0RWDJgIQZCArYU0YzWPZjmpZA5+xGiqaTL0H14MCESdMmWT5AO6xN4P2sgbskqyqMIrianD6klI0JSx44F0A+HC+KzL0cYoXYISZdTpa5JvlAmF0/ripMfEhNmtuQgJfnOtqZQxtzccH6E09HrSFFApg0TFgItANewinUNCzwgSEE8ImrIfaLKFMQ7TxopPoaYkcv2h6FO0AQz11nlBwupZqaGjtxfeimHEIm2VtDNmwqmFZebLfSm1Rd8u3qywVBg9pemm9D5n2HDvUqH75vRoQJt5Ovv/mGfG45x8hU9t28+nLm+hqXX9tnvCRbf0ejs/ia9YvNA0GYWRcs8sQEi4DNcs6H2bLHr9oHezRx4kRV0wiQ+kx35F3x8TyLj/ece5mAlyhHo2vdc/wumRFhermAJksRjISiECUXm1+I02B+t0KWySb9eFVM3SLpdczGBONlGQuEmY5lrwiT+v6oum6FLWqjibJCnkxV1tPsGrm8elV5FH9mATIxh9CWnwr4fT7f96e570+JHo8hSW3RcH8C0O3YNhp9mMAhbd0i2gmEmab+l+pHCDKzWzmO1UbRMJ53g1VMsf7gsKYAXkmqxURGDslA3BCienDgxgT9+a6Q2QasaIVDjLejrA8j6vz7BVzpwAgB5mFKRyqgG6YCGybrbB6SdV3WDTTNwKaMBvZqjPZG3icrZp8vrB9XREliDkysH++OlHZ9FpVosa5MUbgPhC0SbqU4dSo1ofQbADcTgWVgksr6xYsXYTyIosjzQcPQKZOWDjXlvpJEUlv8A9YpZ6NwGSZ0goDzOGYMTgSP5S19bei6nBOmY7MLxzhT6prLQfPBbW8stCFz7/798ZnVA2FAmM0ut49DgWv4xdqywSuJObocF0rDiyr6iZdOWmZ5rIn5+GvmZ50wB06w6OC1m3NOhtmyR69CYcwpU6ZIaTu8ZGJOgY8e1wEn8xA5TN+SorR6e8Fj2TViSLfHK/l8Bh80ASB1zRPrk051FjDFE/sZITNBswj+JcJkDIDNMZkYe+80i8iJKqqKga18QhqLs3v8XNPg6NVOykU8YAPPi6fPSN+f0r0+IL+zKajP0bRMbh02Y2CUPGTZGZjdKr7JMwkM1SNhno+r2jjbp+rjVEZ5fazFIRa8M9UmE04N4Idm6KzQJhrvo4tVmoSCWCfS6Temrk+KprWlIMykxw1jviGLMi6aPV6OF0QZy/YBMpEzMVED69C9vIga5qLMMTFzML8oi5rGJMp7rrrKltGxMi0UwIQHxsejifFxx38YbcOlZYhRpRUyLcsgQS1qEIC6RskU0dMfOthZ+CqedacEVAS8vHDhPAwtFFnng/C1dKbILx2OZWXAaOliHWcp81bFDAexyeNzLoFJDSiN8uLQNTmnygR7Im/ZqCJboXp4WfGJ2ZeD5oPX3l7cmeEQ2lE9gDdtBpkunx+m+KoqTHEcnJKY82rwgJQUlzx004asECalZdYVVNNBrr1lYtYhc4AEi9bevDDnZJgtO/4b9PROnz5dhKnQ268qm3g66i1hUl/y3qroDAhBNbcEvj8lNTcrogBzOtZxs2NC0Uk/L7CiJGBos6vuugYwSXU9yAAoiQl/UAHGekWY8ZTOqNuixiLxeik5PDhUi6QZhqWpqsutNDUbfn8qwiQyTBlEBog6h3I1zG2FrdKBNJKKZ9qKN6wjTI+EyX73XCwXNGvU5HjbKEWQakMAMtkplimxIb7GnCgLsz66KlaRD1NK7cNMw2xUY05q9sxV7ieDF10+DmYQmEICssIrKliANc3xClJAQnd6pJf17/05UO3t6JHWsBU4YC+KVrFVQ3uM/NtiolLA6iHMjjBtqjRItZU5ieHFMMuE7C1hnmWyA5quSpII6A3HDgATRTUtE4ATXoTxdj6WkBCKwGIhkkZTi8X6raAoN8cR5oyZKIT+dN7KnCNlUtuSP90JmjdUlzRvuFxsPkjtg2WVpbF6iBdeeXVAfQhw0wjGJDG/njsm5zyZYLvrbQ5cf0djtvDSsWl5dhPDyqEjlv9/D2eRMEmw6JFsCxbNvnNyzskwW/bw1bswUWHWLEEUW729rgFJGMNAVjAPOmrhPfktwwzVqOm2FhBFN8f1p6qlvwRF4eDmFu67fwinTvMc5+d5qvgj3x2AHxCF7XENm7qpKSoSpoqV5oo/pgLEap3gQCBhkk5m5tvgZBqwBu4hbP5i6Kz/TmInl0tvpBIQFMUQoGAYW/GZHBeCKdvQgYCIJwERyS8UZnFew8TacJimkzaCPIvOy0gkgjFejI9j5UuSnElyYAJ5AGGyvuS9YLOBs5iCugl4yYTTNYspPdpkgumUIUFWWrr65GmdAh+J9sTJ3bFNZxVAncOVFZtj1Q9T1wT4p2hvBI4pi/yaLG4uqqrENGnbe9J+zApensX4eATxEpvw6MwP2cakSvFks6UEdpUCgESwNAEpNUJKNKRMzEMwsSyI4eW53uHledTAjMiyBDAJX4jJrhfOd3R0YB8rTJpW4BfaaayyAh9ySqdh7+7nEa7QeQtQee/RvKU5h8k05gTNgWGem3vZmTlIjUQybU/m3VUDd/ducnv8gcCqVauKB58k5qvT6ugIzBw6Put4SbbyTrsHa2lh2fwf35MtwhwgwaL6QSxY9PDVO09ecTDz9z90zQ7Yo8bGRiBMl69fUXI7h5CJFGVCmFSprcAkKCtMpNE/0BkpPRAUqZR7vEJzi9DS4vP64jMwAQzkGDzHCBOLfahUlhcFV1yuHbYDlxWWqpfIGOmNKBdAQlIVM2QHyjlBHAyESeSs6nq0LYpq2ZFwOzBVNOzgJfEwoHVAlGCb4SBQAb7JVIy6eSbbo9EwgASwVvqcyVhnFgy5UkeYnOPl+ZhXE4g6hCo3hgIUZxrtMckgoBfVMPxCZ3SVLFuESTXprb4AHOqghM5zuHgTPsVUksKAa7AlhmVdAsJk6ZcR04rVjxs6ICWr2YnYalSmQbL/KmsxD8/ghNpcaaITE7gTC7765L08z4Lv4UiI54PwAJYFtrx48SIMTWBLURThh6jgiLzikQzqiWhUw/mKJ8xlK1bAPfP+YQtyjpHp7fG8ZVUxFc0n5lyGzEFqFaXoasYAcUnJwM2ATS6Ylnz3sG7RTzQMIklM/6Lx5MkdVVAzQHhJtv/WFWWxtMzJv16RFcLMumDRvYNbsOipKw+OGVY7dljdkWvuzvAjR67ZDns0f/58XkBG6h9h9uDDjMWXWRKjZcA7kUYELJtt7dZt+dLbGTe2UOd5Xg0EZI4DnqK6JyJPf5AH2AtHnb0wqboHIVOWUOjJIUxGYih3aNi15L0t0qFqDs3Q4Vhppu5jEkOXuJttd6M6905PHUWiz7V3sLg2sBapM9HZRN+aG5MG4X91pm6dEP4mzyRjiXTCkvARwACNHWRVVVlzlsEi/NjBKI4xlaWwvo2OKCVAuKRq3kCiGip1rodhH+kNYeKxioQdXYJTdjYF0LsEYwwYkpcVGLrdD50tQc9q6i9BHqZTPy7JEpwvDfNDWScp1JjUbNNUBWW+FJY9qluWxRyJmI1poFez795Lyu0Mha0gj1dxNBoFvPzv//5vOATY10fgnQzMuLEXTa+JhDH3kCXGaY7Bwb/38P1wz1xXMCXnDNmjvTNkk5OZeWzmZcgcvEbnaOCieNjCz+M5ceJE8SCTxBxfiXHhiqKyV3+3d0AJk9IyRxTal8OY67MgyZ51waI3ZqBgUemgFCwam1fnIDo82XX9mkw+dfi3W+H9ixYtCgSDLf1rNMAKsYNwNzaSVfqQprpuGbKu8rLkFwQPF4AZE1AEPti3GudsE5SPl1A9LxKyTF13KutJpygoiPCnMOsdSZBshAws8DE08mH6gkGKkjNfrqToOuuA05eej3ZGq6IAm8laX75hIAwOgu3APHeWsijPoUhkpB2dkCiZDjDMSxJsbbPL0+TytHp8gJcC1nqY8FcKgjuc48zyrF44JV5SUxiFeTBN04zmVIGnK890arAryFKGGQq1x6LksJ0iUF9cDTIZda7nZTnzJo/YWaYtQqKsOCDJy83qrXQ8sOgIJprN5dEgbIuEAB2p/zgmiTBHperwJAt/G4ZOL8K/8NwKdRImLB9Qgr5P3svzdt5CGIgbcBIGDGwQ4OWFC47KuhCJhClHF0gY837DPXeNPIsqB6Yod8mmfuWNN+GeObWwLucAmYm9P2TL2CI7ye3+6WU5R6nLltR2TELQGjV69OfffDsQd3vSLHrt9dexkKRusEhiLqu1kwQO3rJyoPHSsYZhdgJJ9R1j1v4/J/tDmFkXLHLHBIueueK+nCNlUlaMf6y5eUGPn7rv2s3wzqVLl/oDqLvYrzHMNKL9rNhHNbFtIhr2XNY1phgpa4qgSBywZSBA0jc5p0oySmlzs46NWJjQFgmHLJjBiYGBrHCnZMVAXWvWnRwhE/6HQSbsmoZOG14U4W0uP+cJBEVVpW7ssONeOLC93FNiWuYIVXqbyTlwRj5M00YCmK5hljYBxVkGHTZnFxU5gAsHzu3ze7lAgMdyJ52VbLQxCnUIs4PN3ZFIKL0KN4ukRwBLAC+BGWItrXOmIt6FqRhhAvsBdcuqyjTP7ZoRppYT5kWJ0k4SrxHW/4gJtqPztgdqYoqaMJY4QWxBPX9cizXDAiQQ1GKqO0C5sqZ7g0IOj0YsV1aDCwEIk/CSqTqxwnDLiGnpR+mE6rbmU6y6x9AME9/D1i99wcvzLJtCx/IimfUcD50/f55KyGGAiiIsfOUolrSjlBUTReph7NnficrtZkK93guvvAb3zJFFlTmnx8xtXJGt4XlgymXIHKS2fAw6iOY0Ng5ExIoI89PPPiseNJKYhyfYY3L5XTMuGV6SLR4ylX66PH/4kv99f58Jc83/m2XBok/njqLirwPXbso5UiZYQisx5Mbb5vT4KdgReOeKFSt8HNdPwuzsc+fzu7HsmvcLgi/Ie4NBMKBKl99PcivYAs/lHiR4+X2MjYGOMA4etiKGHsJm45qiaYKMdRwwZaJPMmxRlJzMiiBnGhaDTF0FBhKZfI2Dl6FoGBgbQPHbv3/Xq0pwjMu7cZPcfjhoiX6wXBlKOTGJbzwgYKguyPs5zgOn288xAXAOcBoOo8S8r6EuOZbtjgIPsRnKPEbC0W46Nl25pY3VaKgUck2jtZ4T62D9emDMoH5pKEQZfeTNMy2L44XuPTuIMOGiYDJHRo+tHjH90gTCUTxcsNnjb8LEAxwVwDyocs+Oah8IE7Uo+0RxSb6qg4r9I06urKpiQQ1zSJqhMEoEoAc71qeJ4s5GzJ9JaZkarEEtA0ZLn6U7YXdgLEkSxsMty4KfuXjxImwb/AQMHlmRsfCHVZPh4iiSqaI7jFID5e67dEqdO38+3DP35M/OOTf2yiYV2t30djdchszBaNym4dNG4CS+fsOGDHsN92pOaXF7mlpairH9U4lrYY4Fi96fNZp4ZfKwMZcYL8l23LaYkKmkqGTGv2/sM2SSYNFH2RAsendOXXmJTXGLb5uVc6TsbotuswumKiqwImnUsBEnfnNP+o/su24DvHP16tU+v785e2nGlLvY4vU3sSA41boOHqRM3NqY91WiuJ7AazyPoTz0yylBSQ4yRRrV0KnbDlosG9MIGejPtNAt88knn7z86qsPHzv29p/eptwAPWSebmnZs3dvc29U0ykSeqbV3eTy9raH+MAZVZfAOYXlgxcMkBLWCy736ZbWUzF24gRB1lQrbKVJ/HPyA3uc5ZlXSmcOTJmqgHNCkukJhNqDAlJSLxiqoIfR0l1d9hQTGgK8DGAZFA+gHsa4bTq9UKLHgCj5eayc8gZgvcZzgihrmqN3RDmfnoyj5JSv2LdIdHejqhmARgBLVopFzdYjpErU2ac+tr4gwgS8BAS1MBtFYwVBVlt7v/ASdge+hFTWnQxM4EzAS17gdUMLxYTcScudVbj3rGeFI9DUg2KnitrzL78CN8zaosoPh2zNOTT21qYU1tIEsW3iZcgcjPa3NZUjWG3WvoMHs373bmKxj7Xr1mFUOtepmDVM+HFkYVVO8JLs8Ru3VhfaYfrxv53bN8Isz8+OYNHvZ9aS95IQc9adDTkkya03rEj1p7l3TMMTV1s7e84ceDJh6JinrkxXWn7P73C8rVu3DgirxZO1yDUx0umYVjlZzhkpzdVH+ZNuBk6+VhcYxwV8LOrd7EVBGHjCwVwlSoYFOGECV1A2JuBlOBIC+/bbb+IdyHMa57z2xmu+gH/2nNmjRo1y+fzf/O27zGMfp8gG2XFzupwDkFM5j4PNlH2qGlgM1b1yvAsPMEeW03YnzTsBXViND5aQh+O0gAaPxdTFLVnVeEl2KuhZRDsRL0mRQMWCF90fFDg+eZX9+RhedrAkAUXTJOYVN4DiDA0WQfC/mtnp/4xEIwCrMD57JjHmb2xnKj14mrKR0erEx2WWe8nwsofqbHg/4SXJFvUn99I5C8C0pqkDYcJmxGdgYomPwFshVCtFrSTmU41mrA6KPmpDd3R6TzW3Ns6dh27AH5oD07HphaPoBrVx/OW+P4PR3l9qM8/JZ5/P4s0/VlDg//Onn9L3/33e2Fzh5dThiNFlxaUnb7g7h4RJNj7f1koaeeuEPhBm9Z1ZECx6cfpIAsuaoopGpjM2Nq8uV3g5//bpdEBSvWHmndhyor6+fvLkKfBk6l0T0nzbruvX4PHZuBEAChY4ngD2O25h8JBb7aBsXlmsFw/MEfBvmpIiugabYK13uqn5THOL2xOfD0N+To8/APMomqrKGnbtMUMmTNZAAnMY0k+7aebC3y4dMdT2FUyeMpme1NXZwzjnB6R3h47xJNyXYFT89R/fv//xn19+7fUTjz2+/8DB9Rs2zp03D5588fU35LIGwtQMg4px0nAjeb1SqV924hDrLk2eMcvqgVtyZVQ2AqgE++7yB5o9/lQ+ZzpEHM/D8gSAJ8gEnVQg50hy0rOrnFgrVRVTLqOsgza2vkKXachWH4K3hSJh+Cr48gxIDI88bC0vK6KqRrKRdYBePkOXFVmSRJbJEE7vG6RtCDPlItK9bOtT5XjXbWiDr2JDRTIMHX6dMjDhucSSQikZw9Z7P9eefnzGG2wb6+mD/ToBL597/kW4hEcUVX7wA3RgOuZIZa6+3FxyUNqzczEEuXrN2uzmRzE3psfj823bvg2+/+4xVTnBy/Wj7GrunbctyTlekjUOnUSbVDl0RN3NDRv/Vy/Kf/ovWPTkFDt9ZWRR5btDN20pQCdhVWFlTvByzLBax0t29OqdSd/z3K8PTR0yAd4wqaFhbH09+tPumJLqC3dcjxKsW7Zs4QUeRepgstAwNBwQRWyYmDv982wZ04dB7fSAKPiZplAaP+0p5pGDqeQ0GNMpOhX3J4BM5oYKYnqkj8NCaWzoo4ciof3798NhHHNn/YP/51Gy1VduGDVkNL3onLKKysqcH5AMjWLi6zduXLBw4cSJE8vLy4tTP9at32DXsLCK+/QV39RkPELtvFORG9XRRMMKE8pmRRnZ7NGTLaNKHM0wYWmGbd9bUw4t6tYElxUMGMMyFE2Fq0yQZQCYtmTRf1tbEv2Wum6ysiDWXhOINMRalsfSGtsNC38dxupZ1myIaYomxyeiOwBUb1DwoQc11J+W5Z3146zSDQDPsoweq7NttXMWWA+H+9IXMgkHspUIwCT2HI9GLqDKOmVgyhluVcpvbo8qMcKEe8Lcxrk4M+bPyjkl9tPmFdg3pWVjLkPmoDPfJmSwkpKSv59uyu5dnXqUf/2NHW77fM6lbu7zaMNI+ukFQ6bkHCzjbePt80q6VrJkKlh0Rb8Eix5psMud6oqGvz9088dDtz4ybFExChaV5IQwnd2vKkiHuCevPDhxKJa9T5s+vboGd2HRbTOTvnP7DSvhr9u3bxcl0Y4lRTGXjLQNqUtdznVyMoei7vM7U/4J8jK245FUxS8ILr9d4Utal2cYNwKIZpgh0OT2kZ+K6V5i6uarr79KJ2XXzw84hEm27tebd//84LzrcMw0TJ6c886PvbgXuTwffvpZ/BU3PL9q9F1jJ98ydc7185ZcvRJ2bdsvd0+/ETvoVVdXO1EYHiCKJeNFWe1wO0vGi/caxekU2e2hz7VHz7ZFyM6xqDFxCKnfqOpg6eOTCEssD9NK1runu5GCJWv2JMuaAugjyjLmXUgySox2Iz2mlx4CenQ8lt11wolCFU0jnUzWSok1dk/BbHS04ds8QcEdEBTDiPTDM2zHxw1NUmQ4TbbwVAa8Gusd30bv7386aDQaFkUBLBJBvHQyMAVBsCyTmvj07ZuZD1Oj3l5nmloov/2dIZtyjoj9t0UF4+m6XjjqMmQOOqO68idOPp3lKZJBZovHe8/evQhRl1a26JvGMSz7snh8fl3OkbK7PXjzusqiTkfKisz6S877ye7ivgoW3T/RlhEbU1T14dAtgJdg7w3dRC8+eeWBS4yX0++aSD9dWVnZ4wY8dtXe+jyMzM6cNcs+YrfM7f62rTcige/cuVMQBWrwR72kUTzZMv1YD5t7re+Mrp0YKyZQInWCBlrWTAPbUxoaVYbS+2HvXD7O4w94uEB3bZlUP0Q/wbx23Jff/oXmnVVXrk/AS7K5v1voDNp3Pvgo5wcqQ4PjduShh2CbZ93QuO9nhx74l+NJ9w4M3lNWVuacghaPz+PnWCGLDKgJo8gKW5G2zprxeMJEv1wkFDF0S1UsRQ5riiIECTLbWYNpEk4chIRJXtZwJAxDy+3veeScboXBhspXmOsbCAJb+gHz/AEfjE1NC3WLlVN/bQNriEzyWDLkxhabTpUKUzjHgDt1zVZ0AzNWLdMMh+ALgR7pcoYj2dbeFmV0Cl+lGgYQpicoqobZN8LsUj/O5C6NuH5Gl/QsMGYOYQtTXpJiGZgXLwCEMwlMHg5YfzIBYOApmuonJdJTZ+gq/jDXcJgtW1ZgTyhzay9D5uCyF+ZV0KlZv2FD1uffM63uv333HU1b7868dB0k68oRm6sKK3IOk6ns9ev2jy6oKS9izcF/tj0zwaLH6Uz1Fi/3jbfxsr6omtjSMSpy3/27tZeYMI//Zg9t0sRJmDZw5Jrt6d9/7De76/IxxE8pgjhcb1qc8J7NNy7DfdmzB27HTs8LuruyOlbNF0zsSzIIjSVbel1MM6eJScQ4fldHvRzwkro9yppKgpwuVNcJBgQR5mhsLcQFe7WnFEeex6RLZt7QmArANvwXJr00zp27dPnyg4cO5/xYZWhwKOY0NsKWb/yv7al2jaysEK/Hr/7y11YfFou98NLLn3/xpdvj9WFtFM9jJpys6ljMazcQjIQt0wiz7jzIKSErpCh///LL+/btGzly5LzGRr/H/ddvv1m9apWhyArL7oNPpYqn58pYfBylimwh9J5mARotTG7IC2PPjeJOmLfZyoRPFR1rw+P3EZWa4BgxJck2VpnCOhiGwZyKJ6pD4WJ1KF5ecAfRvLzoF2VB0XQTK9zNkKWZpqTpvKxyouTjRSDMgKRYfc096KwfZw16gIHTd/cewLPAMi4o3xLGCfw/4CU2E7cMURTgxWg03J/vZ3X6qpc1X/jr37/D1X1xWc7JMIu2qqCBpoaZIy9D5iCywGY7WXHmrFmfffV1du/tMD+2uj33P4CtqRaPrLw0eDmnBoG2pLjk2E0bc06S6W0k6/sz6arFvRQsqssELL9fOOatmbXzRtjO0glFIxLwEqymCI/V+LzRl5gwn49V8TQ0NGSIuA9ec3d1AR4uogV41ObXbL9hpfOGNTcvgBf3798PLBAOd1nvU50szH0Ugxu0Zsdn/VxQknhZ8gSC8X5X6pZOapYoMRTGxDbAHpiXg6wMAOZo9orcvcdfJj+9cPFicvQBay25ZgUd5Hv+7T4HwA7+5EH0opeXozriDydK/tnXmKtTWlQK27/ot8vu/clDqQizssAufly4aNGjjz0Oezp+/PgPP/qIlUohTYF5OPRqSpKkoMdL1kTRUpWzwI3n2t/70zurV64sjntMnTLFdvm++qrIcaqqRKLhNDVBOTGmlGiiA5MLZEKY38cJxtJhaWbSDfgKazNqhUPx+3j2XFsoYpkhk0nrRCltgJSyHG8nU8s0YHiTD9MHqyRBZP5JwcMgU1Q0SdVFVeNlhRNlT1Bs8QdbuaBPQDnOaFsfvY7UaElnDkxN1yLRcH/yOft1FljPehghuq7BJp0/f77jfIeF6IuLE3ixPwpX2OU8GoZRS726PmdXRO0PSmg9E1ufb19uU0eU5JysulvLhuH3TiubUlNSVlJcUw4kXLKzoez3iyrMXG/YgBq/ZfikajstcOu27dktuSX1dY/HM2oUCgu8Nq1uoPHy7rF2W8yNt8/LOUD2aBOH4WEZddOUTAWLhqUULBKW1X82d9TRSTUr6yonVJaVd9Usbyga2R0vwbayYh94TL9r4qXEyyW3zY7fvO4OyaR26LdbyOtbWmr3lBwXx8azGLK++OKLQJgwl3W5wbJqVsM03H4u58CTOFmTYiTLn0SVIX8A5lnV0MAAHWlGoHfCVA4Y4EigWyy3TdV1BUt0Nd0y8JWQCYTp7pO2+YefflbCVFLX/2rLzBttX/H0G2fFM1gdK/l55/0Pct57PXP74i9/LWdhlJIi3LvaoXW7fr4/KWHCjk+9eUZprGOpvZCprX37T++2ksC+y93scsPD7/EE4HT4/dj2vbnpsUcfbWiwi/jgV4DSd/z73nG3T3C+ZNPqNbzXhxo4aQU2c2Ks24sFKxRYmDR7/KdbMzqzsMSAY+Lxc14uAJeVg6awPoIhGs9pGBNnC6Iw0wnHxMUYYbbH+mxikVEcYRqWFYqETWA/y1R0A/AyIMp+XvLyQJ4SECaAZQsXdAV4AdZVcT0ue8ddHaxciHXPUTXVtIz+JDr200hlHSwSiQBeYgbmubOsc6VgmHq0reeuPWnw8lxHOxx/bzBIAhQffoIyL/VFNTlnwqzblnxbn6SherBA5gvzKpaMLq1OV19YPLyseHJNycbxZc/NrXBtGP63NZWfrah8d2nlGwsrnptX8fjsiodmlN87tWx3Q9nWiWXrxpUuH1u6aFRpY23pjJElk6tLxleVjKksqa0oAXw9OrPcyvUudzfYI9rTP33wURYh0yZMr/f48ePw5TMHuMXPC1Pt8uTZQyfknB4zsflDEIqq7hqVqWDRHZ2CRV/NG3V88oi1oyonDy+rKk1sguM8yopLNxdMS4qXZMsK7Xlw0aWSXm+8Y2of8JJs/3UbE3ZwT8z/WZuPdUBfff01LyQSJkWgFFUdhD5M0n7BFo3YPEggOXQzjH3Pg6IUnxcHGy+rqAEeioZYe/RwKNZb3IpY8Z13WvqUcQoX/lF2nVblV43M66z0B1hyGGz2DXPpxR9Wbf6efftps+cvwFTSssLyNBHzB/7lkXW/3jzl5umTbp0M/xYz/+dbf/wjx/Men8/V6nI3NXtOn/F9f+qd117fvGGDc6Dqhoxa9ptVh358NPY9x2fcOGf3zw/SX1u+PyXJkm7o4Tjf3WAwyhQ1Q1ZQkjPvuwRI6Q/CCJUVVunDFjUImTCSqcWP00eSIghUOU4xaJaHiaO3DWt5znbEKp19rNIZvpyRJ3IR6hpFIrppSYoWlJSApARlVdJ0QVE9vADGK6pu2XpHvd7rdkwQVZiKlGHomfReHKDjTxmYsDQWRbG9vR3w8uLFi9G2qMA0MMNhqz9V6nQkzZDp5uz19dvvvgcDcnJhbc6BcCBsR77drQO4K1dA9dXKyh2TysZVlSRMzNVFFXMLxx4ZtnB3/uy5hfWji6pggk41d/f5Abx6eFq5uT33YBlveyejd2jN2nX9US6i2gFSRznT6m7xeH1cIAhXjiBMnox6es9MqR0gvGxdUF/BzueYghE5R8cMbdPtqHlbll/ZQwbm/3pywY/2TfnVyuo70edZXtKtq6IztIrLxhfVLCocd0/+7CeGLXszb30atnRsZuFo+viGm5YMKFs+eeX+qXch0DqKMdtSK66nMkBK+uyyW9HPNnnIOHjxiSsRIYYPH4691kQhEstZors3zGuqrgX4zn4Wg8eYBlGAo/x+7AqN9bZYyKNrHC+0ev2n4wiTuo2Ho2HqsxNv1PxR1jWUZkpWS56h5vmyFRgfH3/7RGdQzb5+bkI5DL44pzHnhy5xB8kb7Ma4LRwrMkwFP3UGXq8cjv7/VavXbNhkF7ituGpN+rTM+390zPHllpSUjJ8wYdKkSQ0NDVMmT542der0qZ0LJQDRzf95d6rvmXAbujefePRRpjmjmpbZByK6FIRJ/cfTisc6qgWw9pEQzLCjjabrAUFq9QVOsxwPzTABkxxnIEUQADJhNWSFsF1pOArP4RkCJ3l0nW4+Z1h2R6wp59nOrklU3RPFLonwHD4LkOkXJJ8gCaoW6X39FGaHhmDLVZm1/ya8zIkDk9a/uq4xlXWZ2kTCq1jaL1BdebifVeqwX3B+4T5DJ/G13/8eBuSswtE5p8EBsnuG2TGyscNLvl5VeWkISt9WdWJW+Zza0squzAgMOalo5Lb8GX8asjnp1v5xyKaDw+YuLhhfX1RdUYw1yjDDlxaXlBeXwv8OLy4HLh1RVFlXNHxMUdW4oppJhSOnFtbBrN1YMHZBwbhlBRNXFzRsyJ+6JX/a5KJOzwBsxv4pZfqg4UzXhuHkCfv9H9/p4x2edJ7hDu/2tLo9Lo/HHwgwJd5ItK3tzTffxJmrsmyACHNcBZ7XiqLynHNj5vbAzdiGpqSoJJ4nl/zvw9N/uX7ctY0jbhtXkVddUpR8jQPnqqq4fALjyb35s1/OW/1RrEi8DwZcyr6zZN91GwYUMmffiaky02fMKO5Hw0oSyXz51deJVE9eeZCaki9YsEDEh+BkxZP/RDMMX5Dv3lt5MBiKV7PeeRqyJVYrG6YpKYqDl8503+r3K4aWFC/BAC9VQw9KUovXnxQvk9and7dPvvp6eFVV/Ejb9svd8bxUk4clV2++/aecH7oEI2/woQceGD169MiRI2G5UVqC187ESZP+/PmXm7due+jHj1EC4f6D99KuzbtuURrCPPyjYxRYT/WoGla94Nol+352OD2prrkCHe+NjY2Al4oi60a/cuqybhQlF1gzHZT0T6121alawPQwDVYbjg0TDUNhHSEpzQOgM6HuhjkMo4CXqFJLCv8GdVs0yaPrdPMh/0Ym2wwfB8h0BwWATCMUSt9TKQG3COqwyxKLjwNqZq4zmcVO6Pa+sAxMGBiKIpmm0dHRcf78eZg0NV1ji06lrS3Sn++n/YWT5eQIPffiS3i3LBiXcxQcOANmcy7dFWNL1W0DBU7vLKlcN660riLxRgFAuLRgwpN5yy/xjj+dt3JWzGWERFRavHNSmTZgu98re3AGzteLly7NvAcKqRKRNcX0PQJB7KkKqy+4eDEH+8IFcvsDAMD37x9XnXW8XDzSjvIfumV1zrkxc3vtun202bW3TKwcOrK0MGWuBqxoaooqYP0yoWjE8oKJL+St6jNMprLaIjyG5UVlPXYA748tvB1DGJTv18Dcj32weayh5KH7HyjGluUj4ZX1N2GVyv79+4Ev4+suaSbiJbnF68s5AiU16iBD9TuAl7ppAF76g3y895K8c24uoJp6UrwEM0ImS6VLrCInucuWuN6IPW7Slm3bnYE3Im9kAi/VDkXlqE+/znJVYD+Ndcr2PfbEkwkXDvn7x40f/+5Hf3befLrVc+Jx+52Af6nIcBxLpCwvLL/vJw8d/NcjB/71gX0/Pbz3Z4f2/Nu9u39+oLtkaCo78i/HK1mR2heff6bIUqxfTG48Zt2N1XEbrEAM22DBMMMGo8maRpHrEqUvZZl150GZUIt1M4dvEGSl1ef3BAJWOImujl0rbRqAl0SYumkqmqZj10hUX6duPjQ+e9xm0oeHb/AEBRfHw0wTX5new2djVdusTbwCeNnWHjnX0fNnSd00i53QySgDE9bFTFC9/eLFC7CJsBgRJSbH2u8eo7TKVnXNFcsReuLkSRiNMI/knAMH1I7nLQHMo8u8vBQDx31GI2N71el1lR8srXx+bsWRGeU7JpWtqi+lmp34R2Vx2YzCUQeGNeZ8318eumZ+Yb2zdbCdmyeUKbnmTGlrVS1D8Zdfez3DPCtSVofZD8yFsh5+AMtQKNTOHii5wPDyf/7nf2Bp9sEHH9D+PtYwMot4eXCcrcaz6s5ZOYfG3lp3mIQ5saqoHGBybuHYLfnTjg9b/N7QTVnnye72ztCNcIEUowT68AHCy4PXborf0z63E1p+K2YDrl6D4XLq8kO5nS+//DLcliVZikbtVT9pdGCbksGqU8Ty2QRRwQbNqqEFRJFpv/ji53fyzvl5XrOMVISpWwYnCC1xXGp/P1yVvAAQy0QLM9LJ3Bdz8RWjl29hAi9RAP3Nt/sY6RgII/2cF15+hbZ5xVVrD//44ft/9EhFARb4lLN/Fyxa7LyfNMNrmID//p/en54PF1+zPEOSTGONv0MlqH1771HsljFm+m5Bl8w6GKqZlqXqBhisdKgvuS/QZY1DBqMLVjFmiNXssA6JqHUZwaYGKGLAnJC+IA+vJP2hc3Hx7hBWcBtMAEqJsKC5l3XzIW2uDLc8HIkEJMUdEDhUicV+lD1/6jx6U03L7sxo035qYqRI/TkGlkzJs639XBv8m5XVgZ2BGbaA2QVBoCY+Fy9ebGtrA+Dk+SBLqOjvSoT0SCVFbo2tsh9+5ASMxnUFU3IOQpfAtuRPL4/lOlaWFs+pLQU+fGl+hXvDcGAecQsWoby9pPKpxvJD08q3TixbPqZ0dm3pxOqSURUlVWXIZunCGMz5U19Uvb5gyqtD1+V8ZxPszaEblhRMKI3tQWlJ8dr6MnlrLiHzyTnoRpvT2Jg01mbfz+P8ls1uj9fvDwQw2RKWYbAqNE0TYJKclufPnz/LNK/hYYVCcBU9/fTTtLOvT89OXfkfZ4yiwzc1rz7nuNgHK2NB8AmFI9YVTH5g2IK3hmaUOTlA9tSwZTQayTGYdaPuPPAYPcbuJ9u379l40xL47PTpWIWx7qZF8MroYdjC6S9/+RbDXiyuRHdvK2wxkb3Bq7UO6OvhgkCAMNUGJYkChfGXHjkhvcGgwJQwExIv4RVgSzBRVdxdMzDt5q1+Di5LRVVhNu/u4UwFbA/+y6Ok/xBf5kM2/SbUvX/qmedyfuic2xHs1B/eeZdG1KLfLnM2deWVa52JYNc9e52PwPvf/+hjeHHk0Lr+02MmtuMXGK0AppUCnCKKmqr2pUUL86GRZZEwgWHCgHyYy4RddsxQSNH0hBxgGhUwwHTTjO93w6rCw0CYcNUFYXHEcXC5hSM9KDeSVw0IE34F3m9YpmYYrjidhww3nlWgW0FZRcgUZdiS9EeGal6ibWFN12SMSmOBD56F1HjJwLKt7Ww02h5xLFtqAHQcDFPnRQHWxTBL0qQJ5MzjIxhO5g3urVGvc5ieWzw2YT730su4eCyszzkCXRr7YMjWxsKxaTmx50cJS4ysKiqvLRo+rqhmWmHd/ML6o3mLcr53Pdp7Q7asLJjkYHZJSTFQtG9TDvDyL6srV9fbm3HymWdTZePE+y0BL0VsompEIhG4QIAnAS8vsgc8gRcVRQGwBAsEgz6/H+yBBzC4WV5S/Gk2WklSGfXIwqqcs2LfbHw+xhznFo7NIVjG2735drHwpKFjs06Y9M1PPvMslZOUF5X17Xt2Xb+mGGVk8NAduG7jySuxXLe0tJTappisKwfGwtrCiq7BrDeY+0WSAKYnEPSwGOWZroKElPkGMzsAJAmtx+OlBnOTInOiCIZy2Z4unwW89HGcKAi6ouiqKsmyPwPNefpFqgWoGzKqOyxNvwnzHB594smcH7rvY/kDn3z2eV0dDoY5189L2Fqnl/pTzz53Kk5Z9OFHHilG8c+5/UTHzK3+Duxt9+JTT8l+ThYEqi5JyB5MR4/wp3Pt57BNVVvmOYcZQib12Tl3jsqrw7KmeblAU9fVyhkXLHN4M2Sd7do3E96v6hhkh9Hl4VBrK9yTNjhpvAOX+thHBFnmMX+4M48lY0I7G2mLqthLHZUzNWp6nvrIsH7oEStkYv04S4gNp41BsyODeBlpjzgrO3gOr2QSVe+Z/TAD1mCKlzIcDfi9CxcutLW1wXwqMOZ0YjH9I8wo7GlA4J06x48++7yY9XfLOfxcYltfMGVW4ejRRVUVcRXcDjrWFQ0fXzRieuGoBYX1qwsa7s6feXjY/Cfzlv9+6Iacb3l2dj9/ynAm98f2GjU5G2pKVo4tPTyt7J0lldKWAWTLwObh+6bYPz169OjnX3gernqY8uCqRyndzgpx1gvS7fEz2WHgRlmWLcsCtqRo+IUL5zs6sFFrNBoNwVpYVWGOIxaNRdI9Xq9v+3ZM9JpQWXZmQX1/8PKVaXU1sUyI+vyRL1y/O+fE2FtrHIp1prAmyjlbOrY5JpJJAehs2fqbFtHXvvHWH0g05vBvt6Z5/9Grdx7/zZ6kf7r32s3FMVXMx6/ad9+1W+DJ7NmzsbufBvMMdg+BqRDwMiAOxvrxeKMIeIvX38Rkq7vjJfzJz8PsqRNVkipRTHEdo+qeACXOdfppqZ6l1eOFRZ0SDJiwBmSFBE7PlHTbgx0k/Vu2Yfuehb9d2p2UavIwuPzhp5/n/NB9j3zu/ut3/5jMhM2n3TSj+9Ye+vFR0lF/96OPO2umvL4VK3GNs/5XWy4ZYa68Ch2q5WVln7z3vsTzcEJgoEYitsQ3cCPQHXU/T6BH6myI5djRcBh9jbaqZLYIM4HBWM6e7mX+8NNsIMGYcfk4b4AXFTUcjZw9ZzdjjbbBgifMMjBVf1Dw+ANUAZTeh2n3QA9bEnrdOZhivLC8gp+Ly8vKcGvpyFjhMECqFxBKUnTTTNPzkfWmNAAvAd6A6yKRHuqDqMo+2h6JdM1IgVeykkYLhxpbPUmixaLhF1gGpqbrqOePDYaMrGgOYJ4tClN0EiYsY+nmmaq6+f8Ge3/I1veHbPlwyNacb8klti3506uLkld8AEyNqiiZNbJk84Syx+aUf7UyO2X4T8wpH27TZfHRow+FmSYw3MpUQw8IoptNXrEKcaREwEsd2x9EYLVFTksHL2HNhX2vZAld/MEg4GWz2+OE1Fk1EEKmn/MvXbYUp7ARFf13Yy6LlflMGJRdyNPbhjvQZwhnPOdgGW+LC8fTIV1xa5IO4H22lbegOtO48eOnsQD3phuXpnrnthtWUP4L/FuXP2LKkPFLb53j/PXhq3cVx8qFDl67Cb4HnuzYsUMQBBUemhoUJV+QtwsWBmt83KZBBpmUdZkUL2H+5WUJCNMIGfAvKauHmRimbsLkLnuDwWavL95Pi5To9fs8vmBTi9TSosEFi3OW6vR9TmNwxO7esYPO/u5uxSx7f3YIXh81enR2WzP02YBPFizE1cqE2yalQru6IRjuf+/PnzifAoSuYvXy9/7kwUtGmGAzb0Dto3H19d//4x+szETWDR1wEe+3YQuAEwyeJNQ1O50NFU2TVRUVNftd/ZGGqTC3JGSxFqt424djFRAAIVXTsgApCS/DVLODqRcyJ4hevNYCMFZbMKmYD6WO7Xbpgc6hTvtplxv+ja8thSe95LQooK+fFzlektTk2ZiM4WGzQ0zDHPsxmRn0H0dfK4uPdyfMfrb+6ZKBKXZmYMImiaIIk6fBCqmykqnLfJgwlXeuLk+3eqZMwcT1p/NW5hx4LltO7PG85TvyZy4sGDehaERNUUVp6mzT4aXF46pKFo4qPTStrLds+YfFFVNrYg19tm51uVpi9zRMVmH5IaIvEKDGDQHmtOTZJA4XAl0RwJbnztlr2jDTf4BLxuPzEYs2u9DtGT8jUITd5fGeOn16CvM8bBld1U/CHMW6kA//QekUOfbAzejZgPObc6qMt+2xzgh3X7+yn1SZYNOYHuaMmbYo7t7r1ie84Zkr7pt/u/3rY2LpmsVdy4KeuvIALrjKcF009a4J89j7n3zyScwCE8WgILh8/jSKK01uuwNgi89nP/H6MuyXd+nI0yZMnycQCIiCrKmqoUnYp1AFyMTGkWHs6SMqii+YmF1JhOlxe32nznCnz/AerxAM4rUcU7ROZX87fWY5S2AAsF//q60JgHT4xw8TI61cvXpQHB+3h6q9Rt81BrYtFdeNHIoacR988pnzWVKchk9dSrwkm3QrygLPnTtXYg9ZkQHngDQ0HaWMjK70SD40uK/qhgEn2s8LHDaxUUPdKDS7hGkywkRVIp+f43lV11hAv41FmaMWJmqqvChxQcHLBd3+QKuPeSFc3jOtGN/SDAMwD+YIFtDHmD4TLzpLM0skiv1bU6m2fs/yRnq1zZiNaRjYTVLADuZJtTERL8MhXdckWaJigUwqrRzCRMiMBcrtKHn/CLMzA5O1u4djxSZTdNHAHAuECQuKbKkNUKWPqHTqaZxqca9iF86Sggk5R53LNkjsD0M2PZi3cH3BlNmFY8YWVVcWl3WHTkCtdeNKA5t7ZstvV1euGmunIsybN/eTT/7c9ZpFvzqsrfwc5/P7A8Eg3AnD4XB8hThdEdhPVtdhVYgzO89zAQ7wMt5vmZD/RlVCpGv0508/q67GMvAZVeUfzhrdN7xcMKKC9uL+m9fmHBf7YK/HBIs+GLo552Dp2MLCcbRVVEeTRXv0qnuovTgFyisKyx+6ekfCe2bchZkD23fsAFL6R1PLx599Qb3Id12/Zvfv1jbeMbUi5uQfMRILfCoLcQx89PHHbq831t0vpdwWwJiPNZaGW66oyvivLMH/due0nBsLdiNHsU7lImxqEK4yURQUGeZogMyYQlFidiVFyWG6b2pqaW5uaWl1twBUAwN4eqDoPzD0qsqvStDAfBA7Km6tHlZDYP/gsUdyfnDgsGy/G32tsFX7fppOkZI2++PPv3Q+e/8RbLA+93cLLj1hHvrxw0C28Ovr169XFAULvFRFgXEoCQreY7vEbeP6OQZZHoXXzQVkVQ0NWFcgJ0pOeRd+nocVTTiGl8A/qkaBrQDAJ+ClhwsSXtpOeOZVhqtJM3TTMgGeUWI9HAIupf0C8pQ1jcRpUw3FZq+v14RpmoKiciJc0VqCD5OYORoNk+YkEKaiqgDJbSxVO77Gx6kZZ4bP4SATYcK/lI2JeMkyGbD8vB/4Z2dgqgqsMjRdh+MO0+lZ9B6bcH3H662lPlOYgxpinZLg33A0kioHNaYJrAPVOwoVcDmQmPCDwxbmnG0u26C1F/NW7xvWuLxg4tTCurI4P+fs2tIPliWPoXObh1P7HnjU1dU9//xzQInMojCqI5jnA/cFEy5G1rJKAHrU4CYTDlGzVKdCvK2tLcJi4jBde7w+l8eTym+ZdOpE/4zH+/4HH86abcvv3z+h5tVpdd/OHZs5Xt43voY+u+KumTlnxT5bKcs6fnTYkpyDZbw1FI0kX9bBazdlFzL3Xreeztp8Ft8cm1d38oqD8W946Bo7Svv6W3+kIPIjjz6Gnt44+esZM2fef+TIgQMHJk60u894mec86dhzlKJbfX6Y3WRVMyzTDFlmyDRMXTd03UQfEfx1ULkx42kKe0oGeS8XAINdAOCUdRVmf04QM+/016P9/u130HV8Z30CF+35N1u/aNGSJR9++hm1UG9KJpl4yQyWHoi7hWU7f7EvPdQBMMM7P/3qG+ezCxeheuqm1F14BtTu+bf7aJP27NkjoASHQG0CNM3WQKAUxyjzFjoap52aqHrW4qfxDMZ+FFWD4PsDrO64FbWJZLhMUPeyLRpm+kJCrKIHtiooSrwI/yvEj0AaqwHWo0qUYfkGSKfAdxqmSYrrPkwITKLtEFtPeT2BQK+2HxXJNB3wMiAl0Swi9UuT0i8VWVbZxlhWmLUTcnSK6CDE1YxHHaqkmDijzTagOCyJ6h9eno/LwDRMA2bSCxcudJzvgOOjarB9ClW4p/8GwEteUT1BwRMIeoM87LvCmnWmOr8AokFJguWAow/w4MPH0JNfVPX+kC05J5nL9oOwdQVT4nM4xw4veWx2F5XRx+NSLvfv3+/zeVH71sD8H13XYMDD3AUG9zugSsuyADrbYSV37pyDl/EV4sxpGXD7/C3oNXKn8lsmNQcyPX5uz5574j2xlaUlc6rLt4+peqxh5HuzRrekqAb6ePZocsI2DBudc0rsj1UXYh7p9vwZOafKBCMN9orC8qd/fV8qXHz2ikNPXnmgtyLtq29BecAxY8bMnoNR1xl3TUp4A2VsNs6bR+mFfzt1ppTFxOfOm/fAQ0f//PkXLW4PF0S9uLNn22EkvvOnd2A0piJM0j/E1jmqCmwZYet9mInCkRATfsaCC3gdJs1Mut5ceqOIMGBGE/sXpn43Kz8H3qBavGxt82tv/QEOcv0d4xKgaON/YWnekmXLqS6JtbkU/bzQmjobYaANjgOugIpKeyS6ynz0mX/+7V+cz9aywvP7Yg3EL71t++Vuutc9eOSIwFO/UNQvonof3bSAlMAEmbyXvtN4d3Wz9k8CQGB21drtroVskQXfj4MKQ94eineHo2EzhNgJPAknnZew86VmGhZTxYQHTB5CXEcDGqvNHq+TfwLD1eXj3CzVyhNLjU6MbcVyQtxcEH6iV9sfiUaDsuoTJF5WqJycmIodzGgErnEDUxAAL7FoXVYAzERVk3WdOrRazAdIxsroQnYoHCCz3XZgnus421lxn5lalM3tbVH0MrL+mPBt9HF4HV4RWAYmTKbUkQReVTSVCbP00CGdKuLRz8zxp12+MzAwsDqP40TJwKrb5EpKlEsAawe4ZmlhCGdh3ny8D6/P/79CGPOyZcsODps7tqjaAbaqsuIdk1Bm88NldkXM6jVrvvjiC9b9BHOeVfYgp6VdIa4oIezDhQ1SYfCfZ8M6aYV4C5vy+jbLxHeZfPa553bv2bNo8eL41DvnUV9RuqK28t7xNS9Nrfuq0dY4qmPpl4BnOUfEftq4fMwTW1g4LudImWBvDV1PIlq1+TXdEbG6YHh5TPrg2StSImgqo1D4okWLx4xFpbK6/BFz75i2+cZlR67ZDv/OurOBYt/HTjxKo+Xh4yc++/rbWJYF1ovxAs/UPDpQezmMaqseH2aOYcUBi5UjkrF2Nh4uAPOjDBMj61LXhj4ZmJdgggyZlsGaekSpumFwEmbSq6bP110ae+UNbO067vYJCUS09OpV8PqO3Xsww9PP+QVBws4sKgCJy88NdAorue/obDpe0zNu73DWavzIv5xIw3Jzf7eAhuhXf/27cwApbrLrF/tzRZhg63692b52nnkG7sPAO6GQhd42ywIK8gVFH3NPAZuxBuuchzWvl7XEKHB2CZPSL7HzeCtqXSFMshTQAJbOCUCYiqZZYQvl1gG0YlVIumHER2DTnMRUumGYHQ3LQB9H/a16tf3haMQvynA7EDXNDIfaMe0T48JwPHVdgwlOliWJtYSHA+sJCi3+YCvHu7igiwsATsMrXl6EbwgqKmAnSs5Gw4wG0V3ZfrZTX90WI+3VUdU0PhDk/AFBlLCBMvtm2DZY1ZKXF8CPOpIAEGOymcCnz8DETINoBPbJHwg2e+HS88Gt0O2yITMoyrA8SVrBRF2QYB3NIBM9mXAi/vCn92gQPpG3LOfcctl+WPZ03srphaOcsCI8WTy6dNN4BIa1a9e2wX2BzbDYVVbHJR5cjHiLi1WIA1U6eAnrLJ1JKCSrEHcn1MD2drqM10E6w+4zX/31b6/9/s2HHj62afOWmbNm0zwS/9gyumpeTQXbqZJjN23MOSL200YWYshsY8HUnCNldzs6bCEd84lx8pgbWItG5wFw2IdY+eNX7RtRgDsOZ7m6pqb7sqKYVZ1v2LT5m+++dwZMrFIMNa/eeuut3bt3lZeXwx0VhjGOT0HAwJyiwL0bpmNfMOiHeQeDdBpMgvDQNFXTFF1TDR1mTrgZG6EwjPkw6j+bBkw3gxwv46+a/lx3qRjgpddeL05Wlz3rBsyDffjEo2fcKM4ZlCTNNGAuxk4uksyCpAMFmUQmLR7vo48/sf/gQZgc6bcAOEkT/lBqVyR10oHH4yefdg4dfHztOszT2NCtlOkSG3E7PN5++224wcL4ZLrlkofjW72Y3MjafHMwhiW4P5umFQ5Fshofj/e2YevGaBjozsMFm1zeplYP3ORhvQYrCFijwUnnZdRshAkCczJjoEV6QRiBFaXuPYC6n8pU4S14naqEZAWL1nu1/aFI2CuI7qCgGEaEVbujGlLIhItdYu0YJSzvUQRZ4UTJHeABL91MP9PNYRQAUBOYs9kXaOWCfkEUAEkNbOGKhfMML3vbIzKW+RnRdD3IC61wJJtdLuZjVA0DM3PIp4rpZ5iBSTIsMMlSskQkdQYmnqZoGGZqP8e1erxs3REEgg368X9ZcIEXZBUWz6m+obsnc+9+rJqcUlibc2K5bD9E+9OQzcsKJlYUlzmzNlMoL37zzTcvXrwA9weWYBO2LAv+hXsFvOhEw+0K8XAYdU6CmGyZeaZlFifTMy7PR59+/twLLxy8994VK1fGE8iiIVOO37gp54jYT6tgnsDDw+blnCeT2paYPObcO6bV5tcsuc3Omz3x+BMvv/YaPJl214S+JWTuv25D/Nlcunz58hUrJk5q2LBp0+NPPfXpl183410UI8IwEcC/cJf+vqnplVdf3bxlS00clJaWlmownaDcusYqc0OsS4iO9de6Dv8bwXAeLqbgXbD8V1nfH3humHqEeRVI/3mACDMWN7SDhqT9RQotKDnYTacoVwbb8OIrr8LxnHTr5AQWok6Rr/7+LcqyA9hg8u8YVURNM1F0ZdaPsg+b1MQ4Z/c9nYk0Z5jzFgbGBJaCe+BfH0jKbzt/YbdkfeaFl7p8oce3n7XFBMDLLWGCzb0OV3DTp0+H0SizfvQwyG1xVFQ88PuDgqSocHdmGYDZ7OaTyEWdOkJYOwaw52aXHhXykOa/lUIlCSYRuJwy0fNPd6JdHh9mmWqhUJKmkz0QJi8CMRohCzbv7Dm7a4+DlwDviqbDewAvAfMkTMPGCc9iNwpZgwEst/i40+gk98ETYE5OlOFPbW2Rs71v32N3LDIN4NUWLwfkfLoF7gA+F8fDDwmSTP3vYEFBGZiOyh/6WTUlynJxk35zezQCb0KedGOprJ8HZtWYjwgOPtaCNXs5vyCFIyl12rt7MsEmT0ZRl535s3KOK5fth2s78mdRWh09SkpKXnzxxWg0iuObBRodpyX1EIfx71SIw4oJ8LLZlbJCfKAnvng/5xt/fHvEiBHxZDKicPiCIZP33Lr06Rvuzjku9sFI+PGFYatyDpOpbH5hfefIKS5pGIL/e+DgvUceOgpPKorKd12/Jg1JPnpVyizNtTcvTPBbrl6zhsjh+SsO79y1e/bs2VOmTq2vrwekJJVg5zF2WB313MQGAaLAGkuFmUYKOjFYNArRkdSh4U+hkAW3cbgbk/AgPaF4HxhMNwMUJbdrH1gNOBg8wZodpjJNDqLuWus5MZhr6IQ23DI1AYSoHPvTr7/BBkP+AC9J1L8SINNkwu9BSWz29qC02YcLn/0c5+hzDmcZlcCHqP/Z0jptGq597vnZfUnhDfaimCkSwJd88uXXzj7CAT/y0EPwp/nXLs45Ye7+OXqQpk6dCjgUZI0azxDnsNxFwEsZC59JiHIA8dKBzHZUtglpzJuK2psmdirHpvZwgTEfZtIILEAdoKmkqoD9fR57sO8cL9CSsBfbjFdu2BNEwjRDIRRIbwtblgG0Rl2MVQ2A0hRV3RUQ3AHM7ggxlfvznSKZEVU3OFYg7/bhMrbVH/QGRVHBDAGAMUrUjEQiMF1SBRZKmOKNpS0hnI2Jl9FIKGQC38I14ub4Fh9c4xiLh+8EwvQGBLh6fH5OEFgG5nn053R0nEO8VBAvDctArI1p2mOkMQo/HAlHw2C6oQdhrc1kIoAPRVUNYVYAltwyfdFgk5eDQxHqqWun7clEAPafbvW8+MprdH29OHRNzkHlsv2g7ZG8JZMKRzpz9PDhwz/88MOOWNOI9tgjHA7DgMeYOKvl8fh8LRgWz72bxZl3Tj773JMnT27YuDEhb3Ncfu3KO2ceuXldzrkxQ3vx+j205TnHyPQ2sQipvpI5w8npWlFR8cFHH61Zu462f9Ut87sD5DNX3DvtronlRWVpxNXBJg2tL+72SOBJegBSjhlWC7/14DV3z7yzAV7ZsnWLwKpxw6krIEiuBAiT2BKe0MKfqS7bXYnhLh0UpZaeIn29G6sswgvTblCSFF2jBuLwBOZiCuUjbWI0n2d9efzNWS3b6e1l9dnX35CASUL4+PCPsOa0snJ4PAlQjyGnf6WkKX2mi1Tb0+T2ujlu46ZNdOrnXI/FX5OnTGmG5S7PL122DP53/O0Tk5Ib7AL8taq6+pETJyZPnnz8sSe+d0jGz1EoZON/bcs5YVKRPmwhIAcXZD3U3N5mjx+whBI8WGFaGKuekTAHEC8dYIN5gCrHwxFGL9iWEdUmYazC9oSxCCVxS6gnkRmygJxafZQF7ZiXyar3MKrhPV4OeFqmQrxebO25dsMKuRk96pYZjoZ0Q3PwElATvpBXVC8vuYMCJ8lmOOSIpdvFOLiPESzzgXfDTQFl7WHFpABkulgY3RMIAuoHBUmUgbp1MFVD/YkwOTnjvg1D2LLMo4K0n7WC5YOiTJgqqVqA5T94/AEuEFQUBeZZ8ufAsZNliRd4zQD6DWElO9se07Q04HxJFuhGISJFt7Dcy9MunzvA69gJCF2ssEyGc8SJUrMvkAlhkidTN00UOnN5ATI3bsG2aJvyp+UcUS7bP4E9mbfswWELZxcim23cuBGuLF3XUZxNJH0iUZIl6u8cCltwLflILmNwEOb33bya73340cPHji1fvryystNJu/SuaT+IJpL334wttssGmeJ6UhvPWltSxoVT43PfoUP3HrIbjs++c3K87tDjV+2LR8eGIfVJ20ROv2viges27v7d2nl3TBubVzf3jqlOf4GJQ8ceuebuY1fvevSqvU9deeDZKw45n9rM+vjU1dW1trbAashgvVFSOXko6x6okowIk6koMOEXlmeFSn2qSsow2RqoVP8LAEnylVYEYCwET0jKEgyAUwMzDRWmRU0JSna4+RJfa7RqW78Bkxam3pzYe3EX+dmmTfs+prTp9nOSqpixPunwL+xgFgmTtgeQe/UadnUUlm/+zx2jmIzk8Ucf9/i57XdjbXvt0LpUTXlGDRldHOv6hMufNWvpmymPlJqYH/jXIzknzHv+7T7YkkmTJsGdNyigClCrj4MxAGNGVGTAeKD3SFuYXPED7cN0sI38DcRO7WfbgVhkXYNFEFwdOsZ2k/SsJM6BIS3rKi/bwq3ARcCcJOaZPlMXQBTeqep6JAMh9ETCDIUAvVwcSncCXmJHOdQ5YTp7piEbuocXXQHEy3g9n45zZ89hQ0gYvGZb2DoHqMZeaWMpNZphcqLsQickxyoHuVaAN+aERD8knCpeQAUAnQLu6OS04FOaFvBzbhfKz7pg1ozV3cBG4jHUNHjN6w9IErZa7ujowAzMixdgl3kWKIQzjgnipg7/ApHyohwIBH3oVsXqxSY4hoCXXg4w0gXsKivhqB1PZ93hQ6KitvqxcAm2JJOjB4sFjheBV+G8vPr7t3C9VlSTczi5bP809vpQW5awpaVZUWRREnnsJgCXDs86TZh0J4FxGBDEpApmg8So+gML212uN95888CBA7RfVYUVO29bnHOGTG+bbkfPzGDrGpnGnhi2jKbtGlanA48JEyfu2rOHxPPHDKt74JptQICP/GZ3fR7O4w2Tp5x87vnx4yfQm5fdOueZDArPD1y7cdmtjan/uolSC15++WUprb5HTOsvilHysAVsSRW7rMGHjh+MhinVqv0spicFJSmL0V6GSSiWroeMcNfGcwlGnkDF0Pw8n10/aoZE9/xLrxSzFIi9PzuUQEHrf4X+jZWr18TzQEAQCJtp+2FOhD3te8WfI4fo8jSzToVnWluXLMVFRGX+8G2/3D3/OiwuGzduPMy2sKgh7NzZtRh81g2Nk26dvPC3S5dejS7KiZMmOaub6pqaWAW658tvvsXRmzci53j5YKwL54Tx4wUm4oHpE0Hex/MwDlWGlzAwgDCBe1Kp0KTyQ8bX4/THztkuMp0SoWEVFo5FmZO88yzQcNgMWbppkGkGai5hAJeRTKoBgDrtsgRrlt524sYoOav0afEHOMBK9oD/wpH0YZG44A4KTb4A/EtCRo4mOYY1DD0kigbHWQJ/NhI+38Gwk0WoYZdDkZCG9fUqJ2B9EHBdUyyDGvVPPNjcAUYjc3IKLEyPPs9mlEbxuv2Il6YVorNGJGyFrEAQHnwoFAa8xJYlFy8AwBumEQgG3F4v1VWRoSvY44Nva3LZ2dqn3T7AS5YjKimw5XFnATa7vS2qMZ18ONRW6q6dqQgTTsHIWpQ0eWXo2pyTyWX7p7H5BehiOnHiOEUMsa4WE07whnY2FpexczwGJpM/O/NjS3zfc0yB/uiTT6j5HTym5dUfu2nwVgMtGIJZ1mOLqnOOjpnbzny75+O0uyY6XspFixdPZXlxQCl3X7+qNh8z9+Y0Nn7xl7+Rus49++3Ki5H5NTuvX9234iCwVUwqs5j1ORVFQVWVSCR9fDwCQxrlidpgcIcoVxOb31kmawON4kXwNsrPz64vrskNKBYQFJmyFnuETABReHN2/aiZ2Lsf/fnI0YdtGBtWM/qusRNva3AoaPE1y+H1vQcOOu8/zQptAqKgWzY5Aw55UE20L5EOW4yI5BAZJ3x/+vSCBQtoY3b8Yq+jOPTYk08ef/RRer7xv7bHoxptZPwDBmQxS7Yk5+crb7xJJVfPvvACc9VOzzlegu37Kfr/x9XXB7kAL4iwlg9gmx9UPzDDtou4t4QJgASMEa8p1B/CJAV4YEUYljALwLYBQCblQKoVolLuWBcPTIeGhRvAXnrChOGUhl3TG2qPqyrApD+AD+YkgSMp+XkRXkRN8iA6TRKC72fhbgAXJsdpbo8ZCLR3Tf7sOI/NfVDELBzCJAFF9QsSikexxGnWbgA7DjDzNaNfEQvSMdnSjw0RAKrjVYPoGMINB+hXliVYAPwPe5DKuiRLfo5zebzNTPrPKQls9WGHCMJOUlUizU81LvJibzCc5XPtpmWyVYBf07W2DDQH4Gj7g4Jzza7fiOko9+TPyTmWXLZ/Dnt56NpN+YgE06dPD4Ws7n1aafWKjh1RdPkGL2F2ma3iNDaffubZ+nqbf7bdvjDnMJnUJg/D6W9G0aicc2OvbHHheDqw629atOnGpRWFmL83YsSIlatWOVP80mXLvm9uhRumhwu89+FHi5csefDo0QUL7dKeWXdOPnb17l6x5UPX7KAiI3jcf//9gsCrCqZaJe3RbGuwtEVtvyVKEmHLKhrn1KeYIubk/yTPj2GaWawoZzFZ5sO0DKKF9GZFLJg+WOsNfyrlwOxeLKdd7nc//Hj+ggVAmJSE6TwcCppx4yyku6dOJlxlsGuSpgI8m2GLdZpOSZgJKtxM4BErWXDq9AdgeDS1tH79l79+8PHHj5w4sTA2QkYOrd3984OUfgmPk88+f+zECXq+4qq18Zy25oqN9PpTzz63a8898xYsWB4Tndj3s0PzWL327r37TjN30M7dmPk8GArJwfb/9H5cYI4Zw/n9mPTOi0FJVjTNgAETsQdMpI2JdWdQ1Gzr5LBCZrBoWxYI01a8NA3KFkbCtJITZjqSifOVJTXgIjUzLupuFIOGC0dkenrYdVGWZVQlM1CDj6VBhrqx69loOCSLZoADvAwD9XVL/mSQybJS29uoPyPQJqqGyiriK+s4wEyE55wo87IqA9uZhoUCaF1WBPAcmwoxZU7D0Ds6zhFhYgamIgNeur1+l9fv9nGA8bDK4GUsCZRUGAkqKq11KsNHSLk9od8lQSbAKty74CqDgQT73WNXoFA4BD/nnJSTzz0PQ3F24Zick8ll+6Hb8bwlCwrGdS72Fy368svPu3uBWHdy7EKbw84dfZs3KUsTloTNra59++zG36vvnJ1znuxudQUYXF5eOCHn0Nhbc9pKHrh202NX7Zt952RcrcyYcfjIEXiyZt065Hyv7++nTu/avTt+sDkhdXisuznTvueUeAmPhoaGd955B1XrWHA81czr5F5SdQ+DSTMctldSNBETZMKL9CVImFnt7ENkBfOyrKsU8cwoVq5rjvD1gF4pTW7Pt9/9Y1IDFkytXrOWDu/Um2dMvK1h7J2dbX3gObz+1p/eTdg11rcaq1FggwVZTtNzEw7CZ19+9e7777/y2muPP/nk4Qfu37Fz5+o1a+bOnTthwoT49GnnMenWyXt/dmj29XPpf1969dXjrHMoPJb9ZnU8pDn9cQ4/cORULPf12PHj8MrkW6bBG7b8x85ilkfahOWKnlmzsY0U7OPW/9iVc8I88K8PwMaMHj3aBw8OAQNVzXXVyXG1+8ugMGPPeZg45mGdEjZ1E9uCI+T0Dy/t74xGgN/gXMOwlFTFQlGgbBMm9g/CVol9yDWlaxn2V0ZpdVFlXRctrFRiPEbxOKc75Pmzdti6LRLRVGDLiKq0Wca5DPaIcmmsEGZpqgZW2TsGr8D9BX4xvhOlY3DPoeIjXdfh+YULdoM8WAIIguD1+fwBHuZZgfolGcSTViiC6+KE7U9HjJEwNXz3+P2CJMFhT3Mw4U8mI1LnFPz11BnKW353yOacI8pl++Ha03mdkpI7d+749ttvUl1KsFYNAl5e8qywbBnlZ7q9vqefeYb2d8GQyTlHygQbzrp87syfmXNi7IPZbSWLyp++8uAzV9w3YSj6Y1esXPnya2+Qm+vIQ0crKiro4K+8ZV5Vgc0Si5csoVpgeBzIoO/57DunxEbsTp/fh9pEptHd6+6MXmqsRnhJ1T1OFTl9ikZ4JBIyWdfIKPM5tLVFYZ7ieCG7dNfs9QVh4jM0oMceCdMcGMK0O6pQQlfMXH7/gkWL4rkuAd4ejKlK1tWNSnJ9sTYi3mCQxO2TRvapJPzFV17pzpDxj/KCipFDa+vvGD/jxtnrf7Xl8I+O0a/X5KGCwRtv/oGIMekWUgx92907KF0NFjVffvttA8Pmzf+5g95TygrTPv/qa9jgI0cfduTOJt8ydfu/35NDwjz4kwdhM0aNqvP5vF6/D9iA43kkzHAXwmzvJoyT1JhqELCpacFiqk8R51T8pqG6I7rsVF2Dn+jVN6cizFgvVDYUMcMTvhkzWHrrxmRTlamoCssvkGHByKSEWIdHZqwRj42XgGr4IhxPeA/AG9wN2iLnMha97Ih5NZlF46ytPVYblYCC8ArcZyhBFJjXwcuOjo4QdiLDJia6ocO+Aw8zgbU2bCREYu9dtz+9YcUQa3/Q4uN8QQE7SKaoDmN5oW26ZQDYx5+RJeye/OCwhTmnlMv2g7YN+agUt2LF8rTXrCXIsovaS/1AvJfJZlXMzARIfuPNt6qqsDJlWl79c9fvyjlYOkZ1048MW5xzXOyDvTN0YwVrKzmioBo48NjVu6oLULFw5+7dpChOzVPm3DHl4at3wRtOXnFw9S3znTr0GTMxn7NhSH16vKQe5dXV1S+++KLAEi9NphOSJvfS8V7Cv1Hmx6D68XjChHtsJBrSdVWDL2TwGQ6HAEN5Ucpu1jHV+wRE0claTGUmK/axO25kNUr+9PMvfHemicLT+w4cbJw374mTT2/ajI0La4fWzbvO5sw9/3ZvAgI1Mn7bdc/epPR42kWZY95UWhPw+utvvklfPubO+oZbp8y8oXHBtUtWXLVmw6+2bv/3PXt/dujwjx9OSl8Et+PGjz92/EQqvATb/kuMek+a1MDqI7g/f/EF5cbE68aTNubKlSu3btt28N57jz58dPXq1WVl9jjc8h87c0WY9/4ElTlra2v9fh8snQAyA3wQKA5dWL0nTOZvDAMBYt5m76XCUzEVfK0VDmE4mAduMXv7zakIk+nEct5AoMWLbTE5QZRZx4RoxmpF9mzVHtV1LCFnXXI0WCdSzU4HHDG0s/i/HSjE3h4ORQwtoqttlnE2EurIdnekpEcvloGJ3eedDMzzF84DEAJYSkDFqgw3qP7/Vqxfj8S0N4OCosLtLxwlt2qX85Vcv7TVTcnYmy9rFl22/tl7Q7bUFSEJvP76a0nvJzD8YDXo4QJwE8g5KPbTyJkGk+AHH31M5aVj80c+euOWnLMlGc1xbw1dn3Nc7JsdG7aISssn5I0BGjx4ra1e+ODDx1q8vgP3otzf6q5SmY9ftW/5rY30tlqmG7Pj+lWp8HLP7+zo7Xvvvwd4CcbwMoleyvlk3ksKo4M5WZc2YTJvRjQa1lmXH5ihWLg8BF8uYk+TbNbaxLIWA5KG0c/u4XJqjoPZjICXkujmuL5dd917A9FPf/jpZ7S8Wrh48SYmfOc8nIrsioKKpAhUydzOf/rgw75sT4vrjbf+QCA3+/p5vaWvRb9Fj8rdO3dRgmhSvCQjQfgXXnrp408+JSUiio87BkCbxoO68LdLc0WY9/0YJe5ramo4v9/P+VnANCCpCjrWUc/KAsOCfcwijtouMuQlu0d2N8LEnMko5m1mFFXP3ODXgYTAgFh6m9uZijDhEvMHg0EmZ+Tmgp5AkOMFSVEUTesdWbVFqUGkypaKmBvAdIfORslFGcX/ZZXjVjCoNDcrTU0G549oyrlscF16O8v6V8IiFgUAdQ3OEBEmPIEXRUkk72V2vM2xfj2wEGhl0vFe1LxCzmzrWiYGR0xN6MEEtw6Xd8MmvDkcGjY/54hy2X7oBqOomOX/hMNdmsBSTEQ1dMxGc/9QvZfdZ97TONW6v/nr3+bNwx0fXlRx/81rckWVz1y/855bly+7a8aUYWOLWcv4nINin21Ukd01fsFtM4kJt91gV/E//9JLjz91Et1QeaMf+U1iUQ+VhFP7nlHDRibFy+O/2VNViIRz9OhRbCqiyIZpMO9lcvXpBO+l4+eE+zzJrcdXtAFkwht07DYpO0Xl4UhI1tT+9L9LNQIxazHIwwSqx1Ro4vFSR01mlQSr+3bdEUzGZ5DSK/CFs+fMiQeq8sLyFVetHXMnOvrSq46v+zU6OWc3NvbBm4p4+Ye3hw/H4THzhjl9oK+xd2D+5xNPY4oLMGSadzbGis1HjMTwd/c68X0/PbzjF/s2/+fda67YuOzqVfOvXTzrhkag0HF3jK8dUjfh9sQ+7ANtsBkjh9RV5g+vycNk5rLSUp7juEDA7cNG5AFREhjOkcHAkDUt1hO8/dy5mF5ltxgotc6gJi/Z7WAOX0vtbBBce/nZ9IQpSCIvSdhSB7VA/WQZfjNd2pFwCLCUMjAtuD9Ewuir1NSwIsPl3RayKCZOhKk2twBkmgEO3gDwOdCEyVhOJX1p1qvIycBsA7wUBB7uSFlfC8iq6gsEm12eJpfHgzr2WP5PSk2p+sjDk2YvRzeKk3krcs4nl+2fwBoLEW/uv/9w/AXLGjRnWRVw8BhlZq5Za7vF9ty6dKBh8rXr9h65ad2GO+bOGTqxPn9kVVFFSUxO3HlUFJfmHBT7YK/krakusquP1968sCs9IsaXl5e/9OprdNeqKai679otCQA5Kh95gGKa629a3J0wF92GYfR169ZRbyld16LRlLqXMOECPcZ7L513dhJm2IrGzbzt7TDtaBQlj2AHE/T/qLrGUjGzrBdE3XDgzs/LkqwpqqGpTFpZ0TVgWkGWqSd1r6LzlAcCS6dmr9fl93sC2H+EGklj3TQKS3Kbt2J3m1F3jTn044c3/GorkNWun9syktt+uTs9CE28Fau3jj5yorc7S2mfL778Kg2P7b/c0wcMI8/kcy+9XJy6d49jpIEJj2k3zbzEuNgHS7gDlJaWCgCYwaDL62v1+oAKOLagklQNTNawlkTH0RsidIxi18K2VBrsrLY6FOpltuTAGSNMoXseBUXJOZ4PiIKf51t9nQ2tMvlavOTbYYVmwpUksxbksALVVSUMLCcKamur0tJicP6wqgCE2vrqsIoEBDUNeEK+zYHed7hfsU0T4P4DaHeRPWCFYIVCQJjwp0jaepw+GK2yVUXxuL1nmlqbWPQExhJLy2yzlQEMw8MF4vPfmjzeZ5/HWvKxRdU5J5PL9s9hz+bZwjLff//d+ViEEXOPJck1iNUv+2M0Ize7PU51c7b6S750/R4CR3i+cMiUcfl1IwqrqGt20kd5cWltUeXUotqVBZMO5jfmHBf7Ztvzp9PuzLljagIczrsdhbAmTpz4zV/+tnL1anpbQvty+N9ibEeIXsrKwvInrtyf8CV1DEE///xz1LkLBkzLSJUDRupDAIpYRtotS9MmTMsIR0IkEng+RpimiYgJn6KKclxhGXpQyD5hOlmLLV6fQ4MkrUyN9jBztZc5z7Ri8vh9QUkgalVYNxDMxfJhUuJDx7DhY2lR6a6fH+gtBe1jYuAAP9/8/R+9v8rcZ1rdn3zx5Z69e4lvH/w/J3q7AaPvwiXwwt8uZV7Qxh7fv/bXm2bcODvn9NgrwoRTU1aIWQTNp07BGHd5PM2sIwysRFiHbqf6I8rUXFHMnOR32lKXXeNoD1uhcO8qvgfOUhGmo2HVzIQlT7s6czy6wyT6IdsiwIrn2I7TK9FICPBSYQyHZT4qDH8trCNham636mo1gwHHV5k0r2DgzM43C1vY01YS4fRdvIhdyM+fPx8KR1RNY0047QzMbG4b08YMhywhKHjcvmYXCmx6cGEr66zHOixVBEluifMgwWF3+fxTpmKu8r3D5uWcTC7bP42RHuaqVSvPx7J/FU3D9MsfbHVP5vPyPiYAPnXY2KwQJokOJX2UFpdUF5VPKKpZUDhuR/6MJ4ct+yjXZJhFWxITxlzdrS/55CEY5Vy0aDEsonfsspF+Q1dfJfUWrx+H71x665z4Pz14zd3w4pgxY1RV5QAw+aAVMrtrE1GkLBoNO3jZvb9PUsJEj31b1DR0pjmHeZgAnOjVNHReEFs8A+jD7x7R7vU3tLjONLe2uNw+v5+H+ZQVqoeioRAch3BI0XVOEF994/d0zNd37TOeoRHarduwobcbhm4Tn3//gYOjRo36wzvvzJyJcprAfut+vblXG0BxfHosuXplzrEwi7b215vH3T6BPK51Q0bBky8++xwGeavbcwbObCueV0n5/9l77/Aormzd+497wp17wn2+uWeCxz4zPjPjcRrHcRyjVuhWToBAJBFEEEhIAgkESEIIBNjkHASYYDAG22ByNtmASSaj2DnH6iyBx8/zrb1XdakVaUktlYSr/A7TanW3uqurdv322mu9y2S326n/IalThn8dLqfVbjOYiR87EEvbhGl32AM3ae9SOVwOknbSnqO9Kap53R67zWUxOU1Gt81CILPO4wWKhnOXugBRJ3Mjgz3cSYW40wMQDhNSVzfFKpvL56Fko7U8JpgCs13I6+tNZrOGtnAyW0we+j3CJwzmWrkveYAmW+pq5GRRo1qhlGu0Sp1eodFJlWougkTHIvm27TtIQEDcl3cmEfQ06UyfOVjyc+TIYTgdjBYz2qQ8xXh53xfJvPOwImUAaV688L38TuJluqjhUighEQl2HTw9ov8xUW8t4WlbO0OncLfTxf1bDFFufWkxBiGzsiauK9+ATtdNSLL81fn+NL7hlY+5XxX/jRQ4f/zxx2azifRa02p9SZgt0CPAJaZZtlhj3pww2QwuF7lGmYxGM3XXhOeCGMaq03ctYd5vqSqnXQK8rK2sVkllxMPZbmuS2Mk47WabZeGiRbADB3yU6s82q36zccFzy0v/OK/gpaKJr00a/bdxgDrJor6JoUmk1vvdURlvZeb+NX/ai8V9Q0gXuW8OHmrnmSWV+ho74rad5uJKqDVQuzAM3hv3IsV/ns07FnZSi59dBZ8C9jlQJfxb8GJR3isFo/82duj7pPzwxPHjQJhVUtkDP0pX0cRdapBInQ5cTtL4Gw5Wi5lYBrUWz6er5HaypO5uza+m20S6OjodCrWmoj3eCECGdW4X1nqTcmyXw2k02DVqRqMGyCSr3j7CxAAmnAVWq4XkqQY1p7EzIjU+dsYC01ezmWEY7EJOMjDdbp1epyD5MmoDfCg6IyZdIZwObKUXrPcPr+P2uE0WK0xBq2jKZQW2IpIq/DsjoOcYzvHXhGbzziSCniYdCZk5PIJcRzIzJ8DApQy2E2AP10bqgpISntQZvJz2d/Y6GPtKZt9/3dT3f30GivpgIN6ZJk7mnQaDLvxokZLIzIhUvGegmJQqR4ujNr38iT9krv7rnCgfbyckJKxas5YNeL6T3cSMCEuAx384skkI9Nixo0CYdMavIxcRv/ikjxKdJHZptWK1TvNl9EePSe0DuhWR9pHUK8/rJU8E5rRYSKsN4hpOe5TDIG93MAajsaZn5yFXVNfKqmvhQgX7BJCyFed2M/pBZbyZmfbeyJQ+A2LDY1sIsre+5eTkVAacLcPV0y1dthyfznV7xC06IpozugxE2a9N4p7LOx92TIV/mZX5Rs6QD9Liwltwlfffdu/erVSrK30eAsjq1VK5XK2mTV5MpFLaajFYTBq9DmS0mLlWL6TbC5WT2IwDeDks1A/cDMc0Q9rZkOpyzmiRdYms47wWu46ysLoZ3oxMqWqX+xaj0bB9duiarwdmkCqVRSZjVCqWMOkqOXxW0icHJlkMOXmDiGedF8xV4b0ZDAaGtI/0/vjjj5iBydgdMFuWK+TUYl+l1ZEmRORfg95sMbfXzf4J+59mXVoYRq7RVtDcbJzY+s9tK2XyDTSXZmREf96BRNDTpMMhM9MiSCXjxIkT5UqlGs3Vu75XXY/SuIwM2AMlH2Z2DC9XvctmGEa/PRzZklPMayx5Jopjvgot4B0Lg6WxEQP8r4ybfU6eCbTqJyEirsla+a6/rFj8RvHED0jGZuqgQZ/v2o1PXPfqXHzAly+swlAnbjteXIb3DxaRP3Tr1i24tMIgrNfrzWazgy6UP/ZFCXzRSwZt1bGQx/9C09Bf2MH4vDHd8C+xvrRaAC8tFjOKpGJSI0H4rcVqrVWouvrY64wqamUyuRK422Kz2l2OFiHTwljPffddE5KJT0hIGz6C2hbNWb5q9bbPdx44cuzClauXrt04eur0l3u/2bhl65LlK0rnzMnPz7/34EGAhAnXrLJ582/evb9oCWvAhWviU18q9P/rBS8W8U593aN1v9o85u0M/8/ePyUld9Jk2D/bduxYtnLVzNLSidnZQ4YORTentevWAXBU+rlUse3aSaaigjpGssLExRpfu2qUTKVWqDVKkEYHkqu1MhXpkS1TazR6A1oAWYBIifGRA4ETi4a6NOhHG5ozar2hWq5o12XFKpfbtdo6lxMJ0wsgrdMCXjoMerfNiqmY8OIOQpgmk9lETeB7Cl5ivTaMMDhquVyux48bZWDCbBnYknRxopxJ/w+uwEqNVsN+lqBGnuGL1hiMNdTa2n8nY/erS1ev4uy+PDSXdyYR9NToUEjxMDG5rGfnZKs06l7UeTy42nvgoISmSu56cz4Q49J3p8aLYwPEy4OvL42l5uGRffo2wUtU/B8KJbTYB15/Qdg43uEwKNoWStLzBqamjh5NoJGzWtobOj2ahitTQpNbtB7ClMtR6ell80iC5Yg+g7lf5b9H6s2x5Ier98EOQTdv3jDTXH5qp2zGKh60uHS7nTaKiWh0iZAJAzvcT5t6sB0x4NLDOWSSlUa6JgW3rVYASQKWmMDJ2G0kiYuU6JJ2A7LgdSfvClXQNihwTdLRFsxm2A/A2g6G8WVjAnaabFaFVrth0+byTZ/u3rP3+OmzV2/dCfz1ZUqlTKlqzUq9+ePHT5iQlJRUUkIMUUf7FXQPe284R1n5L/eIbuBdrY9/vyTlI3L0xsbGAsZ/9c0+APgK0v2BtrKVyat9LdpJl3a58satW9+eOQ2QEXjEuIm46qrKWnmltGElFB0MCH9qtGogHpORVIRZLWarlXbutpCe3bREHZizbV/3R5gSSQtYSN4gIF6dx+trbYNeRjA7c1E53aQuidqSkC4zrV1ZfHFvGW3uI6fwrKiSK4ibkMnI+lUCZML5Tj2I6txOxEv0mbSQNEwyLLSRldr9wsghjCrosg47yD8DU0tSRok5vEajUamUpJeTXC6D/+SENgEy4ePAMAW7N1jvx0PWys3KZl23YFffuH0Hm8ZOiEjlnUkEPTU6EFI0hOJlbm6uiq7C9K7O40EUfORpM0hF8+SP0tNCG6JzgRDmgHDipiIJj+n7z1taJExQ0n+uihQl4GvmRgzmnQ+DIuxIPqdsLmGG8IaO6mupySpsw0NaaNPz5Qurh9OF76yJE4cMIfVBM/82GX819V3SfjqOeiduf4klzGEhqUiYpGGHwUDWwmxWkrDkk92OlMgSJvaF9G9BTtbEPS6gTXQxQpikbGnF4nGXy+F0sq/mdLEr7CC45sJY35PPCKwV8lWmq2RqjRKuZ0aDyWYByCQGmwyjM5pI4KJDqxKUYJVSpapKpvTP2mpNQAWYysVt/fqkFL4wC3Br/JvkqJg1i5Bn7qtTeMe/rta0F4txD4wdN+7bcxfY/VlTK62VKuVyWrOm1ep1OoMB+EOtN8CRplBrYJrfGcK8TyHzgS+/l1sJRcj08RsFWoWylkhFb6jgDangDRmMJouFcTTy8mqCl/W0IMVTBzAKAOmEcwQeD4eZhThuAa8SEwO90QT8BK8Gn0ul08vV2mp5q1cWrDGBdwVvAxlYpdMBBmsMBsDLNnqF0wxDlwX7+NAMTDjHeQdLTri2AjNf7DEExOnvgQkMSdqY26wwoGm1GqWSIibFS/gqYBIAvw0WYWI9OwyDRpNJ0SgHA8BedvP23fR0EiUYFzHgbJ85vGOJoKdD+0OKBosJGk2aPEmj06q1vbjzeFB06twF7rKIDYuz+gx/Il6OFbE11Am/ndsaXnKKep8tBRoqTuKdDzuvZWGkI88AWie1JGy8/69mh6fjJ81s5l8E2vHi0kGi/njxpfHPyE20m+R06p+J7tyfvbQEH5wWQnbatWvX6GhMUiWx3MEXfiSjNEIj13mcu4dDTQxa+j+Lg1IPbcZHuuzRBDY3lgnQ/r9OlxOmXb0lJ5lzVlcCuZiMVgBvO6OHa0onfOMf1kqRXVl3zVYIAcYNNDnxA8v+/j8O/nDouLcyuR8nvjaJdwLsUo1/Mws/aemcMl83MbIb4fqu02hMep3FDDhmYRgrA1MeO2O22WAioAGs0mkBMgHpYbfDUyqkjdx7uurIwaVSKYmHK2g8nItqOuCsoScOZnjakSfhDTOsgyscYFqjUUNIkvQrV+DSvFKNxwyAZaVM0Xxugn3qyaFF5i9qeAo8F16EhOJpoqnZRpw/2+gVTtbH64irHjYiJ4Rp61mE6XNZB+i2OskS+WPAS+BMeM86A3FVglktjDYImWq1GhfKNRqNmbqy0zWa4KySsz3lbVYFaVLWwPmAlz/cfTB2HMniSI9IOdWnlHcsEfR0aF9IYaqY+Ork5eWptOTsrqZ42WNjNd2jTxYuSklJmVFYhFeHZe9ObRsvi/7ONkmJfSnniXjJpmW+yj4lQRzzRehU3imxMzobUhonYXs6N/8suRFsLMu/nIfTpy8v6BtGjsChQ4lby5iP0nI+GDswtB9HmNteWuxf6fP999/DUGym12XMogRW5DInaQ2mHfGycQyz4U68YSXL6aR9j5UM43bAS1zsw5xMAqJuJ23gSyDT5XbpDMZelDdCewbJ5WqN1mCAy7TebJapNAEucLf2gpU02Q8woLX9gFWoA1NTOYBMEiUDZU16dUqkuGlbgQEfpQ75YNiENybyDoFP1Opfb1r43PJZf5w35eUZWa/nTn2psPSP8xc9t3Ltrza38Sx4wKAP2Vnnpi3b7rP96NVqvQGOVFLZ7XJ43GxQnajOg813YFJkRE9H4CWTUW80qrR6qUoDGNYNUXR2ed0XD6ffOAmJK2g+pxJuqDUyX7Yn0KOfg6sSYRjdLOHpaOgKekjVoltCJbX61BsMcAJb0QDCTrKo7bSY2kErlUBtU5PLBXhmM9LFZlodw/QQ508EYJjS6um3CR8H3i7gJUAmoCYAp9EE2GkhdhY0tAgTDZOJuC2R/AWSgekMYlos6VlG+qdYYf5S5XPGwK/7bkVV//7EI2t4RN/jISW8Y4mgp0N7Q2YMpHg5deoUUjmu+3lVjrehm/cerFq7Dq8O40KGjg0h8NMaXq57pwgvn9F/SwsQL9m0zP+eKYmIwtjd/LCxvINiZ5QZwXLFkZbsmEaK++FvF7xZ2Bwy1746NzaClAXFxjaUNsfExCBhbvUR5sg+5Hr93XcXuagjTb8kzuqYfknKqGlUE6t4GhbQnXaERlxJt9lgUGfLeczUk5m27yFFtVhRzjrB+K7+8CfgToPJHNzu5F0t0vpcqQIqIAuvWl1l5xzjMf5WTfrLqGV+/Rc433jgivJfb8MaAdiGvTci96/5C55bjri19Hdr0ISH29bQKvK1v/qUd4D0F7zPsucXTP/LzJzX8kb/bRwgYmJoq8a2Etq8cvAHQ8e8nQEftvCFWfP+sGjZM+vgFQBEo+khPWLkqKOnTmMNBbW5Jh3GPa37UqKnjZnmEwIyWWkCh9Fi0RlNKq1Orga8V1bJWDf+hzUt1AJ3hXD9urJWXkHzJINS+4n+6jKlGj4nbaHlJOXtragNcIJzFp6OYAb/OnqM7SfiZV09SRDV0dpwj8cDePnTTz9hBiZ2IXfRrmS4fg2jDYw5ZJHF5QhuLTxWOMJIqGp8lX/om4ri8Sx08BEULO0JmT6AWsoUFBRYbFa9yVzbTgeJp1ur15c3uZoMDevfImHG0aLpyJDkduElm5b5b+siQ9hL2MSIQbyDYoc1KqI/ovL5kNlNfrVHNK2vmPVmiRZHNe9IDlr+2ix8wIgRI8o3fXqMXpRTaTRs60uL8DGjPiKcf+bsGSPtG479xLE7JIzJVivbi8fuYJfCYYj2l5viInG8JBFQo2910ubApXN4gNuFTczJYjod4Z0uB1sK5HSYrVZcKOf9yAxQSDU1JLKkBLzsPITQBU2ZXKWSK1WVfv2LaxSq+5WV6IOEW4sNdya+TryG4sPImDP4wyH8kuTK35Z//PslxX+ek/dKQcabmcPeH9EvpH9UKy23IiMjBw8Zkp2TUzqnbOXqNaWlsydmZzfJMm1xKy6Zdbey+j6toVDr9Wab1eEitWP1rWODj5e4WjaLjbHZYWbkgFkTSXE0mskaukKjrVWqq2RKLlTYDZD5gF4dgnWBoD0i1TqD0cYQ0zBcj2gXYXJZhbT0zwB4Cae/t/XeRi1xF9s9p6FeiRo3BYvryNtzO62MVU+bpMMrYwYmoKaOWhLZW+pCjjSIqyfBYl3qE+WG4weu8v7fAokhazQbqT0RbLxjiaCnQwdDilOos/r06dPhIDeaLZ3J0Xpa9e35C1FRUQkJ5Jo4VjSkOVvufvPjFKzuiYju+6+fdoAwUdHvsqtpg3ttWuYgGgxPFsc2uX9Z2ARufTReQv2Lwpv6F6EWvMH62Kwr34CXS2xQvuVlljBHfzQMfjx58iQMzmgT16QLJHXBtGCFODFgoTWtvspWF72EuZxOu5UujnOr6piW6RfkJMFPCpxOrPqhIQWnzc7ojI16q/Vwdb5PUHMBWMqVSlAVSQskocsHVdWr16zFcwS2Ue+MWf7MuhahrujPsyXUA/Pj3y/Nfm1yNyPl2l9tnvWnuePfzBrw0cDY1r0o+/fvP3ZcxrQZhQuXLN20dds3Bw+fu3TlXlVNw171q9F+UC29dPX64WPHt3/++bIVK4pnzswYP75fv34jR45atGTpoWMn0A4UjhmlVmux2VqrmvEXG8M0mw10gxs2v/getWxlzFYL4JTGYFBqCWrK6bI1t1rdRFyJehWq+Sq2r2ob17jxfqKAV7o7cGQ+JAkDKq3BYLXZnG1GL9sgTMRLX1Y2Ri/dT9zDjQCVFit5aXNYl8dFXRccpMl7kPIesSOYyWyy0GodzMB89OgRycAEwNRpYQ7bcnLp47og4iV7XDntelPTEQyOkJJZ7Oy+JGwU72Qi6OlQRgSxzigsnEFOATuDePkzz71sLhh7FywkbVDG+eHl9rfK8MasD7MazMOfmdNhvETFvsKWP3SswPxoSPH60JyS8FF8ESawJb7/Xb48zOOimVwHSdhN60OzvwwtiGL9i/q2CJlz3pqCj//mwCE4GgfTMNHmlxfib8d8RJZZjx49CnN/GK79R2Z0w3O5HAiZcK0hdToki5JeRIiRkYtFUAtas1iQRTF44g+ZGL2kXAr3kwAmvDIIroNGsxkGZN4Py8AV9PVT4CWZglj1VQOoSOXlGzYCUOFXlvbeiDnPf8JvZLK5Fj+7aupLM9LeG9kkETQxMXFUevqUgoL5CxaWb/r0q337vj1/8daDioD2qq9G+2GNDPMVfb46cpbfKH4jiNbKFTqDASjR3VJvqRapCY0O0J2bOP9brXB0+hMmvBr8y8DxbGewdttM0z5MPsGBamBlAqjAam4gUg2pVdc3qcShVdsatU4LvIfRUTlx0dQGXq3TXmHcW63TWyheth29bI0wH9GgHJzCJNPFZITTGR4WCBZiFXz9I6+PLT2ULWl3JKvZYCG9FmwOwpnE3KwT/cEBEWGWaoTv0WhwkBlxHcnA/PExTbUlUU2uC3k3CAOYdIm8IY509YfbWdmkCUKiOGaD4H4pKEiaGUaKPdPShplMBhj3TFZL77pudpuu3LiJ16Otb89Gqlzy3lT4sejD8SNFbNphZGhcwq8WdBIv2QLzD0ktdn7E0LZZ7lBI0drQicXhI2CakCpOTJDERPpAd0rEML4IM4HGJ0mQShIJ7wZYF4PkeM/W0Mn4sJVhLEi36F8EyvqQ1J5v+Ww7XJ2H0NofblV9QCjxRDp0+DAQpqtZ8j+FTDdcmmnmmo1CJtpgstmVvpZtJqw69/WUdBMHPxrhRLFL6vRfXCLHjiekF0aP913vaiFhKpSq3V99nZKSgl/lsPeHz/mfnsWWc/7n48zXc/r3adQLYFxGxtIVK4+cPBW4C2iH9QDreuRKjU7HMIyH4EpAoIJZH3Accl4H/jmKACd0xdyOWR/YLKDR/IhWxzCkIypBUEKhDPFTsLCymm1Y+m0hVkIms85oIh0WTUYTICohVZIuRdDHbG54jMGo1RtokbgezdullDlrm4dMlVQthVK5gCoQDjwRCFZvNNkYxv+dt6EW9lI9TPocZgvipZX6+QRU3UPWi2HK6XWBXF4Xh5cA5HKNBtC3VqVR6Y1WxkZnmp6O1drgSrfTZdfpdQCTwKuYgQlTCHjPcI8FJsJBdblsW3CcwBctVTaq0Ttx5qyE+Jkk7w2ZwTuWCHo6tNpnUXj9+lU4vO1Oh85kgskp7xevHqiFvnYkuX1GHXx9yfS/N2rJQdjp3SFBYUuWMP9OUhkLItI4bNsvKlwVmlUYPmJcxICB4sR4STQHky1uPGZyzgkf3eJbipNEfxaa5//IkvCR+KvMD9ObE+bU9wiCLluxsqpWOmwYWRbfRAmz9O18uD1hwgQdbHodDP4tXDtI/IcuI9KwBvAkQ1wuWXsibhmdczSC+3GpvZ5tnNfAojabDR/mdNq5x9jsjFT5MydMmVSh2vTpp/gNDn0/bfb/fMw7T6KW/m7ttBeLR74zOiYihjv8kpKTpxcWbt2+4/KNm922l3AlHfBSR1oEsnj56FHAcMIWfXiw6MM/R9GNnXfgH4/vnuaESfESszdZCwWSWsxWZztpUrHDr60k9xhql2RH5wXuAbRSzs52L4DfUjsGK8KqtSFqaqJu7SYbVZP7WZmBWgFyALk1pOzFYDSZzBaLv2NYG2p+psMIYGMa1scDZ3ggRhdtcQVygjykGQGx8zKbpCo18QhVqBVaPXwKO2l45KSF3u0mTHiH8PXB3iJV4SYjTBu4DEy9Xg9zZNiZ3dkjnvqtkQCmfyUv+vINESfzjiWCng59KZqGbVa+/HI34KXD5YTLcOfrTJ9K4Qrjth07sYkblvM0YqcXJgcRL0GRfYj35tiIAQPECXEEJlvfIqIjRYlR7w+KeX1s/B+nJf6/RdHvDMPn8kWYF3zdyWeFj+IwOEESsyM0v/kjsyNYO9AZjf2LMIAJ24pVq2plsuG0uwQ6ZCaHkzzPo8eOYkq/i3RS86DBC7YRIbEIlwMgEC5neqNBT9xB4KJhtNO0TFJgTi3W/QOYWCvkH3bwcvmcaKRpt8Efwsewvutqzc/By8vfssa35iurJO1gFIuXLMHvKO+VHtGOZ+4fFma/Nnng31P9Tg/JyFGjPlm0eN+hI7zsOnSnb2/0skXUrKtjW+SwjkaepuIgk5PThUzI+DMna4/g41UU4CpZInZT+wQHh6DwKzeHr60tYTf5o6ywqq75/b4pHl3UNuHsL0C2bJEwMb+R2hPpSQcfUo4dEMNT80yPww17h7E7GYeLNM3EjlcWxqY16AHDdGghBBztsMHD4AEdqOlmMzDpBofBo0ePMAMTdgRMkEGtZWB2keCblcPY1biS9/zl7+FkgcsN72Qi6CnQuT5lwyNI0tTChQswemkwm2VqTVDqTJ8yYZXE7QcVs2bPaYXxooKLl4QwRS35ogBMhiRFvTco5rVx8f8zLfGXi1t8bsybJPNhuLgvX3h5LmT2CroCPnjwYGASfO9jIlJae/wI2gaIHI1vFKIrJhqqA89/sXs34KVMLhs5kkQ7N77y8YQPyafLzc0lJZkWM4lAOu0gmopG2ojA5UpnMql0eplaLaNNqXTET1BvokYo3NXNQjYzW0LemDBxVcvtcREvI6uZNjSn5ed1DcldcKHU6g0/h34EWIdeq1Rd+v7q9p07L127Xi1TypXqmSUl+K1hk3G+tOR3qwtfmDX6b+OwMh23mJiYyfn55Zs+PXfpCm/jBkYvFUqdycg4GAx/BR69bIEwaa6glzZFJfK2ILZRI7If1rVR/GtI/KAGXL5gJoO0SYATEdSvKxY1VXD5r7+3UeXNvX6DPC63p9mdPuEsj7MaC3B9vMkqua9+3AHkhvZEcC7DHgh8lxLCdNkJPToAMklPVafHSSKZTjuNyppJkg28T4fN6gDItMKDve0kTDYD00gMlODFYF/9+OOPXAYmLeAydVsGJn5qmD5IVeomh+uVGz/AidNXHMc7nAh6CjQ1nBRKTJgwAUYqJxz/FrOiWWdSQeyVoka6fecX/fo1akeCG/Be7MvZQcdLQpih8fDi0e8NjnktI/756Um/XBL4c2P+SlbwB4kTecHLDaE5UX7L95Pz8qN9P84NG9PaszBRM1octfCNoqRwggppw4efPH1GrlSqNWqtTpeeTkKaw/qQ8FRycvLJUyeJX7WR5IxhCQPpIWIgbUSUWh2ucD2kLUJgtq4hQUxSKEH8i3yO6+iy3mIME/DS63WTSnMa5PTQugya6t/gGUJ7c1iUT6/rAnYSrFEoT3x7urikBBtawRYVFbVufXlOTo6E2A3Flz2/oJuRcuVvymf/z8eTXp0y4t30xNAk//NxyJChc+bO+3LvN3ceVvI8aHDRS72e4GVdW65EgYFKfb1fCkcbom3BKYL6bmN5GgpLhJoHM9k7nQ14iWVurWV4wg8txic5mm3tt+jGgLM8PL/gD3EL/YGI2yd+9ePEL5S04gqgQr8RtNeRBE6Cl40JE27APZgtAL8FBAW8ZBw2eHBdfTv829kMTKedVovrYKcAXjbOwLR2ZwYmzlNazPC5cfc+OaMl0bzDiaDerkVh4zFA9PDhA+wbJdd0qsfHU6+8KVOasmV4LIBfV7Bl5xX7EikJ7C+O54Uwj4qKm+yruLg4wBK8vSk0t8VnnQ2ZHe/rBATblClT7ty7X1ldDYMwTPxhvj/K138wLS3t8uXLchVpolfb2IYFDVgqZfIKqQzXgB4SY3BSSmAkdbhAlKynOlw6sY8k1+WH1pt70RCP+B052VbmWDWA9/t7hsBADRdKQ2+rKA9cSo1m/8GDk/PyuC8lSZQ86p0x3I8pHw1c/OzKbkDKdb/aMv8Pi6e+NGPM2xn9+6Q0OboSk5ImZuesXLvuxJlzvO80VAvRS3LwdBoPfIaNnVF9PTV7rPNRaB3e9mKGCVwO0Pe1RcKkSSNcf1WSOmLDVlm+1E0uLuqfz9mC6KlHrBzMZmy03QHCJHksjevH3R5nu3wjMQTKfmSU24mE6fT535KmYCxh2uxOBh3RA//K4P14vC7GbtPqtAaDgfcMTOyqCaNebTPCvFtZTeaPkkje+URQr9ZnonwcmY8dO+L2uC2MTa3vTd7RfKnhkiaOivtzft9/2cw7SbamuD8RHk5qZkfZbcLW9pMjhiwOyxgmZmNfE1krjNiDosITISX+ZuwHRIWzwkfF+ghz0KBBS5ctw+7kOTk55eXrP/vsM5j7w4+jx4y5ffdejYwkAQbScwozHGQqDVwRsX4cLmtOp93l87fkRNr2+Xr2uX386SSNgFvOnUMQtdkZuVrTDR7X3Sn4LBu3bIVdjV9HTERM1us5S55dhbw364/z+vcZkPbeiNW0EU8XaeFzK2b8pWT8mxNTPxzcxFwoMjJyzNhxs+fO27J9x6lzF3jfXc0Fh2W1TK7SauHwCCR6+ehRPRxj7CK41+NzbeWEtgY+eXwL0L4H+JIzfanI3DI6G9V8sscOazNOS9f9l7w9aCTbFmFa/QjTRsUSpt89zQQnF6kQIk2KuOr45mmlRPR8bDCz9REmm8fidloa6sdpFV47fSMRMmkWt5uUk3t8hImQ6W6ATJqo6QjExdRfxHnSwdBG5AaL1YJtInnMwGyDMEExMaS+4GyfObxTiqBeqmMhJQNp755169bCwQ/za6VW6A4ZkGaXzSVXt9CE5F+U886QbSv+9ySKGCeJ5oswD4mKuNtDxQ3rmOMoNHJbgiQmRRzPIShso0aNSkxqtO7JbXApNZnNSrWmmpZAPqwNtGMd8JJMpWbsdiznxIU5h4PxsG19nD7IZDhhHRBddGsrdw6Ga6fLqTUYelGP8kB2F3yWjPETYJ8ni/rmvVKw+jcbuyFQueyZtSV/Kst+bfKw94fHNXNBH5aWVlhUvG7DxkPHT9zmewX8iaqUypUarcliBiAMJHqJ/ldwLMGAbGVIabbJajVarAazxWAmfkF6owl9LLVGow5+pKIWlxZ4GLXcAlaDQ9a/kbfdQYKQJDZYF0CU7JEvRopBTnbBnfIqB5nN3WKdLge38N3wo6/GpyE22JroGj2QZIs5pUQUlTlyxnfy2FedDfAGeGkymdpVP94aZwJkurwujjBd1MKI4j1buEQCre3MdqC5NCxe0o7qj3nMwPQRpgcOlRYJM4mOvSf7lPIOKoJ6qSaGkwKKgoICL+vqL3gTPVm45jVyVDp3veOdIdtWwm8JDMdIovgizObiXIkGDBiQmprKtX3httzcXEzt47asD9JnvJPDlaKbLVaFSl1FwLLd3yAMp1aKi7S+wIbVPZQwPVxOGlqwYOiS4mVD5XgbgosOnERAsBXS3kqY1C3cVypOm7ncvHNXQpt+runKKOWq32yc8/wnk18pGPnO6CRRcpPjISUlZXJ+/tIVK7/et//7m7d430vtEuxDmHcA7HkbuzKysco6dB8izIZ+QXDkWQApzWatsZkLOu3RI/X5nNcoVVIV8UUnUmvgAfAweDA8BZ6IPuoAooCjepPRQLtVwSvbgDppbbgDUZAQIMZC2YIgb0sxT8z85CKrjdU0ruhuiKy6mt/Totg/7fUAXweeX4qFPNhPk7TjoqXeNIm6U1VUTQgTbnjrPaRdY5O30c5sB6BTPd0AzYEueczA9CdMSyuECYMznHpHQmbyDiqCeqPKwsbgJV6jUcH8UUc8V9VPTeyl64S1tAcOH8YTUCJuq3I8sT0lOV2kpF8SD5koSSSPSLk9NO9r0bQjouIzIaV4T2k4i+jJvi2Jbol0w18BTRaFj8gLH+oPG7Nmzbp1+7ZSrabRy460Qq5WKPVms50uecOYjzlgnDemf0zG4bTT5Ewr4KV/5Xhrgiu11misVfbWGCZGLKtlChgKFBrt0RMnyubNw1AGgF/QqfLj3y8peKlo7FvjUz5q5H8uIcm68ROysj5esHDHrt3nLl3mfc90RjBth3lHc35gY5WAlAxjIT5aJrVOL1drCEAqVD4T8sadHIlk/r0ayY+sGlo6si2EaCoy1xoSU5ThlaXIpWoNfMXIohgLJUE00uzcSpa2W4p5clHNOl+f7jq/SiL/uGJHhGRb721/KintP24xG40Gi8VsdzAB+qu3wV119R4PJUwAb/gXbne2Mou+T5i66qjhp5fvDEzfEQifzWVsqa8KDAVDhxKbuwMhRbyziqBep/LQXBzJL1y84HI7TVYLCbw8XfljXSQY1RcvXYZ7L/rtEUn/vqZlrvv3NbGvTugJcc6kf1vLftf8Eea60OwGeJBEp4jjh4v7Dha3vAIOW6wkCn6bKm7k0RQfH3/8+DGtTgMCwqzqqJUWXIKVWp3ZavWQtj7ocmljmIaqBK6uAeRwME4nbWrcZtUAxqOAImjztV6TZ9IQsSRBS8KWQCCnTp9ZuGgRO4Gi26APhxS+MKvzSLn42ZVFL5RmvpE9+MOh0RHRTb70kaPSS0pLN27ecuzb07zvmSAKCdOOBSxe1hrd6QKGswPOGU0mnd6g0pBuON155OBsAsPUGAvFjpBqHalCaSPm6XBhUiLQl19qKJsISlNDuZVxjI761Ni5qFXCxNhgfeMF+vomTOsnUj/O2Iwmo8kMGA+narsNKpujIOKlm0RlCTYH0tPzySxH69xJR0iLuY7vDEwUWSK3MxqDoapxR3JybEjlo6hfx56Q6bzjiqDepX0hhQnUJHzHju1wphNndY0WBjcBLwMREOa4DOL/E/fnvJah7l82x70w2f/SGfPGaD7DmP+8Fd9GeWjO16HTzgXGhGdCSk+GlBwVFR8UFUZLooaKk9PEydPC09aETTwkKkoSx2ZGpHIPPhsyGx68WzR1bdhEgMmvRAWnfbFK1IkQ1iwxNja2NapscYuKiho9evTMmTMLCgpOnjxZVV3pcDIgs9Xc4TkR7X2shHEVrnpYoUMHfzYnk3UFxBbkNDmTLR5vs2oA41FWmxXeVYAZobwLGaOKUqVcqT5/4eKy5cuHDm2IGKd8NHDSq1MWPdepCvFVv9k47cWi4e+NTAht6uk6aPDgadNnrF63fv+Rozfv3e8VO60DIqvkRiN18ydJlQaTWUuREg0QauRsJ/eKWlk3HznYOYLkMNNYKNdFPZCYp54EPH0VPgwDoOJL+6Ql5LQWhsoOaI3CtkEsfzZeQ/d37PTJ419khEzeRA4XQK+DrI9bzICXcPbBEzvJaWjgA2zpJqFLSryd6D/ewHLUZR33GeyKR/4ZmEYeMjBR9OpvVWh0TTzW4Hj44f4DCc2NOd1nNu/EIqh3aXQEsfiYO7eM9CJxOVQ6fS+KunTb2IuxHVyT8h/54XbZvPmEG98aFf/7oiYxzPg/FEaK2KzCwuJiZNGE383mkzD/12dNruwwbkzxtTifET48Tdx3iDhpoDihnzguURwT+6QGlNyWIImJk0RHtfLgAeKE8REDi8NHLgubwHXq+WLXrvsVFVevXTt99uyhw4e//Oqrrdu2rV23bvHixbNKS/Pz88dljCssLFy7bu2BAweuXb+u0qjVGuKSbibrX3bqU+2tqydpw6qOVqUhWcHl0uHrYI6RTFLLio58TuJW5PGxZSBjNb6C3mislnerDwPXYYcjhEopu4SK/OCjCBknzLHctuPzTZu3rFtfvmLlqsVLlnKl4hJa0ZP1eu783y/pZMSy9I/zx7ydESWOanjl5OSc3NxFS5bu+mrPd1ev836ad48qZYCYOsyKBEKTqzRAlZXdzpOdlH/Ms1apkqm1So1ODZ+LTfgk9rNczqfezMpgxhIkIiNdhccOkmYbKUciFUmY6OwnvN9ss5mtVrNfc0mj73X8ZNKTl6T147Z29B9vmzBpDNPj8YUuO+8r9Zj2/iZdhowGl8sFePkPvwxM8s5dzrr21KQHkTCxtUpFY8KslCk+/2IXnLATwwfxjiuCepcKw0fAkTN6dDr6OcCsU6buNVGX7hxLq0g2mkqmIkn1/iQDO2rztu2N4mwfDIz9y6SEZ8rgBt6TlZ297/CR67dusxfWf/mUX8KM7NM3MjReQtYlG2gQkPJoSDF222m+RUVFxcfH9+3bt1///tHR0afPnz/+7ek169dPzs+HHw+fOIUdM3GD2wkJCSNGjpxaMC1vypRhaWmRkU2xEx6zbMXKe5VVpPS7BriotqKWuLjUypW4n0FylVqhUilVSiX5VwU/qrRag8lkY2wuN2kUXu/LvHI4HVp9x6u2SUW5WkOCCZhg9qjO6/XAFcpK2vqYadZl+5bGPB63iQ/HdcwKPn/pcmWtVE6iTBq5mhyx1cAwMoUvMU8BP9awZqEkJPX99Rv+Xx9uceHx497KnNPpZuILn1ue/drkviH9uFeekJm1acvWMxe/Y7mX7xO8mwUfmeRGsgatbKvN3rgfuJgnndGwAU8u4dM/57Nawcp31DWWUgmH6JOlaHC4bU3VCmVQ6scbEeYjNtE0KMvWdJWEZmDqdUCYzT0w4VfB+lvtlcvt0hlNzesvYLiYNn06nLnLQzN5JxZBvUgrQlmcuHPntlA/3mTw9J+hf/b558tXrFxfXr55y9btn3++68svv9q795uDBw8dO37i29Nnzl84cuLE2vLy/KlTm9RBpw0f/tnOXfiaW7aR4GHMm+n84mVT/fPmGF+CaJQkcnr48BYJE7b4hIQpU6eWb9wEeElKD+RYesAWFNy6/wB0p6ISrjjshUbWcJWplMouXLny9Tf7Vq9bP7N0dmlZWfOY1QO/9tacqqWyGqmUiLpcAgdqDUaT1QJTId9ym51xMHCPSqvrTJdGqUptd9i5gZ1CppshvnwWmHyhLXbgFxGny6nprq6R3H6rlikOHjk6taAAv6/U1NSc3Jy58+dv2LTpm/0HLl6+cr+y6uqNm2cvXDx87PhXe/Zs+eyzNWvXLVy0CC8fY97OyHo9N+eveZNfKZj55zmdBEu6Gl485INh3PEzaPDgRUuWnjp7vtehlKBepKDUjzc6nX1W9kGhOMBLMnW1WoAnzWZzEw9MvV7ncjl5wUskTK3BAKDeZNSqqGENnw+GFPMOLYJ6i74QsVeiAwf2YRRIqB9vOKdqZbVKtVKrO3j48Pjx41uDrha3maWlCxYtHjFi5Jr15f5pgZNoA5T450oaAd4/bY2MiOadMxP/ayGJakokYyMG4DJ3sjh2hLhvdsTg4vCRM8KHD2lchpOcnDxjxoytn3323fdXFBoSK1NotUqtVqZSE7dzqbSiuuZBZeXdBw9v3b33w+3b12/euHDp4u6vvlqybHkbu91/JZeNkPginOhyWSGVY0oYJoP5RCptAWsfdqI2rQlhPsZsfLeT9OxgbPCrAFfc/L3WO/N+2nesKlRffr1nQiY7YYwSR0VHxLTroI0Nj13+2/VBKQlvshoeGRlZWFy8d//BSmkvWwgW1BsVlPrxLhIMDh6PC/DSaDQCXtrtMOA86gkZmI+pTT3Mi2llotx/hQ5uf7X3GziRR0ek8A4tgnqLTveZPZR6Wa9YsZx2wXMazRZp8OrHcSWosnMXfV5EO24oAA/OnD/PhYOi+vSN+9OUuL9Min0pO/aVzJjXxsW8MTr6rZHR7wyLfm9w1AcDoj7qFxmSFBlGvKCzc3Lg6eguwvUovH7rDnspfzEn+X9v4tAu5k3q0tOmx1H3KPblLAntJvmNaPrpkFnNi30OiYrWhE0sCE9rUtOdlJQUHx8fExPTfCm8xe36nXu8f8vN1Zww2aofNylNJb0pXc628zDRIdBLziaHwWzq6n6RmE5ZKZXfffhwVmkp7tuE0MRJr05Z+ZsN64lL+bqy5xdMe7E46/XcEe+m9+8zIC4svm9Iv4F/HzTs/eGj3hmT8VbmxNcmTX6lAB7T+aDlwudWNFkNz8zK+nTrtpt37/P+5Qr6+ajz9eNdh5d1NJKjJ7FKvdPpBLz8xz/+0RMyMLELEuOwk3lx4yoDAM6Zs2bB6Tw/bOyZPrM3inI/CcvgHWAE9XBNpqaCkyZNguMKjmoSvVSpg9h8HLPZlVodXGd7l+sR4OWDhxVlZWVsBCY8Ju6PU/v+07ZAIC35/5Sz19bMzPKNGy9duQJ7AHZslUxx8ftrJaWz2dcMi8Ou5QnPsmAQ++p43gkz4XdzJAE7sR8QFa4Ky5oSPmyAuFFWQJQkMlYSFS+JThTH9hXHAa8OFCcMEicOESeNEPfNiCCJqXv2H+iBxwMhTKej+UUBiBEtCgEyHW1GMgEvPZhqYjbJNZouzcDElfEauXLvvv0DU1MlNG459aXCoAQh26XVzVbDBw8ZsnT5inOXLlUIQUtB3S6Pp7P1410kQEe41FqtFp1eZzKZuAxMt9vNewZma17rD6lxGfaLjJZE+Q/1/cTxeeHDdoim8A4zgnqaPgkbh6EnmazW7XGZg+1+Ca9To1CRakGLBeZElb3E+AhXBIA0SmfPbog3/mJDuzgt5o3REj9nv6HDhi1YtOjQ0WO09YbqxOnTk/PYzu9RH6ZEhrNePUn/sZp3wuz7r5vxzZxp7Cz0RJ0KmXU6pPScXyfx1lQWPhpeH/CjBzoVNI9hstzo88Gmha02mt/l9U/XJG1NvB63x+1wOax2G+Jl17kxcHVn1TL5x598gl/ZsPeHd9JEqAOaza6Gs0d7dHR0SWnp/kOHe9eMUtBTpp65Pv6YVP+5TGYj6ddjsTidpEck4CVwpt1uJzFNg57HDExKvy6juanXOhDm2vIN/mAZTWMI/vfESKJGRPTbIMrlHWwE9QRtFrHejGfOnPZ43WarVaXVVQcPAvEKKFdrbcRJ0K7S6au7pd6h88I63C++/JLsHXFk0n+u7CCq/dO2hN/Mj30lMzKkIXcxPiF+ZsnM7Z/vOHPu3JdffT3Gzw0m+q2R/OMllSSCDB3loTldZLS+JZQce9k5OT0w1xf432ZnmheMo3e61+t2OOwMQw5quBBgv0gsC3W6XVbGrjeZ4VCXqdXVCiWpDu6y2B1mXR49fmLEiBF4/Ex+paA7wXLhcytyGq+Gwxe6bceOexVVtCxaKuClIB7V+frxoIurH6fr4zqHw4EFPgCZcNtiMWN1ElyO+XqH3jqvze7QGprW+cJok0HLEMZFDCgX5ZzyNSXfKZqaFz60nzjOHzUTJDHzw8byTjiCeNThkJl4VGze/Km3zsPYGbVOH9yKV5KBKSVNUmiLW5dab+gthAln0407d/v1I5fO+D8UBoXZEn+5JO6FvKgPUiWNtyFDhsTHx7Mn5jNlvLMlCpF4RvjwLiLMk9RoPS4urgcSJkzeTRYsQfX6syV2Xob74WQh/pgWi9VmJT1NXE6702FlGKPFotEbZaoujFve98u6BBJetmIFHjmDPhzycadtKgNdDf9109XwYWlpK1ev+e7K1V5xdgv6mSgo9ePBlX/9uMlk8nq9gJc//fQTcCf8CMxpY6xuj7OejwxMlMfrMVttSq2+UtbIv7dCKps6bRqc7KtCs1okipN9SoEq/TPzk8SxC8LG8Y46gnjReJoIV1Iy00vKXW1ag6GWWhMEMezQiDBJbZq+t6ySw9suKi6WdE3PnaR/XwPUGvvqhOj3BnHL6JF9kmNeH8s7WHKKfodk56aL+3cRYYIG07Ho6Mlvef+6mwj4UK3XWxmb18uusrHr4y4n42BIOz+zSU9ckg06vV6t0yk0WplaU6vEMnZFRVfGLbmsyzPnznPOBtmvTe7G1fBxkb7a8NjY2NllZQePHquiBpu9rpRP0NMt3nmyibj6cZOpoX6ccyjS0/Vxp8vRdhfarhbxWjeZYZrc1GtdKk9JIQ1Z9obMaBst4AHYugW3ZHHs4tDxvAOPoG7TsZCSLNpIJS1tmMFoYBx2rdEgValgkhLcExyvhnCsEq9qq5UctL3kGgRnU3ZODuyixF8t6GqWS/rPlcn/to53pGyi2JdJu/C+4riuI8yp4SQItrZ8A+9fdxPBiQCnA5wUdifxana5XWyfaLMZ7lTrdUqtVqnRqDSkB7oUzZG6/qj2d/tfV87WkaV8NKDs+QVdDZYrfrseIDZZ1Je7akzOy9u5a/dDOoXk/fsSJKhF8Y6UTfCSrR836A1spiWLlwzDmMhmtGF3S/7w8jHrhGls3rHiwuUrFBfjAsSMfSGF6RH9uREDLiXLBJP2n4G2ifJTxGRNdvDgwd9f/d5is2n0hlolwcuuYD8MYwJbgoJYn97Vgrc6Z+5cskT++2LeYY8XJTxDKuijJZFdR5jLac+gqdOm8f51Nz9oETINJpOZLHwbFBqtlIYoWWN5YiMvr5ErAS9lCmWtXFFR201el5evXp00aRIO2plvZHcDW2a9nhspZr2nRowYsXrtusvXrlfJhaCloJ4u3qnSX2z9uM0KhGm2EH/1n3766cd//AhzWKPRQNbHbRYur5tfwmyxQ8T2nTthBMiKaF+zyG9CCkf5cWZ/cfxgcVJ/Uns+lHcW6lGaHTb6G9ETgsM9XwvDMvCLLiycodVpGIdd04n+egEKYy+9JXqJgne7dj0JE8W+mMs77PGjf96Kh8qxkOIuIsyvRSSrp39KCu9fd4sCglKoNUqNFgbb5kcvHtXELlUJkNmFhMllXdYqlFu2fYZGo8mivrP+OK9L2XL5M+v82bKwqOjEqdPd05lIkKCgiHeq9BfWjxuo1yVQ3OMfHwNeeuu8jN2m05GqH6fT3q52tF1HmFqDsUahanKmz5k7T0KdMDsAHl+HTB8R0VAPCNvEiMG841DP0UZRLu6WaElUqjgxP3zYJtEk3t9Vu3S2z5z8cDYzf+PGDWzupZFGL7ue/bAnC+8DTrve8K6vvpb0wMaO3SjMEV0VmvVEVnxiyfkRUfH60Owmd+4RTUsWE4+mU+fO8/6Nt3gMYLfK1iJ1cGeVVAaECarsGu5iOVauvF9Zhf0cYRv31oQ1v97UxWyZE+nrUz+jsOjkmbNCpqWgXifeqRKF/RocDqaJv/qjx4/sDrvJbDKQqCZvHXyaE6bOaKpt3NEPzvrMLNKGY4tocochZLdoWkbEQFw6Hx8xkHco6jkaJu4rabbB+Ds1PI339xaIvhRNS4sgHyE+Pv7kyRNuj9tmZ7SGLsm9fGp04vRZCXGqHMA76fGiqI/60WNcMjUirQ10HBnRb0VYZpq4b7wkuiA8bWvo5C9FBbtFU3eJpn4ROmVn6JTPQ/N3hOaj+yWMKp/Te0rDR2EbKXbKs2Ur7193xwSDMFkoVyqrg+0ozmVd1ipUCo0WW0rFhyUUvVDapWyZ+XoO973MKCJs2btWHwQJ4sQ7raEAL4EksVmPyWz2rx83mow6sj5udbv5Xx9HuT0uvclEmvr52ICORfLUQaR244llPk8U9trAUqDAszqfVn3bpzQ7fDCOt2tCs5eHZuaEDx4oToj2TfABPnl/k21rVehEfK85Odm1tdVw/BgtFrbDTtfkXj4dunn3Pn7Fif+1kHfe635Fv8ce9iPE/ZqD5V7R9A2hOfPDGpw8O7AlJScXFhfv+GJXz+wdGYiwr2itXCGVK2qCWu9Dsi6VaqVGp9Hpl1NLoiRR8oogtQtvrmXPrM18o4Etp9O4pRC0FNSrxTutPaYBTLfbZTabSKtxi9nudDyi/uq0ftzRQ+rH/dU8hgkjwL3KGhwZvvXZYHZYWGXMLZGMixjAOyPxot2iaekRKVxz5b7NYJtbdB4R0Y/3d9uaisNG4ptctmwpOq5YGRvgZZf69T01WrpiJey6qPdTeee97lTyv2xO/kV5zJujEC/Ph8zeI5peHpozL2zM5Ighw8TJ3PQKtxxaeLJi9Zoly1eMHJWePnrMmLHjxmVkZEyYMCErKys7Ozs3N3fS5El5efM/WSChvY3mfbLgm4OHef9+O6+gZ2P6ZV2qVFqdHoZ6qRT389znF3YZW2Zz3+aMouITp8/wvmMFCeq8eKc1tn7cYaeZlkCSToKXP/0EeGmz2YxGQw+pH/cXOldXNc64PvvdZQmt0+k8k2CX6ii/i8jPrepnXWjOYHFDB5YEcUxR+MgWH1kQngYPSBUndv6Pfi6aOjFi0P6QomB9igMhRWMjBuBH2Lfvm8fESdVtsVrVWtpYR+gRHIDgcp8+mizvxrw1Mv75GUn/t6OdfXqg/mlr0r+tTfzl4oRn5sQ/Pz3m9TGxr2TCjYRff+xPj/GSmMjGPInbwIGp2Tm5cz/+ZOPmrQeOHoPx5+oPtwPZpacvXOT9aw36QRKsbEzO61KpAbjUG4ykuwdcnrDrU9AJc+nv1k7wY8vCouKTZ84Ja+KCnhrxTmu+/uNW9FfH/uM//vgj6T9uMGh1Wqu1R9SPcwLQdbicCq2uorHxy54DB2GISI/o33kyQWpCwhzkA63S8HTewa/rdKbP7F0h0xaEZeSGD/FvftRPHN+2I30ZXSVMEsd2/j1MDCeh41hJVFA8ozaJJiXRGor09FF37tyqf1Tn8XpsXdC156nXNwcP+5NVZEhyzF/HJzxbmvx/yvmnxMCU+F8L4Q3H/bEg9uWJMW+mR70/KFKUKGlzS0pK6tu3Ifd48JAhk/LyPl6wcPO27YePn7x+5y7v30uPEoAlEiYaY3Zg7ob+SJh1CXhJ2NJisdmsFZUPt27dgoSZ89e84LHlmglN4pZnzvK+GwUJCq54Bzau/zhApsvlevz4MeClx+O22Ww6vY6sjzsdPaF+nMPL+kdexmGXqTVNppmbthBrkcnBCDYWh5N1VQxclIaP5rzZnw63zGMhJV+ICtaFZs8KS8+IGDhQnBAriW5+hR0sTlovynniq60MzaJYGN3Jd7VdNEVCy3Dwr2eHDz7YiWDmvLCx+DplZXOcTvtj2geK+l7qa4LdtefnoKs/3N6x68uS0tmDBg32P0iiPkiNfTE38ZdLeGfIJkr+RXnCb8sIT74+JjI8pkWGjIyMTE1NzRg/ftr0GcPSyKSysKh4/icLJuflDx02bO+Bg0eOn/xs5xfHT5+99aBCOGDaVkWtVKZQKJTKWtrTpwP5J2i/qdJqtXq9kTaP27dv37RpBdz3FRcWP/7NrCCx5UTuZQuLZ548e174fgU9leKT1mj9uN3BAEnqGurHf6yvr2cYm9FkNBgN/PYfb4MwpSr1/cZjwsIlSwkQhgUh0jgnbLQ/YcI9uGQM92wT5eFjNohyeWfFtnWuT9n+kKKtorzloZkAk7nhQ4aIk+JagkluA1AcKE4E7NwlKgjwr3xGyTBKEtnJdxsjYbuwZWVlJicn45tZ3iGkz/HVJe3YsR2Pc9JzvFt8L38OOn3hu/UbN03OnxLnmw6Qq/8Lk3mmyn/aGveXSZEhydhMvMk2esyYopkli5YsLf90866v9xw9dfry9Zv+H+rStRtjxo3be/AQ77u3lwqQskYmlymUMpUKIDPwswyzLqtkpMO4WqczmMiyOFyADAZ9bCxZg4gUR43+29hZf5rbebZc8rvV499sxJYnzpzjfdcJEtR14pHWuPpxXUP9+I8//vjY43GTbrM6HZzmHo+r56yPc5BpdzpkGt2DWrk/ZE4vLJKQMOOEzrPZAmrK7U+YIFw7BhAaFdEfs7Lgxqk+s3knySY63Wf2uIgBA8QJbZAkbtGSSODJrIhB88LG7hRNPd2hz3K4z0x8tc6/85WhWQjAqakDJ01i7TcBFw+FFAf+InPpqv3AgQMuXbqIB0w3+17+rHTg6PFPFi3Gbyrqg4GJv/qkSzEy6T9WkeDkM2Uxb4yJ/8OM2JcmxrwxOjI0vvmSN8DJIOoskZIy4Lur1zBq3fZX/8P9h7zvz96rB2xRuVyuUsmUgRImm3WpUKq0Wr3BYKR4aXcwLrfT6/WsXEWqzDLezAwSW2Zxh0fxzJJT5y7wvtMECepq8cZpj+rcHhfgpX/9OPAlnNcAlnq9DqaQbrezhyyOP/ZVJHm8blL2brPVqjT+hAkjVcb4CTB0bO6EGSanZaGZzQnzbJ/Z8ZKmy21RksiCHmAIuUtUUBqenhc+FNhymJ/JXpOtvzguM3xQWdiYDaG5wSqowVVy2A72aQcHtqYDIUWZEakSkjyZfvjwQQxmxkui4a8E8nRcaoft6tUr3DEDx3YX9RwXhDpw9NjoMWxaQrB8jZL+fU3cC/nR7w+KDEmOfnt49LtD0fxc4muw0oQqo6Ki8N81tA8R7/vk56mGbMwnmYBh1mW1XAHzPqVGC2xptZKsS7udgRG+rs4DJ29NbRV+1Z1xKFrybCO2LBLYUtDPSTzSGvYfp05ELqwfr6+vt1qtBoPBZDYxdpu3J62PkzfsclhsVr3RqNBoK2UK/wAmDFYDUwmZ7AmZ3nnOWRtKMsBj6botR5igr0TToyWRg8SJK0Mzl4dmJohZ4EwUx3ZsPbfz+kJUgEbizbcYSdTIiH7TwocvDZ3wuWjKqU6bODXXehHb9mKAOCFYr5kbPgRecOfOHfCl63SaOXNm48eB+4+EzGz7uWhhvWnTRr9jxmmwmNE6VYhedp1g3xaXlJDpwHMlHcyc/JdPE/9rQdwfp8a8md5aGU5MTIz/jcysiaPS08nUqX+K4AzQE4TZmECY1TJF2+sFcD7KVGq1TqfD0KXFzDA2p9Ph8bjr6hrS/kvoQZX71/wOsOXiZ1dl+LHlzFmlT18VvyBBbYsfWqvzwrlM6sf9+4//+BgmjwaDXqfT2hiru4etj+Nap85ogHGpqrGvLxnHqlgzzKBw1GbRZG5c8ifM8zTI5v9jfviwyAbj8eRuZcuQRmzZVxw3WJyUHpECJFYcPmqbKL+r38CnoslYbt8vGA5RqP0hhfhxDAYd99UfOnQgKYkk1wHSrwqd2Npzi2h9Vk5ONj4LLlIuN3FWV2h1lTI572f6U6+l1BM7+m9p0e8MjX5rZOyrE+L+nB//3zMTfj0/6f8uT/7FBhYm/3lL8i/Kk/5jdeL/tzTxVwuASGNfyYz6YGATmOzfv//4CZkIk3v2Hzhw5NjVW7dPnb8YFxcHf2vHrt3wq2+EtMkeJszGlMoVtfKW6304r0upUqXR641mE2Zd2u0M4iVWlT56XF//qK6+vu7y5e/IFD40qf1smenPlt+eF9hS0M9RvNAakKTRaNTraf049h+neGm1WnB9nPir95j6cZYwvW4rY9XodTVyhX+8gq62yHfv2QMjyRBxUrBQ50ifmWtCJ04PHxH9pBqW431mYUPzuE7XUweonaKpaX49HFPE8asCW0QOonaIpqDpdFB8ikCfhI3j+sKXlc1p8u1rNOrZs0vxt5PDhx4NKWny9A2hbN7m/ft3H7PVPV64btFwt1yIXnaDNm3d1mLgsWETR7Er3a1sY8aOK5s//7OdX5z97jK84L7DRyR04bvFP7ds5SreP7KgJsJszCoASIWqeVVdE6/LxlmXJHQJSIkXHeot5gXBPRMmkPSnaS8WB8qWbzWw5azZs89cvMT7bhEkiC91mLiwQtYDZyE5MQOlQfIsr9tut+l0cI7r/OrH62w2q9FoANlslh61Ps4SZp2HsTOAv9Vyhf8OhBlxtUKVP3UqjCcft+nc2HUCyMQBrRu4zj/Nsr84PsAExeDqK9F0LP1OEMec6DOr8y+4TZSHnygxMXHu3LJLl75r8Rg4cGB/YmICYu2a0Gzu6SdCZvUTk7rmnTs/f0xrweBosTudepO5Wq7k/Rz/mQjIUEJLbHZ++dWur/eUf7p50dJlM2eV5k6ePCo9vV8/dvoQExPTt1+/wUOGpI8enTlx4tRp01atW3/g6LHbDyubvODNew/wKc1/JaibxcUeYb7WsqRyoEesqILbcpVaodLUKpQwXPtLqmS9Lq00dOlw2N0eNusSL09wJQLU9HjccG1yulx19V446+EYGPj31LbZctGzK8e9NYEbG0sEthQkqBOESVeN7RYbwzgcLnegK9qAjgCQgJF6g95isQCd+urHcX1cZ6fplz0qeomCD4iLnjWKRsxQIZVfuXETR5V2FR0HV0hc67vMwmirKG+oH1v244ktz9M8Aaz4hn/3iwo7/4LHQ2Zh5fvGjRueeBio1apZs1iezwsfdpwGM/NoD6bp06c99vlZOd1Og9ksV2vgYsf7OS4Idaei6vaDCt7fhqD2iu0LKVdeunpNqdW1KIVGW6tUwWMqZQoSpVRrtLRLHFkSMxJpDSA9zbo02WxWuiZO2JILj1C8RLZ02O2M1Wpl7IzFav788x1oC9CaYdGi5xqxZemcsnOXLvO+0wQJ6gnqMHG5PW6jxaozmc1Wm93phHlf24/H8xdOXsy0NFvMTpfzceP6cSBPt9vFO0y2TJi0J4vFZoNxzH8HVskUq9askdBKEF6ICzVQTGoTpoQPC/orfyqa5N/AsZ84bgVPbImaEzYaE0+jJJGLwjI6/4KcfeWWLZtJChbJwnrCBGf//n3ozZ4sjmUt32NjZbJaavFKZiIWm1Wh1QqdxwUJ6ox8bKm4ff/B5Dyy0ACwVzp79vYdO1atXj133ryCgoKMjAy4M330aLh+qPUGlU6v0emNRqOZbhaL2Wq1gMxUNoZUi7tcTppyWee7NtXT0KUHmBPxEhCUBjmZH35gowcD/p46vdlC+aLnVowV2FKQoNbVGcLUmy0ag8kUGGGSGCDpDmkBvNQb9Ni+5ydaPw6DAGCn2WyCUxtOc95hskVh/bvVzjQhTBj9hg4lIaxNokk8chdi0tCgFvuUh+YOEjcU1SZLeKtYb6IdoilcHX3nwf5EyKzp4cPx1caNG/vddxfrH3mfCJkqlaKkZCa3c/bv/wbnUHBgw1VNpdUJnccFCeqkAC9rFaqzFy6k0Z5H8WFtuezu/GKn0+1ywn8up9vtwmJSf8hk7DY0uvSlXHLXJoBLt8tF2JJhbFj4g7U/8MglS5bAi498Z3ThC7NGvJuObLkQ2PLt8dyfnjN33vnL3/O+uwQJ6mnqMHG5PG6dyaLSm4yWJxMmXK89ZH3cajIZaaaljaZf/gP+hdEA8FKv18EZ7T+v7Gmieaek2IcjTMwq37ufZOmkihP5ha7l1EIzWMU+a0KzU/3YMkkcu7RnsKW/hvmqjYJSYLVFlMeVxi9evMhsMT0RMkH79n0TGxszZ85sOP7dHpfdYTeZLSqNrod3Hkf3b3iHAgML6rGCQxTm71/t2Yteo0M+GLb0d2s++e+lU16envFmVu6r+dNeLC794zy4B/4lU+DkZMBI7tysq/M4HHa41iAxOhwkdMmlXDbEDWjoEvASHgwIarfbnE67CzHV4wIcVamVnEsVbMCZ/mw5W2BLQYJaVzcQJpuZ5qLul6Q7pIPDS7vdDnNME3W7dZNkzoZ5ZU8TDU85jGYTl4dJihZl8umFxN9mbtgYfnHrVJCKfVaEZvm340kQxywORpeiLlI+TYCUUFP0LcHwuuf6iffv3//gwQOBQKZSKdfptHanw2gxK7VaODyqpPKe3HkcVx4rZYrqVhxdBAniXXiUrl67jl1ceKutxjorf1M+/D3iFbZmzeom9Egrwj1wwz/lsgmFsggKYOl2erwu+mAvqffxegA04XcbNm6EF8/OyfEPmZbNm3/x+2u87yhBgnqyuoEwaY2Mw2qzAF6aTCY47Yn75T9+hKkj/Eg9iyy4HsE7RrYhGKZsjE2j18NFGXcdDIDXfrjFLpIGqUNNZ4TFPv41zu1VVsQgbvyME8csCEaWY1dreWhmtK+leEn4qM6/4Nch07GtD4lXFBZWVVW2fWAAhbo9LpPVAnjZK3wv8doNh7FUqcZGlry/JUGCmoiujyuzskiS85SXp7fGliV/mpv+tzHcqBUTE1NZ+TDwUZ0jTPiXJme6SNc2j9vldjmcDivDGC0WrcGo1GivXLsOJ8ugwYMFthQkKHB1A2HCaWsyEfdLi9WC6ZeAl946L2Nn9Hod3A9nt38bhZ4poAjgYxltzoK7rlIqX1tOOsRNjBjEO2iBcF07L3xoB567MjSLy2wEUp0fNvZMz+t43pqO9JnZn5oFwTY2YkAbj0wT9w18hySLY/E1t23b2trBifF5h8sBU48aRY9eGfcXOrrAwex/PAsS1HNUJZNrdLq1a9fCCZj1ek4TsPz490syX89JDG2oQJw6deqhQwedTnu7RnUuzon/ut0k0cVsJVSJxek11O+IWCFJZQC9Gz7d/N1VgS0FCQpUXUqYmEENM0TqG6Hn3C8fPaq32xmT2WQwGCwWMzyGd4B80igEPGxXanX+3XyqZIoRI0bA4FYe2lUeQe0Stjsc3KGkxCG0WjySVqOfDIbDZPdrXMQAvNb0E8cfaqlHOT4gVhIVoM/S8ZBZ03wVQOPHZ1y5cqn5onl9PUm/NNusMrWm7S51PU1YQ9HclVqQoI6Js6wEJIuNJbOzbTt2fHv23IXLV9CsMpCzgw2wyxUAeEB6Fy9ekBAvykEIlsueWZv/yjT4kQPLsWPH7NixXaVSdHhsh1OYsKXHTYKWNqveZIJxXjgvBAkKirqUMAEdsU7caDTabDYANZ/7pZtYYup1AJ+eHtYdsrngo6F7Ngw7/pUR12/dltCe4LzDFYq1zZFEdeC5fcVxZJU5LAirzDxqVng6GhlFS6KWNS5N2iUq8M+hygw47LxFNJkrKVq6bInNZvGPZ6KBlVpvqJYrexFe3vddynsXFQvqyXpI2+VcvX7zkwUL/M+1/ClTlBptIMyGx2StUqUxGOC0crlJAU5kJDmnC18oxUxL3AYMSFm1atWdO7c7Obajy7GVscPwrtLpZCo1ddQMlIcFCRLUtjpJmGq9yWC2Mg6HtzFh4tzQ4bDrdDqtVmuzWYEqf6Qbcb+02/QEOw1ut7OHL44/ppxssliVGp2/ezaMPzA3J/NrvqvIOZ3uMxuH37PtX+COpR7m/BpdBkXbRHnxEna53z9hAC09+4vjuYJxgOrdooIAX3Zu2BjfpW2AWq2sf+StR39Xl1NrMNYq1ULEQ9DPULRnrqxKJq9RKC9/f23uvHkcBCaGJg74iOQzFxYVGS0WtU7v799FA57kuSC4QYKf5EVUcrVWazTa7IzbF3nIy8vz59WysrLz5891Zjxn68e9JNmScdiNFqtGb5SpNELVmyBBQVeHz1O3xw1sqdYbdUazxcZ4vI18LDn3S41Go9fr3G4XsGWD+6VRb7FZHE57j3W/9BcMRFq9sUau4rLs6FxbfvL0GRjxRkT04x2r/ECR1LxktT8vNJL2+N4VMHH1cHHth9AgdEUo2yl4A+15VBI+Cj8v/K8ofGQgL7g3ZAa2QT9w6IDbS8oBaEWAy2qzyXvb+rggQcES8KFUpbp87ao/W455O2PBfy9b/19bZ/ylBH6cM2eOy+3070HA+ajL1GoQ3ABAVWp1BrPZZrfDeOv1q/vesmUzCYTm5x84sN9ut3VyMMdmx3an3QTXJoNBTpMt4V1VSOWCc5cgQUFXh09Vr9djZRiDyaKnbX0AOLloJDYfZxibmWRa6gEpASwBLx8/fuxyuQwG0jKS4GW9p0sDmGyOTR2Zq5JRy+vGUSsQCxr/F3E4HUqNDpCSowgkzP2HDsPQlxExkHeg4sQZpEdJIrPDBwf4rLN95viCn3N4/wjB0mSalSqhhktJtGZnuN9cYI9oBlccFIhN/XhaXT533lyH22l32a12G1wxSUWA3lAtU3Td6SlIUE8Qev8SkysasUQmBDa7cOlS6ZzZDVmRb01Y+NwKrh5n+oukJcGCBZ/UP/ICZGIkE2ZkMrVGodGq9Xq92QSCGwB7ZqvV4XLWNcuYun79qkIhC8aFwANTQlohbtObjGgsJswNBQnqUmGbvA6ctthF0eF0Al5abAwgXB3yG+1943I5ASyBMB0OBliUJF8+fuwkUU2ryWSyWi0ej6ur18dJHNXjtNqtOqNRZzBabVaXywHAGUjHFm5ogs8C02qZSt1kIIIfP9+1W8J3s8jmKgsbk+BbJgbOnBTA28McxUhJJO9vPrhaEjoBA48YrjzSZ2aTB2T7+kXGNMvb9NeCsAySDpE6UKvX2V0Os80Klye4vNYqlNXCypqgn4Go968CjvmrN2/u3bdv+YoVkydPTk5O5thy3FuZi55b2aTie9qLRSR7eekSZDy3xw2XAGA8IpfT6SaW5iC4AZcPj9dd18yvMlhxBvgrNjtjIFU82L5cUSnr0aa1ggQ9HXK73dTnvB3nNVaI250OmHUazRYgTCu1rHW4CGTW1ZHm4zbGZoGNNOpigEJhBHE4yZKihXSGtXW1+yWOZnQpxKw26CgMqDQ6ndFssjJWxmGn4xsMbu7mHcSaMqrbZbJYOJd1f234lCzfTA8fzjtKNVdp2Oh4mlopIWUvkflt9itfGTpRErx+QD1KB0KK+tEiptYmAmtCs+N8O2pCRGrzB3wpmoa/PX7yOOClhbFpDUa4QvF+5goS1EVCMysMVF67+cOeffuXrVyZl5/fv39/SeMtMTQp482sxc+uatGscupLpBvF6tWrujnZngtaeijTMnZ2TVzw5hIkqJtlNFs9Xk+7IBMrX2Qqza0HVXcravUmkjyjNZn1FqvLA8TqJI0hDQbahItR6/VSpVqq0Cg1emBRoE14epe6X8Irw4zVaDGrtDqpSlUll2PNLKajA22SNRqtTm0wGgCBGdJ8trVulc1d1v21fNUqGD9Lw9J556jWNDN8FIdPMZKogvDh3/Ypbf6wWeHpEmLyE8f7G+4ijYlIafsBIyL64V5KFsftFE1t/FzicbR4yWKnx2lzMDqTkRgTSXuBs7ogQR0T4OXREycLpk1LTU1tgpTxYQlp743Ifm1yyZ/Klv5uTRt9dqhr5VJ8lkql7E7CxNUrxsGYzGat3iBXa0inLbkC8FIIWgoS1J1SaPQud/uQz+V26YymhzXyi9fuXL31AAjT7nSqDSaQna6AALsBZLrdLpg8wmB1427F9TsP71fJjBagWVKE2zIZUnUeL71eN2ChkmSVy1tcwaT1j/JqhUpGcoEMBpPJarM1aVmL9YYOp11vhJmvqvnMF17kY2rK8UnYON4Jqm0VhY+M9XW9IXmJkpixEQMWh43nsi6xvHpYwG7kT6Vmh6VH+pbUC8NH4J3YRHL4iOE2u83hdpiZhmoF3s9cQYKCK64AZ/vOndxwERseN/T9tKzXc4v/PLu1WGUbSnuPOMrOnVvWpUiJ6UxYfOd0A1uSoKXWaFAAW8p7TR8EQYKePlXJlA6n00vhqrlaPJ1JFbnJUiVVXvnh/s17lSaLFZhTb7Jo4V4bY3c4ACxxHdxstcIDzly6efq7GwCZRrOlnhTatIyX9Y+InvjX2xZ8EMZu0xkMpMFK67WBaA4MnAm0AEMQDERGk8nuaKhthxvwo8FkRLxsnoRZUSsvmUVagfcWh5/p4SO4eGbDIpc4hjMqD9CH/CnWvpDCFF/5zxBx8g7RFLx97sI5wEu7y260mGuVKqHmVNDTJ86LctXq1XjYj38zy79sp2Oa9OpUfLWuxcs6D4ClhbFi3RC248FePEKypSBBfKpKSkt1bFYqgEMASJgPot2fx+txkUZaDhBWZDtcTivD6E3mGoX6+p2KOw9r4LnUd9qOdeUgA0nOJCaZap3h8o17R89eOXLm8uWbd41mM8Kkt84LWGtjGHgphthTuNH2FkQqhurwr5NOOvAreIDVRh/pcOB7aw6f2HYHfmuzMzpDy1HHNlQplSnUauBJoEryXjwuxEu4s7Kl13lYI6uWKSdkEofzHtLQJ0AdDimeHTZ6uLiff1QTtvSI/ry/tx6iXF8ROvZ5X71mNeClzcmYGavGoK8SMjAFPXXCxMsauQJnzbDlvVLQSbZElT1PFnoSEhKCiZSkVSsZ8D1eWh7ucsCwD7M/tV6H3kdChbggQT1Etx/UKDX6KqkSUBNUI1ebaDolXXQgfkQaYgWpBmmI9aUJpodyurgsVWlvPai+Xy2DxwANuj0AmYxCo6uQyu9W1tyrkkpVmgqp4sLV2/6EibFKxuGUqbUPqmX3KqXwp3VGs85gqqiVV9QqAFOdbrZiyO5wwq8qpcq7FbXwyGqZCvCVc7Tg4pzU4owgq8FsZj0o2plvQwdYmVSp0uj0eqNJbzJp4AMqVZWtvA6MYCfPnCVZSZLoM73W4WdfSGFJ+Khh4uSYDrUBeopVLsrFOqn4+Diny0FsmbFSQC1UCgh62oTRyys3bmRmkSlzdER0yZ/KgoKXoIXPLYfXHDNmTFDxkiyI250Oi80GY7VKp4cTk2RayuTo3y7gpSBBPURAgACK3996cPHanXNXbl26ce8eYT49ABuwHFDlg2o53AkPu3G38s7DmtsPgSqlpImJVHGZrpKbrVav12tjHAqN/ua9igvXbp27euvi9TvX7j689MO9o2e/33/y4qFvLyFhejwek8VWo1DDXzz3/S3M5LxbWXvrftWZyzcvXrstVWqsjN3pcsHoUatQw3u7fPMePOy7a3fgKXcqamQqDWO3kyhrPebeeODB2PYLKLi13MtAhF3PZEq1TAXjlaqN7B2Y75fNmy8J2K9bUO/SktAJ8OVGRkYePHTQ6SI+fnAVk6rUQgamoKdGJFPIl3h55PiJAQMHwjGf8tEAYMJg4SVoxW/XS2gnrE6ug3O14S630+60W2gDceGsFCSoh+vLw2eOnL3y7XfXT164Bii499g5+PfCtdvAlhYbUyVTAV7uPXb+830nvzp8BkDx/NVb1+9WABNeu/3w4KnvTl28pjUY7Q5HjVx96cbdPcfO7Tr47eEzl09evHbs3Pf7Tl78fP9JeO43x8/Dbw1ms8VqA5iE335z4sK+Exfg7wJYwiPhAdv3Hod/71VKdUYz5nmeOH8V7oF/4TFnL9/Ed3j60g2FRudyuwFr3W4SONUaTHK1lvST7VxfBjY5sxYbmbUVBb3zsDI2lph4fx0ynXccEhRcfSbKx4XCY8eOulwOs8VCZy6kEFXIwBT0dAjjlnBUS5Wqz7/YhQf8yHfT1/7q0yDiJUpCvXY7Yx6Chpakfsdi0RoMCo2GplkqhbNSkKAert2HTh8///2lG3cu37wLvLfv5IXt3xwH9quolat1hruV0m8v3fxs7/FNuw7tPngaUPAqDSTeeVhz8dqd3Qe/PXjqokqrgxMf7gfgBJiEFwQgvHzz3rnvbx05c3nHvhOf7TkG4Prd9Ts6o0mt0wNewmP2Hj8Hr3blh3vf37oP93x15Ez5zgPw9B/uVynU+mqZ6vsfHnx56Azcc+LCVXgu6OSFqzv3nwTcBb41mK12h5OxOzR6U3d2hcbeFps2byGZ8C3ZJwrq1ToaUoLFPhs3bvB43BarRa3VVckEbyJBvVssUlKLSyk6tmm0MBpzdT0TX88NOlui4sLICWUyGdpY+MYoZV2dhwQqvSRW6SbGdyTznxhaOuxmK2mcodRoaxWqbhvtBQn6/9l7D984zvvh87844HDAAYcD3t97uMPhDu/h8AIniiIpy022XOTYji13W7bluBfZkoscJ04cJ3GJu2Srd4m9904uudxdLrfv9D6zvZJO8sN9n3moNS1RJFVXlL6bj5Xh7OzMM7OzM595yveLXCK9o1P+CCuToD2WqGhObxD072hjl8PjCzDclC9MDfNQXefo1AwjgNCRPpPBKL/QMOHjoKmgoA1dw0MT07CYYcU0w/SFmcau4cP1nbVtAwMOt6BoYU4Et4Q5Q5OeECuoOunbCTMHJzx7T7ZSwwS9BF9tH3CcaO6t6xgEBfXZajfm8ta2959u6x+Z9Abt3pu6FWNE6Wr267ZzW3BPPPnkqhvjs9o5VbH9+er7OxeL53kZedbODrlj5w645cGtTVTVS+l3gSDXAqVx4jJc5uOxBMmCQUbHvP/++1Qv3/yPHVdIL4G719wLmwiHg0v0qyS5fbPpVDoJpYolEmYsDvcj3TDhBgEavHBsOI7iQZBVxOR0EKSRZhUvFAuMIJ1q7QPTG5xwuwNhULnuEeeB2g6YGWYFeKKEJ027TVxcaJiCrNa2Dxw43d41NDkTImN/6NUDrg/dw5NUFAfG3Zys+qPckYauQ3Udbn/Esgeh5ws5Mx53+cO0PR0MMxDl+0an4CPHmnpARcEwZ0JRwOH2NfeMNHQNwaang1HwVTDbRWOhnw8yosdOqlsCPn5uRAuYPjc80fu7PgS++Mc/Dh0hjUr31Wwsu3TdONRWvA0H3A7auelkxfYrtJV31z1Gol9u2aLrWsEe5gb3tbL/QhHkUqDjxFlRUnQ9nkrm8uQaTq/PgYDv8cfJOX9Xxd1XzjAf+O+/hU04HOOL9quE57hUOhVPxg3L1AwdCmkrpcqJMitIUV4kTeFolQiyOiGmFyemR3/4vKTUtveDAfaPu0D2JqaDPaNT4ITgdfDWrB0paFHDPN3WD4YJZhhihGQqRa8kmmH2j7lAPhs6h35tmJ3TgWgskVzcMCN8z4iTdP6s6zja1N0+4BhwuAHaY7Nj0DHu9oETgmGK6uLZds4H6OWevXufeeaZN99886OPPvr8iy9/3Lv32MlTja1tXf2DdJneoeGDR44FolzpmkajXza2tC0M7/OHdU+V3btuEOor3rm/5g445r/73e9I5JOaW/asffmyb+ULO3UmvMYdY9kcyTSnmWaYWyRbKIKsFmjtJeilGYuls2m42M7+OtqbZRkvvPACnPbb/8u7V8gwH/1/noD1d3a2L9Kv0orRnDvwKBfhhYVP/bS6EvCf87yPIMhqYcTp5SQ1lkikM+l4IuELM8ebe8Awhyenp4NRpzfUOzoFmtfUMwKPltRC4eYbZsEw3SXDFBWNtIbXdXYMOFy+sGqYafJkmmYEqcNu7K7vGAQjBSGM8CK4KHyQtLnzEomfaZgwc2jCs+9MK3mQEQYcnrqOwf2n20EyW/vG+8eJYfaNuToHJ0B9p4MRRpTAMEFZg8vl77Mz+LD9QyMTLndXb+/687/++tlnjCjuePfd++67zx+K0ERjIfuiV9vQ+Py2eQN5reqhp6vva6l4t+zqdSPQWLHjwZo74bC/8cYbcGP66KPf02/hb5XPXcatHFn7Bl3t8RPH7ZGqCc0OzLXs2YUg1yyl2kvVMDLZzOxcYe7nRYbb1NfXwZn/wH//7RUyzGf+r+fIL+v4MVJvSSJYkkBDtF8lLymYcwdBrmNOtw+A3cFjI1yIpgOR7uHJvSdaDtV1gulFedntjyw0TJqci4wxBwkcdx85Y5iglD0jTlBToK1/3BtmwP3AG8ddvqONXT+daDnV2gfKCovJmg6bONnSW9852Dk04XD7Jzx+e07fd2dG+sB2p8h48wnbMDv7xt3uQNQbYqZmwrDRkamZqCDDqkRVZwQ5EF3GAUAv3V7vnXfeWTLJnese2732pb9XPvf7dU++VbVlW/X9j1XfQ9966KGH6MQfP/6YTmzevPmVV+cHF99Vc9sn67aWXbpuHJordj5UswmO/KuvvprPZ2ndy/fff0e/jsuVEb5rzfsP2BL7t7/9DZ6zTMuSFDVKoqFyWHmCrFIW1l5maErcxfQSAOvbtIn8yv7wP396JQzzd//HK3ToHE2roZmWqKqMKGHOHQS57jnR3Ns+4BhzecfdM93DEyB+hxu6mrpHwqyo6KYvzA443CdbybhvSdVnZ4v5Qt6KJ0KsMDQxDZ9tsc0zlki4fCFYz/Hm3lNt/f0Ot2M6MO72gToeru/cf6qt3h6wY8RisKTHDx7rbOgaAnpGpvrGXCClsKrSWHJB1iKc5PD4a9sGYH7PmMsxHZzyhSenA4MOj8MTIAOEYnFeVsOs4I8s9fwL1y54Rt6xcydxxZqNG9ffsrX6vkU147PK55eo3rx9/S1/WPdUz5oPyi5dNw6tFe9usROmv/jii+l0cuE9sa6uln4vL1f99tI39LuqB2BVL738Emm5S6VkVcN6FWRVs8Lay9JYm398RUaUP/1/P3clDPP1//o2rPzjP/0JLtqyZrCijBEsEeQGoXNwwna8sYbOwdNtffVdQ92jU+5AFK4G8WQSbrVghk3dw+CKcHEoFAu5XNaKxyOCPO4JgIjCfNA9eDhVDdMbYjqHJmrbB+o6Bhq7h0E4OwYc8Fmgc9BBY7Pn83krlojy8rjb3z/uBk0dm/I5vaG+samfTrQcrOtw+cLwkGvFk7ysjU7NtPWNg4jWdZKY7W19Y72jU7CwoGiwuSgvgl76wue9UtH+kwePHF1vJ+Betl27pWJnbcXbR9e+CTK5wC1v/mDdE+0V75XduG4o4IA/Wn03HP8XXnghFrPODaY3MjJ8993EPx+vvqeh4p2L3tCH60hYgHvuuccfCqRJauME3JexXgVZvay89rJEOByEX8GGmg1f/g8/XEa33P5f3r33/7uPXkhff+ONqGAP27m0qMUIgqwiPP6IJxAZcLhBAoGhCY8vyiumlSXZE7KyrsP1asQ57ZwO6GaMdKPJ51PptGJYAVYcc/mmZoJwHaM5vCTNcPvDgw5319AEAKsad/kmPP7J6QAsFmaFZDoFjppMZyTVnA4yDk8AmJwOuv2kAPtPtx9t7AZNtRIkqY8ZT4ZZCd7tGXG29Y+Dr/aNTk14Av4IJ6qapC0+xqcUNR3+had4p8d7xx1kkMgXldsuSDyeqL7375XPda55v6liZ9l160YDDvvjdr+F55571jD088VqjkYjW7c+A4vdXXP7gbWvXcSGvqn8Hb39Nba0qKZpxmOqaYQx8ziymvFHGTiHJZKXLb107eVCtm9/i3Qy/9+2Xz633Ex/XI888si+AwdxPDiC3IDEEgk7u6ul6Aagm1YilQK9pDkZ09msFU/Imq7qRjKVBsOcg9fPPxeKs6lMTrfioJ1JEl0tFU8mzXjciMX0BasC+TRjcStOsPUyn85kWFEBvXR6Q8B0IDo1E+ofczV0DZFI7x0DEV5MptMgmQYJiRZXDQvEVVR0UTFk1VB1C+bIusGdZxQGyfzIi02tbRMuNzzFv7NjB2lmrXqw7NaErJDuNR88WU0C6D3zzDOqqiydCiSTSb377k56I/vyAh8iTlZsv3X9BvL08dXXNBI1nDBRAeM5I6ubAMOykqSZZjaXXaFeAt3dXetJ1sj7Lt0t71lzxi0ffXTfwUMkXTjqJYLckCzeM2duFgyzUMhns1lwQnjBRD6fh7n/+te//v3vf//888/FYpG8C69MKpFK6JYFhpkv5Ja+joE9hllx0hscnZoZcc5MePwjk9OtfSR3OdA/7hJVPUnqSE1J03UrBqoZT8H600A8mbLiSZBhQVHPzRtOs+109w9uf/tten37YNcu+Pe29Tc3VuwouzghK6F3za6nq8nt6YknnpBlcYWZ5r788gv6jX90ISGkHrFb4d9+Z8f8+WO3LeKtEFntwKM3L8tGjEQ5XqFe0t6YdJzjrv/l44tzy7f+y8577ODq8Hr0scfALfHXhCA3OItebciInnwulUrq9iuZTOXy+bm5uZJeZrKZWCymaWCBOuhlLJngVU3UjEwuu/R1DD4oKJrHH+kbc7X2jjV1jzR2DdP+nFMzIUaUjXgcTJW1M0FHeCEqiFFBYmyidgBekn+cXWQEIujltz/8QK9vt66/udSR8u+XNawNckXZWk16bT322KM8z11QIuNjx47Sr/uNqodXsqHXqsjN9LHHH3f7g6VT6NxI+wiy6gDD5CQZHvkvyDCBvftIDvHH/9tTF+yW//Frtzx0eNFLNIIgNxrn1F4Wi8V8jkScTliWqWmqYRjpTKZo117CCzwzm82alinLMsvxnChqlqlaVlRSeEVLZzNLX8RAXM1YnBHkyenAwLgLxLJnZHLI4XH5wmCe8BYZb6gboQvvCwcXtO9274ZL3I6qR9sq3qureOf9dY9vq76/7NaErJDnqu+Hr+/hhx9mmMgF6SWlt7f7lltugTV8t1w2zz+tI703b7755taunrL/ABHk8kISRPKiYg/AvKBfkKrK80/l/+PXK3TLN/9jx91r5kO9wfPa/kNYb4kgyC+cdZEBvUylU1bMVDVV17VkMpEnCSXnay9hIpFIqKoqSRLoZSjKwrNqVJIZWYmKsrSCOsz52lE74q5mkrSztNMmTTKuGSQ3elSQLqIvHHzk+917qGGWXKKv3NaErJBtdsigBx98MBwOXoReUk6ePAErub/mjrO+97aKd9+s2kKn96x9md4Q9x86XPZfH4Jcdmh/D15W0pn0hf6Ufv97ktHgpf/9tRW5ZcVCt8R6SwRBzuYs90uTTF6mpmtALGYVCvl//vNn0Mt//vOfsEQmkzYMXZIlURRZXiCPq1HWzwkhQWJlleY3X+GlzK4sJbGP4DKYSKVMkuLBFGQ1wokLMzauBJq1J8oLe37ae5ZhIquCF6sehC/uN7/5jd/vu2i9pLz8MhHI9xYEYz+29k0aUP0vlVsbKnbcXXMbTH/y17/hiB7kOiYqiPFkEq6xF/SDGhsbhV/HprV3LemW79x1xi0ft90S6y0RBFmU0rUF9BKUUtVURVV008hkMqCUIJaglz///HMun7csS9M00zRM04QFSE5wTvQxPBhmBKRTN2KJ+fzmK9LL2Ty4pWZbJStKEdrB8qJSPJCxk6Lo9fue2boVDXPV8XLVb8kg1nvv9XqnL1EvAY/HRe99h9e+ASv/rvLFhZ1yqWq++tpreE9Erm8ivGDEYplctjhbuKBf0DPPkD4k7/6vH57rlm/8V3DLu0v1lgcOH8akPAiCLAE85BYKOdLxMpnQdV1RVd3QE8nk3Nzcv//973/+i1RdZnO5eCKhkZeaSMRT6VQyldJjsaio+DkxyEusosKfpLtmcUVXM2qYiVSSl5QLrbFcCI1+GeWFKbcLnqbhurel+i4cOb6KeNUecXPXXZvcbtclumWJr776B6zzqerNn6zbOj/G/KPf796zm05ve2Gb0zNd9t8dglxR4IFdMcxkOl1Y2TW5xMmTx8mF9P999Ndu+XbJLR9/4on9h47gMxqCIMuSyaTj8ZiuayrJk2PGE0nQTdrxEvQSrk50RDnIZSxupTOpfD5bLOYLxXwinWIVDfQyIsmibtiXsvzK66BgSTBVVpQv5TJFo1+OjI/TOBuPV9/bulziHuTa4fWqh+Fb27hxo9M5eem1lyXgienBBx8s1Vvu3vNDoZjLFbK7Ptz1+RdfSJoaYpfJZY8gq50Qy9N8vitsVyqRyaRuvfVW0qvkf/r8bLfEeksEQS4E0EvDMEAg4d9EKpUrFP75z3/SkESFQj6ZSpoWGfVjGDroZXH2F4fM5nOqZbGKysiKpBvpbGZ2tjg3dwGXsnQmzUkXYJg04iXNOEanwxzfOzi4+T4S4uaZ6vs617xfdmtCVsibVVtIXKlbb3U4xi+XW84/vPw829beRu+JTU0N2Vw2k03DyWbGLVnXGFEMMNgDE7nOgccoUVVjieVjFJ/L3//+N1Lb/3++uLDect+hQ2XfKQRBVhfglpZlZUgDN/jhXEkvF0S81BKJeDabLv66irI4W8jkMkY8zsgqp2jxVMrO+HMBNVEkNqasrryVHJTSPeN75bXXqGfCJbStq2vTpk1wAXy++v6+NbvKbk3ICvm88nl65/ruu28vY+0lZXaumC/md767c2xsLJlMmrGYbllGzFJ0naTsYbD6Bbn+oXWY8USicIF1mPB7nJ72lJoAwC0PHD6CvxoEQS4C0zJTqRS45X/+53+Sjpf2mPFsNmvFLN0eUW7FzFwuc25+W/gTZibTKVZWGUmNJy/YMGErsqqHWcEfWaZOCS5uQYb1hyPPb9sGF73XXn+dFaWvvvmGtua8hEkhVyGlnOCfffZ3kqK0WMgX8rl8jgK3xdnZlaZUXnhzhAefbD4bTyVDkbBumoqmw1MMLyuCQgaUYe0lcoMAhilrejyZXKFh0uAe+XwOHvzjycS2F1544sknMaIXgiCXgh3OYj7c5b/+9U+4HMVilqapqqoYhp5KJfP57Pnu9aQvZSYNhgkk0+kLbSXP5XKaYbGCHIgu0y8O9JIVhJfsQDSbam6lkW2on7xW9VDZZQm5OPasfXnD+pvgS/zDHz6CEymWTBhn6hvhHpeDE++c55qlAb1MZzOwEl5RIrwQ4YQwywcZjsByWA+D3DiEOF7WScenQnFFhgk3ghTpSRIDL+Uk+eCRo/h7QRDkEiFi+e9/z9l5xnO5rD2iXFNU2W4cjxXO34cH9BKuXfFUigHDVLRUJnOhzZ15sNl4QlQ0eNw+X/ForEtWFF9//XUaTPvw2jeoZD5VvfnHta+UXZOQi2b/2te+rNy2sYYk4nlr+3ZJ03hZgbsbL8uyplnxWIqMLMuRB5wlTy2wUFgAyOaztl6qQRzLg9zYhDleMYxkeinDhJ8M/LjgIp/NZROppGaagv1ohuPEEQS5LPznf/4n6CV5erXDXWqaalpGIhnPZNNw5Vnizg7PvOlMhsQskhROXT5f5HnWkNZNM8IJ5yse1cvt27eDhGyu2Vhb8TaYCUjmspkBkWuc3jW7fluz6ZHqu++t2Qhf7k033fT97h/n6xsZDh46orwgKmosHsuSQWTnjbhCe2sUZ+34Bqkkryigl3h/RG5wwpygGmYqnV4ighz8rODHFU/EFZ3UW4JbYl4eBEEuI8ViMZPNWDFL0zVVVXRDT6bsBsrl4vTSVhXNIobJyKqZSIBkgjHC2vKkE93yLeawCdiQFY+BSyxePDJaXPjLp5+CgdxTc/upiu1l9yLkckEDrdPX5vvu6+jtP/cECLGcZEsmSV16TnM5rYGxk5CmwC2TqaRuWZHznUsIciMBj+26aZ0bo3j+V1PIZ3PZZCplWpasqlGst0QQ5ApgmiYJVWQa8XgsnU7lctlCMU/bJZdumgSHzOVzViLJSGqQk8AzSYdMSRZVLZZMZknj5jKN5mTMbyEXS8SjgrhI2SKML8oNjI5TCTlR8VbZpQi5XPylcuv6X78WPTlpxABRUcEhz+2TSWtgwD9hAU6SJVUTZCXIYPs4gpCcPqYVy2bPrisgv5pcFi7Rim7wkhLlRfiJoV4iCHIlUDVV01TQy0zGjkdkd2mbtZ9zlx5nQcftpjIZ2TAZezh5RJSDrBAVJNW0kpnlc0mQnpyz+Xgqsahh+qJskBPe3rET9OMdTAR5fbGlej7O3oYNG86nlyXs/HdWJpcp5b+bsx9Pcvks6KWkkAjqJPY+R4b2+DHbOIKEo1FesOIx2ho1Nzdrh2sgsRpS6bQZi0uaHuFFFEsEQa4o8UQ8nUnTTD22WxbA+vJw9y7mCrPL5Oihg33S2UwinYqnUkYszqs6J2vgnPCMvGwuiTPxjpKMuIhhBhmupb2dBOVev6EFM/VcR7yyoH380eq7lz1FAwzLiJJmmnC7/KX22+51KSgK0csIQ/OHYhcyBKHAYzsNt25XFxRJZ5J0SrcsUVUZQQqxPP5YEAS50mSyGbDEol1jCf/CdK6QzdqAZM4uNzz8zDiLAhm2k81qVkzUDEk3wDbheXnpz/58Jnck+MO5BQPDfO55Epf7D+ueKrsUIZeRZRvHz4LEE4iyvKyURpPBWZrMpFTTCHPnjUKAIDcyUV604vFsLpPNZdOZdDyR0AyDk2TiliiWCIJcFcADSaTrAkncPO+W+UzGJldY3jB/XhArhnTLjCcVwxI0XbWs7KUZ5t6Dh8BA7q3ZWHYjQi4Xh9a+fqF6SQHJZCU5lUnPRyXKZVXDIAl6sE0cQRbD7lsSS6SShmXJms6KEjyOkZTidtbdshcPQZAbAdstc9l8NnNGLCkrrMNcSKFYSKbTuhXjVW0+Uzn4wJJ6OTtbgGsgs1g/zAn39JZHHgEPebnqt2VXI+TSuWi9pMBjCDyM0MHj8USCk2TsRYYg54NkjdQ0eBDjJQX7JyMIUhbALRfVy9KI8pUbZml0uZ3lR4snU/lCYQlHXTZaUWdf/x133AE28v66x8suSMil8NG6py5FL2eoYWbS+UI+nkjKmh7mBNRLBDkfdhwGfr7eEp/FEAQpB9mz3LJUe3mBevnzmdHlyXRaUHUwTM2MJVJECUo1mWfSRucyuWw2lyNDhFJJeMpeojfdidp66iR/q3yu7JqEXDTH1r550Xp5ph+mnMqkMtmMohtRQcL2cQRBEAS5lgGfXFh1mbuo2suFkpnL58x4XNIMkExRM23JJDWZVC/BKlXLEjVDMSzFtBTDWDqGIdjFDz/tpWZSX/FO2U0JuTg61rwH3+DNN998EfEqQSajvAiPLMl0Mp7C9nEEQRAEWQWQ0T35LHVLGqGIhMG8KL2kUI00YnFWIkEy1TM1mTA/V8jHkklOUcOCxMgqp2icrEZFKcAsUx+18733wU/+Urm17KaEXDSbam6DL3HMObXyk5PWXkZ5AfTSiFmxZFyzzDBm7UEQBEGQa558gYwlp/WW1C2XiLK+8rbyVCaj6BYnaSCZomYk0inwWGKe8URUUoL8fA6gqERsc9le6MdOnQI5eab6vrJrEnLRPFZ9D3yJja1tKz85P/viy8/WbSO1l6lkKp3STJOTZczagyAIgiDXPoViwQ6GuUyOyAulUMjHkylFN8EwGVlVLctKJqxkUjVjEUEJ8ZKg6bJhirrByEpgOWfwhSK0oby94r2ymxJycbxa9RB8gz/tP7CS09IXjv64bz/90h9++OFsLpvKpEVVxWh+CIIgCLIqoAEGl4gpdNE1mSCZyXRaNS1e0WibOCilpBlhXo5KKthmJpdJZlKaZS3b7hlg2Fdfew1k48vKbWU3JeTi2F61Bb7Bb77/YSWn5Z8//SvVy5vgf+vXw6lixeOMKGE0PwRBEARZFVxesTy7JpOk9kuBZHKyFpUU2vEyLMi8qqez2dm5Qr6QtRKxqLCcYUbZH/ftA9N4serBspsScnFssF3x/V0fLv1dN3d0fvzJJ6WB5xs3bgyGAolUUtb1EGbwQRAEQZBVwhU1zFLicjOekHQTJBP0MiLKkmFmctnZ2UI2lzFjVmS5Oswgw9Y1NoJv3LJ+Q1+5TQm5OKgxvrn97aW/647evpJePv3008lkPJvLKpjBB0EQBEFWFVfUMCm2SWZjiSRIJq/qoJdmIkFGl4N8ZlK6aUSWq5sKMOymu+4C5Xi+6v6ymxJyQXxW+fxdNbfdV7ORSuPNN9+89Hd9y6230iUTyQTN+pRMpXhJwQhFCIIgCLKKuAqGST0BlDKTy6azWfiXhmEvFPPJdFI19CUirlNALfrPVIJhzKLVxeYzbgmvgfV/XLYXZWlhVVPIs0k2Y1pWlBdRLxEEQRBkFXEVDPN8rNwwKW+/8w6Ix63rb26s2FF2cUJWwsfrniZhprZu7R8Z6+jtB0v0R9kgw4VY3oYLLgBOg6ggwPJ33XXX8MjQ3M/FQiEXT8RlMoQcIxQhCIIgyGqijIZZnC1kshnDWr4fJiUQZXfsfBcM5NWqh8ruTsjS7F/72otVD9LayGMnT9NvEPQywgmcKIuKJqmaqKqCovA2MKHoupWIpbNpePSgQVlJD0xdj/IC9sBEEARBkNVFGQ2TNJ3ns7F4nBGklbSBwjIjDueGDRtAWr5f+1LZJQpZlO8qX3y6enOpsfu9D3aVvsEgw/GSrOqGBd96IhFLxK14zLSBiUQqmS+QCAOglyRuf7EAczBHJIIgCIKsRspomLZF5IlF2EHXVyiZX33zLXjLgzV3ll2lkLP4rPL5h6vvomJ5xx13fPLpX4cnnAu/vjDLK5oWT8Sz2UwBHi9IPqlfIImlbL0k9dvFQiqT1kwzwguolwiCIAiy6iinYf5cBKNIZ9OSpod5cdnckZQgwz31NOnd923li2V3KqTEh+uepG75wIMP/uObb93+4LnfHTXMZDIBenn+547Z2dliNpc1rBgvK5gjEkEQBEFWI2U0TCqZ4BKaaTGivGzuSAos9ue/fAom8/G6p8uuVQjl0NrXqV7uPXhoiSpH0EVBVsxYLJ/Pne+UAL2Ed+PJBNVLrMBEEARBkNVIeQ0TyOVymmGxghyIrswwo+xPdsbqN6u2lN2sEMqj1XfDN/LHP/952e8uyouKrmeymbm54qJPHCTZaCqp6sYKIwwgCIIgCHINUnbDzGazsqqHWcEfWVEruT/KNra2koQv1ZvLblY3OKcqtv9x3dOP2Hr524ce8gbDS393vggDkslJciKVLBbzZ0km7TWRyaYVHTP4IAiCIMjq5pf7+5wdGn2ODOOloy2uDplsRlK1EMv7V9Ye6o8yo5NOUJrNNRvLrlg3Ml9VvrAwe/iREydXeMpFeMGIWdlcZna2sFAvizSLaDzGihKOH0cQBEGQVc0ZvSzOzhYLBZJ5B270pSG9V6MOM5eVNSPCrXSkD4go6OjNN98MYlN2y7phKenljnffPXri1LKZehYCX5+s6YlksjTeh9Zegl6CefKyAgugXiIIgiDIqiaXy2ZJLsd0OpNKpVNJ+CedymRSWZrgMZfJ57NgArOzhStUt5nL53TTYlc80odE7ebFLVu2gN7UV7xTdte6ASnp5Z8//fQiVJBExZQVw7IydjUmebQp5jPZtBmPUb1cYW02giAIgiDXLIahq6qiKLKiKqqmqhr8p6iqDHNgQtc1yzKTyUSWZFrJXYm6TdDXRDIha6ShfCUFDrJcIBIBvdmw/qbeNbvKrls3GiW9/OTTv15cTSMZ7yOIsq7Hk8lsLpvP51KZlGoYrChRvbygGlEEQRAEQa5BVNsvVaKWmm4YhmmAVWrEM4lswjQoKEhmPBFLpROZbCqby+QLuaJdpXmWK9JIhrOzhWIxXywussCiwPLZbMZcce7IMMcfP3kSDGdb1f1l160bjUusvaTQfg6sJCtwwsViVjyumSYjYN9LBEEQBLl+sGKxVCqdy+UKBTBD+irQVz6fz2QzyWTCtEzN0FRNAWDCiluZXLo4e/ZYYBrJEHQxnU5mMmlYz0oMcz6zTzLBCOJKCgyG+c6OHSA5n1c+X3bjunFoqHjn28oXL7H2kuKzJTPAcPBVwmNFlBfDnIB6iSAIgiDXE5lMFsxybm7u55/tKkjbL4v2nDky/qeYy2eTqaQVs3RD13RNhX9MI56Mp2yNtDtq5op2vj/4N2sbqWWZsZgF7xYK8BbpaDc3t4xkpjJpTpJX0kIKTnLrrbeC57RU7Cy7d90g7Fv76t01t1O9/ODD36MKIgiCIAiyND+DWc7N5Qv5dCYVi8d0w9A0zTAMEMVcLksbu2eJexL5zOVhsXQsEdfne28qsDDIJ9hmvpAFn0ynU+CWtGOnYejxeBw8ExQUPr10TWYmmxFVNcRyy47yqG1sBM95ovresnvXDcLnlc9Tt7zpppvg36+//6HsJy2CIAiCINc4BfDCfA4Ukeilaaia3S1TUy3LTCTBD1PgmYVC3q7VnJ2zm7Qz2WwsFtPmxwSpYJsgmclUAgC9hPmiKAgCL0kSTMfjMbsy8+wm9XNjFim6HuGFJWIW0dbVDz/6CFNGXjU+WPcE1cuP/vhx79DI9nd2nKxrKPtJiyAIgiDINQ4Z4KNrhkksMZEES0yBbRJXjFuGaWg6Ge8DwHQiEc9ms3Z7uj0+p5AH+YSFaQM6SKmsyJJE5JKzXzwPkinCyolkZjOFJcf+gGHCNuhwj/MV1R4hwm3evBmE52TF9rLb13XJ7rUvP1Z9zwM1d26quXXD+puoXn793fellvHBMUfZT1oEQRAEQa5xFFXRfglJlKUR1/MFoo4xUEedVFSSZTTVPCOZtKMmSKbddbNI2s3jMcNuXlftF2k+V2R4wf/BGkwyFD0O6prJkBibNMwmJZvL0Dkgt7ANVhBDDOuPREsEIgwhygSjTJjlOnt6QHgerLmz7CZ2XfLuusfW//p12+23H15xsh4EQRAEQRCK3Q7+S1h1mjWSDtvJ53NEArNpWIa2gFONLHXUBMn817/+Ras0S0PQ7Y9lQSZT6RR4I3wK1BQ+olDxJJGRFFovSoRUmxdSSZZ4QWA5LsqyEYYpEWVYmMNwHCfwgiR99vnnoD3vrXu87DJ2nXF47es0vTi8PvvyHz0DQ6OTU25/sOznJ4IgCIIgq5Flx+DQjH6kVjOVtCxTox01VcU0zUwmU1jwohWb9otGxQTbzIFqJhIJWFi342zSwJtnXvOGqS75ou34oKlWzHr88cdBgQ6sfa3sSnY98cd1T1O3fOzxJxrb2st+TiIIgiAIstpZOo5QKZoQ6XdZyNEUk+l0Mh6P0ZrJhSoIDhmLWclk4sz48QIdHETHB/0SZ9Ou6YRV0VbyHMnqki8s+YKPwsej0ShY0Kaa28quZNcNtRVvb62+j+rlHz7+U9nPRgRBEARBrg9WGBR9FiTRrpa028NJ3MtEIq7rGkk3eQZVVWgCoATpdZkEFz3LHovzgTdphKQizUltr3A2XyhmsvlsrkDe/+eZZvfirzzz0KFDIEKPVN/dWvFu2d3sOuCzyudvWb8BDulvfnP/0ZOny34qIgiCIAhy3bCsW9IB4KCX2TypcDyT+odWaZJempRMJp1Ok+6advWmCapZyj5ZauyG+YlEwo7TnqXk87l0JmvGEqKih1mRFZRkKp3NkWhI5PO/XkMwGHz6adKe+1j1PR1r3i+7oa1e2iree7nqt7Tq8p2d7zq9vrKfhwiCIAiCXE+sIKVjIZPNGLEYI8gRXlI0M5FMFQr5RVvSc/kseCZtQ7fHoc+PK7drOM9EzkwmYBmADC3PZePJFC+p08Ho0MT0hCegmbF0Jg1LSrIsSpIgihzPMyxHhvwwrMvtefLJJ8GLflz7Stk9bRXRZ9dYPlN931eVL3xX+SJN0HP77bf/uP9A2c9ABEEQBEGuP5ZtIge9lFR9aibU1D1c3zE4PDEdYoRkKnW+7prFYv5Mj006Dv0X0iXSqVQqmUqnwDCteCLICMNOb0PXUOfQpKQa2VzOisc109QMU1Z1sNooJwajLBDl+JdeegkH+1wQf6ncekfNLWeFIXrplVcGRsfLfvohCIIgCHJdsuxY8ngiOR2ItveP7z3ZuvtY0+m2/tEpr2HFFg4RKs6Sek5Qx1w+l8/nwBthOpFMgojCdKGYh63kC3n404zHDcsyrVg8QWoyYXkwTF+Y6x11HWvqaeoeYUUlmc6opiWquqQZsmYCMM2KEiNKgqJuffZZEKSja98su7mtCv5W+RxVyq3PPvfND7ufePIpmP7i62/KfuIhCIIgCHIdk83nljZMzTD7x1zHm3r2nWr78UQzeGZr35io6LOzsyXJBL0UFI0VZd2MmbG4ohmcKAejfIQTNdNKZTL5QiGVzvCSGohyvjAb4SVYLGvnPY8nk/4I1zfmOtHS29Q9HGZF1bBCrDATZoOsyCu6BaqaTscSiVg8nkylH32URAU/hTl9VkAppfhX335XSsrT0tld9rMOQRAEQZDrG0kz0pkMmN65bkkqHvM58EYQv4N1HbXtA6fa+kAyT7X2BaNCOpMtfQr0z+ULjTi9Hn9kJsTA9LjLB1466PDANOiiIGsMLzu9QZjTOzo17PSCaqqGSfthgmHSOkxYM3zQG4yOu/2wzPDUjBN8VFLNWCKdJs3rVjxx330kus6RtW+0V7xXdoW7lvmq8oVSBPWSXiIIgiAIglwFxt0+TlJAMs81TNBLMxafDkRONPcebex2uP2w8NHGLjotKnomm6VLKrrRNTQBini6rb++c7Cha6iufeBYY/eRhq7jzT0wp3Nwont4sqV39HTbwOH6Tpjf2D0MMqlbsVgy5Ytw3SPOg7UdPx1vAcls7h1p7x9v7hk53tx7qrW/Z2TKG2Ri8UQ8kfBH2I0b7yh1Jtxe9UjZRa68NFfs/GmxQU/fVr5ID9Gnf/8M9RJBEARBkKtMW7/DE4jEEolzDTOVTkd5aXhy+nhTT0PnUISTGEGyxa+na2hyOhCNJ5J0SVFRGzoHdx9t2neqDd6FZVr7xuo6BsEkfzjSuOdYE3gjzOkcmoB/YYEDp9v3nWoF4RQUPZYghtk17ITP7rH7eXYMOgbG3d3DTtDLww1d4Le9o1OypoPHDoy73tr5wTPP/+7Bh7Zs2LDhRpbMY2vffKNqC9XIF6oeWNgx9Ye1L9H5H//5k7KfYAiCIAiC3IA0dg2PTs0YVuzcGJhmLD7hCbT1j4Ne9o26FM3QDHPU6W3qHqnrGOgfc8GfCw1z74nWky19YINBhudl0uVywOEm3ni8uaVvDJQUBBWY9MI6x/adbAWBZEV1oWEeqe+CxQRZU3STlVSnL9wxNHmwrgO0M8TyQG07qQLtHp50+8Mt7R03pmTuWfvyc9W/KVXk3n777XTi9aqH6yve+WntKzfZf/7+j38s+9mFIAiCIMiNSV3HIHigZlpnZ/ApFkRV6xyaON7cC17XOzIVZoUoLw5PToOUgvU1dg2BLtrZIYvUMA+cbm8Bv5wJWfFEvpCPJZOeQORQXcdPJ0AwXRFOSpG+lBlOUoYnPftOtR5r6mYE2UokSSv5sBM+fqq1j6zTjuqezGR4VR9x+fadboOVwKro2g6cbnO4fV3dvVSrblm/4Y/rni679V0dTlds31J9N93xW2+99aOP/9Q7NOJwT//xz5+UhJOm6Xlv14dlP7UQBEEQBLlhqe8c7B93aaa5sH0c9DKdzQQZHpTvh6ONB2rbT7f1dw46uoYmGjqHDtd3fn+k4Whjl9sfMmMxkExqmDAfRNQf4eKJFFhiMp32hVmYuf90+7jbL2tGNkdCZEqqPuby7T/ddqyxO8pLNFpRz4gT7LGuY4CXFVDWQrGQypCYRZMzQdg6MOkNAjABiw2OTT744IPgUW9VbWmu2Fl28bs6NFXsfKDmTpLk8f77v/jqa6d3ZuH3ODjmeG/XLiqZO959r+znFYIgCIIgNzLEMBe0d1NABRXDmJwOHG4gMnmkoau2faCpe7ipZ6S+c+hYU/fuo40HYZbDFeGFVDpFDfNoQ9egwxNhxUQyDYaZzmYDUR4+e7C2Y2omZFjxnB0qU9FNh8d/4HT70cbuCC+a8TiIKB3pc6qlLxDl4kkSngjms6I8MuX98+ff/v6Tz7/4+tuPP/n0hZdff3Lr8089vZUEeKy+r+zWd9XoWPP+I3bt5bYXXpgJR873bbb39L65/e2yn1Rn4YswgD/K+mGi3IW5gNJGWTr9y1vhqP/MW1d0X5Y4YqUynFW2Fa4WPhhkuBDLB1kuwKyObwRBEARZjSxqmOB4MyGme3jyaGMXKGLHgGNowjM8OT3s9A5NTncOToBkHmnobOwedrh9Ziz2K8PkxGQqVSwWsrlckBF+ZZh2IvNFDbNreHLvydb9p9oGxt3gpaKi9w+NfvrZl7CJ/afbNt1191kpae6puf3Gqb0Enq7eDHv95FNPn1V1ee0DVhMAq2H5MCeA2Piv7YHtC0sLwETAdjn6LhQedgGeqoArty9LHzFahnPLthJALyOcwImyqGiCojKidO1/IwiCIMgqpal7eNDh1hf2w/y5CH/a/S2H6joG2gfGwQ9DjFDC7QuDfIKanmztgwlZ03lZhYVBO0FEo2cMM5fLh1nxeFPP4fpOly+80DAnpgOH6jpONPdEecmMJ3wR0kpOBpjb4dxHnDNvvb0DhOrue+491dp3uq3/2edJaMc3q7Z8WvnsV5Uv/LT2lRsqp8+2qvth9x96+OEhx2TZT5gLgsgSw4KPRQUJniaoMsGcazaAEnEwXoTShjgeoMWmFYa09g/2hREkVpSighhguMu+IwuOmAj/Ljxi9C0oFX2XLgBFWnk9JCwMesnLSoQn+8VKMkgmrLPshx1BEAS5/mjrGx+Z9JbGkoNezs4VJFUDsTzV1t876vQEwopuJEke8Xk00wxE2aEJtx27cpQRZUaQm3pG4M+RqWm4/6bS84YZ4STwQzBJTyBixuZbyVXDnJoJgo7WtvWzgmzFE4EoP+DwnGrtBx2F8nQOTpTqKj/5/OvS9B01t3av+aDsvneVeaXqIdj3zZs39w4Olf1suSBoXRxYkKiogqJSWeIkmb2GrQZKKGm6oGjeMAPABPxJKvrs2j+GF+HfKC/aeyHDHl1oLeIFHDFZDTJ8IMrBhugRA2CCl2Wql4KsCIpyQfWQIZYTVTUiiEMuLwATgqoGWa7shx1BEAS5/nC4/TMhJp5MLjRMcMjhyemeUac3FJF1PZv7VTx2OxJ7LMhwfWNTgxMeUSV34ZEpb/+4C1YIy2eyGTsROZiqMTDuhsWigpRIpWjKclBNuHV2D0/2j7kkVYdNwz3U7Q8POjx9Y66xKd+I03vTTTTizvpNmzbRiberHrkBk/hsr3oE9n3jxo3NHV1lP1UuFPClIMuDC/GyCieAKxB2B8OsJINtlqxmvkWY4cKk5ZcP2zGp4M8gQ7sLcjRKFekxaPd+JJV4LKldpIv9UrN3Zkl74sz0mcUC0QV1gHYTM23ptpvC59dDCwNz4HkKSts74e5xuAIMz9tuDIvxkgxu6Q6EYUdgDpy0dq3s/EZJ4ck0t6DwfKm7I936WTN/tUf2SoL2x+GIQRk4SXVMB8Y9fnhkgyc+2BYUmCqlKxCCYvCyohoG/PpAd+Hds7Y1f1S5X+0srAoOvi/KtA472kYm4Pgoug4rpIvRQ+G/rM6MIAiC3LCYJNt3slDIL2wlBw/UTQtuc7FEAnSxWMzTCJkLs0kmU0m4wYGLwgKZXNawYjANqyLZxmcLc3Ozs3PFTDarmZZmmKlMOl8A5czn8rlUOmPE4ryswX00kYS/MlAEWEbWdFkzhu/86/pzXptqbi277F196iveebj6Ltj9uqbmsp8nFwG4Cu3N6I9ykzPBrjFn34QbnBPUCEyGLgMiBNomyIqiaZpuKJouKhonypwowUxRVeGsAIkCC6KaBBPwp6wbdt8Msh5as0eXtBdWAVAy8qduSJoGi8EmAtH5OkCYAyeqblkATMBJTtczX3/ICYKsOmeCP9a3f3eqBSTTG2Zgu7AMrBPW0DE60TYM6hm2G9NFhlQqwluqqusATECxofBgfZL95GU7oRiwnROWtAupCap69h7ZJQf9BkuEmaphBlmhrnektmfYZ+dXFeCwSAonK55QpGlgDBQxIohWIg57ocJeGMbCbf1yVHX4hVpndtaCZUhAWl+gsX8U1gDfBfzM4Ves2D9kmOAlJUK+r2u0hhlBEARZRZybymdh3PWFnG+Z863h3CznRC/BJxNJM54ArHniVixGPDeV0nS9VHt52/qb37Zr8B6queudqkdfqX6o7Mp3Nflb5XMlwZ4JnXfw+LUM8RxBBI2Z9AXBLZsHx7vGpsA2QSBp70FanRiyW8/P1DSysABIDqiOChqp6+BRIV6gNZ8AKBb8GeZFmLD7E5KaPdA5mGYlApmA9bM8iJkf1klrLO0KOrKkLNOVsLLCSDJH5FCnLfgBux6VLMkKg5OeL4/Wf7L/5JG23gGnJ2RXbIKDzUSYE10Dxzr6nL4gbJSz+zGCE9IumnYVIhfmBVFWRXscTVSU7GITxSVViCIsL8MeAaxdZngLVgJ7BHNA/0BK7WPCw+Z8Uf5E1+DR9r4Jb5AVSTnhI+5gpN/pqe8baRuZCIKx6npYEH2gx/bOhjg+TOoqeQbWRkxbiwhSmJdgNwUVtFaLCvJ0KDrs8oKjdo454TCCu8JBg1JJds4sKADocfBa7cOAIAiCrCJW6IeXTqFIImTqZuyMGIjRXxDsyiXd5fE8+eSTVKvAsnrW7GqpeLfssnf1ObD2tZJePvHkU6s0ngzoFshegOEHnNPtIxOdo84R10yQ4VlBApkElSItvLLqCkb6Jt0N/SPHO/uPd/Q3D45NzgTAkcDowKl6J109Ey5wMN2yzFgMnK13wtU+OjExE6TVobysghNOB6Pj0wEAJia9wdYhx6nuIQC0FoTKG47ajgonnjAdigy5vF3jU+2jk/2TnpkwQ4fzwHkIBYNVeYKR7vGpn+rbPz9S94/jjaCU4G/0gcgbYQ+2dB9o7vKGogap/9TBKqE8UPjanuH63pGWofER9wxRR1kZ8cwMTYEd8qQyU9XB4mBPh90zsDvwL7ifZpiwEigSrAGIirJimPYgcTBaFY4bHLGGvtHusanJGRBaBWy5aXCstmcINjFj90BwBcJwYE92DR7vHADt7J1wuwIhUFZYrRUnx6rb4QKZBL0f9fjGpv0jHl+/cxpmdow6oQxw8AGYCQs44XjatazCghpmBEEQBLloroJbzv1MWsyzedIDU1A0uDOeWwy4q7a0d9Bel09Wb265kSIRnUV7xXs0svr7uz48UVv/wYe/L/tJcnHYxqL6o1z7yGRj/+jApMflD4dZnrE7DYJKkdSirADO0zgwBjYIhnmso/90z1DH6OSkL0CG2PAC/HmqZxDkyozHNdPyhplT3YOHWnu6xqbcwQg4KqwElLJ/wgOaBIrV53B3ETEbgcVOdw+Bd4Ftgk3ZjdEqiNng1HRd7zBsqK53hDaCM/bAcNJfVJKhYGMeX9vIxInOgR/rO7481rC/uWvSF5J1w4jFvWF2b2Pn/qYuP8MZlkUWnva1DjugkCW6xpwB0psR9noCNn2mw6QJHts36antHYFNw0dCnKCbFsgnGC94oz2HdL8McyQGEUMGswtg0T3jLhBX8ORJX3DcGzjVNQiFp1Y84fXDtuBdKCoYJhxA0FE4CFAqzTDAxn1R9mh735669sb+MXBpkExQa9i1liEHHCgQTtidKX+4Y2SybXjCMR3wk1FF0rU8DgtBEARZRVwFwwS9zBfziXRKIo2e0qK9vPYePESr7F6p+m3ZHa+8/K7qATgOz2x9drUPuAjZ1Xe+KAeaB2o0Pu23x54I87WFHKl4HJrywruNA6MTM2A4rDccBQM80t4LqhbkBD/DH2nvA/wsB3oJHxl0Th9o7v6xHqxpFIxLIA3BYsvQOMjkoNMDEgu6dbprcMwzQwbRsLxjJni6ZxgWDjA8KynwEbC1fU1dh1t7YVWggqJKem+S+JYcz8syzAHtbBocBxODT8G2Drf1djtcnlBUJDbIgF4ebOmBsnGyCg4J2+11uMCHQedgmb5Jd/f41Ih7BlbeNDDWMjhO9prlQVBhX2p7h3+obfu+thUmQCBJpX0gPOD0gFEPOKfDnEjHQPkjDHh41A6a5PAGDrX0fH+6BfS7eXCsfXhiZMpLDl0oWtszfLyjHzYE24WD7PAGYU5tzxAYMhx5QVYmZ4K7a9u+Pt7UPjThCUY5SQUxhmMFjjo4OT085YXigZSSdbp8YU6Cp78IL17LsaQQBEGQVcRVaR/PJzMpzTIZST43hCCNNNjZQ/KMb6m+q+yCdyXoW/PhsbVvflG57dWqh+5cv9SopQ/XkU4Cd9xxR8/AcNnPjUvkTH9C9lhH/5G23il/iJNl2iuSDK5hebAjkJz63uHucScsrJumZhggXfuaSD3hdJjxRthDrb3geD6GBfsa9/haBsaPgXO29oJNkXFDnOCNMDB9tL0P/uwec4J87mvsHJ4i9gjvjk77QQiPtPWBkoHC9U64wV0PtfbARt2BsCirUELR7v1ot00rUNrmoXEwQCgbiCI4JAgw/Nk56vRFWKcvBOWB3QmyxH4P2u7XOjQOegwl9IQiPY6pZttO24YnYKJ9ZBIUGnYcXNfpD8Gmd9e1fXOy+XjnAMwhfQAmXC1DjkGX1xWMQPGidv8BOuaIpB3QDCj2wZbuL47WwwfBZkfdM74wG2R4EFc4pHAoXP4QGLJuWlCkxv4xEGwwXiinP8KOuLx76tpBMsEnGTssWESUYV8ONHfBYWweGN/b0HmwuRuO20wYDq9Gj0PZTxsEQRDk+uAqGCaNgUnHRJxbPUJjXDc0NV1PY8Y717x/cO3rf6189o2qLY9U333z+psWDo0/36e+rXyRLnDo2AlfeNXXI4FMktExURZ0EaxvOhxVDINmwyEuF2GaBsZOdQ32T7pB9kJ2p0qQJfA0UMrDrT0w0xOMgM4d7+yfIYGGuMaBUTCo7vGpvglXQ98IfJx0LwTtJJo60j48Af9+d6rlqxONYF91fcMgh0c7+r4+2XSguXvKF5oJM2B9p7oHu8YmHdN+WCFj98Ck8SRpjetMhCXt9R39DrvGFT4y4PTsB+Nt7ByY8AxPeU/YPR59UW7KH/7hdOunB07tbew42T0AmzvdMwjFhsKDxbUOOexyuvsnPbCDdgu+q8fhAgn8saED9shnV7HW9Y2c7hn2hKMkJhL/S3RNGjcJjgYsBgUGvdzf3AWFJw3ZkgybhhXS6kcooaiQsfOBKAdbhGMC/4LWOrz+gUnPya5BKC0cRlgVGCZYMdj1Z0fqvj3VAgfqi6MNIMmg9GS0voD5fRAEQZDLyZXWy7m5YjqTFmQV7oCLtr6RPCOyvPXZZ0l89XVbyy6HF03Xmvf/tO6ZV6p++2DNpnMDLj3wwANPPPkUTDxWfc+iHz9VsX1jzS2wwF8/+6zsZ8WlA981jbrjDTN7Gzr2NnaCLJnxGBnHLUqKrsOTRW0PcblR9wzIXpQn3SDBlEAsiae19oIXgT7V9Q6DJo1N+wDQUfiIy0+iQTb0jx7r6AOh6hpzEoub8HSOTNZ2D/9Y37Gnru1EZ399/whwumfoSHsvLOaLsN5QFGwN3gL7olEiFzoVrXEFwwRFPATe5Q/LZISO5vSFwJC/PdkMW28eGKPdRMH0JmaCIGl/PXia1Ija27IlcwgKBkUanJqGAg+7vJ2jkyDGML9lyAEfGXHPwPpBgMem/fAn7WMZ4uBAkR6YCw8gNV4/w8EKD7V0w9bBKhmRjIV3zARgE80D4z3jriDDK5ouq3A8uc5RJ+wpqOzQ1DQck67xKRBdGiEK1m/G49Nh9qeGDrDi7063/FDX9uXxBig87c5KgxRh+ziCIAhyubjSelmcLSRSKZCK8928QiwnaSqY1f01d5TdEi+abyp/t7lm40KlfOTRR9/esfOrb76ra2x2uNy+cLR/eJSkwqy5DVz03DU8Xn0vvPv6m29eB3f5M7lpRJEYY+RAczeYjJ/l4smkEYsZViyeSEQEEXToROfAgD2gW1QUzTBA6iZnAmCkB5q7wAmjgmSPlR5o7B9tGRxvGRgbnPQwggTeBea5p779p8aOur4RcCQ/ww9NeUGoQDLhXxIUXRDDdqSjAENanHXLCrD80fY+EDxPKCqpOgnUuSDf4nyNa4Td19i5165xNWMxKNJMhAHHA3EFydxT117bOzzk8toB5CM/NXTurmsbgeKXtsXyQU5g5rMxcuPTvob+kcNtPQdausAzfQwHawPb3N/cBeXvGJnsHXc5pgO2XZ89gpvm3wEtn6+5HZua8oXgdwRrnvQFu8enYA3tI5NhXjRjccAf5U93Dx1rh8MxAwt0jjnBaXvI+klHUPgi4AjAjsNB++p4Y+uwo2vcebC1G1x3eMrrj5BAoBgJE0EQBLmMXGnDLBQL4BVRQTxfAcIcT5Xsy8ptZRfFi+DE2reeqd5Md+HZ557/bveexrb2qRnfuXsKPnP3PffAYvfU3H7Wzr5VtWW9nXl8wj1d9lPi0qHZfMAwwQbHp/17Gzp/rG8fdHn9duRGkCJFN8CU+p2elqFxEC0yXCUYhk+5A+H+CTdp4+4dtgebKwNOD+k52dIDlgVv+cKMapghTjjZNfjtqRYy5GdgLMgKoqqDPg1OTYNedo5OTgXCYHoAqCB4mmFayVQqyImHW3sPtvTM2DHMYf0LC2zXuBreMEN7gc5EWSseVwwjxPHDrhnY3GeH6744Wg9WDCvnSWYcDgp2rKN/DBSO42mUTvBMTlHBosFORUUFWwblAwuFPQKjA/Ok45IONncdbOmu7xuZ8AZCDBn6dK7dlQwTFiO1uB5fiOHheMLCoKnD7hk4RKC+Dm8Q7BoY9fjJKKfuIU8w4o0wzUPj8MER14w3RBrcOVmWNA1KTnosNHWCgsJKwN5hJW1DDlgszJKwohinCEEQBLlclN0wewcGQa7uXJ09MNsq3r19/S3zhvz1N0tXP/rC0aa2jue2baPLb6u+/2TFdljJp5XP0jmNbR1lPx8uC6VsPr4I2+NwfX286ZP9J3+oawO7A+r7Rp2+oB34kXd4A7U9w6BbR9v7jnf0w7+gbd3jU7AA6CU4DywAUrenvv1wW68rEAYzjCUSAZYHZ/vudAt8dsjlpV0WQTKnw8SsyKo6+090DQDwJ1hclJd0KxZghCNtfSCZMxFWWdAqvTCbDyju0bY+8EZQO800aT4gUEdw4K+ON355tAHKRseGgy7CpsFvQf9g+VPdg+B74GwgnCCZYKeGZbkDIXDgb040wfzpcFTSdBLP0+E62TkAkgkGCCWBYi/aQh2Crdj9ME92D8LukHFSkszYWYQEhfQXBVM9Qhrc+yiglw19o0POaRLCnePJ+P3uISdoqSDRcExhXpjw+k/ZPTPBSGEl06Fo3wQpTGP/GMi/hCN9EARBkMvHFTVMEqeokLcSiUUN02dX6015pkGuNtdsLLsuXgT/qHzhl8w7KzzmEebb3XvuuOMO+qmHau6iE9//uHdm9bePU+YNk7RQ8yNu31G7Hm+fHecHaOgfAYGk6bZhgfbRyeOdA1QIYaJlyOHygxeJYHegRqS+zuWt7R0GoQrxAskAFY/DmmEx2mDtDUepHIJ8RgRSLwqmd6pnaN4w7XhBdkdH8m67HfuRRkEv2dQCw1RgomvM2TU2RVuWaSR2MD17BNAgOLAd/Jz0F+VkBcoGBQBhW2iYox4fiaZummbMCjDcaXvc0ORMgHxKI3HXYQ29DjfsTu+EC9yVhP1czOtIP0xNg5J3jE7CIQrYVZoRXrDLY0QFeWiKpOY5aef9Aep7RwYmp2fCjKIbrCSD2MNewOGFvWDtjOoREuMo0j/pHnbNQDHggMARdgcjrcOOjjFnyN5NNEwEQRDkcnFFDbM4WyApy2MxuDOeu2l7AC9H/WpjzS1l18WLqMDcVHMrGaD06d8u7LBHmFGn6933PyjZ6Ycf/eG60cuZM63kDGmh1nlFC7C8N8L4GJLZ0E/yKoo0kbeokEzcIU4MsAJt1IYJcCpS7UYCZpI8j4KdHRLcMmTnfCQpvFUNfDJMIliSbJKsKMOSoEZRQQLAlOiqKGE78begqJppKYYZFSXYOq0dXdgiTFrJOSipppLmexmWYWlGSIazY0uqdnB4PkAGvKuiosETE00pDisMkQ390koesesMeZITnGSBhOMAnsnZWS85u7Scnd3Szuco2tnJxUV7P85n2CFjzMk6YcfhcIXstUXt7gdhTgyypB6YFozsLCfC+kEUqcoyZJokcIetwPIyyX6u0RyRZC/mk6GTzJJRO6MWGCz8Hst+8iAIgiDXB1faMNPZjGZZ4XMME+7pPQODu37/e5rH59Wq1Zd2/LWqh6DkL7/y6kWPzWnv6aWU/TS4vJRG+oC3gNrp1lmYumkQ2yEZZIgFlZaBCfiTBwGzG47JKDBFhYXhI7Rqzu7bScbFqAZJFA4zeTvL4ZktCqBkiv0WXaFqGiBOgqKA7NHc4vDB0voXlpluS7M/C2WAgtGR5nZ2deKoZ20xwLB2qlOttC3yrmHAkhGSHFywKy3JuwBMwJ/2APb5YwJIJNK7GDjPCG4aElMgpmqAG0P5abadhW36dI/m99TeNOwDsLC0sFiERLkntbwL946KN10DLSFm80EQBEEuI1fWMIv5dCalmWdHYrHvktzHf/ozrcG7t+b2suvihfJN5e+g5Bs2bOgfGS37l3gNQgPp0+yQYFxnY9c6gs8E7ErC0jIwQYKfk6yLRKVoLXfErswk6RTt+eBXdm4g3u7qyQfPxPCnWwyy82+dWSFsiIOZ9lZ++ci5/R7ptugytKqQjjSnRldabWmLZD7DnlV48i5LVu63C0nfXbhTpWNCZy4RIGh+u8zCIrG/2lPm7D2FTcNMwq9LSw/aWXsHa1uw2K/WjyAIgiCXztxc8coZZqGQiyfi8jmtb/TeffvtJLzP4bVvlF0XL5TONe/fU3M7FP673XvK/g0iCIIgCIJcaxSK+StnmCSbj25E7abAhRv1R9nT9Y1gaE9X31d2XbwI3rSDC11K+ziCIAiCIMh1TCaXmZ0rzl1ut5ybm52dLabSaZ6Mzz07mw8YZnN7B0jaM6vQML+zcztu2LChbxjbx68TaIt8wG5NXghp114QlR1BEARBkBUSTyXyxfzs5W4rB73M53OxRJwRFsnmAzfu7r4B8LRHz5NC8drk28oXX616iAbA/PaH3WX/7pDLAu3xSEaj8yIrSCUYMmBcxGzdCIIgCHIRaJaZyqaLs4XLa5jFYiGTSRumGeEWi1MUZQbHxki27po7y+6NK2TXuidKwYVefPmVsn9xyOXCbw97J5GOWD4Y5X6BIcORQisYlYMgCIIgyFlwsmLEYrl87vIaZqGQTyYTiqaFF4vh7I8wjik3TdJddnVcCXvWvkzd8ouvvu4bHin7t4ZcRuzY5jonq1P+8IhrpsT4tB/m+BlOULSlIwshCIIgCHIWYVaQVD2Tzcz9fDkbyvOFXCwel5TFYziTDNS+IAjbbetvLrs9LkvHmvfvqyHD3v/y1wuMrI5c88CpGAaF1I2oIPVOuJsGxjpHnT0OV8/4lI1rFM5UTuRllRGkiF2ZWYpQROP8LAhVNE9oYUSjXyIdkbhJGBEIQRAEuUHwR1hOkpPp1Oxc4TJKZj6fM2NxuC8vzJxSwg7ox9NawZ41H5TdIZfmVTuy+rPPP49ucJ2xMHq5Jxg50Tmwv6mrdcjRP+Huc7jaBh1H2nqPdwz0TnhcwUiExD9XBUUtRVmngdNLseIpqmHKus7LJGfQwmjtNPY7I4oY1RxBEAS5EfBHmMtrmHN2OvJMNqPoJtxeA4tlxJuJML4oR3NzH1v7Ztkdcgn+XvkcFPKmDRvae/rK/mUhlxc7yjoPhhlmhXGP71BrDxhmr8M95Qs5Z4K9465DLd37mrpahhzj3kBUkEVFC/MiCVdOEzWyQpiXONBOVRPs/JispHJ2QkZBIWmDwpzA2xl2GElmZVnSMTMjgiAIcqMA9zu4613GVnLQy3wxH08lQFyX6rcWYd7f9SHI2451j5ZdI8+id82uPWtf3rnusYdqNtGKVhw5fl1CMzOCXnqCkUHndG3PcNPg+EyElXVd1nQ4RZsHx091D3aNT035wwIRSGXYNdM0MHaya/BYRz/82zQw3jfpGZ32g4KOevwwPeTyToeiETu7OklHLqtgpL0Trn6nBzxT0c/Ob4UgCIIg1yWsKGmmmctnL4tegqYWivlkJqWekynyXGhIzDtqbr36Dllf8U7fml1nzTxZ8dYnlVufq/7NLes3lIaN33bbbW+8tb3sXxNyJaC5xUMsP+bxtY1MHO8cqOsbccwEAizvZ7kJX7B5aBx8ctTjA+0M85I7FG0dJosda+8HTnQOAORTvSNgoT0Od8uQA9Yz4p7xhqOgl7ys+KMsrLx1aLx7fCrMi7JmhBYb+4YgCIIg1xmypiWSiULhMmT2Ab2cnStkshnVMJjztY8vIMBwTz31NFjcl5XbrrRP/qPyhV3rnnix6sGHajZRgYR/n6++/9PKZ7+rfPGtqi2/qblj/YLX40888adP/nK6oansXxBy5QgyHCfLcB72OFzHOvq/PdXy9Ymm/U1dR9p6D7X2HGztgX9BMv0MHxWV0Wl/++hkQ/9o+8ik0x/yMxxoZN+ka09d++7atq5R55jbB5LZOQaq6XJ4A4KiRkWpxzHVPDg2NDXtDoYjgsiKZHNl33EEQRAEudJoupFKJfP53OxsoVgkFIp5oDhbmJ0tzs1dSPv4bCGby1rxOAe30XPy+JyLP8J+v/vHK5rZZ9/aV1+u+u36c16bN9937sy77r77rbff3rNv/+D4RNm/F+QqEGQ5QVF8URY08kBL948N7T81tB9q6T7c2rO/ueunho7ddW11fSMRQWJEpWXIcbyzv214YtzrZyXZHt1jTvqD351q+ep4Y/+E2xuKglj2Oz2tw46+CTf4JFhoQ/9Ibe/QlD9EhqJj/HYEQRDkhkHRjHgikcmks9lsOpNJpdPJdArIZDO2dl5A50w6flyQVbiNrmTYtS/MOD0zN998M9jdyYrtl9ctv6h8/vHqe0r2+Orrr//5L5/uPXCwpaPLOe2Fu/zohPOnAwdBKZ997rm/f/Flc3tn2b8L5CpDImGq2kyEPdU9dKi1p2vcOTET8IYi8JbLH+oac+6pa4P5sABwpK33QHPX2LQfRDHCC5wka6blCUX31Lfvrm2FD/KyEuJ48E+wysaB0Sl/EICJFlILyomqFuYEzEGJIAiC3CDwsqrohmFZphXTz4Rb0UwT5sQScRBOUM1sLpPLZwuFfPE8dZtzc8VisZBMp8ltlIXb6AXEY3nvgw/AAN9b9/hlEcvGih0frnvy7prbqFjeeeemP33yl74hjJGOLEKY4+HkB3s83NZ7sKXH6Q8pum7FYoCi6RPewO66th8b2t3ByHQour+5a19TJyxDxoaTWk1JVHWnPwyGCct4QhHdsmRNdwfDJ7sHD7V2d4xM9E+6QVOHXF4S6UhRgziKHEEQBLlhCDIkHDSNGh0h4aNFcvcUpKg9wcuKpGqyHQAwkUykM6k0COev6zZBLwvFfDqTgTtsVJBAL33hC2gHbGhpBRXcWHPL8Yq3LlEvX696uFRp+eRTT+/Zu98fYbDWCDkfYU6AExsMc19j597GzulwFJ6qEslkLB4H1XR4/T/UtoJAukORmSh7vKP/UGvPmMcHvwtZ1yVND3Ni/6Tn25PNP9a3T4eZWCJhxeOw5JH23q9ONP7U0FHfNzI5E4CfVZSkOBf8y/VMRhAEQZDrFRohkPYWs+NRc3YGE54VJdszDc2yzHg8kU6DamZswC3jqSTM5y+qlga28tb2t2mO8uaKnRetl9urHqFu+dY779Q2NZf9SCLXOHDigfWphjEdiu6pawdR7Hd6/AwHgCV6QpH+Sfehlu4TnQO+KBvmxY7Rybre4e4x5/i0bybCwDIOb6B1yPH96ZaDLd2gqfFkMpFKwsdBRD8/Uv99bSsYJjxwyaoWxYyTCIIgyI2NP8rQDHcwMUOT75D8O0yAYalqhnmBDHyQFF7RJJUAE/BnhBdBLy/uHgqfem7bNlLxWH3vxenlznWPUb083dCE93FkWeaz+fCCqKhOX3B3betfDpzaXdd2sKUHONzWe6yjv65nuH1oYszjYyVZVDVvhOmf9JzsHDhoayfYZuPAaG3P0IHmLpgOMLwVh0evhD9Kemx+e6rleOdA36QnyAor75mMIAiCINcnRCZZuw6TW2rEq52Rx8/w87WdDA9/zlzaDXTM6Xp4yxZQxBerHvz/2zuz39i2/K7/Y1xlEPCaBEVEhBBA8AQPCB54CBkUISQkkBBEIMJLJFpKAgm00uEmZOhWh07SatLpDp0+x3YNe573mvZYZd/bLX6/tXaVy3PZLh/XOedrffp0Xbts17C99mf/1m94rF7+wg/+faeXv/HF33r91xC8D+zMi0y/c7b44lf+5Fe+9Pv/9dMvf+F3vvIFa5jkkL/7x//3z75zcrYMgiSNssxPkr84nX/6tW+QfP6PL3/tS3/09d//+jf/8Bt/Tv/+8be+Q1dYWVGmefEXJ7Nf/d2v/MqX/uAPv/Gtb5/OZ35052QrAAAA4GPAeiOr48J7OHfR7qFPWY7kloeIz/zBV//oR37kR0kUf+aHbp/y89W/8ov/+5Of+91Pfu7TT372f33ys7/9yb/40ic/8y9/8B84vfz13/yfj8r/BB85dNzOfK4lj7L81Av/cu59ly6ULO4P4WTpcwqlH7lEZS/i/GS65wldWPnhPIyWceInqU//2ubqS5uE/LVv/r8vfPrlX/u9r5JeBmk2C0LsjwMAAPioYcMMiIPo4tP4rU9/x+niv/rBf3hNL//7J//8p374R282sXQfv/rffuP1X0DwvnG69MkMk7y0/RPqLfSf9Mkozf0oIcnkay4b8AxivjPdoagnKimU1mVdz4Po2yezP/32d//g63/+xa/8ye99/ZuzIMKMSAAAAOAYDPPNfPmFX/t1J43//gf+0VYvf+kH/vFf/6t/zXUf+rEf+7Ef//Ef/5s/8RN/6yd/8m//1E/9nZ/+6S/86q8jegmeAB1vJJk2wTi8hssAoa++tRHINzaBZHvnqfeC7YpJnhlm+TffnH75G9/69Gvf+L0//eY3/vLtm4W3jBMvxgQfAAAAHz1HYJiO//TL/8VJ5t/74b/xMz/0d39+k2b587/wi9htBEeFnQqULaPkz757+tU/+4vf//o3/8+3vnPqBWGaLu3Ec0zwAQAA8LFzNIZJGvmv/82/vbYP/h//8y9DL8Gx8dYWpC/C+MwPT5bB26V34vkzG97k+Cd6sQIAAPiIeWPbYPJuoC1weHXDdHz7u2+/+Nuf/rv/8Ev/5J/+MxSJg+PE1aTPvGAZxn6cBknixfHMD1DdAwAAANgu65xgxjNHcFoE4DG4pgonNkuTOFl6bxdL6CUAAICPHFe/MOfqhqnLOgAAAAAAAM+BB5EH0dyPUJUAAAAAAAAOQsqDSMooybib9PKJYx8BAAAAAADY0vVd27ZK67yslhG374NkAgAAAACA53BxsV6vV8PQ68ZkVeUnqWu0crLP7EgAAAAAAABuQIZ5fs6SOa6GbuiU0XlZhkmyDKMzz0dmJgAAAAAAeCxkmLusVoNpTC3qjDwz5Xjm5b45/bvltR82AAAAAAA4Wq4Z5vn5iiRzGPqu53hmWpaeTc60E398N/TneLqyAwAAAACAI+SaYe4yjoPUOi1IMuN5EC2iZBGlZ0F84oVv5t6rP3IAAAAAAHCc3GOYq9XYto1UqqwrolaylCLK8nkY8/Sf137kAAAAAADgOLnHMF2NOUmm1koqKbQsRB2m2TyIYJgAAAAAAOAu7jFMV2NOkskF5lUVuEZGnk96iZ6ZAAAAAADgLu4xzCkbczVwq8yynPnBqz9aAAAAAABw/DxomKv12HZtWdfzIHz1RwsAAAAAAI6fhw3T1vsUVTX3YZgAAAAAAOBhHt4lH3upZJJlZ57/6o8WAAAAAAAcP/sYptIyySfDfDNfvp17PLUc9T4AAAAAAOA2HjTM9Xrs+rYUnIdJSnmy8GdeuAhj9CwCAAAAAAC38qBh8hzJ9aAbHWXZMoyCJI2zIiurOMtnfogwJgAAAAAAuMaDhukkcxh7qWUthWlM23Vd30mt/Tg9WfiQTAAAAAAAsMs+hun2yvuhI+iG+wxJZpIXcz/EXjkAAAAAANhlT8M8P1+RWxJ0w32mH/qiFn6cni5RYw4AAAAAAC7Z0zBvqzEfpNZxXpx5mPUDAHhHcDuLhW1nMV8iRQcAAI6WJxsmOrEDAN49pJe05iyCiK5tT9AzDQAAjpUnG+Z6vRqGXii5DGMs8gCAd8Pp0g+TLMnyIE4XQXiCPHAAADhKnmyY5+csmaZpggQV5QCAd8TcD4uqlkpXdY1ZYwAAcLQ82TCnivKuS7Ji5oVv54gkAABekDezxdv50osSqXXf923bVKJehhEnZL72YwMAAHCNZxomrfN5WXthcrJAJAEA8IKQSZ55QZTlTduu16vVajSNiTiMGbzFHgoAABwZzzTMYRxqqaI0R0U5AOBFOVn6XpwUdd0P/XSFO/SlqP0kQc80AAA4Np5pmKvVYBqTl+XMh2ECAF4QWmTSolTGjKthWn/WY9M1RV3NA3S0AACA4+KZhulm/dRSLLDCAwCeh8u0dO0umaV3uvTPPJ/cchFGUZYJrXYni52fr+giVxntJwndGfWGAABwPDzTMN2sH1rhl2H06s8FAPBe4zIt50FE64kXxl4UB0lCYplVpVDStM0w9ruTxdwS1PYt3WEZRSSZr/4UAAAAOJ5pmG6Fb1ruWfQW3Y8BAI+H1o2ThTfzQy8in8zToszKMi+roiKzrK1bGnbL8/H8YnVzCbLzxVRS5DM/wBIEAABHwvMNk+j6jk4K8yB6i+7HAIDH4PRyGcZZWUmtm7al9YToiYHoyS1Xq2F9vrpVL7e5OiSiXpxgyg8AABwJBzHMYegrIYIkRUUnAOBROL2kS1TdNOPqyg74vtsoF6v1OZf8pEWBKT8AAHAkHMQwx3HQWqV5PkPPIgDAY5j5YV5Vdh98eIJebiVzGHupJKb8AADAkXAQw1yvx65rSvQMAQDszRtbNu7HiTJ6tXq6Xu6sQm0teTMFPdgBAODVOYhh0qlhXPVSywUqygEA+0F6OffDJC/arn2mXl5s+lp0fcczIDLMgAAAgFfmMIZp86B0Y/w4wYxgAMA+nCw8L4zzsur77iAL0RTJtJIZptnMD1H4AwAAr8WhFnaSzLZr7YxgH/tTAIAHeQnDdJHMfui10XlVLcMYkgkAAK/C8zentnR9m+T53A/eLrCeAwAewFaRR1lZdoczzK1n8kDb1tAP96LYpWVibwUAAN4lq82EXxgmAOBdwnmYQZQWhzfMiyk5fGi7pkLtDwAAvAbD0B8qjNn2bZzzWA0YJgDgQd7aOT60aHClzx3d1J8lmTY/nK58SyHCNJsHSMsEAIB3R9O2T+tyfKthRnl+6gdvYJgAgIcg2Tv1AnI/05q7JkIeQDJtWqYyOsmLhU3LfPUnDgAAHwNKqbY7jGR2fZcUxSwIMTsSAPAgbl6kF8WVFLQKuQGR9O80NXLoVwe6+L2YZpfrtCiXYXy69BHJBACAl6aqKiElreer9XMX837oyrryY1rAYZgAgIch0zvzgiBJs7KspRRKllVNt0kFi7o+4A4Lp2WOg2maoqox3xYAAN4BRVGUZam17vtuvR6fs4YPYy+UiLMUU9sAAHvy1krmMorDLIuyzI+SZRjNg8iPk7yqlTH90K+fff3rWK1G0zZ5xdPHEMYEAIAXpajKvCiqqtJa0TX+s/ahVoM2OiuKmY9pGgCAvXhjJfNk6Z16Pl2cni79k4X3duHRjZkfhmkmtOqH517/biOZJJnKaNJXVP0AAMCLIpSo6oq3pETdde1zYgWb6eT1PIi+i6UbAPBs6HI1LUplzHjIvmqcMT5HxjgAALwk/dCZRpNkllWptHKS+eT4gJ1OrpZx+mbhQzIBAM/kZOl7cVLUdT/0hzLMYewrKcI0PUU+DwAAvBjr85EkUypZ1XUtaq3VwFlPq/Pzxxum7T7XdE2UF2d+hPgAAOCZuCzNMM2U0WSGxGo1PDMncxr3U5XI5wEAgJfDJSa1Xau0dpLZNMZJ5lPCmBcrW+8jYzug/NWfHQDgvcZlac7JMYuikkJoSXI4Pk8y1+fTMrUIo1d/ggAA8KGyXo8kk+M4Nl1bS87JlEqSZI7jE9dwm43ZVqJehhFmAQMAns/J0ltGUZimcZ4VddW0zT2SSde59zdvd7stZKpBgnofAAB4Kfq+dZI5jIMyphaCO2QK0T61Ex19C/1A05go5TAmZgEDAJ7Jm51icy+Ki6o2TbNa3ZIx7uzxwQlB9NWub9OiWAQRpvwAAMBLoJTsumYc+3Ec2q5TWpdVVZalVKppm77vhqG/xmhToRz0XfZ7OT9q9z5NY/KypHPBCbqvAwAOx5kXRFkulBpu667GaT/rgXjw6piWKbqWDtF9HQAAXoY8z4oiN0ZbdRy6vhNScBP2kkyzqkV9if0QolZK0P2bRtO/WityVKkEfdf2nnQfIQmRojcmAOCgkBAGcVrW4mZ1udtAGVY98WDjtXHFuzZpgXofAAB4EYqiyLKsrivSRReNNI2WUpAluhZGeVlkRZ6RidqPPM9LnudGV/9OOyt3t4IoC7pzXuREWRUkmfRJL4zOlv7MC8684GTpv114nJyJrXMAwJM4WfIo87yq+qG73TDHvh+nmeb3SOZqPbZ9VwoxD8JXf1IAAPDh0XatkILUsSjyhos0+2nXe+i7rlFakkDm1kK3HySZJJNkjySW9FWSTBe3pH9L55lWMvlGnsdJStD3JHnuRcncj1g1Fz4kEwDwBE4W3iKM0rLs+uuGeTF15R0Gzt4Z7pdM10ZDao2KcgAAeAnOz89JMsuyzPJMyJolc1NF7qrCtVYc0HQmOWG3wqWQSihFK7TabpqTkV7umNdVxSmdvOVO/1FWVZzmfpR6IXkmpmkAAJ6C65AZZZlpzc2tcBfGJHV0uDvcI5lN2wRJiopyAAA4OJ9//rmTTI5kck5mYZpm3Fz70/pMwmmLd7odbDnPOEU7baxgW/izrfrp+qFr24YU1OolTz9PsyxJszTLwyRBdj0A4Am4DpnLKKqk6IZbZpC5tcsuXyvnmfdIZtd3aVGiohwAAA7O9773vY1kdmVZ5nleC8GS+dR+mFc3oYa2Y8kkw+RMztzusBdFkmXLIJx5/twP5wEz88NTzz9ZeiecqOm9mSGeAAC4k5kfZFWhW33PvHK3D06r0D1VP6goBwCAF4L0ciuZXd9LqZwENm2zeqgY80HWdlJ505qKDZP10n1kHMxM0ywrbfNNIq+qMM2WUbwI45kXkmS++isDADhazjw/yrJayWG8c165M0xS0NV6uKtDJl1Ka63SPJ95qCgHAIBD0vc9uaXzzIuLz+g/y7IiCRRStu3tPY0fCl2ueUjQahxs7yOeR2lUYXfJXRpnUUzBTO66KaXN4TTaaOeZJJ1Rmi+C6HSJzCgAwO1wz6IkKUV9s2fRTcN0knnr9bLNNm/KukJFOQAAHBYyPaUUSeb3v/99kszz8wuSTKmUM8C+bx8bxiS97IaerLGWJJYiLaqkKNOiLIVo2qZtTVVXlzvmZVmLmiSTRJR0tB86+lcbQ58P4vgU3doBALdBhunHCV213m+YnEnOpeX9XVMmbe15LzVmlAMAwIFJ07Qsi7ZtSA23kUzyPNcnU2s1DN3NXPp71vNh6E3bCm0qMRlmVlZFLaTRgy0CUlrZDkhTUma5mYROv8jl5K9Wg2k0SSZPNkeNJwDgBvd0xbxckewESXLLfuxo5aHbd91HN4Z8lVv1vvbzAgCADwYpRVVxgY8QgiTTRTLpBrllSepZ0Ofr4e4owY39ptY0xnUvavvO7ZI3Hd1uu6EbNmXm5JOuzabrqFnajppKTfvyHFUYB210kufzIEJfIwDANe7vinllo3zNhkncVe9DkknLVJTlZ17wFtezAABwIMgJ5dRxnat7XCTzs88+I6sk5cuyNM8zEsLVHXtMV3LmVwO3xFRSN4aWfV7PbXyAbnCHuvXgDNMN3VBakVVKxU01azs/qOZgpmjtkHT6dfQTaimTvPCi2DZpRzATADBBF54zP4zzon3YMEdnmPcsYnT9m1XVMopPkJkDAAAHgnyv7zttfa8oCyklSeb3vvc9kkxb9VOQZPJMSSuZ96/k1hulVLLvL8MFJJnb1prDyLM21mu+TQLJsU0L3dBG13b6ZCV407xtG/ohBEkvPbAkyxchLf6YBAQAYGgpOOW+63nbtQ/srZyzYZJDjuOdbYto7aqVDLPs1EPPIgAAOAyuNoeTJ43m+psib9vWVZfTv1pr2yw9J/3r+5bueX5+u16OHHVstVGm0TddlIOZpLK2Vbv9IRxYoAW/t43ZaXnvNpbr9s23mZmDbdtO/5mWpZ+kyzC2zTN5yjlxuvRJO7mFpotwOl77JX2X8Hl26Z15/jwMZ4HtKYpgL/gIsEe+H6bZHoa56mmFoaXm7nofm/ttsrKkteXVnxoAAHwYXGz6C/V9J6XgIY9VqbTeSiYJZ8YNLFNb9cN+eNv6PDZtqxvTds0wdtcy6i/z7W1Y0tUNuUYiPedqtmyeHN6k/2jd7nlVleS0asczm65RRgsp6Qt0IkjyIsryIMm8OFmE8ZkfnnjBm2XwZuF/VJJJehnEcZJllRJ5zT1FMZ0EfAw8yjAHa5guFXx9e88ivsqupaQ/n1d/agAA8GGwa4lt2whZ8+zIsrD58xeu6qeu6zzPeK/c6HHsdxsXu2gk3VlqLY3ubcHmtc7GboXncGXf7TqqW9WtZHa8e2530jeT0HmoOWdmSkGParCZmQSHNDtWWfp1tVKlkAULZxXnRZDlfpovovTMDj3/4ON4bjpzECdlxSHffmQJd5mrTjKP9hVwU//oEZIh0FOY+YGb63TmI9sW7MsbewgFSdrcMEyXmcPryflIrGziN+llO7ScjXnbRrlL49HGeKgoBwCAA3HFFVkyTVFys0pyPBscuPjss8/c2Iucp5bnXdfsOiQt1yQ2UqtaSWUMieLNwRm8A9Uawpb5XO6zT73Zx4HOEW03rfx2EjoHM11mpgtmcvjUuqutGLItlG1KZ0+COvAOe8tZnS0htI6yj6ICndwsyXOhJL1Wo31x3JmUzpJJXnLa6rG+As6NF2FEehDTUVWVRV3RlUJSFPRJSCbYEzpOSAibtrm5Y8J1haveFfi4JEzSS+KebEz6TIOKcgAAOBzXlllyFaV4rzznPkWCbO8z/rjg6b0VN7FUrDQNRxRtXiV5Yy157CNJJq3Pq6udM5212ginUkbdnCDsEjhN25id+UFT+afLzKwrejC1qEh9OXx687ywqSRyXyLtFErFWT7zww81FuH2B4M4Ib3sb3QrpROo1DrJi3lwdK8APXJXAhzyxFBuwi+00q2xNV+tNDotCnKGGYKZYD+WYaSM3g1Lbrqs9904WeUu22zMWyWTVio6LN1lzqs/NQAAeN+5RfnG3hjFuZd5bpqG1mtWzAue9aOUIsl0HdpJCcq6JpNJ7WCe1urltUWbpJG7rytNFnrTMCeTHHpyDNOZ1XrY/ZINZg68ce/SMkVFj+paDdE2XrGdCud23klowyQ98/wPMhZh5+Vl9Ip0XXvzROm6idJplyzu2KIxpJdzPyT/Jwe2I5w4/9a+d1MAljf6laQ7IJsU7ANdRtF1SttPwxq2V7XbbfE7JLO7VTLpgKSfFiQp/Ym9+lMDAID3nVtz44ehq2pbQs6jHqfScpJMN+snzVIhhVDSldvkZS21Iau5GVekFZv0sqR7c4SzuRbh5PKioW/7tulMN7S3Tg5yNZ4kmRzJrCsSzpGdZNzOPW/aRjdGN5p34TnJc7S/tyP7DZKEFOtDCoW5DEayr7yqSd3vmRo/nSvT9HhegTd2czxKs1rIW3v4u+sFeu/o0EqnPqgf5jUCOBR0RMV5IZRywXyXK2JTaDjx+17JvKWunC/NbPyffuyrPzUAAHjfudVPbL/KViqR5byZST7w2WcXJJmbWT9FntuZj2VZSUkKSivzNoBgc+ynuCLZI92BuCPCyfmZJIf3jduwQyRJLN12Oamm0ko3jTI895zkNs4KkpYo411XaZMSXa5mx79aeFFysvhwumjaDEaun9XGbIM2d72DdIatlfTi5Bh2nF1dBkljJUTX3TmH1HW14mCm7YMacxgW0SRwJxwVDyJyQrrMZKscbe4ld5/o3X/eI5k368rduleKeh6Er/7UAADgfefOE/352HVNYWWSrJIc0iZkTrN+0jShj8pGOF0kbdNWfbUzwadzm55S690I58WmxodWeNNwBdD9vdwnFzWqFtySnUdMkrUKSXqZ5GWYZERMvltVJJ/TxrF9/KS1eVn5UTLzgvuqy9+fLpqnS9+Pk7Ku+z3meNLbYfPKeFLJ6as2q3eJo/Qw6CrAzo26z40vz/VdK6Sgywc63dO3H1tOKTgGNlcuSW0vY+mSdgpRWoG8xzBdXfn1vmr2elZqRcfqq1+UAQDA+86dfnLBNThN0wghioKDh9tZP13XZVmapAk3L7I7TVMHdbt5TcLp+g71tlk6OWS7U8Wz3R/f9inq7+ixeW3lHzmuZSpRkfSSZFZ1XdaipIclJYkleUt/tUqUHj8HP7uW7sCWYlsY3fIKkLcs/Peliya5VlFXN/MN7jZz7lNKLxSPw3ulSKZzAHoA9MjpauKultc333EOZg58DUJG7XNW7XHllIIjgQ4w+rvgC0yjuWRsClG23d275FvDvLmxQv9p2iZI0mOI/AMAwHvNA163GrXRaZpkWUZiSXpJkknqVpZlnmfGKFfffcUwORtqKgYnt+xojb/qkOx+63HbBvPW9nS3Phg3zbyywyXtfMlaasXdMu9w1G1eH3eJzHIvjGd+MPPcPCCfoNsz+nfhny2804V3zFEy9jQu8ElVo11N0z6G6TyN9Dt9pQrZ3eilC1bv+ch3Hz/XlAkR2mDmyRLnfXCdMzs+spJCt+Yepbxll/y2xYeOtxg9iwAA4Nk8eIonheOIZZJIKW1C5md2mqTadqp0O+DblkGu0bEbImlbNQ5XemBu5/vYVpZ76uUm8sm6aBpNv7ooisr1yRz6u2ZZXuzm9TWc15cXZZrzPCAyZiLNc35ii2VElul58yOuKyG99KIkr2rS8sdKGr3adObNqnc9EW8bvSxrQZa7Z/Ty5uN3DQeU0aSpXhSTZL762wGOCjok6DCjyyi6/tpTL++ZIOl6Fi3RswgAAJ7Hg6d4V1duS34KMjrSy002prK1PmXftzen/Iyr3k577F1W5I2vDrZNzSP08mInJqmUrOyHlNyx5/6al62d0j2NMUrzPCCpJP0QraQkU10si7NZ6vtRGHp26PkRbpC5mtmbGa17mfn5algNdPIN03fawYn1MnS5l7d0VXos7MnG5FXlo2EmuMo03ypNhZZNv4de2gDmXeuG7cPAnSjQswgAAJ7Dg2f2ld2mFFKkWUo+uVqtdrIxeV5525rdKT+uH51rcuiqfm796tOUw8UkOZJpNM/7KUs3VvKevj3b38v1R3YYkKW3E4HaVtRiuSzPzirfq5OkLsusKJc8EOe4KtA5A1PUbX+9p/1+LxpLJncB0jLO31119twPi6rmVgNPil7efAdHm1hL1wb0HmH6D9jiungtw6gUwnTNPZLpopekl7QI3GWY9FWhZJShjwEAADyLfc7sZDWmMUmapGl6JRuz4mxMreWwM1nGdbnshmkN3/ZC3/6owQ58XD9VObaRTLmJZCol+/7xUbLz1fl6HBttkkSFgUmTtq66xmhjsrLy45QE6XTpnxxHfiYJVa3kzf4q+8NR3KGlH8JNMp8aA6RvefC73OCeU9tViQ6b50cvrz4LrhHj3OCixPQfsAtdhVVScLHP3Ybp6gFXriBxfdmkffcQpSVL2fFS7zirBAAAPjD2DB+1XZNyNmZ8mY15cU7+UIuqrtnxxrHfBppM2yhjdNM0nV3Sd+rNB55CzmPEnxCL25VM2/Gy01pbxyz1pk/R434UPSoS4K4ZGzN2zarvuIUSZ5B2UrPD+ElKancMfb/pYQitnhMMdFHcjvuZq6dNAHd5lfd/l7sPnetJLysh6FrjgHp5sTPLvsX0H3AVOqSlVoPth3lrFfludc/WKt3fxfaTF1MHhiavqpmPrpgAAPB09tGSkZbcxuR5RoZZFPmUjfn5Z/R5EsmiKKZsTLtEc48ja5iEsU2EpnmOXAxO8taTXnZ7dCh68IE5yZRSVNy7qKZH1fd3dm6/1zBbYr0jb7ZufaDHXwqRlWWUZl7Edeiny1eLZ5JH1dbtn/m6uRwD689uaE6w/zNy2W7319i+3ehlUQu6xGAlvjikYU5vEKb/gB3cdU2QJNyvgGc99NemRm5zL29eo7m8ndVO3o7tu97R9RH6rgMAwHN4yOJoXe5IFYSU5JFplsZxfJmN+flnfd/zfJ9tNuZGMm2OY2vLcKYlnfM5e45eDlery58lmbZinVsY2Y/HRTKnXXJjstRkGUnmFRPbPAs3mFIqmZel/3omM/fDsqr2yTh98EXbDs2p7Ajm/buy2Mqd6P4aW7s5nhZ1TX5O7zUn3J6PLyWZmP4DLHRA0iUYXTR19jrXZVxvJXOqHLeb4zevQLf330qm7b47CKUWYfTqTw0AAN5f7tVLWpR5bjgZpqu/LqsyiiLyTPIu0kuXjUlqR46ptOyHy3k6K9azbjc/01YMdQQn2B9IOZwD0yMUVyKZe1WXc5yyMW1ZSN9XUTS2zV33dLl/pjFFVdGTX0bRme+/4/S/uR8UVdnuMf9of8+0fSbr0LajP1l6xOnSJ+HkATq3PTs3UShIEteX8u1i6dIy39oIErnlzA+WUZzkeSkEGWZD73bf0jHgzt32suIAVxY33p1p+g+ZLab/fJzQ0ehFcVaUujE975Nwr106vJuO/sLpOGy2leM3l4XLKbfc3WLYzCYbldFLGCYAADyDe8yN9JKH/HLp5VR/bYxO0oRQnBM4kmReXFzYuT91VXFZt2vAPtrvHVf9bodtt/fEHTIPGtfalhgr5SKZpVJyn1jfqmtNlpJeEnTjWgzz6q9gyXTOTCesStZxkdk8xndXb85VDHX9lFzTu1+31bRjruIspxM0EcRplOVhYp3zhmSecsv3JM4zcjkvdmkDPjHzgmUYk6mmRZmVVZIVdKMi56N3QtGlCXfFp5P+wMVfk2ce0DDPNwOktNFFXflJgl7ZHxscwwwjOixJMouqLuraTfuqlaykoCPc5QPfqpfbFHFXY77eJGfSFSVdLr36UwMAgPeX2+NCdoDO1DVuZ4JM37dFkZNhllVBK/D5xfnnn39O7mWMyfOcvsTb4nbvcuCJbFdMcjspcrfXMX11N+v+GZLJ4xHruuZO7FYyH8zJZMNMUxlwFXkn6vUek74vNhXZ0sisLMnHFkF46r2gZ9oIoWcnL8dka8/Pw7z50tHPJBWkV41fuFrQbZLDJC+CJKUz7CyYCupPlv48iGJ6m+uqFDX9S7fJKgkeCl/ysHhljFSae9rTmV4Ia5hKa82jnex40HEzwumwknmxSZloumaKyrpgJsrMPw5chjBJJv2Z+FHix2mQ8GFJh2iU8YUPSSYdgatNiHI7GGIbWueLFL6a7rb9e5u28eME8XAAAHgyd3mU22y6NuaPbKQWNWdjJnFZTdmYJJnbbMymMbach/Pqb/Zat4lzg6306S730zkzf9h/EuI9pmQ7sdtxP1VljO539uhveY7jMGjVSzE0ZjV05/vFBjelT5yf6YJmQZqcvkwGoK1f8GdeuAhjUj465R2288/mveaypt6WQpAEci+poW+7VjdGaJXbqKA9dydR5ra/ddtziwDuCdNNcIjSXjjQ7aKqSTDJLTfD4vth45Y2FDzetV95AMncmf5jG7PfEokFHx6uH6a9DvJcXN3le7j5sHM/pIPBzi1t3FLjNmjcEeuORlqIrl0XY3YkAAA8kzsNs+9cGHD382QLUsksz8IwzLJsHMfv2w+6QYaZpIlmr+s7qxw37W6qNOf8qM7Fspyt0cJOC/6TOz1uHttgZ1lWHE0tC3qcbdfc0xOJlJI8cdVfqSJ/3G/kvnkqKfKzl+mbZ4d6B4sg8uM0r6rHzos8gK2NnTQqynMvTsI0z8pKKNV293V953kotcjLSmm9DSPvWuW1ut2XgFShlraRURiRacAwP3Ls35EfJKnrZTTaBJ5u7LqdyT5u18Z91R2c9OeWFMU8CN+iFxYAADyJW+3ChRZvaoDLpXSSSdCNzlqE7bI+KG3yIs/L3LTGTe259nO21d/dxj3G9dDzUt92O2v7c+yCzhdt20ieBsk9lJTdHbvmuvQ7O1HrOK5nM+l5Y6Of8xvJbOm3JDmHO747Wx6Gufdm4S+ipJLy5uN/xzwq3mitmxtVjXdXJNkplv1wiLf7/oc9rkbdmDjP4QmAdwToei2kq7VcSMGB96sdjXbmlfNhaa+VpB9nmB0JAABP4y6j4CSlG/U4rhexsEXlZVUIUZtGc0iKIwAjT8PJ86zIdKNtAienOblN8NGOaxzshqkr+nDpT9OMcusb1/I2n4aLvhqj69oNLpdNY8ahW9EvNZpYde3YNr0UTZ6pIDBJsururCLfB07/a82mP/MhDXMZp0Kpg+dePkHV9vdAOkJM25h7K61cHdk0V/RlehltfourlxdRli1tR9MTVJp/rNhRUzaXOMsqUdM6ttXLbtOhfdcw6e+uEjJIYJgAAPBE7jxBX6xunvrJEqXWFdd0KKlEUWRVVQ5D5yZft22T5VmSJVJz5M2lPPGIHNtRk4uKtTKcqNlv+2Feybo/P0BEa8r2tIPLheAWRqKuGiWbshDLpVgsTJZ2ou6VJOjGoBXd/Zm/kZ6j1GoRxoc1TC8hV28O0jv0nTFl8N6bAXtxmc46jM/Lv33wrXGZmWS8tZRu0CQy6z5aeLvcC/w4ye3uBklm209W6eKZVwyTW2LqOCvs3sTrP3gAAHjvuPPUvBpt1HHYdCpmz3HX9aXg4b+m0VmW5nlGYkmKeM51QF1dV3mR8xxJ3p5uB1ue2XStsF5aS64TGa3RXTPYjWfyz3miUZyvz+lBrld0Y01a2xol6iLLijSVZSHTpDw7q05PVRS1dcXVPZyE2a2H/vzZEULb26RZRsmhDPPtwj/zozgv2r57LVd8htTtVbdF77U7sz8z/3YfbBZHr4wp6prjmSEPM0I88yPEzpzilr5VXWujaR27Ypgjz4NwKeI2+8WkeTmDYQIAwJO49YzsdsOlVtxwRms7/LF3p2k6RxOus2VR5PRhjCENXW+Ch1qr3GZpur6ULTc9bqTRgn6aVjxJcByu7cI7vbRm8vQwJoki6aIzRjLM3mhVlkUU5WFYZlld5CSZOk2bsuiUdMXjFjbS5zsMPccDGib5T5zlQslh3KuH0lGx5676ZQf+l88ynaaZ2yFNdC1g2zGVXoR45keH3Sv3FkGY0YKghOmMM0xuzjZ2U26Pvc5drQZuwlaUs5ep4wMAgA+eWw2BVlrSy1LUNvBInql5CKDtYJNXFRkmt7UZulrURVkKKemsvc27o89XVUmS6Xqw07dqkr3GYZq2dVGCbaRr2jBdT9mYT94r5wRMKTopxq7luKmodZZVUVQSeVZXpapKU9etFH1j1oeYjLNL07VBkr7lHuzec9ySvv3Ejs6phThgf/UX0bbb8ij2h44B21XAdeB/Ruz6sceJq1bTdCS7eGY02xljZOtBfPTS/LA58/w4S2n50s3UestJ5riz/nB+dWNofZvDMAEA4Elc14bNHMZaStJLdoC2rYTMyprOyKSXacnjWrh7Nl3jN4ZWadtvu6RVensGnyKZRZ5mKX1JSEGSadqm6Tjxqbe9idzQH9f0eHDNQ+yWui352Usyd2NlbMWNlkEgPK+pStJLkyYqjkkyVVnIurJDhwpRVY3Rw0NZgk+Ae5vkdDKKSDKfY5ikN16U0OvcWr18Z+2JHovrZfqcOh3bu56bavLWpJXMd/TI3RXN6OKZho6MNM/p6mAe0Hvnudffj9OZH759hzObwLuEDTNNK5vM07RmuyjtZne4rhRlVc25gu/1HzMAALx3XNvTdOd9urQnw5Ra22GRg9SmqAVpD+F6brs+cjYWNHUuIqXcNTeXk0mfz/OsJLXjDEyl7Yxgl13vfNKVmdPtqahzP8OckjZtrfp6EwXtlawXi2o2M0XeiEpnKellK+qWQ6dcZGTr30t6GF3f8qnkoCXMnD9QCT9KT5dP7Fn0Zu6R0iyCOCsrfW+3n9fF5ejS87VDn+mqoW07HgM9jI+zRNuzaOiny4p3Z5hXHoOdac5tVIVIi5I8M0wzO3ZQxHnhWc9EPPPDgwwzSvniV0phXDbmjW5p7tgo63oewDABAOAp2A3ry3XV9jN0esm1lq4d8WjH9LBRdI3LjXff1TsXFVVRkEpmpJTDzUhmniVJbEe3FbWs6ccaGzSwvUFaF7q87EdH6/z6gT3TbY8jl59vHbXnLpsksWEgw6CRdUcqa1RLMtk1gx0rQ1bJTZbqygYuJMvwQfvkcOWpVFFanHlP7FnErVT8KM4Kp5dHG710ObqVZAcL0ixI84gHkVe1VMNjqvJd/wEXCH2Xu+TXjiUXzxyG3h7hdj7R0Pd2qhFdYdFRi3jmh4c1TLqUqGpR02rQdOZWw6T1jY5zGCYAADwNlwBpq8VHN9jCGaZQyjTNNpJ2rXel290mwWv6RhtFkpnauvKbkUxRV3mWpmlC/8vynARPG82jBreSudPxuLdT2x4MYO72aefd9pENczC6KXIu5Gm1s9bdiCjn7bdGSFFWJZmwaR6YKflYbHPvJi0f1xXTxS1PlwF9lxclSV481tPePXZijoiyfB7Gp154sgxIqr0wyUqeOvTqD+9QuAsrzeXn7NK+ndJOskHv1JnN2+QZhQsP4c33EXoH6QDm4bJ1NdX73Ngld4threQijF79AQMAwPsIXbnbGdN2o9Pao41MmqKqy1r0Q7+b62gnCfa9M0zbB5JWZpbMRgtZl2WR3xbJNEbTl5IkiaIoyzIy0m5qdNy6TdJuN4a5eqDvuu0/2e8aphsbZIccNn1nevv5axFRd75oWk4cJcmsqlLZSu1DhQq5MrrvSiHmQfTYuGWQZLkdyOjKoF5lv3h/7DS9kvTyzI9IL0mxSLeWH5xhXmw6nXI8k44q7oegKinoaUZp7kfpMowJm3mLaUHvGWSYSZ67HQ266qRrT7cW7e4duHdfcJ9bGCYAADwF0rOBN5FZMjmuyCMdW200rb9smP0VB7uc93e+2t2tpm9pGkOSmWbpNidzu/nuJoaXZWnDmBndTTe8V05q6rIxt3vl9xjmtjc7/Vh+wE5K6cyvJRmumy3uhlQOG/+0EdFxO6KIvkSfVFrSaaUoOKWUx/2Mh5mY47IK+XwUxd/do5zc1YwvgjjOCjrJmaZ59dk9exgX9/yhh+on6akXzPzIpSnSvyRdxx99fd5zX9njh2cHCKnoPSPVJOjtW0bcXRPBzPeImR+kBb2HtMRVtaw5b2dzubq+ekEtjYZhAgDA09hWzZC26bYhR6ql4NJrOo9qM3VH31QDuev67ZX+9nttqKczja4Ed1y3kcyy7Zqt4HEmZ9caY2ohXGVQLSptlJNMZ63ONm/dJd/do7f2aFM3u0aLug58GYZDY7YmaaX3imE6veytxDadUUaSXpZlUdcVqe94iEimC5PSC+jF6ZuF/6BkupplV9RDbrntaf/qKnUP3Mh+6IWSyzAmsfSjOIyTZRiFaSb160+3fGk2c4joL4UDm50N+5uWu2vGeTEPYuRqvi/QNRH96XG7jB3DtFk6O4bp/qIbQ1cQr/6AAQDgfeRiE5uikyZPhBSsl2QRZD4tT34cXcrlelK11c1Jf5PX2QihK/zJc87JlEo0rSHzXK2mvpf005qmIbfjwp8in5KgWu1ahdgd89sLyS9zL7f0TaOVyrLybCYWi8GorfSudtofjbaLu8s1ncKkLJmN0pL00klm01jHe3ZroPOLFfmGl2Rbw5zSLDncF04E4TyIyEZ4Z7yqj7BmnLtcnq+2fUp3oVeJXquyrrwwmvtBFCdxmoZJQu+lsdFgO/7JZiysHzHK/L3GddcUSic8kpJrgujaAZ555Mz9kEvTNC1Wwu6S67ZvXB44LWWXfws8qwuGCQAAT+RiE5tq2oYWW4JuDIOr0b4MGw620NL1rhxX14N+TkvcNjQt10qJqiq5VVGR1aKmVXq1mmKh3Oim5xpzMswk4fKfsipJRIdNM8xbm0Bucy/dfdgYu8YUuQxDsVjqKBpbs3kkHHlg3bWGOWWWbnfh7UlksN2V27Zxksmd4ZWcWhg9eaKQ7Q+pW+MlUwyT98EXPvlkmOZpUeZlmVdlXlcF97FXyhg3uv2oTGzqcmnfaHrL6FWmN8vS2hC0FqLOizxK4jCKoiSN04wkkz7DLU+1Isj76Z42nnm8zTwP+YpN8X86tjpXe+5FCUnmq/9dg3uYB2FVC2OMUvSnKLlhETe4aLa7Htv3187qgmECAMBTcNvKTce5lzy6p9FuqqOLTO70Qt8Yph2vZkNVl7u6G8O09+eTbWMTLwvbD5NjlSQeu7uovNlKrmKLzK2fcGYmLfJ2lPktcuLyP7ddkTkbs+/aqjRpQnRVuR663ZO+rUiaNsr7jZq6GCk92cvqcqNqm5NZlqUbpL5/dflWLdyGaUsC1jaFEPMwfmMn+5wug015OAeEDc8zIq00Dc8QoYfxsgLm8hkGHr1kh5VsmD5zhW5LP3Qdy2RDkIHTmdd5I0EnYnrL3HtqWwNwADPmvFv7FtsKfYLuw6fsxnTc9sf+2M2vphd8wwcon9vac3ot/CSZBbaRJuaeHyWLIKyl4COcFirDh7exw32GG3soDee9JAhKAwDAE+DsxL5VRruo2nZH22189+Nla3SXcsmF5x1XA22NcXvnbS6lMwoXqyT9SJIkyzJyD/qWyRht1JRWeLIRjnaSs/D0n4IbIDeavvGa6dGv7p3Zutpwgjt3dquuIdZ2yPhdhulinq6B57ZD+0YJeNvXSiZHMrWW435zwN2v6AbeHi0qQQ+dG9qkGenlyTJw0UvSS/Ktpmvc/KNJruwjeQebyPQb6dRJrzkjhdRSaUkvL/2n+3Bfsh/VLnQ5cPWD6+65WT3JJbm4nURP72bKbxnrZWYNk77q7jlhfw7/QPfbee6ojRQ1pGC6bS9njH5IOKunvyZpVF6zZ2Lu+XGyCCOhJF8L9y1d99HBSX8s/dDay88rlYZ2GmyGDFsAAHgC7dDq1lS2AWbHLSI5Mum2vKcApuvjYXeQnRm6GoftTuhU6bPJkOw3QUiCWxbXFYe8OJiXk3D2LLFTlMCOEr+0ULoX3SDjaTa76juGORnjSJI5cPfL9R3lOW6XfLVxY6eXbtbwtelFFxvJpAewzcm08rNHQ06O+nJVFH1Pkpd0DlqEyYkX7kYvs9JOfjxoX/e9PMcJec9T43P3URRunlFhJZHeCPo/VkbrjdYci+1nqkvbnCz0movSB92ZxDJOksi+ba7NaS1rhmvEWC/db9x1zs3P4WOtdZkYU+rme1DltD+uq4DpmkLUUZb7cUI+Mw/CMw+zgY4FekdqNszOttHg/hIE3RhtCtButgwbZprby0a8cQAA8Dj+P9OyIRAKZW5kc3RyZWFtCmVuZG9iago1IDAgb2JqCjw8L2NhIC43NDkKL0JNIC9Ob3JtYWw+PgplbmRvYmoKNyAwIG9iago8PC9UeXBlIC9QYXR0ZXJuCi9QYXR0ZXJuVHlwZSAyCi9NYXRyaXggWzIyLjUgMCAwIC0zODguNSA0MDYuNSA0NTYuMTJdCi9TaGFkaW5nIDw8L0Z1bmN0aW9uIDw8L0RvbWFpbiBbMCAxXQovRnVuY3Rpb25UeXBlIDMKL0VuY29kZSBbMCAxIDAgMSAwIDEgMCAxIDAgMSAwIDEgMCAxIDAgMSAwIDFdCi9Cb3VuZHMgWy4xMTExMTExMTIgLjIyMjIyMjIyIC4zMzMzMzMzNCAuNDQ0NDQ0NDUgLjU1NTU1NTU4IC42NjY2NjY2OSAuNzc3Nzc3NzkgLjg4ODg4ODldCi9GdW5jdGlvbnMgWzw8L0MwIFsuMDUxIC4wMzEgLjUyOV0KL0MxIFsuMjc1IC4wMTIgLjYyNF0KL0RvbWFpbiBbMCAxXQovRnVuY3Rpb25UeXBlIDIKL04gMT4+IDw8L0MwIFsuMjc1IC4wMTIgLjYyNF0KL0MxIFsuNDQ3IC4wMDQgLjY1OV0KL0RvbWFpbiBbMCAxXQovRnVuY3Rpb25UeXBlIDIKL04gMT4+IDw8L0MwIFsuNDQ3IC4wMDQgLjY1OV0KL0MxIFsuNjEyIC4wOSAuNjJdCi9Eb21haW4gWzAgMV0KL0Z1bmN0aW9uVHlwZSAyCi9OIDE+PiA8PC9DMCBbLjYxMiAuMDkgLjYyXQovQzEgWy43NDEgLjIxNiAuNTI1XQovRG9tYWluIFswIDFdCi9GdW5jdGlvblR5cGUgMgovTiAxPj4gPDwvQzAgWy43NDEgLjIxNiAuNTI1XQovQzEgWy44NDcgLjM0MSAuNDJdCi9Eb21haW4gWzAgMV0KL0Z1bmN0aW9uVHlwZSAyCi9OIDE+PiA8PC9DMCBbLjg0NyAuMzQxIC40Ml0KL0MxIFsuOTI5IC40NzUgLjMyNV0KL0RvbWFpbiBbMCAxXQovRnVuY3Rpb25UeXBlIDIKL04gMT4+IDw8L0MwIFsuOTI5IC40NzUgLjMyNV0KL0MxIFsuOTg0IC42MjQgLjIyN10KL0RvbWFpbiBbMCAxXQovRnVuY3Rpb25UeXBlIDIKL04gMT4+IDw8L0MwIFsuOTg0IC42MjQgLjIyN10KL0MxIFsuOTkyIC43OTIgLjE0OV0KL0RvbWFpbiBbMCAxXQovRnVuY3Rpb25UeXBlIDIKL04gMT4+IDw8L0MwIFsuOTkyIC43OTIgLjE0OV0KL0MxIFsuOTQxIC45NzYgLjEyOV0KL0RvbWFpbiBbMCAxXQovRnVuY3Rpb25UeXBlIDIKL04gMT4+XT4+Ci9FeHRlbmQgW3RydWUgdHJ1ZV0KL0Nvb3JkcyBbMCAxIDAgMF0KL1NoYWRpbmdUeXBlIDIKL0NvbG9yU3BhY2UgL0RldmljZVJHQj4+Pj4KZW5kb2JqCjEwIDAgb2JqCjw8L0ZpbHRlciAvRmxhdGVEZWNvZGUKL0xlbmd0aCA0NTc+PiBzdHJlYW0KeJy9VMFu2zAMvesrdB5ghZRIiQaGHZptvQ3tamC9DkFbYEBTNOn/Y6Rkx12XzcMOjqBIlKjHpyeaIaa+/jxo68IrkyMHjH736J6dbUaUEngaDnfu2zu/172kXlyPzzM9hN7a10vfJocHt7lM/uFYsQq0rij37lrb30NgEgqpNOwOC6urduyT+WmwEXpzS/7jU4V7ywpzahDzoXMM2WC6iCkUsWMd5kposqs5sj4XxP76CCGZORO7GNzmc/Yq53Cvcds1fBehhFISkdrDo3sPIBcAkABiBiACYNauSnFs69N+Upt1JNER1c6jH7e1ul6qa8NJ7RzlhmVnTv5b7RZH5lg1bv7ghx/u03D2rvYAUSb9r76/vNwd9n57c5rujpur4m+2X2w47vaTFpSjgWiCofxZyvq+hSVoMoiFCJip+BCpoNeHVBd9ud8X5zyrmstbzamnIDXDKWBNdRmlR5UHVRbkpWsjFQhkybQuL+2yyA0lhsw5rkxuMVfEMIoirczrX0TL+h1Cv/qDliVeCftTJVmR1pJkY4X/P0a9fj6/MGLCIGyMJGk1aWSmOsbU6lKdjzWOXtc+bjbluc5ZPat+NF/i2v0E7N5mfwplbmRzdHJlYW0KZW5kb2JqCjIgMCBvYmoKPDwvVHlwZSAvUGFnZQovUmVzb3VyY2VzIDw8L1Byb2NTZXQgWy9QREYgL1RleHQgL0ltYWdlQiAvSW1hZ2VDIC9JbWFnZUldCi9FeHRHU3RhdGUgPDwvRzMgMyAwIFIKL0c1IDUgMCBSPj4KL1BhdHRlcm4gPDwvUDcgNyAwIFI+PgovWE9iamVjdCA8PC9YNCA0IDAgUj4+Ci9Gb250IDw8L0Y2IDYgMCBSCi9GOCA4IDAgUgovRjkgOSAwIFI+Pj4+Ci9NZWRpYUJveCBbMCAwIDUyNS4xMiA1MjUuMTJdCi9Db250ZW50cyAxMCAwIFIKL1N0cnVjdFBhcmVudHMgMAovUGFyZW50IDExIDAgUj4+CmVuZG9iagoxMSAwIG9iago8PC9UeXBlIC9QYWdlcwovQ291bnQgMQovS2lkcyBbMiAwIFJdPj4KZW5kb2JqCjEyIDAgb2JqCjw8L1R5cGUgL0NhdGFsb2cKL1BhZ2VzIDExIDAgUj4+CmVuZG9iagoxMyAwIG9iago8PC9MZW5ndGgxIDI0MjMyCi9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggMTI4NzI+PiBzdHJlYW0KeJztfAl8VEXW76m6t/ftdifpPemb9JKQzgJZCIFAOiRhMbIvJphIAkR2CQQQ3AijCAYUXMdlHFBQUWeGJgQm4EJGXEGFEcVxBRV3I4wf4oKk36nqTkwQ38N567zf1E3969R269xTp06dut1pIAAgIYgAYyZk58z79GkZgOixtHZy2ajKsbfN+Rbz8wDMd0yfX9cgnBCvAojDalg3feli+QH3m19ifh2AcuLlDTPnvzj47mwAxzEAxdcz6xobwA4aAM8hNsrMecsvL/PAGwDJeQBy1qwZ85cpcrwpACUzAAxrZtXXzXjzxeN7sO4nbN9/FhZYcjWTAEZ/hXnfrPmLl03oUDUgpxIA7TtvwfS6uO9MeC8Pjkec8+uWNSg2K44CjAthe/mKuvn1rol5WZivxfrLGxY0Lo6kw10A419k9Q2L6hv8R0btxfxnALqnQRDWkA2gALXiXkUu9nBFU+HvcDm1qBVUpxQpCygrEKBHmDiqVIYQyPCo4nDnOJKrGkJaQkAikQgKNqB4go0G0V4CYUEhCIQSAnbFV7p2+F4dATWoI50oK03kLGhBi6gDHaIe9IgGMCAaOZrAiCiBCdGM+BNYwIwYBxbEeIhDTEA8A1aIR7RBAqId8UdwgA1pJziQdoET0c0xEVyISeCO/AAejjIkIiaDBzEFZEQv4vfgg2REP6QgBhC/g1TwIqaBD7EPBBDTOQYhNXIaMiANMZNjFqQjZkMQsS9kIvZD/BZyIAsxF7IR86Bv5BTkc+wP/RALIBdxAORF/gsKOQ6EfMRBHIugP+JgKEAcAgMQi6Ew8g3OxkDEEhiEOBSKEEsR/wllMBixHIYgDoPiyEkYDiHEEVCCOBKGIl7EsQJKES+GMsRRMCxyAkZzHAPDEcfCCMRxMDLyNYznOAEuQpwIFZEOmASjECdzvARGI1bCmMhXUAVjEacgdsClMA7papiAWAMTES/jOBUmRb6EWpiMWAeXIE5D/AKmQxXiDJiCWA+XIl4O1ZHPYSbHWVCDOBsui3wGc6AW6bkc50Ed4nyYhuVXwHTEBRwbYEbkU1gI9YiLYCZiI8fFMCvyCSyB2YhLYQ7ilYgfwzKYi7gc5iNeBVcgXs3xGliAeC00IF4HCyPHYQXHJmhEXAmLEX8HSyIfwfWwFPEGjqvgysiHcCMsQ1wNyxHXwFWIN8HVkQ+gGa5BXAvXYsk6xA/gZrgO8RZYgbgeViJuQDwGt8LvEG+D6xFvhxsiR+EOjnfCKsS7YDXi72EN1t6NeBTugZsQ74XmyPtwH6xF/AOsQ7yf4x/hFsSNsB5xE2xAfADxPXgQbkXcDLchboHbER+COyLvwsNwZ+QdeATuQtwKv0d8lONjcDfi43AP4p/gPsQ/c/wL/AFxG9yPGIY/Im5HfBtaYCPiDtiE2AoPRt6CnbA58g/YxfGvsAWxDR5C3A0PI+7h+ARsRXwSHo28CU/BY4hPc9wLjyO2w58Q/wZ/RnwG/oK4D7ZFjsCzEEZ8DrZH3oDnOb4ALYgvwo7I6/AStCLuh52IB2AX4svwV8RXoA3xVdiNeJDjIdiD+Hd4EvE1eCpyGA4jvgavw9OIb8BexCPQHvk7vMnxH/AM4luwD/FteBbxHY7vwnOI78HziO/DC5FDcJTjMXgpchA+gP2IH8IBxI84HoeXET+GVxA/gVcRP4VDkVfhM46fw98Rv4DXIq/Al3AY8SuOHfA64tdwJPIynIA3EU9y/Cf8A/EbeAvxv+BtxFMcv4V3IwfgNLyH+B28j/g94n74AY4i/gjHEM/AB4g/cTwLH0Vegk44jhiBjxH/Y9P/99v0f/6b2/QvL9imf/4rNv3zX9j0z37Fpn/6C5v+yQXY9OPdNn1RL5v+0a/Y9I+4Tf/oFzb9Q27TP+xh0z/kNv1DbtM/7GHTP/iFTT/GbfoxbtOP/Rva9Lf+L9n01/9j0/9j0//tbPq/u5/+72vTf81P/49N/49NP79Nf/H/A5sOQGNvc+IRCU9FXEWA1lfCEi1a2FK0K2PQbkzH9TwbV+QS1LpH2budHnV1vO4KXKO8LvLRea7puCoI/GpQ7AEHRqfiEXCIAdwJAFc44OrHtHN25DNWz1L6BTZui0VAjf4zmY2auxeeISex1zbUvlbUExva0D/gur8DV64SbdmLuGrH46XA8juII9KKFv4BfMIHUGtsaP2uQ321EjvanxWwSjiMvVbhfpaCtnks2qKbycWRJWgFj4rXo6W/GJ+0gTRFKiO3RG6LbMF1tlt4ke+FTpTSdJz1rxX/wJWXiT3uxNV8lNym2Ym2/hK0N7uF+1FK9wo1IonMxN1MwN3rSuRBREm+QtppEO9eD58SO7lGKMW7bI6EI89iKzda31loE/aQfDKcJiuqI6NQV6w4xjK86z24Onfh1YZr7G2iV5yMbMH9wIH72kh8nlZ4lbQLnWdXdhYzQaOU+uAeNRKf62lcV4eIl/yNLlDoFTmKkOIqXCnxuONNQm4fwZ6fkO/odXitEJ4Xh0WG4u6+Cu0ZShtX5wfESbLJGDKZ9qEL6B+FRegfZGDffmj/Z6O878a7v0+CZBfV04PCZvFx8YwysfNYxIgzEkDLdj/8jRjwSWXSSH5HjpCPaCmdSu+jHwp3iI+Kr6nq8Kkvw13hZrRS3xELGUDGkUvJLHINWU1uJfeQV8gh8hktoRPpXHpCmCUsFJ4Sh+I1QWwUr1fcqFir/KyzsvPZzr93fhfJidyI++A1aOtvxTn5Iz7ZbrQRb+F1FD4kCqIjRrxkkkwmkavxuo7cTB4kW8mjpBVHOUQ+JJ+Tb8i35AzFJUOV1EWTaQpeXrqIXknvoH+gB/E6RL+iPwg2IUUICvlCkVAlLECuVgsb8NopfCA6xYNiBOWco7hLsVGxVfG44hnFSaVe9Tt0rF7+afPZ9LPvd0Lnms67Ols6W3HnSMA5dKIUPOhBjMNVVoe75jLcMR5CPT9M9Cg7J0knQ8jFKJmpZA5ZSJahJG8g95KHOO9/IU+ilN4kJ5BnA3VznrNoPh1Kx+B1Ga2nC+kGehttpUfoj4JK0AkmIUFIF4YLNUK9sFhYLtwlhIWXhfeED4XTwk94RUSt6BFTxIAYFIeLU8Ul4h/FT8VPFdWKA4qPlVrlfOWNyjblP1X9VUNUY1XjVDWq9apdqtfVtaid+3DH+GvPNU+OCSuFcmEn3EJzRQd9lb6K+jwVZgijKGoq3UrW0GtJK/UplikH0UFkNJwUAyjr5+lGepoOEkaRCjIB5tB+0bsp48XHMCkS90GH+CQ+26t452VKPbmOnlDqoYUALcQxnxP6ikHhALwtHCUq8QF4R9QSG+mgjwhjUQueEocoKiFZ+AP8RVhIroWdtBxAe0a9DvV4NHkM7cJEkkO+FyIg0NGoRQUC8xnm0n+g9b4S/YPfkxniTPQBcsk1aPMfxlXRR3GFMl2ZQF6is8VmGkdagYqP4tMVEh8RFPFwA6kR7lWeoG+hZT0oauF94U/I/UH6F2GUeFIxnszCFXAteiELIythuaJSfI3MBIFMBr/I/IhrhBwxGVP0Z9DaZKOU7WjJ2qBEGIUldtSci1EvJqGFuBevu9FOMPs+G9f4JWjFXoVW5UTaBjMVRoJWB0A80DkefbeH0SuYiZ7Tbej5vo7+yTV4x624n62HrWRV59W4CyThynmfXKwYRg8qhkUyaTN9i06gd/WeX5S2n9hxp/sCvQqAIYonoFl8E/eL4sg63NMT0B9PQc6moS97HJ/yaxxhhNAOuZ2j6fbIMKEBn/co+p+PRDxEix7fPNxrnoSHVAqoUwVxjsPkNXzeq6Gejo8sFuo7Z6Mc1qMUQiitJWh/bgqVTppYEioeMrho0MDCAQX5ebk5/fpmZ2VmBNP7pKUG/D5vSrLsSUp0u5wOu82aEB9nMUsmo0Gv02rUKqVCFCiBjHLvsFo5HKgNiwHviBGZLO+tw4K6HgW1YRmLhvVuE5ZreTO5d8sQtrz8nJahaMtQd0siyUVQlJkhl3vl8CtlXrmNTBlXifTNZd4qOdzB6VGc3sBpA9LJydhBLrfPKpPDpFYuDw9bOqu5vLYMb7ddpy31ltZrMzNgu1aHpA6psM3bsJ3YhhBOUFv5wO0U1AZkKuz0lpWHHd4yxkFY8JfXzQiPHVdZXuZKTq7KzAiT0uneaWHwDg2bgrwJlPJhwsrSsIoPI89mTwNr5e0Z7c3r2iSYVhvUz/DOqKuuDAt1VWwMcxDHLQvbrjpu/zmLN7eUVq7uWesSmsvts2WWbW5eLYc3javsWZvMsKoK74F9qX9YbfMwHHodCrFigoyj0VVVlWGyCoeU2ZOwp4o+X723nJXUzpHDGu9Q76zmObU4Nc7mMIxfntzidIZ2o0vuLJebJ1Z6k8PFLm9VXZl7ezw0j1++wxGSHb1rMjO2S+aoYLcbTTFCb+hJ1HfXcYo3Z1TF+G7JEsaRdyQqRFieLiMnlV58pgEM6gdA8/QB2AxDFcFe4Rk4I7PDmtLaZmkgK2f9wwq/5JWbvwXUAG/HV71L6mIlSr/0LTCS6Um3qmF9Fx0OBsPp6UxFVKU4p8jjEJ7Pz8xY2ka93gZJxgTFB2NRtnVVA7NR/MnJbILXtoVgGmbCTeMqo3kZprlaIJQdrArTWlbT3lWTMInVNHXVdHev9aImt3J3MSGsDnT/mSRrXPmsgWFi/e9U10frKyZ4K8ZNqZTLm2tjsq2Y2CsXrR/QXRejwnGllYKLxijqEngtKmV1d2OWqdSHRT/+KblSz2hTqVEreQmRh4Wl2hFRrNImJ19gp7bISdaLJz93i7EZHhjsnR/UK9+LPX2zgAzjVlkxcUpzs7ZXHapadMCRsQQ1HiZWJsulYZiEK9OPf22R9gEsVrnCIRRZKWuA+hctimV7NXTF6CoMTDszM4ahoWtuHuaVhzXXNte1RZqmeWXJ27ybPkOfaW4or+1SnLbInrWu8LB1VSirWWQgLgoKQ7d7yZpx20NkzYQplbslPGesmVjZQgktrR1axQRJSydW9pw9viSqMvmGI6APSsHMPn7m55qE/4VXyy8vOhyvD6KX2P/XL8VG5S2qWapZ6uGx629dl2aLdpVuJl5fGJ42jjV5/k9cko1tzewsQNdnpkw2TjUVfat2qbkAH/woNZ2l+8SGDT9uOztTAjX7PoSm++xGeUe8UL4qgGRzstmPQNCx+EkW2n8KKfDQKYvtbITLI58qlioOQyIc3jmdzkmkpC3yWatOp5yER/XPQlMZJUOOYTp6FIsTm+CGxA1wr+Jx4SHDbqHV8ILhEBxP/K9Es9GSaE5MFNKVaeZ0t+wZbpgcf0nCZMcsxdzEqy1rLfcK9xjvdW8lW+hW8xvGOPRtnFK85BRpW+T9lrRCHLM9lJlWKJmAiK64JL3gShI1UsB0EQRkQojTYwvIaqLWM27UjqTp1fbgaOlUsGZUx2jpNOKpDijuKO4w2wr79SXBYE3NQqgJBskiYlOK3hQfzc+z+HJzRJsqEPCmKGlCvMWam9NfbH1mcOe+jzs637xvGyl95l2SMWhv7jO3P/pR9fxPbtz8IaX9Tpz5G7nitY/JpO3HDmRuuu3BzhO3PtH5efOTTHJ3oz9rwjOvRI9vp0zhd4M6cjqk0+vpJLXRYKaT8Om+bmWEAolQGqP0FlatMOkFnC6q1uiMoNZQrU4pSXSSTjIYENsiP+5irXQSTsEnrawGie9bTSZO/NTKWkF2MBh8hQMUF7e3S4cOtZsttsJgkEsgCK7tSsZUyKOSmdSUHAWOIkcFR3Vb5JuQl1GUS1dQ6vVIGxlq9Ay1HFWMA4OBd/g+5GFUQEH0staSZ+Kg0AtAjDpQqwnVsgdnd+MEv8kTdDJYUFaTQwbgAwEfCLpuC4Q9y6nsU8h6cVFxUVH0YWqiT8MDcHSFVgA1qeOpSy0u1d+ofxFFqR+pH2kS+oh+Q4axUrhUXGpYZlxtUOuoQl1o6G8cQyuEMlVIPcow1Ki9m94j3KW6S71VeESltFCT0dhXQeMVCqrWGwx9FWok1frxpvEkRChVqzVanc5gMBolNk+1liYLteyhW8FA+rUoZHUb6RfS6jVaOaRfoSO6PfiQRqLDGtpGdCGNiYBsapCI1EYn/1VW1CqaFIKijW7dYR5UZQ86pFM1p2qK7GeLpA6nQ+pA2tmdOV4D9mIUg9TjckodHasVWcHV1z67OsvOkn59oSKsm1ARTkJL+xToI2dQB48AjRwZMGBAFakI67EuDet2gyHy/XajlpXiJseyr+9KLjRmJBca2pAsKDTmFHByZyaWZhZGRV61aGENLKwhNVVVuWhArLb+BSTZ7DUTLzHfjaejS/taHfl4rlU80Tl5W2elYs+Zb24dMfY+4acfh4kHzuSLx87IaOuno415T/E6GMEF+0NjnSYSL8XHu2wulyhKYrzOpnOJj9p2GZ83Cjab3UXlxJB5TNwYW8hZqajUXCJNMk+Nm2Kbap/svMS11nYPlRxJgmBJ0mkSArKKqJjBYotExZebgRMnW9kKQuILrodInOJqhsSPoWSu0M6mRJJoCsi4lJU9FNLh7rIuUfNSczoqCsxwG4MKyawLmpg4CZJzREtCPOU2pkCC3Bww51E0MTCdrCH9D5Bhj7d27tp7sHPP1hdJ4pvvENfyz299tfNNup/MJ/c/0/nQu0c7N+18kUx5uvO7zoMkj7h2EN3tnR8jS9WRT8Uv0S73pQmh1OnCdLFRWCyK/tR8odBdKoxUXZxY7inzDUudIFSpqhMvSbspzujFpcwF4esi/F1EoItI7SKw8elWQ7RxlPB3EYEuAhufDg1jVJoh4KM+IdXf35TnLfOXZ0+RJ3sn+efp5hjmGi+Pr7cv111luMp0rbTE1+i/UWjW3WRoNt0srfJd77/NcJfproSkmDXKTA5YXAGnJtCHBAD6OC1iTr8A1KOSGDKXu25yUZffashMSvUTv8KKZvNUiFsfRVKmJinJKvAZCJothTUYY0kNYaYiuyN6uUKZfp/RoFMkuxOTXHhExBOikvh9KVimVCS5Mp0hphnrncTZYYVMvvNwmywRmYxFV7uBbCBK0kbCobhMNiQbGjm+SBOAPqQPUyijkU7qw1gzsH59nDn4TCRgaYt8xassXHwGTnwfMrE2lolMyxz9pl/KNatm1HFUqA6JbV5csWLbl3S2JnicwSn2RLiZ4dMVEiSrcJ3XLAx2B9TAuIIkiltY//y8QGrAlxoI5Of175+bY7XG9riEeJtVtFnxxKxUonYGqv9qmPritQsemzC2elDnvHGzZ173zR2bf7hRscf050fDDxQOIG9VNl1145n7X+j8r3vIm9IVN18ytLGsfKbXVhcs2Fy/4G8zZr+80rj2lpWXjsnNnZs2aOfSJQcbF3/O3k5fFPlMdItDIA0KaGYoQ2PQpDsMzvQ+hvR0NL4JBa6B6SPTaww16XMMs9Nr+zYbbuxzr/U+56OGhLQuVyOVuRoORj3seCxtl+OJtGcdB9NeS3gvTV1mJUlM1mamBhYLVwauEvltkWOhSYzy2Dz2YEZ6XqFYmDFSHJExWV0VvFw9O7hUv1r/kv4Hww9Bc0GekYhSti/PlpMcb5/aZ0Ef2sedbSw2rjduNEaMio3GbcYTRsGoZ3uskU0yWyNGNnCCJCknGfXMeBiVJhOi0S3Y2uhju+x3xrvdKmCNnNx0lKdqc9yCrk+dVAdKvkn7k31MLWKL8quQjpX6RKYTmD+OD8+JU1wKSLwb0rHhfHwgH9vr2Y19bfTSkDE1BAEpIAf6BrYFFIWot1zbcLEe2cWJfqwsZEjy5vUtbC+kmwpJoY3xVsLuaPPbU7J9e5UHldSjLFZSpZE9qVLP+FHaGT9KPWNGyfdmpZE9rlJigyv7DZBiJjBYsxBVNSihKjK97TjVpY9FZ4Mff8xU+HiwuOPscVTb7K72C6MLtZAvUqbGXH8XYgIL/Uw1ueIW8Cs/L5Wprip1COWabE1IiLfavAFBqTKiz8ZcNmwkFM3YPWfbk8MbR+TPfXsmyS1fs2J5Yth+xaGb1jw2VtLYUp5026Y9u6A6Z/7sWQ8GEq+fNOzxVaNXjo43Gpw+v/aKzMFVC+0L11aE6i7KWnbyzKrBA8h7aW4pbVT2iNpLxwy+EjX6RtRoD/PsIJE0he4jCr3Jp8hXlCsUxZ6wh3o8Ke5c91B3g2eDRzkwrsha5LzYerGzRl1jqDTVWC9zzlHPM8wyXWG9wtnueUv/tu1tx4dxX9m+cnyUeMwT8ThkRbYpO76votgUUlxsGqu4XPF24rfij5JeSjCKSgout1JFtAluo87uO6Qjki6kq9U16URPiLuHXEd19pireJpvdDq247GZ0zFlYsqDxDGuPKwklM3mU7eYmHOBKx+I3OfKFfyUthO0eJtImJwkoocUkzFEQKvYyZUWiZ9CiUy9CFcVIrHexMJUhXBVIcyBYxrGm1rZ0MTOxiXxbAjiSBpeENtOg91atKholHQWS9DY/VzIbSD+mZm+ME1BK7cIFiZ7zblmtGxJNEECb0qqgIYNFQHtHqoKyXykddH2adsWhjq/eerJuTRv0q1L//TQkqV/Uuw5++36Mev3N3ae6DxyP7lr76S1rxw49PwraIbHRj4TOtBeOcmUqN8eyjOuMBGTjoRgLJ5yBBAtbp3K7hZ1xJigUrOnV/GnV+m5UyGxp1dxDX/l9eejlvvZmhwW+/V1hYZr9MTjLo0rtU2Im2Crjau13UfvE+41bJG2OPVqg0M7h84W5iiW6BsMTYaH9Ts1u7Q79XorurIfUcGYMtW0wLTCJJgImpjQ8r7AmKpFtjbAJjgGJ/GYZzLp4Gce3ci6z6jm9inFhc/n0wU9hAAem0J8gkJ8dkbwOXHyORnpTvAdVBGPqlhFVUbuH2lZIxU3r6p+rrxn7UG+6HFWoou/ZlHsOL8bz+3tA6o6Fp0Kdiziz46L3VyYLdUcxz++T+G8VeHBC9c2ekMWtil170ls5oSi7Ykn/vJ253eLPr/pz+96tjlWTFnz2JYb5txCVtn+epAkEu2fCF257QHX3Hn7Dh955ndsj6nAFZmEc5aAK3JCyOYBdwKdJNQoajSTdPXCXMUCTb1OncAsKntAMxKh8YxKdDNMtbyl+DH+tFPsZxno6OcusYxylrjHWaod4911lvnOOvcy5bKE0/S0XQIrMRlstrHWWmuDVbC6TRukTRKVJNHl1qpgD32MPX3XymhHyaLUJJT0nXE4E7YQ+s/v8q3fEHVFlYz4gi9DA2uvSU3PCxuIwenB3A5/II+loRJmsj3EY82VfKqQLz2PTcwYlcAObqho3Dqr3FwBo5Pl5tNk5f6sIymv5/qqCY46e3y0hL7Cae4vcKcVPYrgcT5RNUVnFxYRZo/ZEiM13ByThYu6pivqwsarkq1spkhygBtk4bI9GV/v/rzzBIl/9w1iJD99pm1ZNX3d2bfpOP2AyTdd8yiZbNvcSjxoOPQkrfP9zh8kedueWeTOG0tnPYyztwaPy0VoT9nbiFdCl2n6s+cao9mg2aQJa9o1RzUnNSrQeDQNmibNxljRMU1Eo/VoUI9VIhU0SuE6dNMVSlGrVPkVIG4UN4lhsV08JirbxZMiBVEWD2FOFKP2iE4SmadvY4tX5CZP1LJR8bTBDsDRHZ4TnXyeRGa9tEyu4mj18LEx9e82V2eL8JBdVNzBRcciE96ihcG4/NwEAe3TmtbWVvHLgwfPJIiBM2+ztwOrAYRPUGOt5NpQnEJQxtGtUpv0kfBp3EnhdJwSxzsZKtIZ8pZL5G7pkP2YPWIXZXW8Md5qcStURGk1aA1GvdFnD7GHsYcY87o0/pYgnj2UjrkTZr4J8MfTpfAWzNjr+EYQz54P8z8wpwMpbWxXOB3iq1wXyu2fF9ER/NONtjM1dOb1zwvbT9ppg32TPWxvt4t2geYmWP0E2DZjNvO3Dz92vY+ICTe2n3Dhghh7b/RjyMxGA8rdouhewx1tHPMke00lA/tmhgijbdLpno4tCvpUEfcvepYyZxmPv+y9QHGHGT1iFH/p8pBVadZo1VqVVlBKAbPS6CImrcVFIEiCwfSV7JSGc5drzk3oH/Mm8OCaFzVE5tUPLnmv9oGxkrY1fe6IxkfEwO+3lTeMyrn2bCO98Yr5Jbe9fPZJZnfK0O6k4iwawEHm7kqwsyeJY14rI0zMa21klINXWFRah364coR6srJKPVM5W63OkwZaBlrz7eVShaXCWm6vVlRrxks1lhrrePt8xXzNDGm+Zb51hv1KkqBRKgyXChMVE7WX6ucJ9Yp67Ty91uYWVWa3Thfvc/G938XVgJ1qmYCZbeBWQYqVnuw6657sOuue5L5A7DzMifZQnM+f11dFQCWpZDQy/Y66iIuVj2RmCGmjD/RG9qrJwl1YvueBm88vNz/AnUPQM/0CK5/hEN7SA8UosH5OZo5wUn+eOTRGNadranrMZdc5mr1bKK2uDGkmKCZopimmaURSU8Xf8sRJBThpED28QFz8zzt+2ZabnnuHWK/+cu3Rzo7dLatvbNmxanULjSOptyzt/ODsK1/+jiQRw8sHXv77cwf2I0OrO2eLyTiDFkgi00K36KVMabBUIYnFclimHrmP3puYk5CTODSxQd4gqwfaBrousl3kqlJfqq+2VbvmqOfqZ0vzbXNd7fLh+Pfs7zkPJx2PP550TI7IVq8YlIIJ+eJAaZh4kTRF+lj3ZWKnpDMbceNgLpzSii4cGB2+Q1oiaUPaWm2TVpT5FMp8OrVtkU9COjaRWnss/yN353q+P4u6c1qma17+Jm0xiculuRY/wPk9ty6HTerhsEm9HLbT5zps/EBFLFGHzYMOG+nlsXU5bOe6a9xfMxf29Nbi2HLj6y0hnjLvPtUs9Ji91VsG3jZrzaE5S45ePWV9lvnhpcsef2Rx4/bO2YqnmseNWxe5e3PnmbUXDzx7RtjyyrMH3jiw/01mS1fhUnwe59AML4UGZccRSSReMU8sFSeIl4uLRaXGrNaoNYY4s8YAgprouPBBq0nboCbqFDmOxNEUMzdjuGWfa4K69gtGhMw9TJqSqzw7g3FNZ5aVSyv2noh7XDDaMvzZ3psF2jD0hE4tOo7yYdIpNPPDT2EhSC+tNvJXdjWLSE1uTFDoGrEjD5qkVQ8OmV186WVDhg4ddFl8khh4YOGIgY+kDi+uXXT2dSaFYvRbt6MU+gq20NViSnzKQM1FmjLf5JT6lGs0t2hu8D0c93jGM4JBY3PabX0rMo7YFC46iVIph2jt1epqTbW2WletrzbMUc/RzNHO0c3RzzG0BlpTTewFgq9Pf98UbZVuRmBG2mLvYl+T73btH/S3pf0+486+W7SP6jenbknbEXguYE3repWW0kV4uwhfF8HbMCmldBHeLsLXRSS2Rd4PWZIKp6hT/Xqt6JQDCaIuK9HJ3N4URwYTvsdR7BjjmOrY5jjoUJocHscCx1GH6HGsd1DHUzg3CagX3CMLxbPmEntlK5FDhAKRCPsgo31HvDUv6qkZzXmEZFUnzkukie4ElRg9dHM34ZMuV+CTUBybYNGdpfM4idPnCMXZ83JY92y2SB32KLJ15bAyHXHIrKdDZr0c/LTs4F6ZAw/sLSpfOnbd6S48lE7S2SisRzrbPNhtOMF6IPHFLtYp3cmHSkYfsTanPYcW5zTl0BzmXfqAjwkSVzk5KmU0IoxgDDAi5GBMyD4TX+omzp5JZs1MbD+W2Zgm/lbfxN9lmFKOAimGMWgiHf1iLmTNwlGxRd+BUcJk0ejYYT8YXIi+5M8mgfv+mBZ3LOSHfVz8/NUVS6In/tiBH/fpUGpmklcRnxEwSxYpThKUKQbZBZo0lYsoMhGS4jGbbPS6IMVr0Kv7aF0kLVWjVQZFF3ikRLajB9nr7yjwjwPSgytXroQeBop5YzVxBdaoqUkNpGbR/Lz+Bb94JYYXHiT5thIobjHddPU1y/L9tz9/z5iSAem3Trj2qSnmsL5x9jVzrNZs1w17fz959vPXHnyLDHbPXVRfNthr9+eMXDl6+PI0T3DE1TPt46vHF3jdiXFaX27JNdVTNl7yJ7ZOfZFvaLriHrDBP3aDFnXQG8jTcD8fiSYHerR6g5YIYJU0QZMWNwlBZ5JSIIUYLH49iajU5ZryWlWDqkm1QSUC7tGbVGFVu+qQSslfcMfedJ/iWqRir3P5ATX6OUqMiL37/pFrB9v92S6DlDLmBET9F9UeOgfspP/2y3taMBQmGvoO9MSk46eK2FaNJDPy5txc6SXm9waDfhuTXyDf7M3PNRegJfOa45noqeS8uGjavIwbbtixc2dcMC3pgY3SkPoH6fR1RDWv8+Z1Z28fleFkMroebdkx9h1SMmY3ONnJKMGWR+U4a56JcZtric8LxhGfOs6qJ3FWHRpzM4oJcq1+u405rk7uFdu4P2yzMAHYul+v2bj5tnV7wjbuCduYeeeesE3PZGFjnrCBySNiI+02YhvtZHOUwJxg50knbXBucoadEafo1Ps13RsHnkc0suYQnk5ETdfGoeneODR8ZPaJkZKVno7uFxruBWsoG1sz2tHrcIGLq+OX7i7uIPxdSFF05+CLyClKRoPJQJUqtVKtUKPLK+pdYFCbXcAc3vT0lbgFY9/kfD41qTg5uWZUeCt/SYy0UHzNG5dtHiPpWnXmK8aNu2VQ6x9aR8wfk99Ibzu74+Z+w8dNWL+GFuLhRQAh8rXiM8VhMIEHBpLckHyH5Q7rfc77kh4Wtuq2Gnb3fd3yuvUd5ztJb+Qe6W9sUMtt9PEdyat92Sztm0WynqC1EIQBdFpIGuMjJt8C3wrfCZ/ou0Od04aFOgiuD0aCQvAOsGO+Ra2TWAJCNkuyDuP9pu1IXiPmP0WnQSqdAXpwY4noLIrHmp16x6AdV3GDxT/+HdUhnWJ/XS/RT9WwuJC9TUeLdJxLb2JugT+dePoELH5jgPqTAtaA1q8MOP256fkeKPAjmE3xyeAh7mRi0yDlUCGVl5bjIf0DAzwQZ5CSSaKAkKCzJ4NLgRCdLBLsHdAwkRrS43Mh9tmzLUVkHzqLuTk+S34e9cXZul99nvt6hJ5+mszZ/0LnPc8+23nPiwfInKc3dh5+7BGSsXkzyXj40c7XJl6dtG9t+N0Zu69cFZavTFoypvHOmxumrFEc3td553P7Ou9+4QUya99zZO6+azd3/n3L5s43HnmEBDdvIdmbz0q+a+88vv+GfdNXzE+8aMyWe+65f1b0GwN2jBt0avU5vxtw/qDqptSg7pXn3/FUKkEJ0a+t84yoFJT/45ueG/DGeo3mgvjR9KA00a49uVUpOYdCNKMCEQ89v50fvLFBp+W/Q3Hh/OhA2yvfxcI5/Ij/Aj94Y5Ned0H86HpQ+mjXHkGtjs6i0JVRqMXeEryggINIBv0F8aPvpgyc1vWq1WjUXGL8RmpUgX+NH7yx2WBgX4P5n+ZH8zM/LKNUi71n9IICshJnMl4QP8ZuyoQX79ojaFELdV384FYDSq2i94xeUMBBEswSwAUsTVM3ZQapF38s4KGSS40/mA5VUqVT9pbgBQUcxB5nOdeYnDeYu6k4/ksvUq9ag1HPJcb5MRqMoNarenN8QQFZcdnizzUm5w3x3ZSNHUlY1x7BhLPOJKiMZkygMapN8JsDDpJos14QPwk9+GFfI4vrVStJJi4xVTQjgdak7i3BCwo4iOyyn2vczhts3ZQLHL34Y8GMWmju4sdiNoNO0vSW4AUFZCXZ5bggfuw9+EFvFKy9+bGYe/JjAZ35X+TH73Gfa2zPG1zdlAcSER29auMT4riGcX4SEhJAb9H2luAFBRwk3Sv3NHa/GpK6KS8kI7p71dpsCXxGtdGMDYzxehv85uAByPJ7zzVu5w3J3ZQffNGuPYLTaeOzqI1mnGCyGZy/nZ8UgJw+gXON23mDr5vqA6m9+GPB7XZwiemjGTeYHcbeEryg4Afon9mnp/H91ZDaTWVCei/+WEhKcvEZ5YJOTEoCi8uU+Nv5SQMYmJ1xrrE9b0jvprIhsxd/LMhyIshd/MiyDHGJkvzb+QkClBbknGvczhv6dlMFkAcAmb1q/f4UJuyooP1+P1hT4vy/nZ9+ABWDB5xr3M4b+ndTg2EgYk6v2vT0AJegOZpJB0cgIR1+cygAmFA+pKfx/dVQ1E2VQ0m0a4+QlZUOWRDb1bKyssCdbsv67fwMBqiuKAe4gKU5tJuqgBHRrj1Cbm4W5EJs183NzQVPljP3t/NTBjBjQsW5xu28YUQ3NQFGI5b2qh0wIAdw3qO7yIABAyA5xz3gt/NzEfDve6uGdI6GUgl+3PbjVRL84r9x1yl7FLH/lft/JShegMsvpJ3yMfa9aUwLYXqv/pOh+l8ZV2yEizDeiN7w2Fi+omc9eYF9+vyLPqsxlrGU5eljsAr7F6M8fVh2/b/Cx/+LQfFx7D/G18E3uMjvRxeCov3Ohskog1liIrrI7JCugimsHT/UzIEHYzTBDfXuGE1xV2yO0QJcBhkxWuzRRoGbjDFGK/kuWgKLYDbUwTwYBRNxzHrMN2LJArgCN4B8NCp90Wpmoflbhi1Y6QJYDMuhAVsO7NFbhvFYMhOWsN+gwNKBv3ovGXepUVg6HWsXYP0C1MnFuEn37v/znR/FHjnYsy+aZBl5nIXt5F/wwv6HfgH2aeBYh+XRcbOwpgTvEuVwNo4wC+saY/w2ch6XIs7g5jP2HiOSyn7f8ZdhN0wU0nYE7J5DTwp94BhGKvRpCSZ6dgupQmLLIE+oTfDusCTkmEoyBfZl0myOMuICjNsw7hXYbzhOFZKwXEJcgbEJ4zaMezEewoiHEERWK2NcgHEjxmOsRkgU3C2yRypJFRzY14GzbhJscAJjBKMAHsRsjGMwTsW4HuNGjErejpUswLgC416MJ3lNSLC13JaLvNta1vJkx5x5OTxbF81W1/DsjkuqoumocdG0bGS02cBos3550eKsodE0NSOaWvw5TSzVGnLaS6yCFR/Siow3IBL6LJgIQW9xk5AAYYxUUMZKQoJlhy+Qs3GvIAIRqEBwkjyRdoG0GMw5JVoaoSdwv/PQr2lHtIZ27DCaczaWXEQ/hG0Y92IU6Id4fUA/gBX0GJM5YjHGjRj3YjyI8QRGJT2G11G83qfvg4m+B9kYizFOxbgR416MJzCq6HuIEn2XrVqOjC7GSOm7iBJ9Bx/rHUQTfRupt+nbyNrhloLCnN2cCGbHCI8/RthcMcJizWmjr7X80Ac1KoAzjRr1hJACQyBXSGnx9/O0CfaWotmeNvrRDjno2VTSl74OYYxoIRAljDLGsRhrMTZgVCJ1BKkj0IRxA8ZNGMMYUcsQJYwy3Y/xZYxHoC/GEMaxGNX0UAsO00YPtgSGekqs9FX6AroqHvoKfZGnL9PneXqAPsfTlzBNwnQ/fb4lyQMlOqwH7CNhKmGajfUK+rcdPosnUmKme1F2HsRsjMUYx2CcinE9RiXdS1NaZngseJMnYD8eqD20BT7n6cPwoBpCczyhQCkqoMwgMHAwUggb5Y0BGgrcdQ9mGQRuuQ0pBoEb1iHFIHDVSqQYBOYtRYpBYMYcpBgEpkxFikFgzESkENroH//qS/UUjJlL5BITvRKldCVK6UqU0pUg0ivZBT+IjLf7WtLTUWL3hoJ90j1Ne0jTk6RpPGl6kDTVk6brSNNK0lREmi4jTUHS5CZNSaQpRJqeIANQFE0k1NorWxiyk6b9pOnPpKmRNAVIk580+UiTTApCbTS5ZWQuT8p5sqOELTpMBw9B62OiySjRZNT5ZLQJexEPYozwXAgbySnRxo4klqbsSC+O5rMG5iwoGUH3Ycd9OA374ChGESdoH6rRPrzJPryBCbEY41SM7RhPYIxgVGLrFGR8PUcTYjbGYoxTMa7AeAKjkrNzAiOFBTEWt3HGsmNMj2E5ug8v9sMQyTQ5lCi5paA0QljvJqYkMiYpkkQLwMp8OYtZbW4jhl3fGb7/zgCaEg29ha7H87mHboil61t+SPS0kbtbAk94ShLI7yFJRK0jhRAgfkwHQCPP54NbzdI8cNPHMc1pcU/GbqaWQIZnDzGyXrs8P7iPez53t1EkP3M/4XlTbhNJi+cNLHl8l+d1902el7Lb1FjyZKCNYLJH5k13uwd4/ryfN12JFfe2eK5jyS7Pte7hnrluXlEfrbisEXMhk2d8YIpnBN6vzD3NE2rEe+7yFLsv8xRFW+WzPrs8fZGFYJRMR2b7uPmg3iR+w0kFbWRWKEN1l6pSNUbVX5WjylAlqzyqRJVLFa+2qCW1Ua1Xa9VqtVItqqka1PHsq/pB5s3GK7lTqxQZipyWKEPmiDCjR9QUXeFwnFBBKyYMJRXh9ulQMU0On57gbSPacVPCCu9QErZUQMXEoeEBwYo2VWR8uCBYEVaNvbRyOyG3VGFpmK5pIzCxso1EWNEqF/t/9d1AiHnVzS6Wpq26uaoK7NalxfZiyxBz4bCy80BtDHt8tmPvRSeG76qYUBl+LLEqnMOISGJVRfh29g/tu8k35GR52W7yT5ZUVe4WhpBvysezcmFIWVVVRRuZzNuBTP6J7VBj/snbqXFjZu1AVidF290bbefH/tjOxxJsp9GAn7fzazS8nUhYu+2NvvKy7T4fb2OToZG3abTJPdvs92Mbv5+3sTbBft5mv7WJtQkP4U3cbmyS5OZNiBPcvImbOHmTyT83yY41uam7yU18JIH83MYdbWM41tXGcAzbBC801A8NBsmOQVXTq9mPAdR6y+sx1obXLp1lDzdNk+Xt06tivxIQqJ02fRZL6+rDVd76svB0b5m8fVD1eaqrWfUgb9l2qC6fWLm9OlRf1jIoNKjcW1dWtWP42LyCXmPd1D1W3tjz3Gwsu1keG2t4wXmqC1j1cDZWARurgI01PDScjwVcx8dWblfD0KrS6mi6g+q0qK+1ruSqoVapYQhX3kHJ9utce9Bb2Qq6YFVY7x0aNmBkVZklmSWsCtcUqzKyX3yIVdmvG5Ts2kO2xqokLDZ7h0Jw8ZLGJWAvn10W/WvEgEWLlzCBRzHY+GsB68rDobqyxsV4Pg+nT6gIF4+bUrldpcLSWvZI4YFdZTpdeVukPVqYhYUDWaEgdDdkZUWsTKOJNfzl/C+JpfyfFpvoEztIKImgm10lhJMqJlI0BRNj/1q/B30ptj00VuEDNpIgaey6R4ztrv8gDQJ75q64eEmMislicSyN9sQujV0i6Q5MWMFuiS3GG8J/AyIgkK4KZW5kc3RyZWFtCmVuZG9iagoxNCAwIG9iago8PC9UeXBlIC9Gb250RGVzY3JpcHRvcgovRm9udE5hbWUgL0FyaWFsTVQKL0ZsYWdzIDEyCi9Bc2NlbnQgOTA1LjI3MzQ0Ci9EZXNjZW50IDIxMS45MTQwNgovU3RlbVYgODcuODkwNjI1Ci9DYXBIZWlnaHQgNzE2LjMwODU5Ci9JdGFsaWNBbmdsZSAwCi9Gb250QkJveCBbLTY2NC41NTA3OCAtMzI0LjcwNzAzIDIwMDAgMTAwNS44NTkzOF0KL0ZvbnRGaWxlMiAxMyAwIFI+PgplbmRvYmoKMTUgMCBvYmoKPDwvVHlwZSAvRm9udAovRm9udERlc2NyaXB0b3IgMTQgMCBSCi9CYXNlRm9udCAvQXJpYWxNVAovU3VidHlwZSAvQ0lERm9udFR5cGUyCi9DSURUb0dJRE1hcCAvSWRlbnRpdHkKL0NJRFN5c3RlbUluZm8gPDwvUmVnaXN0cnkgKEFkb2JlKQovT3JkZXJpbmcgKElkZW50aXR5KQovU3VwcGxlbWVudCAwPj4KL1cgWzAgWzc1MCAwIDAgMjc3LjgzMjAzXSAzOCBbNzIyLjE2Nzk3XSA0OCBbODMzLjAwNzgxIDAgNzc3LjgzMjAzIDAgMCAwIDY2Ni45OTIxOV0gNjggNjkgNTU2LjE1MjM0IDcwIFs1MDAgMCA1NTYuMTUyMzQgMCAwIDAgMjIyLjE2Nzk3XSA4MSA4MyA1NTYuMTUyMzQgODUgWzMzMy4wMDc4MSA1MDAgMjc3LjgzMjAzIDU1Ni4xNTIzNF0gMTM5IFs3MzYuODE2NDFdXQovRFcgMD4+CmVuZG9iagoxNiAwIG9iago8PC9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggMjk2Pj4gc3RyZWFtCnicXZHNasMwDMfvfgodu0PJd9dCCHTtCjnsg2V7gMRWOsPiGMc95O3nSG0HM9jwk/SXZCk61MfaaA/Ruxtlgx56bZTDabw4idDhWRuRpKC09FeiVw6tFVEQN/PkcahNP4qyBIg+gnfybobVXo0dPojozSl02pxh9XVoAjcXa39wQOMhFlUFCvuQ6aW1r+2AEJFsXavg135eB81fxOdsEVLihLuRo8LJthJda84oyjicCspTOJVAo/75t6zqevndOorOQnQcp3G1ULohyjOiLGY6MqVMJyaOLDgy3xJtCqYD045o+0S031E/18rZrY9723nO6TnvJiFtkdyqkPGZjQUbueZjes3LmZYvL6u5z1NenAujpP3RDJfpaYP3FdvRLqrl/gKexJf0CmVuZHN0cmVhbQplbmRvYmoKNiAwIG9iago8PC9UeXBlIC9Gb250Ci9TdWJ0eXBlIC9UeXBlMAovQmFzZUZvbnQgL0FyaWFsTVQKL0VuY29kaW5nIC9JZGVudGl0eS1ICi9EZXNjZW5kYW50Rm9udHMgWzE1IDAgUl0KL1RvVW5pY29kZSAxNiAwIFI+PgplbmRvYmoKMTcgMCBvYmoKPDwvTGVuZ3RoMSA2ODQ4Ci9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggNDQ1OD4+IHN0cmVhbQp4nJWYC1hU1drH371nzzBXZgaGAUGYGUZMGGCQyyCIzigXgVFRLh5QUUBUJA0SMjRP0sVULNTsYmZlWfl1+XJERTBN0jJP5Smz092ym+XJW2V2E/b5rw2Ugef5nm/B/u211n/tPe9697vW2msTR0QGQCAqKHIm5l/eXEzEaVFbMS1rUmnj98sXobyQSH5qzqLKeppHLxH5TYSeMWdJo3XiE+N4lFejzaZ59fMXbb33udNEKisRnz6/sqGegklFpJnJfmX+wqXzxKfeegDlD4gUFTXVi5q4PVf+ThQwiki2sGZuZfW7gWMSoW9Fe1cNKvTPq7YQBT2J8rCaRY1N5ptljSgfRXnWwro5lfJLfrBXA/soeVFlUz3/EP8mkXkEytYbKhfNDbUnV6GcC/um19c1NIoF1EQUzO5nrV88t15Zf8GD8iuw9wrxgpFbT3JSyjfLk3BFVO9ZtpWa+O1K4jUKQSYXBB6+Iua3P9KkIquVPBRPKYqInjJ6XanhXrAS9xjThHL5cfZr0hUccSyRln5RiqQkpdgD/6hBtUQNaUAtaUEd6cRu8id/UE960CDRSEYwgALEKxRIgaCJgsAgiWYyg8EULP5OIRQCDqFQMJTCwDCJQ2mo+BuFUzgYQRGghaygVaKNbOKvFEmRoJ3s4DCKAqNoODgc/IWuo+vAETQCjKZoMIYcoAP8mWIpFoyjODCe4kEnJYAJNFK8TCMlJlIimERJYDIlgynkEn8il8RUSgVH0SgwjdLAdBotXqLRlAFm0BhwjMSxNBZ0k1v8EU9gHDhO4ngaD2ZSJphFWeIPlE05YA5NACdIzKVcMI/yxO8pn/JBL00EJ9IkcJLEyTRZvEgFVABOoangVCoEC8ELVERFYDEVgyVUAk6jv4F/o1LxPJVKLKMycDpNB2fQTHAmlYtnqVziLJoFzqbZYAVVgJVUJX5HVRLn0BywmqrBuTQXnEfzxX/TfKoBayQuoAVgLdWC19P14hlaSIvARRJvoBvAOqoD66le/JZupMXgYokN1AA2UiN4E90kfkNLaAl4MzWBTRKX0lJwGS0TT9MtdAu4nP4O/l3irXQruIJWiF9TMzWDt9Ht4O10B3iHxDvpTvErWkkrwbvoLnAVrQZXS1xDa8QvqYVawLW0Fryb7gHvoVawFfyC1tE6cD2tBzfQBvBe2ghuBD+n++g+8H66H3yAHgAfpE3gJnpIPEUPSdxMD4MPS9xCW8BH6FHxM3pU4mO0Fdwq8XF6HHyCtomf0jZ6EnxS4lP0NPi0xO20XTxJ/0PPgM9IfJaeA5+T+Dw9L35C/0svgC/QDnAH+UCfxJ20U/yY2qgN3EW7wd20B9xD7WA7+BHtpb1gB3WCnbQP3Ecvgi+CH9J+2g8eoAPgS3QQPEhdYBe9LH5AL0s8RIfAw/QK+Aq9Cr4Kvk9H6Aj4Gr0GHqWj4D/odfB1ekN8j96gN8E3JR6jY+A/6S3wLXpb/Be9LfE4HQffoXfAE3QCfJf+JeKQ+B69D74v8QP6APyQPhJP0Ef0MfgxfQJ+IvEknQQ/pU/Fd+gzOgWekvg5fQF+IfFL+lI8Tl/R1+DXdBo8Td+A30j8lr4V36YzdAb8N30HfifxLJ0Fz9E58S06T+fBC3QRvEjfg9/TD+AP4D/pR/oRvESXwJ/oMniZfgZ/Bo/RL/QL+Cv9Cv5Gv4O/0xXxTbpC3WA39YA9EkUSQTa/y6R5Xov1NAFnzPCE9RGzYAKliGJfLlEUxS/Z35+riCJCYZJflB8XlgvlspOY6Un8Rvy8p6mnuqdMdh/mZ0JkP4tYOIIn0p/24ymztATR1IVnd3W6DaPiaTzJj9D3/rQJ0f4covDqtF6qfRJR/AKicR8ihjAuN6D2KcTxn6kOY3Ydxs9WOsGF99Ud5k1crwVnSMsf5xq4VqwzsZhvZ2JmuRVjvY2OchNRNwZ1U1C7GHPKvajtpKM0OI3B7FmOmewGjJFOxDFLMagtxgxYK9X1phsxG63BON2O8VCH/CrYu/ka97uNt/E2zG5f48rXufv5I+jRdlqpMGG1JazKFrY6S74lzBbUU411hmRV/CX+CX4D7eBraaInqKQ41ZXojI+LHR5lMQUGGHVaucDHWn2yqGx7tr2ypsWaXWNtsWdVZMXFegtLs7PCbLayuFgrqrOsPq7Cmu3LWVIT0pLNGvgCHD4+KpsdtT7P2gpk7Fk2mw1K4J9Kh9h191WSdYHPU+mjtdadsV0td3cYqKrCoa22V1fOLPXJKvFbOwnG1BSXMpvYUVFj9Qm4WkIYavpMZFpNBWjPwlXXrEe1KrN0la0rzBeAc7bP6PBNQIsJy74Kk7VkhyywsmJLyyqrb+vU0qtVG2NZWVnIX9yQY8+paGnJsVtzWipaKjvE5iq71WBv2en1ttRnV1h9NKXUx6F+39owX87dZT5DRQ2Xji6zfuQUlrrDbEbcxWZj/V3b4aEqFHzNU0t7y1aqCmsjj9NR5uMrmNLVrwSVMKW5X/nj8gq75OvMUlkYjxt7i+zeqdNLrdktFX0G99WM6i3t5Gn8Tju3eupOD7e6aHppJwamdXVxaRvP8ZkV48uYG/nM4tKrr8LBrpUiUCaNfwNxGPsylC3/599o/GFm5yr5IH6bLEGaIeT8ukcu7dg/W5/xE4UppRs/e2tWNDsfOvzct1c03Rs1G5WspUqabVjiWdGPFMwGPzLtVeCtlR3OYyePSRiZYDPajFEAh1a/NcsxueFMyLB5rBs4i5EuI2s7P41TUhzXIX7rUev1fImTc3M85yx3nCP3OdzHbkzizl64gNY81vLPhXXyC3iTtdMqT6SLS9Mka0cHjA5Jjsjm8jRZWm+ANyQrQhuUp+JteTK1vkO81K7V8iV6G3WIF3ez+yNzyROm0SAXwiR6NEofZYniw7SsFGZToKEnkLVUGFQqUMvaKjYNM1x2OBznHOV9Z1jH7CvnDLzNyhsNATZrAOdypSQPv274cHukwk+hCDKZg83mpESXsO73nl96Lv38G6fitD/3/GofMmSYfensWbcMixxiHmZbWj1rOX+mp65nDbeca+Hu4W7pWXFlz9SPN286NXnS5MkF+edbt7xTNLlwMvPd45hXNsgv4n36c8/UKZYKCy+XKYxmWZBxmHG0fJQuxd8d7o5Is3jlubps/4Lwgog8y2xZOXYKM1TTjLOHzAorHzo7fHZEraxaMddYFVQXUc83GleErhi6IiJKhsewW6tVlPDsebhZjvQGfZzSOTRB79Er9B7Jmx6tTlGi12vyA3neks8pLbzSZtYyn5m1zGdmgfnMzDw9hF1gNrM7mc3WRyP1kZZI3mDgH7IZLic6yxkcLJ0LSCN3d6L7XBLK5SMTAK7cZktxuVIlpzKP2lFKShSCTMy57N8mbLhiWHBiRlfrQ2tmvDtXPeFc3dec4Ii5boH3+q/myGzHp+8u2/fxisY7POPfsaefPFCycfzYprwFrxbDj9sRS8vhxzHU4WnVaOTOUE2QM1oz3BmdkaFJMY2MTHbma7JNmZGZzmlcmbxMU+Ks1cxz1mY0aZY4G1NuyQhNTs9K50enw79cnDGOj4uLzreoRvJ6nUXH63TGfJXabkuVoipV0OlABfNCakS82SaLj0hPFbSyUKbKtKxettWtd1vcvHbzWMPpcsNph8MYnGY453Qy/7CxkOQsdweksZOzOy2tnIWe2dzrC3vk8OtSkqRQS/0jBO0pKP4Zjr3OYwHJrgkymwX/hLH5md43li6/OElfcvp6d2tsfFxSXFxz/vScTXviox1VY2e/N5v5dNHTmbn5O25OWM4fc9w+f96z7pzM0fbjo/JjomNrp05ZEGEJfnrFMtfU0FBT1tjj9tEjYhNWz1jeGeKvTMKYnYR43YX1UI095ymPTdCZdMN0ybosXb1OoQ1hPdfqcvEstQo/lS6Pk2N9YkGjKJHLZX4ymdKtLlDzmBkset5PKyCkdjOfIfOjx581E6xqlU5RoOAwhXzl0bDA49SsCcq/7WZ+R+a8J5G15Ti9wqJwK2SK4QjBEgUvDfOQq4a59LgUklmK3sB0lCdJmfKAtKSkcw4HXO8sJzcehdOR0Z0YkJY2MoFbZegWuhxcOWc32o22FC7JmGQzcsKuk13dqfzxjpM9c7oPctt6yrltp2W5VxbzW7sr2Fh+ETG4Er6JoQc9Y9TKUKVDOUaZYhxj9iqzjNOVxdG1ymVKbXh4aB6bojxRsihbfpQigterLfCJ2j9fobZGWgvCufAO8awnnvUg3Mx6EO7POh5uYP0IN9nIGq4iSaDHYvWxllhe9bCjN8qMaSzIpA6ec/4ZZc7y7kQnC7H/Hl+IKaMtyGbsDyth5cTxua/dseyLyf6Fn9ROWJkcG5fiTL5/Zum20bLm7nGO6bal7ROnlHIf1rw0LsebNOxEct6IREdTwaRa63BLiJYXd/Q0CkJ0cuoL0lpGNFSlUg1862LrjR8SqdXqgZrQryEI/quGBzxYw5s0Eul0uoGavF/z9/cfrKlIxWzU6/WDNTUzUU0Gg2GgpujXjEbjYE3DzNdQQEDAQM2vXwsMDBysaVnXtGQymQZrOtY1HQUFBQ3UlP2a2WwerPmzbvtTcHDwYE3Puq2nkJCQgZqqXwsLCxuoqdkXJtbv8PDwgZqGfXdi/bZarQM1dIx1zUR4/RmsBbGuBVFUVNRATce+UzEbY2JiBmp69sWK2RgfHz9QM7IvWMzGxMTEgVoA+5bFbHS5XAM1E/u2hUTp6ekDNRjITIyizMzMgVoI+7qFRF6vd6AWhl1dAhIVFRUN1CIohVKQaObMmQM1G6UzM9Kpurp6oDaMPORBkr41KjU9hXBj7BWN6KfZ+Nevj0hm5aCq/3/iz7C3PgwMM3ZXvWe2x5qEXVbv984hNB+Rej1GDnundWK3RryaO9q35/Wj6SwnsAmhmrb05TlEaGtfnke+uS8vo3nYF/bmhavayFFLfXmFVD+N5mLf2EALsNe7Ac81RdpDj8ROchLq5kCrg1qH+zXCm72tq6kSbSvRuhDl+XQTLURp8R/6te5mpRHXuGP0gDv89f7P4KpE9uzJhdzgq62UidxiqpdYiZre342HMg53XChZuIB9z4PW0Gdvg/QbS8Bqipe8ISVxIvt2PTh1UjEW5Ii26ESXoc3a5mmb0lbf1ty2tc3X9nbbqTZ1V9vFNp6t2fV7gkNclixOP80yjS8omV3C1xVzjxXvKOanFgULhUVmoagwSMjPKxRy8lKFCXmJQi6OvJQ0IcOdKIxxjxHGum1CpjtcGO8uFMbh8OBwpyQKiUnVQlJKspCSXCwkp0QIbyefSr6YjFfV87t2R+W6OsRTu3Yb7C62yut2q/Su3aG5wpJdd+2CWRd37ZJa/OYRd6mGuXaZcoU1qwOF+oX1Tbx+y2eP8p5HzENcni3mMJfnwWDkHggOc921MtCiv1O/Ut+qX6dfb7nT0mpZ52xtXtm8et2G9SvXr1q/Wu+5XWVw6RdbFvOeG1Val34RZz3KWV/j3EcuHOGtr3pe5amKoypDFe+p3FrJ62dwcSajEGuKEhymNCHGFChEm4IEiylCsFkzBaspQ/hHaLYQGjZBCAvNEEJN7CU3TQiEuQGmUMGIo97EeUzjMl16/xgLKTjdYa9Fe8hrUXd5LSoc8v1ei3DAa5F1ei38Pq+Fa/daaK/XcvhQjKXrYIzlgGfafptlX6fNsrfdZjl0+BXdwa6XdfsPvKTt3Peitn1vh9awv3k/7+ls7uT17e72gvYV7YK+3YlsHbIH299qF9uVahVeWnW8XOBlPPaA/BQ518GJnC/AS97i8b5ADuei8TtViQ6vr7pw/Mp77gn3PYANu685vKxDiTbYj/u41jKf0lvUl5VmPUdDY0OD4xrJJ8v2KbJrKn0Ke1YDK/izgr89CxmfnuX19iwH5zNl1/hMyA26SUN/cjT0ib0/JIFuutZvMlsaQYfjP2vWCo0KZW5kc3RyZWFtCmVuZG9iagoxOCAwIG9iago8PC9UeXBlIC9Gb250RGVzY3JpcHRvcgovRm9udE5hbWUgL1ZlcmRhbmEKL0ZsYWdzIDEyCi9Bc2NlbnQgMTAwNS4zNzEwOQovRGVzY2VudCAyMDkuOTYwOTQKL1N0ZW1WIDEwMy41MTU2MjUKL0NhcEhlaWdodCA3MjcuMDUwNzgKL0l0YWxpY0FuZ2xlIDAKL0ZvbnRCQm94IFstNDk0LjYyODkxIC0zMDMuMjIyNjYgMTQ0Ni43NzczNCAxMDAwLjQ4ODI4XQovRm9udEZpbGUyIDE3IDAgUj4+CmVuZG9iagoxOSAwIG9iago8PC9UeXBlIC9Gb250Ci9Gb250RGVzY3JpcHRvciAxOCAwIFIKL0Jhc2VGb250IC9WZXJkYW5hCi9TdWJ0eXBlIC9DSURGb250VHlwZTIKL0NJRFRvR0lETWFwIC9JZGVudGl0eQovQ0lEU3lzdGVtSW5mbyA8PC9SZWdpc3RyeSAoQWRvYmUpCi9PcmRlcmluZyAoSWRlbnRpdHkpCi9TdXBwbGVtZW50IDA+PgovVyBbMCBbMTAwMF0gMTcgWzM2My43Njk1M10gMTkgMjQgNjM1Ljc0MjE5XQovRFcgMD4+CmVuZG9iagoyMCAwIG9iago8PC9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggMjQ3Pj4gc3RyZWFtCnicXZDLasUgFEXnfsUZ3g4uPi6FDoJQblvIoA+a9gOMnqRCo2LMIH9fNWkKFRQ2ey/Pg17bh9bZBPQtet1hgsE6E3H2S9QIPY7WES7AWJ12VV89qUBohrt1Tji1bvCkaQDoe3bnFFc43Rvf4w2hr9FgtG6E0+e1y7pbQvjGCV0CRqQEg0P+6VmFFzUh0IqdW5N9m9ZzZv4SH2tAEFXzrRvtDc5BaYzKjUgalo+E5ikfSdCZf77YqH7QXyqWNOc5zZh4lFVdqrqwyu4p/sscJfhtjfG7LS329OaXomU5x0R6iTEPUzdYpyj9W4fHkoMPhSr3BxQpf0oKZW5kc3RyZWFtCmVuZG9iago4IDAgb2JqCjw8L1R5cGUgL0ZvbnQKL1N1YnR5cGUgL1R5cGUwCi9CYXNlRm9udCAvVmVyZGFuYQovRW5jb2RpbmcgL0lkZW50aXR5LUgKL0Rlc2NlbmRhbnRGb250cyBbMTkgMCBSXQovVG9Vbmljb2RlIDIwIDAgUj4+CmVuZG9iagoyMSAwIG9iago8PC9MZW5ndGgxIDExMTY0Ci9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggNTg2OD4+IHN0cmVhbQp4nOWae3RTVb7Hf+fkJDkn76R5kbRN0rS0NH2RNqlFoIe+oAQstKW0SKWFIgV5VApYkZE6gtSigOD4GnUYZcarOBoKlhbrwAAiMqKgzGV8oPgCZURREZGBnvvbu+lDYd1176p/3LXuzjqf7LMf33POb//2b++TFhgAMCA4gJKydH8o8bEHARgNltZUFEysXPLtigV4Ph9AfnLWgtoGNsDOAlBOwPryWcuWuCc8NYbF883Y5pGbG+Ys2Lxx6ykA4ToAdsSc2sYGsIEAoF5CrjJn/u03VySl1gNoGgC0J+vrFjTd+uxnIQDHJGyTUj+7tu5Y1Cg/1mN/CNZjgf554SOAhBV4Hl+/YElT8JDCg+fkenXzF82qjXsj8TvsuwrrdyyobWpg32XfAEjEpwH3wtoFsx3erJl4Ho/tpzUsalwilUATQFIzqW9YPLuBb/hGxHPUYy8DyxmZDSAHXv6YPBN7JPR8yzZDE/sMD6xawcnkHMcSdWK3vjSxzO0GEWbAUkVsdxUc4tXMC25g/kDquGr5UXI12oMBhiTQwEVeAh54qRvto0KqKNWgRmpAg9SCVroCOtAh9aBHGiiNYESawCRdhiiIQprBgrRQWsGKtIFN+jfYwY4cAg6kA5xIJ2U0REuXIAZikLEQi3SBG+mm9IBH+gniIA7pBS8yHhKQCTAUORR5ERIhEZkESchhMAyZDD6kD/kjpEAKMhVSkWmQhkyHDGQGDJcuwHBKP/iRmZCJzIIsZACC0g8QpMyGbOR1cB0yB3KQI+B66TxcDyORI2EUchTlaBiNzIVc6XscgTHIMZR5kIfMh3xkARRI30EhFCGLYCxyLOU4GIcshmLpWxgP45EhmICcABOREylvgBukc1ACJchJMBk5GUqRpchvoAzKkOVQjpwCU5AVMBU5FSqlr6GSsgqqkNNgGvJGmI6cDtXSV1BNeRPchJwBM5A1UIOshZnSv2Am5SyYhayDOuRsmI28GeZIZ2AO1CPrKefCXOQ8mIe8BW6RvoT5sAC5gHIhLEQugkXIBmiQvoBbYTFyMWUjNCKXwBLkUlgqnYZlsAx5GzQhmyhvh9uRy2G5dArugDuQK+A3yN9Q3gl3IlfCSulzaIZm5F3wW+Rv4W7k3ZSrYJX0GayG1ch74B7kGmhBtlDeC/dKn0IrtCLXwlrkfXA/8n5Yh1yH/ATWw3rkBtiAfAAeQG6ETchNyI/hQXgQ+Tv4HfIheAj5MDyCfAQelU7Co5SPwe+Rv6d8HB5HPgFPSh/Bk5R/gM3IzZR/hD8in4KnpQ/hadiC3EL5J/gz8s+Uz8Az0gn4D3gW+Szlc7AVuZXyeXhe+gD+Ai8gX4AXkS9CGBmm3AbbpPehDdqQ22EHcge8hHwJ2pHtyPdgJ+xEdkAnshN2IXfBy8iXke9CF3QhX4FXkH+F3cjdsAe5B/4m/RP+RrkX9iL3wX7kfngV+SryOByAA8jX4DXkQTiIfB0OIQ/B36X/hL/DG8g3KA/DYeSb8BbyLTgi/QOOUB6Fo8i34W3kO/AO8hj8Q8KD8j/hOPI45T/hn8h34T3pHXgP3ke+Dx8gP6A8ASeQH8KH0tvwEZxEnqT8GD5BfkL5KXwqHYXP4HPk53AKeQpOI09TfgFfSEfgS/gSeQb+hfwX5VfwFfIsnJXegq/ha+Q3cA55Dr5FfgvfIb9Dvgnfw/fI83Ae+QNcQF6AH5E/Ig/DRbiI/Al+Ql6CfyP/DZelN+AyXEFegW5kN6UEEpLEdxmN8xpcT8fhtw5jPAsKnN+1OJdn41xdKklY3n/eIEnSp/2fn68rAIpYhVl+Tn6UW8FVy07gCgDSaenj7qbuuu4q2YMYtwE9/jn0kQM4Ur2pC0efpGXoZXtwTAemu3C2/BlH+D20SW96BGfBVvTOgWkDLd2C3v0Ceuku9CTA+foAlv4J/bs/LcK5vB7n1WZ4h4mJlO1jzUzPHXwJGvYo08isw/UnBePwdIw4d2IMaIODzAQsG4Vlk7B0McaajVjaiT55dRqFUbUaI9xCnDud6N8kJWNpOUbGebSsJ92KUepenL/P4DxZhPk1eL+PXUPvLtbDejDqfY49DzG/Yw/gEz0DqxVmXIUBV2sXWbWpbQGjCHTX4foDspnsefYp9gF4kZ0HE0TLlPLsoD89LTVlaILLHGUyajVyjk1xh2UJhd5Cb219q7uw3t3qLagpSE0JlVYWFjg9nqrUFDcWF7jDTI27MFy0rN7eWkgahE2+MJtQSI55YXFtDWa8BR6PB2ui+ms6pD33Dahyzw2LtWFY696Wsqf1vg4DzKzxaeq8dbXTK8OyWrzWNsCbqS+vJPdEjpp6d5jD3hROLIncIqmrr0F6C7DXNcuxWMivXOPZ4wyb8LswbPSFx2KLscs/c8paC+1z3eS0tXWNO7x5cuXAWg9hVVWV/WdmKPIW1bS2FnndRa01rbUdUvNMr9vgbd0WCrU2FNa4wzCpMsxg+a61znDRfVVhQ009MwIfmTxHUWllrtNjRBWPhzzv2g4RZuJJuHlyZc+5G2Y620BM91WF2RpSs6e3xjKF1DT31vR1r/FSW+dXypwsCofKvKHJ0yrdha01kRuOlFzXc7aNhbxtXqZl8jaRaSmbVtmJE9PdUl7ZxjJsfk1eFTEjm19eObAXHqQv9UAZjQsGYDAayPDc9X/gE4AAk42fA8wBtibyeXXgR7aWK+D2yTsVoxXnaJySs+s3Dr/x3Az9yB/AydMHe+7OgmHke+++rV9cVl/ZpN7Ek5YCPm1PYsmpEkMiPrcSzDsVuJsmR/rhE4cphmd4jB5jAoLBVpea5Rh08Rswg/FVutx9TO6QJmBvYzsziSU3kW7MTIf0s8MzGE/AI3dc+kQe232sCa9YL33MxXBNuGfNZOaKVRoV5x2isng5n0mjUUxJoUylrNJNjp2eMldXE7Mo9Q7VcnNDzB0pKpZPGpVhFI2s0ejmS6KZ6Gh7rpsbPoZXMbw+hokxJgZEQWCnsB3S+R19GY2mJyNaiTDrgBg1KAwGdgqY1Gpkh3RKNOr1mLOTPuDQamnpZdoTMydFtV6vwOakPxAliyBgTq/VIh8I6AOuQG5AltYhXdxB+qaRJlrSJY0nXdKc6g7pkphNrqnWkGuqedJOHU2up9bQvIJcTG0lwiSPVBF59eoswwVfbzqLR7XhVN+5z5hjuEK+/f70asjNPZt7NjO92mjKSa8+a8oZnlGNVUy1xxtQKJQKhTduaCArmB2Mzw5kDU0cOtQbp1B6A8Fgpt9qs1otMiNtZTFbM/1BLublIVOS0peXPvz2gtk3M7FbUpOTGkaNb69VZR+ZvexFMTfv5YovCybXLblt1pbbjKNMNtfB3698IjXVzceI5XabITFhtz4+MT1t4/zuGCZbbo6y1U6pqZ2IXjpXOi37nrsN32peEifovSVe1sfE6ZKt8fYRTEA3whqwFzMlqgJdiXWMvYqZopvLzNYtZxp1UQaDOVfDeTyOXJmg94rEml6RDpEmMlAf7qDjghkxjY7N/V4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        "                            \n",
-       "var gd = document.getElementById('9c9a3085-c395-45df-a879-d59d57077ca4');\n",
+       "var gd = document.getElementById('e8c59a2e-8aa3-4c22-80a7-990de3ff6074');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
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@@ -1319,6 +1333,12 @@
    "cell_type": "code",
    "execution_count": 16,
    "metadata": {
+    "execution": {
+     "iopub.execute_input": "2022-05-15T02:47:59.900162Z",
+     "iopub.status.busy": "2022-05-15T02:47:59.899706Z",
+     "iopub.status.idle": "2022-05-15T02:47:59.907863Z",
+     "shell.execute_reply": "2022-05-15T02:47:59.906641Z"
+    },
     "slideshow": {
      "slide_type": "-"
     }
diff --git a/lecture_4.ipynb b/lecture_4.ipynb
index b190f153..180b7e30 100644
--- a/lecture_4.ipynb
+++ b/lecture_4.ipynb
@@ -41,10 +41,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-26T04:05:27.704737Z",
-     "iopub.status.busy": "2022-04-26T04:05:27.704401Z",
-     "iopub.status.idle": "2022-04-26T04:05:27.715295Z",
-     "shell.execute_reply": "2022-04-26T04:05:27.714600Z"
+     "iopub.execute_input": "2022-05-15T02:48:03.853717Z",
+     "iopub.status.busy": "2022-05-15T02:48:03.853233Z",
+     "iopub.status.idle": "2022-05-15T02:48:03.862743Z",
+     "shell.execute_reply": "2022-05-15T02:48:03.861878Z"
     }
    },
    "outputs": [],
@@ -58,10 +58,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-26T04:05:27.718520Z",
-     "iopub.status.busy": "2022-04-26T04:05:27.718294Z",
-     "iopub.status.idle": "2022-04-26T04:05:27.729440Z",
-     "shell.execute_reply": "2022-04-26T04:05:27.728972Z"
+     "iopub.execute_input": "2022-05-15T02:48:03.866537Z",
+     "iopub.status.busy": "2022-05-15T02:48:03.866069Z",
+     "iopub.status.idle": "2022-05-15T02:48:03.878881Z",
+     "shell.execute_reply": "2022-05-15T02:48:03.878309Z"
     }
    },
    "outputs": [
@@ -106,10 +106,10 @@
    "execution_count": 3,
    "metadata": {
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@@ -136,10 +136,10 @@
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@@ -163,10 +163,10 @@
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@@ -201,10 +201,10 @@
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@@ -324,10 +324,10 @@
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@@ -360,10 +360,10 @@
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@@ -372,7 +372,7 @@
      "name": "stderr",
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      "text": [
-      "/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_45301/2660630642.py:1: DtypeWarning:\n",
+      "/var/folders/kg/1ys0dccx4237f5wsd_w10dt80000gn/T/ipykernel_61952/2660630642.py:1: DtypeWarning:\n",
       "\n",
       "Columns (8,20,31,34) have mixed types. Specify dtype option on import or set low_memory=False.\n",
       "\n"
@@ -388,10 +388,10 @@
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@@ -634,10 +634,10 @@
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@@ -721,10 +721,10 @@
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@@ -748,10 +748,10 @@
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@@ -787,10 +787,10 @@
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@@ -805,10 +805,10 @@
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@@ -1074,10 +1074,10 @@
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@@ -1147,10 +1147,10 @@
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@@ -1179,10 +1179,10 @@
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-     "shell.execute_reply": "2022-04-26T04:05:43.771715Z"
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@@ -1231,10 +1231,10 @@
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-     "shell.execute_reply": "2022-04-26T04:05:44.041014Z"
+     "iopub.execute_input": "2022-05-15T02:48:17.336962Z",
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@@ -1390,10 +1390,10 @@
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@@ -1405,12 +1405,12 @@
       "text/html": [
        "        <script type=\"text/javascript\">\n",
        "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
-       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
+       "        if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
        "        if (typeof require !== 'undefined') {\n",
        "        require.undef(\"plotly\");\n",
        "        requirejs.config({\n",
        "            paths: {\n",
-       "                'plotly': ['https://cdn.plot.ly/plotly-2.11.1.min']\n",
+       "                'plotly': ['https://cdn.plot.ly/plotly-2.12.1.min']\n",
        "            }\n",
        "        });\n",
        "        require(['plotly'], function(Plotly) {\n",
@@ -1426,11 +1426,11 @@
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",
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        "                            \n",
-       "var gd = document.getElementById('64bb6b36-d414-4129-b4ce-00f5acc8e75b');\n",
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@@ -1480,10 +1480,10 @@
    "execution_count": 20,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-26T04:05:48.056991Z",
-     "iopub.status.busy": "2022-04-26T04:05:48.056552Z",
-     "iopub.status.idle": "2022-04-26T04:05:48.365790Z",
-     "shell.execute_reply": "2022-04-26T04:05:48.364749Z"
+     "iopub.execute_input": "2022-05-15T02:48:19.337681Z",
+     "iopub.status.busy": "2022-05-15T02:48:19.337400Z",
+     "iopub.status.idle": "2022-05-15T02:48:19.453427Z",
+     "shell.execute_reply": "2022-05-15T02:48:19.452463Z"
     },
     "slideshow": {
      "slide_type": "-"
@@ -1492,11 +1492,11 @@
    "outputs": [
     {
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Date\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"count_requests\"}},\"legend\":{\"tracegroupgap\":0},\"title\":{\"text\":\"7-day rolling average of noise complaints per day\"}},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('de0fa48a-1b7f-48e3-b414-4a3005692013');\n",
+       "var gd = document.getElementById('365dc05a-4918-47af-8d14-d60357afb66c');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -1548,20 +1548,20 @@
    "execution_count": 21,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-26T04:05:48.373980Z",
-     "iopub.status.busy": "2022-04-26T04:05:48.373349Z",
-     "iopub.status.idle": "2022-04-26T04:05:48.519029Z",
-     "shell.execute_reply": "2022-04-26T04:05:48.518027Z"
+     "iopub.execute_input": "2022-05-15T02:48:19.459460Z",
+     "iopub.status.busy": "2022-05-15T02:48:19.459151Z",
+     "iopub.status.idle": "2022-05-15T02:48:19.550026Z",
+     "shell.execute_reply": "2022-05-15T02:48:19.549406Z"
     }
    },
    "outputs": [
     {
      "data": {
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",
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@@ -1612,10 +1612,10 @@
    "execution_count": 22,
    "metadata": {
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-     "shell.execute_reply": "2022-04-26T04:05:48.542845Z"
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@@ -1711,10 +1711,10 @@
    "execution_count": 23,
    "metadata": {
     "execution": {
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@@ -1798,10 +1798,10 @@
    "execution_count": 24,
    "metadata": {
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-     "shell.execute_reply": "2022-04-26T04:05:48.593204Z"
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@@ -1965,10 +1965,10 @@
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    "metadata": {
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-     "shell.execute_reply": "2022-04-26T04:05:48.609476Z"
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@@ -2073,10 +2073,10 @@
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    "metadata": {
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     "slideshow": {
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@@ -2085,11 +2085,11 @@
    "outputs": [
     {
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cMlnH+BlNEZfXjFS8XrLe67pkWICV2ObpTUrdAwtcnSAH/M0xtoX0HEr12BpJz+ZUT+/wFh/ldVUT52KRcN1MX930OU2emu0tyRdOtoxUantZqNzrY7ZN3ysz22bOaTqIhunZ1tDUyTJsVUtlM2EjW9XQ1H8UXmQs1UAOY0cWrZlB78Fh3f0f5bsZlrmPuY8twfwG+wb3yI9nPm1AfqMvCzGhh2TxqsFZtYVk9Sj16yRLN0lnU1mzVzuH5rd0L+sbDGIyt1H/JbA75xy7yzDfWPEPcKnpAh+6orqQ3J85/PAn57U9N2lvUpMnJVy1klhSVYFIeKEC62MiRuXkCrz0zksURgz3mr3mXAQGnzq3WUDnjXfAAo7GmON9fqfwJUbcPtgqZ5cy5doS3WjLaEdJVg1Tq63W1VnqHNVZOlutxHprOY2xK/HdAZ2ObTR6oSvx1X6jkW3EwneyS6vFkoN0wZ25xlx3LuvSkZrLK+KDchp5UjRJEqKOPCvuyTGd8fv9p/zR5B0ipyKnRgyPMibW62HNJovXY2FKS8Mlefl5eb5sUSWKNqs93W4PBUv5nd/Hz8a/++c5RmJ0/4z/y5eRkePbMP+iy3OyM+w53g1tF21iP42vjF/LbGK2Mzcwl8c7zj86/e3b9xyfOmXq1PpJp3fc8erMqTOm4l7F2NFPVQh/xdPFNjksjBdFHWfgJjJqo9ltZgXWbWSMRp2BLsag1+nERoOHjXAruXaO43QmE9vIdSWOy1qyQM5OFsgRhmSSRXJZZBQn6vWIJr1eRCQUuIA/maKhU35/eTAQDYSiEOkJRkIB5IHXG0aJhYOlZaWlZSGzl684f4wpjb8Q2ZU7LMz/ghm+hzu5zWbNmDLu3DOoO3fjCnYLX+HJ5X15+jR3i5sVONFs52zmHPNoYaQ+bIhkRrLK3XXCRH2NoT6zPqvWPZ+L4plsrjTLPD/jIld0yPzM+VnLuDZxkXmBbWVWO7vG3OHsGNKRlYur+WQ/eWkWC3KElMBoMg5VB4YMN8pG0ShTfZB1uDqjUTspjWXdkxi1m1V77TrCFLuOMMXOE4bYCWsyyAC7nVCy2z13Zhuz3dksMvI2r+kMcoIA5c0pSzllyakQ1qMjhiMwUWRNKWELqgXRCR/WQkHeZiXqQf68/O7zpqWvzT2047Zr576+SDPh1MqPGN5flL+07pITCznv0Tn7mx9/u2PNVXLlq75R7zzZeFPl2PW1S//YgNYwBfm4D3cuDZ46j8teXm/V5+hL9NX6dr2oc5D31ekn4hw6USXpaxkBdxKyGLFREDgVx6kjmnoNqzEa3UZWpeNxqfvJSrHwrWwgj/EejaQX60WG6UqckLWEIYyGPIL1c/uJkmDhtBwkzzKMUXSLEZET84iOiSw1IEc/A6IaKdLXEgMpbaKFqKU8RPWqPBpArYpYygP+ip6gpbx8xHBmq6mHP+RnoozP7EMdY0LmkNfM8PveOdRTxh7teie+sOcp5p54lLnnJDfx/Cr2rp6WlKe4XziFJ+Iy+Lk8UtTb9eW5oRGhstrcyhFVZfOZWfppnmneRd61IwxOrrA2My0tfVImZ2TD6DacxQGLzwsWCX3F6T6nQTkAdB1Y/0I2EhbAHeXGcnc5G/BKxNmQh6U9I9FHnIqaTpLVmctNpwK4FuIvLOU9wUAAFYX4DSv4stFXsOESS1lpTihoT7f5iOcAFdER4jlUF/Ql98ffeOvS/TWzoo3RJsZ+cPS0Qs2Qy0a/mQBbwz2XzN89uan5xbLIsPYxjTdOYdlx5cMuiey+j/nww/j71VUzGcvTR5jgTy7r0OifMrri334UCvvCYx6/IbpxqMdaUGQvdN/5WLi4EGMIPDm+y98hfAsZUABljPog5KGC6HF5uV3JQk6q4EsVsgmb1pHSUH+JLZRdkl8SqraNy67OrwlNs83NmOOa427Inu9vLp4/oiHUUNaiXmBYYFmQ0eJryV9nWGe5vPgaS6bIPph3X4DNs2sCPJc5wcSGJ6JIPJDGpKVBQKMv9II9zwN2KodfKtz3ePVUQoT9en3QK96KIiCGiFI4gSJAGSCYQ4HLTlG/bUkvj+JOLWc1F19bzBYWB7lwoDBQijHcLF+b77Y80enxcXmZZvIchWaUGNVZKraccElpWTgvL1ySk7Rmm93OURNX5JReWppGhZdPJUfEdkf8tRPfxN/fddX61Yz1jfcYzRUbr7/51G82X3H39Bm511UunOyevi7QHp2z4vGdNz7C/OrpBJw7vOn50aK8Z9UDx//6m0WHy8SKGFt/Scf6iycuLbSMSqvc0bN63sqR9rzsEQ8s2xq7BT0rxtF8B3oECX7RKYRZYvA2whKWVTFhNadSA1evZTkO1fd12UkcPLRpjVqGFRjqF6wqA7FeVVfi/H6i7Fg4pjBVpSamrCL2QPiOhc+oB8DC8f2EEBa+OECIqJZr6A5JU48/GDV95w9Suz5FDBu3CwY3C5uXmDPf0WNkt/ZsOMI9Jnjj82I9IfLZja5DOINFHVMrz52lYUayI4VSzUq2hVsptGg62HauQ2jXaBulWZo5Wq6NW8OtlThBw3KSyALLy2QRvEzemJepkfImvppv4DGptBLH4Go0Wk5ABp2T9ZRBVsgig6idT1HsnNo9DQGAej1wUlIOyjYd3VjWG4wGt2GagRPopiFQ3yDwlJdpKtN/z8vPUrw8neSlvo+Xp4ir7F81p6NTqYhUIFuJbqI+7y/hl/FstBmLnW08E21G1UV+R1dBdJXXZ2Z8DOE6w3iFM0fiC9bFFx1kDBhubGbSBO78rdzScz3C0fOHuTFEBtckPhJY4QsYzngOQgANnKxmaFeyMIww6kZSclCVSadop2ijYYZVQxC57QafS211F6oLHDnunEC5utQ0Mi3sLi2apK4x1abVuCflVxc1YejV6G4ceknGxa5F7ov9LYHL7e3uds+aojVDr7H4JNlgKlMTQAGbnQV8puj15pZkshqNoUTUeAtsThrLOEnwpiPMdJpt4HUSD35yP5Uh6TFSOa4JGoPtQVZaNsJ0kjpp6h9wKzoVALJ7k4sYPXEQtibz7IIl5sUFG8zrCq41X1Nwq/m2Ag1xByiMlCgYup2jW8gPh+w8GrsSBOanHARx7Dl9vsFuF9jptdPeuOXueGKL4TKm4GddL7UurHtkwZGnmIpvf8mIiwyN8c93/+rplg3yFzPue4B5cPZDo+WJFaPPXnTx9tULL3JandaiF+954suK4s8mzr96SXTZEEOBrbgz+X2bP42Wo4LVcgbDh0Xc542SW6qXOJjLsIQTjBW3+DOyhnCJn1svkMDgM1lLpCWoiaaSOuUZFr6hKiqkVBQLCRpdCakt/Du08RPEunuC1LLJJu3lT/d8caTnC3wT77n3BG+MvNk8jPxvIDYNz8sPTeAWcxs4Ts9oWZ5nBUGt06YzGZxDyFBnaAu5QnWhdjRbzgX5EnWFFNKM0tax1Xy1erJUpanTNjJz8M3nCLNVzVKjZhGzjF3ELxOWSYuIZ+BXqzdJqzSbtMN0VpxVZRUF5AHDUW8gUcTNTWJxqZykE1mRY9WjoUSsg2pxI6wVRViFJh0xzDd0GHhxsd50GlWERiW4C9C4joQk+MdEIcqgReFfiCF/qhviP30v/qf4X47F173IlDMlzzNlTJlw9FyAf/37YuHo90X8X7/P4j/A6GQJRieZ/HrIgxCzVG7WaXhfhsbm4/0WwttiikMpNhumZ80rXmpoyVw59HLNRmt75uXFGlZdMGa4WTazZrNHXT+EGTLEEfHwI8apNXgMyGQyzflhulCWWGtvgQiSFGQayrJOyNSCSJ2ehTo8tBTZTJ0eDduS7o64r2TEQ08N6PXoi1FPaZMkEl5Tj7g7bAy7w5Ewh67hLFUW6iP0ZMgwNRkyzKUlDreM+gUaFGrV5DntEDKflpqtViSTae2EMCkjagh57ZaSPteXdIUne+skyOoh92BypyEmjBs3OkYl2CJGGvX6wqJiqHlk/y7NKes7rCmBObFNG2cWkwEX2bYzn8hoLAhsnHHrqysWXcxk3Tu0qKB9zKQDrZqyVxate0SOVD4x69Pq6W1rfrLw3p+Yx1jS3c/9ouOXQ4d61JlygyPdlJ/7lDEnPzDsxuXxTFQGa1p6a2NL6xTUgeWoA1WiFdLAw7ByboVz+JCRnnpn5ZCJniZxidhukiwMaxYc4ww8o86qFDRm64/IU6/IM1tORqpnZB8VKzVmMNFWuj9BEZWkJinY0/JQKk+jckiiUrwRDzeR7NRhmJ7+XC61g1BSdyXisp9QU1Nqaro3qumTap7QVNNdUa0mlNRbvAO2rn47FwkLiKhIJEaCgvIISogKx5fNmolkqCjMIc6clwypiCSquqfHFj/3+fSa6kdbm7bVdXdPXj/hzti2W6bdu3b8VKaEMe94d+rkabn5zIlzCfbKbOffX/jTyxPIWWBZ4iTfwm8CB7jhOTk/j/frh/Oj9RVZVXydvi5rjn6afZm+JX29fmOWgalwu41Dxth4LTk+0tOSVquKGCWdzkttykvPjxmEy3pacoInaR/fydWUhzu9Rq/bG/FyboYyhxya8ITkslA2WijbLGrSY6Fss9B+C0sGW7Z4UoxCJtHgiWp7SNma/DSIop8dvKkDQVnIhpzzgNkEoaDFllRovuX882NLS3bOWvXxCM38Iyvin8WfY/zfffCPx5ibbrl1n451Lb5txPDhc4tfKihlhjI2xsJUxs9+W3TzrzuvRr95EPeR+aiddiYkp3E2u22tjTPp1ZVpvIFh9OoLauLZ/cRqWeWbC/UwZNtIhlXnZTNVR76fOhLfkizEZS3VyuyUr9lPVZP4ixLqZKiSg0ZxNQ63o8XBmrQ6xXFQl6GmLoNqoNaJp4F36cz63o8devqwnkRdZCYsnKEvrqe7H5lNT0lg/Wu6xZHCATKfflt6P+VV/MwAdaYS8pNYLKK4G4y1ej0L7oghM9VoGz+/2+LIuKhuygNTurubuhc++gd205SteUWFk0ef/4No7Xmpdsaxl4jGPoIb5lXC2/Qr2T1yGlPNInvKWE7EnbJDYqQbKUOLKa9aeLownnKBF8kSeMoF3snQUzjT0kH3eIUhQi9DkjFriiFCiiGCIhaRbvZUksI2de9yoycUDpzw010xQgN6xhcOcbhO5qrXX9d1dwuOw+dy+Sik9Ahtz84U/lCPhP9Rj9L76RGNpHuVJr4/6dmOk43sB0qDdOUCqkp96kMVR1GiH1cf+gFggN7IWqo4KYX6/1Wf/0t7bP+B9vDRTVR5iLd7n78MOa6FdDgnO0cbSkwl1tH2OkO1qdpaZ1cbIxJvi3AancJotlGXYj0WvlE2E50rQ07yVDm8KLs/FYEj2XEsZaGnqbhAUZ+kzY6hLN+VYcxwZ0QyVmbwFp56PcpxC+WyxSXa6Ych5SMR9Yci9YcicQcZhDr5AotID1SkD3GL49+ciPypr7JMlDHhOV3xidB7MifbyGXxTz4/Ff+UST/1OeN45qFbb3vwoT23PMwOi38Zf5apYMyYx8QPx79867XX3nr1rTcVHeZWoTpboFu2gt6k9+g5nWREza7SGAVJTc8Yyb33K7mA6iBYZWu7ldWpqJKo6LpV1DhVdPUqp5TSManXIiX6sJQyRIls0WZCTsoh3JA0ZLxE5EZIYOFfVMGkbWmDFcxMvq2hgVb0BPEwQz84+X6oUuncKk1RfensX+Nm2v5w84jiYm6XRpoy5vzHfPQ3c+oEFbHgSxMfcW9irBpiZsqzRVZy2dgMV55UlBOUKnIqpck5FwlR+0zvrEBDcKWw3N7iaQssClo3Ch3mNZ4NBWv825lt+i3OrQU3M7e7tGBwFPJZ3OZsJlsmws/OzhubxavIhwoaEKpU2rGc5DUQHfITZhRSzhVSnhW6wlQrHXQHddBDuYManQNZ9ih5xGFIKbOBfg+i379d4HWoqA9JqnKvM8EnqAOxJnW6V5XPplT5rJxPVXlHMrqdH+4ICyqquCoapKqcVJzXlNBwtC8opWdKvz/Qq5m9GzgC/aZERBLFoyP5CojnRjs9N+b3HhxTYZDyURC1N105PKbbuTd73t708nhN87G2Tdfn5S0vuDJ80+Xlo0b+7pK2l6o1E/+ycPEOf9FFJVf6r5owgam87dnRvteq6qfNqszOdkgOQ/6tl9ZsHB4oG+F7PlxbP7XG57PrHJqs2kko67GJz9ge4U5wQadcqROcgl/gtCbVWL1WI7hc6RFOqs/syGQNcH2mWm+i2mqiAjLxhBcmKiaTU6NWyXpTGYr1XdlMP4J46HcPXfK7x5nUd4+kequGEPVWURrY+rXihFTp9FvItiH9fWUwqOh3wHQmSP8FIhAJhRCRmblKZG/GvQh3XPKFqS9CYnvCPx3xcGdHRzdzdXyT2mGfUj+sza7RGCxdL7Iz7mTGxZ+6M841LfQX5LokovV70YvORpu3My7ZqhUzVBtVHCvYJMGMkTijvnAofuYCG9dpOVMJxgftV2xys/os5UjPyKF+oY5BiceVverHIx2Myj+g6qwm5zdtv/A8xWc1OcXT8Jywlm5VakpCndqqsPAP6knUW9N/cMoaELcrrKfnq4rkThVOMj3Ux2xziJ/dPf/3S2PPdpucrlkzan9X172pbtqbr7Bv9FzduMFfXDB5NFeJPB4Tb+M7kMcquF4ex4slYrU4TWwR20VR4lRCBpcujGdquSaYzWzgJFblxCGCk+f4WhjPs8CxvMDq2CUMw7AcxwPxIdmSqUwHQ2ASLIONIMANklFiOD6Nr+EX8Wt5gf+Z2nQiikuKko9n0QD9xwb6hUw50x9KHurTyHme7+hZ8/wr8ao/M7OZOXz0nIp5lc8//yxHfoZIfyfQIknS4N8ZqFQqUHL/JCo3KflIqpTsEsnF0QqWeJEXabtGq/mf6Wv7BigNKi7VhfRVdIhWq4VB6T+gr/739AWFvgp0et1g+mq1GpQ8YFblpumlr+8bQMbgxSmjkb5KUNMher0eBqUL00/WlLcmYvu39EU1bTcYDYPpE6Er+Ufpa7DP2L9LIheXmlpUixJtNxqNMChpNBpQ8oBZlZv+AvQlhWqSvqaXvgQmDH/+J/rYZ+4boDRohFSXKKk0dIjZbIZBiSiVkgfMqtwUfup+SJ/ouZbSJyWVpNLSdovF8l/SV7iiw76+kVoyppc+ltQKfS2kpaUNpo9+FZQ8YFblpvCTqHVa/y4yoU5URiN9jUpH261W62D6RGmVPGBW5aZwxYA1a/8uQlUvpqaWNGo9bbfZbP8lfYUrBuzrG6knY3rpY0nSJunb7fbB9A0GAyh5wKzKTeEKMRt7/y4yoUFMTS1pJQNtT09PH0yfGIWSf5S+CYf3jTSQd8JxYmpqDQ3Osd3hcPyn9JOrUbhuwj5H/y5jH33s0uiT9F0u12D6xCiU3D8lDVF5awv2ufp3ETs1UxdISjqD1kzbMzMzYVAiRqHkAbMqN+WtrdiX2b+LTGiRlNFI36i10HaPxzOYPlFaJQ+YVbkpb223kp/GpxLKxEouSp+UDGa9lbZ7vd7B9InSKrl/SprTEIrpOLxvJFZs5KL0SQnp22h7bm7uYPpE6EoeMKtyoz/vgwwUQ99I1NR0clEXQkqmNGM6bS8qKhpMnwhdyQNmVW4+iplO8lPFVMoAcOLloibowpLFbnbR9mHDhg2mT4Su5P7JqdzylVUgm4b2dmElE+llUvqZWLM6LGSwC4LB4GD6ROhKHjCrclPeOhvZNKK3KwsnxMtDDcaDJZvT6qHtpaWlg+lnZ2eDkvsnhfGgrDcXhRvueyEcQy5KPxu70ofYsmn7qFGjBtMnQldy/5RUF+WtC3IAynu7UCY5eOVS+rlYyshKJ4OzoaqqajB98hFByf2TwngYqayiEKCyt6sA2UYuaiJF2JXpcxbR9rq6usH0hw8fDkoeMKtyi1AMIZsm9XahpAPkoiocwC5PflYAi8Uwc+bMwfTD4TAoecCsym08xfIQwIzeLtSREuRbmKpwGGs+v5cMHgHz5s0bTJ8IRckDZlVuU5VVIPPn9naV4YR4jaL0RyEH84fnkMGl0NbWNpi+LMug5P4pKc4GitVjARb2dmE8PhavCDXIyBjkZUk+4eNo+u+ham0cl6orPq9NqLQ3DfrldVT9f/0Y+79Igh2uFeyMHe93J+tTUu3J+8b/hS5/2wV/IU2T+IcL9wnr4Rr+dF9d9SlcQJgXmOsvsKS3fB6W88/iWSpF0wQH2SD5Ov2DubCdf7vvOW4Z1v1wKZcPY7Fv7wD63TCGsjwKizGEvwRPaeQ3sQGYBcBqmOeSv8VXwRxS4onTb4M7kmUGN90dyTKL5c3JMgcXo4dUyny/ZwTqN5WySNtnwSJYBavp7/gvRRcTRpc0HFV9PUpqKSrVKmxfjdfFsAY1XHm6DVrx2VZ8egbWF8NaWI61Vb39F6LmQfMfTLHwBxQG0n8QRwWpZyjF0uDRHqjC0ipop9iKLcq8w7BnHFJcTt9wKfl/Rti3Ovm+q+kc6xDbqPvlFDkkJpP/Uzc4HYQGPEhndRYGS02dnk65c1pne+fmzrs6Y52vdB7v1Bzq/KqT/rCo/dF0R6m7mjHOcs9i6xvnN7IrG5hfNTzSwE6fmc7PmGnnZ86w8ZNqZ/Dja8v4CbVBfiJeteFyviIS5MdExvBjI16+KpLJV0Zm8OPwkvGKhIN8MNTGh8IlfLikgS8JZ/GvlBwv+aqE60qc3rc/d2JpV+L4vv0mXyn5tqLfLxlL9zsn8uv2XbMPX+urffvoE+fkxD4pp3SfdSJ/7bY0vn15+3rWeMd7d7LyL+0ZpfIddlepfGs6lm5Jd5VesyXNbbzauMW4w7jTuMt9tXuHe2dgx+Ytm7ft3L1ry66tu7YZ5Z9JplLjKvcqVr5M0pUaVzCe5xjPn5jIkS+PsJ4/yn9kYQEDC0wLWLn1rlbWOJcZajXzxdZc3m8t54usaXyh1ca7rVm811PFe6wV/PPOGt7pmsC7nBW800p+RFbOp+HrWqxO3oxXu5WRreOqSo2GIjeIjP5wnVv3TJ1bc6jOLeEldNe5+Sfr3NzBOjf7eJ2bOVDnhsfq3IefKXIfeqrI/aQ8q9vrfvyg1/3YAa/7mcPP6p869LS++8k/6A4+/oTuwGNdOlP35m5WPrj5IGs8EDlQf6DjAG88EMDiSiw+deDlA4kDao1Uxuv0rMCzHMsywE4TmC4mwcQsdVDXUBlLY/A+s3KvFPTXxdpmVG654YbM2C11M5pimzObu9T4TFOMiTE7mmPqupnJItAvSavXrF7tv0CKcTUxsWZJa0z0Va8mFQOpGHzVWIgZSdnoq/YzMWvNkpgVS4OIrE4l/+pkpzIRBVh7oTnJu6xB9Pv/H67ILyQKZW5kc3RyZWFtCmVuZG9iagoxNCAwIG9iago8PC9UeXBlIC9Gb250RGVzY3JpcHRvcgovRm9udE5hbWUgL1ZlcmRhbmEKL0ZsYWdzIDEyCi9Bc2NlbnQgMTAwNS4zNzEwOQovRGVzY2VudCAyMDkuOTYwOTQKL1N0ZW1WIDEwMy41MTU2MjUKL0NhcEhlaWdodCA3MjcuMDUwNzgKL0l0YWxpY0FuZ2xlIDAKL0ZvbnRCQm94IFstNDk0LjYyODkxIC0zMDMuMjIyNjYgMTQ0Ni43NzczNCAxMDAwLjQ4ODI4XQovRm9udEZpbGUyIDEzIDAgUj4+CmVuZG9iagoxNSAwIG9iago8PC9UeXBlIC9Gb250Ci9Gb250RGVzY3JpcHRvciAxNCAwIFIKL0Jhc2VGb250IC9WZXJkYW5hCi9TdWJ0eXBlIC9DSURGb250VHlwZTIKL0NJRFRvR0lETWFwIC9JZGVudGl0eQovQ0lEU3lzdGVtSW5mbyA8PC9SZWdpc3RyeSAoQWRvYmUpCi9PcmRlcmluZyAoSWRlbnRpdHkpCi9TdXBwbGVtZW50IDA+PgovVyBbMCBbMTAwMF0gMTkgMjcgNjM1Ljc0MjE5IDQxIFs1NzQuNzA3MDNdIDQ4IFs4NDIuNzczNDRdIDU0IFs2ODMuNTkzNzUgNjE2LjIxMDk0IDAgMCA5ODguNzY5NTNdIDY4IFs2MDAuNTg1OTQgMCAwIDYyMy4wNDY4OCA1OTUuNzAzMTMgMCAwIDYzMi44MTI1IDI3NC40MTQwNl0gODEgWzYzMi44MTI1IDYwNi45MzM1OSAwIDAgNDI2Ljc1NzgxIDUyMC45OTYwOSAzOTQuMDQyOTcgNjMyLjgxMjUgMCAwIDAgNTkxLjc5Njg4XV0KL0RXIDA+PgplbmRvYmoKMTYgMCBvYmoKPDwvRmlsdGVyIC9GbGF0ZURlY29kZQovTGVuZ3RoIDMxOT4+IHN0cmVhbQp4nF2Sz2rDMAzG734KH7dDSZw4SQsh0LUb5LA/LNsDpLbSGRbHOO4hbz9H6jqYwYafpU/6sJwc2mNrTeDJm59UB4EPxmoP83TxCvgJzsYykXFtVLgSnmrsHUuiuFvmAGNrh4nVNefJe4zOwS/8bq+nE9yz5NVr8Mae+d3noYvcXZz7hhFs4ClrGq5hiJWee/fSj8ATlG1aHeMmLJuo+cv4WBzwDFmQGzVpmF2vwPf2DKxO42p4/RRXw8Dqf/EtqU6D+ur9mi2qmJ2muWyQdkQl0QPRFimjmKRYnhIdifZIRYUkJVIpkIoDUrVDP9fO5a+Pm22RY5ooqGdKdUsiMlnkVJ5IbqkLOZfkVVKzkiwXgnQZXT7SJXUoSF5lV1tkZH2xdbK3caiL93ESOH4cwfr4xsLth7jJrap1/wCTtaRACmVuZHN0cmVhbQplbmRvYmoKNyAwIG9iago8PC9UeXBlIC9Gb250Ci9TdWJ0eXBlIC9UeXBlMAovQmFzZUZvbnQgL1ZlcmRhbmEKL0VuY29kaW5nIC9JZGVudGl0eS1ICi9EZXNjZW5kYW50Rm9udHMgWzE1IDAgUl0KL1RvVW5pY29kZSAxNiAwIFI+PgplbmRvYmoKMTcgMCBvYmoKPDwvTGVuZ3RoMSAxMzgwMAovRmlsdGVyIC9GbGF0ZURlY29kZQovTGVuZ3RoIDc3Mjk+PiBzdHJlYW0KeJzNewl8VFXSb5279b29793pTtLd6eydEOhsLAl9ycJiwLCTMEQTCBI2iYCIiIILgqiAy7gPMuqMo8xIGxATiSOjjqIjIy7zOeIyuOGKoiIiJulX53QnxEmG93jf936/d8L9p26dc+vcU6eqTlWnAQIAZgQBoHZaQfi8L+55BoDokds4s2pS3cpv1y7F+yUA4pF5S5taBY7PBtBMxP6V81at9E98YAyH9/txzF0XtS5YuuPWnUcBlDoAbuSCphWt4AIFQHc7nWXBkssvakttuBVAfxeAa1VL89LVs2MlOwHSzTjmDy3zm5rftJWHsb8Rx5e0IMP0R+UjgIJ2vE9vWbpy9Zxs7WK8fxfnW7lk2bymOdfMuw6ffQj7O5c2rW7l3uNeARg2Ge/9Fzctne8JFs3F+1YcP7t12YqVsVpYDRB+hfa3Lp/fKrd+o+L9V/i+XcAJFrINRJDFe8RCfCIj/pvfAau5h2XgdJLAi4LAoa6Ah35t0jS/H1Twww4ptaceXpZ15DE/kPtpn9AgvkZnA6ppAoQ20MMpOQYyyLEe1I8WUctQBzpEPegRDWCIdYMRjIgmMCGaGVrAgmgFa6wLbGBDtIMD0cHQCU5EF7hiP4Mb3IhJ4EH0gBfRyzAZkmOnIQVSEFMhFdEHfkQ/wwAEYj9BGqQhBiGImA4ZiBmQiZiJeAqyIAsxG7IRcyAHMRdCiCHEHyEP8hDzIR9xCAxBLIChiENhWOwkDGMYhjBiIRQiFkERYjGUxH6AEoalUIo4HIYjjoARiCNhVOwEjIIyxDIoRyxnOBpGI0YgEvsed2AM4hiGFVCBWAmViFVQFfsOqmEs4lgYhziO4XgYjzgBJsS+hfPgPMQamIg4ESYhTmJ4PpwfOw61UIs4GaYgToGpiFMRv4FpMA1xOkxHnAEzEGfCLMRZUBf7GuoY1kM94myYjfgrmIM4BxpiX0EDwwvgAsQL4ULERmhEbIK5sS9hLsN5MA+xGZoR58N8xItgQewLWAAtiC0MF8JCxEWwCHExLI59DktgKeJShhfDxYjLYBliK7TGPoNLYDnicoYrYAXiSliJeClcGvsUVsEqxMtgNeJqhpfD5YhrYE3sKFwBVyCuhSsRr2R4FVyFuA7WxT6B9bAe8Wq4BvEauBbxWobXwXWxj2EDbEC8Hq5H3AibEDcxvAFuiH0Em2Ez4o1wI+JNcDPizbAFcQvih7AVtiJug22It8AtiLfCbYi3IX4At8PtiL+GXyPeAXcg3gl3Id4Fd8eOwN0M74F7Ee9leB/ch/gb2B77F2xneD/sQNzB8LfwW8QH4MHY+/AgPIT4EMPfwe8Rf8/wYXg49h78AR5BfITho7ATcSfDP8IfY+/Cn+AxxMdgF+IuiCJGGT4Oj8fegTZoQ9wNexD3wBOIT8BexL2Ih+FJeBKxHToQO+ApxKdgH+I+xLehEzoRn4anEf8MzyA+A/sR98NfYv+EvzB8Fp5FfA6eR3we/or4V8S34AV4AfFFeBHxABxAfAleRnwZ/hb7L/gbvIL4CsODcBDx7/Aq4qtwKPYPOMTwNXgN8XV4HfENeAPxTfhHDC+G/wVvIb7F8J/wT8S34XDsDTgM7yC+A+8ivsvwPXgP8X14P/Y6/AuOIB5h+AF8iPghw4/go9hr8DF8gvgJHEU8Cp8ifsrwM/gsdgg+h88Rv4AvEb9k+BV8hXgMjsVeha/ha8Rv4DjicfgW8Vv4DvE7xL/D9/A94gk4gfgDnEQ8CT8i/oh4EE7BKcSf4CfE0/Az4s/QFXsFuqAbsRt6EHsYxiAWe4XFd57FeT2epy3424kxmwcJI+v56NcXoa+2orddhj61IxZjpwLlz0P+YvTIBD/20YCfeUzqIE1KlezicfE1Ya3QwL+Hs0Hs09gHPat7mnvq+dsxrgN6xKNoQy/gTva2TrQO2lahFe7HPe/frkZv+j1awGHUWW+7C71kJ1pv/7aNcR9C638MrfgptDRAf74Fub9D+z/TlqGvb0W/2wFvkJQE7znOTuJv8DnoudfICrIFz6c8jNNzMCJdhTGiDQ6QicgrR95k5C7HWHQrcjvQZge2coy6DRgBL0bf6kD7py0XudMxci5ivHi7BKPYDejfD6MfLUN6I77vPYPIu5oLcAHcp0/wyZfJr7kXcEUPwwbJjqc04Gnuo6c60y1glIGeZjyfgJ/LneAe4G6BXdwimKg6ZkwvLQkXDMnPy8zw2W1Wi0EvClyeP8pnVAerg00tm/3VLf7NwarGqvy8mql11VXeQKA+P8+P7Cp/lDT6q6NjV7W4N1fTAVFrKMplVNNrUVS9sRGJYFUgEMAe25me9tj+m/p1+RdG1aYo3Oh/PG//5pvazTC3MaRvDjY3zamL8k041+OAL9MyvY6+E70aW/xRAZ9m4EVO4hVpX0sjYrAKnxqUj2ylsm5jYL83asXf1VFLKDoOR4xb87GX31ztXuint5s3b/RHd0yp698boFhfX+/+hRrGBsc2bt48Nugfu7lxc1N7bP3coN8c3Px4Tc3m1upGfxQm10UJ8p+60Rsde1N91NzYQkbikuk6xk6ti3gDFpQSCND13tiuwly8ia6fUhe/98NcbxuoBaH6KNdIe/b39jhm0J71vT19jzcGma4r63gvh4JrpgVrpsyu81dvbky8cIIzPH73OAcVjwfJpimPq2TTtNl1HeiY/k3T69o4wlU2VtRTNXKV0+v6P4UXfZZZII+5IYfeTDBK0EzT9//852//Jz/kIDnIzeEt/E6hmP3cI9wjDhPXSr/VzJZ5+SX5JWW8drT2Ofqja8CffSxuidzWsROueepCU9kP4JXZAh+9qiqH/n72uZ2fdem6b9PdJtORCq463jh6q8HQievXgP1JCbNuehUcfO8gg2FDA5aAJQOB4KjT60UMzvgbkKBxGOOEOBx9VSEhVdVrfJoiTbVmiqZJc4lGs0oiJsJJPuKQiqQqaZq0mDRK60irpNMTQeJmkxkSx2mILPFEkCXCadpjp/YoCjcDiRN79HpGnN6r10szNDagPLOZm8EInY4RH6rVJhNSMn0KrPQRyDQYEPUGgzQDtPRZWK0z6VQdx7FRnJ6O4iTaw9kEMxUptMe6mEgkDqs6KlJgg/H+a/YiSHyxhwpG4rs9VDbtYq8mLNGaT4YS7RheDWduu/GyjBgBkbJImXXEiGFDyfJLGjAhDQSJJYgatRSKw3/oHt1BCrnrOsSi06+Ir/2sCvtxd1piHwgpwmqsAwrJQrVerxWCSVpHUAhZ6Zx5DPMZ1hunpM7JW2hsTFmWf4V2jb015Yo8LSdnlw+1qBbOYvHLtckkOdkd8QvDxshaIptSSIolq1hl2qDK7COYZpBQnUw7HkjRgcR0bk0o/KhqYQp3M4V7mKqp8pjm22NHqPIkthMS2yjVoShImdhu3FJsKvYVR4r5IXSj6bND6BADfWSITB8Z4tXhjquldE6dns6pk+k4XTKdT6dntEQn0zmpYB3bRp2WitdtKDqj+MRGHO27x20w090IhcMFDRCJHIscKyxosFhHFDQcs+LGNGAXwX0pliSNJAXTMouLSkpL0kuLizKzMjODaZImWFxSUhh2upxOB29hoxx2Z2G4REjZlzQju2DN1DtfXzr/IpL6UH5udmv5eXubtKWH5q/apUYq9s38vGpK88rL5j10maXc6vIduHfdb/Lz/XKKOt3tMmdlPGNKzyoYcuuSnhRSKtptrqYZjU2T0LcWxj7lvxcuw0rxCXWiKVgb5EIkzZjrTHePJMXGkc5i9wRSq60y1jrHuOvJDONCMt+4hqww2sxme0QvBAKeCK+YgirVZlBlW6RPbNT7e9i+IKEOYXtzc9DF9OryKkzjikzvFLYHipNqX5HoIwpu3V76hLIhrVfdx0IJqgyoVumFCiUNGUyRqL5iM1DNOYJMk3G1lZaUlBby31/wyIWXvzx+wmSS/2NjxyTtzCdn7eh44qERqwpyxju0Y/PD48aPf/c2YiXDS7Jeqxz/1qGX3051Owos6CFL0EMqMVewgZ9wakaZZ2jycH+tpyJ5vL9OapFazYqVcBbRPcYoEDm1QtRa7P/B2g1xa09TmWm3x06qQWb0MjN6M+PqmcHnMvVpE2b/tZrPrN3ErD1u47em+dIiaZyXKdprpj1er+ymkuT2WI8aotJkJk02M2QjZYHKpLQ0Q5apJHlD4BdhpV9UiceVcBi1jYaMcSWC6mamG0zjLNRumaFaCnlLP4ULlZ1TogsOfDmluuqJprpNNZ2dE1eP2x7ddMfkhy4dez4pIpYt758/cXJGFvn4dIy7Os3z7ssvvjoOTwiseI8KjcJacOP5dUDNyhRChqHCKENZaqVQY6hJnW2Y7FxkaHStNqxJNZIyn8+UXO4Q0JE/U5OYe+o0EZOi1wdYxAkwQ0yiWjYwygP+hFGeUKuYDrcGTAFfIBLgfYQph7AwTrxWpkYrU5uV2aeVqc3K+q0cfdi6wd+rKFRSuMF8Ih4LCguYbYaovgqOUfMM2KkvU0ssdKDm/GChVmp1JNxdaOx6aXRJ0daZyz8dpr3whaU9X/QcIKETH/7wJLntjjt36znvgruHDR36q7yD2SUknzjQRit6Tn2fe/sDbdeh71bhgWqVUlFnL6oLPMyyPCrbY/sI+6UiJhtCxAE642jZIhpkUFSFU0yKEW1OHw91LMgxl9Mxq9ARFuQ8JgsYVYO51OikNmr0U8lG9oyR6lRHnzMOoTMZqYWyeGy0Ujl4/3Pc1o1+Kst4Q1J/mwqHw91xogBVxIJkYXc40h1GZyYYHknCex0BRwAPr2BxIYZIame8Vetrzrx8KZnWs7tz3boX9kXm54oXKLbFN2Vu7xrDP7M948V/6GmetQsThmvFd1im8aBqI1WcqjOUcrwkivI6hSi30qNEzWPW0CiwNQlMDwLTg8D0IHgIR9dMGteJRKSRjOpBTJw9SLHnRHpwUyUgcZJ5ukiPKSoGiRg7uMVNct/6Gz5mPhX6OHSULjwSQhMhBNfIBy2F5No339R3doru505nYEGCu4u1j7ALY48OTqtV2dw/yTsKrxCTwUdSOJ8hnxQYhmLGMV23kFtD9BzHEw8OlZU9nE7La2VO1IoaQkRZxzVqW7WcVsuMP5sFEzD4DaqBk3m2Dp6tnxfoi/Ns/byn/6I//LdF9621b/VH4yYgCom1/7iHrR0JFsbFG/T9jCB+QjZY0FHwdIwnLpF44rLRvH//mh/cwn6kuuX9pOESTGI0aAiFFlJIhF2netQ1nZ2c71j3T+TzlT03SvYuD1fQ3YXa2ocquwy1xcOVahZHiEx37tZESI2fSDI7jtgCwbOOENK7RtK3sYSNJ71LI33WTtjSCD2YGLFJOLOtbEFsS3EJAbqXl3V24qvgW2G1qnFhVAuRA2oNn87n2NJtOVX+qswnczV7M0iGLyVZdlVkpwkpIjEny2o+8eUPzVfzJ+e35ov/+eXzsTpUXfSF81mkI262DHaWEJpFsrXQ/baw9Qxlg5ITS/puD90sJI6rIbYYFtRIkzlDl2xic5rYnCY2p4nNafKYmS7oPGY2D96/Hk/UzJl0tJmdWGaadVHx5niezYifmTkgEVMDdCqzz8Om8bBpPGwaD5vG40nu3ZTkhFkhxQYn9xpecu/uJPfFnmQtFZEcTxLjhGqkMyU3+cyqeb2ZNxc0nPg3CzT/8h5TaPOZIfGAHsI8OlKG5lnWHcY0bkQDOwMtfekapmmWfrfUUB3xc5GhQ+PqNDhcM6fUbq/lhTg56d5JnZ11u+Ytvz9reefi9l3c2vHXZ4fyastd5andxdza8zZkh0ITR3X9WWhYO2Fq44zGGf86kLAk4UK0JCfJUW28w+m41MGbDXKFTTCKxCAPmnXEN4By9iZybWobifqmS3Wx1EPoV9ykJQ7Jnj2J7OMI3WG0OBbRgaXAyD2lZjNrvMXtcze6OXPiIIkfKnK/48Rj6N1NJI4wqzT07p6hz7cM7EG8/yK+mwYmAu+/ZbtJCRZGDJtcA8NI/9OFbRkLJ/F0OzDo3jiECzut7qQLaib9gW5F57wn/sytnbQxMzenT+2HD7KM5APhEtS4DlwYgT2jjEXmIvsoZ42xylxlr3HKpogiOCK8Vt9bUep7VY/Ed/FDUO9NUhM67eqtJ4/EvQjciY7DzF9oqtebL5/ckyhtTqvlTOXbkkxJvqRI0rIkwSqwzIRp3Mq0bPVKTipaYvWSxHIWieUsEk0Gk6h0yUxFSwIdT/sQN7j/Y0V5jKkRqxd6KBMzBNPieQvwRf1SvUt6PvvyWM/nxHXsS+J+9tE7737k0bvu2MkN6fmm53lSRiz4U97zXM83b7/xxtuvv/0WarSjp1nYhhql2XSamhHmRjjC/kpugqPCP9O6wHqVvDZZa1QkV4VF0IupqqTo9PZenSJxklmx3YuKOd6rzEO95nw8HisS9Xm8gOYG1+pJNSeu1XgabfQqzAAVfbwaYRUI06zi0ffar77vGNTrE3t9snev4/as74tGepZJ6OlbMhtoj33D7Fe/KTDAfuPJY5/aWdHI0m2aPdoTZWJWn/Fa4zugsbCkUth2/riK3c2zbp7Q2Vmzb9HLHzy7eeuUh2omr5jwmyhXtumD88+bkpndkyf+dGlkRs+rPV+9fGDsiO6N6Z434/GEX46JhhU6VTsYzJgRYDZgwihTqTWJikzr8D2JWuW4ms2UCXbV3mrn9BqmAg3Tl4YtVsP0pfEovfpS+o7UhHJ79aVQNVlY9ZdOlaVoeys+piwkfoqXfptsg+cMVEcYjgsszMUTCWP/0Msv1+bWlsx6AIuP1p31w/Ly+G1aZVJ516dCw+9m14gaGk0vjn3CvyWshkIyTZ0lcYrXwSV5M5Xc9LBSll6hTEy/QGxwTgvMLJgeXiYucTb6mwvmh+1rxHWWlf7Ls1eGNpNNhg2ejdm3k3u8OjC6c4RUfn0aGjU1y7S0zNGpgoae0ay01Wh0o3klYKT+HKLKyGGay2E6y/EWswjhZhWHW8toFgDdqLIn6BC3sdcJKEFjJubVXgi4NSyeJzyhL7DjCBbM7QlP6HOAU70OcErNYg6wJfFZyYXF64pFDQsiGvaRh8bDtvP6IvbhxpmPOOgZiVZa0Bcl+goehAaL1cW2hBoutdriQmalxUVZNAjTEr2vbOyr0l20PqLAv9X9ztpXx2rrDzevvSkzc0n21cW3XTFi5PA/LW4+WKUd//d5C7aEci8oujp07bhxpOLu50cF36isnTyzIi3NrbiNWXdeXL1maEHpsOBLxRNqz68OBp16tzZ1wnm416NjX3Dd4nbwQptaoRc9YkjkdWbNaINOK3q9rgiv1KasS+GMcFOKbDAzazWzDTKznM/Mtsns0coaWhJp6McZFqpqDSuLEr7Qa96aPvPWJFPz1jAZyP02fiBoXFTzmk3Jv6yK4vZdYD4ZxoQDjTtSWMhqosTHG8W0EsIkmFZFZypKrrv4ymE729at6yTX9ayV3c5JtUOanVqt0dr+N27qdjKm55ntPXzdvFB2hlehVj8TQCpBn9fDdx0gY4hk2T89rHS9maZED40T6kZ28PIpfB7J5XL4DCFTTJdDuiIySqwiNeIsUifUi7N0S7m5QrO8SGnWLtZdTq7klgsr5SuUFdo1ulS9ByfUeCRRAsWMdSeryxG1WA7IOl7RS5wkcrJJ8kkFEg8eZsWZzEC3GM3GiHGZkQeJZg3sbKPRiB1v1IkM7DBzs7e91hDXZJhZKU3C0QqRYNVEN/6jZSXm3yGstOi/QhtWEjappOe9x3o+6PnoTz2Hnz9IXPeS1GeFhp8f5Bu6HhQauu7nm+hFdVaOZ9Y61JkGblLHCOwz5slSo9QqSQqvEZN4lziWTODrYBa5nFc4DV216BF4YQKMFTjgOUHk9FwLFhsczwtAY0KaYi7VQzKcB4tgDYhwM9bkhBdsQrUwX7hUEIVrZPPHDXgcN4QsrhENBdBbHTXEF4RlETTgUuhCiLCue+VLh3oqXyGzyGyh4bSGvC5kdT3Pl8U/ead/12pUFOXfvuPyv23yQJYEkoQbRf8EyitIgiAJ8U/1tTot+87ROTTNYCxRoxHYnwh4nUajOSNfp9Odq/xB3h8l/VK+SOUryEezP1f5ymBTSrLcK1+WZVyOCJg8asBgMACI/335KFT8hXyJypfBaDSeq3ztYPI1Sly+zBuoyUhyQr7JZDpX+bqBLIXWGEy+wpvw1I/LNyDfbDZT8zqXph/I0oKs1Ur0RRXRpNVqQVI0cfkWi+Vc5RsGk6/o4vK1okWnxY2l8o3It1qt/wPydShfx+TrRCs1eZnKNyHfZrMN6jFnacbB5Gv1Og19UZ1ECwdUF96ZkW+3289VvmkgS0//EMbk6yUbnnWgaGUqXw8Oh+Nc5ZsHsgygMxgS8u3UpRQdyregfKfTOajHn7N8o0Gm8g2Sw2gwonz0QivyXS7Xucq3DGQZQW80MvlGyWlCl9XqUb4N+W63+1zlWweTbzD1yndRl9UaUL4d+V6vd1CPP0uzD2SZwWgxa+lGmjUeixkVb9TFvxSTkpJyrvKdA1kWMFktWhonLEoydSm9CeW7ke/3+weNKGdp7oEsG1jsNh2Vb1N8dhsqxoJe6EF+IBAYNKKcpSUNZNnB4rDrqXy74nfYHXH5XuRnZGQM6vFnackDWU6wuZwGqminNh0zZjDb0AtTkZ+bmzuoR56l+QayksDpSTJRRSTpc7xJHrA60YrTkD9kyJBBPeYsLW0gKxncKV4zle/V56ckp4DdjVaciRoKh8ODWvRZWsZAVip4fKlWqohU0zB/qg8cHrTiHOSXlJTQ7T+Xlj2Q5YfkNL+NyvebitMCaeBKxrCWh/yRI0cO6jFnaaGBrCCkpgftVH6aaXhGMB2SUjHsFKAqKysrB7Xos7TwQFY2BHOz3VTR2dYxuTm5kBL0AJQiv6amhjrCubThA1n5kFWQj1IckOeYUDCkAPxZqfTrXHkwbdo0gJSBT5yljR7ICkOoaFgKVcQw95TicBEEQ+i2VTAM5syZQ7fnXFr1QFYpDB1R6qfyS9z1I4ePgKyh6QA1UALNzc10e86l1QxklUHR6LIgjQijvE2R8tG4nCyAqTCKVhkg63qmom/kdeliGt1tA74h2CD3Y3GHzuld/r9pYteg3/j7v2rC39l3MkEIwUKhC5YIz8Mi1EtVbz8Xpn8JxP5O+AvS+zQHoEM0Q4fwDizC8exbhPwivA/BxXzWGXuTbqJVMnuunKm8ARbgkbcY0zL6Ha4C2stpyYHEd0M1MJtSAs3Xm+G+BE3w0N2SoDmk1ydoHi5CP4vTQr8xIvO+OC0x/kyYD8thBSyEZXAx2nYxDKHfuIfVMAl587BvGfYuQ3krYWRidDM04dgmHD0V7xfApbAE75b39Q8mzY/uP1Bizr9J+KX8R/CpMD4/FF3DP8jTfqhEajm0MmxCTnzeIdgzBiUuYW+4kH7vHftWJN53BZtjFWIzjuyrV2MT6f/xGNg6YDqW0qltOeESc5u/TW2b3Nbatr5tR1u07VDbkTbt/rbjbRyttlufcLlLfFXENNM3k6udceEMbtl0cv/0XdO5KdNcwtRpTmHaVIdw3oSpwtgJpcK4CWFhPF4TikcIZZGwUB4pF0ZHAkJlJEWoiEwVxuCl4hUpDgvhwmahsLhIKC6aLhQVpwqHio4UHS/i22Nf796TMb6kPXZk9x5zsIR+IGTYo5hK9njGC6t2X78bX+v47t1sxGk1tltJL9ltHy/csMkmtC5pXc2Z7vvXdk79jTOpRL3P6S1R73QhdYfLW3L9BpvPdJ1pg2mLaatpm+863xbf1oIt6zes37T1lm0btm3ctsmkXqOYS0zLfcs59RJFX2JaSvwHiP9FEnnhmxc4/1/Vv3Iwl8Bc81xObdrRxJl+RfLtFiHPniGE7COEXLtNyLE7BJ89VQj4KwW/vUx4yVMteLzjBK+nTPDYw4IDx9nwda12j2DBq9VOVPuYyhKTMdcHEjE8V+PTP1vj0+6v8Sl4iZ01PuHpGh/fUePjnqrxkb01Pniyxvfcs7m+/c/k+p5WZ3YGfE91BHxP7g34nn3uecMz+/9i6Hz6z/qOp/bp9z7Zrjd3ru/k1I71HZxpb2Rv7d51ewXT3gIklyH5zN5X98b2ylqlVNAbOFHgeI4jwE0WSTuJkai1BmqmV0RtBH9Pq3hcCYdqos1TKzbcfHNK9I6aqXXR9Sn17TKOqYuSKNlSH5VrpiVIYB/MrVi5YkVokBblq6NSdUtTVApWraA3RnpjDFYhETVR2hSsCpGovbolakdqgJAVvS20ItEZn4gBXDrYnPRdViKGQv8L0RyVTAplbmRzdHJlYW0KZW5kb2JqCjE4IDAgb2JqCjw8L1R5cGUgL0ZvbnREZXNjcmlwdG9yCi9Gb250TmFtZSAvVmVyZGFuYQovRmxhZ3MgMTIKL0FzY2VudCAxMDA1LjM3MTA5Ci9EZXNjZW50IDIwOS45NjA5NAovU3RlbVYgMTAzLjUxNTYyNQovQ2FwSGVpZ2h0IDcyNy4wNTA3OAovSXRhbGljQW5nbGUgMAovRm9udEJCb3ggWy00OTQuNjI4OTEgLTMwMy4yMjI2NiAxNDQ2Ljc3NzM0IDEwMDAuNDg4MjhdCi9Gb250RmlsZTIgMTcgMCBSPj4KZW5kb2JqCjE5IDAgb2JqCjw8L1R5cGUgL0ZvbnQKL0ZvbnREZXNjcmlwdG9yIDE4IDAgUgovQmFzZUZvbnQgL1ZlcmRhbmEKL1N1YnR5cGUgL0NJREZvbnRUeXBlMgovQ0lEVG9HSURNYXAgL0lkZW50aXR5Ci9DSURTeXN0ZW1JbmZvIDw8L1JlZ2lzdHJ5IChBZG9iZSkKL09yZGVyaW5nIChJZGVudGl0eSkKL1N1cHBsZW1lbnQgMD4+Ci9XIFswIFsxMDAwIDAgMCAzNTEuNTYyNV0gNDkgWzc0OC4wNDY4OF0gNjggWzYwMC41ODU5NCAwIDUyMC45OTYwOSA2MjMuMDQ2ODggNTk1LjcwMzEzIDM1MS41NjI1IDAgMCAyNzQuNDE0MDYgMCA1OTEuNzk2ODggMjc0LjQxNDA2IDk3Mi42NTYyNSA2MzIuODEyNSA2MDYuOTMzNTkgNjIzLjA0Njg4IDAgNDI2Ljc1NzgxIDUyMC45OTYwOSAzOTQuMDQyOTcgMCAwIDgxOC4zNTkzOCAwIDU5MS43OTY4OF1dCi9EVyAwPj4KZW5kb2JqCjIwIDAgb2JqCjw8L0ZpbHRlciAvRmxhdGVEZWNvZGUKL0xlbmd0aCAyODg+PiBzdHJlYW0KeJxdkctqwzAQRff6ilmmi+BnbALGkKYpeNEHdfMBtjROBbUsZGXhv688k6ZQgQXHM/dqdBUdm6fGaA/Ru5tkix4GbZTDebo6idDjRRuRpKC09DeiXY6dFVEQt8vscWzMMImqAog+QnX2boHNQU09PojozSl02lxgcz62gdurtd84ovEQi7oGhUNweunsazciRCTbNirUtV+2QfPX8blYhJQ44WnkpHC2nUTXmQuKKg6rhuo5rFqgUf/qBav6QX51jrqz0B3HaVyvlCVE+Ykoz4mKhOnItCfaHYjKkolr5Z7OvLlnv2fdR8sLtt+zU8a+J6IdD1I8suGOf5bsm9582Wm91hr/PTN5dS7ERW9EOa0JaYP3Z7STXVXr9wMie5KfCmVuZHN0cmVhbQplbmRvYmoKOCAwIG9iago8PC9UeXBlIC9Gb250Ci9TdWJ0eXBlIC9UeXBlMAovQmFzZUZvbnQgL1ZlcmRhbmEKL0VuY29kaW5nIC9JZGVudGl0eS1ICi9EZXNjZW5kYW50Rm9udHMgWzE5IDAgUl0KL1RvVW5pY29kZSAyMCAwIFI+PgplbmRvYmoKMjEgMCBvYmoKPDwvTGVuZ3RoMSAxMjc3MgovRmlsdGVyIC9GbGF0ZURlY29kZQovTGVuZ3RoIDY4NTI+PiBzdHJlYW0KeJzlmgl4U1W+wP/nLsm92ZMmTUjaJmnompaWtmktUHrpwmLAQkuhZYykUKQgSIXqAOKAC4IVAZdxH3XUGWfcCAVr0aqMoqIj7jP6VBQ3XFFU3LDtff9zkhYU3pt5X33f977v3TS/nOXe/7n3v51z0gABAAtCAKhrKCgKZ914PQAxYGt0Vs20po6v1izF+hIA8cD8pS3tfCP/FoB2KvYvmX9eh2/q7RM4rPfgOdef2b5w6W1X3XMQQJ4OwI1Z2LKiHZwgA+g30VEWLll1ZtH68W8CGLYCJK1ua126snw77fLhePq/tC1oaX01qaII+5uwsbQNG8z3yu8DBHdifWTb0o6VdedLo7H+Oo7XsWTZ/Jbxc2vvxmtvxv7epS0r27n93HMA+fT+fGe3LF3gDpTMwzreP5nTvmxFh1oHKwFG7aX97csXtEvtXypY/xjvtw84wUq2ggiSeKNYjFdkxD/522Ald5cEnF4j8KIgcKgroHobOqY1+HygwFxYpUkbaIZnJT253wfkVtonRMSX6GjsCgKEHmCAHyQVJJDUAdSPDqlj1IMeaQAD0ghGtR9MYEKawYy0MFrBirSBTe2DJEhC2sGBdDAmQzLSCU71J3CBCzkC3Eg3eJAexhRIUY9CKqQi0yAN6QUf0sfoB7/6I6RDOjIAAeRIyEBmQCYyE/kDZEEWMhuykTmQg8yFIDKI/B7yIA+ZD/nIUTAKWQCFyEIYrX4HoxmLoAhZDMXIEihBhqBU/RZKGcugDHkKnIIsh3LkGBirHoGxMA45DiqQFYzjYTyyEirVb9ACE5ATGKugClkN1cgaqFG/hlqYiJwIk5CTGCfDZOQUmKJ+BafCqcgwTEVOhWnIaYynwWnqYaiDOuR0mIGcAfXIeuSX0AANyJkwE9kIjchZMBs5G5rUL6CJsRmakXNgDvI3cDrydIion0OE8Qw4AzkX5iKjEEW2wDz1M5jHOB/mI1uhFbkAFiDPhIXqp7AQ2pBtjItgEXIxLEaeBWepn8ASWIpcyng2nI1cBsuQ7dCufgznwHLkcsYVsALZAR3Ic+Fc9SM4D85D/hZWIlcyroJVyNWwWj0I58P5yDVwAfICxt/B75BrYa36IayDdcgL4SLkRXAx8mLGS+AS9QNYD+uRl8KlyA2wEbmR8TK4TH0fOqETeTlcjtwEVyCvgM3Izcj3YAtsQW6Frcgr4UrkVXA18mrku3ANXIP8PfweeS1ci7wOrkdeDzeoB+AGxhvhJuRNjDfDzcg/wC3qO3AL461wG/I2xj/CH5G3wx3q23AH3Im8k/FP8GfknxnvgrvU/fAX+Cvyr4x3wz3IexjvhXvVt+A+uB95P2xDboMYMsa4Hbarb0IXdCF3wE7kTngA+QB0I7uRb8CD8CCyB3Yhd8FDyIfgYeTDyP+AXuhFPgKPIB+Fx5CPwW7kbvib+jr8jfFxeBz5BOxB7oEnkU8iX4On4Cnk0/A0ci/sRT4DzyKfhb+r/4S/w3PI5xj3wT7k8/AC8gV4Uf0HvMj4EryEfBleRr4CryBfhX+o+Gb8J7yGfI3xdXgd+R/whvoKvAFvIt+Et5BvMe6H/ci34W31ZXgHDiAPML4L7yHfY3wf3ldfgg/gQ+SHcBB5ED5CfsT4MXysvgifwCfIT+Ez5GeMn8PnyENwSH0BvoAvkF/CYeRh+Ar5FXyN/Br5PHwD3yCPwBHkt/Ad8jv4Hvk9ch/8AD8gf4QfkUfhJ+RP0Kc+B33Qj+yHAeQAowoqkuZ3nuV5A86nUfy0Y87msTwXo3oBRupZGI/nYnStUlXspa2trHUpRiVrVd//5evnM83goUnT2MXD4kvCGiHC78dRQP1IfXdg5UDrQDN/DeZzwEi4G33nKbTg4NGLXkGP89D7dqOtjz8uxCj6M1r+DdTV4HE9Rsc96LXHH1tZ653o9fej9z6EHgYYx1di65/Q748dyzDGt2C83QavkNRE2xOcncTv4BMwcC+RFWQzzkt5mJ9Px0z0O8wNXbCXTMW2Cmybjq3LMQddha27YO9JlFCB2TaCme9sjKld6Pf0yMXWmajVxawtfpyD2esyjOu7MH6WYXkD3u+NJ5F3Iefn/JgNP8QrnyW/557CJ7oL1mvsODsDzuJeOpsz3QJmFxhoxXkJ+HncEe527krYxi2GqYqjcWZZaVHBqPy8zAyvPclmNRpEgcvzxfiM2kBtoKWt01fb5usM1ERr8vPC9U21NR6/vzk/z4fNNb4YifpqYxPPa3N11tITYrZgjMuope/FMeXyKBYCNX6/H3uSjvX0qLs3HdflWxRTWmJwuW973u7OTT0WmBcNGloDrS2nN8X4FhxrO+DNtM1sovdE39E2X0zAqxk82JK4RdrXFkUGavCqk7Zjs1zdtMG/2xOz4WdtzBqMTcIzJq3+wMN31roW+Wi1s3ODL3bbjKbje/2Uzc3Nrp+pYWJgYrSzc2LAN7Ez2tnSo66bF/BZAp3bw+HO9tqoLwbTm2IE2x+63BObuKk5Zom2kTH4yPQ5JtY3VXr8VpTi99PnvbxHgXlYia2b0RSv+2CepwuUgmBzjIvSnt2DPY5G2rNusGfo8miA6bq6ifdwKDjcEAjPmNPkq+2MJm440XJKvLadg6rtAbJxxnaFbGyY07QLA9O3cWZTF0e46mhVM1UjVz2z6fir8E2vZR7I45qQw2gmmB94rHv/D7xCECJl7PU5d2ni9Rn3GX8Rf5FwlxilL80IzfXazVKS9KT0pDwXX4+wrCVyW96+ruOtueZx34JHYg949+9qcujn40/c83Gfvv9q/dUSPVPGp44fHK1qQUN1oQX7gxpcbdN3wb79+xhGF/qtfmsGguBZR9eJmJTxE7CA+VftG3hVdKtT8WprN5nO0ZsosBYXQMGh0YXEH/KL7qPviWkDr67EEdvUd4VUYSWuaYvJIqXZoBMCI3SOgBC0GQyaxjzGfMZm04y00/MWmaKpy/LP1622t6een6fjpOyKQqti5axWn1SXQlJSXJU+YfQESUckcypJtWaFFFnmGrke9cjOoYLBEC8oyVQw54ZUPWgsFq4RbHo9skc9qFjNZiy56DXgNhpZax+7EgsHFL3ZrMHT6fVAJTlkGUtmoxF5Zcgc8oYqQ/yoHvWHnfTaUfQUI71klEQvGeXR96hHlTI6pt5Ax9RL9Dx9Ch1Pb2BlDR1Mn0wF0zJSR8Xr15dYvgsOHofwHbEcHKoHreWWfvpZVFQQgcrKQ5WHigsiVlt5QeSQrXx0YQS7SMQfCGk0Wo0mkJ4ZKiktKx1ZFirJzMrMDKRrtIFQaWlxUbIzOdnBW9lZDntycVGpkPrwiMbsgtX11728dMGZJO3O/Nzs9opTu1t0ZS8uOG+bUln18KxPama0dvx2/p2/tVbYnN69N639Q36+T0pVZrqclqyMx8wjswpGXbVkIJWUifYkZ0tjtGUa+sAS9IFqzPBJ4COckjHOXZhyiq/OXZUy2dekadO0W2Qb4ayia4JJIFJalaiz2v8Lexrj9kxXmPF61O+UADOrxMxqYa0GZtJcZkldwrBfKPnMnmZmz7gVr0r3plemcx4DPdNjoT0ej+SikqQedUAJUmkSkyZZGNmZkkBl0rKmUZKoJGm9/5jBDlFzHTNfsJ+ZCtBOlWif8kq0EDNOIJ2zUsswU1iLeSszTsIS1b0zYgv3fjajtuaBlqaN4d7eqSsn3RLbeO30O8+deBopIdbNb582dXpGFvngqMpdmO5+69mnX5iEcY37k4NCVFiDu1Iv7FWyMoWgsVAYaxyXVi2EjeG0OcbpyYuNUedK4+o0Exnn9ZpTKhwCuurHygjmgHptpVk2GPwspvwKfd4RVMtGVnKDLxEfR5QapsMtfrPf66/0817ClEN0VAzx2JgabUxtNon22JjabKzfxtGLbet9g4pCJRVFLEfi3o6JhPp0kOqLZpQI8dupt6JiyoodqDkfWC1QXGRzJBxaiPY9M760ZMus5R+N1s19aunApwN7SfDIe98+SK6+9rodBs6z8IbRhYW/yduXXUryiYPYSNXAD9/kXnN71yWos22Y0i4W32S58A4lidRwit5YxvEaUZTWykS+iiYGJY89eVRg/iCwhxU0NHQF5gmCm3DUX0h0rUjEHvXtndQvxUQmwRK7DutfsHyBhe+YV4s06VAxWFC7qSRxozTkP5EPmP8EPwgepLFeGaQJlgRCxXzAWkwufvVVQ2+v6HriaAYumXA2wNWZsA3jTA9HlZps7nXypszLxGz0klTOa8wnBcZCvaKfqV/ErSYGjuOJG0+V5J2cXsfrJE7UiVpCREnPRXXtOk6nY4bOZoEDRp9RMXISz56DZ8/PC/TGefb8vPv4h37vFw899KxDT38wnmBFIfHs3+9kz46Fbuob4mWG44Ionu8iOMWgc0TKy6FyXGUlBhMqY4Nl9+7V37qE3Vjql3aTyDn+ANFaUT1WUkyEbT8MKKt7eznvof4fyScdA5dr7H1urqC/D7WFK1etE2MlSPYqYX4kn5M0MimnxleT+WCutjuDZHhTUyRnVXa6kCoSS4qk5BNvfmG+kj89vz1fTGQZpgdUIZ0bmB7AnY8rRcVJHz+fxQ9xUaUQlqFIj/rpTuYmVLNWKoIUspNSqF6w9eudVC1YOKwEqVTCQoW0WDL0KWY2ppmNaWZjmtmYZreFxqiejmNh42D95fgEZ8mkZ1tYHrTQ2YqKZwV6PRZ+YorHgqr46VAWr5sN42bDuNkwbjaM250yaOKUhAGxxE5OGTRxyqCJaSFu4hQdFZESn1zjBcVER0pp8VoUyzoLbymIHPmFrS0/r1vLyy3HTomniWAEQ2IcOsK4/iKc/sojLLNah6Y5nN6sx1WpSzji2ZbRoXX2Gh3OWTPqbqnjhXhx2k3Tenubts1ffmvW8t6zerZxayZfmh3Mq6twVqT1h7g1p67PDganju17VIismVIfbYw2vrMX4p4kzEVPSiY5ShLvSHac6+AtRqkqSTCJxCiddC6LG4C2dCfWKNQ32GRGNeRkE5rAJjSJuVp6IvUO7EzMaQeohdHj2JwIbOmArT8o2cwbr3R5XVEXZ9EzO+qZmfTMmnpmTb3bOGhNLBxgXmkctJ6R+RO90MguxPqncWsamQisf8WsSQssYI0bnScG7PHzIDMZC9z4MsV/Uts4hLm9NteIM8LT/kJN0Tv/gUe5NdM2ZObmDKn9jX10RTHQKlSjxumKQqsEx/IVuKYY45vKh90TU0710RWFyFkFl4IrCgOuKGSrPb5m+Ldt8e+uLI4qzfGV4b9cWdjZykLDVhK2E9YTJipFkv67VcUvguSXywoSsP5iWVF2wrJi9r2tTx9qqKnqmj/n8smGWO9pKyfecfdlV9ffOdDKucNTMGWatu4PT5menVXY9xi3MpCy//E9r0xK+Di/HKcZG/QqdjBacD7AucCMnl+tM4uyRNfUOxOrssNKNtMO2BV7u50zaJnitOxxtWzS1DIf1LrlQR+Uh2ZKmZ0sD2YUmSYSKxUnj6QOKLN0IlOjURFY+JE5oLwx6eQzBjodTREFVuZ2JHBCOuCX63LrSmffjsus9nuaR+fl8Vt18rSKvo+EyJ/mhEUtffqz1Q/513AXU0walNkaTvY4uBGeTDl3ZJE8bmSVPHXkGWIkucE/q2Bm0TJxSXLU11qwoMi+Wlxr7fCtyu4IdpKNxvXuDdnXkBs9ejC5coQ0fl06SVeoT6SnZ45PE7R03mBbBa1WP56X/SbqXEGqjBymuRymsxxPiE0rLra2culYmQWlC1X2AD3FZRr0bVqgcaxpNHnA79KyHJPYAQ0lGzyD+bU9kWC+YNEAgxpmOSWL+fXmxL5nbmhtSNQms3tl2xetm5nz0hK2UTm2XaF5G123YCgDDC3tELhpcTKTRIidblSyQsVskRcqyaKJAf9CQ57sCCT82ElXghT8a/1vrnlhoq75jdY1mzIzl2RfGLr6/PIxp9x3Vuu+Gt3k5+cv3BzMPaPkwuDFkyaRqhv2jA28Ul03fVZVerpLdpmyrju7dnVhQdnowDOhKXWn1QYCyQaXLm3KqWjr8eqnXL94C3igS6kyiG4xKPJ6i3a8Ua8TPR5nJS/Xpa5N5UywKVUyWpi3WpiBLGwxY2Fmsrh1klYxWsrQrG8rVqpqrY+6dyIWBt1bO+Te2hTq3lomA1u/iu91tE6qee3GlONzaVFR3L8LLN8V4SSIzl1ZXIxEZWbE93xWXCPiEsjv8FuPrZ25/tAFo+/pWru2l1wysEZyJU+rG9WarNOZbD1/5+pvIRMGHrtlgG+aH8zO8MjU67fjvm02xnwy8Sh2vWaEdrWW50SHLFpxj0akk2/SvjtJMv1CSY0n0xPmMy6RRj9lCxOWd4uZ+8VnNVM8n8bnssQkFp/QfjaV4X7tPebO0tDCJLFxG9SzRJdWLNFS1bKpTGIipMGpDAvfskwibXD+Yv/9sx1dXPVs5z0uMZOFEkovPqZsa7Ewu3fu/Ytie3otbs+s+in3hXvXhKe/9iL3j/5LGlcF87KnjuWrUMezADSlqGMDfL0LJLxJtr7Gu01EJXtCDY3SDWzC5VP5PJLL5fAZQqY4UgrqS8hYsYaExdmkSWgWZ+uXcvOEVmmx3Ko7S7+KXMAtFzqk8+UVutX6NIMbB9S6NaIGZIvMyWyXh9ThglvS87JBw2lETjJrvJoCDQ9ulikymSE2myymStMyEw8aulqgPRqa8akEDU1URqpMjYvd7cXGuL6KWCagOxeMdCyw9Xo//pEIpuUgCeJehv4VJ+HEk6QpHdh//8C7A+/fN/DGnn3EeRNJe1yI/HQHH+m7Q4j03cq30Df1ywqc/deizrSwSZkgaEo0NZrpmqimXaORea04gneKE8kUvglmk1W8zGnpU4tugRemwESBA54TRM7AtRFCOJ4XgObddNlSZoAUOBUWw2oQ4QrZLBNeSBJqhQXCuYIoXCRZPoigG0SCVmd5pAAG9x+R+APhxgMi+Cj0QYiwtr/jmRcHqp8js8kcIXJUS14Wsvr28OPi377R77ajsiyf5Mvx/9mhod/gaTTsK020KK0I+GLf7On0ul9BPs59Wi3EvybU0wrK1zL5er1+2PK1J8oXqXwZa+j2w5Yv4QskaVA+rYhaUcI9rxaMRuP/jnwNlS+ByWQatnyZypfj8iUwosPIGlw/Mvlms3nY8nX0ZyPMD3ksmYfkG7FmsVh+BfnogzrqhyKVTysaWatj8q1W67Dl66l8fVy+DqzokHqtrMXlFdZsNtuvIJ+K1DP5erDRikTlm7GWlJQ0bPkGKt9A5WuofHR4g6TTGsCCNbvdPmz5RqAiDUy+AZLQ4Q2yTjKifAM4HI5fQT6KZHFE5dtpRdajfCvWkpOThy3fROWb4vKN4MCAMsl62YRbECM4nc5hyzcDFWli8k2QjAFl0tEtTRLWXC7XryPfPCjfifLNOiPKt2PN4/EMW76V/kvaSuNUiyU3BpTVYNJbIRlrqamp//L6f3XYcASw0TjFeIUUDCibway3gQtrPp9v2PLpPwTAnsTkJ4EXHd5ushrt4Maa3+8ftnwHjgAOO5NvBx86vAPlO3Bhb4eMjIxhy3ehpsFJ/VyHpZHokE5LktkJaVjLzc0dtnwPjABw4xvjaQTkoMO4bclWD6RjbdSoUcOWn4oLHkj1MPkeyEeHSbW7bKmQibWioqJhy/ehJsCLb4yENBiNDuN1uO0+yMFaaWnpsOWn4wiQ7mPyfRBKx4ozxZEOeVgbM2bMsOVnQABgZIDJT4dT0GFGjkhzZkAB1qqrq4ctPwjZALn4xkjLhgnoMLmpAXculGEtHA4PW34h5AMU0H96O1AnUwqw4stKK4AKrDU0NAxbfgjQR0pGA42E0TAjhJVA0B+CGqydfvrpw5Y/BjUB5WVMfik0o0HLswpHjoEw1lpbW4ctXwFckY+nq3IPjIWWSqwES7IqoR5r9H/rkn6gHmMjr0+vavVXn/AboYh08p8N/b87RPprWDyE56FtsE3ogyXCHtxNHXdwRfR/bdjXG/8dkXYv7BItQ78gYtfwi2GXEISz+SwYj33babtmE90ls+sqmMojsBCnvLNwWUZ/x1FAezkd2Zv4XZgW5tCSQBe2rXBzokxw0t2cKHNYXpco83AmTjjxsnDcOSK2QqKsYe2zYAEshxWwCJbB2TThwCj6a1tYCdOwbT72LcPeZSivA103fnYrtOC5LXh2PdYXwrmwBGvLh/pPJs2H4X+ixJxfSPi5/L/iVUV4fSGGhu8kV/ugGkvLoZ2xBVvi447CngkocQm7w0X0N6/YtyJxvyvYGOchW2EU0wY71Kn0990nHrtgJm6l07pyikotXb4upWt6V3vXuq7bumJdL3Yd6NLt7jrcxdHddvsDTlept4aYZ3lncXWNcxu5ZTPJrTO3zeRmNDiF+oZkoaHeIZw6pV6YOKVMmDSlSJiM7ymhcmFcZZFQUVkhjK/0C9WVqUJVZb0wAd8KvitDRUJRcatQHCoRQiUzhZJQmvBiyYGSwyV8j/rFjp0Zk0t71AM7dloCpfQbKeNO2Vy60z1ZOG/HpTvwtg7v2MHOOKqoO+SRpTvsk4XLNiYJ7UvaV3Lmm9+5hVP+kDyiVLk52VOqXOfE0rVOT+ml65O85kvM682bzVvMW72XeDd7txRsXrd+3cYtV25dv3XD1o1m5SLZUmpe7l3OKefIhlLzUuLbS3xPk8qnvnyK8z2pPMnBPALzLPM4peW2Fs78G5Jvtwp59gwhaC8Xcu1JQo7dIXjtaYLfVy347OOEZ9y1gtszSfC4xwlue5HgwPOS8HZtdrdgxXe7nSj2CdWlZlOuFzTE+ETYa3g87NXtDntlfIu9Ya/wSNjL7wp7uYfCXtId9sKDYe8Tj+d6dz+W631EmdXr9z60y+99sNvvffyJPcbHdv/N2PvIo4ZdDz1s6H6wx2DpXdfLKbvW7eLM3ZXddd1ruwVzdwEWl2Hxse4XutVuSSeXCQYjJwocz3EEuOki6SEqidnCEJ5ZFUsi+NlQtV0uCoZjrfVV66+4IjV2bbi+KbYutblHwnOaYiRGNjfHpHBDogjs+7cVHStWBE9yxPjamKa2rSWmCdSsoBUTrZgCNViImWnZHKgJkpi9ti1mx9IJQlYMHsEVic74QAxw7snGpPfSgQwG/xOvFngbCmVuZHN0cmVhbQplbmRvYmoKMjIgMCBvYmoKPDwvVHlwZSAvRm9udERlc2NyaXB0b3IKL0ZvbnROYW1lIC9WZXJkYW5hCi9GbGFncyAxMgovQXNjZW50IDEwMDUuMzcxMDkKL0Rlc2NlbnQgMjA5Ljk2MDk0Ci9TdGVtViAxMDMuNTE1NjI1Ci9DYXBIZWlnaHQgNzI3LjA1MDc4Ci9JdGFsaWNBbmdsZSAwCi9Gb250QkJveCBbLTQ5NC42Mjg5MSAtMzAzLjIyMjY2IDE0NDYuNzc3MzQgMTAwMC40ODgyOF0KL0ZvbnRGaWxlMiAyMSAwIFI+PgplbmRvYmoKMjMgMCBvYmoKPDwvVHlwZSAvRm9udAovRm9udERlc2NyaXB0b3IgMjIgMCBSCi9CYXNlRm9udCAvVmVyZGFuYQovU3VidHlwZSAvQ0lERm9udFR5cGUyCi9DSURUb0dJRE1hcCAvSWRlbnRpdHkKL0NJRFN5c3RlbUluZm8gPDwvUmVnaXN0cnkgKEFkb2JlKQovT3JkZXJpbmcgKElkZW50aXR5KQovU3VwcGxlbWVudCAwPj4KL1cgWzAgWzEwMDBdIDY2IFs2MzUuNzQyMTkgMCA2MDAuNTg1OTQgMCAwIDYyMy4wNDY4OCA1OTUuNzAzMTMgMCAwIDAgMjc0LjQxNDA2IDAgNTkxLjc5Njg4IDAgOTcyLjY1NjI1IDYzMi44MTI1IDAgMCA2MjMuMDQ2ODggNDI2Ljc1NzgxIDUyMC45OTYwOSAzOTQuMDQyOTcgNjMyLjgxMjUgMCA4MTguMzU5MzggMCA1OTEuNzk2ODhdXQovRFcgMD4+CmVuZG9iagoyNCAwIG9iago8PC9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggMjg4Pj4gc3RyZWFtCnicXZHLasMwEEX3+opZpovgR524AWNInRa86IM6/QBZGruCWhaysvDfV9KkKVQgw9HcezUeJU17arVykLzbWXToYFBaWlzmixUIPY5KsywHqYS7UvyKiRuWeHO3Lg6nVg8zqyqA5MNXF2dX2Bzl3OMdS96sRKv0CJvPpvPcXYz5xgm1g5TVNUgcfNILN698QkiibdtKX1du3XrPn+K8GoQ8ckbdiFniYrhAy/WIrEr9qqF69qtmqOW/+p5c/SC+uA3qIvfqNN15daAi0j4jaogORE9Ej5F2x0hlSUTK8hDvvKbf/951a60oo6x4oKSCvCl1kNHhiQ6pkR0py+yaS0nht8L4bzMTF2v9uOIbxTmFCSmNt2c0swmusH8AQtSSuwplbmRzdHJlYW0KZW5kb2JqCjkgMCBvYmoKPDwvVHlwZSAvRm9udAovU3VidHlwZSAvVHlwZTAKL0Jhc2VGb250IC9WZXJkYW5hCi9FbmNvZGluZyAvSWRlbnRpdHktSAovRGVzY2VuZGFudEZvbnRzIFsyMyAwIFJdCi9Ub1VuaWNvZGUgMjQgMCBSPj4KZW5kb2JqCnhyZWYKMCAyNQowMDAwMDAwMDAwIDY1NTM1IGYgCjAwMDAwMDAwMTUgMDAwMDAgbiAKMDAwMDAwMTM4OCAwMDAwMCBuIAowMDAwMDAwMTU0IDAwMDAwIG4gCjAwMDAwMDAxOTEgMDAwMDAgbiAKMDAwMDAwMDI2NyAwMDAwMCBuIAowMDAwMDAwMzQzIDAwMDAwIG4gCjAwMDAwMTE4NTAgMDAwMDAgbiAKMDAwMDAyMDgyMyAwMDAwMCBuIAowMDAwMDI4ODc5IDAwMDAwIG4gCjAwMDAwMDA0MjAgMDAwMDAgbiAKMDAwMDAwMTY1NCAwMDAwMCBuIAowMDAwMDAxNzEwIDAwMDAwIG4gCjAwMDAwMDE3NTkgMDAwMDAgbiAKMDAwMDAxMDc4MSAwMDAwMCBuIAowMDAwMDExMDE4IDAwMDAwIG4gCjAwMDAwMTE0NjAgMDAwMDAgbiAKMDAwMDAxMTk4MiAwMDAwMCBuIAowMDAwMDE5Nzk4IDAwMDAwIG4gCjAwMDAwMjAwMzUgMDAwMDAgbiAKMDAwMDAyMDQ2NCAwMDAwMCBuIAowMDAwMDIwOTU1IDAwMDAwIG4gCjAwMDAwMjc4OTQgMDAwMDAgbiAKMDAwMDAyODEzMSAwMDAwMCBuIAowMDAwMDI4NTIwIDAwMDAwIG4gCnRyYWlsZXIKPDwvU2l6ZSAyNQovUm9vdCAxMiAwIFIKL0luZm8gMSAwIFI+PgpzdGFydHhyZWYKMjkwMTEKJSVFT0Y=",
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",
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@@ -2142,10 +2142,10 @@
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@@ -2293,10 +2293,10 @@
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     "execution": {
-     "iopub.execute_input": "2022-04-26T04:05:48.763421Z",
-     "iopub.status.busy": "2022-04-26T04:05:48.763104Z",
-     "iopub.status.idle": "2022-04-26T04:05:48.774020Z",
-     "shell.execute_reply": "2022-04-26T04:05:48.773185Z"
+     "iopub.execute_input": "2022-05-15T02:48:19.750871Z",
+     "iopub.status.busy": "2022-05-15T02:48:19.750594Z",
+     "iopub.status.idle": "2022-05-15T02:48:19.759997Z",
+     "shell.execute_reply": "2022-05-15T02:48:19.759412Z"
     },
     "id": "-6RzUqcYmzk3",
     "outputId": "7ee5ea99-8962-4f8f-b83a-fdaba52b5400",
@@ -2498,10 +2498,10 @@
    "execution_count": 29,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-26T04:05:48.776964Z",
-     "iopub.status.busy": "2022-04-26T04:05:48.776691Z",
-     "iopub.status.idle": "2022-04-26T04:05:48.876986Z",
-     "shell.execute_reply": "2022-04-26T04:05:48.876131Z"
+     "iopub.execute_input": "2022-05-15T02:48:19.762874Z",
+     "iopub.status.busy": "2022-05-15T02:48:19.762643Z",
+     "iopub.status.idle": "2022-05-15T02:48:19.836251Z",
+     "shell.execute_reply": "2022-05-15T02:48:19.834837Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -2510,11 +2510,11 @@
    "outputs": [
     {
      "data": {
-      "application/pdf": 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@@ -2565,10 +2565,10 @@
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-     "shell.execute_reply": "2022-04-26T04:05:48.922057Z"
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@@ -2664,10 +2664,10 @@
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-     "iopub.status.idle": "2022-04-26T04:05:52.325190Z",
-     "shell.execute_reply": "2022-04-26T04:05:52.324300Z"
+     "iopub.execute_input": "2022-05-15T02:48:19.866947Z",
+     "iopub.status.busy": "2022-05-15T02:48:19.866700Z",
+     "iopub.status.idle": "2022-05-15T02:48:21.651772Z",
+     "shell.execute_reply": "2022-05-15T02:48:21.651085Z"
     }
    },
    "outputs": [
@@ -2736,10 +2736,10 @@
    "execution_count": 32,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-26T04:05:52.329426Z",
-     "iopub.status.busy": "2022-04-26T04:05:52.329126Z",
-     "iopub.status.idle": "2022-04-26T04:05:52.367314Z",
-     "shell.execute_reply": "2022-04-26T04:05:52.365922Z"
+     "iopub.execute_input": "2022-05-15T02:48:21.656189Z",
+     "iopub.status.busy": "2022-05-15T02:48:21.655906Z",
+     "iopub.status.idle": "2022-05-15T02:48:21.682311Z",
+     "shell.execute_reply": "2022-05-15T02:48:21.681741Z"
     },
     "id": "8Lyzd4Si0WmQ",
     "outputId": "df8c9f6d-3600-41e6-b339-a707d4f2cb2b",
@@ -2768,10 +2768,10 @@
    "execution_count": 33,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-26T04:05:52.376794Z",
-     "iopub.status.busy": "2022-04-26T04:05:52.376533Z",
-     "iopub.status.idle": "2022-04-26T04:05:52.723073Z",
-     "shell.execute_reply": "2022-04-26T04:05:52.722510Z"
+     "iopub.execute_input": "2022-05-15T02:48:21.686035Z",
+     "iopub.status.busy": "2022-05-15T02:48:21.685773Z",
+     "iopub.status.idle": "2022-05-15T02:48:21.884427Z",
+     "shell.execute_reply": "2022-05-15T02:48:21.883693Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -2920,10 +2920,10 @@
    "execution_count": 34,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-26T04:05:52.726477Z",
-     "iopub.status.busy": "2022-04-26T04:05:52.726216Z",
-     "iopub.status.idle": "2022-04-26T04:05:52.736392Z",
-     "shell.execute_reply": "2022-04-26T04:05:52.735933Z"
+     "iopub.execute_input": "2022-05-15T02:48:21.887933Z",
+     "iopub.status.busy": "2022-05-15T02:48:21.887616Z",
+     "iopub.status.idle": "2022-05-15T02:48:21.896491Z",
+     "shell.execute_reply": "2022-05-15T02:48:21.896005Z"
     },
     "id": "qsSaeyM55S15",
     "outputId": "27770280-2619-4156-ed45-4655f38b5e36",
@@ -3083,10 +3083,10 @@
    "execution_count": 35,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-26T04:05:52.742129Z",
-     "iopub.status.busy": "2022-04-26T04:05:52.741924Z",
-     "iopub.status.idle": "2022-04-26T04:05:52.788384Z",
-     "shell.execute_reply": "2022-04-26T04:05:52.787400Z"
+     "iopub.execute_input": "2022-05-15T02:48:21.900594Z",
+     "iopub.status.busy": "2022-05-15T02:48:21.900362Z",
+     "iopub.status.idle": "2022-05-15T02:48:21.922609Z",
+     "shell.execute_reply": "2022-05-15T02:48:21.921772Z"
     }
    },
    "outputs": [
diff --git a/lecture_5.ipynb b/lecture_5.ipynb
index be03b9d8..6ae689a0 100644
--- a/lecture_5.ipynb
+++ b/lecture_5.ipynb
@@ -62,10 +62,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:16:08.135604Z",
-     "iopub.status.busy": "2022-04-07T22:16:08.135324Z",
-     "iopub.status.idle": "2022-04-07T22:16:08.869334Z",
-     "shell.execute_reply": "2022-04-07T22:16:08.868455Z"
+     "iopub.execute_input": "2022-05-15T02:50:28.677938Z",
+     "iopub.status.busy": "2022-05-15T02:50:28.677386Z",
+     "iopub.status.idle": "2022-05-15T02:50:30.203156Z",
+     "shell.execute_reply": "2022-05-15T02:50:30.202554Z"
     },
     "slideshow": {
      "slide_type": "-"
@@ -109,9 +109,9 @@
        "      <td>–</td>\n",
        "      <td>World</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>7946452000</td>\n",
+       "      <td>7950095000</td>\n",
        "      <td>100%</td>\n",
-       "      <td>28 Apr 2022</td>\n",
+       "      <td>14 May 2022</td>\n",
        "      <td>UN projection[1]</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
@@ -131,20 +131,20 @@
        "      <td>2</td>\n",
        "      <td>India</td>\n",
        "      <td>Asia</td>\n",
-       "      <td>1375734450</td>\n",
+       "      <td>1376278850</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>28 Apr 2022</td>\n",
+       "      <td>14 May 2022</td>\n",
        "      <td>National population clock[3]</td>\n",
-       "      <td>The figure includes the population of Jammu an...</td>\n",
+       "      <td>The figure includes the population of Indian-a...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>3</td>\n",
        "      <td>United States</td>\n",
        "      <td>Americas</td>\n",
-       "      <td>332647492</td>\n",
+       "      <td>332678288</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>28 Apr 2022</td>\n",
+       "      <td>14 May 2022</td>\n",
        "      <td>National population clock[4]</td>\n",
        "      <td>The figure includes the 50 states and the Dist...</td>\n",
        "    </tr>\n",
@@ -178,7 +178,7 @@
        "      <td>1549</td>\n",
        "      <td>NaN</td>\n",
        "      <td>1 Jul 2021</td>\n",
-       "      <td>National annual projection[92]</td>\n",
+       "      <td>National annual projection[93]</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -189,7 +189,7 @@
        "      <td>1501</td>\n",
        "      <td>NaN</td>\n",
        "      <td>1 Jul 2021</td>\n",
-       "      <td>National annual projection[92]</td>\n",
+       "      <td>National annual projection[93]</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -200,7 +200,7 @@
        "      <td>825</td>\n",
        "      <td>NaN</td>\n",
        "      <td>1 Feb 2019</td>\n",
-       "      <td>Monthly national estimate[196]</td>\n",
+       "      <td>Monthly national estimate[197]</td>\n",
        "      <td>The total population of 825 consisted of 453 r...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -211,7 +211,7 @@
        "      <td>573</td>\n",
        "      <td>NaN</td>\n",
        "      <td>30 Jun 2020</td>\n",
-       "      <td>National annual estimate[195]</td>\n",
+       "      <td>National annual estimate[196]</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -222,7 +222,7 @@
        "      <td>40</td>\n",
        "      <td>NaN</td>\n",
        "      <td>1 Jan 2021</td>\n",
-       "      <td>National annual estimate[197]</td>\n",
+       "      <td>National annual estimate[198]</td>\n",
        "      <td>NaN</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
@@ -232,10 +232,10 @@
       ],
       "text/plain": [
        "    Rank                 Country / Dependency    Region  Population  \\\n",
-       "0      –                                World       NaN  7946452000   \n",
+       "0      –                                World       NaN  7950095000   \n",
        "1      1                                China      Asia  1412600000   \n",
-       "2      2                                India      Asia  1375734450   \n",
-       "3      3                        United States  Americas   332647492   \n",
+       "2      2                                India      Asia  1376278850   \n",
+       "3      3                        United States  Americas   332678288   \n",
        "4      4                            Indonesia   Asia[b]   272248500   \n",
        "..   ...                                  ...       ...         ...   \n",
        "237    –                   Niue (New Zealand)   Oceania        1549   \n",
@@ -245,10 +245,10 @@
        "241    –    Pitcairn Islands (United Kingdom)   Oceania          40   \n",
        "\n",
        "    Percentage of the world         Date  \\\n",
-       "0                      100%  28 Apr 2022   \n",
+       "0                      100%  14 May 2022   \n",
        "1                       NaN  31 Dec 2021   \n",
-       "2                       NaN  28 Apr 2022   \n",
-       "3                       NaN  28 Apr 2022   \n",
+       "2                       NaN  14 May 2022   \n",
+       "3                       NaN  14 May 2022   \n",
        "4                       NaN   1 Jul 2021   \n",
        "..                      ...          ...   \n",
        "237                     NaN   1 Jul 2021   \n",
@@ -264,16 +264,16 @@
        "3                   National population clock[4]   \n",
        "4                    National annual estimate[5]   \n",
        "..                                           ...   \n",
-       "237               National annual projection[92]   \n",
-       "238               National annual projection[92]   \n",
-       "239               Monthly national estimate[196]   \n",
-       "240                National annual estimate[195]   \n",
-       "241                National annual estimate[197]   \n",
+       "237               National annual projection[93]   \n",
+       "238               National annual projection[93]   \n",
+       "239               Monthly national estimate[197]   \n",
+       "240                National annual estimate[196]   \n",
+       "241                National annual estimate[198]   \n",
        "\n",
        "                                                 Notes  \n",
        "0                                                  NaN  \n",
        "1    The population figure refers to mainland China...  \n",
-       "2    The figure includes the population of Jammu an...  \n",
+       "2    The figure includes the population of Indian-a...  \n",
        "3    The figure includes the 50 states and the Dist...  \n",
        "4                                                  NaN  \n",
        "..                                                 ...  \n",
@@ -410,10 +410,10 @@
    "execution_count": 2,
    "metadata": {
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-     "iopub.status.idle": "2022-04-07T22:16:09.292239Z",
-     "shell.execute_reply": "2022-04-07T22:16:09.291594Z"
+     "iopub.execute_input": "2022-05-15T02:50:30.232029Z",
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     "slideshow": {
@@ -425,57 +425,57 @@
      "data": {
       "text/plain": [
        "{'api_version': '1.0',\n",
-       " 'results': [{'has_raised_funds': False,\n",
-       "   'incumbent_challenge': 'O',\n",
-       "   'federal_funds_flag': False,\n",
-       "   'party': 'REP',\n",
-       "   'incumbent_challenge_full': 'Open seat',\n",
-       "   'last_file_date': '2015-10-13',\n",
+       " 'results': [{'incumbent_challenge_full': 'Open seat',\n",
+       "   'name': 'MCMILLAN, JIMMY \"RENT IS TOO DAMN HIGH',\n",
+       "   'load_date': '2018-02-17T09:16:20+00:00',\n",
+       "   'candidate_status': 'N',\n",
+       "   'party_full': 'REPUBLICAN PARTY',\n",
        "   'last_f2_date': '2015-10-13',\n",
+       "   'last_file_date': '2015-10-13',\n",
+       "   'election_years': [2016],\n",
        "   'inactive_election_years': None,\n",
-       "   'active_through': 2016,\n",
-       "   'election_districts': ['00'],\n",
+       "   'district_number': 0,\n",
+       "   'district': '00',\n",
+       "   'party': 'REP',\n",
+       "   'incumbent_challenge': 'O',\n",
+       "   'office_full': 'President',\n",
+       "   'candidate_id': 'P60016805',\n",
+       "   'flags': 'P60016805',\n",
        "   'candidate_inactive': False,\n",
-       "   'party_full': 'REPUBLICAN PARTY',\n",
+       "   'election_districts': ['00'],\n",
        "   'cycles': [2016, 2018],\n",
-       "   'flags': 'P60016805',\n",
-       "   'election_years': [2016],\n",
-       "   'office_full': 'President',\n",
+       "   'federal_funds_flag': False,\n",
+       "   'office': 'P',\n",
        "   'first_file_date': '2015-10-13',\n",
-       "   'candidate_id': 'P60016805',\n",
-       "   'load_date': '2018-02-17T09:16:20+00:00',\n",
-       "   'district': '00',\n",
+       "   'has_raised_funds': False,\n",
        "   'state': 'US',\n",
-       "   'name': 'MCMILLAN, JIMMY \"RENT IS TOO DAMN HIGH',\n",
+       "   'active_through': 2016},\n",
+       "  {'incumbent_challenge_full': 'Challenger',\n",
+       "   'name': 'MCMILLAN, JIMMY (AKA) JAMES ',\n",
+       "   'load_date': '2021-12-08T06:50:50+00:00',\n",
        "   'candidate_status': 'N',\n",
-       "   'district_number': 0,\n",
-       "   'office': 'P'},\n",
-       "  {'has_raised_funds': False,\n",
-       "   'incumbent_challenge': 'C',\n",
-       "   'federal_funds_flag': False,\n",
-       "   'party': 'REP',\n",
-       "   'incumbent_challenge_full': 'Challenger',\n",
-       "   'last_file_date': '2011-02-07',\n",
+       "   'party_full': 'REPUBLICAN PARTY',\n",
        "   'last_f2_date': '2011-02-07',\n",
+       "   'last_file_date': '2011-02-07',\n",
+       "   'election_years': [1996, 2012],\n",
        "   'inactive_election_years': None,\n",
-       "   'active_through': 2012,\n",
-       "   'election_districts': ['00', '00'],\n",
+       "   'district_number': 0,\n",
+       "   'district': '00',\n",
+       "   'party': 'REP',\n",
+       "   'incumbent_challenge': 'C',\n",
+       "   'office_full': 'President',\n",
+       "   'candidate_id': 'P60003290',\n",
+       "   'flags': 'P60003290',\n",
        "   'candidate_inactive': False,\n",
-       "   'party_full': 'REPUBLICAN PARTY',\n",
+       "   'election_districts': ['00', '00'],\n",
        "   'cycles': [1996, 1998, 2012, 2020, 2022],\n",
-       "   'flags': 'P60003290',\n",
-       "   'election_years': [1996, 2012],\n",
-       "   'office_full': 'President',\n",
+       "   'federal_funds_flag': False,\n",
+       "   'office': 'P',\n",
        "   'first_file_date': '1995-03-08',\n",
-       "   'candidate_id': 'P60003290',\n",
-       "   'load_date': '2021-12-08T06:50:50+00:00',\n",
-       "   'district': '00',\n",
+       "   'has_raised_funds': False,\n",
        "   'state': 'US',\n",
-       "   'name': 'MCMILLAN, JIMMY (AKA) JAMES ',\n",
-       "   'candidate_status': 'N',\n",
-       "   'district_number': 0,\n",
-       "   'office': 'P'}],\n",
-       " 'pagination': {'page': 1, 'pages': 1, 'per_page': 20, 'count': 2}}"
+       "   'active_through': 2012}],\n",
+       " 'pagination': {'per_page': 20, 'page': 1, 'count': 2, 'pages': 1}}"
       ]
      },
      "execution_count": 2,
@@ -512,10 +512,10 @@
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-     "iopub.status.idle": "2022-04-07T22:16:09.299950Z",
-     "shell.execute_reply": "2022-04-07T22:16:09.299395Z"
+     "iopub.execute_input": "2022-05-15T02:50:30.747883Z",
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+     "shell.execute_reply": "2022-05-15T02:50:30.751392Z"
     },
     "slideshow": {
      "slide_type": "-"
@@ -566,10 +566,10 @@
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-     "iopub.status.idle": "2022-04-07T22:16:09.580656Z",
-     "shell.execute_reply": "2022-04-07T22:16:09.579994Z"
+     "iopub.execute_input": "2022-05-15T02:50:30.755633Z",
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+     "shell.execute_reply": "2022-05-15T02:50:31.120058Z"
     },
     "scrolled": true,
     "slideshow": {
@@ -598,509 +598,509 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>name</th>\n",
+       "      <th>office_full</th>\n",
+       "      <th>active_through</th>\n",
        "      <th>last_file_date</th>\n",
-       "      <th>district</th>\n",
-       "      <th>candidate_id</th>\n",
-       "      <th>candidate_status</th>\n",
-       "      <th>incumbent_challenge_full</th>\n",
-       "      <th>cycles</th>\n",
-       "      <th>election_years</th>\n",
-       "      <th>first_file_date</th>\n",
        "      <th>flags</th>\n",
-       "      <th>...</th>\n",
        "      <th>district_number</th>\n",
-       "      <th>party_full</th>\n",
+       "      <th>name</th>\n",
+       "      <th>state</th>\n",
+       "      <th>election_years</th>\n",
+       "      <th>incumbent_challenge</th>\n",
+       "      <th>federal_funds_flag</th>\n",
+       "      <th>...</th>\n",
+       "      <th>cycles</th>\n",
+       "      <th>incumbent_challenge_full</th>\n",
        "      <th>load_date</th>\n",
-       "      <th>active_through</th>\n",
        "      <th>office</th>\n",
-       "      <th>candidate_inactive</th>\n",
-       "      <th>has_raised_funds</th>\n",
+       "      <th>first_file_date</th>\n",
+       "      <th>candidate_status</th>\n",
        "      <th>inactive_election_years</th>\n",
        "      <th>party</th>\n",
-       "      <th>office_full</th>\n",
+       "      <th>candidate_id</th>\n",
+       "      <th>party_full</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>AADLAND, ERIK</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2022</td>\n",
        "      <td>2021-12-27</td>\n",
-       "      <td>07</td>\n",
        "      <td>H2CO07170</td>\n",
-       "      <td>N</td>\n",
-       "      <td>Open seat</td>\n",
-       "      <td>[2022]</td>\n",
+       "      <td>7</td>\n",
+       "      <td>AADLAND, ERIK</td>\n",
+       "      <td>CO</td>\n",
        "      <td>[2022]</td>\n",
-       "      <td>2021-12-27</td>\n",
-       "      <td>H2CO07170</td>\n",
+       "      <td>O</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>7</td>\n",
-       "      <td>REPUBLICAN PARTY</td>\n",
+       "      <td>[2022]</td>\n",
+       "      <td>Open seat</td>\n",
        "      <td>2022-01-13T01:40:22+00:00</td>\n",
-       "      <td>2022</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2021-12-27</td>\n",
+       "      <td>N</td>\n",
        "      <td>None</td>\n",
        "      <td>REP</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H2CO07170</td>\n",
+       "      <td>REPUBLICAN PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>AALDERS, TIM</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2022</td>\n",
        "      <td>2022-03-21</td>\n",
-       "      <td>03</td>\n",
        "      <td>H2UT03280</td>\n",
-       "      <td>C</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[2022]</td>\n",
+       "      <td>3</td>\n",
+       "      <td>AALDERS, TIM</td>\n",
+       "      <td>UT</td>\n",
        "      <td>[2022]</td>\n",
-       "      <td>2020-03-24</td>\n",
-       "      <td>H2UT03280</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>3</td>\n",
-       "      <td>REPUBLICAN PARTY</td>\n",
+       "      <td>[2022]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2022-04-13T21:10:09+00:00</td>\n",
-       "      <td>2022</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2020-03-24</td>\n",
+       "      <td>C</td>\n",
        "      <td>None</td>\n",
        "      <td>REP</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H2UT03280</td>\n",
+       "      <td>REPUBLICAN PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>AALDERS, TIMOTHY NOEL</td>\n",
+       "      <td>Senate</td>\n",
+       "      <td>2018</td>\n",
        "      <td>2018-04-23</td>\n",
-       "      <td>00</td>\n",
        "      <td>S2UT00229</td>\n",
-       "      <td>P</td>\n",
-       "      <td>Open seat</td>\n",
-       "      <td>[2012, 2014, 2016, 2018, 2020]</td>\n",
+       "      <td>0</td>\n",
+       "      <td>AALDERS, TIMOTHY NOEL</td>\n",
+       "      <td>UT</td>\n",
        "      <td>[2012, 2018]</td>\n",
-       "      <td>2012-02-08</td>\n",
-       "      <td>S2UT00229</td>\n",
+       "      <td>O</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>0</td>\n",
-       "      <td>CONSTITUTION PARTY</td>\n",
+       "      <td>[2012, 2014, 2016, 2018, 2020]</td>\n",
+       "      <td>Open seat</td>\n",
        "      <td>2019-03-27T16:02:41+00:00</td>\n",
-       "      <td>2018</td>\n",
        "      <td>S</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2012-02-08</td>\n",
+       "      <td>P</td>\n",
        "      <td>None</td>\n",
        "      <td>CON</td>\n",
-       "      <td>Senate</td>\n",
+       "      <td>S2UT00229</td>\n",
+       "      <td>CONSTITUTION PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>AALOORI, BANGAR REDDY</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2020</td>\n",
        "      <td>2019-10-17</td>\n",
-       "      <td>22</td>\n",
        "      <td>H0TX22260</td>\n",
-       "      <td>C</td>\n",
-       "      <td>Open seat</td>\n",
-       "      <td>[2020]</td>\n",
+       "      <td>22</td>\n",
+       "      <td>AALOORI, BANGAR REDDY</td>\n",
+       "      <td>TX</td>\n",
        "      <td>[2020]</td>\n",
-       "      <td>2019-10-17</td>\n",
-       "      <td>H0TX22260</td>\n",
+       "      <td>O</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>22</td>\n",
-       "      <td>REPUBLICAN PARTY</td>\n",
+       "      <td>[2020]</td>\n",
+       "      <td>Open seat</td>\n",
        "      <td>2020-03-18T21:13:37+00:00</td>\n",
-       "      <td>2020</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2019-10-17</td>\n",
+       "      <td>C</td>\n",
        "      <td>None</td>\n",
        "      <td>REP</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H0TX22260</td>\n",
+       "      <td>REPUBLICAN PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>AAMODT, NORMAN O.</td>\n",
+       "      <td>House</td>\n",
+       "      <td>1978</td>\n",
        "      <td>1978-07-05</td>\n",
-       "      <td>16</td>\n",
        "      <td>H6PA16106</td>\n",
-       "      <td>P</td>\n",
-       "      <td>None</td>\n",
-       "      <td>[1976, 1978, 1980]</td>\n",
+       "      <td>16</td>\n",
+       "      <td>AAMODT, NORMAN O.</td>\n",
+       "      <td>PA</td>\n",
        "      <td>[1976, 1978]</td>\n",
-       "      <td>1976-04-12</td>\n",
-       "      <td>H6PA16106</td>\n",
+       "      <td>None</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>16</td>\n",
-       "      <td>REPUBLICAN PARTY</td>\n",
+       "      <td>[1976, 1978, 1980]</td>\n",
+       "      <td>None</td>\n",
        "      <td>2002-03-30T00:00:00+00:00</td>\n",
-       "      <td>1978</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>1976-04-12</td>\n",
+       "      <td>P</td>\n",
        "      <td>None</td>\n",
        "      <td>REP</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H6PA16106</td>\n",
+       "      <td>REPUBLICAN PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>AANESTAD, SAMUEL</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2012</td>\n",
        "      <td>2012-02-22</td>\n",
-       "      <td>01</td>\n",
        "      <td>H2CA01110</td>\n",
-       "      <td>P</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[2012, 2014, 2016]</td>\n",
+       "      <td>1</td>\n",
+       "      <td>AANESTAD, SAMUEL</td>\n",
+       "      <td>CA</td>\n",
        "      <td>[2012]</td>\n",
-       "      <td>2012-02-22</td>\n",
-       "      <td>H2CA01110</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>1</td>\n",
-       "      <td>REPUBLICAN PARTY</td>\n",
+       "      <td>[2012, 2014, 2016]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2013-04-26T09:04:30+00:00</td>\n",
-       "      <td>2012</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2012-02-22</td>\n",
+       "      <td>P</td>\n",
        "      <td>None</td>\n",
        "      <td>REP</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H2CA01110</td>\n",
+       "      <td>REPUBLICAN PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>AARESTAD, DAVID</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2018</td>\n",
        "      <td>2017-04-26</td>\n",
-       "      <td>06</td>\n",
        "      <td>H8CO06237</td>\n",
-       "      <td>C</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[2018]</td>\n",
+       "      <td>6</td>\n",
+       "      <td>AARESTAD, DAVID</td>\n",
+       "      <td>CO</td>\n",
        "      <td>[2018]</td>\n",
-       "      <td>2017-04-26</td>\n",
-       "      <td>H8CO06237</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>6</td>\n",
-       "      <td>DEMOCRATIC PARTY</td>\n",
+       "      <td>[2018]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2017-08-01T20:57:28+00:00</td>\n",
-       "      <td>2018</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2017-04-26</td>\n",
+       "      <td>C</td>\n",
        "      <td>None</td>\n",
        "      <td>DEM</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H8CO06237</td>\n",
+       "      <td>DEMOCRATIC PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>AARON, LAURA DAVIS</td>\n",
+       "      <td>President</td>\n",
+       "      <td>2008</td>\n",
        "      <td>2007-03-13</td>\n",
-       "      <td>00</td>\n",
        "      <td>P80002926</td>\n",
-       "      <td>N</td>\n",
-       "      <td>Open seat</td>\n",
-       "      <td>[2006, 2008, 2010, 2012, 2014, 2016]</td>\n",
+       "      <td>0</td>\n",
+       "      <td>AARON, LAURA DAVIS</td>\n",
+       "      <td>US</td>\n",
        "      <td>[2008]</td>\n",
-       "      <td>2005-10-12</td>\n",
-       "      <td>P80002926</td>\n",
+       "      <td>O</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>0</td>\n",
-       "      <td>DEMOCRATIC PARTY</td>\n",
+       "      <td>[2006, 2008, 2010, 2012, 2014, 2016]</td>\n",
+       "      <td>Open seat</td>\n",
        "      <td>2016-11-17T06:10:48+00:00</td>\n",
-       "      <td>2008</td>\n",
        "      <td>P</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2005-10-12</td>\n",
+       "      <td>N</td>\n",
        "      <td>None</td>\n",
        "      <td>DEM</td>\n",
-       "      <td>President</td>\n",
+       "      <td>P80002926</td>\n",
+       "      <td>DEMOCRATIC PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>AAZAMI, SHERVIN</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2022</td>\n",
        "      <td>2022-01-24</td>\n",
-       "      <td>32</td>\n",
        "      <td>H2CA30291</td>\n",
-       "      <td>C</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[2022]</td>\n",
+       "      <td>32</td>\n",
+       "      <td>AAZAMI, SHERVIN</td>\n",
+       "      <td>CA</td>\n",
        "      <td>[2022]</td>\n",
-       "      <td>2021-01-16</td>\n",
-       "      <td>H2CA30291</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>32</td>\n",
-       "      <td>DEMOCRATIC PARTY</td>\n",
+       "      <td>[2022]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2022-01-25T20:59:17+00:00</td>\n",
-       "      <td>2022</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2021-01-16</td>\n",
+       "      <td>C</td>\n",
        "      <td>None</td>\n",
        "      <td>DEM</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H2CA30291</td>\n",
+       "      <td>DEMOCRATIC PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>ABAIR, PETER JON</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2000</td>\n",
        "      <td>2000-02-02</td>\n",
-       "      <td>01</td>\n",
        "      <td>H0MA01024</td>\n",
-       "      <td>P</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[2000, 2002, 2004]</td>\n",
+       "      <td>1</td>\n",
+       "      <td>ABAIR, PETER JON</td>\n",
+       "      <td>MA</td>\n",
        "      <td>[2000]</td>\n",
-       "      <td>2000-02-02</td>\n",
-       "      <td>H0MA01024</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>1</td>\n",
-       "      <td>REPUBLICAN PARTY</td>\n",
+       "      <td>[2000, 2002, 2004]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2002-04-12T00:00:00+00:00</td>\n",
-       "      <td>2000</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2000-02-02</td>\n",
+       "      <td>P</td>\n",
        "      <td>None</td>\n",
        "      <td>REP</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H0MA01024</td>\n",
+       "      <td>REPUBLICAN PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>ABATE, CAMILLE M</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2008</td>\n",
        "      <td>2007-06-05</td>\n",
-       "      <td>05</td>\n",
        "      <td>H6NJ05155</td>\n",
-       "      <td>C</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[2006, 2008]</td>\n",
+       "      <td>5</td>\n",
+       "      <td>ABATE, CAMILLE M</td>\n",
+       "      <td>NJ</td>\n",
        "      <td>[2006, 2008]</td>\n",
-       "      <td>2006-03-28</td>\n",
-       "      <td>H6NJ05155</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>5</td>\n",
-       "      <td>DEMOCRATIC PARTY</td>\n",
+       "      <td>[2006, 2008]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2009-04-29T00:00:00+00:00</td>\n",
-       "      <td>2008</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2006-03-28</td>\n",
+       "      <td>C</td>\n",
        "      <td>None</td>\n",
        "      <td>DEM</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H6NJ05155</td>\n",
+       "      <td>DEMOCRATIC PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>ABATE, FRANK G</td>\n",
+       "      <td>House</td>\n",
+       "      <td>1992</td>\n",
        "      <td>1992-04-15</td>\n",
-       "      <td>12</td>\n",
        "      <td>H2NJ12036</td>\n",
-       "      <td>P</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[1992, 1994, 1996, 1998]</td>\n",
+       "      <td>12</td>\n",
+       "      <td>ABATE, FRANK G</td>\n",
+       "      <td>NJ</td>\n",
        "      <td>[1992]</td>\n",
-       "      <td>1992-04-15</td>\n",
-       "      <td>H2NJ12036</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>12</td>\n",
-       "      <td>DEMOCRATIC PARTY</td>\n",
+       "      <td>[1992, 1994, 1996, 1998]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2002-04-03T00:00:00+00:00</td>\n",
-       "      <td>1992</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>1992-04-15</td>\n",
+       "      <td>P</td>\n",
        "      <td>None</td>\n",
        "      <td>DEM</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H2NJ12036</td>\n",
+       "      <td>DEMOCRATIC PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>ABBAS, JEFFREY LYN</td>\n",
+       "      <td>House</td>\n",
+       "      <td>1990</td>\n",
        "      <td>1990-05-01</td>\n",
-       "      <td>03</td>\n",
        "      <td>H0IA03071</td>\n",
-       "      <td>C</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[1990]</td>\n",
+       "      <td>3</td>\n",
+       "      <td>ABBAS, JEFFREY LYN</td>\n",
+       "      <td>IA</td>\n",
        "      <td>[1990]</td>\n",
-       "      <td>1990-05-01</td>\n",
-       "      <td>H0IA03071</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>3</td>\n",
-       "      <td>REPUBLICAN PARTY</td>\n",
+       "      <td>[1990]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2002-03-30T00:00:00+00:00</td>\n",
-       "      <td>1990</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>1990-05-01</td>\n",
+       "      <td>C</td>\n",
        "      <td>None</td>\n",
        "      <td>REP</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H0IA03071</td>\n",
+       "      <td>REPUBLICAN PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>ABBOTT, BONNIE</td>\n",
+       "      <td>House</td>\n",
+       "      <td>1994</td>\n",
        "      <td>1994-01-14</td>\n",
-       "      <td>15</td>\n",
        "      <td>H4TX15043</td>\n",
-       "      <td>C</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[1994]</td>\n",
+       "      <td>15</td>\n",
+       "      <td>ABBOTT, BONNIE</td>\n",
+       "      <td>TX</td>\n",
        "      <td>[1994]</td>\n",
-       "      <td>1994-01-14</td>\n",
-       "      <td>H4TX15043</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>15</td>\n",
-       "      <td>REPUBLICAN PARTY</td>\n",
+       "      <td>[1994]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2002-03-30T00:00:00+00:00</td>\n",
-       "      <td>1994</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>1994-01-14</td>\n",
+       "      <td>C</td>\n",
        "      <td>None</td>\n",
        "      <td>REP</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H4TX15043</td>\n",
+       "      <td>REPUBLICAN PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
-       "      <td>ABBOTT, JAMES W</td>\n",
+       "      <td>House</td>\n",
+       "      <td>1996</td>\n",
        "      <td>1995-10-02</td>\n",
-       "      <td>01</td>\n",
        "      <td>H6SD00077</td>\n",
-       "      <td>P</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[1996, 1998]</td>\n",
+       "      <td>1</td>\n",
+       "      <td>ABBOTT, JAMES W</td>\n",
+       "      <td>SD</td>\n",
        "      <td>[1996]</td>\n",
-       "      <td>1995-10-02</td>\n",
-       "      <td>H6SD00077</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>1</td>\n",
-       "      <td>DEMOCRATIC PARTY</td>\n",
+       "      <td>[1996, 1998]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2002-04-03T00:00:00+00:00</td>\n",
-       "      <td>1996</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>1995-10-02</td>\n",
+       "      <td>P</td>\n",
        "      <td>None</td>\n",
        "      <td>DEM</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H6SD00077</td>\n",
+       "      <td>DEMOCRATIC PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>ABBOTT, JOHN HANCOCK</td>\n",
-       "      <td>1988-08-29</td>\n",
-       "      <td>00</td>\n",
-       "      <td>S6CA00345</td>\n",
-       "      <td>N</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[1986, 1988]</td>\n",
-       "      <td>[1986, 1988]</td>\n",
-       "      <td>1988-05-16</td>\n",
-       "      <td>S6CA00345</td>\n",
-       "      <td>...</td>\n",
+       "      <td>President</td>\n",
+       "      <td>1992</td>\n",
+       "      <td>1992-06-16</td>\n",
+       "      <td>P80002579</td>\n",
        "      <td>0</td>\n",
-       "      <td>DEMOCRATIC PARTY</td>\n",
-       "      <td>2005-05-26T00:00:00+00:00</td>\n",
-       "      <td>1988</td>\n",
-       "      <td>S</td>\n",
-       "      <td>False</td>\n",
+       "      <td>ABBOTT, JOHN HANCOCK</td>\n",
+       "      <td>US</td>\n",
+       "      <td>[1988, 1992]</td>\n",
+       "      <td>C</td>\n",
        "      <td>True</td>\n",
+       "      <td>...</td>\n",
+       "      <td>[1988, 1990, 1992, 1994, 1996, 1998]</td>\n",
+       "      <td>Challenger</td>\n",
+       "      <td>2002-04-03T00:00:00+00:00</td>\n",
+       "      <td>P</td>\n",
+       "      <td>1988-08-29</td>\n",
+       "      <td>P</td>\n",
        "      <td>None</td>\n",
        "      <td>DEM</td>\n",
-       "      <td>Senate</td>\n",
+       "      <td>P80002579</td>\n",
+       "      <td>DEMOCRATIC PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
-       "      <td>ABBOTT, JOHN HANCOCK</td>\n",
-       "      <td>1992-06-16</td>\n",
-       "      <td>00</td>\n",
-       "      <td>P80002579</td>\n",
-       "      <td>P</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[1988, 1990, 1992, 1994, 1996, 1998]</td>\n",
-       "      <td>[1988, 1992]</td>\n",
+       "      <td>Senate</td>\n",
+       "      <td>1988</td>\n",
        "      <td>1988-08-29</td>\n",
-       "      <td>P80002579</td>\n",
-       "      <td>...</td>\n",
+       "      <td>S6CA00345</td>\n",
        "      <td>0</td>\n",
-       "      <td>DEMOCRATIC PARTY</td>\n",
-       "      <td>2002-04-03T00:00:00+00:00</td>\n",
-       "      <td>1992</td>\n",
-       "      <td>P</td>\n",
+       "      <td>ABBOTT, JOHN HANCOCK</td>\n",
+       "      <td>CA</td>\n",
+       "      <td>[1986, 1988]</td>\n",
+       "      <td>C</td>\n",
        "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>...</td>\n",
+       "      <td>[1986, 1988]</td>\n",
+       "      <td>Challenger</td>\n",
+       "      <td>2005-05-26T00:00:00+00:00</td>\n",
+       "      <td>S</td>\n",
+       "      <td>1988-05-16</td>\n",
+       "      <td>N</td>\n",
        "      <td>None</td>\n",
        "      <td>DEM</td>\n",
-       "      <td>President</td>\n",
+       "      <td>S6CA00345</td>\n",
+       "      <td>DEMOCRATIC PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>17</th>\n",
-       "      <td>ABBOTT, PHILLIP J.</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2004</td>\n",
        "      <td>2002-03-12</td>\n",
-       "      <td>18</td>\n",
        "      <td>H2TX18082</td>\n",
-       "      <td>P</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[2002, 2004]</td>\n",
+       "      <td>18</td>\n",
+       "      <td>ABBOTT, PHILLIP J.</td>\n",
+       "      <td>TX</td>\n",
        "      <td>[2002, 2004]</td>\n",
-       "      <td>2002-03-12</td>\n",
-       "      <td>H2TX18082</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>18</td>\n",
-       "      <td>REPUBLICAN PARTY</td>\n",
+       "      <td>[2002, 2004]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2005-03-02T00:00:00+00:00</td>\n",
-       "      <td>2004</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2002-03-12</td>\n",
+       "      <td>P</td>\n",
        "      <td>None</td>\n",
        "      <td>REP</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H2TX18082</td>\n",
+       "      <td>REPUBLICAN PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>18</th>\n",
-       "      <td>ABBOTT, RAYMOND H</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2000</td>\n",
        "      <td>2000-05-25</td>\n",
-       "      <td>03</td>\n",
        "      <td>H4KY03095</td>\n",
-       "      <td>P</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[1994, 1996, 2000]</td>\n",
+       "      <td>3</td>\n",
+       "      <td>ABBOTT, RAYMOND H</td>\n",
+       "      <td>KY</td>\n",
        "      <td>[1994, 1996, 2000]</td>\n",
-       "      <td>1994-05-11</td>\n",
-       "      <td>H4KY03095</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>3</td>\n",
-       "      <td>DEMOCRATIC PARTY</td>\n",
+       "      <td>[1994, 1996, 2000]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2002-04-07T00:00:00+00:00</td>\n",
-       "      <td>2000</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>1994-05-11</td>\n",
+       "      <td>P</td>\n",
        "      <td>None</td>\n",
        "      <td>DEM</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H4KY03095</td>\n",
+       "      <td>DEMOCRATIC PARTY</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>19</th>\n",
-       "      <td>ABBOTT, WILLIAM ANTHONY</td>\n",
+       "      <td>House</td>\n",
+       "      <td>2004</td>\n",
        "      <td>2004-01-22</td>\n",
-       "      <td>04</td>\n",
        "      <td>H2IN04101</td>\n",
-       "      <td>P</td>\n",
-       "      <td>Challenger</td>\n",
-       "      <td>[2002, 2004, 2006, 2008]</td>\n",
+       "      <td>4</td>\n",
+       "      <td>ABBOTT, WILLIAM ANTHONY</td>\n",
+       "      <td>IN</td>\n",
        "      <td>[2002, 2004]</td>\n",
-       "      <td>2002-06-05</td>\n",
-       "      <td>H2IN04101</td>\n",
+       "      <td>C</td>\n",
+       "      <td>False</td>\n",
        "      <td>...</td>\n",
-       "      <td>4</td>\n",
-       "      <td>DEMOCRATIC PARTY</td>\n",
+       "      <td>[2002, 2004, 2006, 2008]</td>\n",
+       "      <td>Challenger</td>\n",
        "      <td>2004-01-29T00:00:00+00:00</td>\n",
-       "      <td>2004</td>\n",
        "      <td>H</td>\n",
-       "      <td>False</td>\n",
-       "      <td>True</td>\n",
+       "      <td>2002-06-05</td>\n",
+       "      <td>P</td>\n",
        "      <td>None</td>\n",
        "      <td>DEM</td>\n",
-       "      <td>House</td>\n",
+       "      <td>H2IN04101</td>\n",
+       "      <td>DEMOCRATIC PARTY</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -1108,137 +1108,137 @@
        "</div>"
       ],
       "text/plain": [
-       "                       name last_file_date district candidate_id  \\\n",
-       "0             AADLAND, ERIK     2021-12-27       07    H2CO07170   \n",
-       "1              AALDERS, TIM     2022-03-21       03    H2UT03280   \n",
-       "2     AALDERS, TIMOTHY NOEL     2018-04-23       00    S2UT00229   \n",
-       "3     AALOORI, BANGAR REDDY     2019-10-17       22    H0TX22260   \n",
-       "4         AAMODT, NORMAN O.     1978-07-05       16    H6PA16106   \n",
-       "5          AANESTAD, SAMUEL     2012-02-22       01    H2CA01110   \n",
-       "6           AARESTAD, DAVID     2017-04-26       06    H8CO06237   \n",
-       "7        AARON, LAURA DAVIS     2007-03-13       00    P80002926   \n",
-       "8           AAZAMI, SHERVIN     2022-01-24       32    H2CA30291   \n",
-       "9          ABAIR, PETER JON     2000-02-02       01    H0MA01024   \n",
-       "10         ABATE, CAMILLE M     2007-06-05       05    H6NJ05155   \n",
-       "11           ABATE, FRANK G     1992-04-15       12    H2NJ12036   \n",
-       "12       ABBAS, JEFFREY LYN     1990-05-01       03    H0IA03071   \n",
-       "13           ABBOTT, BONNIE     1994-01-14       15    H4TX15043   \n",
-       "14          ABBOTT, JAMES W     1995-10-02       01    H6SD00077   \n",
-       "15     ABBOTT, JOHN HANCOCK     1988-08-29       00    S6CA00345   \n",
-       "16     ABBOTT, JOHN HANCOCK     1992-06-16       00    P80002579   \n",
-       "17       ABBOTT, PHILLIP J.     2002-03-12       18    H2TX18082   \n",
-       "18        ABBOTT, RAYMOND H     2000-05-25       03    H4KY03095   \n",
-       "19  ABBOTT, WILLIAM ANTHONY     2004-01-22       04    H2IN04101   \n",
+       "   office_full  active_through last_file_date      flags  district_number  \\\n",
+       "0        House            2022     2021-12-27  H2CO07170                7   \n",
+       "1        House            2022     2022-03-21  H2UT03280                3   \n",
+       "2       Senate            2018     2018-04-23  S2UT00229                0   \n",
+       "3        House            2020     2019-10-17  H0TX22260               22   \n",
+       "4        House            1978     1978-07-05  H6PA16106               16   \n",
+       "5        House            2012     2012-02-22  H2CA01110                1   \n",
+       "6        House            2018     2017-04-26  H8CO06237                6   \n",
+       "7    President            2008     2007-03-13  P80002926                0   \n",
+       "8        House            2022     2022-01-24  H2CA30291               32   \n",
+       "9        House            2000     2000-02-02  H0MA01024                1   \n",
+       "10       House            2008     2007-06-05  H6NJ05155                5   \n",
+       "11       House            1992     1992-04-15  H2NJ12036               12   \n",
+       "12       House            1990     1990-05-01  H0IA03071                3   \n",
+       "13       House            1994     1994-01-14  H4TX15043               15   \n",
+       "14       House            1996     1995-10-02  H6SD00077                1   \n",
+       "15   President            1992     1992-06-16  P80002579                0   \n",
+       "16      Senate            1988     1988-08-29  S6CA00345                0   \n",
+       "17       House            2004     2002-03-12  H2TX18082               18   \n",
+       "18       House            2000     2000-05-25  H4KY03095                3   \n",
+       "19       House            2004     2004-01-22  H2IN04101                4   \n",
        "\n",
-       "   candidate_status incumbent_challenge_full  \\\n",
-       "0                 N                Open seat   \n",
-       "1                 C               Challenger   \n",
-       "2                 P                Open seat   \n",
-       "3                 C                Open seat   \n",
-       "4                 P                     None   \n",
-       "5                 P               Challenger   \n",
-       "6                 C               Challenger   \n",
-       "7                 N                Open seat   \n",
-       "8                 C               Challenger   \n",
-       "9                 P               Challenger   \n",
-       "10                C               Challenger   \n",
-       "11                P               Challenger   \n",
-       "12                C               Challenger   \n",
-       "13                C               Challenger   \n",
-       "14                P               Challenger   \n",
-       "15                N               Challenger   \n",
-       "16                P               Challenger   \n",
-       "17                P               Challenger   \n",
-       "18                P               Challenger   \n",
-       "19                P               Challenger   \n",
+       "                       name state      election_years incumbent_challenge  \\\n",
+       "0             AADLAND, ERIK    CO              [2022]                   O   \n",
+       "1              AALDERS, TIM    UT              [2022]                   C   \n",
+       "2     AALDERS, TIMOTHY NOEL    UT        [2012, 2018]                   O   \n",
+       "3     AALOORI, BANGAR REDDY    TX              [2020]                   O   \n",
+       "4         AAMODT, NORMAN O.    PA        [1976, 1978]                None   \n",
+       "5          AANESTAD, SAMUEL    CA              [2012]                   C   \n",
+       "6           AARESTAD, DAVID    CO              [2018]                   C   \n",
+       "7        AARON, LAURA DAVIS    US              [2008]                   O   \n",
+       "8           AAZAMI, SHERVIN    CA              [2022]                   C   \n",
+       "9          ABAIR, PETER JON    MA              [2000]                   C   \n",
+       "10         ABATE, CAMILLE M    NJ        [2006, 2008]                   C   \n",
+       "11           ABATE, FRANK G    NJ              [1992]                   C   \n",
+       "12       ABBAS, JEFFREY LYN    IA              [1990]                   C   \n",
+       "13           ABBOTT, BONNIE    TX              [1994]                   C   \n",
+       "14          ABBOTT, JAMES W    SD              [1996]                   C   \n",
+       "15     ABBOTT, JOHN HANCOCK    US        [1988, 1992]                   C   \n",
+       "16     ABBOTT, JOHN HANCOCK    CA        [1986, 1988]                   C   \n",
+       "17       ABBOTT, PHILLIP J.    TX        [2002, 2004]                   C   \n",
+       "18        ABBOTT, RAYMOND H    KY  [1994, 1996, 2000]                   C   \n",
+       "19  ABBOTT, WILLIAM ANTHONY    IN        [2002, 2004]                   C   \n",
        "\n",
-       "                                  cycles      election_years first_file_date  \\\n",
-       "0                                 [2022]              [2022]      2021-12-27   \n",
-       "1                                 [2022]              [2022]      2020-03-24   \n",
-       "2         [2012, 2014, 2016, 2018, 2020]        [2012, 2018]      2012-02-08   \n",
-       "3                                 [2020]              [2020]      2019-10-17   \n",
-       "4                     [1976, 1978, 1980]        [1976, 1978]      1976-04-12   \n",
-       "5                     [2012, 2014, 2016]              [2012]      2012-02-22   \n",
-       "6                                 [2018]              [2018]      2017-04-26   \n",
-       "7   [2006, 2008, 2010, 2012, 2014, 2016]              [2008]      2005-10-12   \n",
-       "8                                 [2022]              [2022]      2021-01-16   \n",
-       "9                     [2000, 2002, 2004]              [2000]      2000-02-02   \n",
-       "10                          [2006, 2008]        [2006, 2008]      2006-03-28   \n",
-       "11              [1992, 1994, 1996, 1998]              [1992]      1992-04-15   \n",
-       "12                                [1990]              [1990]      1990-05-01   \n",
-       "13                                [1994]              [1994]      1994-01-14   \n",
-       "14                          [1996, 1998]              [1996]      1995-10-02   \n",
-       "15                          [1986, 1988]        [1986, 1988]      1988-05-16   \n",
-       "16  [1988, 1990, 1992, 1994, 1996, 1998]        [1988, 1992]      1988-08-29   \n",
-       "17                          [2002, 2004]        [2002, 2004]      2002-03-12   \n",
-       "18                    [1994, 1996, 2000]  [1994, 1996, 2000]      1994-05-11   \n",
-       "19              [2002, 2004, 2006, 2008]        [2002, 2004]      2002-06-05   \n",
+       "    federal_funds_flag  ...                                cycles  \\\n",
+       "0                False  ...                                [2022]   \n",
+       "1                False  ...                                [2022]   \n",
+       "2                False  ...        [2012, 2014, 2016, 2018, 2020]   \n",
+       "3                False  ...                                [2020]   \n",
+       "4                False  ...                    [1976, 1978, 1980]   \n",
+       "5                False  ...                    [2012, 2014, 2016]   \n",
+       "6                False  ...                                [2018]   \n",
+       "7                False  ...  [2006, 2008, 2010, 2012, 2014, 2016]   \n",
+       "8                False  ...                                [2022]   \n",
+       "9                False  ...                    [2000, 2002, 2004]   \n",
+       "10               False  ...                          [2006, 2008]   \n",
+       "11               False  ...              [1992, 1994, 1996, 1998]   \n",
+       "12               False  ...                                [1990]   \n",
+       "13               False  ...                                [1994]   \n",
+       "14               False  ...                          [1996, 1998]   \n",
+       "15                True  ...  [1988, 1990, 1992, 1994, 1996, 1998]   \n",
+       "16               False  ...                          [1986, 1988]   \n",
+       "17               False  ...                          [2002, 2004]   \n",
+       "18               False  ...                    [1994, 1996, 2000]   \n",
+       "19               False  ...              [2002, 2004, 2006, 2008]   \n",
        "\n",
-       "        flags  ... district_number          party_full  \\\n",
-       "0   H2CO07170  ...               7    REPUBLICAN PARTY   \n",
-       "1   H2UT03280  ...               3    REPUBLICAN PARTY   \n",
-       "2   S2UT00229  ...               0  CONSTITUTION PARTY   \n",
-       "3   H0TX22260  ...              22    REPUBLICAN PARTY   \n",
-       "4   H6PA16106  ...              16    REPUBLICAN PARTY   \n",
-       "5   H2CA01110  ...               1    REPUBLICAN PARTY   \n",
-       "6   H8CO06237  ...               6    DEMOCRATIC PARTY   \n",
-       "7   P80002926  ...               0    DEMOCRATIC PARTY   \n",
-       "8   H2CA30291  ...              32    DEMOCRATIC PARTY   \n",
-       "9   H0MA01024  ...               1    REPUBLICAN PARTY   \n",
-       "10  H6NJ05155  ...               5    DEMOCRATIC PARTY   \n",
-       "11  H2NJ12036  ...              12    DEMOCRATIC PARTY   \n",
-       "12  H0IA03071  ...               3    REPUBLICAN PARTY   \n",
-       "13  H4TX15043  ...              15    REPUBLICAN PARTY   \n",
-       "14  H6SD00077  ...               1    DEMOCRATIC PARTY   \n",
-       "15  S6CA00345  ...               0    DEMOCRATIC PARTY   \n",
-       "16  P80002579  ...               0    DEMOCRATIC PARTY   \n",
-       "17  H2TX18082  ...              18    REPUBLICAN PARTY   \n",
-       "18  H4KY03095  ...               3    DEMOCRATIC PARTY   \n",
-       "19  H2IN04101  ...               4    DEMOCRATIC PARTY   \n",
+       "    incumbent_challenge_full                  load_date office  \\\n",
+       "0                  Open seat  2022-01-13T01:40:22+00:00      H   \n",
+       "1                 Challenger  2022-04-13T21:10:09+00:00      H   \n",
+       "2                  Open seat  2019-03-27T16:02:41+00:00      S   \n",
+       "3                  Open seat  2020-03-18T21:13:37+00:00      H   \n",
+       "4                       None  2002-03-30T00:00:00+00:00      H   \n",
+       "5                 Challenger  2013-04-26T09:04:30+00:00      H   \n",
+       "6                 Challenger  2017-08-01T20:57:28+00:00      H   \n",
+       "7                  Open seat  2016-11-17T06:10:48+00:00      P   \n",
+       "8                 Challenger  2022-01-25T20:59:17+00:00      H   \n",
+       "9                 Challenger  2002-04-12T00:00:00+00:00      H   \n",
+       "10                Challenger  2009-04-29T00:00:00+00:00      H   \n",
+       "11                Challenger  2002-04-03T00:00:00+00:00      H   \n",
+       "12                Challenger  2002-03-30T00:00:00+00:00      H   \n",
+       "13                Challenger  2002-03-30T00:00:00+00:00      H   \n",
+       "14                Challenger  2002-04-03T00:00:00+00:00      H   \n",
+       "15                Challenger  2002-04-03T00:00:00+00:00      P   \n",
+       "16                Challenger  2005-05-26T00:00:00+00:00      S   \n",
+       "17                Challenger  2005-03-02T00:00:00+00:00      H   \n",
+       "18                Challenger  2002-04-07T00:00:00+00:00      H   \n",
+       "19                Challenger  2004-01-29T00:00:00+00:00      H   \n",
        "\n",
-       "                    load_date  active_through office  candidate_inactive  \\\n",
-       "0   2022-01-13T01:40:22+00:00            2022      H               False   \n",
-       "1   2022-04-13T21:10:09+00:00            2022      H               False   \n",
-       "2   2019-03-27T16:02:41+00:00            2018      S               False   \n",
-       "3   2020-03-18T21:13:37+00:00            2020      H               False   \n",
-       "4   2002-03-30T00:00:00+00:00            1978      H               False   \n",
-       "5   2013-04-26T09:04:30+00:00            2012      H               False   \n",
-       "6   2017-08-01T20:57:28+00:00            2018      H               False   \n",
-       "7   2016-11-17T06:10:48+00:00            2008      P               False   \n",
-       "8   2022-01-25T20:59:17+00:00            2022      H               False   \n",
-       "9   2002-04-12T00:00:00+00:00            2000      H               False   \n",
-       "10  2009-04-29T00:00:00+00:00            2008      H               False   \n",
-       "11  2002-04-03T00:00:00+00:00            1992      H               False   \n",
-       "12  2002-03-30T00:00:00+00:00            1990      H               False   \n",
-       "13  2002-03-30T00:00:00+00:00            1994      H               False   \n",
-       "14  2002-04-03T00:00:00+00:00            1996      H               False   \n",
-       "15  2005-05-26T00:00:00+00:00            1988      S               False   \n",
-       "16  2002-04-03T00:00:00+00:00            1992      P               False   \n",
-       "17  2005-03-02T00:00:00+00:00            2004      H               False   \n",
-       "18  2002-04-07T00:00:00+00:00            2000      H               False   \n",
-       "19  2004-01-29T00:00:00+00:00            2004      H               False   \n",
+       "   first_file_date candidate_status inactive_election_years party  \\\n",
+       "0       2021-12-27                N                    None   REP   \n",
+       "1       2020-03-24                C                    None   REP   \n",
+       "2       2012-02-08                P                    None   CON   \n",
+       "3       2019-10-17                C                    None   REP   \n",
+       "4       1976-04-12                P                    None   REP   \n",
+       "5       2012-02-22                P                    None   REP   \n",
+       "6       2017-04-26                C                    None   DEM   \n",
+       "7       2005-10-12                N                    None   DEM   \n",
+       "8       2021-01-16                C                    None   DEM   \n",
+       "9       2000-02-02                P                    None   REP   \n",
+       "10      2006-03-28                C                    None   DEM   \n",
+       "11      1992-04-15                P                    None   DEM   \n",
+       "12      1990-05-01                C                    None   REP   \n",
+       "13      1994-01-14                C                    None   REP   \n",
+       "14      1995-10-02                P                    None   DEM   \n",
+       "15      1988-08-29                P                    None   DEM   \n",
+       "16      1988-05-16                N                    None   DEM   \n",
+       "17      2002-03-12                P                    None   REP   \n",
+       "18      1994-05-11                P                    None   DEM   \n",
+       "19      2002-06-05                P                    None   DEM   \n",
        "\n",
-       "   has_raised_funds inactive_election_years  party office_full  \n",
-       "0              True                    None    REP       House  \n",
-       "1              True                    None    REP       House  \n",
-       "2              True                    None    CON      Senate  \n",
-       "3              True                    None    REP       House  \n",
-       "4              True                    None    REP       House  \n",
-       "5              True                    None    REP       House  \n",
-       "6              True                    None    DEM       House  \n",
-       "7              True                    None    DEM   President  \n",
-       "8              True                    None    DEM       House  \n",
-       "9              True                    None    REP       House  \n",
-       "10             True                    None    DEM       House  \n",
-       "11             True                    None    DEM       House  \n",
-       "12             True                    None    REP       House  \n",
-       "13             True                    None    REP       House  \n",
-       "14             True                    None    DEM       House  \n",
-       "15             True                    None    DEM      Senate  \n",
-       "16             True                    None    DEM   President  \n",
-       "17             True                    None    REP       House  \n",
-       "18             True                    None    DEM       House  \n",
-       "19             True                    None    DEM       House  \n",
+       "   candidate_id          party_full  \n",
+       "0     H2CO07170    REPUBLICAN PARTY  \n",
+       "1     H2UT03280    REPUBLICAN PARTY  \n",
+       "2     S2UT00229  CONSTITUTION PARTY  \n",
+       "3     H0TX22260    REPUBLICAN PARTY  \n",
+       "4     H6PA16106    REPUBLICAN PARTY  \n",
+       "5     H2CA01110    REPUBLICAN PARTY  \n",
+       "6     H8CO06237    DEMOCRATIC PARTY  \n",
+       "7     P80002926    DEMOCRATIC PARTY  \n",
+       "8     H2CA30291    DEMOCRATIC PARTY  \n",
+       "9     H0MA01024    REPUBLICAN PARTY  \n",
+       "10    H6NJ05155    DEMOCRATIC PARTY  \n",
+       "11    H2NJ12036    DEMOCRATIC PARTY  \n",
+       "12    H0IA03071    REPUBLICAN PARTY  \n",
+       "13    H4TX15043    REPUBLICAN PARTY  \n",
+       "14    H6SD00077    DEMOCRATIC PARTY  \n",
+       "15    P80002579    DEMOCRATIC PARTY  \n",
+       "16    S6CA00345    DEMOCRATIC PARTY  \n",
+       "17    H2TX18082    REPUBLICAN PARTY  \n",
+       "18    H4KY03095    DEMOCRATIC PARTY  \n",
+       "19    H2IN04101    DEMOCRATIC PARTY  \n",
        "\n",
        "[20 rows x 25 columns]"
       ]
@@ -1304,10 +1304,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:16:09.583936Z",
-     "iopub.status.busy": "2022-04-07T22:16:09.583707Z",
-     "iopub.status.idle": "2022-04-07T22:16:09.587749Z",
-     "shell.execute_reply": "2022-04-07T22:16:09.587371Z"
+     "iopub.execute_input": "2022-05-15T02:50:31.124245Z",
+     "iopub.status.busy": "2022-05-15T02:50:31.123698Z",
+     "iopub.status.idle": "2022-05-15T02:50:31.128888Z",
+     "shell.execute_reply": "2022-05-15T02:50:31.128288Z"
     },
     "slideshow": {
      "slide_type": "subslide"
@@ -1317,7 +1317,7 @@
     {
      "data": {
       "text/plain": [
-       "datetime.datetime(2022, 4, 28, 17, 45, 40, 847519)"
+       "datetime.datetime(2022, 5, 15, 2, 50, 31, 125499)"
       ]
      },
      "execution_count": 5,
@@ -1337,10 +1337,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:16:09.590371Z",
-     "iopub.status.busy": "2022-04-07T22:16:09.590170Z",
-     "iopub.status.idle": "2022-04-07T22:16:09.594295Z",
-     "shell.execute_reply": "2022-04-07T22:16:09.593669Z"
+     "iopub.execute_input": "2022-05-15T02:50:31.131337Z",
+     "iopub.status.busy": "2022-05-15T02:50:31.131099Z",
+     "iopub.status.idle": "2022-05-15T02:50:31.134821Z",
+     "shell.execute_reply": "2022-05-15T02:50:31.134326Z"
     },
     "slideshow": {
      "slide_type": "fragment"
@@ -1350,7 +1350,7 @@
     {
      "data": {
       "text/plain": [
-       "datetime.datetime(2022, 4, 21, 17, 45, 40, 847519)"
+       "datetime.datetime(2022, 5, 8, 2, 50, 31, 125499)"
       ]
      },
      "execution_count": 6,
@@ -1368,10 +1368,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:16:09.596753Z",
-     "iopub.status.busy": "2022-04-07T22:16:09.596596Z",
-     "iopub.status.idle": "2022-04-07T22:16:09.599800Z",
-     "shell.execute_reply": "2022-04-07T22:16:09.599416Z"
+     "iopub.execute_input": "2022-05-15T02:50:31.137468Z",
+     "iopub.status.busy": "2022-05-15T02:50:31.137178Z",
+     "iopub.status.idle": "2022-05-15T02:50:31.141053Z",
+     "shell.execute_reply": "2022-05-15T02:50:31.140475Z"
     },
     "slideshow": {
      "slide_type": "fragment"
@@ -1381,7 +1381,7 @@
     {
      "data": {
       "text/plain": [
-       "'2022-04-21T17:45:40.847519'"
+       "'2022-05-08T02:50:31.125499'"
       ]
      },
      "execution_count": 7,
@@ -1409,10 +1409,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:16:09.602217Z",
-     "iopub.status.busy": "2022-04-07T22:16:09.602057Z",
-     "iopub.status.idle": "2022-04-07T22:16:10.681865Z",
-     "shell.execute_reply": "2022-04-07T22:16:10.681395Z"
+     "iopub.execute_input": "2022-05-15T02:50:31.143821Z",
+     "iopub.status.busy": "2022-05-15T02:50:31.143593Z",
+     "iopub.status.idle": "2022-05-15T02:50:31.412007Z",
+     "shell.execute_reply": "2022-05-15T02:50:31.411108Z"
     },
     "slideshow": {
      "slide_type": "-"
@@ -1422,31716 +1422,7 @@
     {
      "data": {
       "text/plain": [
-       "[{'unique_key': '53972143',\n",
-       "  'created_date': '2022-04-21T17:46:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise: Alarms (NR3)',\n",
-       "  'incident_zip': '10460',\n",
-       "  'incident_address': '2123 BOSTON ROAD',\n",
-       "  'street_name': 'BOSTON ROAD',\n",
-       "  'cross_street_1': 'E 180 ST',\n",
-       "  'cross_street_2': 'BRONX PARK S',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'bbl': '2031380001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1018046',\n",
-       "  'y_coordinate_state_plane': '246489',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.843165857932014',\n",
-       "  'longitude': '-73.87785400273388',\n",
-       "  'location': {'latitude': '40.843165857932014',\n",
-       "   'longitude': '-73.87785400273388',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971049',\n",
-       "  'created_date': '2022-04-21T17:46:00.000',\n",
-       "  'closed_date': '2022-04-22T00:40:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Leaking (WC1)',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '2195 3 AVENUE',\n",
-       "  'street_name': '3 AVENUE',\n",
-       "  'cross_street_1': 'E 119 ST',\n",
-       "  'cross_street_2': 'E 120 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection investigated this complaint and shut the running hydrant.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:40:00.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1017840045',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001331',\n",
-       "  'y_coordinate_state_plane': '230843',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80027017539899',\n",
-       "  'longitude': '-73.93830539698983',\n",
-       "  'location': {'latitude': '40.80027017539899',\n",
-       "   'longitude': '-73.93830539698983',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972887',\n",
-       "  'created_date': '2022-04-21T17:46:05.000',\n",
-       "  'closed_date': '2022-04-21T19:43:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '41-12 20 AVENUE',\n",
-       "  'street_name': '20 AVENUE',\n",
-       "  'cross_street_1': '41 STREET',\n",
-       "  'cross_street_2': '42 STREET',\n",
-       "  'intersection_street_1': '41 STREET',\n",
-       "  'intersection_street_2': '42 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': '20 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:43:36.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4007980033',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1011733',\n",
-       "  'y_coordinate_state_plane': '221942',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.77581309992058',\n",
-       "  'longitude': '-73.90077101651805',\n",
-       "  'location': {'latitude': '40.77581309992058',\n",
-       "   'longitude': '-73.90077101651805',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968117',\n",
-       "  'created_date': '2022-04-21T17:46:23.000',\n",
-       "  'closed_date': '2022-04-21T19:03:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '234 SCHENECTADY AVENUE',\n",
-       "  'street_name': 'SCHENECTADY AVENUE',\n",
-       "  'cross_street_1': 'STERLING PLACE',\n",
-       "  'cross_street_2': 'ST JOHNS PLACE',\n",
-       "  'intersection_street_1': 'STERLING PLACE',\n",
-       "  'intersection_street_2': 'ST JOHNS PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SCHENECTADY AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:03:35.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3013770032',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1002646',\n",
-       "  'y_coordinate_state_plane': '183835',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67124224108342',\n",
-       "  'longitude': '-73.9336843083173',\n",
-       "  'location': {'latitude': '40.67124224108342',\n",
-       "   'longitude': '-73.9336843083173',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967862',\n",
-       "  'created_date': '2022-04-21T17:46:50.000',\n",
-       "  'closed_date': '2022-04-21T17:46:50.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Building/Use',\n",
-       "  'descriptor': 'Illegal Conversion Of Residential Building/Space',\n",
-       "  'incident_address': '42-30 79 STREET',\n",
-       "  'street_name': '79 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS'},\n",
-       " {'unique_key': '53970040',\n",
-       "  'created_date': '2022-04-21T17:47:29.000',\n",
-       "  'closed_date': '2022-04-21T19:51:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10463',\n",
-       "  'incident_address': '461 WEST  238 STREET',\n",
-       "  'street_name': 'WEST  238 STREET',\n",
-       "  'cross_street_1': 'GREYSTONE AVENUE',\n",
-       "  'cross_street_2': 'FIELDSTON ROAD',\n",
-       "  'intersection_street_1': 'GREYSTONE AVENUE',\n",
-       "  'intersection_street_2': 'FIELDSTON ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WEST  238 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:51:27.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '2057811061',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1010387',\n",
-       "  'y_coordinate_state_plane': '262594',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.88739516320058',\n",
-       "  'longitude': '-73.90547243588381',\n",
-       "  'location': {'latitude': '40.88739516320058',\n",
-       "   'longitude': '-73.90547243588381',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973363',\n",
-       "  'created_date': '2022-04-21T17:47:33.000',\n",
-       "  'closed_date': '2022-04-21T21:08:21.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': '394 STATE STREET',\n",
-       "  'street_name': 'STATE STREET',\n",
-       "  'cross_street_1': 'BOND STREET',\n",
-       "  'cross_street_2': 'NEVINS STREET',\n",
-       "  'intersection_street_1': 'BOND STREET',\n",
-       "  'intersection_street_2': 'NEVINS STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'STATE STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:08:26.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3001780010',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '988694',\n",
-       "  'y_coordinate_state_plane': '189712',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.687391271705216',\n",
-       "  'longitude': '-73.98397595776342',\n",
-       "  'location': {'latitude': '40.687391271705216',\n",
-       "   'longitude': '-73.98397595776342',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968239',\n",
-       "  'created_date': '2022-04-21T17:47:40.000',\n",
-       "  'closed_date': '2022-04-22T11:30:47.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '2181 BARNES AVENUE',\n",
-       "  'street_name': 'BARNES AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted a tenant in the building and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2043210050',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021921',\n",
-       "  'y_coordinate_state_plane': '251290',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85632748634165',\n",
-       "  'longitude': '-73.86382196745235',\n",
-       "  'location': {'latitude': '40.85632748634165',\n",
-       "   'longitude': '-73.86382196745235',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969193',\n",
-       "  'created_date': '2022-04-21T17:47:41.000',\n",
-       "  'closed_date': '2022-04-21T17:57:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10004',\n",
-       "  'incident_address': '44 BEAVER STREET',\n",
-       "  'street_name': 'BEAVER STREET',\n",
-       "  'cross_street_1': 'BROAD STREET',\n",
-       "  'cross_street_2': 'SOUTH WILLIAM STREET',\n",
-       "  'intersection_street_1': 'BROAD STREET',\n",
-       "  'intersection_street_2': 'SOUTH WILLIAM STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'BEAVER STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T17:57:48.000',\n",
-       "  'community_board': '01 MANHATTAN',\n",
-       "  'bbl': '1000290073',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '981282',\n",
-       "  'y_coordinate_state_plane': '196157',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.705081917016685',\n",
-       "  'longitude': '-74.01070476559497',\n",
-       "  'location': {'latitude': '40.705081917016685',\n",
-       "   'longitude': '-74.01070476559497',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970422',\n",
-       "  'created_date': '2022-04-21T17:47:43.000',\n",
-       "  'closed_date': '2022-04-22T18:59:41.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '2572 EAST TREMONT AVENUE',\n",
-       "  'street_name': 'EAST TREMONT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '10 BRONX',\n",
-       "  'bbl': '2040020041',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1026472',\n",
-       "  'y_coordinate_state_plane': '246492',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84313782373718',\n",
-       "  'longitude': '-73.84740066692974',\n",
-       "  'location': {'latitude': '40.84313782373718',\n",
-       "   'longitude': '-73.84740066692974',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969293',\n",
-       "  'created_date': '2022-04-21T17:47:45.000',\n",
-       "  'closed_date': '2022-04-22T20:21:12.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11222',\n",
-       "  'incident_address': '81 JAVA STREET',\n",
-       "  'street_name': 'JAVA STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3025400001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996076',\n",
-       "  'y_coordinate_state_plane': '205731',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.73135283887099',\n",
-       "  'longitude': '-73.95733002973071',\n",
-       "  'location': {'latitude': '40.73135283887099',\n",
-       "   'longitude': '-73.95733002973071',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975108',\n",
-       "  'created_date': '2022-04-21T17:47:52.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10024',\n",
-       "  'incident_address': '101 WEST   85 STREET',\n",
-       "  'street_name': 'WEST   85 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_1': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   85 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1012160027',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '991701',\n",
-       "  'y_coordinate_state_plane': '225636',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.7859917356105',\n",
-       "  'longitude': '-73.97309362008875',\n",
-       "  'location': {'latitude': '40.7859917356105',\n",
-       "   'longitude': '-73.97309362008875',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968032',\n",
-       "  'created_date': '2022-04-21T17:47:55.000',\n",
-       "  'closed_date': '2022-04-21T21:22:30.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11229',\n",
-       "  'incident_address': '2753 OCEAN AVENUE',\n",
-       "  'street_name': 'OCEAN AVENUE',\n",
-       "  'cross_street_1': 'AVENUE W',\n",
-       "  'cross_street_2': 'AVENUE X',\n",
-       "  'intersection_street_1': 'AVENUE W',\n",
-       "  'intersection_street_2': 'AVENUE X',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'OCEAN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:22:34.000',\n",
-       "  'community_board': '15 BROOKLYN',\n",
-       "  'bbl': '3074050058',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '998025',\n",
-       "  'y_coordinate_state_plane': '155735',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.59412210856454',\n",
-       "  'longitude': '-73.9503998924764',\n",
-       "  'location': {'latitude': '40.59412210856454',\n",
-       "   'longitude': '-73.9503998924764',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968235',\n",
-       "  'created_date': '2022-04-21T17:48:10.000',\n",
-       "  'closed_date': '2022-04-22T20:51:45.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11208',\n",
-       "  'incident_address': '3249 FULTON STREET',\n",
-       "  'street_name': 'FULTON STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to your apartment or others in the building to inspect for a lack of heat or hot water. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3041280001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1018884',\n",
-       "  'y_coordinate_state_plane': '188072',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68282320428767',\n",
-       "  'longitude': '-73.87512627214548',\n",
-       "  'location': {'latitude': '40.68282320428767',\n",
-       "   'longitude': '-73.87512627214548',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970448',\n",
-       "  'created_date': '2022-04-21T17:48:10.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11373',\n",
-       "  'incident_address': '89-21 ELMHURST AVENUE',\n",
-       "  'street_name': 'ELMHURST AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ELMHURST',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4015110001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1018372',\n",
-       "  'y_coordinate_state_plane': '211606',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.747420328856705',\n",
-       "  'longitude': '-73.87685300997468',\n",
-       "  'location': {'latitude': '40.747420328856705',\n",
-       "   'longitude': '-73.87685300997468',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968116',\n",
-       "  'created_date': '2022-04-21T17:48:22.000',\n",
-       "  'closed_date': '2022-04-21T18:23:36.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10019',\n",
-       "  'incident_address': '240 CENTRAL PARK SOUTH',\n",
-       "  'street_name': 'CENTRAL PARK SOUTH',\n",
-       "  'cross_street_1': '7 AVENUE',\n",
-       "  'cross_street_2': 'COLUMBUS CIRCLE',\n",
-       "  'intersection_street_1': '7 AVENUE',\n",
-       "  'intersection_street_2': 'COLUMBUS CIRCLE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'CENTRAL PARK SOUTH',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:23:40.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010300058',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989753',\n",
-       "  'y_coordinate_state_plane': '218828',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.76730699506117',\n",
-       "  'longitude': '-73.98013363745869',\n",
-       "  'location': {'latitude': '40.76730699506117',\n",
-       "   'longitude': '-73.98013363745869',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969272',\n",
-       "  'created_date': '2022-04-21T17:48:28.000',\n",
-       "  'closed_date': '2022-04-26T11:18:56.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11220',\n",
-       "  'incident_address': '6022 4 AVENUE',\n",
-       "  'street_name': '4 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-26T00:00:00.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'bbl': '3057810041',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '979082',\n",
-       "  'y_coordinate_state_plane': '172689',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.640666517266766',\n",
-       "  'longitude': '-74.01862157121705',\n",
-       "  'location': {'latitude': '40.640666517266766',\n",
-       "   'longitude': '-74.01862157121705',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972186',\n",
-       "  'created_date': '2022-04-21T17:49:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Possible Water Main Break (Use Comments) (WA1)',\n",
-       "  'incident_zip': '11207',\n",
-       "  'incident_address': '82 GEORGIA AVENUE',\n",
-       "  'street_name': 'GEORGIA AVENUE',\n",
-       "  'cross_street_1': 'ATLANTIC AVE',\n",
-       "  'cross_street_2': 'LIBERTY AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Started',\n",
-       "  'resolution_description': 'The Department of Environmental Protection has inspected your complaint and determined that further investigation is required. More information will be available once the condition is resolved. Please visit nyc.gov/311 or call 311 at a later time to check the status of your complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:05:00.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3036840030',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1012374',\n",
-       "  'y_coordinate_state_plane': '185181',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.674911147520135',\n",
-       "  'longitude': '-73.89861027659788',\n",
-       "  'location': {'latitude': '40.674911147520135',\n",
-       "   'longitude': '-73.89861027659788',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975344',\n",
-       "  'created_date': '2022-04-21T17:49:00.000',\n",
-       "  'closed_date': '2022-04-22T15:30:29.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Obstruction',\n",
-       "  'descriptor': 'Merchandise',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11354',\n",
-       "  'incident_address': '40-33 MAIN STREET',\n",
-       "  'street_name': 'MAIN STREET',\n",
-       "  'cross_street_1': 'LIRR PORT WASHINGTON LINE',\n",
-       "  'cross_street_2': '41 AVENUE',\n",
-       "  'intersection_street_1': 'LIRR PORT WASHINGTON LINE',\n",
-       "  'intersection_street_2': '41 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': 'MAIN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and issued a Notice of Violation.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:30:32.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4050190001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1031435',\n",
-       "  'y_coordinate_state_plane': '215723',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75866037476562',\n",
-       "  'longitude': '-73.82967959050642',\n",
-       "  'location': {'latitude': '40.75866037476562',\n",
-       "   'longitude': '-73.82967959050642',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968424',\n",
-       "  'created_date': '2022-04-21T17:49:10.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Damaged Tree',\n",
-       "  'descriptor': 'Entire Tree Has Fallen Down',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10301',\n",
-       "  'incident_address': '88 HEWITT AVENUE',\n",
-       "  'street_name': 'HEWITT AVENUE',\n",
-       "  'cross_street_1': 'MICHAEL LOOP',\n",
-       "  'cross_street_2': 'MILFORD AVENUE',\n",
-       "  'intersection_street_1': 'MICHAEL LOOP',\n",
-       "  'intersection_street_2': 'MILFORD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'HEWITT AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'NYC Parks created a work order for the tree condition and expects to address the issue within 120 days from the date of the tree assessment, barring any weather-related requests.   NYC Parks work priority categories range from Category A through D, with A being the most critical and time-sensitive. We will complete all work in Category A first and address work in lower priority categories in accordance with available resources. For more information about the Tree Risk Management Program, visit the NYC Urban Forest page on the NYC Parks website at nyc.gov/parks/trees.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:22:35.000',\n",
-       "  'community_board': '02 STATEN ISLAND',\n",
-       "  'bbl': '5008370070',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '956572',\n",
-       "  'y_coordinate_state_plane': '160756',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.60787121377062',\n",
-       "  'longitude': '-74.09968165000333',\n",
-       "  'location': {'latitude': '40.60787121377062',\n",
-       "   'longitude': '-74.09968165000333',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972038',\n",
-       "  'created_date': '2022-04-21T17:49:41.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Missed Collection',\n",
-       "  'descriptor': 'Recycling - Paper/Metal/Glass/Rigid Plastic',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': '385 GREENE AVENUE',\n",
-       "  'street_name': 'GREENE AVENUE',\n",
-       "  'cross_street_1': 'FRANKLIN AVENUE',\n",
-       "  'cross_street_2': 'BEDFORD AVENUE',\n",
-       "  'intersection_street_1': 'FRANKLIN AVENUE',\n",
-       "  'intersection_street_2': 'BEDFORD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'GREENE AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no condition at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T13:22:34.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3019540036',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996665',\n",
-       "  'y_coordinate_state_plane': '189914',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68793812378335',\n",
-       "  'longitude': '-73.95523399562502',\n",
-       "  'location': {'latitude': '40.68793812378335',\n",
-       "   'longitude': '-73.95523399562502',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968076',\n",
-       "  'created_date': '2022-04-21T17:49:50.000',\n",
-       "  'closed_date': '2022-04-21T18:31:06.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10301',\n",
-       "  'incident_address': '35 CASTLETON AVENUE',\n",
-       "  'street_name': 'CASTLETON AVENUE',\n",
-       "  'cross_street_1': 'JERSEY STREET',\n",
-       "  'cross_street_2': 'PINE STREET',\n",
-       "  'intersection_street_1': 'JERSEY STREET',\n",
-       "  'intersection_street_2': 'PINE STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'CASTLETON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:31:11.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5001080037',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '960284',\n",
-       "  'y_coordinate_state_plane': '170646',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.635028004220004',\n",
-       "  'longitude': '-74.0863480914469',\n",
-       "  'location': {'latitude': '40.635028004220004',\n",
-       "   'longitude': '-74.0863480914469',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972845',\n",
-       "  'created_date': '2022-04-21T17:50:08.000',\n",
-       "  'closed_date': '2022-04-21T19:09:38.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Drug Activity',\n",
-       "  'descriptor': 'Use Indoor',\n",
-       "  'location_type': 'Other',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '140-11 ASH AVENUE',\n",
-       "  'street_name': 'ASH AVENUE',\n",
-       "  'cross_street_1': 'KISSENA BOULEVARD',\n",
-       "  'cross_street_2': 'BOWNE STREET',\n",
-       "  'intersection_street_1': 'KISSENA BOULEVARD',\n",
-       "  'intersection_street_2': 'BOWNE STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': 'ASH AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:09:42.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4051820074',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1033123',\n",
-       "  'y_coordinate_state_plane': '214440',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.755129704550804',\n",
-       "  'longitude': '-73.82359587686646',\n",
-       "  'location': {'latitude': '40.755129704550804',\n",
-       "   'longitude': '-73.82359587686646',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969452',\n",
-       "  'created_date': '2022-04-21T17:50:16.000',\n",
-       "  'closed_date': '2022-04-21T18:00:12.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Drug Activity',\n",
-       "  'descriptor': 'Use Outside',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11367',\n",
-       "  'incident_address': '65-30 KISSENA BOULEVARD',\n",
-       "  'street_name': 'KISSENA BOULEVARD',\n",
-       "  'cross_street_1': '65 AVENUE',\n",
-       "  'cross_street_2': 'MELBOURNE AVENUE',\n",
-       "  'intersection_street_1': '65 AVENUE',\n",
-       "  'intersection_street_2': 'MELBOURNE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': 'KISSENA BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:00:16.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4065170001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1035601',\n",
-       "  'y_coordinate_state_plane': '207696',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.736605112649386',\n",
-       "  'longitude': '-73.81470320385581',\n",
-       "  'location': {'latitude': '40.736605112649386',\n",
-       "   'longitude': '-73.81470320385581',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976023',\n",
-       "  'created_date': '2022-04-21T17:51:29.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'WATER SUPPLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11229',\n",
-       "  'incident_address': '2369 STUART STREET',\n",
-       "  'street_name': 'STUART STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '15 BROOKLYN',\n",
-       "  'bbl': '3088240047',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003375',\n",
-       "  'y_coordinate_state_plane': '157674',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.59943434112521',\n",
-       "  'longitude': '-73.93113048454215',\n",
-       "  'location': {'latitude': '40.59943434112521',\n",
-       "   'longitude': '-73.93113048454215',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976031',\n",
-       "  'created_date': '2022-04-21T17:51:29.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'GARBAGE/RECYCLING STORAGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '782 PELHAM PARKWAY SOUTH',\n",
-       "  'street_name': 'PELHAM PARKWAY SOUTH',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2043210042',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021767',\n",
-       "  'y_coordinate_state_plane': '251423',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85669318689525',\n",
-       "  'longitude': '-73.86437792142532',\n",
-       "  'location': {'latitude': '40.85669318689525',\n",
-       "   'longitude': '-73.86437792142532',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973880',\n",
-       "  'created_date': '2022-04-21T17:51:45.000',\n",
-       "  'closed_date': '2022-04-21T18:01:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Drug Activity',\n",
-       "  'descriptor': 'Use Outside',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11365',\n",
-       "  'incident_address': '71-01 PARSONS BOULEVARD',\n",
-       "  'street_name': 'PARSONS BOULEVARD',\n",
-       "  'cross_street_1': '71 AVENUE',\n",
-       "  'cross_street_2': '72 AVENUE',\n",
-       "  'intersection_street_1': '71 AVENUE',\n",
-       "  'intersection_street_2': '72 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': 'PARSONS BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:01:18.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4067970040',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1036653',\n",
-       "  'y_coordinate_state_plane': '205265',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72992646032319',\n",
-       "  'longitude': '-73.81092607497038',\n",
-       "  'location': {'latitude': '40.72992646032319',\n",
-       "   'longitude': '-73.81092607497038',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970067',\n",
-       "  'created_date': '2022-04-21T17:51:48.000',\n",
-       "  'closed_date': '2022-04-21T18:23:17.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Engine Idling',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10019',\n",
-       "  'incident_address': '826 SEVENTH AVENUE',\n",
-       "  'street_name': 'SEVENTH AVENUE',\n",
-       "  'cross_street_1': 'WEST   53 STREET',\n",
-       "  'cross_street_2': 'WEST   54 STREET',\n",
-       "  'intersection_street_1': 'WEST   53 STREET',\n",
-       "  'intersection_street_2': 'WEST   54 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '7 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:23:20.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010250025',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989294',\n",
-       "  'y_coordinate_state_plane': '217303',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.763121538030525',\n",
-       "  'longitude': '-73.98179181619352',\n",
-       "  'location': {'latitude': '40.763121538030525',\n",
-       "   'longitude': '-73.98179181619352',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971683',\n",
-       "  'created_date': '2022-04-21T17:51:48.000',\n",
-       "  'closed_date': '2022-04-21T18:00:48.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Drug Activity',\n",
-       "  'descriptor': 'Use Outside',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '159-06 UNION TURNPIKE',\n",
-       "  'street_name': 'UNION TURNPIKE',\n",
-       "  'cross_street_1': '159 STREET',\n",
-       "  'cross_street_2': '160 STREET',\n",
-       "  'intersection_street_1': '159 STREET',\n",
-       "  'intersection_street_2': '160 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': 'UNION TURNPIKE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:00:51.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4068540028',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037557',\n",
-       "  'y_coordinate_state_plane': '201779',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72035285789358',\n",
-       "  'longitude': '-73.80769199878456',\n",
-       "  'location': {'latitude': '40.72035285789358',\n",
-       "   'longitude': '-73.80769199878456',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976107',\n",
-       "  'created_date': '2022-04-21T17:51:52.000',\n",
-       "  'closed_date': '2022-04-21T18:00:30.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Drug Activity',\n",
-       "  'descriptor': 'Use Outside',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11432',\n",
-       "  'incident_address': '82-68 164 STREET',\n",
-       "  'street_name': '164 STREET',\n",
-       "  'cross_street_1': '82 ROAD',\n",
-       "  'cross_street_2': 'GRAND CENTRAL PARKWAY',\n",
-       "  'intersection_street_1': '82 ROAD',\n",
-       "  'intersection_street_2': 'GRAND CENTRAL PARKWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': '164 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:00:36.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4068580001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1038744',\n",
-       "  'y_coordinate_state_plane': '200634',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.71720288390533',\n",
-       "  'longitude': '-73.80341911349899',\n",
-       "  'location': {'latitude': '40.71720288390533',\n",
-       "   'longitude': '-73.80341911349899',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972353',\n",
-       "  'created_date': '2022-04-21T17:51:55.000',\n",
-       "  'closed_date': '2022-04-21T20:39:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11372',\n",
-       "  'incident_address': '34-24 86 STREET',\n",
-       "  'street_name': '86 STREET',\n",
-       "  'cross_street_1': '34 AVENUE',\n",
-       "  'cross_street_2': '35 AVENUE',\n",
-       "  'intersection_street_1': '34 AVENUE',\n",
-       "  'intersection_street_2': '35 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JACKSON HEIGHTS',\n",
-       "  'landmark': '86 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:28.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'bbl': '4014460018',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1017164',\n",
-       "  'y_coordinate_state_plane': '213800',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75344687809401',\n",
-       "  'longitude': '-73.88120196250726',\n",
-       "  'location': {'latitude': '40.75344687809401',\n",
-       "   'longitude': '-73.88120196250726',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971256',\n",
-       "  'created_date': '2022-04-21T17:52:00.000',\n",
-       "  'closed_date': '2022-04-21T20:00:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'Veh Signal Lamp',\n",
-       "  'incident_zip': '11220',\n",
-       "  'intersection_street_1': 'SHORE ROAD',\n",
-       "  'intersection_street_2': 'BAY RIDGE AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:00:00.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '974070',\n",
-       "  'y_coordinate_state_plane': '172105',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.63905921983515',\n",
-       "  'longitude': '-74.03668015344574',\n",
-       "  'location': {'latitude': '40.63905921983515',\n",
-       "   'longitude': '-74.03668015344574',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971789',\n",
-       "  'created_date': '2022-04-21T17:52:04.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Root/Sewer/Sidewalk Condition',\n",
-       "  'descriptor': 'Trees and Sidewalks Program',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10302',\n",
-       "  'incident_address': '64 HOOKER PLACE',\n",
-       "  'street_name': 'HOOKER PLACE',\n",
-       "  'cross_street_1': 'LAFORGE PLACE',\n",
-       "  'cross_street_2': 'NICHOLAS AVENUE',\n",
-       "  'intersection_street_1': 'LAFORGE PLACE',\n",
-       "  'intersection_street_2': 'NICHOLAS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'HOOKER PLACE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5011310083',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '944899',\n",
-       "  'y_coordinate_state_plane': '169218',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.63105346463153',\n",
-       "  'longitude': '-74.14177093875878',\n",
-       "  'location': {'latitude': '40.63105346463153',\n",
-       "   'longitude': '-74.14177093875878',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975668',\n",
-       "  'created_date': '2022-04-21T17:52:06.000',\n",
-       "  'closed_date': '2022-04-21T17:52:06.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'incident_address': '122 KINGSTON AVENUE',\n",
-       "  'street_name': 'KINGSTON AVENUE',\n",
-       "  'cross_street_1': 'BERGEN STREET',\n",
-       "  'cross_street_2': 'ST MARKS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T17:52:06.000',\n",
-       "  'community_board': 'Unspecified BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN'},\n",
-       " {'unique_key': '53971719',\n",
-       "  'created_date': '2022-04-21T17:52:29.000',\n",
-       "  'closed_date': '2022-04-21T22:57:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10460',\n",
-       "  'incident_address': '908 EAST  181 STREET',\n",
-       "  'street_name': 'EAST  181 STREET',\n",
-       "  'cross_street_1': 'HONEYWELL AVENUE',\n",
-       "  'cross_street_2': 'DALY AVENUE',\n",
-       "  'intersection_street_1': 'HONEYWELL AVENUE',\n",
-       "  'intersection_street_2': 'DALY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  181 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"This complaint does not fall under the Police Department's jurisdiction.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:57:19.000',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'bbl': '2031250012',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1017050',\n",
-       "  'y_coordinate_state_plane': '247369',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.845584953452686',\n",
-       "  'longitude': '-73.88144945166297',\n",
-       "  'location': {'latitude': '40.845584953452686',\n",
-       "   'longitude': '-73.88144945166297',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968787',\n",
-       "  'created_date': '2022-04-21T17:52:37.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Obstruction',\n",
-       "  'descriptor': 'Cone',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': 'NEW YORK AVENUE',\n",
-       "  'street_name': 'NEW YORK AVENUE',\n",
-       "  'cross_street_1': 'NEW YORK AVENUE',\n",
-       "  'cross_street_2': 'PROSPECT PLACE',\n",
-       "  'intersection_street_1': 'NEW YORK AVENUE',\n",
-       "  'intersection_street_2': 'PROSPECT PLACE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '998865',\n",
-       "  'y_coordinate_state_plane': '184896',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67416149677965',\n",
-       "  'longitude': '-73.94731212095822',\n",
-       "  'location': {'latitude': '40.67416149677965',\n",
-       "   'longitude': '-73.94731212095822',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974970',\n",
-       "  'created_date': '2022-04-21T17:52:51.000',\n",
-       "  'closed_date': '2022-04-21T17:52:51.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Elevator',\n",
-       "  'descriptor': 'Elevator - Single Device On Property/No Alternate Service',\n",
-       "  'incident_address': '2181 BARNES AVENUE',\n",
-       "  'street_name': 'BARNES AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': 'Unspecified BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX'},\n",
-       " {'unique_key': '53975582',\n",
-       "  'created_date': '2022-04-21T17:52:52.000',\n",
-       "  'closed_date': '2022-04-21T17:52:52.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Building/Use',\n",
-       "  'descriptor': 'Zoning - Non-Conforming/Illegal Vehicle Storage',\n",
-       "  'incident_address': '212-19 41 AVENUE',\n",
-       "  'street_name': '41 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS'},\n",
-       " {'unique_key': '53974328',\n",
-       "  'created_date': '2022-04-21T17:53:00.000',\n",
-       "  'closed_date': '2022-04-22T14:32:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Sewer',\n",
-       "  'descriptor': 'Catch Basin Clogged/Flooding (Use Comments) (SC)',\n",
-       "  'incident_zip': '10470',\n",
-       "  'intersection_street_1': 'RICHARDSON AVENUE',\n",
-       "  'intersection_street_2': 'EAST 240 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection has determined that this issue was previously reported by another customer The original complaint is being addressed. If the condition persists, please call 311 (or 212-639-9675 if calling from a non-New York City area code) to submit a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:32:00.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1025023',\n",
-       "  'y_coordinate_state_plane': '268112',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.902484809517055',\n",
-       "  'longitude': '-73.85250608381271',\n",
-       "  'location': {'latitude': '40.902484809517055',\n",
-       "   'longitude': '-73.85250608381271',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974438',\n",
-       "  'created_date': '2022-04-21T17:53:10.000',\n",
-       "  'closed_date': '2022-04-21T19:51:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': '355 STATE STREET',\n",
-       "  'street_name': 'STATE STREET',\n",
-       "  'cross_street_1': 'HOYT STREET',\n",
-       "  'cross_street_2': 'BOND STREET',\n",
-       "  'intersection_street_1': 'HOYT STREET',\n",
-       "  'intersection_street_2': 'BOND STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'STATE STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:52:02.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3001710039',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '988423',\n",
-       "  'y_coordinate_state_plane': '189857',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68778939536084',\n",
-       "  'longitude': '-73.98495303162534',\n",
-       "  'location': {'latitude': '40.68778939536084',\n",
-       "   'longitude': '-73.98495303162534',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968370',\n",
-       "  'created_date': '2022-04-21T17:53:20.000',\n",
-       "  'closed_date': '2022-04-21T18:38:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10012',\n",
-       "  'incident_address': '82 PRINCE STREET',\n",
-       "  'street_name': 'PRINCE STREET',\n",
-       "  'cross_street_1': 'BROADWAY',\n",
-       "  'cross_street_2': 'MERCER STREET',\n",
-       "  'intersection_street_1': 'BROADWAY',\n",
-       "  'intersection_street_2': 'MERCER STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'PRINCE STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:38:26.000',\n",
-       "  'community_board': '02 MANHATTAN',\n",
-       "  'bbl': '1004980005',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '984829',\n",
-       "  'y_coordinate_state_plane': '203154',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.72428748893484',\n",
-       "  'longitude': '-73.99791110328513',\n",
-       "  'location': {'latitude': '40.72428748893484',\n",
-       "   'longitude': '-73.99791110328513',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971928',\n",
-       "  'created_date': '2022-04-21T17:53:49.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Rough, Pitted or Cracked Roads',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11235',\n",
-       "  'incident_address': 'AVENUE Z',\n",
-       "  'street_name': 'AVENUE Z',\n",
-       "  'cross_street_1': 'AVENUE Z',\n",
-       "  'cross_street_2': 'HUBBARD STREET',\n",
-       "  'intersection_street_1': 'AVENUE Z',\n",
-       "  'intersection_street_2': 'HUBBARD STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '13 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '994535',\n",
-       "  'y_coordinate_state_plane': '153145',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.587017814519335',\n",
-       "  'longitude': '-73.96297039384054',\n",
-       "  'location': {'latitude': '40.587017814519335',\n",
-       "   'longitude': '-73.96297039384054',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973562',\n",
-       "  'created_date': '2022-04-21T17:53:50.000',\n",
-       "  'closed_date': '2022-04-21T20:34:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11229',\n",
-       "  'incident_address': '1600 AVENUE T',\n",
-       "  'street_name': 'AVENUE T',\n",
-       "  'cross_street_1': 'EAST   16 STREET',\n",
-       "  'cross_street_2': 'EAST   17 STREET',\n",
-       "  'intersection_street_1': 'EAST   16 STREET',\n",
-       "  'intersection_street_2': 'EAST   17 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'AVENUE T',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:34:49.000',\n",
-       "  'community_board': '15 BROOKLYN',\n",
-       "  'bbl': '3073210001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996536',\n",
-       "  'y_coordinate_state_plane': '158313',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.601200386013765',\n",
-       "  'longitude': '-73.95575669560667',\n",
-       "  'location': {'latitude': '40.601200386013765',\n",
-       "   'longitude': '-73.95575669560667',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970869',\n",
-       "  'created_date': '2022-04-21T17:53:59.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Driver Complaint - Non Passenger',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10012',\n",
-       "  'incident_address': '82 PRINCE STREET',\n",
-       "  'street_name': 'PRINCE STREET',\n",
-       "  'cross_street_1': 'BROADWAY',\n",
-       "  'cross_street_2': 'MERCER STREET',\n",
-       "  'intersection_street_1': 'BROADWAY',\n",
-       "  'intersection_street_2': 'MERCER STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'PRINCE STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:49.000',\n",
-       "  'community_board': '02 MANHATTAN',\n",
-       "  'bbl': '1004980005',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '984829',\n",
-       "  'y_coordinate_state_plane': '203154',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'taxi_pick_up_location': '82 PRINCE STREET, MANHATTAN (NEW YORK), NY, 10012',\n",
-       "  'latitude': '40.72428748893484',\n",
-       "  'longitude': '-73.99791110328513',\n",
-       "  'location': {'latitude': '40.72428748893484',\n",
-       "   'longitude': '-73.99791110328513',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976132',\n",
-       "  'created_date': '2022-04-21T17:54:08.000',\n",
-       "  'closed_date': '2022-04-21T18:51:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11414',\n",
-       "  'incident_address': '164-04 90 STREET',\n",
-       "  'street_name': '90 STREET',\n",
-       "  'cross_street_1': '164 AVENUE',\n",
-       "  'cross_street_2': '165 AVENUE',\n",
-       "  'intersection_street_1': '164 AVENUE',\n",
-       "  'intersection_street_2': '165 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'HOWARD BEACH',\n",
-       "  'landmark': '90 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:51:27.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4140830009',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028490',\n",
-       "  'y_coordinate_state_plane': '176167',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.65010388194836',\n",
-       "  'longitude': '-73.84056979690187',\n",
-       "  'location': {'latitude': '40.65010388194836',\n",
-       "   'longitude': '-73.84056979690187',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975096',\n",
-       "  'created_date': '2022-04-21T17:54:16.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Maintenance or Facility',\n",
-       "  'descriptor': 'Rodent Sighting',\n",
-       "  'location_type': 'Park',\n",
-       "  'incident_zip': '10460',\n",
-       "  'incident_address': '851 HORNADAY PLACE',\n",
-       "  'street_name': 'HORNADAY PLACE',\n",
-       "  'cross_street_1': 'CROTONA PARKWAY',\n",
-       "  'cross_street_2': 'MOHEGAN AVENUE',\n",
-       "  'intersection_street_1': 'CROTONA PARKWAY',\n",
-       "  'intersection_street_2': 'MOHEGAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'HORNADAY PLACE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_action_updated_date': '2022-04-22T12:56:06.000',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'bbl': '2031190050',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1016628',\n",
-       "  'y_coordinate_state_plane': '247902',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84704943784553',\n",
-       "  'longitude': '-73.88297213015612',\n",
-       "  'location': {'latitude': '40.84704943784553',\n",
-       "   'longitude': '-73.88297213015612',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975210',\n",
-       "  'created_date': '2022-04-21T17:54:29.000',\n",
-       "  'closed_date': '2022-04-22T01:47:46.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Plate Condition - Noisy',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10075',\n",
-       "  'incident_address': '124 EAST   79 STREET',\n",
-       "  'street_name': 'EAST   79 STREET',\n",
-       "  'cross_street_1': 'PARK AVENUE',\n",
-       "  'cross_street_2': 'LEXINGTON AVENUE',\n",
-       "  'intersection_street_1': 'PARK AVENUE',\n",
-       "  'intersection_street_2': 'LEXINGTON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST   79 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation inspected the condition and issued a Corrective Action Repair (CAR) to the contractor or utility company. The responsible party has a maximum of 30 days to correct the condition. If the condition still exists, a summons will be issued. In some cases, the Department of Transportation will make the repairs and charge the responsible party for the costs.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:47:48.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1014137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '995453',\n",
-       "  'y_coordinate_state_plane': '221715',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.775225670279916',\n",
-       "  'longitude': '-73.95955127543057',\n",
-       "  'location': {'latitude': '40.775225670279916',\n",
-       "   'longitude': '-73.95955127543057',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969281',\n",
-       "  'created_date': '2022-04-21T17:54:31.000',\n",
-       "  'closed_date': '2022-04-21T19:07:40.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '625 WEST  156 STREET',\n",
-       "  'street_name': 'WEST  156 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"The Department of Housing Preservation and Development conducted or attempted to conduct an inspection.  More information about inspection results can be found through HPD's website at www.nyc.gov/hpd by using HPDONLINE (enter your address on the home page) and entering your SR number under the complaint status option.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340110',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999131',\n",
-       "  'y_coordinate_state_plane': '243062',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.833811873930664',\n",
-       "  'longitude': '-73.9462244478144',\n",
-       "  'location': {'latitude': '40.833811873930664',\n",
-       "   'longitude': '-73.9462244478144',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970965',\n",
-       "  'created_date': '2022-04-21T17:54:32.000',\n",
-       "  'closed_date': '2022-04-23T13:22:47.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Sanitation Worker or Vehicle Complaint',\n",
-       "  'descriptor': 'Spilled Garbage',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11214',\n",
-       "  'incident_address': '2245 81 STREET',\n",
-       "  'street_name': '81 STREET',\n",
-       "  'cross_street_1': 'BAY PARKWAY',\n",
-       "  'cross_street_2': '23 AVENUE',\n",
-       "  'intersection_street_1': 'BAY PARKWAY',\n",
-       "  'intersection_street_2': '23 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '81 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no condition at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T13:33:28.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3062897502',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987068',\n",
-       "  'y_coordinate_state_plane': '159385',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.60415087621441',\n",
-       "  'longitude': '-73.98985160861218',\n",
-       "  'location': {'latitude': '40.60415087621441',\n",
-       "   'longitude': '-73.98985160861218',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975941',\n",
-       "  'created_date': '2022-04-21T17:54:36.000',\n",
-       "  'closed_date': '2022-04-25T16:27:21.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11374',\n",
-       "  'incident_address': '63-50 WETHEROLE STREET',\n",
-       "  'street_name': 'WETHEROLE STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'REGO PARK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '06 QUEENS',\n",
-       "  'bbl': '4030940034',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1021880',\n",
-       "  'y_coordinate_state_plane': '204614',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.728214811127245',\n",
-       "  'longitude': '-73.86423169711932',\n",
-       "  'location': {'latitude': '40.728214811127245',\n",
-       "   'longitude': '-73.86423169711932',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974765',\n",
-       "  'created_date': '2022-04-21T17:54:37.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'GENERAL',\n",
-       "  'descriptor': 'COOKING GAS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10467',\n",
-       "  'incident_address': '237 EAST  207 STREET',\n",
-       "  'street_name': 'EAST  207 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2033430106',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1017904',\n",
-       "  'y_coordinate_state_plane': '258322',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.875644398854305',\n",
-       "  'longitude': '-73.87830780763288',\n",
-       "  'location': {'latitude': '40.875644398854305',\n",
-       "   'longitude': '-73.87830780763288',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969201',\n",
-       "  'created_date': '2022-04-21T17:54:51.000',\n",
-       "  'closed_date': '2022-04-21T18:55:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Music',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11416',\n",
-       "  'incident_address': '97-13 103 STREET',\n",
-       "  'street_name': '103 STREET',\n",
-       "  'cross_street_1': '97 AVENUE',\n",
-       "  'cross_street_2': '101 AVENUE',\n",
-       "  'intersection_street_1': '97 AVENUE',\n",
-       "  'intersection_street_2': '101 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'OZONE PARK',\n",
-       "  'landmark': '103 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:55:57.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'bbl': '4094050054',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028455',\n",
-       "  'y_coordinate_state_plane': '189762',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68741923657987',\n",
-       "  'longitude': '-73.84060677968625',\n",
-       "  'location': {'latitude': '40.68741923657987',\n",
-       "   'longitude': '-73.84060677968625',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968317',\n",
-       "  'created_date': '2022-04-21T17:54:52.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'PESTS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '4065 CARPENTER AVENUE',\n",
-       "  'street_name': 'CARPENTER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048220021',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022393',\n",
-       "  'y_coordinate_state_plane': '263958',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.8910951816451',\n",
-       "  'longitude': '-73.86204360268111',\n",
-       "  'location': {'latitude': '40.8910951816451',\n",
-       "   'longitude': '-73.86204360268111',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976418',\n",
-       "  'created_date': '2022-04-21T17:55:17.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Dirty Condition',\n",
-       "  'descriptor': 'Trash',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11206',\n",
-       "  'incident_address': '222 MONTROSE AVENUE',\n",
-       "  'street_name': 'MONTROSE AVENUE',\n",
-       "  'cross_street_1': 'HUMBOLDT STREET',\n",
-       "  'cross_street_2': 'BUSHWICK AVENUE',\n",
-       "  'intersection_street_1': 'HUMBOLDT STREET',\n",
-       "  'intersection_street_2': 'BUSHWICK AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'MONTROSE AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3030630013',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000795',\n",
-       "  'y_coordinate_state_plane': '197080',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.70760036353795',\n",
-       "  'longitude': '-73.94032444362041',\n",
-       "  'location': {'latitude': '40.70760036353795',\n",
-       "   'longitude': '-73.94032444362041',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976020',\n",
-       "  'created_date': '2022-04-21T17:55:25.000',\n",
-       "  'closed_date': '2022-04-24T13:14:59.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'WATER SUPPLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11225',\n",
-       "  'incident_address': '441 BROOKLYN AVENUE',\n",
-       "  'street_name': 'BROOKLYN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted an occupant of the apartment and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3013230017',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '999380',\n",
-       "  'y_coordinate_state_plane': '181234',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.664109260893056',\n",
-       "  'longitude': '-73.94546373721457',\n",
-       "  'location': {'latitude': '40.664109260893056',\n",
-       "   'longitude': '-73.94546373721457',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973569',\n",
-       "  'created_date': '2022-04-21T17:55:33.000',\n",
-       "  'closed_date': '2022-04-21T19:43:50.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11230',\n",
-       "  'incident_address': '1123 AVENUE K',\n",
-       "  'street_name': 'AVENUE K',\n",
-       "  'cross_street_1': 'CONEY ISLAND AVENUE',\n",
-       "  'cross_street_2': 'EAST   12 STREET',\n",
-       "  'intersection_street_1': 'CONEY ISLAND AVENUE',\n",
-       "  'intersection_street_2': 'EAST   12 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'AVENUE K',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:43:53.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3067130041',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '994129',\n",
-       "  'y_coordinate_state_plane': '166041',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62241516331073',\n",
-       "  'longitude': '-73.96441327360724',\n",
-       "  'location': {'latitude': '40.62241516331073',\n",
-       "   'longitude': '-73.96441327360724',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973733',\n",
-       "  'created_date': '2022-04-21T17:55:37.000',\n",
-       "  'closed_date': '2022-04-21T18:21:42.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '2145 STARLING AVENUE',\n",
-       "  'street_name': 'STARLING AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"The Department of Housing Preservation and Development conducted or attempted to conduct an inspection.  More information about inspection results can be found through HPD's website at www.nyc.gov/hpd by using HPDONLINE (enter your address on the home page) and entering your SR number under the complaint status option.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2039470040',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1024731',\n",
-       "  'y_coordinate_state_plane': '243965',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83621010660156',\n",
-       "  'longitude': '-73.85370825386958',\n",
-       "  'location': {'latitude': '40.83621010660156',\n",
-       "   'longitude': '-73.85370825386958',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974347',\n",
-       "  'created_date': '2022-04-21T17:56:00.000',\n",
-       "  'closed_date': '2022-04-22T11:20:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Running Full (WA4)',\n",
-       "  'incident_zip': '11358',\n",
-       "  'intersection_street_1': '167 STREET',\n",
-       "  'intersection_street_2': '33 AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'QUEENS',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environment Protection inspected your complaint but could not find the problem you reported. If the condition persists, please call 311 (or 212-639-9675 if calling from a non-New York City area code) with more detailed information to submit a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T11:20:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1040126',\n",
-       "  'y_coordinate_state_plane': '218996',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.767593239655156',\n",
-       "  'longitude': '-73.79828118918161',\n",
-       "  'location': {'latitude': '40.767593239655156',\n",
-       "   'longitude': '-73.79828118918161',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972997',\n",
-       "  'created_date': '2022-04-21T17:56:31.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Driver Complaint - Non Passenger',\n",
-       "  'incident_zip': '11222',\n",
-       "  'incident_address': '101 EAGLE STREET',\n",
-       "  'street_name': 'EAGLE STREET',\n",
-       "  'cross_street_1': 'FRANKLIN STREET',\n",
-       "  'cross_street_2': 'MANHATTAN AVENUE',\n",
-       "  'intersection_street_1': 'FRANKLIN STREET',\n",
-       "  'intersection_street_2': 'MANHATTAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAGLE STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:49.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3024950066',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996192',\n",
-       "  'y_coordinate_state_plane': '207058',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'taxi_pick_up_location': '101 EAGLE STREET, BROOKLYN, NY, 11222',\n",
-       "  'latitude': '40.7349949713834',\n",
-       "  'longitude': '-73.9569091291902',\n",
-       "  'location': {'latitude': '40.7349949713834',\n",
-       "   'longitude': '-73.9569091291902',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968914',\n",
-       "  'created_date': '2022-04-21T17:56:49.000',\n",
-       "  'closed_date': '2022-04-21T18:04:34.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11228',\n",
-       "  'incident_address': '1275 86 STREET',\n",
-       "  'street_name': '86 STREET',\n",
-       "  'cross_street_1': '12 AVENUE',\n",
-       "  'cross_street_2': '13 AVENUE',\n",
-       "  'intersection_street_1': '12 AVENUE',\n",
-       "  'intersection_street_2': '13 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '86 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:04:38.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3063380047',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '980657',\n",
-       "  'y_coordinate_state_plane': '162785',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61348289867909',\n",
-       "  'longitude': '-74.01294118796505',\n",
-       "  'location': {'latitude': '40.61348289867909',\n",
-       "   'longitude': '-74.01294118796505',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971736',\n",
-       "  'created_date': '2022-04-21T17:57:26.000',\n",
-       "  'closed_date': '2022-04-22T02:44:32.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11358',\n",
-       "  'incident_address': '158-02 45 AVENUE',\n",
-       "  'street_name': '45 AVENUE',\n",
-       "  'cross_street_1': '158 STREET',\n",
-       "  'cross_street_2': '159 STREET',\n",
-       "  'intersection_street_1': '158 STREET',\n",
-       "  'intersection_street_2': '159 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': '45 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T02:44:38.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4054370044',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037413',\n",
-       "  'y_coordinate_state_plane': '215011',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75667219715673',\n",
-       "  'longitude': '-73.80810691528153',\n",
-       "  'location': {'latitude': '40.75667219715673',\n",
-       "   'longitude': '-73.80810691528153',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967767',\n",
-       "  'created_date': '2022-04-21T17:57:54.000',\n",
-       "  'closed_date': '2022-04-21T19:55:26.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11235',\n",
-       "  'incident_address': '2676 EAST   24 STREET',\n",
-       "  'street_name': 'EAST   24 STREET',\n",
-       "  'cross_street_1': 'AVENUE Z',\n",
-       "  'cross_street_2': 'VOORHIES AVENUE',\n",
-       "  'intersection_street_1': 'AVENUE Z',\n",
-       "  'intersection_street_2': 'VOORHIES AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   24 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"This complaint does not fall under the Police Department's jurisdiction.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:55:31.000',\n",
-       "  'community_board': '15 BROOKLYN',\n",
-       "  'bbl': '3074687505',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '999457',\n",
-       "  'y_coordinate_state_plane': '153277',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.58737305063362',\n",
-       "  'longitude': '-73.94524917489879',\n",
-       "  'location': {'latitude': '40.58737305063362',\n",
-       "   'longitude': '-73.94524917489879',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970233',\n",
-       "  'created_date': '2022-04-21T17:57:55.000',\n",
-       "  'closed_date': '2022-04-21T18:42:32.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10029',\n",
-       "  'incident_address': '130 EAST  115 STREET',\n",
-       "  'street_name': 'EAST  115 STREET',\n",
-       "  'cross_street_1': 'PEDRO PETE VELEZ CIRCLE',\n",
-       "  'cross_street_2': 'LEXINGTON AVENUE',\n",
-       "  'intersection_street_1': 'PEDRO PETE VELEZ CIRCLE',\n",
-       "  'intersection_street_2': 'LEXINGTON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST  115 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:42:35.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1016400001',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000334',\n",
-       "  'y_coordinate_state_plane': '229971',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.79787864473807',\n",
-       "  'longitude': '-73.94190853365512',\n",
-       "  'location': {'latitude': '40.79787864473807',\n",
-       "   'longitude': '-73.94190853365512',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971323',\n",
-       "  'created_date': '2022-04-21T17:57:59.000',\n",
-       "  'closed_date': '2022-04-21T18:35:02.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Commercial',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Store/Commercial',\n",
-       "  'incident_zip': '10024',\n",
-       "  'incident_address': '573 COLUMBUS AVENUE',\n",
-       "  'street_name': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_1': 'WEST   87 STREET',\n",
-       "  'cross_street_2': 'BERNIE WOHL WAY',\n",
-       "  'intersection_street_1': 'WEST   87 STREET',\n",
-       "  'intersection_street_2': 'BERNIE WOHL WAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'COLUMBUS AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:35:05.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1012010063',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '992176',\n",
-       "  'y_coordinate_state_plane': '226208',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.78756130936823',\n",
-       "  'longitude': '-73.97137766808318',\n",
-       "  'location': {'latitude': '40.78756130936823',\n",
-       "   'longitude': '-73.97137766808318',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973717',\n",
-       "  'created_date': '2022-04-21T17:58:29.000',\n",
-       "  'closed_date': '2022-04-22T14:19:00.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '190 WEST  170 STREET',\n",
-       "  'street_name': 'WEST  170 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted an occupant of the apartment and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2025320026',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1004773',\n",
-       "  'y_coordinate_state_plane': '246017',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84191117990573',\n",
-       "  'longitude': '-73.92582688750882',\n",
-       "  'location': {'latitude': '40.84191117990573',\n",
-       "   'longitude': '-73.92582688750882',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969290',\n",
-       "  'created_date': '2022-04-21T17:58:29.000',\n",
-       "  'closed_date': '2022-04-22T15:39:19.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11214',\n",
-       "  'incident_address': '195 BAY   29 STREET',\n",
-       "  'street_name': 'BAY   29 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3064470018',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984611',\n",
-       "  'y_coordinate_state_plane': '157305',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.59844213910055',\n",
-       "  'longitude': '-73.99870005108119',\n",
-       "  'location': {'latitude': '40.59844213910055',\n",
-       "   'longitude': '-73.99870005108119',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976197',\n",
-       "  'created_date': '2022-04-21T17:58:29.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Rat Sighting',\n",
-       "  'location_type': '3+ Family Apt. Building',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '360 EAST   19 STREET',\n",
-       "  'street_name': 'EAST   19 STREET',\n",
-       "  'cross_street_1': 'CORTELYOU ROAD',\n",
-       "  'cross_street_2': 'DORCHESTER ROAD',\n",
-       "  'intersection_street_1': 'CORTELYOU ROAD',\n",
-       "  'intersection_street_2': 'DORCHESTER ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   19 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3051610030',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995167',\n",
-       "  'y_coordinate_state_plane': '173079',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.641731763243094',\n",
-       "  'longitude': '-73.9606627430916',\n",
-       "  'location': {'latitude': '40.641731763243094',\n",
-       "   'longitude': '-73.9606627430916',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972800',\n",
-       "  'created_date': '2022-04-21T17:58:30.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'SLOW LEAK',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '2181 BARNES AVENUE',\n",
-       "  'street_name': 'BARNES AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2043210050',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021921',\n",
-       "  'y_coordinate_state_plane': '251290',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85632748634165',\n",
-       "  'longitude': '-73.86382196745235',\n",
-       "  'location': {'latitude': '40.85632748634165',\n",
-       "   'longitude': '-73.86382196745235',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974726',\n",
-       "  'created_date': '2022-04-21T17:58:30.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'APPLIANCE',\n",
-       "  'descriptor': 'ELECTRIC/GAS RANGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '2181 BARNES AVENUE',\n",
-       "  'street_name': 'BARNES AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2043210050',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021921',\n",
-       "  'y_coordinate_state_plane': '251290',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85632748634165',\n",
-       "  'longitude': '-73.86382196745235',\n",
-       "  'location': {'latitude': '40.85632748634165',\n",
-       "   'longitude': '-73.86382196745235',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974518',\n",
-       "  'created_date': '2022-04-21T17:58:32.000',\n",
-       "  'closed_date': '2022-04-21T22:51:59.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11237',\n",
-       "  'incident_address': '158 GEORGE STREET',\n",
-       "  'street_name': 'GEORGE STREET',\n",
-       "  'cross_street_1': 'WILSON AVENUE',\n",
-       "  'cross_street_2': 'KNICKERBOCKER AVENUE',\n",
-       "  'intersection_street_1': 'WILSON AVENUE',\n",
-       "  'intersection_street_2': 'KNICKERBOCKER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'GEORGE STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:52:04.000',\n",
-       "  'community_board': '04 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003987',\n",
-       "  'y_coordinate_state_plane': '195801',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.704083266833926',\n",
-       "  'longitude': '-73.92881508887855',\n",
-       "  'location': {'latitude': '40.704083266833926',\n",
-       "   'longitude': '-73.92881508887855',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971857',\n",
-       "  'created_date': '2022-04-21T17:58:37.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '11356',\n",
-       "  'incident_address': '18-11 129 STREET',\n",
-       "  'street_name': '129 STREET',\n",
-       "  'cross_street_1': '18 AVENUE',\n",
-       "  'cross_street_2': '20 AVENUE',\n",
-       "  'intersection_street_1': '18 AVENUE',\n",
-       "  'intersection_street_2': '20 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'COLLEGE POINT',\n",
-       "  'landmark': '129 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4041350020',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028693',\n",
-       "  'y_coordinate_state_plane': '224581',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.78298744269326',\n",
-       "  'longitude': '-73.83951859649474',\n",
-       "  'location': {'latitude': '40.78298744269326',\n",
-       "   'longitude': '-73.83951859649474',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976055',\n",
-       "  'created_date': '2022-04-21T17:58:48.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'PESTS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '4065 CARPENTER AVENUE',\n",
-       "  'street_name': 'CARPENTER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048220021',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022393',\n",
-       "  'y_coordinate_state_plane': '263958',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.8910951816451',\n",
-       "  'longitude': '-73.86204360268111',\n",
-       "  'location': {'latitude': '40.8910951816451',\n",
-       "   'longitude': '-73.86204360268111',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971796',\n",
-       "  'created_date': '2022-04-21T17:58:49.000',\n",
-       "  'closed_date': '2022-04-21T18:03:11.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Animal-Abuse',\n",
-       "  'descriptor': 'Neglected',\n",
-       "  'location_type': 'Store/Commercial',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': '701 FULTON STREET',\n",
-       "  'street_name': 'FULTON STREET',\n",
-       "  'cross_street_1': 'ST FELIX STREET',\n",
-       "  'cross_street_2': 'FT GREENE PLACE',\n",
-       "  'intersection_street_1': 'ST FELIX STREET',\n",
-       "  'intersection_street_2': 'FT GREENE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FULTON STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:03:16.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3020970084',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990530',\n",
-       "  'y_coordinate_state_plane': '189748',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.687488971168946',\n",
-       "  'longitude': '-73.97735573059205',\n",
-       "  'location': {'latitude': '40.687488971168946',\n",
-       "   'longitude': '-73.97735573059205',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974437',\n",
-       "  'created_date': '2022-04-21T17:58:50.000',\n",
-       "  'closed_date': '2022-04-21T18:14:10.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11223',\n",
-       "  'incident_address': '390 KINGS HIGHWAY',\n",
-       "  'street_name': 'KINGS HIGHWAY',\n",
-       "  'cross_street_1': 'WEST    3 STREET',\n",
-       "  'cross_street_2': 'WEST    2 STREET',\n",
-       "  'intersection_street_1': 'WEST    3 STREET',\n",
-       "  'intersection_street_2': 'WEST    2 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'KINGS HIGHWAY',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:14:13.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3066787502',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990989',\n",
-       "  'y_coordinate_state_plane': '159542',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.60457969491128',\n",
-       "  'longitude': '-73.97573085537698',\n",
-       "  'location': {'latitude': '40.60457969491128',\n",
-       "   'longitude': '-73.97573085537698',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971024',\n",
-       "  'created_date': '2022-04-21T17:59:00.000',\n",
-       "  'closed_date': '2022-04-22T06:20:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise: Alarms (NR3)',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '78-15 PARSONS BOULEVARD',\n",
-       "  'street_name': 'PARSONS BOULEVARD',\n",
-       "  'cross_street_1': '78 AVE',\n",
-       "  'cross_street_2': '78 RD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The status of this Service Request is currently not available online. Please call 311 for further assistance. If you are outside of New York City, please call (212) NEW-YORK (212-639-9675).',\n",
-       "  'resolution_action_updated_date': '2022-04-22T06:20:00.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4068290001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037000',\n",
-       "  'y_coordinate_state_plane': '202363',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72195913199264',\n",
-       "  'longitude': '-73.80969682426189',\n",
-       "  'location': {'latitude': '40.72195913199264',\n",
-       "   'longitude': '-73.80969682426189',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975410',\n",
-       "  'created_date': '2022-04-21T17:59:00.000',\n",
-       "  'closed_date': '2022-04-22T06:20:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise: Alarms (NR3)',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '78-15 PARSONS BOULEVARD',\n",
-       "  'street_name': 'PARSONS BOULEVARD',\n",
-       "  'cross_street_1': '78 AVE',\n",
-       "  'cross_street_2': '78 RD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The status of this Service Request is currently not available online. Please call 311 for further assistance. If you are outside of New York City, please call (212) NEW-YORK (212-639-9675).',\n",
-       "  'resolution_action_updated_date': '2022-04-22T06:20:00.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4068290001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037000',\n",
-       "  'y_coordinate_state_plane': '202363',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72195913199264',\n",
-       "  'longitude': '-73.80969682426189',\n",
-       "  'location': {'latitude': '40.72195913199264',\n",
-       "   'longitude': '-73.80969682426189',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969783',\n",
-       "  'created_date': '2022-04-21T17:59:02.000',\n",
-       "  'closed_date': '2022-04-21T18:04:51.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Park/Playground',\n",
-       "  'incident_zip': '11209',\n",
-       "  'incident_address': '622 81 STREET',\n",
-       "  'street_name': '81 STREET',\n",
-       "  'cross_street_1': '6 AVENUE',\n",
-       "  'cross_street_2': '7 AVENUE',\n",
-       "  'intersection_street_1': '6 AVENUE',\n",
-       "  'intersection_street_2': '7 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '81 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department visited the location and no Encampment was found.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:04:56.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3060000016',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '978302',\n",
-       "  'y_coordinate_state_plane': '166333',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'N/A',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62322015354722',\n",
-       "  'longitude': '-74.02142650043035',\n",
-       "  'location': {'latitude': '40.62322015354722',\n",
-       "   'longitude': '-74.02142650043035',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970382',\n",
-       "  'created_date': '2022-04-21T17:59:13.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'GENERAL',\n",
-       "  'descriptor': 'COOKING GAS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11221',\n",
-       "  'incident_address': '448 WILSON AVENUE',\n",
-       "  'street_name': 'WILSON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 BROOKLYN',\n",
-       "  'bbl': '3033830036',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1008528',\n",
-       "  'y_coordinate_state_plane': '191818',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.693139572178815',\n",
-       "  'longitude': '-73.9124515526404',\n",
-       "  'location': {'latitude': '40.693139572178815',\n",
-       "   'longitude': '-73.9124515526404',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973772',\n",
-       "  'created_date': '2022-04-21T17:59:27.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'CEILING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10463',\n",
-       "  'incident_address': '200 WEST KINGSBRIDGE ROAD',\n",
-       "  'street_name': 'WEST KINGSBRIDGE ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2032400044',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1010676',\n",
-       "  'y_coordinate_state_plane': '257039',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.87214756119017',\n",
-       "  'longitude': '-73.90444914835322',\n",
-       "  'location': {'latitude': '40.87214756119017',\n",
-       "   'longitude': '-73.90444914835322',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969415',\n",
-       "  'created_date': '2022-04-21T17:59:27.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'HEAVY FLOW',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10463',\n",
-       "  'incident_address': '200 WEST KINGSBRIDGE ROAD',\n",
-       "  'street_name': 'WEST KINGSBRIDGE ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2032400044',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1010676',\n",
-       "  'y_coordinate_state_plane': '257039',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.87214756119017',\n",
-       "  'longitude': '-73.90444914835322',\n",
-       "  'location': {'latitude': '40.87214756119017',\n",
-       "   'longitude': '-73.90444914835322',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969967',\n",
-       "  'created_date': '2022-04-21T17:59:34.000',\n",
-       "  'closed_date': '2022-04-21T22:35:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11201',\n",
-       "  'incident_address': '140 SCHERMERHORN STREET',\n",
-       "  'street_name': 'SCHERMERHORN STREET',\n",
-       "  'cross_street_1': 'SMITH STREET',\n",
-       "  'cross_street_2': 'HOYT STREET',\n",
-       "  'intersection_street_1': 'SMITH STREET',\n",
-       "  'intersection_street_2': 'HOYT STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SCHERMERHORN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:35:58.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3001707501',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987598',\n",
-       "  'y_coordinate_state_plane': '190558',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68971382980078',\n",
-       "  'longitude': '-73.98792746129966',\n",
-       "  'location': {'latitude': '40.68971382980078',\n",
-       "   'longitude': '-73.98792746129966',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969291',\n",
-       "  'created_date': '2022-04-21T17:59:41.000',\n",
-       "  'closed_date': '2022-04-22T10:34:53.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10458',\n",
-       "  'incident_address': '2954 GRAND CONCOURSE',\n",
-       "  'street_name': 'GRAND CONCOURSE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted a tenant in the building and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2033060011',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1015317',\n",
-       "  'y_coordinate_state_plane': '257105',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.87231359597923',\n",
-       "  'longitude': '-73.88766798057455',\n",
-       "  'location': {'latitude': '40.87231359597923',\n",
-       "   'longitude': '-73.88766798057455',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974410',\n",
-       "  'created_date': '2022-04-21T17:59:44.000',\n",
-       "  'closed_date': '2022-04-21T18:04:38.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11228',\n",
-       "  'incident_address': '1275 86 STREET',\n",
-       "  'street_name': '86 STREET',\n",
-       "  'cross_street_1': '12 AVENUE',\n",
-       "  'cross_street_2': '13 AVENUE',\n",
-       "  'intersection_street_1': '12 AVENUE',\n",
-       "  'intersection_street_2': '13 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '86 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:04:43.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3063380047',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '980657',\n",
-       "  'y_coordinate_state_plane': '162785',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61348289867909',\n",
-       "  'longitude': '-74.01294118796505',\n",
-       "  'location': {'latitude': '40.61348289867909',\n",
-       "   'longitude': '-74.01294118796505',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970199',\n",
-       "  'created_date': '2022-04-21T17:59:50.000',\n",
-       "  'closed_date': '2022-04-21T18:26:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10031',\n",
-       "  'incident_address': '135 HAMILTON PLACE',\n",
-       "  'street_name': 'HAMILTON PLACE',\n",
-       "  'cross_street_1': 'WEST  142 STREET',\n",
-       "  'cross_street_2': 'WEST  143 STREET',\n",
-       "  'intersection_street_1': 'WEST  142 STREET',\n",
-       "  'intersection_street_2': 'WEST  143 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'HAMILTON PLACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:26:46.000',\n",
-       "  'community_board': '09 MANHATTAN',\n",
-       "  'bbl': '1020740033',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '998347',\n",
-       "  'y_coordinate_state_plane': '239484',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.82399257509468',\n",
-       "  'longitude': '-73.94906511057583',\n",
-       "  'location': {'latitude': '40.82399257509468',\n",
-       "   'longitude': '-73.94906511057583',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973513',\n",
-       "  'created_date': '2022-04-21T18:00:00.000',\n",
-       "  'closed_date': '2022-04-21T18:30:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'LED Pedestrian Unit',\n",
-       "  'incident_zip': '10312',\n",
-       "  'intersection_street_1': 'HUGUENOT AVENUE',\n",
-       "  'intersection_street_2': 'DRUMGOOLE ROAD WEST',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:30:00.000',\n",
-       "  'community_board': '03 STATEN ISLAND',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '930389',\n",
-       "  'y_coordinate_state_plane': '134555',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.5358343053482',\n",
-       "  'longitude': '-74.19377012599674',\n",
-       "  'location': {'latitude': '40.5358343053482',\n",
-       "   'longitude': '-74.19377012599674',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974054',\n",
-       "  'created_date': '2022-04-21T18:00:20.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10024',\n",
-       "  'incident_address': '73 WEST   83 STREET',\n",
-       "  'street_name': 'WEST   83 STREET',\n",
-       "  'cross_street_1': 'CENTRAL PARK WEST',\n",
-       "  'cross_street_2': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_1': 'CENTRAL PARK WEST',\n",
-       "  'intersection_street_2': 'COLUMBUS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   83 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011970001',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '991288',\n",
-       "  'y_coordinate_state_plane': '225262',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.78496554398262',\n",
-       "  'longitude': '-73.97458540023065',\n",
-       "  'location': {'latitude': '40.78496554398262',\n",
-       "   'longitude': '-73.97458540023065',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973026',\n",
-       "  'created_date': '2022-04-21T18:00:51.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '11356',\n",
-       "  'incident_address': '18-11 129 STREET',\n",
-       "  'street_name': '129 STREET',\n",
-       "  'cross_street_1': '18 AVENUE',\n",
-       "  'cross_street_2': '20 AVENUE',\n",
-       "  'intersection_street_1': '18 AVENUE',\n",
-       "  'intersection_street_2': '20 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'COLLEGE POINT',\n",
-       "  'landmark': '129 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4041350020',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028693',\n",
-       "  'y_coordinate_state_plane': '224581',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.78298744269326',\n",
-       "  'longitude': '-73.83951859649474',\n",
-       "  'location': {'latitude': '40.78298744269326',\n",
-       "   'longitude': '-73.83951859649474',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968620',\n",
-       "  'created_date': '2022-04-21T18:00:59.000',\n",
-       "  'closed_date': '2022-04-21T21:10:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Parking Permit Improper Use',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10033',\n",
-       "  'incident_address': '135 PINEHURST AVENUE',\n",
-       "  'street_name': 'PINEHURST AVENUE',\n",
-       "  'cross_street_1': 'WEST  181 STREET',\n",
-       "  'cross_street_2': 'HUDSON VIEW GARDENS',\n",
-       "  'intersection_street_1': 'WEST  181 STREET',\n",
-       "  'intersection_street_2': 'HUDSON VIEW GARDENS',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'PINEHURST AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:10:34.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001266',\n",
-       "  'y_coordinate_state_plane': '250048',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.85298253856407',\n",
-       "  'longitude': '-73.93849146222135',\n",
-       "  'location': {'latitude': '40.85298253856407',\n",
-       "   'longitude': '-73.93849146222135',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975207',\n",
-       "  'created_date': '2022-04-21T18:01:02.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Day Care',\n",
-       "  'descriptor': 'Day Care Facility',\n",
-       "  'location_type': 'Apartment',\n",
-       "  'incident_zip': '10463',\n",
-       "  'incident_address': '200 WEST KINGSBRIDGE ROAD',\n",
-       "  'street_name': 'WEST KINGSBRIDGE ROAD',\n",
-       "  'cross_street_1': 'KINGSBRIDGE TERRACE',\n",
-       "  'cross_street_2': 'HEATH AVENUE',\n",
-       "  'intersection_street_1': 'KINGSBRIDGE TERRACE',\n",
-       "  'intersection_street_2': 'HEATH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WEST KINGSBRIDGE ROAD',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2032400044',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1010676',\n",
-       "  'y_coordinate_state_plane': '257039',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.87214756119017',\n",
-       "  'longitude': '-73.90444914835322',\n",
-       "  'location': {'latitude': '40.87214756119017',\n",
-       "   'longitude': '-73.90444914835322',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970053',\n",
-       "  'created_date': '2022-04-21T18:01:19.000',\n",
-       "  'closed_date': '2022-04-21T18:06:06.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Horn',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '76-36 164 STREET',\n",
-       "  'street_name': '164 STREET',\n",
-       "  'cross_street_1': '76 ROAD',\n",
-       "  'cross_street_2': '77 AVENUE',\n",
-       "  'intersection_street_1': '76 ROAD',\n",
-       "  'intersection_street_2': '77 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': '164 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:06:11.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4068480001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1038334',\n",
-       "  'y_coordinate_state_plane': '203443',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.724915407989414',\n",
-       "  'longitude': '-73.80487556506887',\n",
-       "  'location': {'latitude': '40.724915407989414',\n",
-       "   'longitude': '-73.80487556506887',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967856',\n",
-       "  'created_date': '2022-04-21T18:01:22.000',\n",
-       "  'closed_date': '2022-04-21T18:06:19.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Horn',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '78-15 PARSONS BOULEVARD',\n",
-       "  'street_name': 'PARSONS BOULEVARD',\n",
-       "  'cross_street_1': '78 AVENUE',\n",
-       "  'cross_street_2': '78 ROAD',\n",
-       "  'intersection_street_1': '78 AVENUE',\n",
-       "  'intersection_street_2': '78 ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': 'PARSONS BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:06:23.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4068290001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037000',\n",
-       "  'y_coordinate_state_plane': '202363',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72195913199264',\n",
-       "  'longitude': '-73.80969682426189',\n",
-       "  'location': {'latitude': '40.72195913199264',\n",
-       "   'longitude': '-73.80969682426189',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968866',\n",
-       "  'created_date': '2022-04-21T18:01:23.000',\n",
-       "  'closed_date': '2022-04-21T22:36:15.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11201',\n",
-       "  'incident_address': '160 SCHERMERHORN STREET',\n",
-       "  'street_name': 'SCHERMERHORN STREET',\n",
-       "  'cross_street_1': 'SMITH STREET',\n",
-       "  'cross_street_2': 'HOYT STREET',\n",
-       "  'intersection_street_1': 'SMITH STREET',\n",
-       "  'intersection_street_2': 'HOYT STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SCHERMERHORN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:36:18.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3001700015',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987939',\n",
-       "  'y_coordinate_state_plane': '190379',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68922238041523',\n",
-       "  'longitude': '-73.98669794890994',\n",
-       "  'location': {'latitude': '40.68922238041523',\n",
-       "   'longitude': '-73.98669794890994',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970829',\n",
-       "  'created_date': '2022-04-21T18:01:25.000',\n",
-       "  'closed_date': '2022-04-25T07:32:33.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Cave-in',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10457',\n",
-       "  'incident_address': 'EAST MT EDEN AVENUE',\n",
-       "  'street_name': 'EAST MT EDEN AVENUE',\n",
-       "  'cross_street_1': 'EAST MT EDEN AVENUE',\n",
-       "  'cross_street_2': 'MORRIS AVENUE',\n",
-       "  'intersection_street_1': 'EAST MT EDEN AVENUE',\n",
-       "  'intersection_street_2': 'MORRIS AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation inspected and has requested the Department of Environmental Protection address the issue. The condition will be re-inspected in 60 days.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T07:32:40.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1009274',\n",
-       "  'y_coordinate_state_plane': '246390',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84292334753507',\n",
-       "  'longitude': '-73.90955823631849',\n",
-       "  'location': {'latitude': '40.84292334753507',\n",
-       "   'longitude': '-73.90955823631849',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973906',\n",
-       "  'created_date': '2022-04-21T18:01:27.000',\n",
-       "  'closed_date': '2022-04-21T19:07:53.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11378',\n",
-       "  'incident_address': '64-37 PERRY AVENUE',\n",
-       "  'street_name': 'PERRY AVENUE',\n",
-       "  'cross_street_1': '64 STREET',\n",
-       "  'cross_street_2': 'REMSEN PLACE',\n",
-       "  'intersection_street_1': '64 STREET',\n",
-       "  'intersection_street_2': 'REMSEN PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'MASPETH',\n",
-       "  'landmark': 'PERRY AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:08:02.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4027150037',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1011650',\n",
-       "  'y_coordinate_state_plane': '202987',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72378669876812',\n",
-       "  'longitude': '-73.90114792394625',\n",
-       "  'location': {'latitude': '40.72378669876812',\n",
-       "   'longitude': '-73.90114792394625',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973028',\n",
-       "  'created_date': '2022-04-21T18:01:27.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '161 WEST   75 STREET',\n",
-       "  'street_name': 'WEST   75 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_1': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   75 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011477501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989421',\n",
-       "  'y_coordinate_state_plane': '223833',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.78104460841214',\n",
-       "  'longitude': '-73.98132833817742',\n",
-       "  'location': {'latitude': '40.78104460841214',\n",
-       "   'longitude': '-73.98132833817742',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975768',\n",
-       "  'created_date': '2022-04-21T18:01:32.000',\n",
-       "  'closed_date': '2022-04-21T18:24:59.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '2104 BRONX PARK EAST',\n",
-       "  'street_name': 'BRONX PARK EAST',\n",
-       "  'cross_street_1': 'MARAN PLACE',\n",
-       "  'cross_street_2': 'LYDIG AVENUE',\n",
-       "  'intersection_street_1': 'MARAN PLACE',\n",
-       "  'intersection_street_2': 'LYDIG AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BRONX PARK EAST',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:25:03.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2042860022',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1020434',\n",
-       "  'y_coordinate_state_plane': '250373',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.853816817336956',\n",
-       "  'longitude': '-73.86920231008342',\n",
-       "  'location': {'latitude': '40.853816817336956',\n",
-       "   'longitude': '-73.86920231008342',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971324',\n",
-       "  'created_date': '2022-04-21T18:01:39.000',\n",
-       "  'closed_date': '2022-04-21T18:16:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Commercial',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Store/Commercial',\n",
-       "  'incident_zip': '10024',\n",
-       "  'incident_address': '270 WEST   89 STREET',\n",
-       "  'street_name': 'WEST   89 STREET',\n",
-       "  'cross_street_1': 'BROADWAY',\n",
-       "  'cross_street_2': 'WEST END AVENUE',\n",
-       "  'intersection_street_1': 'BROADWAY',\n",
-       "  'intersection_street_2': 'WEST END AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   89 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:16:46.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1012360058',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '990760',\n",
-       "  'y_coordinate_state_plane': '227397',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.790825951613655',\n",
-       "  'longitude': '-73.97648996761308',\n",
-       "  'location': {'latitude': '40.790825951613655',\n",
-       "   'longitude': '-73.97648996761308',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968103',\n",
-       "  'created_date': '2022-04-21T18:02:07.000',\n",
-       "  'closed_date': '2022-04-21T18:25:18.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1522 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'KINGSTON AVENUE',\n",
-       "  'cross_street_2': 'ALICE COURT',\n",
-       "  'intersection_street_1': 'KINGSTON AVENUE',\n",
-       "  'intersection_street_2': 'ALICE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:25:21.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040006',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000575',\n",
-       "  'y_coordinate_state_plane': '186292',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67799021290234',\n",
-       "  'longitude': '-73.94114409723815',\n",
-       "  'location': {'latitude': '40.67799021290234',\n",
-       "   'longitude': '-73.94114409723815',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968537',\n",
-       "  'created_date': '2022-04-21T18:02:14.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '245 WEST   74 STREET',\n",
-       "  'street_name': 'WEST   74 STREET',\n",
-       "  'cross_street_1': 'BROADWAY',\n",
-       "  'cross_street_2': 'WEST END AVENUE',\n",
-       "  'intersection_street_1': 'BROADWAY',\n",
-       "  'intersection_street_2': 'WEST END AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   74 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011660007',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '988907',\n",
-       "  'y_coordinate_state_plane': '223815',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.78099548895202',\n",
-       "  'longitude': '-73.98318432317949',\n",
-       "  'location': {'latitude': '40.78099548895202',\n",
-       "   'longitude': '-73.98318432317949',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972205',\n",
-       "  'created_date': '2022-04-21T18:02:35.000',\n",
-       "  'closed_date': '2022-04-21T18:21:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11377',\n",
-       "  'incident_address': '43-05 65 STREET',\n",
-       "  'street_name': '65 STREET',\n",
-       "  'cross_street_1': '43 AVENUE',\n",
-       "  'cross_street_2': 'BROOKLYN QUEENS EXPRESSWAY EN SB',\n",
-       "  'intersection_street_1': '43 AVENUE',\n",
-       "  'intersection_street_2': 'BROOKLYN QUEENS EXPRESSWAY EN SB',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'WOODSIDE',\n",
-       "  'landmark': '65 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:21:13.000',\n",
-       "  'community_board': '02 QUEENS',\n",
-       "  'bbl': '4013420009',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1011856',\n",
-       "  'y_coordinate_state_plane': '209586',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74189868023528',\n",
-       "  'longitude': '-73.90037765445236',\n",
-       "  'location': {'latitude': '40.74189868023528',\n",
-       "   'longitude': '-73.90037765445236',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968321',\n",
-       "  'created_date': '2022-04-21T18:02:42.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'HEAVY FLOW',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '974 ANDERSON AVENUE',\n",
-       "  'street_name': 'ANDERSON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2025040072',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1004296',\n",
-       "  'y_coordinate_state_plane': '242315',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.831751361429205',\n",
-       "  'longitude': '-73.92756189838444',\n",
-       "  'location': {'latitude': '40.831751361429205',\n",
-       "   'longitude': '-73.92756189838444',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972791',\n",
-       "  'created_date': '2022-04-21T18:02:42.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'SEWAGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '974 ANDERSON AVENUE',\n",
-       "  'street_name': 'ANDERSON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2025040072',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1004296',\n",
-       "  'y_coordinate_state_plane': '242315',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.831751361429205',\n",
-       "  'longitude': '-73.92756189838444',\n",
-       "  'location': {'latitude': '40.831751361429205',\n",
-       "   'longitude': '-73.92756189838444',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969218',\n",
-       "  'created_date': '2022-04-21T18:02:42.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'DOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '974 ANDERSON AVENUE',\n",
-       "  'street_name': 'ANDERSON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2025040072',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1004296',\n",
-       "  'y_coordinate_state_plane': '242315',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.831751361429205',\n",
-       "  'longitude': '-73.92756189838444',\n",
-       "  'location': {'latitude': '40.831751361429205',\n",
-       "   'longitude': '-73.92756189838444',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970521',\n",
-       "  'created_date': '2022-04-21T18:02:42.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'PESTS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '974 ANDERSON AVENUE',\n",
-       "  'street_name': 'ANDERSON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2025040072',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1004296',\n",
-       "  'y_coordinate_state_plane': '242315',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.831751361429205',\n",
-       "  'longitude': '-73.92756189838444',\n",
-       "  'location': {'latitude': '40.831751361429205',\n",
-       "   'longitude': '-73.92756189838444',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968294',\n",
-       "  'created_date': '2022-04-21T18:02:43.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'GARBAGE/RECYCLING STORAGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10019',\n",
-       "  'incident_address': '430 WEST   49 STREET',\n",
-       "  'street_name': 'WEST   49 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'bbl': '1010580048',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986896',\n",
-       "  'y_coordinate_state_plane': '217363',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.76328726548746',\n",
-       "  'longitude': '-73.99044826051114',\n",
-       "  'location': {'latitude': '40.76328726548746',\n",
-       "   'longitude': '-73.99044826051114',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976262',\n",
-       "  'created_date': '2022-04-21T18:03:01.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '151 WEST   72 STREET',\n",
-       "  'street_name': 'WEST   72 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_1': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   72 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011440012',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989490',\n",
-       "  'y_coordinate_state_plane': '222865',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.77838766376741',\n",
-       "  'longitude': '-73.98107994506177',\n",
-       "  'location': {'latitude': '40.77838766376741',\n",
-       "   'longitude': '-73.98107994506177',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972558',\n",
-       "  'created_date': '2022-04-21T18:03:25.000',\n",
-       "  'closed_date': '2022-04-21T18:23:52.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1 ALICE COURT',\n",
-       "  'street_name': 'ALICE COURT',\n",
-       "  'cross_street_1': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'intersection_street_1': 'ATLANTIC AVENUE',\n",
-       "  'intersection_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ALICE COURT',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:23:55.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018710102',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000733',\n",
-       "  'y_coordinate_state_plane': '186342',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67812715877105',\n",
-       "  'longitude': '-73.94057434372029',\n",
-       "  'location': {'latitude': '40.67812715877105',\n",
-       "   'longitude': '-73.94057434372029',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969107',\n",
-       "  'created_date': '2022-04-21T18:03:33.000',\n",
-       "  'closed_date': '2022-04-21T20:48:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11369',\n",
-       "  'incident_address': '32-42 92 STREET',\n",
-       "  'street_name': '92 STREET',\n",
-       "  'cross_street_1': '32 AVENUE',\n",
-       "  'cross_street_2': 'NORTHERN BOULEVARD',\n",
-       "  'intersection_street_1': '32 AVENUE',\n",
-       "  'intersection_street_2': 'NORTHERN BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'EAST ELMHURST',\n",
-       "  'landmark': '92 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint but officers were unable to gain entry into the premises.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:48:43.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'bbl': '4014210001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1018522',\n",
-       "  'y_coordinate_state_plane': '215353',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75770430428375',\n",
-       "  'longitude': '-73.87629256007793',\n",
-       "  'location': {'latitude': '40.75770430428375',\n",
-       "   'longitude': '-73.87629256007793',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970764',\n",
-       "  'created_date': '2022-04-21T18:03:50.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10024',\n",
-       "  'incident_address': '509 AMSTERDAM AVENUE',\n",
-       "  'street_name': 'AMSTERDAM AVENUE',\n",
-       "  'cross_street_1': 'WEST   84 STREET',\n",
-       "  'cross_street_2': 'WEST   85 STREET',\n",
-       "  'intersection_street_1': 'WEST   84 STREET',\n",
-       "  'intersection_street_2': 'WEST   85 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'AMSTERDAM AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1012150064',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '990965',\n",
-       "  'y_coordinate_state_plane': '225878',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.78665655078374',\n",
-       "  'longitude': '-73.97575115492488',\n",
-       "  'location': {'latitude': '40.78665655078374',\n",
-       "   'longitude': '-73.97575115492488',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971086',\n",
-       "  'created_date': '2022-04-21T18:04:19.000',\n",
-       "  'closed_date': '2022-04-21T18:26:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1440 BRONX RIVER AVENUE',\n",
-       "  'street_name': 'BRONX RIVER AVENUE',\n",
-       "  'cross_street_1': 'EAST  174 STREET',\n",
-       "  'cross_street_2': 'CROSS BRONX EXPRESSWAY',\n",
-       "  'intersection_street_1': 'EAST  174 STREET',\n",
-       "  'intersection_street_2': 'CROSS BRONX EXPRESSWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BRONX RIVER AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:26:19.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2038860002',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1018350',\n",
-       "  'y_coordinate_state_plane': '244028',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83640996716858',\n",
-       "  'longitude': '-73.8767677958657',\n",
-       "  'location': {'latitude': '40.83640996716858',\n",
-       "   'longitude': '-73.8767677958657',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972256',\n",
-       "  'created_date': '2022-04-21T18:04:20.000',\n",
-       "  'closed_date': '2022-04-21T20:51:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '668 EAST   53 STREET',\n",
-       "  'street_name': 'EAST   53 STREET',\n",
-       "  'cross_street_1': 'CLARENDON ROAD',\n",
-       "  'cross_street_2': 'AVENUE D',\n",
-       "  'intersection_street_1': 'CLARENDON ROAD',\n",
-       "  'intersection_street_2': 'AVENUE D',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   53 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:51:04.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3047730030',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1004634',\n",
-       "  'y_coordinate_state_plane': '173623',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6432081972834',\n",
-       "  'longitude': '-73.92654864390285',\n",
-       "  'location': {'latitude': '40.6432081972834',\n",
-       "   'longitude': '-73.92654864390285',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973343',\n",
-       "  'created_date': '2022-04-21T18:04:28.000',\n",
-       "  'closed_date': '2022-04-21T22:36:34.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11201',\n",
-       "  'incident_address': '200 SCHERMERHORN STREET',\n",
-       "  'street_name': 'SCHERMERHORN STREET',\n",
-       "  'cross_street_1': 'HOYT STREET',\n",
-       "  'cross_street_2': 'BOND STREET',\n",
-       "  'intersection_street_1': 'HOYT STREET',\n",
-       "  'intersection_street_2': 'BOND STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SCHERMERHORN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:36:38.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3001710001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '988223',\n",
-       "  'y_coordinate_state_plane': '190233',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.688821521050095',\n",
-       "  'longitude': '-73.98567396820371',\n",
-       "  'location': {'latitude': '40.688821521050095',\n",
-       "   'longitude': '-73.98567396820371',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974053',\n",
-       "  'created_date': '2022-04-21T18:04:32.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '283 WEST   73 STREET',\n",
-       "  'street_name': 'WEST   73 STREET',\n",
-       "  'cross_street_1': 'BROADWAY',\n",
-       "  'cross_street_2': 'WEST END AVENUE',\n",
-       "  'intersection_street_1': 'BROADWAY',\n",
-       "  'intersection_street_2': 'WEST END AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   73 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '988588',\n",
-       "  'y_coordinate_state_plane': '223690',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.78065255938746',\n",
-       "  'longitude': '-73.98433626147668',\n",
-       "  'location': {'latitude': '40.78065255938746',\n",
-       "   'longitude': '-73.98433626147668',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971708',\n",
-       "  'created_date': '2022-04-21T18:04:54.000',\n",
-       "  'closed_date': '2022-04-21T18:04:54.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Elevator',\n",
-       "  'descriptor': 'Elevator - Multiple Devices On Property',\n",
-       "  'incident_address': '77 WEST 24 STREET',\n",
-       "  'street_name': 'WEST 24 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': 'Unspecified MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN'},\n",
-       " {'unique_key': '53975331',\n",
-       "  'created_date': '2022-04-21T18:05:06.000',\n",
-       "  'closed_date': '2022-04-22T10:34:53.000',\n",
-       "  'agency': 'DCA',\n",
-       "  'agency_name': 'Department of Consumer Affairs',\n",
-       "  'complaint_type': 'Consumer Complaint',\n",
-       "  'descriptor': 'Amusement Ride',\n",
-       "  'location_type': 'Business',\n",
-       "  'incident_zip': '11224',\n",
-       "  'incident_address': '1000 SURF AVENUE',\n",
-       "  'street_name': 'SURF AVENUE',\n",
-       "  'cross_street_1': 'WEST   10 STREET',\n",
-       "  'cross_street_2': 'JONES WALK',\n",
-       "  'intersection_street_1': 'WEST   10 STREET',\n",
-       "  'intersection_street_2': 'JONES WALK',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SURF AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Consumer Affairs (DCA) received your report. DCA will investigate your request and work with other relevant City agencies to resolve it. If necessary, the City will take enforcement action.   To check the status of your complaint, call 311 with your Service Request Number.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T10:35:02.000',\n",
-       "  'community_board': '13 BROOKLYN',\n",
-       "  'bbl': '3086960212',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990360',\n",
-       "  'y_coordinate_state_plane': '148923',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.57543312072461',\n",
-       "  'longitude': '-73.97800567350316',\n",
-       "  'location': {'latitude': '40.57543312072461',\n",
-       "   'longitude': '-73.97800567350316',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971085',\n",
-       "  'created_date': '2022-04-21T18:05:08.000',\n",
-       "  'closed_date': '2022-04-21T22:43:24.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '1664 HUTCHINSON RIVER PARKWAY EAST',\n",
-       "  'street_name': 'HUTCHINSON RIVER PARKWAY EAST',\n",
-       "  'cross_street_1': 'HUTCHINSON RVR PY NB WESTCHESTER',\n",
-       "  'cross_street_2': 'LIBBY PLACE',\n",
-       "  'intersection_street_1': 'HUTCHINSON RVR PY NB WESTCHESTER',\n",
-       "  'intersection_street_2': 'LIBBY PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'HUTCHINSON RIVER PARKWAY',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:43:28.000',\n",
-       "  'community_board': '10 BRONX',\n",
-       "  'bbl': '2041540006',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1029522',\n",
-       "  'y_coordinate_state_plane': '247234',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.845159282608684',\n",
-       "  'longitude': '-73.83637233038569',\n",
-       "  'location': {'latitude': '40.845159282608684',\n",
-       "   'longitude': '-73.83637233038569',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976261',\n",
-       "  'created_date': '2022-04-21T18:05:14.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '155 WEST   74 STREET',\n",
-       "  'street_name': 'WEST   74 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_1': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   74 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011460106',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989521',\n",
-       "  'y_coordinate_state_plane': '223473',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.780056444671494',\n",
-       "  'longitude': '-73.9809675364635',\n",
-       "  'location': {'latitude': '40.780056444671494',\n",
-       "   'longitude': '-73.9809675364635',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974405',\n",
-       "  'created_date': '2022-04-21T18:05:22.000',\n",
-       "  'closed_date': '2022-04-21T18:08:07.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11228',\n",
-       "  'incident_address': '1275 86 STREET',\n",
-       "  'street_name': '86 STREET',\n",
-       "  'cross_street_1': '12 AVENUE',\n",
-       "  'cross_street_2': '13 AVENUE',\n",
-       "  'intersection_street_1': '12 AVENUE',\n",
-       "  'intersection_street_2': '13 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '86 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:08:10.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3063380047',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '980657',\n",
-       "  'y_coordinate_state_plane': '162785',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61348289867909',\n",
-       "  'longitude': '-74.01294118796505',\n",
-       "  'location': {'latitude': '40.61348289867909',\n",
-       "   'longitude': '-74.01294118796505',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969955',\n",
-       "  'created_date': '2022-04-21T18:05:44.000',\n",
-       "  'closed_date': '2022-04-21T19:41:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Traffic',\n",
-       "  'descriptor': 'Drag Racing',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '20-58 24 STREET',\n",
-       "  'street_name': '24 STREET',\n",
-       "  'cross_street_1': '20 AVENUE',\n",
-       "  'cross_street_2': '21 AVENUE',\n",
-       "  'intersection_street_1': '20 AVENUE',\n",
-       "  'intersection_street_2': '21 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': '24 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:42:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1008568',\n",
-       "  'y_coordinate_state_plane': '224076',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.78167963761519',\n",
-       "  'longitude': '-73.91219070292192',\n",
-       "  'location': {'latitude': '40.78167963761519',\n",
-       "   'longitude': '-73.91219070292192',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971523',\n",
-       "  'created_date': '2022-04-21T18:05:49.000',\n",
-       "  'closed_date': '2022-04-22T09:38:12.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10468',\n",
-       "  'incident_address': '3155 GRAND CONCOURSE',\n",
-       "  'street_name': 'GRAND CONCOURSE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted a tenant in the building and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2033110087',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1015764',\n",
-       "  'y_coordinate_state_plane': '258344',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.87571268238514',\n",
-       "  'longitude': '-73.88604589241068',\n",
-       "  'location': {'latitude': '40.87571268238514',\n",
-       "   'longitude': '-73.88604589241068',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971496',\n",
-       "  'created_date': '2022-04-21T18:05:50.000',\n",
-       "  'closed_date': '2022-04-25T07:17:49.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11225',\n",
-       "  'incident_address': '671 FLATBUSH AVENUE',\n",
-       "  'street_name': 'FLATBUSH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to your apartment or others in the building to inspect for a lack of heat or hot water. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3050450006',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995306',\n",
-       "  'y_coordinate_state_plane': '178601',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65688828152836',\n",
-       "  'longitude': '-73.96015283290863',\n",
-       "  'location': {'latitude': '40.65688828152836',\n",
-       "   'longitude': '-73.96015283290863',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972886',\n",
-       "  'created_date': '2022-04-21T18:05:52.000',\n",
-       "  'closed_date': '2022-04-21T19:30:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10309',\n",
-       "  'incident_address': '716 CORRELL AVENUE',\n",
-       "  'street_name': 'CORRELL AVENUE',\n",
-       "  'cross_street_1': 'WINANT AVENUE',\n",
-       "  'cross_street_2': 'ASHLEY LANE',\n",
-       "  'intersection_street_1': 'WINANT AVENUE',\n",
-       "  'intersection_street_2': 'ASHLEY LANE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'CORRELL AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:30:30.000',\n",
-       "  'community_board': '03 STATEN ISLAND',\n",
-       "  'bbl': '5070810035',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '924093',\n",
-       "  'y_coordinate_state_plane': '138140',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.54563396424557',\n",
-       "  'longitude': '-74.21645237327742',\n",
-       "  'location': {'latitude': '40.54563396424557',\n",
-       "   'longitude': '-74.21645237327742',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972596',\n",
-       "  'created_date': '2022-04-21T18:05:55.000',\n",
-       "  'closed_date': '2022-04-24T12:16:58.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'DOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970473',\n",
-       "  'created_date': '2022-04-21T18:05:55.000',\n",
-       "  'closed_date': '2022-04-24T12:16:59.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'WALL',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970525',\n",
-       "  'created_date': '2022-04-21T18:05:55.000',\n",
-       "  'closed_date': '2022-04-24T12:16:58.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'PESTS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971467',\n",
-       "  'created_date': '2022-04-21T18:05:55.000',\n",
-       "  'closed_date': '2022-04-24T12:16:58.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'FLOORING/STAIRS',\n",
-       "  'descriptor': 'FLOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were previously issued for these conditions. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971471',\n",
-       "  'created_date': '2022-04-21T18:05:55.000',\n",
-       "  'closed_date': '2022-04-24T12:16:58.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'FLOORING/STAIRS',\n",
-       "  'descriptor': 'FLOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were previously issued for these conditions. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971560',\n",
-       "  'created_date': '2022-04-21T18:05:55.000',\n",
-       "  'closed_date': '2022-04-24T12:16:57.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'CEILING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971570',\n",
-       "  'created_date': '2022-04-21T18:05:55.000',\n",
-       "  'closed_date': '2022-04-24T12:16:58.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'WALL',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971640',\n",
-       "  'created_date': '2022-04-21T18:05:55.000',\n",
-       "  'closed_date': '2022-04-24T12:16:58.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'SLOW LEAK',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974833',\n",
-       "  'created_date': '2022-04-21T18:05:55.000',\n",
-       "  'closed_date': '2022-04-24T12:16:59.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'CEILING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976064',\n",
-       "  'created_date': '2022-04-21T18:05:55.000',\n",
-       "  'closed_date': '2022-04-24T12:16:58.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'DAMP SPOT',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970274',\n",
-       "  'created_date': '2022-04-21T18:06:36.000',\n",
-       "  'closed_date': '2022-04-21T19:28:15.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11225',\n",
-       "  'incident_address': '486 BROOKLYN AVENUE',\n",
-       "  'street_name': 'BROOKLYN AVENUE',\n",
-       "  'cross_street_1': 'STERLING STREET',\n",
-       "  'cross_street_2': 'LEFFERTS AVENUE',\n",
-       "  'intersection_street_1': 'STERLING STREET',\n",
-       "  'intersection_street_2': 'LEFFERTS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BROOKLYN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:28:20.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3013220032',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '999344',\n",
-       "  'y_coordinate_state_plane': '180820',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66297298421168',\n",
-       "  'longitude': '-73.94559442643347',\n",
-       "  'location': {'latitude': '40.66297298421168',\n",
-       "   'longitude': '-73.94559442643347',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968904',\n",
-       "  'created_date': '2022-04-21T18:07:11.000',\n",
-       "  'closed_date': '2022-04-21T19:02:18.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11101',\n",
-       "  'incident_address': '52-15 VAN DAM STREET',\n",
-       "  'street_name': 'VAN DAM STREET',\n",
-       "  'cross_street_1': '34 STREET',\n",
-       "  'cross_street_2': 'STARR AVENUE',\n",
-       "  'intersection_street_1': '34 STREET',\n",
-       "  'intersection_street_2': 'STARR AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'LONG ISLAND CITY',\n",
-       "  'landmark': 'VAN DAM STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:02:25.000',\n",
-       "  'community_board': '02 QUEENS',\n",
-       "  'bbl': '4003030016',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1001984',\n",
-       "  'y_coordinate_state_plane': '207612',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.73650584741536',\n",
-       "  'longitude': '-73.93600813364928',\n",
-       "  'location': {'latitude': '40.73650584741536',\n",
-       "   'longitude': '-73.93600813364928',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976090',\n",
-       "  'created_date': '2022-04-21T18:07:11.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'incident_address': 'WALDRON AVENUE',\n",
-       "  'street_name': 'WALDRON AVENUE',\n",
-       "  'cross_street_1': 'DEAD END',\n",
-       "  'cross_street_2': 'EAST CHESHIRE PLACE',\n",
-       "  'address_type': 'BLOCKFACE',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Transportation referred this complaint to the appropriate Maintenance Unit for repair.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:07:11.000',\n",
-       "  'community_board': '0 Unspecified',\n",
-       "  'borough': 'Unspecified',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'Unspecified'},\n",
-       " {'unique_key': '53971404',\n",
-       "  'created_date': '2022-04-21T18:07:45.000',\n",
-       "  'closed_date': '2022-04-21T18:25:05.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1544 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'ALICE COURT',\n",
-       "  'cross_street_2': 'AGATE COURT',\n",
-       "  'intersection_street_1': 'ALICE COURT',\n",
-       "  'intersection_street_2': 'AGATE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:25:08.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040019',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000800',\n",
-       "  'y_coordinate_state_plane': '186276',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.677945878727634',\n",
-       "  'longitude': '-73.94033295282061',\n",
-       "  'location': {'latitude': '40.677945878727634',\n",
-       "   'longitude': '-73.94033295282061',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971330',\n",
-       "  'created_date': '2022-04-21T18:07:50.000',\n",
-       "  'closed_date': '2022-04-21T18:42:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10467',\n",
-       "  'incident_address': '2440 OLINVILLE AVENUE',\n",
-       "  'street_name': 'OLINVILLE AVENUE',\n",
-       "  'cross_street_1': 'WARING AVENUE',\n",
-       "  'cross_street_2': 'MACE AVENUE',\n",
-       "  'intersection_street_1': 'WARING AVENUE',\n",
-       "  'intersection_street_2': 'MACE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'OLINVILLE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:42:31.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2044260017',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1020635',\n",
-       "  'y_coordinate_state_plane': '253420',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86217908361048',\n",
-       "  'longitude': '-73.86845919804038',\n",
-       "  'location': {'latitude': '40.86217908361048',\n",
-       "   'longitude': '-73.86845919804038',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976127',\n",
-       "  'created_date': '2022-04-21T18:07:57.000',\n",
-       "  'closed_date': '2022-04-21T18:07:57.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Elevator',\n",
-       "  'descriptor': 'Elevator - Multiple Devices On Property',\n",
-       "  'incident_address': '164-30 HILLSIDE AVENUE',\n",
-       "  'street_name': 'HILLSIDE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS'},\n",
-       " {'unique_key': '53975451',\n",
-       "  'created_date': '2022-04-21T18:08:00.000',\n",
-       "  'closed_date': '2022-04-21T19:30:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'Pedestrian Signal',\n",
-       "  'incident_zip': '11249',\n",
-       "  'intersection_street_1': 'WYTHE AVENUE',\n",
-       "  'intersection_street_2': 'DIVISION AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:30:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '993319',\n",
-       "  'y_coordinate_state_plane': '196858',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.70700184687184',\n",
-       "  'longitude': '-73.96728965050787',\n",
-       "  'location': {'latitude': '40.70700184687184',\n",
-       "   'longitude': '-73.96728965050787',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968137',\n",
-       "  'created_date': '2022-04-21T18:08:38.000',\n",
-       "  'closed_date': '2022-04-21T19:25:22.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Non-Emergency Police Matter',\n",
-       "  'descriptor': 'Other (complaint details)',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10009',\n",
-       "  'incident_address': 'AVENUE B',\n",
-       "  'street_name': 'AVENUE B',\n",
-       "  'cross_street_1': 'AVENUE B',\n",
-       "  'cross_street_2': 'EAST    8 STREET',\n",
-       "  'intersection_street_1': 'AVENUE B',\n",
-       "  'intersection_street_2': 'EAST    8 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:25:25.000',\n",
-       "  'community_board': '03 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989583',\n",
-       "  'y_coordinate_state_plane': '203661',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.725677492234034',\n",
-       "  'longitude': '-73.98075938060997',\n",
-       "  'location': {'latitude': '40.725677492234034',\n",
-       "   'longitude': '-73.98075938060997',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970570',\n",
-       "  'created_date': '2022-04-21T18:08:50.000',\n",
-       "  'closed_date': '2022-04-21T20:14:12.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10460',\n",
-       "  'incident_address': '2351 SOUTHERN BOULEVARD',\n",
-       "  'street_name': 'SOUTHERN BOULEVARD',\n",
-       "  'cross_street_1': 'SOUTHERN BOULEVARD ENTRANCE PATH',\n",
-       "  'cross_street_2': 'EAST  187 STREET',\n",
-       "  'intersection_street_1': 'SOUTHERN BOULEVARD ENTRANCE PATH',\n",
-       "  'intersection_street_2': 'EAST  187 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'SOUTHERN BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:14:16.000',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'bbl': '2031140073',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1016909',\n",
-       "  'y_coordinate_state_plane': '249859',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.852419784328035',\n",
-       "  'longitude': '-73.88194694508928',\n",
-       "  'location': {'latitude': '40.852419784328035',\n",
-       "   'longitude': '-73.88194694508928',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968089',\n",
-       "  'created_date': '2022-04-21T18:08:51.000',\n",
-       "  'closed_date': '2022-04-21T18:24:05.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '2 ALICE COURT',\n",
-       "  'street_name': 'ALICE COURT',\n",
-       "  'cross_street_1': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'intersection_street_1': 'ATLANTIC AVENUE',\n",
-       "  'intersection_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ALICE COURT',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:24:08.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018710084',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000739',\n",
-       "  'y_coordinate_state_plane': '186341',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67812440282353',\n",
-       "  'longitude': '-73.94055271455696',\n",
-       "  'location': {'latitude': '40.67812440282353',\n",
-       "   'longitude': '-73.94055271455696',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967911',\n",
-       "  'created_date': '2022-04-21T18:08:54.000',\n",
-       "  'closed_date': '2022-04-21T18:53:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11421',\n",
-       "  'incident_address': '80-35 87 AVENUE',\n",
-       "  'street_name': '87 AVENUE',\n",
-       "  'cross_street_1': '80 STREET',\n",
-       "  'cross_street_2': '85 STREET',\n",
-       "  'intersection_street_1': '80 STREET',\n",
-       "  'intersection_street_2': '85 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'WOODHAVEN',\n",
-       "  'landmark': '87 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:53:32.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'bbl': '4089190060',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1022690',\n",
-       "  'y_coordinate_state_plane': '191232',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69148095875791',\n",
-       "  'longitude': '-73.86138563945671',\n",
-       "  'location': {'latitude': '40.69148095875791',\n",
-       "   'longitude': '-73.86138563945671',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972693',\n",
-       "  'created_date': '2022-04-21T18:08:56.000',\n",
-       "  'closed_date': '2022-04-22T18:12:17.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10457',\n",
-       "  'incident_address': '617 FRONT EAST  179 STREET',\n",
-       "  'street_name': 'EAST  179 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1014148',\n",
-       "  'y_coordinate_state_plane': '248162',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.847771806241724',\n",
-       "  'longitude': '-73.89193473666836',\n",
-       "  'location': {'latitude': '40.847771806241724',\n",
-       "   'longitude': '-73.89193473666836',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971508',\n",
-       "  'created_date': '2022-04-21T18:08:57.000',\n",
-       "  'closed_date': '2022-04-24T16:05:46.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11106',\n",
-       "  'incident_address': '35-16 34 STREET',\n",
-       "  'street_name': '34 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4006060029',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004629',\n",
-       "  'y_coordinate_state_plane': '214935',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.756599938386486',\n",
-       "  'longitude': '-73.92644165560324',\n",
-       "  'location': {'latitude': '40.756599938386486',\n",
-       "   'longitude': '-73.92644165560324',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975917',\n",
-       "  'created_date': '2022-04-21T18:08:57.000',\n",
-       "  'closed_date': '2022-04-22T09:55:26.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10460',\n",
-       "  'incident_address': '2009 MAPES AVENUE',\n",
-       "  'street_name': 'MAPES AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted an occupant of the apartment and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'bbl': '2031060026',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1015526',\n",
-       "  'y_coordinate_state_plane': '247143',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84497017982484',\n",
-       "  'longitude': '-73.88695876278753',\n",
-       "  'location': {'latitude': '40.84497017982484',\n",
-       "   'longitude': '-73.88695876278753',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973768',\n",
-       "  'created_date': '2022-04-21T18:09:00.000',\n",
-       "  'closed_date': '2022-04-22T18:44:23.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10451',\n",
-       "  'incident_address': '280 EAST  162 STREET',\n",
-       "  'street_name': 'EAST  162 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2024210014',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1007133',\n",
-       "  'y_coordinate_state_plane': '240335',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.82630993536117',\n",
-       "  'longitude': '-73.91731689197321',\n",
-       "  'location': {'latitude': '40.82630993536117',\n",
-       "   'longitude': '-73.91731689197321',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972601',\n",
-       "  'created_date': '2022-04-21T18:09:02.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'DOOR FRAME',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '1632 UNDERCLIFF AVENUE',\n",
-       "  'street_name': 'UNDERCLIFF AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028770254',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1005841',\n",
-       "  'y_coordinate_state_plane': '248655',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.849149165409735',\n",
-       "  'longitude': '-73.92195848781175',\n",
-       "  'location': {'latitude': '40.849149165409735',\n",
-       "   'longitude': '-73.92195848781175',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972727',\n",
-       "  'created_date': '2022-04-21T18:09:02.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'BASIN/SINK',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '1632 UNDERCLIFF AVENUE',\n",
-       "  'street_name': 'UNDERCLIFF AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028770254',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1005841',\n",
-       "  'y_coordinate_state_plane': '248655',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.849149165409735',\n",
-       "  'longitude': '-73.92195848781175',\n",
-       "  'location': {'latitude': '40.849149165409735',\n",
-       "   'longitude': '-73.92195848781175',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973815',\n",
-       "  'created_date': '2022-04-21T18:09:02.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'MOLD',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '1632 UNDERCLIFF AVENUE',\n",
-       "  'street_name': 'UNDERCLIFF AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028770254',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1005841',\n",
-       "  'y_coordinate_state_plane': '248655',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.849149165409735',\n",
-       "  'longitude': '-73.92195848781175',\n",
-       "  'location': {'latitude': '40.849149165409735',\n",
-       "   'longitude': '-73.92195848781175',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971639',\n",
-       "  'created_date': '2022-04-21T18:09:02.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'HEAVY FLOW',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '1632 UNDERCLIFF AVENUE',\n",
-       "  'street_name': 'UNDERCLIFF AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028770254',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1005841',\n",
-       "  'y_coordinate_state_plane': '248655',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.849149165409735',\n",
-       "  'longitude': '-73.92195848781175',\n",
-       "  'location': {'latitude': '40.849149165409735',\n",
-       "   'longitude': '-73.92195848781175',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974858',\n",
-       "  'created_date': '2022-04-21T18:09:02.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'BATHTUB/SHOWER',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '1632 UNDERCLIFF AVENUE',\n",
-       "  'street_name': 'UNDERCLIFF AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028770254',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1005841',\n",
-       "  'y_coordinate_state_plane': '248655',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.849149165409735',\n",
-       "  'longitude': '-73.92195848781175',\n",
-       "  'location': {'latitude': '40.849149165409735',\n",
-       "   'longitude': '-73.92195848781175',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975869',\n",
-       "  'created_date': '2022-04-21T18:09:02.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'APPLIANCE',\n",
-       "  'descriptor': 'ELECTRIC/GAS RANGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '1632 UNDERCLIFF AVENUE',\n",
-       "  'street_name': 'UNDERCLIFF AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028770254',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1005841',\n",
-       "  'y_coordinate_state_plane': '248655',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.849149165409735',\n",
-       "  'longitude': '-73.92195848781175',\n",
-       "  'location': {'latitude': '40.849149165409735',\n",
-       "   'longitude': '-73.92195848781175',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972669',\n",
-       "  'created_date': '2022-04-21T18:09:18.000',\n",
-       "  'closed_date': '2022-04-22T11:55:05.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11230',\n",
-       "  'incident_address': '1601 AVENUE I',\n",
-       "  'street_name': 'AVENUE I',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3067000038',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995139',\n",
-       "  'y_coordinate_state_plane': '167967',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62770044524277',\n",
-       "  'longitude': '-73.9607718845067',\n",
-       "  'location': {'latitude': '40.62770044524277',\n",
-       "   'longitude': '-73.9607718845067',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972063',\n",
-       "  'created_date': '2022-04-21T18:09:39.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Missed Collection',\n",
-       "  'descriptor': 'Compost',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': '100 NEVINS STREET',\n",
-       "  'street_name': 'NEVINS STREET',\n",
-       "  'cross_street_1': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_2': 'PACIFIC STREET',\n",
-       "  'intersection_street_1': 'ATLANTIC AVENUE',\n",
-       "  'intersection_street_2': 'PACIFIC STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'NEVINS STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Sanitation collected the requested items.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:09:51.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3001840033',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '988973',\n",
-       "  'y_coordinate_state_plane': '189077',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.685648197671',\n",
-       "  'longitude': '-73.98297039306475',\n",
-       "  'location': {'latitude': '40.685648197671',\n",
-       "   'longitude': '-73.98297039306475',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970698',\n",
-       "  'created_date': '2022-04-21T18:10:14.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Signs of Rodents',\n",
-       "  'location_type': '1-2 Family Dwelling',\n",
-       "  'incident_zip': '11234',\n",
-       "  'incident_address': '4485 KINGS HIGHWAY',\n",
-       "  'street_name': 'KINGS HIGHWAY',\n",
-       "  'cross_street_1': 'EAST   45 STREET',\n",
-       "  'cross_street_2': 'AVENUE J',\n",
-       "  'intersection_street_1': 'EAST   45 STREET',\n",
-       "  'intersection_street_2': 'AVENUE J',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'KINGS HIGHWAY',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3077920060',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003012',\n",
-       "  'y_coordinate_state_plane': '167682',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.626905004582525',\n",
-       "  'longitude': '-73.93240984667946',\n",
-       "  'location': {'latitude': '40.626905004582525',\n",
-       "   'longitude': '-73.93240984667946',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973553',\n",
-       "  'created_date': '2022-04-21T18:10:25.000',\n",
-       "  'closed_date': '2022-04-21T18:24:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Panhandling',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1534 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'KINGSTON AVENUE',\n",
-       "  'cross_street_2': 'ALICE COURT',\n",
-       "  'intersection_street_1': 'KINGSTON AVENUE',\n",
-       "  'intersection_street_2': 'ALICE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:24:35.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040008',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000669',\n",
-       "  'y_coordinate_state_plane': '186286',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67797357040964',\n",
-       "  'longitude': '-73.94080521732727',\n",
-       "  'location': {'latitude': '40.67797357040964',\n",
-       "   'longitude': '-73.94080521732727',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972554',\n",
-       "  'created_date': '2022-04-21T18:10:52.000',\n",
-       "  'closed_date': '2022-04-21T18:37:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '101 WEST   75 STREET',\n",
-       "  'street_name': 'WEST   75 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_1': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   75 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:37:30.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011470029',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '990401',\n",
-       "  'y_coordinate_state_plane': '223289',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.77955084474236',\n",
-       "  'longitude': '-73.97779021160294',\n",
-       "  'location': {'latitude': '40.77955084474236',\n",
-       "   'longitude': '-73.97779021160294',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976392',\n",
-       "  'created_date': '2022-04-21T18:10:56.000',\n",
-       "  'closed_date': '2022-04-21T22:16:37.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Homeless Person Assistance',\n",
-       "  'location_type': 'Other',\n",
-       "  'incident_zip': '10304',\n",
-       "  'incident_address': '67 HILL STREET',\n",
-       "  'street_name': 'HILL STREET',\n",
-       "  'cross_street_1': 'SAFETY AGENT SANDRA CRANFORD WAY',\n",
-       "  'cross_street_2': 'CHERYL WHITE PLACE',\n",
-       "  'intersection_street_1': 'SAFETY AGENT SANDRA CRANFORD WAY',\n",
-       "  'intersection_street_2': 'CHERYL WHITE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'HILL STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The mobile outreach response team went to the location provided but could not find the individual that you reported.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:16:37.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5005450100',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '961307',\n",
-       "  'y_coordinate_state_plane': '165399',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.620628808587256',\n",
-       "  'longitude': '-74.0826444489702',\n",
-       "  'location': {'latitude': '40.620628808587256',\n",
-       "   'longitude': '-74.0826444489702',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972336',\n",
-       "  'created_date': '2022-04-21T18:11:18.000',\n",
-       "  'closed_date': '2022-04-22T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'General Construction/Plumbing',\n",
-       "  'descriptor': 'Fence - None/Inadequate',\n",
-       "  'incident_zip': '11206',\n",
-       "  'incident_address': '195 HUMBOLDT STREET',\n",
-       "  'street_name': 'HUMBOLDT STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Buildings investigated this complaint and issued an Office of Administrative Trials and Hearings (OATH) summons.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3030440025',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000422',\n",
-       "  'y_coordinate_state_plane': '197348',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.70833664959066',\n",
-       "  'longitude': '-73.94166915961509',\n",
-       "  'location': {'latitude': '40.70833664959066',\n",
-       "   'longitude': '-73.94166915961509',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976108',\n",
-       "  'created_date': '2022-04-21T18:11:20.000',\n",
-       "  'closed_date': '2022-04-21T20:14:32.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10458',\n",
-       "  'incident_address': '2433 SOUTHERN BOULEVARD',\n",
-       "  'street_name': 'SOUTHERN BOULEVARD',\n",
-       "  'cross_street_1': 'EAST  187 STREET',\n",
-       "  'cross_street_2': 'EAST FORDHAM ROAD',\n",
-       "  'intersection_street_1': 'EAST  187 STREET',\n",
-       "  'intersection_street_2': 'EAST FORDHAM ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'SOUTHERN BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:14:36.000',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'bbl': '2031150085',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1017090',\n",
-       "  'y_coordinate_state_plane': '250700',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85472740556801',\n",
-       "  'longitude': '-73.88128856227901',\n",
-       "  'location': {'latitude': '40.85472740556801',\n",
-       "   'longitude': '-73.88128856227901',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974688',\n",
-       "  'created_date': '2022-04-21T18:11:52.000',\n",
-       "  'closed_date': '2022-04-21T18:24:47.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1542 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'ALICE COURT',\n",
-       "  'cross_street_2': 'AGATE COURT',\n",
-       "  'intersection_street_1': 'ALICE COURT',\n",
-       "  'intersection_street_2': 'AGATE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:24:51.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040018',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000782',\n",
-       "  'y_coordinate_state_plane': '186278',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.677951401908835',\n",
-       "  'longitude': '-73.94039784256813',\n",
-       "  'location': {'latitude': '40.677951401908835',\n",
-       "   'longitude': '-73.94039784256813',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973017',\n",
-       "  'created_date': '2022-04-21T18:12:00.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Mobile Food Vendor',\n",
-       "  'descriptor': 'Food Source/Protection',\n",
-       "  'location_type': 'Mobile Food Vendor',\n",
-       "  'incident_zip': '10001',\n",
-       "  'incident_address': '111 WEST   32 STREET',\n",
-       "  'street_name': 'WEST   32 STREET',\n",
-       "  'cross_street_1': 'AVENUE OF THE AMERICAS',\n",
-       "  'cross_street_2': '7 AVENUE',\n",
-       "  'intersection_street_1': 'AVENUE OF THE AMERICAS',\n",
-       "  'intersection_street_2': '7 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   32 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has received and processed your complaint. All restaurants and mobile food vendors are inspected annually. Restaurant inspection results can be found on WWW.NYC.GOV or a copy of the inspection can be requested from 311.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:58:19.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1008080040',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '987204',\n",
-       "  'y_coordinate_state_plane': '212079',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.748783933986736',\n",
-       "  'longitude': '-73.9893387393561',\n",
-       "  'location': {'latitude': '40.748783933986736',\n",
-       "   'longitude': '-73.9893387393561',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972719',\n",
-       "  'created_date': '2022-04-21T18:12:08.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'WALL',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976052',\n",
-       "  'created_date': '2022-04-21T18:12:08.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'PESTS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970493',\n",
-       "  'created_date': '2022-04-21T18:12:13.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'WATER SUPPLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11225',\n",
-       "  'incident_address': '348 ROGERS AVENUE',\n",
-       "  'street_name': 'ROGERS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3013040135',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997076',\n",
-       "  'y_coordinate_state_plane': '181495',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.664829285331344',\n",
-       "  'longitude': '-73.95376803408462',\n",
-       "  'location': {'latitude': '40.664829285331344',\n",
-       "   'longitude': '-73.95376803408462',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971228',\n",
-       "  'created_date': '2022-04-21T18:12:16.000',\n",
-       "  'closed_date': '2022-04-21T21:27:45.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11222',\n",
-       "  'incident_address': '288 ECKFORD STREET',\n",
-       "  'street_name': 'ECKFORD STREET',\n",
-       "  'cross_street_1': 'CALYER STREET',\n",
-       "  'cross_street_2': 'GREENPOINT AVENUE',\n",
-       "  'intersection_street_1': 'CALYER STREET',\n",
-       "  'intersection_street_2': 'GREENPOINT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ECKFORD STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:27:49.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3025760032',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997608',\n",
-       "  'y_coordinate_state_plane': '204924',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.72913564070404',\n",
-       "  'longitude': '-73.95180394855001',\n",
-       "  'location': {'latitude': '40.72913564070404',\n",
-       "   'longitude': '-73.95180394855001',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971747',\n",
-       "  'created_date': '2022-04-21T18:13:14.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Damaged Tree',\n",
-       "  'descriptor': 'Branch Cracked and Will Fall',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11364',\n",
-       "  'incident_address': '48-12 207 STREET',\n",
-       "  'street_name': '207 STREET',\n",
-       "  'cross_street_1': '48 AVENUE',\n",
-       "  'cross_street_2': '50 AVENUE',\n",
-       "  'intersection_street_1': '48 AVENUE',\n",
-       "  'intersection_street_2': '50 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'OAKLAND GARDENS',\n",
-       "  'landmark': '207 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'NYC Parks created a work order for the tree condition and expects to address the issue within 120 days from the date of the tree assessment, barring any weather-related requests.   NYC Parks work priority categories range from Category A through D, with A being the most critical and time-sensitive. We will complete all work in Category A first and address work in lower priority categories in accordance with available resources. For more information about the Tree Risk Management Program, visit the NYC Urban Forest page on the NYC Parks website at nyc.gov/parks/trees.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T10:26:46.000',\n",
-       "  'community_board': '11 QUEENS',\n",
-       "  'bbl': '4073650011',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1047000',\n",
-       "  'y_coordinate_state_plane': '213926',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75363131668565',\n",
-       "  'longitude': '-73.77351268416416',\n",
-       "  'location': {'latitude': '40.75363131668565',\n",
-       "   'longitude': '-73.77351268416416',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970292',\n",
-       "  'created_date': '2022-04-21T18:13:25.000',\n",
-       "  'closed_date': '2022-04-21T18:25:43.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '61 KINGSTON AVENUE',\n",
-       "  'street_name': 'KINGSTON AVENUE',\n",
-       "  'cross_street_1': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_2': 'PACIFIC STREET',\n",
-       "  'intersection_street_1': 'ATLANTIC AVENUE',\n",
-       "  'intersection_street_2': 'PACIFIC STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'KINGSTON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:25:49.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040006',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000501',\n",
-       "  'y_coordinate_state_plane': '186142',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.677578633063526',\n",
-       "  'longitude': '-73.94141124825198',\n",
-       "  'location': {'latitude': '40.677578633063526',\n",
-       "   'longitude': '-73.94141124825198',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970058',\n",
-       "  'created_date': '2022-04-21T18:14:19.000',\n",
-       "  'closed_date': '2022-04-21T18:14:19.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Boilers',\n",
-       "  'descriptor': 'Boiler - Defective/Inoperative/No Permit',\n",
-       "  'incident_address': '280 EAST 162 STREET',\n",
-       "  'street_name': 'EAST 162 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': 'Unspecified BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX'},\n",
-       " {'unique_key': '53968100',\n",
-       "  'created_date': '2022-04-21T18:14:33.000',\n",
-       "  'closed_date': '2022-04-21T18:25:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1544 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'ALICE COURT',\n",
-       "  'cross_street_2': 'AGATE COURT',\n",
-       "  'intersection_street_1': 'ALICE COURT',\n",
-       "  'intersection_street_2': 'AGATE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:25:11.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040019',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000800',\n",
-       "  'y_coordinate_state_plane': '186276',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.677945878727634',\n",
-       "  'longitude': '-73.94033295282061',\n",
-       "  'location': {'latitude': '40.677945878727634',\n",
-       "   'longitude': '-73.94033295282061',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968870',\n",
-       "  'created_date': '2022-04-21T18:14:33.000',\n",
-       "  'closed_date': '2022-04-21T21:10:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': '447A STATE STREET',\n",
-       "  'street_name': 'STATE STREET',\n",
-       "  'cross_street_1': 'NEVINS STREET',\n",
-       "  'cross_street_2': '3 AVENUE',\n",
-       "  'intersection_street_1': 'NEVINS STREET',\n",
-       "  'intersection_street_2': '3 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'STATE STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:10:13.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3001730046',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '989451',\n",
-       "  'y_coordinate_state_plane': '189332',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68634784633461',\n",
-       "  'longitude': '-73.9812466832287',\n",
-       "  'location': {'latitude': '40.68634784633461',\n",
-       "   'longitude': '-73.9812466832287',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973505',\n",
-       "  'created_date': '2022-04-21T18:14:34.000',\n",
-       "  'closed_date': '2022-04-21T18:33:10.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '111-14 130 STREET',\n",
-       "  'street_name': '130 STREET',\n",
-       "  'cross_street_1': '111 AVENUE',\n",
-       "  'cross_street_2': 'LINDEN BOULEVARD',\n",
-       "  'intersection_street_1': '111 AVENUE',\n",
-       "  'intersection_street_2': 'LINDEN BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '130 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:33:14.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4116330013',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1036295',\n",
-       "  'y_coordinate_state_plane': '188076',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68274893390767',\n",
-       "  'longitude': '-73.81235061796734',\n",
-       "  'location': {'latitude': '40.68274893390767',\n",
-       "   'longitude': '-73.81235061796734',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968721',\n",
-       "  'created_date': '2022-04-21T18:14:56.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Missed Collection',\n",
-       "  'descriptor': 'Recycling - Paper/Metal/Glass/Rigid Plastic',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11207',\n",
-       "  'incident_address': '1776 BROADWAY',\n",
-       "  'street_name': 'BROADWAY',\n",
-       "  'cross_street_1': 'CHAUNCEY STREET',\n",
-       "  'cross_street_2': 'PILLING STREET',\n",
-       "  'intersection_street_1': 'CHAUNCEY STREET',\n",
-       "  'intersection_street_2': 'PILLING STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BROADWAY',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no condition at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:15:08.000',\n",
-       "  'community_board': '16 BROOKLYN',\n",
-       "  'bbl': '3015177501',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1009297',\n",
-       "  'y_coordinate_state_plane': '187928',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68246027741857',\n",
-       "  'longitude': '-73.90969293947886',\n",
-       "  'location': {'latitude': '40.68246027741857',\n",
-       "   'longitude': '-73.90969293947886',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973793',\n",
-       "  'created_date': '2022-04-21T18:15:08.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'TOILET',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10455',\n",
-       "  'incident_address': '725 PROSPECT AVENUE',\n",
-       "  'street_name': 'PROSPECT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 BRONX',\n",
-       "  'bbl': '2026750055',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011143',\n",
-       "  'y_coordinate_state_plane': '236858',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.81675525979464',\n",
-       "  'longitude': '-73.90284151099382',\n",
-       "  'location': {'latitude': '40.81675525979464',\n",
-       "   'longitude': '-73.90284151099382',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974923',\n",
-       "  'created_date': '2022-04-21T18:15:11.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'HEAVY FLOW',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10010',\n",
-       "  'incident_address': '401 2 AVENUE',\n",
-       "  'street_name': '2 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'bbl': '1009049024',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989559',\n",
-       "  'y_coordinate_state_plane': '208147',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.737990475920434',\n",
-       "  'longitude': '-73.98084242918496',\n",
-       "  'location': {'latitude': '40.737990475920434',\n",
-       "   'longitude': '-73.98084242918496',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972611',\n",
-       "  'created_date': '2022-04-21T18:15:13.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'ELECTRIC',\n",
-       "  'descriptor': 'OUTLET/SWITCH',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': '34 SEAMAN AVENUE',\n",
-       "  'street_name': 'SEAMAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1022470029',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1004502',\n",
-       "  'y_coordinate_state_plane': '255201',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.86711913938304',\n",
-       "  'longitude': '-73.92677857550613',\n",
-       "  'location': {'latitude': '40.86711913938304',\n",
-       "   'longitude': '-73.92677857550613',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973782',\n",
-       "  'created_date': '2022-04-21T18:15:13.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'WALL',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': '34 SEAMAN AVENUE',\n",
-       "  'street_name': 'SEAMAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1022470029',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1004502',\n",
-       "  'y_coordinate_state_plane': '255201',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.86711913938304',\n",
-       "  'longitude': '-73.92677857550613',\n",
-       "  'location': {'latitude': '40.86711913938304',\n",
-       "   'longitude': '-73.92677857550613',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971462',\n",
-       "  'created_date': '2022-04-21T18:15:13.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'FLOORING/STAIRS',\n",
-       "  'descriptor': 'FLOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': '34 SEAMAN AVENUE',\n",
-       "  'street_name': 'SEAMAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1022470029',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1004502',\n",
-       "  'y_coordinate_state_plane': '255201',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.86711913938304',\n",
-       "  'longitude': '-73.92677857550613',\n",
-       "  'location': {'latitude': '40.86711913938304',\n",
-       "   'longitude': '-73.92677857550613',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971552',\n",
-       "  'created_date': '2022-04-21T18:15:13.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'CEILING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': '34 SEAMAN AVENUE',\n",
-       "  'street_name': 'SEAMAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1022470029',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1004502',\n",
-       "  'y_coordinate_state_plane': '255201',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.86711913938304',\n",
-       "  'longitude': '-73.92677857550613',\n",
-       "  'location': {'latitude': '40.86711913938304',\n",
-       "   'longitude': '-73.92677857550613',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974760',\n",
-       "  'created_date': '2022-04-21T18:15:13.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'GENERAL',\n",
-       "  'descriptor': 'CABINET',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': '34 SEAMAN AVENUE',\n",
-       "  'street_name': 'SEAMAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1022470029',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1004502',\n",
-       "  'y_coordinate_state_plane': '255201',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.86711913938304',\n",
-       "  'longitude': '-73.92677857550613',\n",
-       "  'location': {'latitude': '40.86711913938304',\n",
-       "   'longitude': '-73.92677857550613',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968345',\n",
-       "  'created_date': '2022-04-21T18:15:17.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'incident_address': '14 LUDWIG STREET',\n",
-       "  'street_name': 'LUDWIG STREET',\n",
-       "  'cross_street_1': 'CLOVE ROAD',\n",
-       "  'cross_street_2': 'ELIZABETH STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Transportation referred this complaint to the appropriate Maintenance Unit for repair.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:15:17.000',\n",
-       "  'community_board': '0 Unspecified',\n",
-       "  'borough': 'Unspecified',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'Unspecified'},\n",
-       " {'unique_key': '53975604',\n",
-       "  'created_date': '2022-04-21T18:15:33.000',\n",
-       "  'closed_date': '2022-04-21T19:13:20.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11220',\n",
-       "  'incident_address': '735 52 STREET',\n",
-       "  'street_name': '52 STREET',\n",
-       "  'cross_street_1': '7 AVENUE',\n",
-       "  'cross_street_2': '8 AVENUE',\n",
-       "  'intersection_street_1': '7 AVENUE',\n",
-       "  'intersection_street_2': '8 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '52 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:13:25.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'bbl': '3008020064',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '982527',\n",
-       "  'y_coordinate_state_plane': '172741',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64081058627439',\n",
-       "  'longitude': '-74.00620840485021',\n",
-       "  'location': {'latitude': '40.64081058627439',\n",
-       "   'longitude': '-74.00620840485021',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976161',\n",
-       "  'created_date': '2022-04-21T18:15:35.000',\n",
-       "  'closed_date': '2022-04-22T05:58:35.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Broken Parking Meter',\n",
-       "  'descriptor': 'No Receipt',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11361',\n",
-       "  'incident_address': '38-08 BELL BOULEVARD',\n",
-       "  'street_name': 'BELL BOULEVARD',\n",
-       "  'cross_street_1': '38 AVENUE',\n",
-       "  'cross_street_2': '39 AVENUE',\n",
-       "  'intersection_street_1': '38 AVENUE',\n",
-       "  'intersection_street_2': '39 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BAYSIDE',\n",
-       "  'landmark': 'BELL BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation inspected the condition you reported and found that the condition meets its standards and/or there is a valid permit to conduct work.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T05:58:38.000',\n",
-       "  'community_board': '11 QUEENS',\n",
-       "  'bbl': '4062340026',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1047291',\n",
-       "  'y_coordinate_state_plane': '218541',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76629619624004',\n",
-       "  'longitude': '-73.77241908930768',\n",
-       "  'location': {'latitude': '40.76629619624004',\n",
-       "   'longitude': '-73.77241908930768',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969173',\n",
-       "  'created_date': '2022-04-21T18:15:48.000',\n",
-       "  'closed_date': '2022-04-21T18:26:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1550 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'ALICE COURT',\n",
-       "  'cross_street_2': 'AGATE COURT',\n",
-       "  'intersection_street_1': 'ALICE COURT',\n",
-       "  'intersection_street_2': 'AGATE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:26:04.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040021',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000854',\n",
-       "  'y_coordinate_state_plane': '186272',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67793479851105',\n",
-       "  'longitude': '-73.9401382787151',\n",
-       "  'location': {'latitude': '40.67793479851105',\n",
-       "   'longitude': '-73.9401382787151',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972586',\n",
-       "  'created_date': '2022-04-21T18:16:00.000',\n",
-       "  'closed_date': '2022-04-21T18:41:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'LED Lense',\n",
-       "  'incident_zip': '11203',\n",
-       "  'intersection_street_1': 'CHURCH AVENUE',\n",
-       "  'intersection_street_2': 'EAST 40 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:41:00.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000892',\n",
-       "  'y_coordinate_state_plane': '176560',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65127744708656',\n",
-       "  'longitude': '-73.94002525195557',\n",
-       "  'location': {'latitude': '40.65127744708656',\n",
-       "   'longitude': '-73.94002525195557',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975183',\n",
-       "  'created_date': '2022-04-21T18:16:36.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Cave-in',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11362',\n",
-       "  'incident_address': '248-20 DEEPDALE AVENUE',\n",
-       "  'street_name': 'DEEPDALE AVENUE',\n",
-       "  'cross_street_1': '248 STREET',\n",
-       "  'cross_street_2': 'MARATHON PARKWAY',\n",
-       "  'intersection_street_1': '248 STREET',\n",
-       "  'intersection_street_2': 'MARATHON PARKWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'LITTLE NECK',\n",
-       "  'landmark': 'DEEPDALE AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Transportation will inspect the condition and will determine the next action.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T09:52:15.000',\n",
-       "  'community_board': '11 QUEENS',\n",
-       "  'bbl': '4082190133',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1057184',\n",
-       "  'y_coordinate_state_plane': '217758',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76407099157825',\n",
-       "  'longitude': '-73.7367136005503',\n",
-       "  'location': {'latitude': '40.76407099157825',\n",
-       "   'longitude': '-73.7367136005503',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971400',\n",
-       "  'created_date': '2022-04-21T18:16:55.000',\n",
-       "  'closed_date': '2022-04-21T18:26:22.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1518 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'KINGSTON AVENUE',\n",
-       "  'cross_street_2': 'ALICE COURT',\n",
-       "  'intersection_street_1': 'KINGSTON AVENUE',\n",
-       "  'intersection_street_2': 'ALICE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:26:26.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040006',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000543',\n",
-       "  'y_coordinate_state_plane': '186294',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67799576140517',\n",
-       "  'longitude': '-73.94125946075351',\n",
-       "  'location': {'latitude': '40.67799576140517',\n",
-       "   'longitude': '-73.94125946075351',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975187',\n",
-       "  'created_date': '2022-04-21T18:16:57.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Failed Street Repair',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11429',\n",
-       "  'incident_address': '104-02 227 STREET',\n",
-       "  'street_name': '227 STREET',\n",
-       "  'cross_street_1': '104 AVENUE',\n",
-       "  'cross_street_2': '105 AVENUE',\n",
-       "  'intersection_street_1': '104 AVENUE',\n",
-       "  'intersection_street_2': '105 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'QUEENS VILLAGE',\n",
-       "  'landmark': '227 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Transportation will inspect the condition and will determine the next action.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T09:54:00.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4111740030',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1059580',\n",
-       "  'y_coordinate_state_plane': '197998',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.70981484930462',\n",
-       "  'longitude': '-73.72828553238081',\n",
-       "  'location': {'latitude': '40.70981484930462',\n",
-       "   'longitude': '-73.72828553238081',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973221',\n",
-       "  'created_date': '2022-04-21T18:17:00.000',\n",
-       "  'closed_date': '2022-04-23T12:13:00.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Dirty Condition',\n",
-       "  'descriptor': 'Trash',\n",
-       "  'location_type': 'Traffic Island or Median',\n",
-       "  'incident_zip': '10304',\n",
-       "  'incident_address': 'TODT HILL ROAD',\n",
-       "  'street_name': 'TODT HILL ROAD',\n",
-       "  'cross_street_1': 'TODT HILL ROAD',\n",
-       "  'cross_street_2': 'WHITWELL PLACE',\n",
-       "  'intersection_street_1': 'TODT HILL ROAD',\n",
-       "  'intersection_street_2': 'WHITWELL PLACE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and no DSNY related conditions/violations were observed. Location will be referred to the appropriate agency for further action.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T12:13:00.000',\n",
-       "  'community_board': '02 STATEN ISLAND',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '952868',\n",
-       "  'y_coordinate_state_plane': '157942',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.60013502004323',\n",
-       "  'longitude': '-74.11300842832118',\n",
-       "  'location': {'latitude': '40.60013502004323',\n",
-       "   'longitude': '-74.11300842832118',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973394',\n",
-       "  'created_date': '2022-04-21T18:17:17.000',\n",
-       "  'closed_date': '2022-04-21T19:26:52.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '115-02 149 AVENUE',\n",
-       "  'street_name': '149 AVENUE',\n",
-       "  'cross_street_1': '115 STREET',\n",
-       "  'cross_street_2': '116 STREET',\n",
-       "  'intersection_street_1': '115 STREET',\n",
-       "  'intersection_street_2': '116 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '149 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:26:56.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1032802',\n",
-       "  'y_coordinate_state_plane': '183189',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.66935509658783',\n",
-       "  'longitude': '-73.82497987613685',\n",
-       "  'location': {'latitude': '40.66935509658783',\n",
-       "   'longitude': '-73.82497987613685',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973804',\n",
-       "  'created_date': '2022-04-21T18:18:08.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'GARBAGE/RECYCLING STORAGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '1932 TOMLINSON AVENUE',\n",
-       "  'street_name': 'TOMLINSON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2042730050',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1024549',\n",
-       "  'y_coordinate_state_plane': '249939',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85260779456247',\n",
-       "  'longitude': '-73.85433006950667',\n",
-       "  'location': {'latitude': '40.85260779456247',\n",
-       "   'longitude': '-73.85433006950667',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972012',\n",
-       "  'created_date': '2022-04-21T18:18:08.000',\n",
-       "  'closed_date': '2022-04-22T10:04:48.000',\n",
-       "  'agency': 'DCA',\n",
-       "  'agency_name': 'Department of Consumer Affairs',\n",
-       "  'complaint_type': 'Consumer Complaint',\n",
-       "  'descriptor': 'Retail Store',\n",
-       "  'location_type': 'Business',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '744 MORRIS PARK AVENUE',\n",
-       "  'street_name': 'MORRIS PARK AVENUE',\n",
-       "  'cross_street_1': 'HUNT AVENUE',\n",
-       "  'cross_street_2': 'HOLLAND AVENUE',\n",
-       "  'intersection_street_1': 'HUNT AVENUE',\n",
-       "  'intersection_street_2': 'HOLLAND AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'MORRIS PARK AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Your complaint was referred to the Department of Consumer Affairs. There was insufficient information and the Department was not able to act on the matter.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T10:04:54.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2040340008',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021725',\n",
-       "  'y_coordinate_state_plane': '247360',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.845541647932805',\n",
-       "  'longitude': '-73.86455245973005',\n",
-       "  'location': {'latitude': '40.845541647932805',\n",
-       "   'longitude': '-73.86455245973005',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974875',\n",
-       "  'created_date': '2022-04-21T18:18:08.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'GARBAGE/RECYCLING STORAGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '1932 TOMLINSON AVENUE',\n",
-       "  'street_name': 'TOMLINSON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2042730050',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1024549',\n",
-       "  'y_coordinate_state_plane': '249939',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85260779456247',\n",
-       "  'longitude': '-73.85433006950667',\n",
-       "  'location': {'latitude': '40.85260779456247',\n",
-       "   'longitude': '-73.85433006950667',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972605',\n",
-       "  'created_date': '2022-04-21T18:18:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'WINDOW FRAME',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972615',\n",
-       "  'created_date': '2022-04-21T18:18:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'FLOORING/STAIRS',\n",
-       "  'descriptor': 'FLOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970474',\n",
-       "  'created_date': '2022-04-21T18:18:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'WALL',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974840',\n",
-       "  'created_date': '2022-04-21T18:18:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'WALL',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968091',\n",
-       "  'created_date': '2022-04-21T18:18:10.000',\n",
-       "  'closed_date': '2022-04-21T18:24:46.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1463 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'KINGSTON AVENUE',\n",
-       "  'cross_street_2': 'ALICE COURT',\n",
-       "  'intersection_street_1': 'KINGSTON AVENUE',\n",
-       "  'intersection_street_2': 'ALICE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:24:51.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018710102',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000653',\n",
-       "  'y_coordinate_state_plane': '186293',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67799281348494',\n",
-       "  'longitude': '-73.94086288445052',\n",
-       "  'location': {'latitude': '40.67799281348494',\n",
-       "   'longitude': '-73.94086288445052',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971538',\n",
-       "  'created_date': '2022-04-21T18:18:13.000',\n",
-       "  'closed_date': '2022-04-22T18:11:18.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10463',\n",
-       "  'incident_address': '3816 REVIEW PLACE',\n",
-       "  'street_name': 'REVIEW PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '2032710132',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012016',\n",
-       "  'y_coordinate_state_plane': '261732',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.88502426998677',\n",
-       "  'longitude': '-73.89958454267529',\n",
-       "  'location': {'latitude': '40.88502426998677',\n",
-       "   'longitude': '-73.89958454267529',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975921',\n",
-       "  'created_date': '2022-04-21T18:18:18.000',\n",
-       "  'closed_date': '2022-04-21T18:20:45.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10457',\n",
-       "  'incident_address': '2176 TIEBOUT AVENUE',\n",
-       "  'street_name': 'TIEBOUT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"The Department of Housing Preservation and Development conducted or attempted to conduct an inspection.  More information about inspection results can be found through HPD's website at www.nyc.gov/hpd by using HPDONLINE (enter your address on the home page) and entering your SR number under the complaint status option.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2031430130',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012350',\n",
-       "  'y_coordinate_state_plane': '250589',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85443910241399',\n",
-       "  'longitude': '-73.8984233658015',\n",
-       "  'location': {'latitude': '40.85443910241399',\n",
-       "   'longitude': '-73.8984233658015',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970127',\n",
-       "  'created_date': '2022-04-21T18:18:21.000',\n",
-       "  'closed_date': '2022-04-21T18:18:21.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'incident_address': '10 LUDWIG STREET',\n",
-       "  'street_name': 'LUDWIG STREET',\n",
-       "  'cross_street_1': 'CLOVE ROAD',\n",
-       "  'cross_street_2': 'ELIZABETH STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:18:21.000',\n",
-       "  'community_board': '0 Unspecified',\n",
-       "  'borough': 'Unspecified',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'Unspecified'},\n",
-       " {'unique_key': '53975615',\n",
-       "  'created_date': '2022-04-21T18:18:28.000',\n",
-       "  'closed_date': '2022-04-21T19:14:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '3144 EAST TREMONT AVENUE',\n",
-       "  'street_name': 'EAST TREMONT AVENUE',\n",
-       "  'cross_street_1': 'CODDINGTON AVENUE',\n",
-       "  'cross_street_2': 'LA SALLE AVENUE',\n",
-       "  'intersection_street_1': 'CODDINGTON AVENUE',\n",
-       "  'intersection_street_2': 'LA SALLE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST TREMONT AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:14:32.000',\n",
-       "  'community_board': '10 BRONX',\n",
-       "  'bbl': '2053500053',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1030060',\n",
-       "  'y_coordinate_state_plane': '244448',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83750976443527',\n",
-       "  'longitude': '-73.83444685945237',\n",
-       "  'location': {'latitude': '40.83750976443527',\n",
-       "   'longitude': '-73.83444685945237',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975169',\n",
-       "  'created_date': '2022-04-21T18:18:43.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Sidewalk Condition',\n",
-       "  'descriptor': 'Broken Sidewalk',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11373',\n",
-       "  'incident_address': '74-01 QUEENS BOULEVARD',\n",
-       "  'street_name': 'QUEENS BOULEVARD',\n",
-       "  'cross_street_1': '74 STREET',\n",
-       "  'cross_street_2': '76 STREET',\n",
-       "  'intersection_street_1': '74 STREET',\n",
-       "  'intersection_street_2': '76 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ELMHURST',\n",
-       "  'landmark': 'QUEENS BOULEVARD',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4015290014',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1014862',\n",
-       "  'y_coordinate_state_plane': '208564',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.73908365231755',\n",
-       "  'longitude': '-73.88953450169188',\n",
-       "  'location': {'latitude': '40.73908365231755',\n",
-       "   'longitude': '-73.88953450169188',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971091',\n",
-       "  'created_date': '2022-04-21T18:18:45.000',\n",
-       "  'closed_date': '2022-04-21T18:51:02.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '1025 ESPLANADE',\n",
-       "  'street_name': 'ESPLANADE',\n",
-       "  'cross_street_1': 'DYRE AVENUE LINE',\n",
-       "  'cross_street_2': 'HONE AVENUE',\n",
-       "  'intersection_street_1': 'DYRE AVENUE LINE',\n",
-       "  'intersection_street_2': 'HONE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'ESPLANADE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:51:05.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2043280023',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1023099',\n",
-       "  'y_coordinate_state_plane': '250853',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85512294839281',\n",
-       "  'longitude': '-73.85956611953316',\n",
-       "  'location': {'latitude': '40.85512294839281',\n",
-       "   'longitude': '-73.85956611953316',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974177',\n",
-       "  'created_date': '2022-04-21T18:19:02.000',\n",
-       "  'closed_date': '2022-04-26T14:50:17.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11222',\n",
-       "  'incident_address': '148 KINGSLAND AVENUE',\n",
-       "  'street_name': 'KINGSLAND AVENUE',\n",
-       "  'cross_street_1': 'BEADEL STREET',\n",
-       "  'cross_street_2': 'LOMBARDY STREET',\n",
-       "  'intersection_street_1': 'BEADEL STREET',\n",
-       "  'intersection_street_2': 'LOMBARDY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'KINGSLAND AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Homeless Services (DHS) visited the location and is coordinating with their agency partners to address the condition. No further information will be available with 311.',\n",
-       "  'resolution_action_updated_date': '2022-04-26T14:50:20.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3028340009',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000615',\n",
-       "  'y_coordinate_state_plane': '202143',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.721497420629596',\n",
-       "  'longitude': '-73.9409613709645',\n",
-       "  'location': {'latitude': '40.721497420629596',\n",
-       "   'longitude': '-73.9409613709645',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970308',\n",
-       "  'created_date': '2022-04-21T18:19:04.000',\n",
-       "  'closed_date': '2022-04-21T18:24:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1455 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'KINGSTON AVENUE',\n",
-       "  'cross_street_2': 'ALICE COURT',\n",
-       "  'intersection_street_1': 'KINGSTON AVENUE',\n",
-       "  'intersection_street_2': 'ALICE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:24:35.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018710103',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000591',\n",
-       "  'y_coordinate_state_plane': '186297',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67800390724708',\n",
-       "  'longitude': '-73.94108640093931',\n",
-       "  'location': {'latitude': '40.67800390724708',\n",
-       "   'longitude': '-73.94108640093931',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970641',\n",
-       "  'created_date': '2022-04-21T18:19:29.000',\n",
-       "  'closed_date': '2022-04-22T06:04:15.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Broken Parking Meter',\n",
-       "  'descriptor': 'Out of Order',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11385',\n",
-       "  'incident_address': '64-10 MYRTLE AVENUE',\n",
-       "  'street_name': 'MYRTLE AVENUE',\n",
-       "  'cross_street_1': '64 STREET',\n",
-       "  'cross_street_2': '64 PLACE',\n",
-       "  'intersection_street_1': '64 STREET',\n",
-       "  'intersection_street_2': '64 PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'RIDGEWOOD',\n",
-       "  'landmark': 'MYRTLE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation inspected the condition you reported. You can find additional information in the \"Notes to Customer\" field.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T06:04:22.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4035930020',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1014179',\n",
-       "  'y_coordinate_state_plane': '194685',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.70099150803335',\n",
-       "  'longitude': '-73.89206086512203',\n",
-       "  'location': {'latitude': '40.70099150803335',\n",
-       "   'longitude': '-73.89206086512203',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972549',\n",
-       "  'created_date': '2022-04-21T18:19:45.000',\n",
-       "  'closed_date': '2022-04-21T18:25:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '49 KINGSTON AVENUE',\n",
-       "  'street_name': 'KINGSTON AVENUE',\n",
-       "  'cross_street_1': 'HERKIMER STREET',\n",
-       "  'cross_street_2': 'ATLANTIC AVENUE',\n",
-       "  'intersection_street_1': 'HERKIMER STREET',\n",
-       "  'intersection_street_2': 'ATLANTIC AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'KINGSTON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:25:04.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018710103',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000518',\n",
-       "  'y_coordinate_state_plane': '186363',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67818519673704',\n",
-       "  'longitude': '-73.94134942572609',\n",
-       "  'location': {'latitude': '40.67818519673704',\n",
-       "   'longitude': '-73.94134942572609',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968662',\n",
-       "  'created_date': '2022-04-21T18:20:14.000',\n",
-       "  'closed_date': '2022-04-21T18:39:03.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10010',\n",
-       "  'incident_address': '352 EAST   23 STREET',\n",
-       "  'street_name': 'EAST   23 STREET',\n",
-       "  'cross_street_1': '2 AVENUE',\n",
-       "  'cross_street_2': '1 AVENUE',\n",
-       "  'intersection_street_1': '2 AVENUE',\n",
-       "  'intersection_street_2': '1 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST   23 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department visited the location and no Encampment was found.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:39:07.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'bbl': '1009287505',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989910',\n",
-       "  'y_coordinate_state_plane': '207901',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.73731504916596',\n",
-       "  'longitude': '-73.97957604977188',\n",
-       "  'location': {'latitude': '40.73731504916596',\n",
-       "   'longitude': '-73.97957604977188',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968999',\n",
-       "  'created_date': '2022-04-21T18:20:26.000',\n",
-       "  'closed_date': '2022-04-21T20:58:26.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11368',\n",
-       "  'incident_address': '48-09 108 STREET',\n",
-       "  'street_name': '108 STREET',\n",
-       "  'cross_street_1': '48 AVENUE',\n",
-       "  'cross_street_2': 'SERGEANT LUIS MANUEL GONZALEZ ST',\n",
-       "  'intersection_street_1': '48 AVENUE',\n",
-       "  'intersection_street_2': 'SERGEANT LUIS MANUEL GONZALEZ ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CORONA',\n",
-       "  'landmark': '108 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:58:31.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4020040089',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1024092',\n",
-       "  'y_coordinate_state_plane': '211023',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.745796220873544',\n",
-       "  'longitude': '-73.85621290210726',\n",
-       "  'location': {'latitude': '40.745796220873544',\n",
-       "   'longitude': '-73.85621290210726',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968894',\n",
-       "  'created_date': '2022-04-21T18:20:29.000',\n",
-       "  'closed_date': '2022-04-21T20:41:28.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11218',\n",
-       "  'incident_address': '550 EAST    4 STREET',\n",
-       "  'street_name': 'EAST    4 STREET',\n",
-       "  'cross_street_1': 'AVENUE C',\n",
-       "  'cross_street_2': 'CORTELYOU ROAD',\n",
-       "  'intersection_street_1': 'AVENUE C',\n",
-       "  'intersection_street_2': 'CORTELYOU ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST    4 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:41:32.000',\n",
-       "  'community_board': '12 BROOKLYN',\n",
-       "  'bbl': '3053720039',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '991015',\n",
-       "  'y_coordinate_state_plane': '172059',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.638936226331154',\n",
-       "  'longitude': '-73.97562467812924',\n",
-       "  'location': {'latitude': '40.638936226331154',\n",
-       "   'longitude': '-73.97562467812924',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968958',\n",
-       "  'created_date': '2022-04-21T18:20:36.000',\n",
-       "  'closed_date': '2022-04-21T19:17:35.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Vehicle',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10467',\n",
-       "  'incident_address': '3601 BAINBRIDGE AVENUE',\n",
-       "  'street_name': 'BAINBRIDGE AVENUE',\n",
-       "  'cross_street_1': 'EAST  213 STREET',\n",
-       "  'cross_street_2': 'JEROME AVENUE',\n",
-       "  'intersection_street_1': 'EAST  213 STREET',\n",
-       "  'intersection_street_2': 'JEROME AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BAINBRIDGE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:17:40.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2033290065',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1018078',\n",
-       "  'y_coordinate_state_plane': '261719',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.88496743405087',\n",
-       "  'longitude': '-73.8776614727854',\n",
-       "  'location': {'latitude': '40.88496743405087',\n",
-       "   'longitude': '-73.8776614727854',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969779',\n",
-       "  'created_date': '2022-04-21T18:20:44.000',\n",
-       "  'closed_date': '2022-04-21T22:15:48.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Subway',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department visited the location and no Encampment was found.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:15:53.000',\n",
-       "  'community_board': 'Unspecified MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '988643',\n",
-       "  'y_coordinate_state_plane': '216129',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'bridge_highway_name': 'N',\n",
-       "  'bridge_highway_direction': 'N R W Uptown & Queens',\n",
-       "  'bridge_highway_segment': 'Platform',\n",
-       "  'latitude': '40.7598995571408',\n",
-       "  'longitude': '-73.98414260863386',\n",
-       "  'location': {'latitude': '40.7598995571408',\n",
-       "   'longitude': '-73.98414260863386',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969104',\n",
-       "  'created_date': '2022-04-21T18:21:08.000',\n",
-       "  'closed_date': '2022-04-21T18:42:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10075',\n",
-       "  'incident_address': '345 EAST   80 STREET',\n",
-       "  'street_name': 'EAST   80 STREET',\n",
-       "  'cross_street_1': '2 AVENUE',\n",
-       "  'cross_street_2': '1 AVENUE',\n",
-       "  'intersection_street_1': '2 AVENUE',\n",
-       "  'intersection_street_2': '1 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST   80 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:42:11.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1015437501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997521',\n",
-       "  'y_coordinate_state_plane': '220900',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.7729858462883',\n",
-       "  'longitude': '-73.95208631822833',\n",
-       "  'location': {'latitude': '40.7729858462883',\n",
-       "   'longitude': '-73.95208631822833',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970006',\n",
-       "  'created_date': '2022-04-21T18:21:31.000',\n",
-       "  'closed_date': '2022-04-21T18:48:57.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11222',\n",
-       "  'incident_address': '300 KINGSLAND AVENUE',\n",
-       "  'street_name': 'KINGSLAND AVENUE',\n",
-       "  'cross_street_1': 'NASSAU AVENUE',\n",
-       "  'cross_street_2': 'NORMAN AVENUE',\n",
-       "  'intersection_street_1': 'NASSAU AVENUE',\n",
-       "  'intersection_street_2': 'NORMAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'KINGSLAND AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:49:01.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3026580052',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000367',\n",
-       "  'y_coordinate_state_plane': '204136',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.726968176521396',\n",
-       "  'longitude': '-73.9418512865207',\n",
-       "  'location': {'latitude': '40.726968176521396',\n",
-       "   'longitude': '-73.9418512865207',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976425',\n",
-       "  'created_date': '2022-04-21T18:21:48.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Dirty Condition',\n",
-       "  'descriptor': 'Trash',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11234',\n",
-       "  'incident_address': '1752 EAST   51 STREET',\n",
-       "  'street_name': 'EAST   51 STREET',\n",
-       "  'cross_street_1': 'AVENUE N',\n",
-       "  'cross_street_2': 'AVENUE O',\n",
-       "  'intersection_street_1': 'AVENUE N',\n",
-       "  'intersection_street_2': 'AVENUE O',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   51 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1004866',\n",
-       "  'y_coordinate_state_plane': '164317',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6176646650339',\n",
-       "  'longitude': '-73.92574108651438',\n",
-       "  'location': {'latitude': '40.6176646650339',\n",
-       "   'longitude': '-73.92574108651438',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974234',\n",
-       "  'created_date': '2022-04-21T18:21:51.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Sanitation Worker or Vehicle Complaint',\n",
-       "  'descriptor': 'Noise',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11235',\n",
-       "  'incident_address': '117 BEAUMONT STREET',\n",
-       "  'street_name': 'BEAUMONT STREET',\n",
-       "  'cross_street_1': 'HAMPTON AVENUE',\n",
-       "  'cross_street_2': 'ORIENTAL BOULEVARD',\n",
-       "  'intersection_street_1': 'HAMPTON AVENUE',\n",
-       "  'intersection_street_2': 'ORIENTAL BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BEAUMONT STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '15 BROOKLYN',\n",
-       "  'bbl': '3087340057',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997772',\n",
-       "  'y_coordinate_state_plane': '150170',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.578847683372935',\n",
-       "  'longitude': '-73.95132201313687',\n",
-       "  'location': {'latitude': '40.578847683372935',\n",
-       "   'longitude': '-73.95132201313687',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969114',\n",
-       "  'created_date': '2022-04-21T18:22:15.000',\n",
-       "  'closed_date': '2022-04-21T18:26:40.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1540 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'ALICE COURT',\n",
-       "  'cross_street_2': 'AGATE COURT',\n",
-       "  'intersection_street_1': 'ALICE COURT',\n",
-       "  'intersection_street_2': 'AGATE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:26:44.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040008',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000764',\n",
-       "  'y_coordinate_state_plane': '186279',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67795418028011',\n",
-       "  'longitude': '-73.94046273477677',\n",
-       "  'location': {'latitude': '40.67795418028011',\n",
-       "   'longitude': '-73.94046273477677',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973978',\n",
-       "  'created_date': '2022-04-21T18:22:30.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Mouse Sighting',\n",
-       "  'location_type': '1-2 Family Dwelling',\n",
-       "  'incident_zip': '11229',\n",
-       "  'incident_address': '2157 EAST   22 STREET',\n",
-       "  'street_name': 'EAST   22 STREET',\n",
-       "  'cross_street_1': 'AVENUE U',\n",
-       "  'cross_street_2': 'AVENUE V',\n",
-       "  'intersection_street_1': 'AVENUE U',\n",
-       "  'intersection_street_2': 'AVENUE V',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   22 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '15 BROOKLYN',\n",
-       "  'bbl': '3073550062',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '998346',\n",
-       "  'y_coordinate_state_plane': '157351',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.598557197253314',\n",
-       "  'longitude': '-73.94924068542763',\n",
-       "  'location': {'latitude': '40.598557197253314',\n",
-       "   'longitude': '-73.94924068542763',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969945',\n",
-       "  'created_date': '2022-04-21T18:23:01.000',\n",
-       "  'closed_date': '2022-04-22T00:52:15.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Plate Condition - Noisy',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '1551 UNIVERSITY AVENUE',\n",
-       "  'street_name': 'UNIVERSITY AVENUE',\n",
-       "  'cross_street_1': 'CROSS BRONX EXPWY ET    1 C-D SB',\n",
-       "  'cross_street_2': 'FEATHERBED LANE',\n",
-       "  'intersection_street_1': 'CROSS BRONX EXPWY ET    1 C-D SB',\n",
-       "  'intersection_street_2': 'FEATHERBED LANE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'UNIVERSITY AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation inspected the condition and issued a Corrective Action Repair (CAR) to the contractor or utility company. The responsible party has a maximum of 30 days to correct the condition. If the condition still exists, a summons will be issued. In some cases, the Department of Transportation will make the repairs and charge the responsible party for the costs.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:52:19.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028770001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1005915',\n",
-       "  'y_coordinate_state_plane': '247540',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.846088639007',\n",
-       "  'longitude': '-73.92169461477268',\n",
-       "  'location': {'latitude': '40.846088639007',\n",
-       "   'longitude': '-73.92169461477268',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975188',\n",
-       "  'created_date': '2022-04-21T18:23:05.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Failed Street Repair',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11101',\n",
-       "  'incident_address': '49-11 NORTHERN BOULEVARD',\n",
-       "  'street_name': 'NORTHERN BOULEVARD',\n",
-       "  'cross_street_1': '49 STREET',\n",
-       "  'cross_street_2': '50 STREET',\n",
-       "  'intersection_street_1': '49 STREET',\n",
-       "  'intersection_street_2': '50 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'LONG ISLAND CITY',\n",
-       "  'landmark': 'NORTHERN BOULEVARD',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Transportation will inspect the condition and will determine the next action.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T09:53:57.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4007350005',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1008264',\n",
-       "  'y_coordinate_state_plane': '213787',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75343984652214',\n",
-       "  'longitude': '-73.913325169769',\n",
-       "  'location': {'latitude': '40.75343984652214',\n",
-       "   'longitude': '-73.913325169769',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971111',\n",
-       "  'created_date': '2022-04-21T18:23:23.000',\n",
-       "  'closed_date': '2022-04-21T19:43:40.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10002',\n",
-       "  'incident_address': '32 JACKSON STREET',\n",
-       "  'street_name': 'JACKSON STREET',\n",
-       "  'cross_street_1': 'MADISON STREET',\n",
-       "  'cross_street_2': 'CHERRY STREET',\n",
-       "  'intersection_street_1': 'MADISON STREET',\n",
-       "  'intersection_street_2': 'CHERRY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'JACKSON STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:43:43.000',\n",
-       "  'community_board': '03 MANHATTAN',\n",
-       "  'bbl': '1002630001',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989606',\n",
-       "  'y_coordinate_state_plane': '198724',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.712126600931065',\n",
-       "  'longitude': '-73.98068032869362',\n",
-       "  'location': {'latitude': '40.712126600931065',\n",
-       "   'longitude': '-73.98068032869362',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971398',\n",
-       "  'created_date': '2022-04-21T18:23:24.000',\n",
-       "  'closed_date': '2022-04-21T18:24:52.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1463 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'KINGSTON AVENUE',\n",
-       "  'cross_street_2': 'ALICE COURT',\n",
-       "  'intersection_street_1': 'KINGSTON AVENUE',\n",
-       "  'intersection_street_2': 'ALICE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:24:55.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018710102',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000653',\n",
-       "  'y_coordinate_state_plane': '186293',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67799281348494',\n",
-       "  'longitude': '-73.94086288445052',\n",
-       "  'location': {'latitude': '40.67799281348494',\n",
-       "   'longitude': '-73.94086288445052',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972052',\n",
-       "  'created_date': '2022-04-21T18:23:24.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Sanitation Worker or Vehicle Complaint',\n",
-       "  'descriptor': 'Noise',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11235',\n",
-       "  'incident_address': '12 AMHERST STREET',\n",
-       "  'street_name': 'AMHERST STREET',\n",
-       "  'cross_street_1': 'SHORE BOULEVARD',\n",
-       "  'cross_street_2': 'HAMPTON AVENUE',\n",
-       "  'intersection_street_1': 'SHORE BOULEVARD',\n",
-       "  'intersection_street_2': 'HAMPTON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'AMHERST STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '15 BROOKLYN',\n",
-       "  'bbl': '3087260010',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997378',\n",
-       "  'y_coordinate_state_plane': '151056',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.58128017030606',\n",
-       "  'longitude': '-73.9527386566673',\n",
-       "  'location': {'latitude': '40.58128017030606',\n",
-       "   'longitude': '-73.9527386566673',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975632',\n",
-       "  'created_date': '2022-04-21T18:24:03.000',\n",
-       "  'closed_date': '2022-04-21T19:12:04.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11235',\n",
-       "  'incident_address': '2610 COYLE STREET',\n",
-       "  'street_name': 'COYLE STREET',\n",
-       "  'cross_street_1': 'AVENUE Z',\n",
-       "  'cross_street_2': 'VOORHIES AVENUE',\n",
-       "  'intersection_street_1': 'AVENUE Z',\n",
-       "  'intersection_street_2': 'VOORHIES AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'COYLE STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:12:10.000',\n",
-       "  'community_board': '15 BROOKLYN',\n",
-       "  'bbl': '3074790083',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1002301',\n",
-       "  'y_coordinate_state_plane': '154082',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.58957727900911',\n",
-       "  'longitude': '-73.9350075759785',\n",
-       "  'location': {'latitude': '40.58957727900911',\n",
-       "   'longitude': '-73.9350075759785',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970351',\n",
-       "  'created_date': '2022-04-21T18:24:14.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'ELECTRIC',\n",
-       "  'descriptor': 'OUTLET/SWITCH',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '600 WEST  157 STREET',\n",
-       "  'street_name': 'WEST  157 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021340090',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999304',\n",
-       "  'y_coordinate_state_plane': '243264',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83436601237611',\n",
-       "  'longitude': '-73.94559882357741',\n",
-       "  'location': {'latitude': '40.83436601237611',\n",
-       "   'longitude': '-73.94559882357741',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970296',\n",
-       "  'created_date': '2022-04-21T18:24:16.000',\n",
-       "  'closed_date': '2022-04-21T20:43:19.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11368',\n",
-       "  'incident_address': '108-36 46 AVENUE',\n",
-       "  'street_name': '46 AVENUE',\n",
-       "  'cross_street_1': '108 STREET',\n",
-       "  'cross_street_2': '109 STREET',\n",
-       "  'intersection_street_1': '108 STREET',\n",
-       "  'intersection_street_2': '109 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CORONA',\n",
-       "  'landmark': '46 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:43:24.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4020020014',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1024046',\n",
-       "  'y_coordinate_state_plane': '211622',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.747440530446774',\n",
-       "  'longitude': '-73.8563753683067',\n",
-       "  'location': {'latitude': '40.747440530446774',\n",
-       "   'longitude': '-73.8563753683067',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971521',\n",
-       "  'created_date': '2022-04-21T18:24:19.000',\n",
-       "  'closed_date': '2022-04-23T13:11:29.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '929 ST NICHOLAS AVENUE',\n",
-       "  'street_name': 'ST NICHOLAS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted an occupant of the apartment and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021070072',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000630',\n",
-       "  'y_coordinate_state_plane': '242638',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.832645463325115',\n",
-       "  'longitude': '-73.94080854012901',\n",
-       "  'location': {'latitude': '40.832645463325115',\n",
-       "   'longitude': '-73.94080854012901',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974704',\n",
-       "  'created_date': '2022-04-21T18:24:28.000',\n",
-       "  'closed_date': '2022-04-21T20:43:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11368',\n",
-       "  'incident_address': 'CORONA GOLF PLAYGROUND',\n",
-       "  'street_name': 'CORONA GOLF PLAYGROUND',\n",
-       "  'cross_street_1': '109 STREET',\n",
-       "  'cross_street_2': '111 STREET',\n",
-       "  'intersection_street_1': '109 STREET',\n",
-       "  'intersection_street_2': '111 STREET',\n",
-       "  'address_type': 'UNRECOGNIZED',\n",
-       "  'city': 'CORONA',\n",
-       "  'landmark': 'CORONA GOLF PLAYGROUND',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:43:44.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4020020055',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1024535',\n",
-       "  'y_coordinate_state_plane': '211675',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74758378776083',\n",
-       "  'longitude': '-73.85461024239201',\n",
-       "  'location': {'latitude': '40.74758378776083',\n",
-       "   'longitude': '-73.85461024239201',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968101',\n",
-       "  'created_date': '2022-04-21T18:24:30.000',\n",
-       "  'closed_date': '2022-04-21T19:17:45.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10467',\n",
-       "  'incident_address': '3505 ROCHAMBEAU AVENUE',\n",
-       "  'street_name': 'ROCHAMBEAU AVENUE',\n",
-       "  'cross_street_1': 'EAST GUN HILL ROAD',\n",
-       "  'cross_street_2': 'EAST  212 STREET',\n",
-       "  'intersection_street_1': 'EAST GUN HILL ROAD',\n",
-       "  'intersection_street_2': 'EAST  212 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'ROCHAMBEAU AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:17:50.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2033280125',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1017647',\n",
-       "  'y_coordinate_state_plane': '260607',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.88191698583422',\n",
-       "  'longitude': '-73.87922572142527',\n",
-       "  'location': {'latitude': '40.88191698583422',\n",
-       "   'longitude': '-73.87922572142527',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971487',\n",
-       "  'created_date': '2022-04-21T18:24:38.000',\n",
-       "  'closed_date': '2022-04-26T11:18:57.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '2017 CHURCH AVENUE',\n",
-       "  'street_name': 'CHURCH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-26T00:00:00.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3050810039',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995145',\n",
-       "  'y_coordinate_state_plane': '176136',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6501225946322',\n",
-       "  'longitude': '-73.96073707845565',\n",
-       "  'location': {'latitude': '40.6501225946322',\n",
-       "   'longitude': '-73.96073707845565',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972203',\n",
-       "  'created_date': '2022-04-21T18:24:39.000',\n",
-       "  'closed_date': '2022-04-21T19:26:40.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '257 WEST  117 STREET',\n",
-       "  'street_name': 'WEST  117 STREET',\n",
-       "  'cross_street_1': 'ST NICHOLAS AVENUE',\n",
-       "  'cross_street_2': 'FREDERICK DOUGLASS BOULEVARD',\n",
-       "  'intersection_street_1': 'ST NICHOLAS AVENUE',\n",
-       "  'intersection_street_2': 'FREDERICK DOUGLASS BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  117 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:26:43.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1019237501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997032',\n",
-       "  'y_coordinate_state_plane': '232442',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80466625607931',\n",
-       "  'longitude': '-73.95382984200852',\n",
-       "  'location': {'latitude': '40.80466625607931',\n",
-       "   'longitude': '-73.95382984200852',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970460',\n",
-       "  'created_date': '2022-04-21T18:25:00.000',\n",
-       "  'closed_date': '2022-04-24T17:48:34.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'CEILING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10468',\n",
-       "  'incident_address': '2281 UNIVERSITY AVENUE',\n",
-       "  'street_name': 'UNIVERSITY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2032180066',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1009999',\n",
-       "  'y_coordinate_state_plane': '252823',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86057792946277',\n",
-       "  'longitude': '-73.90691323541643',\n",
-       "  'location': {'latitude': '40.86057792946277',\n",
-       "   'longitude': '-73.90691323541643',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976068',\n",
-       "  'created_date': '2022-04-21T18:25:00.000',\n",
-       "  'closed_date': '2022-04-24T17:48:33.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'HEAVY FLOW',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10468',\n",
-       "  'incident_address': '2281 UNIVERSITY AVENUE',\n",
-       "  'street_name': 'UNIVERSITY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2032180066',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1009999',\n",
-       "  'y_coordinate_state_plane': '252823',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86057792946277',\n",
-       "  'longitude': '-73.90691323541643',\n",
-       "  'location': {'latitude': '40.86057792946277',\n",
-       "   'longitude': '-73.90691323541643',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968536',\n",
-       "  'created_date': '2022-04-21T18:25:04.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '201 WEST   74 STREET',\n",
-       "  'street_name': 'WEST   74 STREET',\n",
-       "  'cross_street_1': 'AMSTERDAM AVENUE',\n",
-       "  'cross_street_2': 'BROADWAY',\n",
-       "  'intersection_street_1': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_2': 'BROADWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   74 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011667501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989568',\n",
-       "  'y_coordinate_state_plane': '223447',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.779985053397056',\n",
-       "  'longitude': '-73.9807978500125',\n",
-       "  'location': {'latitude': '40.779985053397056',\n",
-       "   'longitude': '-73.9807978500125',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968422',\n",
-       "  'created_date': '2022-04-21T18:25:32.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Damaged Tree',\n",
-       "  'descriptor': 'Branch or Limb Has Fallen Down',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10314',\n",
-       "  'incident_address': '55 AMSTERDAM PLACE',\n",
-       "  'street_name': 'AMSTERDAM PLACE',\n",
-       "  'cross_street_1': 'FREEDOM AVENUE',\n",
-       "  'cross_street_2': 'TODDY AVENUE',\n",
-       "  'intersection_street_1': 'FREEDOM AVENUE',\n",
-       "  'intersection_street_2': 'TODDY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'AMSTERDAM PLACE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': \"NYC Parks reviewed this request and will visit the location to investigate the condition.  Under NYC Parksâ\\x80\\x99 Tree Risk Management Program, all trees under the agency's jurisdiction are assessed for risk, and work is prioritized to address the conditions with the highest risk first.  For more information about the Tree Risk Management Program, visit the NYC Urban Forest page on the NYC Parks website at nyc.gov/parks/trees.   To learn more about the trees in your neighborhood, visit the NYC Tree Map at nyc.gov/parks/treemap.\",\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:40:39.000',\n",
-       "  'community_board': '02 STATEN ISLAND',\n",
-       "  'bbl': '5021060296',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '938456',\n",
-       "  'y_coordinate_state_plane': '158027',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.60030557558233',\n",
-       "  'longitude': '-74.1649073611418',\n",
-       "  'location': {'latitude': '40.60030557558233',\n",
-       "   'longitude': '-74.1649073611418',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970648',\n",
-       "  'created_date': '2022-04-21T18:25:35.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Food Establishment',\n",
-       "  'descriptor': 'Toilet Facility',\n",
-       "  'location_type': 'Other (Explain Below)',\n",
-       "  'incident_zip': '10025',\n",
-       "  'incident_address': '2680 BROADWAY',\n",
-       "  'street_name': 'BROADWAY',\n",
-       "  'cross_street_1': 'WEST  102 STREET',\n",
-       "  'cross_street_2': 'NORMAN ROCKWELL PLACE',\n",
-       "  'intersection_street_1': 'WEST  102 STREET',\n",
-       "  'intersection_street_2': 'NORMAN ROCKWELL PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'BROADWAY',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has sent official written notification to the Owner/Landlord warning them of potential violations and instructing them to correct the situation. If the situation persists 21 days after your initial complaint, please make a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:40:27.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1018740022',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '992869',\n",
-       "  'y_coordinate_state_plane': '230243',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.798635645247415',\n",
-       "  'longitude': '-73.96886993185635',\n",
-       "  'location': {'latitude': '40.798635645247415',\n",
-       "   'longitude': '-73.96886993185635',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968693',\n",
-       "  'created_date': '2022-04-21T18:25:48.000',\n",
-       "  'closed_date': '2022-04-25T09:38:20.000',\n",
-       "  'agency': 'DCA',\n",
-       "  'agency_name': 'Department of Consumer Affairs',\n",
-       "  'complaint_type': 'Consumer Complaint',\n",
-       "  'descriptor': 'Retail Store',\n",
-       "  'location_type': 'Business',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '1009 FLATBUSH AVENUE',\n",
-       "  'street_name': 'FLATBUSH AVENUE',\n",
-       "  'cross_street_1': 'ALBEMARLE ROAD',\n",
-       "  'cross_street_2': 'REGENT PLACE',\n",
-       "  'intersection_street_1': 'ALBEMARLE ROAD',\n",
-       "  'intersection_street_2': 'REGENT PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FLATBUSH AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Consumer Affairs has already mailed you a complaint form. In order for DCA to be able to help, you must complete that form and return it to DCA along with requested documentation. DCA will contact you approximately 30 days after receiving your complete complaint which we must forward to the reported business for its response. If you do not receive the complaint form within 15 days from the date of your initial request, please call 311 back.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T09:38:25.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3051260001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995877',\n",
-       "  'y_coordinate_state_plane': '174893',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64670989846653',\n",
-       "  'longitude': '-73.9581012720379',\n",
-       "  'location': {'latitude': '40.64670989846653',\n",
-       "   'longitude': '-73.9581012720379',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974248',\n",
-       "  'created_date': '2022-04-21T18:25:48.000',\n",
-       "  'closed_date': '2022-04-21T22:34:06.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Crosswalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10465',\n",
-       "  'incident_address': '718 REVERE AVENUE',\n",
-       "  'street_name': 'REVERE AVENUE',\n",
-       "  'cross_street_1': 'RANDALL AVENUE',\n",
-       "  'cross_street_2': 'BILL TWOMEY PLACE',\n",
-       "  'intersection_street_1': 'RANDALL AVENUE',\n",
-       "  'intersection_street_2': 'BILL TWOMEY PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'REVERE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:34:11.000',\n",
-       "  'community_board': '10 BRONX',\n",
-       "  'bbl': '2055430181',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1033087',\n",
-       "  'y_coordinate_state_plane': '240291',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.82608379620614',\n",
-       "  'longitude': '-73.82353785102644',\n",
-       "  'location': {'latitude': '40.82608379620614',\n",
-       "   'longitude': '-73.82353785102644',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974519',\n",
-       "  'created_date': '2022-04-21T18:25:48.000',\n",
-       "  'closed_date': '2022-04-21T19:16:28.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11220',\n",
-       "  'incident_address': '733 51 STREET',\n",
-       "  'street_name': '51 STREET',\n",
-       "  'cross_street_1': '7 AVENUE',\n",
-       "  'cross_street_2': '8 AVENUE',\n",
-       "  'intersection_street_1': '7 AVENUE',\n",
-       "  'intersection_street_2': '8 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '51 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:16:32.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'bbl': '3007940066',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '982926',\n",
-       "  'y_coordinate_state_plane': '172756',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64085182669213',\n",
-       "  'longitude': '-74.00477070986601',\n",
-       "  'location': {'latitude': '40.64085182669213',\n",
-       "   'longitude': '-74.00477070986601',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973027',\n",
-       "  'created_date': '2022-04-21T18:25:51.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '141 WEST   73 STREET',\n",
-       "  'street_name': 'WEST   73 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_1': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   73 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011450012',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989920',\n",
-       "  'y_coordinate_state_plane': '222951',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.77862344568907',\n",
-       "  'longitude': '-73.97952727261506',\n",
-       "  'location': {'latitude': '40.77862344568907',\n",
-       "   'longitude': '-73.97952727261506',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973541',\n",
-       "  'created_date': '2022-04-21T18:26:00.000',\n",
-       "  'closed_date': '2022-04-21T20:00:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'Controller',\n",
-       "  'incident_zip': '11215',\n",
-       "  'intersection_street_1': '5 AVENUE',\n",
-       "  'intersection_street_2': '9 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:00:00.000',\n",
-       "  'community_board': '06 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '988049',\n",
-       "  'y_coordinate_state_plane': '183074',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.669171764006045',\n",
-       "  'longitude': '-73.9863054213361',\n",
-       "  'location': {'latitude': '40.669171764006045',\n",
-       "   'longitude': '-73.9863054213361',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968673',\n",
-       "  'created_date': '2022-04-21T18:26:18.000',\n",
-       "  'closed_date': '2022-04-21T20:48:32.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Homeless Person Assistance',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10038',\n",
-       "  'incident_address': '35 SAINT JAMES PLACE',\n",
-       "  'street_name': 'SAINT JAMES PLACE',\n",
-       "  'cross_street_1': 'MADISON STREET',\n",
-       "  'cross_street_2': 'JAMES STREET',\n",
-       "  'intersection_street_1': 'MADISON STREET',\n",
-       "  'intersection_street_2': 'JAMES STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'ST JAMES PLACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The mobile outreach response team offered services to the individual, but the individual did not accept assistance.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:48:32.000',\n",
-       "  'community_board': '03 MANHATTAN',\n",
-       "  'bbl': '1001160043',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '984448',\n",
-       "  'y_coordinate_state_plane': '198744',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.712183115110605',\n",
-       "  'longitude': '-73.9992857919845',\n",
-       "  'location': {'latitude': '40.712183115110605',\n",
-       "   'longitude': '-73.9992857919845',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973444',\n",
-       "  'created_date': '2022-04-21T18:26:21.000',\n",
-       "  'closed_date': '2022-04-25T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Building/Use',\n",
-       "  'descriptor': 'Illegal Conversion Of Residential Building/Space',\n",
-       "  'incident_zip': '11419',\n",
-       "  'incident_address': '107-01 111 STREET',\n",
-       "  'street_name': '111 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH RICHMOND HILL',\n",
-       "  'status': 'Assigned',\n",
-       "  'resolution_description': 'The Department of Buildings has reviewed this complaint and determnined that it would be best addressed by its Quality of Life Unit.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4095490001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1031442',\n",
-       "  'y_coordinate_state_plane': '187845',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68214209699683',\n",
-       "  'longitude': '-73.82984978677108',\n",
-       "  'location': {'latitude': '40.68214209699683',\n",
-       "   'longitude': '-73.82984978677108',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968397',\n",
-       "  'created_date': '2022-04-21T18:26:36.000',\n",
-       "  'closed_date': '2022-04-21T19:04:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '130-01 120 STREET',\n",
-       "  'street_name': '120 STREET',\n",
-       "  'cross_street_1': 'SUTTER AVENUE',\n",
-       "  'cross_street_2': '133 AVENUE',\n",
-       "  'intersection_street_1': 'SUTTER AVENUE',\n",
-       "  'intersection_street_2': '133 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '120 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:04:37.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4117270039',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1034493',\n",
-       "  'y_coordinate_state_plane': '184786',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.67372905942631',\n",
-       "  'longitude': '-73.81887227715941',\n",
-       "  'location': {'latitude': '40.67372905942631',\n",
-       "   'longitude': '-73.81887227715941',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971937',\n",
-       "  'created_date': '2022-04-21T18:26:44.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Construction Lead Dust',\n",
-       "  'descriptor': 'Coming into Apartment',\n",
-       "  'location_type': '3+ Family Apartment Building',\n",
-       "  'incident_zip': '11249',\n",
-       "  'incident_address': '90 BERRY STREET',\n",
-       "  'street_name': 'BERRY STREET',\n",
-       "  'cross_street_1': 'NORTH    9 STREET',\n",
-       "  'cross_street_2': 'NORTH    8 STREET',\n",
-       "  'intersection_street_1': 'NORTH    9 STREET',\n",
-       "  'intersection_street_2': 'NORTH    8 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BERRY STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3023100027',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995849',\n",
-       "  'y_coordinate_state_plane': '201391',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.719440894954815',\n",
-       "  'longitude': '-73.95815655959656',\n",
-       "  'location': {'latitude': '40.719440894954815',\n",
-       "   'longitude': '-73.95815655959656',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971258',\n",
-       "  'created_date': '2022-04-21T18:26:54.000',\n",
-       "  'closed_date': '2022-04-21T19:30:57.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Violation of Park Rules',\n",
-       "  'descriptor': 'Biking/Rollerblading off Path',\n",
-       "  'location_type': 'Park',\n",
-       "  'incident_zip': '11421',\n",
-       "  'incident_address': '84-56 WOODHAVEN BOULEVARD',\n",
-       "  'street_name': 'WOODHAVEN BOULEVARD',\n",
-       "  'cross_street_1': 'PARK LANE SOUTH',\n",
-       "  'cross_street_2': '85 AVENUE',\n",
-       "  'intersection_street_1': 'PARK LANE SOUTH',\n",
-       "  'intersection_street_2': '85 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'WOODHAVEN',\n",
-       "  'landmark': 'WOODHAVEN BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Upon inspection the reported condition was not found, and, therefore, no action was taken.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:31:05.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1025062',\n",
-       "  'y_coordinate_state_plane': '193164',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69677322353246',\n",
-       "  'longitude': '-73.85282053487175',\n",
-       "  'location': {'latitude': '40.69677322353246',\n",
-       "   'longitude': '-73.85282053487175',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970342',\n",
-       "  'created_date': '2022-04-21T18:27:11.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'DOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10303',\n",
-       "  'incident_address': '131 SPARTAN AVENUE',\n",
-       "  'street_name': 'SPARTAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5016700068',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '938240',\n",
-       "  'y_coordinate_state_plane': '167352',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.625899612828725',\n",
-       "  'longitude': '-74.16574872911812',\n",
-       "  'location': {'latitude': '40.625899612828725',\n",
-       "   'longitude': '-74.16574872911812',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974488',\n",
-       "  'created_date': '2022-04-21T18:27:16.000',\n",
-       "  'closed_date': '2022-04-21T18:35:32.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11204',\n",
-       "  'incident_address': '1755 74 STREET',\n",
-       "  'street_name': '74 STREET',\n",
-       "  'cross_street_1': '17 AVENUE',\n",
-       "  'cross_street_2': '18 AVENUE',\n",
-       "  'intersection_street_1': '17 AVENUE',\n",
-       "  'intersection_street_2': '18 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '74 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:35:35.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3062040063',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '985231',\n",
-       "  'y_coordinate_state_plane': '163217',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61466932365364',\n",
-       "  'longitude': '-73.99646659310137',\n",
-       "  'location': {'latitude': '40.61466932365364',\n",
-       "   'longitude': '-73.99646659310137',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972600',\n",
-       "  'created_date': '2022-04-21T18:27:19.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'DOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10009',\n",
-       "  'incident_address': '432 EAST   13 STREET',\n",
-       "  'street_name': 'EAST   13 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '03 MANHATTAN',\n",
-       "  'bbl': '1004400024',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989173',\n",
-       "  'y_coordinate_state_plane': '205343',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.730294409657716',\n",
-       "  'longitude': '-73.98223736510921',\n",
-       "  'location': {'latitude': '40.730294409657716',\n",
-       "   'longitude': '-73.98223736510921',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975461',\n",
-       "  'created_date': '2022-04-21T18:27:26.000',\n",
-       "  'closed_date': '2022-04-21T18:33:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Traffic',\n",
-       "  'descriptor': 'Drag Racing',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': 'ASHLAND PLACE',\n",
-       "  'street_name': 'ASHLAND PLACE',\n",
-       "  'cross_street_1': 'ASHLAND PLACE',\n",
-       "  'cross_street_2': 'LAFAYETTE AVENUE',\n",
-       "  'intersection_street_1': 'ASHLAND PLACE',\n",
-       "  'intersection_street_2': 'LAFAYETTE AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:33:59.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990296',\n",
-       "  'y_coordinate_state_plane': '189504',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68681941005663',\n",
-       "  'longitude': '-73.97819970095414',\n",
-       "  'location': {'latitude': '40.68681941005663',\n",
-       "   'longitude': '-73.97819970095414',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968278',\n",
-       "  'created_date': '2022-04-21T18:27:31.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'WATER SUPPLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '137-27 HOLLY AVENUE',\n",
-       "  'street_name': 'HOLLY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4051470059',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1033878',\n",
-       "  'y_coordinate_state_plane': '212546',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74992695979092',\n",
-       "  'longitude': '-73.82088473631629',\n",
-       "  'location': {'latitude': '40.74992695979092',\n",
-       "   'longitude': '-73.82088473631629',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970298',\n",
-       "  'created_date': '2022-04-21T18:27:31.000',\n",
-       "  'closed_date': '2022-04-21T18:31:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1544 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'ALICE COURT',\n",
-       "  'cross_street_2': 'AGATE COURT',\n",
-       "  'intersection_street_1': 'ALICE COURT',\n",
-       "  'intersection_street_2': 'AGATE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:32:01.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040019',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000800',\n",
-       "  'y_coordinate_state_plane': '186276',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.677945878727634',\n",
-       "  'longitude': '-73.94033295282061',\n",
-       "  'location': {'latitude': '40.677945878727634',\n",
-       "   'longitude': '-73.94033295282061',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969392',\n",
-       "  'created_date': '2022-04-21T18:27:38.000',\n",
-       "  'closed_date': '2022-04-26T08:00:03.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'PESTS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10029',\n",
-       "  'incident_address': '340 EAST  112 STREET',\n",
-       "  'street_name': 'EAST  112 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-26T00:00:00.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1016830033',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001672',\n",
-       "  'y_coordinate_state_plane': '228337',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.7933912222329',\n",
-       "  'longitude': '-73.93708024618695',\n",
-       "  'location': {'latitude': '40.7933912222329',\n",
-       "   'longitude': '-73.93708024618695',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976105',\n",
-       "  'created_date': '2022-04-21T18:27:46.000',\n",
-       "  'closed_date': '2022-04-21T22:48:02.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Parking Permit Improper Use',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10022',\n",
-       "  'incident_address': '301 EAST   52 STREET',\n",
-       "  'street_name': 'EAST   52 STREET',\n",
-       "  'cross_street_1': '2 AVENUE',\n",
-       "  'cross_street_2': '1 AVENUE',\n",
-       "  'intersection_street_1': '2 AVENUE',\n",
-       "  'intersection_street_2': '1 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST   52 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:48:06.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'bbl': '1013450005',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '993334',\n",
-       "  'y_coordinate_state_plane': '214701',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75597648694543',\n",
-       "  'longitude': '-73.96721145868388',\n",
-       "  'location': {'latitude': '40.75597648694543',\n",
-       "   'longitude': '-73.96721145868388',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974683',\n",
-       "  'created_date': '2022-04-21T18:28:35.000',\n",
-       "  'closed_date': '2022-04-21T20:45:58.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10463',\n",
-       "  'incident_address': '9 JACOBUS PLACE',\n",
-       "  'street_name': 'JACOBUS PLACE',\n",
-       "  'cross_street_1': 'WEST  225 STREET',\n",
-       "  'cross_street_2': 'FT CHARLES PLACE',\n",
-       "  'intersection_street_1': 'WEST  225 STREET',\n",
-       "  'intersection_street_2': 'FT CHARLES PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'JACOBUS PLACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:46:02.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '1022150339',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1008614',\n",
-       "  'y_coordinate_state_plane': '258200',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.87534008021243',\n",
-       "  'longitude': '-73.9119006789391',\n",
-       "  'location': {'latitude': '40.87534008021243',\n",
-       "   'longitude': '-73.9119006789391',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971831',\n",
-       "  'created_date': '2022-04-21T18:28:49.000',\n",
-       "  'closed_date': '2022-04-21T19:44:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Animal-Abuse',\n",
-       "  'descriptor': 'Tortured',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11233',\n",
-       "  'incident_address': '607 HALSEY STREET',\n",
-       "  'street_name': 'HALSEY STREET',\n",
-       "  'cross_street_1': 'MALCOLM X BOULEVARD',\n",
-       "  'cross_street_2': 'PATCHEN AVENUE',\n",
-       "  'intersection_street_1': 'MALCOLM X BOULEVARD',\n",
-       "  'intersection_street_2': 'PATCHEN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'HALSEY STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:44:18.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3016620070',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1004208',\n",
-       "  'y_coordinate_state_plane': '188601',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.684320445735956',\n",
-       "  'longitude': '-73.92803934704041',\n",
-       "  'location': {'latitude': '40.684320445735956',\n",
-       "   'longitude': '-73.92803934704041',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968376',\n",
-       "  'created_date': '2022-04-21T18:29:00.000',\n",
-       "  'closed_date': '2022-04-21T18:45:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'No Water (WNW)',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '5611 TILDEN AVENUE',\n",
-       "  'street_name': 'TILDEN AVENUE',\n",
-       "  'cross_street_1': 'KINGS HWY',\n",
-       "  'cross_street_2': 'E 57 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection resolved this complaint by speaking to the complainant on the phone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:45:00.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3047280039',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1005375',\n",
-       "  'y_coordinate_state_plane': '175577',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64856976707461',\n",
-       "  'longitude': '-73.9238724194434',\n",
-       "  'location': {'latitude': '40.64856976707461',\n",
-       "   'longitude': '-73.9238724194434',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968815',\n",
-       "  'created_date': '2022-04-21T18:29:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise: Construction Equipment (NC1)',\n",
-       "  'incident_zip': '10025',\n",
-       "  'incident_address': '111 WEST   94 STREET',\n",
-       "  'street_name': 'WEST   94 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1012250023',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '992808',\n",
-       "  'y_coordinate_state_plane': '227765',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.79183426647338',\n",
-       "  'longitude': '-73.96909340918704',\n",
-       "  'location': {'latitude': '40.79183426647338',\n",
-       "   'longitude': '-73.96909340918704',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972352',\n",
-       "  'created_date': '2022-04-21T18:29:21.000',\n",
-       "  'closed_date': '2022-04-21T20:06:18.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11370',\n",
-       "  'incident_address': '32-18 81 STREET',\n",
-       "  'street_name': '81 STREET',\n",
-       "  'cross_street_1': '32 AVENUE',\n",
-       "  'cross_street_2': 'NORTHERN BOULEVARD',\n",
-       "  'intersection_street_1': '32 AVENUE',\n",
-       "  'intersection_street_2': 'NORTHERN BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'EAST ELMHURST',\n",
-       "  'landmark': '81 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:06:21.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'bbl': '4011760014',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1015670',\n",
-       "  'y_coordinate_state_plane': '215090',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.756993031989225',\n",
-       "  'longitude': '-73.88658829214639',\n",
-       "  'location': {'latitude': '40.756993031989225',\n",
-       "   'longitude': '-73.88658829214639',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970631',\n",
-       "  'created_date': '2022-04-21T18:29:58.000',\n",
-       "  'closed_date': '2022-04-22T01:21:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '1880 ANDREWS AVENUE',\n",
-       "  'street_name': 'ANDREWS AVENUE',\n",
-       "  'cross_street_1': 'WEST TREMONT AVENUE',\n",
-       "  'cross_street_2': 'WEST BURNSIDE AVENUE',\n",
-       "  'intersection_street_1': 'WEST TREMONT AVENUE',\n",
-       "  'intersection_street_2': 'WEST BURNSIDE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'ANDREWS AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:21:45.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028790024',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1007986',\n",
-       "  'y_coordinate_state_plane': '250102',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85311524389481',\n",
-       "  'longitude': '-73.91420018341104',\n",
-       "  'location': {'latitude': '40.85311524389481',\n",
-       "   'longitude': '-73.91420018341104',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971072',\n",
-       "  'created_date': '2022-04-21T18:30:01.000',\n",
-       "  'closed_date': '2022-04-21T20:04:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10463',\n",
-       "  'incident_address': '9 JACOBUS PLACE',\n",
-       "  'street_name': 'JACOBUS PLACE',\n",
-       "  'cross_street_1': 'WEST  225 STREET',\n",
-       "  'cross_street_2': 'FT CHARLES PLACE',\n",
-       "  'intersection_street_1': 'WEST  225 STREET',\n",
-       "  'intersection_street_2': 'FT CHARLES PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'JACOBUS PLACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department reviewed your complaint and provided additional information below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:04:46.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '1022150339',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1008614',\n",
-       "  'y_coordinate_state_plane': '258200',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.87534008021243',\n",
-       "  'longitude': '-73.9119006789391',\n",
-       "  'location': {'latitude': '40.87534008021243',\n",
-       "   'longitude': '-73.9119006789391',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968189',\n",
-       "  'created_date': '2022-04-21T18:30:36.000',\n",
-       "  'closed_date': '2022-04-22T19:22:44.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11212',\n",
-       "  'incident_address': '637 OSBORN STREET',\n",
-       "  'street_name': 'OSBORN STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to your apartment or others in the building to inspect for a lack of heat or hot water. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '16 BROOKLYN',\n",
-       "  'bbl': '3036380025',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1010526',\n",
-       "  'y_coordinate_state_plane': '178284',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65598610294094',\n",
-       "  'longitude': '-73.90529936948812',\n",
-       "  'location': {'latitude': '40.65598610294094',\n",
-       "   'longitude': '-73.90529936948812',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968175',\n",
-       "  'created_date': '2022-04-21T18:30:38.000',\n",
-       "  'closed_date': '2022-04-22T15:06:49.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'GENERAL',\n",
-       "  'descriptor': 'COOKING GAS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10456',\n",
-       "  'incident_address': '953 GRANT AVENUE',\n",
-       "  'street_name': 'GRANT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted a tenant in the building and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2024460031',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1006878',\n",
-       "  'y_coordinate_state_plane': '240946',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.827987612339186',\n",
-       "  'longitude': '-73.91823622183185',\n",
-       "  'location': {'latitude': '40.827987612339186',\n",
-       "   'longitude': '-73.91823622183185',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968280',\n",
-       "  'created_date': '2022-04-21T18:30:38.000',\n",
-       "  'closed_date': '2022-04-23T00:18:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'WATER SUPPLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '1330 5 AVENUE',\n",
-       "  'street_name': '5 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1015957501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '998493',\n",
-       "  'y_coordinate_state_plane': '229945',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.79781044104941',\n",
-       "  'longitude': '-73.94855782800633',\n",
-       "  'location': {'latitude': '40.79781044104941',\n",
-       "   'longitude': '-73.94855782800633',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970953',\n",
-       "  'created_date': '2022-04-21T18:31:32.000',\n",
-       "  'closed_date': '2022-04-26T10:42:07.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Dead Animal',\n",
-       "  'descriptor': 'Cat',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11207',\n",
-       "  'incident_address': '177 SUNNYSIDE AVENUE',\n",
-       "  'street_name': 'SUNNYSIDE AVENUE',\n",
-       "  'cross_street_1': 'HENDRIX STREET',\n",
-       "  'cross_street_2': 'BARBEY STREET',\n",
-       "  'intersection_street_1': 'HENDRIX STREET',\n",
-       "  'intersection_street_2': 'BARBEY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SUNNYSIDE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation removed the items.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:12:19.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3038860076',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1014498',\n",
-       "  'y_coordinate_state_plane': '187834',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.682186023830006',\n",
-       "  'longitude': '-73.8909411524591',\n",
-       "  'location': {'latitude': '40.682186023830006',\n",
-       "   'longitude': '-73.8909411524591',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972370',\n",
-       "  'created_date': '2022-04-21T18:31:45.000',\n",
-       "  'closed_date': '2022-04-21T19:43:52.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '36-01 20 AVENUE',\n",
-       "  'street_name': '20 AVENUE',\n",
-       "  'cross_street_1': '36 STREET',\n",
-       "  'cross_street_2': '37 STREET',\n",
-       "  'intersection_street_1': '36 STREET',\n",
-       "  'intersection_street_2': '37 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': '20 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:43:56.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4008260061',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1010926',\n",
-       "  'y_coordinate_state_plane': '222697',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.77788784724211',\n",
-       "  'longitude': '-73.90368173760397',\n",
-       "  'location': {'latitude': '40.77788784724211',\n",
-       "   'longitude': '-73.90368173760397',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974460',\n",
-       "  'created_date': '2022-04-21T18:31:55.000',\n",
-       "  'closed_date': '2022-04-21T18:54:45.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Horn',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '78-15 PARSONS BOULEVARD',\n",
-       "  'street_name': 'PARSONS BOULEVARD',\n",
-       "  'cross_street_1': '78 AVENUE',\n",
-       "  'cross_street_2': '78 ROAD',\n",
-       "  'intersection_street_1': '78 AVENUE',\n",
-       "  'intersection_street_2': '78 ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': 'PARSONS BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:54:50.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4068290001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037000',\n",
-       "  'y_coordinate_state_plane': '202363',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72195913199264',\n",
-       "  'longitude': '-73.80969682426189',\n",
-       "  'location': {'latitude': '40.72195913199264',\n",
-       "   'longitude': '-73.80969682426189',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975427',\n",
-       "  'created_date': '2022-04-21T18:32:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Sewer',\n",
-       "  'descriptor': 'Street Flooding (SJ)',\n",
-       "  'incident_zip': '10306',\n",
-       "  'incident_address': '327 MILL ROAD',\n",
-       "  'street_name': 'MILL ROAD',\n",
-       "  'cross_street_1': 'TYSENS LN',\n",
-       "  'cross_street_2': 'EVA AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'status': 'Open',\n",
-       "  'community_board': '03 STATEN ISLAND',\n",
-       "  'bbl': '5040070117',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '952973',\n",
-       "  'y_coordinate_state_plane': '143686',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.561005520696646',\n",
-       "  'longitude': '-74.11256434882623',\n",
-       "  'location': {'latitude': '40.561005520696646',\n",
-       "   'longitude': '-74.11256434882623',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973311',\n",
-       "  'created_date': '2022-04-21T18:32:00.000',\n",
-       "  'closed_date': '2022-04-22T01:15:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Running (WC3)',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': '348 DYCKMAN STREET',\n",
-       "  'street_name': 'DYCKMAN STREET',\n",
-       "  'cross_street_1': 'AMTRAK-NORTHEAST LINE',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection investigated this complaint and shut the running hydrant.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:15:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021780530',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1003165',\n",
-       "  'y_coordinate_state_plane': '255925',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.869109264372966',\n",
-       "  'longitude': '-73.93161047434211',\n",
-       "  'location': {'latitude': '40.869109264372966',\n",
-       "   'longitude': '-73.93161047434211',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975569',\n",
-       "  'created_date': '2022-04-21T18:32:02.000',\n",
-       "  'closed_date': '2022-04-21T18:54:59.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Horn',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '78-15 PARSONS BOULEVARD',\n",
-       "  'street_name': 'PARSONS BOULEVARD',\n",
-       "  'cross_street_1': '78 AVENUE',\n",
-       "  'cross_street_2': '78 ROAD',\n",
-       "  'intersection_street_1': '78 AVENUE',\n",
-       "  'intersection_street_2': '78 ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': 'PARSONS BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:55:02.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4068290001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037000',\n",
-       "  'y_coordinate_state_plane': '202363',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72195913199264',\n",
-       "  'longitude': '-73.80969682426189',\n",
-       "  'location': {'latitude': '40.72195913199264',\n",
-       "   'longitude': '-73.80969682426189',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972270',\n",
-       "  'created_date': '2022-04-21T18:32:08.000',\n",
-       "  'closed_date': '2022-04-21T18:48:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Traffic',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10021',\n",
-       "  'incident_address': '235 EAST   73 STREET',\n",
-       "  'street_name': 'EAST   73 STREET',\n",
-       "  'cross_street_1': '3 AVENUE',\n",
-       "  'cross_street_2': '2 AVENUE',\n",
-       "  'intersection_street_1': '3 AVENUE',\n",
-       "  'intersection_street_2': '2 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST   73 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:48:30.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1014280017',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '995545',\n",
-       "  'y_coordinate_state_plane': '219836',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.77006819003058',\n",
-       "  'longitude': '-73.95922226520139',\n",
-       "  'location': {'latitude': '40.77006819003058',\n",
-       "   'longitude': '-73.95922226520139',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968754',\n",
-       "  'created_date': '2022-04-21T18:32:35.000',\n",
-       "  'closed_date': '2022-04-22T12:44:11.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Illegal Dumping',\n",
-       "  'descriptor': 'Chronic Dumping',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '4005 HILL AVENUE',\n",
-       "  'street_name': 'HILL AVENUE',\n",
-       "  'cross_street_1': 'STRANG AVENUE',\n",
-       "  'cross_street_2': 'EDENWALD AVENUE',\n",
-       "  'intersection_street_1': 'STRANG AVENUE',\n",
-       "  'intersection_street_2': 'EDENWALD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'HILL AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and issued a Notice of Violation.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T12:44:15.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2049850085',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1028682',\n",
-       "  'y_coordinate_state_plane': '264088',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.891422564090824',\n",
-       "  'longitude': '-73.83929660124994',\n",
-       "  'location': {'latitude': '40.891422564090824',\n",
-       "   'longitude': '-73.83929660124994',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970558',\n",
-       "  'created_date': '2022-04-21T18:33:13.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'intersection_street_1': '122 STREET',\n",
-       "  'intersection_street_2': 'LIBERTY AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Transportation referred this complaint to the appropriate Maintenance Unit for repair.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:33:13.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS'},\n",
-       " {'unique_key': '53974521',\n",
-       "  'created_date': '2022-04-21T18:33:36.000',\n",
-       "  'closed_date': '2022-04-21T19:05:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11433',\n",
-       "  'incident_address': '106-31 156 STREET',\n",
-       "  'street_name': '156 STREET',\n",
-       "  'cross_street_1': '761 TANK BATTALION AVENUE',\n",
-       "  'cross_street_2': '107 AVENUE',\n",
-       "  'intersection_street_1': '761 TANK BATTALION AVENUE',\n",
-       "  'intersection_street_2': '107 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': '156 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:05:20.000',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4101240043',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1040222',\n",
-       "  'y_coordinate_state_plane': '193254',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.696937353417546',\n",
-       "  'longitude': '-73.79814876221084',\n",
-       "  'location': {'latitude': '40.696937353417546',\n",
-       "   'longitude': '-73.79814876221084',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974810',\n",
-       "  'created_date': '2022-04-21T18:33:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11368',\n",
-       "  'incident_address': '108-20 48 AVENUE',\n",
-       "  'street_name': '48 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CORONA',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4020040006',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1024203',\n",
-       "  'y_coordinate_state_plane': '211120',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.746061960398116',\n",
-       "  'longitude': '-73.85581173507485',\n",
-       "  'location': {'latitude': '40.746061960398116',\n",
-       "   'longitude': '-73.85581173507485',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975969',\n",
-       "  'created_date': '2022-04-21T18:33:40.000',\n",
-       "  'closed_date': '2022-04-22T16:41:12.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11219',\n",
-       "  'incident_address': '1361 65 STREET',\n",
-       "  'street_name': '65 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3057470055',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984183',\n",
-       "  'y_coordinate_state_plane': '167061',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62522035755737',\n",
-       "  'longitude': '-74.00024136155629',\n",
-       "  'location': {'latitude': '40.62522035755737',\n",
-       "   'longitude': '-74.00024136155629',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970451',\n",
-       "  'created_date': '2022-04-21T18:33:42.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'OUTSIDE BUILDING',\n",
-       "  'descriptor': 'GUTTER/LEADER',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': '376 GREENE AVENUE',\n",
-       "  'street_name': 'GREENE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3019680022',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996628',\n",
-       "  'y_coordinate_state_plane': '189902',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68790523836382',\n",
-       "  'longitude': '-73.9553674322408',\n",
-       "  'location': {'latitude': '40.68790523836382',\n",
-       "   'longitude': '-73.9553674322408',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970553',\n",
-       "  'created_date': '2022-04-21T18:33:53.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'SEWAGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '2190 BOLTON STREET',\n",
-       "  'street_name': 'BOLTON STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2043170100',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1020589',\n",
-       "  'y_coordinate_state_plane': '251191',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85606134425165',\n",
-       "  'longitude': '-73.86863758370095',\n",
-       "  'location': {'latitude': '40.85606134425165',\n",
-       "   'longitude': '-73.86863758370095',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968196',\n",
-       "  'created_date': '2022-04-21T18:34:03.000',\n",
-       "  'closed_date': '2022-04-23T13:41:51.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10457',\n",
-       "  'incident_address': '2176 TIEBOUT AVENUE',\n",
-       "  'street_name': 'TIEBOUT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to your apartment or others in the building to inspect for a lack of heat or hot water. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2031430130',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012350',\n",
-       "  'y_coordinate_state_plane': '250589',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85443910241399',\n",
-       "  'longitude': '-73.8984233658015',\n",
-       "  'location': {'latitude': '40.85443910241399',\n",
-       "   'longitude': '-73.8984233658015',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972249',\n",
-       "  'created_date': '2022-04-21T18:34:22.000',\n",
-       "  'closed_date': '2022-04-21T19:44:43.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11101',\n",
-       "  'incident_address': '36-48 38 STREET',\n",
-       "  'street_name': '38 STREET',\n",
-       "  'cross_street_1': '36 AVENUE',\n",
-       "  'cross_street_2': 'NORTHERN BOULEVARD',\n",
-       "  'intersection_street_1': '36 AVENUE',\n",
-       "  'intersection_street_2': 'NORTHERN BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'LONG ISLAND CITY',\n",
-       "  'landmark': '38 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:44:47.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4006370052',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1005060',\n",
-       "  'y_coordinate_state_plane': '213648',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75306644798668',\n",
-       "  'longitude': '-73.92488993781366',\n",
-       "  'location': {'latitude': '40.75306644798668',\n",
-       "   'longitude': '-73.92488993781366',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975474',\n",
-       "  'created_date': '2022-04-21T18:34:22.000',\n",
-       "  'closed_date': '2022-04-21T21:51:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11373',\n",
-       "  'incident_address': '54-41 83 STREET',\n",
-       "  'street_name': '83 STREET',\n",
-       "  'cross_street_1': '54 AVENUE',\n",
-       "  'cross_street_2': '57 AVENUE',\n",
-       "  'intersection_street_1': '54 AVENUE',\n",
-       "  'intersection_street_2': '57 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ELMHURST',\n",
-       "  'landmark': '83 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:51:35.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4029050081',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1016952',\n",
-       "  'y_coordinate_state_plane': '205744',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.731335973649145',\n",
-       "  'longitude': '-73.8820063097102',\n",
-       "  'location': {'latitude': '40.731335973649145',\n",
-       "   'longitude': '-73.8820063097102',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975535',\n",
-       "  'created_date': '2022-04-21T18:35:00.000',\n",
-       "  'closed_date': '2022-04-21T19:36:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Traffic',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11225',\n",
-       "  'incident_address': '1254 UNION STREET',\n",
-       "  'street_name': 'UNION STREET',\n",
-       "  'cross_street_1': 'NOSTRAND AVENUE',\n",
-       "  'cross_street_2': 'NEW YORK AVENUE',\n",
-       "  'intersection_street_1': 'NOSTRAND AVENUE',\n",
-       "  'intersection_street_2': 'NEW YORK AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'UNION STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:36:18.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3012760023',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '998310',\n",
-       "  'y_coordinate_state_plane': '182969',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66887321314201',\n",
-       "  'longitude': '-73.94931694547995',\n",
-       "  'location': {'latitude': '40.66887321314201',\n",
-       "   'longitude': '-73.94931694547995',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976402',\n",
-       "  'created_date': '2022-04-21T18:35:05.000',\n",
-       "  'closed_date': '2022-04-22T11:33:15.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Homeless Person Assistance',\n",
-       "  'location_type': 'Subway',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The mobile outreach response team went to the location provided but could not find the individual that you reported.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T11:33:15.000',\n",
-       "  'community_board': 'Unspecified MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986081',\n",
-       "  'y_coordinate_state_plane': '213355',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'bridge_highway_name': 'A',\n",
-       "  'bridge_highway_direction': 'A Express platform',\n",
-       "  'bridge_highway_segment': 'Platform',\n",
-       "  'latitude': '40.75228653558433',\n",
-       "  'longitude': '-73.99339140331507',\n",
-       "  'location': {'latitude': '40.75228653558433',\n",
-       "   'longitude': '-73.99339140331507',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969856',\n",
-       "  'created_date': '2022-04-21T18:35:23.000',\n",
-       "  'closed_date': '2022-04-22T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Real Time Enforcement',\n",
-       "  'descriptor': 'Work Without A Permit - Occupied Multiple Dwelling',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '2333 ELLIS AVENUE',\n",
-       "  'street_name': 'ELLIS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Buildings investigated this complaint and determined that no further action was necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2038310074',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1026592',\n",
-       "  'y_coordinate_state_plane': '242881',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83322611753026',\n",
-       "  'longitude': '-73.84698975880914',\n",
-       "  'location': {'latitude': '40.83322611753026',\n",
-       "   'longitude': '-73.84698975880914',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975510',\n",
-       "  'created_date': '2022-04-21T18:35:25.000',\n",
-       "  'closed_date': '2022-04-21T19:44:10.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11103',\n",
-       "  'incident_address': '44-08 28 AVENUE',\n",
-       "  'street_name': '28 AVENUE',\n",
-       "  'cross_street_1': '44 STREET',\n",
-       "  'cross_street_2': '45 STREET',\n",
-       "  'intersection_street_1': '44 STREET',\n",
-       "  'intersection_street_2': '45 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': '28 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:44:13.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4007000019',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1009085',\n",
-       "  'y_coordinate_state_plane': '217597',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76389504874616',\n",
-       "  'longitude': '-73.91034782469364',\n",
-       "  'location': {'latitude': '40.76389504874616',\n",
-       "   'longitude': '-73.91034782469364',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974185',\n",
-       "  'created_date': '2022-04-21T18:35:44.000',\n",
-       "  'closed_date': '2022-04-22T09:34:41.000',\n",
-       "  'agency': 'DCA',\n",
-       "  'agency_name': 'Department of Consumer Affairs',\n",
-       "  'complaint_type': 'Consumer Complaint',\n",
-       "  'descriptor': 'Vendor',\n",
-       "  'location_type': 'Business',\n",
-       "  'incident_zip': '11354',\n",
-       "  'incident_address': '38-19 MAIN STREET',\n",
-       "  'street_name': 'MAIN STREET',\n",
-       "  'cross_street_1': '38 AVENUE',\n",
-       "  'cross_street_2': '39 AVENUE',\n",
-       "  'intersection_street_1': '38 AVENUE',\n",
-       "  'intersection_street_2': '39 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': 'MAIN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Consumer Affairs (DCA) received your report. DCA will investigate your request and work with other relevant City agencies to resolve it. If necessary, the City will take enforcement action.   To check the status of your complaint, call 311 with your Service Request Number.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:34:44.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4049787501',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1031162',\n",
-       "  'y_coordinate_state_plane': '216448',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76065176305138',\n",
-       "  'longitude': '-73.83065995808204',\n",
-       "  'location': {'latitude': '40.76065176305138',\n",
-       "   'longitude': '-73.83065995808204',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970231',\n",
-       "  'created_date': '2022-04-21T18:35:49.000',\n",
-       "  'closed_date': '2022-04-21T20:21:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11210',\n",
-       "  'incident_address': '3111 AURELIA COURT',\n",
-       "  'street_name': 'AURELIA COURT',\n",
-       "  'cross_street_1': 'EAST   31 STREET',\n",
-       "  'cross_street_2': 'EAST   32 STREET',\n",
-       "  'intersection_street_1': 'EAST   31 STREET',\n",
-       "  'intersection_street_2': 'EAST   32 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'AURELIA COURT',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:21:32.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3075770025',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '999282',\n",
-       "  'y_coordinate_state_plane': '168813',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.630016475236744',\n",
-       "  'longitude': '-73.94584465849762',\n",
-       "  'location': {'latitude': '40.630016475236744',\n",
-       "   'longitude': '-73.94584465849762',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974983',\n",
-       "  'created_date': '2022-04-21T18:35:49.000',\n",
-       "  'closed_date': '2022-04-21T18:51:28.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11209',\n",
-       "  'incident_address': '358 94 STREET',\n",
-       "  'street_name': '94 STREET',\n",
-       "  'cross_street_1': 'LAFAYETTE WALK',\n",
-       "  'cross_street_2': '4 AVENUE',\n",
-       "  'intersection_street_1': 'LAFAYETTE WALK',\n",
-       "  'intersection_street_2': '4 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '94 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:51:30.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3061140026',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '975468',\n",
-       "  'y_coordinate_state_plane': '164098',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61708318831924',\n",
-       "  'longitude': '-74.03163252005362',\n",
-       "  'location': {'latitude': '40.61708318831924',\n",
-       "   'longitude': '-74.03163252005362',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972200',\n",
-       "  'created_date': '2022-04-21T18:35:52.000',\n",
-       "  'closed_date': '2022-04-21T18:59:32.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11230',\n",
-       "  'incident_address': '766 EAST    9 STREET',\n",
-       "  'street_name': 'EAST    9 STREET',\n",
-       "  'cross_street_1': 'FOSTER AVENUE',\n",
-       "  'cross_street_2': 'AVENUE H',\n",
-       "  'intersection_street_1': 'FOSTER AVENUE',\n",
-       "  'intersection_street_2': 'AVENUE H',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST    9 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:59:36.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3064960029',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '993086',\n",
-       "  'y_coordinate_state_plane': '168861',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.630156572290595',\n",
-       "  'longitude': '-73.96816673881918',\n",
-       "  'location': {'latitude': '40.630156572290595',\n",
-       "   'longitude': '-73.96816673881918',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972202',\n",
-       "  'created_date': '2022-04-21T18:36:01.000',\n",
-       "  'closed_date': '2022-04-21T18:49:40.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11214',\n",
-       "  'incident_address': '184 BAY   26 STREET',\n",
-       "  'street_name': 'BAY   26 STREET',\n",
-       "  'cross_street_1': 'BATH AVENUE',\n",
-       "  'cross_street_2': 'CROPSEY AVENUE',\n",
-       "  'intersection_street_1': 'BATH AVENUE',\n",
-       "  'intersection_street_2': 'CROPSEY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BAY   26 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:49:44.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3064430042',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984053',\n",
-       "  'y_coordinate_state_plane': '157861',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.59996825172298',\n",
-       "  'longitude': '-74.00070940662158',\n",
-       "  'location': {'latitude': '40.59996825172298',\n",
-       "   'longitude': '-74.00070940662158',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969762',\n",
-       "  'created_date': '2022-04-21T18:36:46.000',\n",
-       "  'closed_date': '2022-04-21T20:20:48.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Homeless Person Assistance',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10001',\n",
-       "  'incident_address': '3 WEST   31 STREET',\n",
-       "  'street_name': 'WEST   31 STREET',\n",
-       "  'cross_street_1': '5 AVENUE',\n",
-       "  'cross_street_2': 'BROADWAY',\n",
-       "  'intersection_street_1': '5 AVENUE',\n",
-       "  'intersection_street_2': 'BROADWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   31 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The individual was found and outreach assistance was offered.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:20:48.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1008330038',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '988027',\n",
-       "  'y_coordinate_state_plane': '211328',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.74672231461396',\n",
-       "  'longitude': '-73.98636887765505',\n",
-       "  'location': {'latitude': '40.74672231461396',\n",
-       "   'longitude': '-73.98636887765505',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971422',\n",
-       "  'created_date': '2022-04-21T18:36:46.000',\n",
-       "  'closed_date': '2022-04-21T18:43:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1207 BEACH AVENUE',\n",
-       "  'street_name': 'BEACH AVENUE',\n",
-       "  'cross_street_1': 'GLEASON AVENUE',\n",
-       "  'cross_street_2': 'PELHAM LINE',\n",
-       "  'intersection_street_1': 'GLEASON AVENUE',\n",
-       "  'intersection_street_2': 'PELHAM LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BEACH AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:43:45.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037630001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021327',\n",
-       "  'y_coordinate_state_plane': '241829',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83036235589997',\n",
-       "  'longitude': '-73.86602154214397',\n",
-       "  'location': {'latitude': '40.83036235589997',\n",
-       "   'longitude': '-73.86602154214397',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972653',\n",
-       "  'created_date': '2022-04-21T18:37:02.000',\n",
-       "  'closed_date': '2022-04-21T20:13:59.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '278 WEST  118 STREET',\n",
-       "  'street_name': 'WEST  118 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"The Department of Housing Preservation and Development conducted or attempted to conduct an inspection.  More information about inspection results can be found through HPD's website at www.nyc.gov/hpd by using HPDONLINE (enter your address on the home page) and entering your SR number under the complaint status option.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1019230060',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997070',\n",
-       "  'y_coordinate_state_plane': '232714',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80541276604917',\n",
-       "  'longitude': '-73.95369206196123',\n",
-       "  'location': {'latitude': '40.80541276604917',\n",
-       "   'longitude': '-73.95369206196123',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971403',\n",
-       "  'created_date': '2022-04-21T18:37:04.000',\n",
-       "  'closed_date': '2022-04-21T18:39:11.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1544 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'ALICE COURT',\n",
-       "  'cross_street_2': 'AGATE COURT',\n",
-       "  'intersection_street_1': 'ALICE COURT',\n",
-       "  'intersection_street_2': 'AGATE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:39:14.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040019',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000800',\n",
-       "  'y_coordinate_state_plane': '186276',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.677945878727634',\n",
-       "  'longitude': '-73.94033295282061',\n",
-       "  'location': {'latitude': '40.677945878727634',\n",
-       "   'longitude': '-73.94033295282061',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967905',\n",
-       "  'created_date': '2022-04-21T18:37:31.000',\n",
-       "  'closed_date': '2022-04-21T19:26:02.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1237 COMMONWEALTH AVENUE',\n",
-       "  'street_name': 'COMMONWEALTH AVENUE',\n",
-       "  'cross_street_1': 'GLEASON AVENUE',\n",
-       "  'cross_street_2': 'PELHAM LINE',\n",
-       "  'intersection_street_1': 'GLEASON AVENUE',\n",
-       "  'intersection_street_2': 'PELHAM LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'COMMONWEALTH AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:26:05.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037610045',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1020772',\n",
-       "  'y_coordinate_state_plane': '241980',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83077911957569',\n",
-       "  'longitude': '-73.86802622027767',\n",
-       "  'location': {'latitude': '40.83077911957569',\n",
-       "   'longitude': '-73.86802622027767',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971408',\n",
-       "  'created_date': '2022-04-21T18:38:57.000',\n",
-       "  'closed_date': '2022-04-21T18:39:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1556 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'ALICE COURT',\n",
-       "  'cross_street_2': 'AGATE COURT',\n",
-       "  'intersection_street_1': 'ALICE COURT',\n",
-       "  'intersection_street_2': 'AGATE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:39:35.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040023',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000907',\n",
-       "  'y_coordinate_state_plane': '186268',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.677923719846824',\n",
-       "  'longitude': '-73.93994720993159',\n",
-       "  'location': {'latitude': '40.677923719846824',\n",
-       "   'longitude': '-73.93994720993159',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970900',\n",
-       "  'created_date': '2022-04-21T18:39:02.000',\n",
-       "  'closed_date': '2022-04-21T20:05:16.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Panhandling',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Subway',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:05:19.000',\n",
-       "  'community_board': 'Unspecified BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1019725',\n",
-       "  'y_coordinate_state_plane': '185360',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'bridge_highway_name': 'A',\n",
-       "  'bridge_highway_segment': 'Mezzanine',\n",
-       "  'latitude': '40.675376055865726',\n",
-       "  'longitude': '-73.87210830659185',\n",
-       "  'location': {'latitude': '40.675376055865726',\n",
-       "   'longitude': '-73.87210830659185',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970931',\n",
-       "  'created_date': '2022-04-21T18:39:02.000',\n",
-       "  'closed_date': '2022-04-22T13:34:04.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Missed Collection',\n",
-       "  'descriptor': 'Trash',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11385',\n",
-       "  'incident_address': '59-20 67 AVENUE',\n",
-       "  'street_name': '67 AVENUE',\n",
-       "  'cross_street_1': 'FAIRVIEW AVENUE',\n",
-       "  'cross_street_2': '60 STREET',\n",
-       "  'intersection_street_1': 'FAIRVIEW AVENUE',\n",
-       "  'intersection_street_2': '60 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'RIDGEWOOD',\n",
-       "  'landmark': '67 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation collected the requested items.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T06:32:23.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4035030027',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1011584',\n",
-       "  'y_coordinate_state_plane': '195957',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.70449124356331',\n",
-       "  'longitude': '-73.90141457844467',\n",
-       "  'location': {'latitude': '40.70449124356331',\n",
-       "   'longitude': '-73.90141457844467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973931',\n",
-       "  'created_date': '2022-04-21T18:39:22.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Bike Rack Condition',\n",
-       "  'descriptor': 'Bike Rack Repair',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '10016',\n",
-       "  'incident_address': '330 EAST   30 STREET',\n",
-       "  'street_name': 'EAST   30 STREET',\n",
-       "  'cross_street_1': '2 AVENUE',\n",
-       "  'cross_street_2': '1 AVENUE',\n",
-       "  'intersection_street_1': '2 AVENUE',\n",
-       "  'intersection_street_2': '1 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST   30 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'bbl': '1009350044',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '990879',\n",
-       "  'y_coordinate_state_plane': '209454',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.74157697533205',\n",
-       "  'longitude': '-73.97607791039134',\n",
-       "  'location': {'latitude': '40.74157697533205',\n",
-       "   'longitude': '-73.97607791039134',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975482',\n",
-       "  'created_date': '2022-04-21T18:39:29.000',\n",
-       "  'closed_date': '2022-04-21T21:13:13.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10040',\n",
-       "  'incident_address': '10 HILLSIDE AVENUE',\n",
-       "  'street_name': 'HILLSIDE AVENUE',\n",
-       "  'cross_street_1': 'BENNETT AVENUE',\n",
-       "  'cross_street_2': 'BOGARDUS PLACE',\n",
-       "  'intersection_street_1': 'BENNETT AVENUE',\n",
-       "  'intersection_street_2': 'BOGARDUS PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'HILLSIDE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:13:16.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021710001',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1003446',\n",
-       "  'y_coordinate_state_plane': '252222',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.858945046680276',\n",
-       "  'longitude': '-73.93060509100337',\n",
-       "  'location': {'latitude': '40.858945046680276',\n",
-       "   'longitude': '-73.93060509100337',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974975',\n",
-       "  'created_date': '2022-04-21T18:39:56.000',\n",
-       "  'closed_date': '2022-04-21T22:50:01.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '2424 BUCK STREET',\n",
-       "  'street_name': 'BUCK STREET',\n",
-       "  'cross_street_1': 'ZEREGA AVENUE',\n",
-       "  'cross_street_2': 'SEDDON STREET',\n",
-       "  'intersection_street_1': 'ZEREGA AVENUE',\n",
-       "  'intersection_street_2': 'SEDDON STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BUCK STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:50:06.000',\n",
-       "  'community_board': '10 BRONX',\n",
-       "  'bbl': '2039950018',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1025638',\n",
-       "  'y_coordinate_state_plane': '245874',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.841445545134455',\n",
-       "  'longitude': '-73.85041872935149',\n",
-       "  'location': {'latitude': '40.841445545134455',\n",
-       "   'longitude': '-73.85041872935149',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971402',\n",
-       "  'created_date': '2022-04-21T18:40:00.000',\n",
-       "  'closed_date': '2022-04-21T19:21:49.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '2 ALICE COURT',\n",
-       "  'street_name': 'ALICE COURT',\n",
-       "  'cross_street_1': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'intersection_street_1': 'ATLANTIC AVENUE',\n",
-       "  'intersection_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ALICE COURT',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:21:51.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018710084',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000739',\n",
-       "  'y_coordinate_state_plane': '186341',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67812440282353',\n",
-       "  'longitude': '-73.94055271455696',\n",
-       "  'location': {'latitude': '40.67812440282353',\n",
-       "   'longitude': '-73.94055271455696',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968394',\n",
-       "  'created_date': '2022-04-21T18:40:06.000',\n",
-       "  'closed_date': '2022-04-21T22:17:43.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11433',\n",
-       "  'incident_address': 'LINDEN BOULEVARD',\n",
-       "  'street_name': 'LINDEN BOULEVARD',\n",
-       "  'cross_street_1': 'DILLON STREET',\n",
-       "  'cross_street_2': 'LINDEN BOULEVARD',\n",
-       "  'intersection_street_1': 'DILLON STREET',\n",
-       "  'intersection_street_2': 'LINDEN BOULEVARD',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"This complaint does not fall under the Police Department's jurisdiction.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:17:48.000',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1043476',\n",
-       "  'y_coordinate_state_plane': '190290',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.688780703691464',\n",
-       "  'longitude': '-73.78644000087827',\n",
-       "  'location': {'latitude': '40.688780703691464',\n",
-       "   'longitude': '-73.78644000087827',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972688',\n",
-       "  'created_date': '2022-04-21T18:40:09.000',\n",
-       "  'closed_date': '2022-04-25T07:13:27.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11225',\n",
-       "  'incident_address': '15 HAWTHORNE STREET',\n",
-       "  'street_name': 'HAWTHORNE STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3050420107',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995525',\n",
-       "  'y_coordinate_state_plane': '178748',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6572914880975',\n",
-       "  'longitude': '-73.95936328463739',\n",
-       "  'location': {'latitude': '40.6572914880975',\n",
-       "   'longitude': '-73.95936328463739',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973748',\n",
-       "  'created_date': '2022-04-21T18:40:12.000',\n",
-       "  'closed_date': '2022-04-23T12:36:08.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10025',\n",
-       "  'incident_address': '504 WEST  111 STREET',\n",
-       "  'street_name': 'WEST  111 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '09 MANHATTAN',\n",
-       "  'bbl': '1018820038',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '994096',\n",
-       "  'y_coordinate_state_plane': '232221',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80406343151001',\n",
-       "  'longitude': '-73.96443535831492',\n",
-       "  'location': {'latitude': '40.80406343151001',\n",
-       "   'longitude': '-73.96443535831492',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975928',\n",
-       "  'created_date': '2022-04-21T18:40:13.000',\n",
-       "  'closed_date': '2022-04-23T13:41:51.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10457',\n",
-       "  'incident_address': '2176 TIEBOUT AVENUE',\n",
-       "  'street_name': 'TIEBOUT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2031430130',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012350',\n",
-       "  'y_coordinate_state_plane': '250589',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85443910241399',\n",
-       "  'longitude': '-73.8984233658015',\n",
-       "  'location': {'latitude': '40.85443910241399',\n",
-       "   'longitude': '-73.8984233658015',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968296',\n",
-       "  'created_date': '2022-04-21T18:40:14.000',\n",
-       "  'closed_date': '2022-04-23T00:18:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'GARBAGE/RECYCLING STORAGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '1917 ADAM C POWELL BOULEVARD',\n",
-       "  'street_name': 'ADAM C POWELL BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1018250063',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997385',\n",
-       "  'y_coordinate_state_plane': '231895',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80316437386991',\n",
-       "  'longitude': '-73.95255583292985',\n",
-       "  'location': {'latitude': '40.80316437386991',\n",
-       "   'longitude': '-73.95255583292985',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971458',\n",
-       "  'created_date': '2022-04-21T18:40:14.000',\n",
-       "  'closed_date': '2022-04-23T00:18:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'ELECTRIC',\n",
-       "  'descriptor': 'POWER OUTAGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '1917 ADAM C POWELL BOULEVARD',\n",
-       "  'street_name': 'ADAM C POWELL BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1018250063',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997385',\n",
-       "  'y_coordinate_state_plane': '231895',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80316437386991',\n",
-       "  'longitude': '-73.95255583292985',\n",
-       "  'location': {'latitude': '40.80316437386991',\n",
-       "   'longitude': '-73.95255583292985',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971528',\n",
-       "  'created_date': '2022-04-21T18:40:17.000',\n",
-       "  'closed_date': '2022-04-22T16:10:28.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11427',\n",
-       "  'incident_address': '215-01 HILLSIDE AVENUE',\n",
-       "  'street_name': 'HILLSIDE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'QUEENS VILLAGE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4106820047',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1053566',\n",
-       "  'y_coordinate_state_plane': '204196',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72687595916265',\n",
-       "  'longitude': '-73.74991401468239',\n",
-       "  'location': {'latitude': '40.72687595916265',\n",
-       "   'longitude': '-73.74991401468239',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971636',\n",
-       "  'created_date': '2022-04-21T18:40:17.000',\n",
-       "  'closed_date': '2022-04-25T16:25:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'HEAVY FLOW',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11427',\n",
-       "  'incident_address': '215-01 HILLSIDE AVENUE',\n",
-       "  'street_name': 'HILLSIDE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'QUEENS VILLAGE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4106820047',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1053566',\n",
-       "  'y_coordinate_state_plane': '204196',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72687595916265',\n",
-       "  'longitude': '-73.74991401468239',\n",
-       "  'location': {'latitude': '40.72687595916265',\n",
-       "   'longitude': '-73.74991401468239',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974837',\n",
-       "  'created_date': '2022-04-21T18:40:17.000',\n",
-       "  'closed_date': '2022-04-25T16:25:10.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'RADIATOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11427',\n",
-       "  'incident_address': '215-01 HILLSIDE AVENUE',\n",
-       "  'street_name': 'HILLSIDE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'QUEENS VILLAGE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4106820047',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1053566',\n",
-       "  'y_coordinate_state_plane': '204196',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72687595916265',\n",
-       "  'longitude': '-73.74991401468239',\n",
-       "  'location': {'latitude': '40.72687595916265',\n",
-       "   'longitude': '-73.74991401468239',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971949',\n",
-       "  'created_date': '2022-04-21T18:40:24.000',\n",
-       "  'closed_date': '2022-04-22T01:22:37.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Plate Condition - Noisy',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10002',\n",
-       "  'incident_address': '29 DIVISION STREET',\n",
-       "  'street_name': 'DIVISION STREET',\n",
-       "  'cross_street_1': 'BOWERY',\n",
-       "  'cross_street_2': 'MARKET STREET',\n",
-       "  'intersection_street_1': 'BOWERY',\n",
-       "  'intersection_street_2': 'MARKET STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'DIVISION STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation inspected the location for the condition you reported and could not find the problem. It you would like to pursue the complaint, please call 311 or (212) 639-9675 with additional information.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:22:41.000',\n",
-       "  'community_board': '03 MANHATTAN',\n",
-       "  'bbl': '1002810050',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '985596',\n",
-       "  'y_coordinate_state_plane': '199472',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.71418120139365',\n",
-       "  'longitude': '-73.99514468279199',\n",
-       "  'location': {'latitude': '40.71418120139365',\n",
-       "   'longitude': '-73.99514468279199',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973771',\n",
-       "  'created_date': '2022-04-21T18:40:28.000',\n",
-       "  'closed_date': '2022-04-24T08:34:05.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'CEILING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10457',\n",
-       "  'incident_address': '1818 CLAY AVENUE',\n",
-       "  'street_name': 'CLAY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028910061',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1010632',\n",
-       "  'y_coordinate_state_plane': '247878',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84700351564605',\n",
-       "  'longitude': '-73.90464430100316',\n",
-       "  'location': {'latitude': '40.84700351564605',\n",
-       "   'longitude': '-73.90464430100316',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972372',\n",
-       "  'created_date': '2022-04-21T18:40:55.000',\n",
-       "  'closed_date': '2022-04-21T20:40:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11368',\n",
-       "  'incident_address': '35-20 99 STREET',\n",
-       "  'street_name': '99 STREET',\n",
-       "  'cross_street_1': '35 AVENUE',\n",
-       "  'cross_street_2': '37 AVENUE',\n",
-       "  'intersection_street_1': '35 AVENUE',\n",
-       "  'intersection_street_2': '37 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CORONA',\n",
-       "  'landmark': '99 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:40:04.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'bbl': '4017390114',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1020631',\n",
-       "  'y_coordinate_state_plane': '213732',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75324665035219',\n",
-       "  'longitude': '-73.8686887432455',\n",
-       "  'location': {'latitude': '40.75324665035219',\n",
-       "   'longitude': '-73.8686887432455',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973132',\n",
-       "  'created_date': '2022-04-21T18:40:58.000',\n",
-       "  'closed_date': '2022-04-21T23:24:33.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10128',\n",
-       "  'incident_address': '2 AVENUE',\n",
-       "  'street_name': '2 AVENUE',\n",
-       "  'cross_street_1': '2 AVENUE',\n",
-       "  'cross_street_2': 'EAST   94 STREET',\n",
-       "  'intersection_street_1': '2 AVENUE',\n",
-       "  'intersection_street_2': 'EAST   94 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Homeless Services (DHS) visited the location and is coordinating with their agency partners to address the condition. No further information will be available with 311.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T23:24:38.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '998640',\n",
-       "  'y_coordinate_state_plane': '224528',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.78294199717857',\n",
-       "  'longitude': '-73.94803850631448',\n",
-       "  'location': {'latitude': '40.78294199717857',\n",
-       "   'longitude': '-73.94803850631448',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973283',\n",
-       "  'created_date': '2022-04-21T18:41:00.000',\n",
-       "  'closed_date': '2022-04-22T08:59:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise, Barking Dog (NR5)',\n",
-       "  'incident_zip': '10037',\n",
-       "  'incident_address': '27 WEST  131 STREET',\n",
-       "  'street_name': 'WEST  131 STREET',\n",
-       "  'cross_street_1': '5 AVE',\n",
-       "  'cross_street_2': 'LENOX AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that an inspection is not warranted to investigate this complaint at this time and sent a letter to the complainant and/or respondent.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T08:59:00.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1017290023',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000701',\n",
-       "  'y_coordinate_state_plane': '234633',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.81067387443317',\n",
-       "  'longitude': '-73.94057159662883',\n",
-       "  'location': {'latitude': '40.81067387443317',\n",
-       "   'longitude': '-73.94057159662883',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973312',\n",
-       "  'created_date': '2022-04-21T18:41:00.000',\n",
-       "  'closed_date': '2022-04-22T14:15:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Running Full (WA4)',\n",
-       "  'incident_zip': '10451',\n",
-       "  'intersection_street_1': 'MAJOR DEEGAN EXPWY ET 3 NB',\n",
-       "  'intersection_street_2': 'GERARD AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection investigated this complaint and shut the running hydrant.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:15:00.000',\n",
-       "  'community_board': '01 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1003337',\n",
-       "  'y_coordinate_state_plane': '235697',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.81358895557613',\n",
-       "  'longitude': '-73.93104615834683',\n",
-       "  'location': {'latitude': '40.81358895557613',\n",
-       "   'longitude': '-73.93104615834683',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972467',\n",
-       "  'created_date': '2022-04-21T18:41:10.000',\n",
-       "  'closed_date': '2022-04-21T19:19:30.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Panhandling',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10016',\n",
-       "  'incident_address': '3 AVENUE',\n",
-       "  'street_name': '3 AVENUE',\n",
-       "  'cross_street_1': '3 AVENUE',\n",
-       "  'cross_street_2': 'EAST   28 STREET',\n",
-       "  'intersection_street_1': '3 AVENUE',\n",
-       "  'intersection_street_2': 'EAST   28 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:19:35.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989554',\n",
-       "  'y_coordinate_state_plane': '209597',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.7419703686212',\n",
-       "  'longitude': '-73.98085932842007',\n",
-       "  'location': {'latitude': '40.7419703686212',\n",
-       "   'longitude': '-73.98085932842007',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969181',\n",
-       "  'created_date': '2022-04-21T18:41:39.000',\n",
-       "  'closed_date': '2022-04-21T19:04:19.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1522 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'KINGSTON AVENUE',\n",
-       "  'cross_street_2': 'ALICE COURT',\n",
-       "  'intersection_street_1': 'KINGSTON AVENUE',\n",
-       "  'intersection_street_2': 'ALICE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:04:22.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040006',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000575',\n",
-       "  'y_coordinate_state_plane': '186292',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67799021290234',\n",
-       "  'longitude': '-73.94114409723815',\n",
-       "  'location': {'latitude': '40.67799021290234',\n",
-       "   'longitude': '-73.94114409723815',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968836',\n",
-       "  'created_date': '2022-04-21T18:42:00.000',\n",
-       "  'closed_date': '2022-04-21T18:42:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Running (WC3)',\n",
-       "  'incident_zip': '11234',\n",
-       "  'intersection_street_1': 'EAST 48 STREET',\n",
-       "  'intersection_street_2': 'AVENUE M',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:42:00.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003939',\n",
-       "  'y_coordinate_state_plane': '165619',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62124049152308',\n",
-       "  'longitude': '-73.9290763455519',\n",
-       "  'location': {'latitude': '40.62124049152308',\n",
-       "   'longitude': '-73.9290763455519',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973228',\n",
-       "  'created_date': '2022-04-21T18:42:10.000',\n",
-       "  'closed_date': '2022-04-22T15:30:29.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Obstruction',\n",
-       "  'descriptor': 'Merchandise',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11354',\n",
-       "  'incident_address': '40-33 MAIN STREET',\n",
-       "  'street_name': 'MAIN STREET',\n",
-       "  'cross_street_1': 'LIRR PORT WASHINGTON LINE',\n",
-       "  'cross_street_2': '41 AVENUE',\n",
-       "  'intersection_street_1': 'LIRR PORT WASHINGTON LINE',\n",
-       "  'intersection_street_2': '41 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': 'MAIN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and issued a Notice of Violation.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:30:32.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4050190001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1031435',\n",
-       "  'y_coordinate_state_plane': '215723',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75866037476562',\n",
-       "  'longitude': '-73.82967959050642',\n",
-       "  'location': {'latitude': '40.75866037476562',\n",
-       "   'longitude': '-73.82967959050642',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968341',\n",
-       "  'created_date': '2022-04-21T18:43:04.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'APPLIANCE',\n",
-       "  'descriptor': 'REFRIGERATOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11212',\n",
-       "  'incident_address': '243 DUMONT AVENUE',\n",
-       "  'street_name': 'DUMONT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '16 BROOKLYN',\n",
-       "  'bbl': '3035590001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1009063',\n",
-       "  'y_coordinate_state_plane': '181170',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6639117535914',\n",
-       "  'longitude': '-73.91056150499577',\n",
-       "  'location': {'latitude': '40.6639117535914',\n",
-       "   'longitude': '-73.91056150499577',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973814',\n",
-       "  'created_date': '2022-04-21T18:43:04.000',\n",
-       "  'closed_date': '2022-04-25T15:32:45.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'MOLD',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11212',\n",
-       "  'incident_address': '243 DUMONT AVENUE',\n",
-       "  'street_name': 'DUMONT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '16 BROOKLYN',\n",
-       "  'bbl': '3035590001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1009063',\n",
-       "  'y_coordinate_state_plane': '181170',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6639117535914',\n",
-       "  'longitude': '-73.91056150499577',\n",
-       "  'location': {'latitude': '40.6639117535914',\n",
-       "   'longitude': '-73.91056150499577',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973648',\n",
-       "  'created_date': '2022-04-21T18:43:09.000',\n",
-       "  'closed_date': '2022-04-21T19:03:11.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '75 KINGSTON AVENUE',\n",
-       "  'street_name': 'KINGSTON AVENUE',\n",
-       "  'cross_street_1': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_2': 'PACIFIC STREET',\n",
-       "  'intersection_street_1': 'ATLANTIC AVENUE',\n",
-       "  'intersection_street_2': 'PACIFIC STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'KINGSTON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:03:15.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040079',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000492',\n",
-       "  'y_coordinate_state_plane': '186031',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67727397972817',\n",
-       "  'longitude': '-73.94144396290937',\n",
-       "  'location': {'latitude': '40.67727397972817',\n",
-       "   'longitude': '-73.94144396290937',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970489',\n",
-       "  'created_date': '2022-04-21T18:43:14.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'TOILET',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11210',\n",
-       "  'incident_address': '1406 BROOKLYN AVENUE',\n",
-       "  'street_name': 'BROOKLYN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3049810050',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000218',\n",
-       "  'y_coordinate_state_plane': '171910',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.63851544306519',\n",
-       "  'longitude': '-73.94246523160041',\n",
-       "  'location': {'latitude': '40.63851544306519',\n",
-       "   'longitude': '-73.94246523160041',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970704',\n",
-       "  'created_date': '2022-04-21T18:43:33.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Root/Sewer/Sidewalk Condition',\n",
-       "  'descriptor': 'Trees and Sidewalks Program',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11364',\n",
-       "  'incident_address': '53-41 CLEARVIEW EXPRESSWAY SR EAST',\n",
-       "  'street_name': 'CLEARVIEW EXPRESSWAY SR EAST',\n",
-       "  'cross_street_1': '53 AVENUE',\n",
-       "  'cross_street_2': '56 AVENUE',\n",
-       "  'intersection_street_1': '53 AVENUE',\n",
-       "  'intersection_street_2': '56 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'OAKLAND GARDENS',\n",
-       "  'landmark': 'CLEARVIEW EXPRESSWAY SR EAST',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '11 QUEENS',\n",
-       "  'bbl': '4074140039',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1046973',\n",
-       "  'y_coordinate_state_plane': '212507',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74973672524728',\n",
-       "  'longitude': '-73.77362337231897',\n",
-       "  'location': {'latitude': '40.74973672524728',\n",
-       "   'longitude': '-73.77362337231897',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972567',\n",
-       "  'created_date': '2022-04-21T18:43:34.000',\n",
-       "  'closed_date': '2022-04-21T19:01:26.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10027',\n",
-       "  'incident_address': '80 WEST  120 STREET',\n",
-       "  'street_name': 'WEST  120 STREET',\n",
-       "  'cross_street_1': 'MT MORRIS PARK WEST',\n",
-       "  'cross_street_2': 'LENOX AVENUE',\n",
-       "  'intersection_street_1': 'MT MORRIS PARK WEST',\n",
-       "  'intersection_street_2': 'LENOX AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  120 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department reviewed your complaint and provided additional information below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:01:32.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1017180067',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '998874',\n",
-       "  'y_coordinate_state_plane': '232312',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80430658511988',\n",
-       "  'longitude': '-73.94717659586026',\n",
-       "  'location': {'latitude': '40.80430658511988',\n",
-       "   'longitude': '-73.94717659586026',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975723',\n",
-       "  'created_date': '2022-04-21T18:44:14.000',\n",
-       "  'closed_date': '2022-04-21T19:04:34.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Panhandling',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1534 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'KINGSTON AVENUE',\n",
-       "  'cross_street_2': 'ALICE COURT',\n",
-       "  'intersection_street_1': 'KINGSTON AVENUE',\n",
-       "  'intersection_street_2': 'ALICE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:04:37.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040008',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000669',\n",
-       "  'y_coordinate_state_plane': '186286',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67797357040964',\n",
-       "  'longitude': '-73.94080521732727',\n",
-       "  'location': {'latitude': '40.67797357040964',\n",
-       "   'longitude': '-73.94080521732727',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970305',\n",
-       "  'created_date': '2022-04-21T18:44:20.000',\n",
-       "  'closed_date': '2022-04-21T19:18:48.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10019',\n",
-       "  'incident_address': '240 CENTRAL PARK SOUTH',\n",
-       "  'street_name': 'CENTRAL PARK SOUTH',\n",
-       "  'cross_street_1': '7 AVENUE',\n",
-       "  'cross_street_2': 'COLUMBUS CIRCLE',\n",
-       "  'intersection_street_1': '7 AVENUE',\n",
-       "  'intersection_street_2': 'COLUMBUS CIRCLE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'CENTRAL PARK SOUTH',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:18:52.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010300058',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989753',\n",
-       "  'y_coordinate_state_plane': '218828',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.76730699506117',\n",
-       "  'longitude': '-73.98013363745869',\n",
-       "  'location': {'latitude': '40.76730699506117',\n",
-       "   'longitude': '-73.98013363745869',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971204',\n",
-       "  'created_date': '2022-04-21T18:44:25.000',\n",
-       "  'closed_date': '2022-04-22T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Special Projects Inspection Team (SPIT)',\n",
-       "  'descriptor': 'Privately Owned Public Space/Non-Compliance',\n",
-       "  'incident_zip': '11228',\n",
-       "  'incident_address': '7007 NEW UTRECHT AVENUE',\n",
-       "  'street_name': 'NEW UTRECHT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Buildings reviewed this complaint and referred it to the Department of Parks and Recreation for further action.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3061690050',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984571',\n",
-       "  'y_coordinate_state_plane': '165003',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.619571571818874',\n",
-       "  'longitude': '-73.99884372383765',\n",
-       "  'location': {'latitude': '40.619571571818874',\n",
-       "   'longitude': '-73.99884372383765',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972992',\n",
-       "  'created_date': '2022-04-21T18:44:49.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Food Establishment',\n",
-       "  'descriptor': 'Letter Grading',\n",
-       "  'location_type': 'Restaurant/Bar/Deli/Bakery',\n",
-       "  'incident_zip': '10030',\n",
-       "  'incident_address': '2421 7 AVENUE',\n",
-       "  'street_name': '7 AVENUE',\n",
-       "  'cross_street_1': 'WEST  141 STREET',\n",
-       "  'cross_street_2': 'WEST  142 STREET',\n",
-       "  'intersection_street_1': 'WEST  141 STREET',\n",
-       "  'intersection_street_2': 'WEST  142 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '7 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has sent official written notification to the Owner/Landlord warning them of potential violations and instructing them to correct the situation. If the situation persists 21 days after your initial complaint, please make a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:40:29.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1020100003',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000648',\n",
-       "  'y_coordinate_state_plane': '237782',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.81931709527088',\n",
-       "  'longitude': '-73.94075536272243',\n",
-       "  'location': {'latitude': '40.81931709527088',\n",
-       "   'longitude': '-73.94075536272243',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971048',\n",
-       "  'created_date': '2022-04-21T18:45:00.000',\n",
-       "  'closed_date': '2022-04-21T18:49:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Leaking (WC1)',\n",
-       "  'incident_zip': '11367',\n",
-       "  'incident_address': '141-31 71 AVENUE',\n",
-       "  'street_name': '71 AVENUE',\n",
-       "  'cross_street_1': '141 ST',\n",
-       "  'cross_street_2': 'MAIN ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:49:00.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4066180053',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1032951',\n",
-       "  'y_coordinate_state_plane': '204367',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.727482831954624',\n",
-       "  'longitude': '-73.8242896285413',\n",
-       "  'location': {'latitude': '40.727482831954624',\n",
-       "   'longitude': '-73.8242896285413',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975862',\n",
-       "  'created_date': '2022-04-21T18:45:06.000',\n",
-       "  'closed_date': '2022-04-21T18:53:38.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Non-Emergency Police Matter',\n",
-       "  'descriptor': 'Other (complaint details)',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10028',\n",
-       "  'incident_address': '122 EAST   83 STREET',\n",
-       "  'street_name': 'EAST   83 STREET',\n",
-       "  'cross_street_1': 'PARK AVENUE',\n",
-       "  'cross_street_2': 'LEXINGTON AVENUE',\n",
-       "  'intersection_street_1': 'PARK AVENUE',\n",
-       "  'intersection_street_2': 'LEXINGTON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST   83 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:53:42.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1015110061',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '995996',\n",
-       "  'y_coordinate_state_plane': '222646',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.77778031520131',\n",
-       "  'longitude': '-73.95758913257778',\n",
-       "  'location': {'latitude': '40.77778031520131',\n",
-       "   'longitude': '-73.95758913257778',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970772',\n",
-       "  'created_date': '2022-04-21T18:45:32.000',\n",
-       "  'closed_date': '2022-04-22T01:27:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10451',\n",
-       "  'incident_address': '825 GERARD AVENUE',\n",
-       "  'street_name': 'GERARD AVENUE',\n",
-       "  'cross_street_1': 'EAST  157 STREET',\n",
-       "  'cross_street_2': 'EAST  158 STREET',\n",
-       "  'intersection_street_1': 'EAST  157 STREET',\n",
-       "  'intersection_street_2': 'EAST  158 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'GERARD AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:27:48.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2024830015',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1004793',\n",
-       "  'y_coordinate_state_plane': '240258',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.826104344727696',\n",
-       "  'longitude': '-73.92577224178703',\n",
-       "  'location': {'latitude': '40.826104344727696',\n",
-       "   'longitude': '-73.92577224178703',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976238',\n",
-       "  'created_date': '2022-04-21T18:45:56.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Car Service Company Complaint',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1620 FULTON STREET',\n",
-       "  'street_name': 'FULTON STREET',\n",
-       "  'cross_street_1': 'MARCUS GARVEY BOULEVARD',\n",
-       "  'cross_street_2': 'CHARLES C PINN WAY',\n",
-       "  'intersection_street_1': 'MARCUS GARVEY BOULEVARD',\n",
-       "  'intersection_street_2': 'CHARLES C PINN WAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FULTON STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:49.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3016990033',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1001988',\n",
-       "  'y_coordinate_state_plane': '186897',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'vehicle_type': 'Commuter Van',\n",
-       "  'taxi_pick_up_location': '1620 FULTON STREET, BROOKLYN, NY, 11213',\n",
-       "  'latitude': '40.67964808187085',\n",
-       "  'longitude': '-73.93604827131028',\n",
-       "  'location': {'latitude': '40.67964808187085',\n",
-       "   'longitude': '-73.93604827131028',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968221',\n",
-       "  'created_date': '2022-04-21T18:46:06.000',\n",
-       "  'closed_date': '2022-04-22T16:18:33.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11215',\n",
-       "  'incident_address': '270 15 STREET',\n",
-       "  'street_name': '15 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water. Heat was not required at the time of the inspection. No violations were issued. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'bbl': '3010480032',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987676',\n",
-       "  'y_coordinate_state_plane': '181464',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.664752824463754',\n",
-       "  'longitude': '-73.9876508243539',\n",
-       "  'location': {'latitude': '40.664752824463754',\n",
-       "   'longitude': '-73.9876508243539',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968214',\n",
-       "  'created_date': '2022-04-21T18:46:08.000',\n",
-       "  'closed_date': '2022-04-22T16:18:33.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11215',\n",
-       "  'incident_address': '270 15 STREET',\n",
-       "  'street_name': '15 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'bbl': '3010480032',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987676',\n",
-       "  'y_coordinate_state_plane': '181464',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.664752824463754',\n",
-       "  'longitude': '-73.9876508243539',\n",
-       "  'location': {'latitude': '40.664752824463754',\n",
-       "   'longitude': '-73.9876508243539',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971645',\n",
-       "  'created_date': '2022-04-21T18:46:22.000',\n",
-       "  'closed_date': '2022-04-24T17:48:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'SLOW LEAK',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10455',\n",
-       "  'incident_address': '377 EAST  153 STREET',\n",
-       "  'street_name': 'EAST  153 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '01 BRONX',\n",
-       "  'bbl': '2024000033',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1007262',\n",
-       "  'y_coordinate_state_plane': '237666',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.818983954197535',\n",
-       "  'longitude': '-73.91685992994061',\n",
-       "  'location': {'latitude': '40.818983954197535',\n",
-       "   'longitude': '-73.91685992994061',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974832',\n",
-       "  'created_date': '2022-04-21T18:46:22.000',\n",
-       "  'closed_date': '2022-04-24T17:48:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'CEILING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10455',\n",
-       "  'incident_address': '377 EAST  153 STREET',\n",
-       "  'street_name': 'EAST  153 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '01 BRONX',\n",
-       "  'bbl': '2024000033',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1007262',\n",
-       "  'y_coordinate_state_plane': '237666',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.818983954197535',\n",
-       "  'longitude': '-73.91685992994061',\n",
-       "  'location': {'latitude': '40.818983954197535',\n",
-       "   'longitude': '-73.91685992994061',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973397',\n",
-       "  'created_date': '2022-04-21T18:46:36.000',\n",
-       "  'closed_date': '2022-04-21T20:54:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11234',\n",
-       "  'incident_address': 'COLEMAN STREET',\n",
-       "  'street_name': 'COLEMAN STREET',\n",
-       "  'cross_street_1': 'COLEMAN STREET',\n",
-       "  'cross_street_2': 'FILLMORE AVENUE',\n",
-       "  'intersection_street_1': 'COLEMAN STREET',\n",
-       "  'intersection_street_2': 'FILLMORE AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:54:46.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003805',\n",
-       "  'y_coordinate_state_plane': '162874',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.613706335190805',\n",
-       "  'longitude': '-73.92956699024631',\n",
-       "  'location': {'latitude': '40.613706335190805',\n",
-       "   'longitude': '-73.92956699024631',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969172',\n",
-       "  'created_date': '2022-04-21T18:46:51.000',\n",
-       "  'closed_date': '2022-04-21T19:04:48.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1546 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'ALICE COURT',\n",
-       "  'cross_street_2': 'AGATE COURT',\n",
-       "  'intersection_street_1': 'ALICE COURT',\n",
-       "  'intersection_street_2': 'AGATE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:04:52.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040019',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000818',\n",
-       "  'y_coordinate_state_plane': '186275',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.677943100283116',\n",
-       "  'longitude': '-73.94026806062547',\n",
-       "  'location': {'latitude': '40.677943100283116',\n",
-       "   'longitude': '-73.94026806062547',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973557',\n",
-       "  'created_date': '2022-04-21T18:47:12.000',\n",
-       "  'closed_date': '2022-04-22T00:18:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Commercial',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Club/Bar/Restaurant',\n",
-       "  'incident_zip': '10027',\n",
-       "  'incident_address': '248 WEST  132 STREET',\n",
-       "  'street_name': 'WEST  132 STREET',\n",
-       "  'cross_street_1': 'LEONARD HARPER WAY',\n",
-       "  'cross_street_2': 'EVELYN THOMAS WAY',\n",
-       "  'intersection_street_1': 'LEONARD HARPER WAY',\n",
-       "  'intersection_street_2': 'EVELYN THOMAS WAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  132 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:18:05.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1019370150',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999036',\n",
-       "  'y_coordinate_state_plane': '235843',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.8139979303362',\n",
-       "  'longitude': '-73.94658365768012',\n",
-       "  'location': {'latitude': '40.8139979303362',\n",
-       "   'longitude': '-73.94658365768012',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971237',\n",
-       "  'created_date': '2022-04-21T18:47:18.000',\n",
-       "  'closed_date': '2022-04-21T21:37:10.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11221',\n",
-       "  'incident_address': '492 VAN BUREN STREET',\n",
-       "  'street_name': 'VAN BUREN STREET',\n",
-       "  'cross_street_1': 'MALCOLM X BOULEVARD',\n",
-       "  'cross_street_2': 'PATCHEN AVENUE',\n",
-       "  'intersection_street_1': 'MALCOLM X BOULEVARD',\n",
-       "  'intersection_street_2': 'PATCHEN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'VAN BUREN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:37:14.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3016170028',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003941',\n",
-       "  'y_coordinate_state_plane': '191285',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.69168800532134',\n",
-       "  'longitude': '-73.92899419851904',\n",
-       "  'location': {'latitude': '40.69168800532134',\n",
-       "   'longitude': '-73.92899419851904',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973504',\n",
-       "  'created_date': '2022-04-21T18:47:29.000',\n",
-       "  'closed_date': '2022-04-21T20:20:19.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11236',\n",
-       "  'incident_address': '34 PAERDEGAT    8 STREET',\n",
-       "  'street_name': 'PAERDEGAT    8 STREET',\n",
-       "  'cross_street_1': 'PAERDEGAT AVENUE NORTH',\n",
-       "  'cross_street_2': 'EAST   80 STREET',\n",
-       "  'intersection_street_1': 'PAERDEGAT AVENUE NORTH',\n",
-       "  'intersection_street_2': 'EAST   80 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'PAERDEGAT    8 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:20:24.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3080580028',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1010120',\n",
-       "  'y_coordinate_state_plane': '168842',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.630071052953326',\n",
-       "  'longitude': '-73.90679882880042',\n",
-       "  'location': {'latitude': '40.630071052953326',\n",
-       "   'longitude': '-73.90679882880042',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968865',\n",
-       "  'created_date': '2022-04-21T18:47:47.000',\n",
-       "  'closed_date': '2022-04-21T19:17:11.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1440 BRONX RIVER AVENUE',\n",
-       "  'street_name': 'BRONX RIVER AVENUE',\n",
-       "  'cross_street_1': 'EAST  174 STREET',\n",
-       "  'cross_street_2': 'CROSS BRONX EXPRESSWAY',\n",
-       "  'intersection_street_1': 'EAST  174 STREET',\n",
-       "  'intersection_street_2': 'CROSS BRONX EXPRESSWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BRONX RIVER AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:17:15.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2038860002',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1018350',\n",
-       "  'y_coordinate_state_plane': '244028',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83640996716858',\n",
-       "  'longitude': '-73.8767677958657',\n",
-       "  'location': {'latitude': '40.83640996716858',\n",
-       "   'longitude': '-73.8767677958657',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973376',\n",
-       "  'created_date': '2022-04-21T18:48:05.000',\n",
-       "  'closed_date': '2022-04-21T19:25:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': '251 CLIFTON PLACE',\n",
-       "  'street_name': 'CLIFTON PLACE',\n",
-       "  'cross_street_1': 'BEDFORD AVENUE',\n",
-       "  'cross_street_2': 'NOSTRAND AVENUE',\n",
-       "  'intersection_street_1': 'BEDFORD AVENUE',\n",
-       "  'intersection_street_2': 'NOSTRAND AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'CLIFTON PLACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:25:17.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3017880087',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997218',\n",
-       "  'y_coordinate_state_plane': '190272',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.688919958460254',\n",
-       "  'longitude': '-73.95323929962383',\n",
-       "  'location': {'latitude': '40.688919958460254',\n",
-       "   'longitude': '-73.95323929962383',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969957',\n",
-       "  'created_date': '2022-04-21T18:48:12.000',\n",
-       "  'closed_date': '2022-04-21T20:56:45.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10312',\n",
-       "  'incident_address': '20 BARCLAY CIRCLE',\n",
-       "  'street_name': 'BARCLAY CIRCLE',\n",
-       "  'cross_street_1': 'HAMPTON GREEN',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'intersection_street_1': 'HAMPTON GREEN',\n",
-       "  'intersection_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'BARCLAY CIRCLE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:56:49.000',\n",
-       "  'community_board': '03 STATEN ISLAND',\n",
-       "  'bbl': '5060180185',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '930265',\n",
-       "  'y_coordinate_state_plane': '141098',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.55379280538016',\n",
-       "  'longitude': '-74.19426843006063',\n",
-       "  'location': {'latitude': '40.55379280538016',\n",
-       "   'longitude': '-74.19426843006063',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976411',\n",
-       "  'created_date': '2022-04-21T18:48:37.000',\n",
-       "  'closed_date': '2022-04-22T12:05:12.000',\n",
-       "  'agency': 'DCA',\n",
-       "  'agency_name': 'Department of Consumer Affairs',\n",
-       "  'complaint_type': 'Consumer Complaint',\n",
-       "  'descriptor': 'Restaurant',\n",
-       "  'location_type': 'Business',\n",
-       "  'incident_zip': '11204',\n",
-       "  'incident_address': '6420 17 AVENUE',\n",
-       "  'street_name': '17 AVENUE',\n",
-       "  'cross_street_1': '64 STREET',\n",
-       "  'cross_street_2': '65 STREET',\n",
-       "  'intersection_street_1': '64 STREET',\n",
-       "  'intersection_street_2': '65 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '17 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Consumer Affairs is scheduling an inspection which will take place within 35 days. Please do not file duplicate complaints or call to check results during this time. After 35 days, call 311 with your Service Request Number and ask for Service Request Status - DCA.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T12:05:21.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3055450047',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '986462',\n",
-       "  'y_coordinate_state_plane': '165502',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62094095258484',\n",
-       "  'longitude': '-73.99203197711014',\n",
-       "  'location': {'latitude': '40.62094095258484',\n",
-       "   'longitude': '-73.99203197711014',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967871',\n",
-       "  'created_date': '2022-04-21T18:48:43.000',\n",
-       "  'closed_date': '2022-04-21T18:51:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Engine Idling',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10019',\n",
-       "  'incident_address': '826 SEVENTH AVENUE',\n",
-       "  'street_name': 'SEVENTH AVENUE',\n",
-       "  'cross_street_1': 'WEST   53 STREET',\n",
-       "  'cross_street_2': 'WEST   54 STREET',\n",
-       "  'intersection_street_1': 'WEST   53 STREET',\n",
-       "  'intersection_street_2': 'WEST   54 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '7 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:51:32.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010250025',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989294',\n",
-       "  'y_coordinate_state_plane': '217303',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.763121538030525',\n",
-       "  'longitude': '-73.98179181619352',\n",
-       "  'location': {'latitude': '40.763121538030525',\n",
-       "   'longitude': '-73.98179181619352',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972816',\n",
-       "  'created_date': '2022-04-21T18:49:05.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'HEAVY FLOW',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11414',\n",
-       "  'incident_address': '149-27 82 STREET',\n",
-       "  'street_name': '82 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'HOWARD BEACH',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4114140045',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1025055',\n",
-       "  'y_coordinate_state_plane': '183004',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.66888640934062',\n",
-       "  'longitude': '-73.8529073040268',\n",
-       "  'location': {'latitude': '40.66888640934062',\n",
-       "   'longitude': '-73.8529073040268',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974391',\n",
-       "  'created_date': '2022-04-21T18:49:11.000',\n",
-       "  'closed_date': '2022-04-21T21:28:33.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11222',\n",
-       "  'incident_address': '111 FREEMAN STREET',\n",
-       "  'street_name': 'FREEMAN STREET',\n",
-       "  'cross_street_1': 'FRANKLIN STREET',\n",
-       "  'cross_street_2': 'MANHATTAN AVENUE',\n",
-       "  'intersection_street_1': 'FRANKLIN STREET',\n",
-       "  'intersection_street_2': 'MANHATTAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FREEMAN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:28:37.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3025040067',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996130',\n",
-       "  'y_coordinate_state_plane': '206788',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.734253971485415',\n",
-       "  'longitude': '-73.95713332338303',\n",
-       "  'location': {'latitude': '40.734253971485415',\n",
-       "   'longitude': '-73.95713332338303',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972913',\n",
-       "  'created_date': '2022-04-21T18:49:52.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Non-Residential Heat',\n",
-       "  'descriptor': 'Inadequate or No Heat',\n",
-       "  'location_type': 'Building (Non-Residential)',\n",
-       "  'incident_zip': '11219',\n",
-       "  'incident_address': '4502 13 AVENUE',\n",
-       "  'street_name': '13 AVENUE',\n",
-       "  'cross_street_1': '45 STREET',\n",
-       "  'cross_street_2': '46 STREET',\n",
-       "  'intersection_street_1': '45 STREET',\n",
-       "  'intersection_street_2': '46 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '13 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has sent official written notification to the Owner/Landlord warning them of potential violations and instructing them to correct the situation. If the situation persists 21 days after your initial complaint, please make a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T15:44:31.000',\n",
-       "  'community_board': '12 BROOKLYN',\n",
-       "  'bbl': '3056160035',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987055',\n",
-       "  'y_coordinate_state_plane': '171417',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.63717621271341',\n",
-       "  'longitude': '-73.98989342589762',\n",
-       "  'location': {'latitude': '40.63717621271341',\n",
-       "   'longitude': '-73.98989342589762',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969505',\n",
-       "  'created_date': '2022-04-21T18:49:56.000',\n",
-       "  'closed_date': '2022-04-21T19:00:17.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Animal-Abuse',\n",
-       "  'descriptor': 'Neglected',\n",
-       "  'location_type': 'Store/Commercial',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': '701 FULTON STREET',\n",
-       "  'street_name': 'FULTON STREET',\n",
-       "  'cross_street_1': 'ST FELIX STREET',\n",
-       "  'cross_street_2': 'FT GREENE PLACE',\n",
-       "  'intersection_street_1': 'ST FELIX STREET',\n",
-       "  'intersection_street_2': 'FT GREENE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FULTON STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:00:22.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3020970084',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990530',\n",
-       "  'y_coordinate_state_plane': '189748',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.687488971168946',\n",
-       "  'longitude': '-73.97735573059205',\n",
-       "  'location': {'latitude': '40.687488971168946',\n",
-       "   'longitude': '-73.97735573059205',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972067',\n",
-       "  'created_date': '2022-04-21T18:50:12.000',\n",
-       "  'closed_date': '2022-04-22T15:55:01.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Commercial Disposal Complaint',\n",
-       "  'descriptor': 'Waste Left in Front of Residence',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11354',\n",
-       "  'incident_address': '133-46 37 AVENUE',\n",
-       "  'street_name': '37 AVENUE',\n",
-       "  'cross_street_1': 'COLLEGE POINT BOULEVARD',\n",
-       "  'cross_street_2': 'PRINCE STREET',\n",
-       "  'intersection_street_1': 'COLLEGE POINT BOULEVARD',\n",
-       "  'intersection_street_2': 'PRINCE STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': '37 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no violation at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:55:06.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4049720236',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1030410',\n",
-       "  'y_coordinate_state_plane': '216466',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.760705126507155',\n",
-       "  'longitude': '-73.83337435106843',\n",
-       "  'location': {'latitude': '40.760705126507155',\n",
-       "   'longitude': '-73.83337435106843',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971848',\n",
-       "  'created_date': '2022-04-21T18:50:42.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Maintenance or Facility',\n",
-       "  'descriptor': 'Structure - Outdoors',\n",
-       "  'location_type': 'Park',\n",
-       "  'incident_zip': '10001',\n",
-       "  'incident_address': '294 10 AVENUE',\n",
-       "  'street_name': '10 AVENUE',\n",
-       "  'cross_street_1': 'WEST   27 DRIVE',\n",
-       "  'cross_street_2': 'WEST   28 STREET',\n",
-       "  'intersection_street_1': 'WEST   27 DRIVE',\n",
-       "  'intersection_street_2': 'WEST   28 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '10 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'bbl': '1007240100',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '983625',\n",
-       "  'y_coordinate_state_plane': '212630',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Chelsea Park',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.750296761372525',\n",
-       "  'longitude': '-74.00225573432823',\n",
-       "  'location': {'latitude': '40.750296761372525',\n",
-       "   'longitude': '-74.00225573432823',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975275',\n",
-       "  'created_date': '2022-04-21T18:50:59.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Homeless Person Assistance',\n",
-       "  'location_type': 'Subway',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'status': 'Assigned',\n",
-       "  'resolution_description': 'The Department of Homeless Services has sent a mobile outreach response team to the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:55:49.000',\n",
-       "  'community_board': 'Unspecified MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '981184',\n",
-       "  'y_coordinate_state_plane': '196664',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'bridge_highway_name': 'J',\n",
-       "  'bridge_highway_segment': 'Mezzanine',\n",
-       "  'latitude': '40.706473479081474',\n",
-       "  'longitude': '-74.0110584556802',\n",
-       "  'location': {'latitude': '40.706473479081474',\n",
-       "   'longitude': '-74.0110584556802',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975401',\n",
-       "  'created_date': '2022-04-21T18:51:00.000',\n",
-       "  'closed_date': '2022-04-22T09:04:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise, Barking Dog (NR5)',\n",
-       "  'incident_zip': '10016',\n",
-       "  'incident_address': '303 EAST   33 STREET',\n",
-       "  'street_name': 'EAST   33 STREET',\n",
-       "  'cross_street_1': '2 AVE',\n",
-       "  'cross_street_2': '1 AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that an inspection is not warranted to investigate this complaint at this time and sent a letter to the complainant and/or respondent.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:04:00.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'bbl': '1009397501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '991027',\n",
-       "  'y_coordinate_state_plane': '210250',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.74376168450547',\n",
-       "  'longitude': '-73.97554302042823',\n",
-       "  'location': {'latitude': '40.74376168450547',\n",
-       "   'longitude': '-73.97554302042823',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975438',\n",
-       "  'created_date': '2022-04-21T18:51:00.000',\n",
-       "  'closed_date': '2022-04-21T18:51:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Running Full (WA4)',\n",
-       "  'incident_zip': '11234',\n",
-       "  'incident_address': '4811 AVENUE M',\n",
-       "  'street_name': 'AVENUE M',\n",
-       "  'cross_street_1': 'E 48 ST',\n",
-       "  'cross_street_2': 'E 49 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:51:00.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3078460005',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003996',\n",
-       "  'y_coordinate_state_plane': '165626',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.621259578200466',\n",
-       "  'longitude': '-73.92887099994473',\n",
-       "  'location': {'latitude': '40.621259578200466',\n",
-       "   'longitude': '-73.92887099994473',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973568',\n",
-       "  'created_date': '2022-04-21T18:51:30.000',\n",
-       "  'closed_date': '2022-04-21T18:54:48.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10021',\n",
-       "  'incident_address': '1437 1 AVENUE',\n",
-       "  'street_name': '1 AVENUE',\n",
-       "  'cross_street_1': 'EAST   74 STREET',\n",
-       "  'cross_street_2': 'EAST   75 STREET',\n",
-       "  'intersection_street_1': 'EAST   74 STREET',\n",
-       "  'intersection_street_2': 'EAST   75 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '1 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:54:52.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1014490026',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '996797',\n",
-       "  'y_coordinate_state_plane': '219666',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.76959989598475',\n",
-       "  'longitude': '-73.95470255465692',\n",
-       "  'location': {'latitude': '40.76959989598475',\n",
-       "   'longitude': '-73.95470255465692',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971401',\n",
-       "  'created_date': '2022-04-21T18:51:43.000',\n",
-       "  'closed_date': '2022-04-21T19:05:04.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '1542 ATLANTIC AVENUE',\n",
-       "  'street_name': 'ATLANTIC AVENUE',\n",
-       "  'cross_street_1': 'ALICE COURT',\n",
-       "  'cross_street_2': 'AGATE COURT',\n",
-       "  'intersection_street_1': 'ALICE COURT',\n",
-       "  'intersection_street_2': 'AGATE COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ATLANTIC AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:05:10.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012040018',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000782',\n",
-       "  'y_coordinate_state_plane': '186278',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.677951401908835',\n",
-       "  'longitude': '-73.94039784256813',\n",
-       "  'location': {'latitude': '40.677951401908835',\n",
-       "   'longitude': '-73.94039784256813',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970756',\n",
-       "  'created_date': '2022-04-21T18:51:58.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Maintenance or Facility',\n",
-       "  'descriptor': 'Structure - Outdoors',\n",
-       "  'location_type': 'Park',\n",
-       "  'incident_zip': '11204',\n",
-       "  'incident_address': '7002 16 AVENUE',\n",
-       "  'street_name': '16 AVENUE',\n",
-       "  'cross_street_1': '70 STREET',\n",
-       "  'cross_street_2': '71 STREET',\n",
-       "  'intersection_street_1': '70 STREET',\n",
-       "  'intersection_street_2': '71 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '16 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3061690050',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984812',\n",
-       "  'y_coordinate_state_plane': '164819',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61906651807659',\n",
-       "  'longitude': '-73.99797563150653',\n",
-       "  'location': {'latitude': '40.61906651807659',\n",
-       "   'longitude': '-73.99797563150653',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974594',\n",
-       "  'created_date': '2022-04-21T18:52:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Light Condition',\n",
-       "  'descriptor': 'Street Light Out',\n",
-       "  'incident_zip': '11236',\n",
-       "  'intersection_street_1': 'EAST 108 STREET',\n",
-       "  'intersection_street_2': 'FLATLANDS AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1014066',\n",
-       "  'y_coordinate_state_plane': '175710',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.648909827001845',\n",
-       "  'longitude': '-73.89255234109622',\n",
-       "  'location': {'latitude': '40.648909827001845',\n",
-       "   'longitude': '-73.89255234109622',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968668',\n",
-       "  'created_date': '2022-04-21T18:52:02.000',\n",
-       "  'closed_date': '2022-04-21T19:42:03.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Subway',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department visited the location and no Encampment was found.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:42:06.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1006851',\n",
-       "  'y_coordinate_state_plane': '210030',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'bridge_highway_name': '7',\n",
-       "  'bridge_highway_segment': 'Entrance',\n",
-       "  'latitude': '40.74313155603166',\n",
-       "  'longitude': '-73.91843779842344',\n",
-       "  'location': {'latitude': '40.74313155603166',\n",
-       "   'longitude': '-73.91843779842344',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976257',\n",
-       "  'created_date': '2022-04-21T18:52:03.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Maintenance or Facility',\n",
-       "  'descriptor': 'Unsecured Facility',\n",
-       "  'location_type': 'Park',\n",
-       "  'incident_zip': '10001',\n",
-       "  'incident_address': '294 10 AVENUE',\n",
-       "  'street_name': '10 AVENUE',\n",
-       "  'cross_street_1': 'WEST   27 DRIVE',\n",
-       "  'cross_street_2': 'WEST   28 STREET',\n",
-       "  'intersection_street_1': 'WEST   27 DRIVE',\n",
-       "  'intersection_street_2': 'WEST   28 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '10 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'bbl': '1007240100',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '983625',\n",
-       "  'y_coordinate_state_plane': '212630',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Chelsea Park',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.750296761372525',\n",
-       "  'longitude': '-74.00225573432823',\n",
-       "  'location': {'latitude': '40.750296761372525',\n",
-       "   'longitude': '-74.00225573432823',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974870',\n",
-       "  'created_date': '2022-04-21T18:52:10.000',\n",
-       "  'closed_date': '2022-04-24T16:06:32.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'WATER SUPPLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11368',\n",
-       "  'incident_address': '103-20 53 AVENUE',\n",
-       "  'street_name': '53 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CORONA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4019440006',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1023828',\n",
-       "  'y_coordinate_state_plane': '209410',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74137013018555',\n",
-       "  'longitude': '-73.8571751499644',\n",
-       "  'location': {'latitude': '40.74137013018555',\n",
-       "   'longitude': '-73.8571751499644',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975915',\n",
-       "  'created_date': '2022-04-21T18:52:10.000',\n",
-       "  'closed_date': '2022-04-24T16:06:32.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11368',\n",
-       "  'incident_address': '103-20 53 AVENUE',\n",
-       "  'street_name': '53 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CORONA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water. Heat was not required at the time of the inspection. No violations were issued. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4019440006',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1023828',\n",
-       "  'y_coordinate_state_plane': '209410',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74137013018555',\n",
-       "  'longitude': '-73.8571751499644',\n",
-       "  'location': {'latitude': '40.74137013018555',\n",
-       "   'longitude': '-73.8571751499644',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972750',\n",
-       "  'created_date': '2022-04-21T18:52:11.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'SAFETY',\n",
-       "  'descriptor': 'SMOKE DETECTOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11211',\n",
-       "  'incident_address': '279 SOUTH    1 STREET',\n",
-       "  'street_name': 'SOUTH    1 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 827 - 1955 (BROOKLYN).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3023960027',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996328',\n",
-       "  'y_coordinate_state_plane': '198677',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.71199097437201',\n",
-       "  'longitude': '-73.95643343484404',\n",
-       "  'location': {'latitude': '40.71199097437201',\n",
-       "   'longitude': '-73.95643343484404',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969229',\n",
-       "  'created_date': '2022-04-21T18:52:11.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'ELECTRIC',\n",
-       "  'descriptor': 'NO LIGHTING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11211',\n",
-       "  'incident_address': '279 SOUTH    1 STREET',\n",
-       "  'street_name': 'SOUTH    1 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 827 - 1955 (BROOKLYN).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3023960027',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996328',\n",
-       "  'y_coordinate_state_plane': '198677',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.71199097437201',\n",
-       "  'longitude': '-73.95643343484404',\n",
-       "  'location': {'latitude': '40.71199097437201',\n",
-       "   'longitude': '-73.95643343484404',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969335',\n",
-       "  'created_date': '2022-04-21T18:52:11.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'CEILING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11211',\n",
-       "  'incident_address': '279 SOUTH    1 STREET',\n",
-       "  'street_name': 'SOUTH    1 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 827 - 1955 (BROOKLYN).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3023960027',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996328',\n",
-       "  'y_coordinate_state_plane': '198677',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.71199097437201',\n",
-       "  'longitude': '-73.95643343484404',\n",
-       "  'location': {'latitude': '40.71199097437201',\n",
-       "   'longitude': '-73.95643343484404',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969396',\n",
-       "  'created_date': '2022-04-21T18:52:11.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'PESTS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11211',\n",
-       "  'incident_address': '279 SOUTH    1 STREET',\n",
-       "  'street_name': 'SOUTH    1 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 827 - 1955 (BROOKLYN).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3023960027',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996328',\n",
-       "  'y_coordinate_state_plane': '198677',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.71199097437201',\n",
-       "  'longitude': '-73.95643343484404',\n",
-       "  'location': {'latitude': '40.71199097437201',\n",
-       "   'longitude': '-73.95643343484404',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971607',\n",
-       "  'created_date': '2022-04-21T18:52:11.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'MOLD',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11211',\n",
-       "  'incident_address': '279 SOUTH    1 STREET',\n",
-       "  'street_name': 'SOUTH    1 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 827 - 1955 (BROOKLYN).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3023960027',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996328',\n",
-       "  'y_coordinate_state_plane': '198677',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.71199097437201',\n",
-       "  'longitude': '-73.95643343484404',\n",
-       "  'location': {'latitude': '40.71199097437201',\n",
-       "   'longitude': '-73.95643343484404',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971641',\n",
-       "  'created_date': '2022-04-21T18:52:11.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'SLOW LEAK',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11211',\n",
-       "  'incident_address': '279 SOUTH    1 STREET',\n",
-       "  'street_name': 'SOUTH    1 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 827 - 1955 (BROOKLYN).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3023960027',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996328',\n",
-       "  'y_coordinate_state_plane': '198677',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.71199097437201',\n",
-       "  'longitude': '-73.95643343484404',\n",
-       "  'location': {'latitude': '40.71199097437201',\n",
-       "   'longitude': '-73.95643343484404',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973860',\n",
-       "  'created_date': '2022-04-21T18:52:11.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'WINDOW FRAME',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11211',\n",
-       "  'incident_address': '279 SOUTH    1 STREET',\n",
-       "  'street_name': 'SOUTH    1 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 827 - 1955 (BROOKLYN).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3023960027',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996328',\n",
-       "  'y_coordinate_state_plane': '198677',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.71199097437201',\n",
-       "  'longitude': '-73.95643343484404',\n",
-       "  'location': {'latitude': '40.71199097437201',\n",
-       "   'longitude': '-73.95643343484404',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974414',\n",
-       "  'created_date': '2022-04-21T18:52:29.000',\n",
-       "  'closed_date': '2022-04-21T21:09:13.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11435',\n",
-       "  'incident_address': '111-17 VAN WYCK EXPRESSWAY SR EAST',\n",
-       "  'street_name': 'VAN WYCK EXPRESSWAY SR EAST',\n",
-       "  'cross_street_1': '111 AVENUE',\n",
-       "  'cross_street_2': 'VAN WYCK EXPWY NB EN LINDEN BLVD',\n",
-       "  'intersection_street_1': '111 AVENUE',\n",
-       "  'intersection_street_2': 'VAN WYCK EXPWY NB EN LINDEN BLVD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': 'VAN WYCK EXPRESSWAY SR EAST',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:09:19.000',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4119540017',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1038137',\n",
-       "  'y_coordinate_state_plane': '188584',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68413225242148',\n",
-       "  'longitude': '-73.80570520564329',\n",
-       "  'location': {'latitude': '40.68413225242148',\n",
-       "   'longitude': '-73.80570520564329',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972387',\n",
-       "  'created_date': '2022-04-21T18:53:12.000',\n",
-       "  'closed_date': '2022-04-21T20:46:19.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11374',\n",
-       "  'incident_address': '65-38 AUSTIN STREET',\n",
-       "  'street_name': 'AUSTIN STREET',\n",
-       "  'cross_street_1': '65 ROAD',\n",
-       "  'cross_street_2': '66 AVENUE',\n",
-       "  'intersection_street_1': '65 ROAD',\n",
-       "  'intersection_street_2': '66 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'REGO PARK',\n",
-       "  'landmark': 'AUSTIN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Your request can not be processed at this time because of insufficient contact information. Please create a new Service Request on NYC.gov and provide more detailed contact information.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:46:24.000',\n",
-       "  'community_board': '06 QUEENS',\n",
-       "  'bbl': '4031047501',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1023207',\n",
-       "  'y_coordinate_state_plane': '203690',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72567291457075',\n",
-       "  'longitude': '-73.85944926426399',\n",
-       "  'location': {'latitude': '40.72567291457075',\n",
-       "   'longitude': '-73.85944926426399',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974720',\n",
-       "  'created_date': '2022-04-21T18:53:17.000',\n",
-       "  'closed_date': '2022-04-21T23:46:35.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Animal in a Park',\n",
-       "  'descriptor': 'Dog Off Leash',\n",
-       "  'location_type': 'Park',\n",
-       "  'incident_zip': '10029',\n",
-       "  'incident_address': 'THOMAS JEFFERSON PARK PATH',\n",
-       "  'street_name': 'THOMAS JEFFERSON PARK PATH',\n",
-       "  'cross_street_1': 'THOMAS JEFFERSON PARK PATH',\n",
-       "  'cross_street_2': 'EAST  112 STREET',\n",
-       "  'intersection_street_1': 'THOMAS JEFFERSON PARK PATH',\n",
-       "  'intersection_street_2': 'EAST  112 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"NYC Parks couldn't respond to your complaint because they had to devote resources to other critical services at the time. The agency will use your complaint for future planning.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T23:46:39.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001623',\n",
-       "  'y_coordinate_state_plane': '228367',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.79347366057293',\n",
-       "  'longitude': '-73.93725713258712',\n",
-       "  'location': {'latitude': '40.79347366057293',\n",
-       "   'longitude': '-73.93725713258712',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972565',\n",
-       "  'created_date': '2022-04-21T18:53:21.000',\n",
-       "  'closed_date': '2022-04-21T19:22:46.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10027',\n",
-       "  'incident_address': '80 WEST  120 STREET',\n",
-       "  'street_name': 'WEST  120 STREET',\n",
-       "  'cross_street_1': 'MT MORRIS PARK WEST',\n",
-       "  'cross_street_2': 'LENOX AVENUE',\n",
-       "  'intersection_street_1': 'MT MORRIS PARK WEST',\n",
-       "  'intersection_street_2': 'LENOX AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  120 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:22:50.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1017180067',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '998874',\n",
-       "  'y_coordinate_state_plane': '232312',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80430658511988',\n",
-       "  'longitude': '-73.94717659586026',\n",
-       "  'location': {'latitude': '40.80430658511988',\n",
-       "   'longitude': '-73.94717659586026',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971756',\n",
-       "  'created_date': '2022-04-21T18:53:27.000',\n",
-       "  'closed_date': '2022-04-25T13:16:51.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Illegal Tree Damage',\n",
-       "  'descriptor': 'Unauthorized Tree Removal',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11224',\n",
-       "  'incident_address': '3809 OCEAN VIEW AVENUE',\n",
-       "  'street_name': 'OCEAN VIEW AVENUE',\n",
-       "  'cross_street_1': 'HIGHLAND AVENUE',\n",
-       "  'cross_street_2': 'SEA GATE AVENUE',\n",
-       "  'intersection_street_1': 'HIGHLAND AVENUE',\n",
-       "  'intersection_street_2': 'SEA GATE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'OCEAN VIEW AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'No action was taken because NYC Parks determined that the issue is out of its jurisdiction. The condition may be on private property or in an area serviced by another organization.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T13:16:55.000',\n",
-       "  'community_board': '13 BROOKLYN',\n",
-       "  'bbl': '3069550028',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '981992',\n",
-       "  'y_coordinate_state_plane': '150678',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.580252068085464',\n",
-       "  'longitude': '-74.00812876793825',\n",
-       "  'location': {'latitude': '40.580252068085464',\n",
-       "   'longitude': '-74.00812876793825',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975042',\n",
-       "  'created_date': '2022-04-21T18:53:28.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Root/Sewer/Sidewalk Condition',\n",
-       "  'descriptor': 'Trees and Sidewalks Program',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10306',\n",
-       "  'incident_address': '122 BACHE AVENUE',\n",
-       "  'street_name': 'BACHE AVENUE',\n",
-       "  'cross_street_1': 'EDISON STREET',\n",
-       "  'cross_street_2': 'CLAWSON STREET',\n",
-       "  'intersection_street_1': 'EDISON STREET',\n",
-       "  'intersection_street_2': 'CLAWSON STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'BACHE AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '02 STATEN ISLAND',\n",
-       "  'bbl': '5036420046',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '953199',\n",
-       "  'y_coordinate_state_plane': '148145',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.573245393866856',\n",
-       "  'longitude': '-74.11177146348521',\n",
-       "  'location': {'latitude': '40.573245393866856',\n",
-       "   'longitude': '-74.11177146348521',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974498',\n",
-       "  'created_date': '2022-04-21T18:53:31.000',\n",
-       "  'closed_date': '2022-04-21T19:43:48.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11204',\n",
-       "  'incident_address': '1715 71 STREET',\n",
-       "  'street_name': '71 STREET',\n",
-       "  'cross_street_1': '17 AVENUE',\n",
-       "  'cross_street_2': '18 AVENUE',\n",
-       "  'intersection_street_1': '17 AVENUE',\n",
-       "  'intersection_street_2': '18 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '71 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:43:51.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3061710078',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '985525',\n",
-       "  'y_coordinate_state_plane': '163980',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61676356331794',\n",
-       "  'longitude': '-73.9954075075049',\n",
-       "  'location': {'latitude': '40.61676356331794',\n",
-       "   'longitude': '-73.9954075075049',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969613',\n",
-       "  'created_date': '2022-04-21T18:53:37.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Maintenance or Facility',\n",
-       "  'descriptor': 'Unsecured Facility',\n",
-       "  'location_type': 'Park',\n",
-       "  'incident_zip': '10001',\n",
-       "  'incident_address': '294 10 AVENUE',\n",
-       "  'street_name': '10 AVENUE',\n",
-       "  'cross_street_1': 'WEST   27 DRIVE',\n",
-       "  'cross_street_2': 'WEST   28 STREET',\n",
-       "  'intersection_street_1': 'WEST   27 DRIVE',\n",
-       "  'intersection_street_2': 'WEST   28 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '10 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'bbl': '1007240100',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '983625',\n",
-       "  'y_coordinate_state_plane': '212630',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Chelsea Park',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.750296761372525',\n",
-       "  'longitude': '-74.00225573432823',\n",
-       "  'location': {'latitude': '40.750296761372525',\n",
-       "   'longitude': '-74.00225573432823',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972553',\n",
-       "  'created_date': '2022-04-21T18:53:44.000',\n",
-       "  'closed_date': '2022-04-21T22:14:34.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '2280 LYON AVENUE',\n",
-       "  'street_name': 'LYON AVENUE',\n",
-       "  'cross_street_1': 'DORIS STREET',\n",
-       "  'cross_street_2': 'GLOVER STREET',\n",
-       "  'intersection_street_1': 'DORIS STREET',\n",
-       "  'intersection_street_2': 'GLOVER STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'LYON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:14:38.000',\n",
-       "  'community_board': '10 BRONX',\n",
-       "  'bbl': '2039650018',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1025789',\n",
-       "  'y_coordinate_state_plane': '244011',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83633145006716',\n",
-       "  'longitude': '-73.84988453655926',\n",
-       "  'location': {'latitude': '40.83633145006716',\n",
-       "   'longitude': '-73.84988453655926',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975281',\n",
-       "  'created_date': '2022-04-21T18:54:13.000',\n",
-       "  'closed_date': '2022-04-22T12:35:19.000',\n",
-       "  'agency': 'DCA',\n",
-       "  'agency_name': 'Department of Consumer Affairs',\n",
-       "  'complaint_type': 'Consumer Complaint',\n",
-       "  'descriptor': 'Restaurant',\n",
-       "  'location_type': 'Business',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '41-70 MAIN STREET',\n",
-       "  'street_name': 'MAIN STREET',\n",
-       "  'cross_street_1': 'SANFORD AVENUE',\n",
-       "  'cross_street_2': 'MAPLE AVENUE',\n",
-       "  'intersection_street_1': 'SANFORD AVENUE',\n",
-       "  'intersection_street_2': 'MAPLE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': 'MAIN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Consumer Affairs (DCA) received your report. DCA will investigate your request and work with other relevant City agencies to resolve it. If necessary, the City will take enforcement action.   To check the status of your complaint, call 311 with your Service Request Number.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T12:35:24.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4051210020',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1031727',\n",
-       "  'y_coordinate_state_plane': '214842',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75624069613587',\n",
-       "  'longitude': '-73.82863180237061',\n",
-       "  'location': {'latitude': '40.75624069613587',\n",
-       "   'longitude': '-73.82863180237061',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974515',\n",
-       "  'created_date': '2022-04-21T18:54:22.000',\n",
-       "  'closed_date': '2022-04-21T19:26:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11385',\n",
-       "  'incident_address': '74-47 65 STREET',\n",
-       "  'street_name': '65 STREET',\n",
-       "  'cross_street_1': 'CYPRESS HILLS STREET',\n",
-       "  'cross_street_2': 'COOPER AVENUE',\n",
-       "  'intersection_street_1': 'CYPRESS HILLS STREET',\n",
-       "  'intersection_street_2': 'COOPER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'RIDGEWOOD',\n",
-       "  'landmark': '65 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:26:27.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4036000080',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1014896',\n",
-       "  'y_coordinate_state_plane': '194327',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.700006428478545',\n",
-       "  'longitude': '-73.88947663167545',\n",
-       "  'location': {'latitude': '40.700006428478545',\n",
-       "   'longitude': '-73.88947663167545',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974697',\n",
-       "  'created_date': '2022-04-21T18:54:24.000',\n",
-       "  'closed_date': '2022-04-21T19:55:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10467',\n",
-       "  'incident_address': '3505 ROCHAMBEAU AVENUE',\n",
-       "  'street_name': 'ROCHAMBEAU AVENUE',\n",
-       "  'cross_street_1': 'EAST GUN HILL ROAD',\n",
-       "  'cross_street_2': 'EAST  212 STREET',\n",
-       "  'intersection_street_1': 'EAST GUN HILL ROAD',\n",
-       "  'intersection_street_2': 'EAST  212 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'ROCHAMBEAU AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:55:33.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2033280125',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1017647',\n",
-       "  'y_coordinate_state_plane': '260607',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.88191698583422',\n",
-       "  'longitude': '-73.87922572142527',\n",
-       "  'location': {'latitude': '40.88191698583422',\n",
-       "   'longitude': '-73.87922572142527',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975503',\n",
-       "  'created_date': '2022-04-21T18:54:48.000',\n",
-       "  'closed_date': '2022-04-21T21:14:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11368',\n",
-       "  'incident_address': '50-44 96 STREET',\n",
-       "  'street_name': '96 STREET',\n",
-       "  'cross_street_1': '51 AVENUE',\n",
-       "  'cross_street_2': 'CHRISTIE AVENUE',\n",
-       "  'intersection_street_1': '51 AVENUE',\n",
-       "  'intersection_street_2': 'CHRISTIE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CORONA',\n",
-       "  'landmark': '96 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:14:26.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4018870054',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1021238',\n",
-       "  'y_coordinate_state_plane': '209196',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.740793965732706',\n",
-       "  'longitude': '-73.86652282649955',\n",
-       "  'location': {'latitude': '40.740793965732706',\n",
-       "   'longitude': '-73.86652282649955',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973868',\n",
-       "  'created_date': '2022-04-21T18:54:52.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'incident_address': '1105 THIERIOT AVENUE',\n",
-       "  'street_name': 'THIERIOT AVENUE',\n",
-       "  'cross_street_1': 'GLEASON AVENUE',\n",
-       "  'cross_street_2': 'WATSON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Transportation referred this complaint to the appropriate Maintenance Unit for repair.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T18:54:52.000',\n",
-       "  'community_board': 'Unspecified BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX'},\n",
-       " {'unique_key': '53968419',\n",
-       "  'created_date': '2022-04-21T18:55:10.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Damaged Tree',\n",
-       "  'descriptor': 'Branch or Limb Has Fallen Down',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11422',\n",
-       "  'incident_address': '243-15 135 AVENUE',\n",
-       "  'street_name': '135 AVENUE',\n",
-       "  'cross_street_1': '243 STREET',\n",
-       "  'cross_street_2': '244 STREET',\n",
-       "  'intersection_street_1': '243 STREET',\n",
-       "  'intersection_street_2': '244 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ROSEDALE',\n",
-       "  'landmark': '135 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'NYC Parks created a work order for the tree condition and expects to address the issue within 120 days from the date of the tree assessment, barring any weather-related requests.   NYC Parks work priority categories range from Category A through D, with A being the most critical and time-sensitive. We will complete all work in Category A first and address work in lower priority categories in accordance with available resources. For more information about the Tree Risk Management Program, visit the NYC Urban Forest page on the NYC Parks website at nyc.gov/parks/trees.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T10:23:50.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4132140003',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1058622',\n",
-       "  'y_coordinate_state_plane': '183969',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.67131676201394',\n",
-       "  'longitude': '-73.73189588163073',\n",
-       "  'location': {'latitude': '40.67131676201394',\n",
-       "   'longitude': '-73.73189588163073',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972741',\n",
-       "  'created_date': '2022-04-21T18:55:12.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'RADIATOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '836 CROWN STREET',\n",
-       "  'street_name': 'CROWN STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3014200024',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003684',\n",
-       "  'y_coordinate_state_plane': '181614',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66514387532739',\n",
-       "  'longitude': '-73.9299488291668',\n",
-       "  'location': {'latitude': '40.66514387532739',\n",
-       "   'longitude': '-73.9299488291668',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975832',\n",
-       "  'created_date': '2022-04-21T18:55:19.000',\n",
-       "  'closed_date': '2022-04-21T19:17:51.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11207',\n",
-       "  'incident_address': '609 SUTTER AVENUE',\n",
-       "  'street_name': 'SUTTER AVENUE',\n",
-       "  'cross_street_1': 'GEORGIA AVENUE',\n",
-       "  'cross_street_2': 'SHEFFIELD AVENUE',\n",
-       "  'intersection_street_1': 'GEORGIA AVENUE',\n",
-       "  'intersection_street_2': 'SHEFFIELD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SUTTER AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:17:55.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3037530038',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1012975',\n",
-       "  'y_coordinate_state_plane': '183100',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66919734323511',\n",
-       "  'longitude': '-73.8964524840768',\n",
-       "  'location': {'latitude': '40.66919734323511',\n",
-       "   'longitude': '-73.8964524840768',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969323',\n",
-       "  'created_date': '2022-04-21T18:55:23.000',\n",
-       "  'closed_date': '2022-04-22T09:49:44.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10029',\n",
-       "  'incident_address': '76 EAST  116 STREET',\n",
-       "  'street_name': 'EAST  116 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted a tenant in the building and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1016210036',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999780',\n",
-       "  'y_coordinate_state_plane': '230591',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.799581366467',\n",
-       "  'longitude': '-73.94390801142643',\n",
-       "  'location': {'latitude': '40.799581366467',\n",
-       "   'longitude': '-73.94390801142643',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975336',\n",
-       "  'created_date': '2022-04-21T18:55:39.000',\n",
-       "  'closed_date': '2022-04-22T14:52:52.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Dirty Condition',\n",
-       "  'descriptor': 'Trash',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11375',\n",
-       "  'incident_address': '70 ROAD',\n",
-       "  'street_name': '70 ROAD',\n",
-       "  'cross_street_1': '70 ROAD',\n",
-       "  'cross_street_2': 'AUSTIN STREET',\n",
-       "  'intersection_street_1': '70 ROAD',\n",
-       "  'intersection_street_2': 'AUSTIN STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no violation at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:52:56.000',\n",
-       "  'community_board': '06 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1026967',\n",
-       "  'y_coordinate_state_plane': '201836',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72056678305982',\n",
-       "  'longitude': '-73.84589556916187',\n",
-       "  'location': {'latitude': '40.72056678305982',\n",
-       "   'longitude': '-73.84589556916187',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970085',\n",
-       "  'created_date': '2022-04-21T18:55:41.000',\n",
-       "  'closed_date': '2022-04-21T20:42:37.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11372',\n",
-       "  'incident_address': '35-25 86 STREET',\n",
-       "  'street_name': '86 STREET',\n",
-       "  'cross_street_1': '35 AVENUE',\n",
-       "  'cross_street_2': '37 AVENUE',\n",
-       "  'intersection_street_1': '35 AVENUE',\n",
-       "  'intersection_street_2': '37 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JACKSON HEIGHTS',\n",
-       "  'landmark': '86 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:42:39.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'bbl': '4014600062',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1017251',\n",
-       "  'y_coordinate_state_plane': '213216',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75184362326569',\n",
-       "  'longitude': '-73.88089081586148',\n",
-       "  'location': {'latitude': '40.75184362326569',\n",
-       "   'longitude': '-73.88089081586148',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968928',\n",
-       "  'created_date': '2022-04-21T18:56:00.000',\n",
-       "  'closed_date': '2022-04-21T19:33:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10028',\n",
-       "  'incident_address': '1586 SECOND AVENUE',\n",
-       "  'street_name': 'SECOND AVENUE',\n",
-       "  'cross_street_1': 'EAST   82 STREET',\n",
-       "  'cross_street_2': 'EAST   83 STREET',\n",
-       "  'intersection_street_1': 'EAST   82 STREET',\n",
-       "  'intersection_street_2': 'EAST   83 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '2 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:33:18.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1015450002',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997138',\n",
-       "  'y_coordinate_state_plane': '221814',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.77549510306809',\n",
-       "  'longitude': '-73.9534673500435',\n",
-       "  'location': {'latitude': '40.77549510306809',\n",
-       "   'longitude': '-73.9534673500435',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972452',\n",
-       "  'created_date': '2022-04-21T18:56:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Light Condition',\n",
-       "  'descriptor': 'Street Light Lamp Dim',\n",
-       "  'incident_zip': '11367',\n",
-       "  'intersection_street_1': '65 AVENUE',\n",
-       "  'intersection_street_2': 'KISSENA BOULEVARD',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'QUEENS',\n",
-       "  'status': 'Open',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1035603',\n",
-       "  'y_coordinate_state_plane': '207891',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.73714032663115',\n",
-       "  'longitude': '-73.8146944984983',\n",
-       "  'location': {'latitude': '40.73714032663115',\n",
-       "   'longitude': '-73.8146944984983',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975645',\n",
-       "  'created_date': '2022-04-21T18:56:26.000',\n",
-       "  'closed_date': '2022-04-21T21:55:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11004',\n",
-       "  'incident_address': '81-07 254 STREET',\n",
-       "  'street_name': '254 STREET',\n",
-       "  'cross_street_1': '81 AVENUE',\n",
-       "  'cross_street_2': '82 AVENUE',\n",
-       "  'intersection_street_1': '81 AVENUE',\n",
-       "  'intersection_street_2': '82 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'GLEN OAKS',\n",
-       "  'landmark': '254 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:55:27.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4087290065',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1063034',\n",
-       "  'y_coordinate_state_plane': '209541',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74146733147382',\n",
-       "  'longitude': '-73.71569194574559',\n",
-       "  'location': {'latitude': '40.74146733147382',\n",
-       "   'longitude': '-73.71569194574559',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973459',\n",
-       "  'created_date': '2022-04-21T18:56:39.000',\n",
-       "  'closed_date': '2022-04-25T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'General Construction/Plumbing',\n",
-       "  'descriptor': 'Debris - Excessive',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '238 EAST   52 STREET',\n",
-       "  'street_name': 'EAST   52 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Buildings investigated this complaint and issued an Office of Administrative Trials and Hearings (OATH) summons.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3046570011',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1004007',\n",
-       "  'y_coordinate_state_plane': '177945',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65507256702919',\n",
-       "  'longitude': '-73.92879530453536',\n",
-       "  'location': {'latitude': '40.65507256702919',\n",
-       "   'longitude': '-73.92879530453536',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971191',\n",
-       "  'created_date': '2022-04-21T18:56:40.000',\n",
-       "  'closed_date': '2022-04-22T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Emergency Response Team (ERT)',\n",
-       "  'descriptor': 'After Hours Work - Illegal',\n",
-       "  'incident_zip': '10031',\n",
-       "  'incident_address': '561 WEST  141 STREET',\n",
-       "  'street_name': 'WEST  141 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Assigned',\n",
-       "  'resolution_description': 'The Department of Buildings attempted to investigate this complaint but could not gain access to the location. Please schedule an appointment for a follow up inspection by contacting the appropriate unit at Department of Buildings. You can find contact information at https://www1.nyc.gov/site/buildings/about/contact-us.page.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '09 MANHATTAN',\n",
-       "  'bbl': '1020730001',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997685',\n",
-       "  'y_coordinate_state_plane': '239318',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.82353798396816',\n",
-       "  'longitude': '-73.95145736248975',\n",
-       "  'location': {'latitude': '40.82353798396816',\n",
-       "   'longitude': '-73.95145736248975',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969784',\n",
-       "  'created_date': '2022-04-21T18:56:42.000',\n",
-       "  'closed_date': '2022-04-22T13:35:33.000',\n",
-       "  'agency': 'DCA',\n",
-       "  'agency_name': 'Department of Consumer Affairs',\n",
-       "  'complaint_type': 'Consumer Complaint',\n",
-       "  'descriptor': 'Garage/Parking Lot',\n",
-       "  'location_type': 'Business',\n",
-       "  'incident_zip': '10011',\n",
-       "  'incident_address': '549 WEST   23 STREET',\n",
-       "  'street_name': 'WEST   23 STREET',\n",
-       "  'cross_street_1': 'HIGH LINE',\n",
-       "  'cross_street_2': '11 AVENUE',\n",
-       "  'intersection_street_1': 'HIGH LINE',\n",
-       "  'intersection_street_2': '11 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   23 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Consumer Affairs has already mailed you a complaint form. In order for DCA to be able to help, you must complete that form and return it to DCA along with requested documentation. DCA will contact you approximately 30 days after receiving your complete complaint which we must forward to the reported business for its response. If you do not receive the complaint form within 15 days from the date of your initial request, please call 311 back.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T13:35:37.000',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'bbl': '1006957503',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '982665',\n",
-       "  'y_coordinate_state_plane': '211922',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.748353359866705',\n",
-       "  'longitude': '-74.00572037538063',\n",
-       "  'location': {'latitude': '40.748353359866705',\n",
-       "   'longitude': '-74.00572037538063',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970735',\n",
-       "  'created_date': '2022-04-21T18:57:22.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Food Establishment',\n",
-       "  'descriptor': 'Rodents/Insects/Garbage',\n",
-       "  'location_type': 'Restaurant/Bar/Deli/Bakery',\n",
-       "  'incident_zip': '10310',\n",
-       "  'incident_address': '1211 CASTLETON AVENUE',\n",
-       "  'street_name': 'CASTLETON AVENUE',\n",
-       "  'cross_street_1': 'ROE STREET',\n",
-       "  'cross_street_2': 'TAYLOR STREET',\n",
-       "  'intersection_street_1': 'ROE STREET',\n",
-       "  'intersection_street_2': 'TAYLOR STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'CASTLETON AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has sent official written notification to the Owner/Landlord warning them of potential violations and instructing them to correct the situation. If the situation persists 21 days after your initial complaint, please make a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:40:29.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5001980148',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '950191',\n",
-       "  'y_coordinate_state_plane': '170324',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.63411112516305',\n",
-       "  'longitude': '-74.12271091237241',\n",
-       "  'location': {'latitude': '40.63411112516305',\n",
-       "   'longitude': '-74.12271091237241',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975739',\n",
-       "  'created_date': '2022-04-21T18:57:31.000',\n",
-       "  'closed_date': '2022-04-21T19:43:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Commercial',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Store/Commercial',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '101 WEST   75 STREET',\n",
-       "  'street_name': 'WEST   75 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_1': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   75 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:43:03.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011470029',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '990401',\n",
-       "  'y_coordinate_state_plane': '223289',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.77955084474236',\n",
-       "  'longitude': '-73.97779021160294',\n",
-       "  'location': {'latitude': '40.77955084474236',\n",
-       "   'longitude': '-73.97779021160294',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975322',\n",
-       "  'created_date': '2022-04-21T18:57:59.000',\n",
-       "  'closed_date': '2022-04-21T19:17:47.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Crosswalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10025',\n",
-       "  'incident_address': '276 RIVERSIDE DRIVE',\n",
-       "  'street_name': 'RIVERSIDE DRIVE',\n",
-       "  'cross_street_1': 'WEST END AVENUE',\n",
-       "  'cross_street_2': 'RIVERSIDE DRIVE',\n",
-       "  'intersection_street_1': 'WEST END AVENUE',\n",
-       "  'intersection_street_2': 'RIVERSIDE DRIVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'RIVERSIDE DRIVE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:17:52.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1018880087',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '991738',\n",
-       "  'y_coordinate_state_plane': '230153',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.798389650587495',\n",
-       "  'longitude': '-73.97295497300625',\n",
-       "  'location': {'latitude': '40.798389650587495',\n",
-       "   'longitude': '-73.97295497300625',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972491',\n",
-       "  'created_date': '2022-04-21T18:58:09.000',\n",
-       "  'closed_date': '2022-04-21T20:38:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10455',\n",
-       "  'incident_address': '869 EAST  147 STREET',\n",
-       "  'street_name': 'EAST  147 STREET',\n",
-       "  'cross_street_1': 'TIMPSON PLACE',\n",
-       "  'cross_street_2': 'AUSTIN PLACE',\n",
-       "  'intersection_street_1': 'TIMPSON PLACE',\n",
-       "  'intersection_street_2': 'AUSTIN PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  147 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:38:59.000',\n",
-       "  'community_board': '01 BRONX',\n",
-       "  'bbl': '2026007501',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1010639',\n",
-       "  'y_coordinate_state_plane': '234547',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.81041373338716',\n",
-       "  'longitude': '-73.90467143662154',\n",
-       "  'location': {'latitude': '40.81041373338716',\n",
-       "   'longitude': '-73.90467143662154',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974368',\n",
-       "  'created_date': '2022-04-21T18:58:16.000',\n",
-       "  'closed_date': '2022-04-21T19:25:32.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': '329 CLIFTON PLACE',\n",
-       "  'street_name': 'CLIFTON PLACE',\n",
-       "  'cross_street_1': 'NOSTRAND AVENUE',\n",
-       "  'cross_street_2': 'MARCY AVENUE',\n",
-       "  'intersection_street_1': 'NOSTRAND AVENUE',\n",
-       "  'intersection_street_2': 'MARCY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'CLIFTON PLACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:25:35.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3017890079',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '998278',\n",
-       "  'y_coordinate_state_plane': '190432',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68935750501746',\n",
-       "  'longitude': '-73.94941676321658',\n",
-       "  'location': {'latitude': '40.68935750501746',\n",
-       "   'longitude': '-73.94941676321658',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973468',\n",
-       "  'created_date': '2022-04-21T18:58:17.000',\n",
-       "  'closed_date': '2022-04-21T20:20:33.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11236',\n",
-       "  'incident_address': '34 PAERDEGAT    8 STREET',\n",
-       "  'street_name': 'PAERDEGAT    8 STREET',\n",
-       "  'cross_street_1': 'PAERDEGAT AVENUE NORTH',\n",
-       "  'cross_street_2': 'EAST   80 STREET',\n",
-       "  'intersection_street_1': 'PAERDEGAT AVENUE NORTH',\n",
-       "  'intersection_street_2': 'EAST   80 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'PAERDEGAT    8 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:20:39.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3080580028',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1010120',\n",
-       "  'y_coordinate_state_plane': '168842',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.630071052953326',\n",
-       "  'longitude': '-73.90679882880042',\n",
-       "  'location': {'latitude': '40.630071052953326',\n",
-       "   'longitude': '-73.90679882880042',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970813',\n",
-       "  'created_date': '2022-04-21T18:58:17.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Sidewalk Condition',\n",
-       "  'descriptor': 'Broken Sidewalk',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': '18 PARK PLACE',\n",
-       "  'street_name': 'PARK PLACE',\n",
-       "  'cross_street_1': '5 AVENUE',\n",
-       "  'cross_street_2': '6 AVENUE',\n",
-       "  'intersection_street_1': '5 AVENUE',\n",
-       "  'intersection_street_2': '6 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'PARK PLACE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '06 BROOKLYN',\n",
-       "  'bbl': '3009410015',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990488',\n",
-       "  'y_coordinate_state_plane': '186794',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.679380944516396',\n",
-       "  'longitude': '-73.97750990785352',\n",
-       "  'location': {'latitude': '40.679380944516396',\n",
-       "   'longitude': '-73.97750990785352',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971136',\n",
-       "  'created_date': '2022-04-21T18:58:18.000',\n",
-       "  'closed_date': '2022-04-21T19:16:19.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Traffic',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '1808 HONE AVENUE',\n",
-       "  'street_name': 'HONE AVENUE',\n",
-       "  'cross_street_1': 'DANIEL C CESTARO WAY',\n",
-       "  'cross_street_2': 'RHINELANDER AVENUE',\n",
-       "  'intersection_street_1': 'DANIEL C CESTARO WAY',\n",
-       "  'intersection_street_2': 'RHINELANDER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'HONE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:16:22.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2041290040',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1024374',\n",
-       "  'y_coordinate_state_plane': '248708',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.849229865975516',\n",
-       "  'longitude': '-73.85497001294844',\n",
-       "  'location': {'latitude': '40.849229865975516',\n",
-       "   'longitude': '-73.85497001294844',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972033',\n",
-       "  'created_date': '2022-04-21T18:58:23.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Missed Collection',\n",
-       "  'descriptor': 'Bulky Recycling',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11233',\n",
-       "  'incident_address': '446 HALSEY STREET',\n",
-       "  'street_name': 'HALSEY STREET',\n",
-       "  'cross_street_1': 'MARCUS GARVEY BOULEVARD',\n",
-       "  'cross_street_2': 'LEWIS AVENUE',\n",
-       "  'intersection_street_1': 'MARCUS GARVEY BOULEVARD',\n",
-       "  'intersection_street_2': 'LEWIS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'HALSEY STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no condition at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T13:41:19.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3016640032',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1001883',\n",
-       "  'y_coordinate_state_plane': '188243',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68334275473686',\n",
-       "  'longitude': '-73.93642331101925',\n",
-       "  'location': {'latitude': '40.68334275473686',\n",
-       "   'longitude': '-73.93642331101925',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970534',\n",
-       "  'created_date': '2022-04-21T18:58:24.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'HEAVY FLOW',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10451',\n",
-       "  'incident_address': '831 GERARD AVENUE',\n",
-       "  'street_name': 'GERARD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2024830059',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1004859',\n",
-       "  'y_coordinate_state_plane': '240409',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.82651864282302',\n",
-       "  'longitude': '-73.92553330112722',\n",
-       "  'location': {'latitude': '40.82651864282302',\n",
-       "   'longitude': '-73.92553330112722',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974929',\n",
-       "  'created_date': '2022-04-21T18:58:28.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'ELEVATOR',\n",
-       "  'descriptor': 'MAINTENANCE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '836 CROWN STREET',\n",
-       "  'street_name': 'CROWN STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3014200024',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003684',\n",
-       "  'y_coordinate_state_plane': '181614',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66514387532739',\n",
-       "  'longitude': '-73.9299488291668',\n",
-       "  'location': {'latitude': '40.66514387532739',\n",
-       "   'longitude': '-73.9299488291668',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972642',\n",
-       "  'created_date': '2022-04-21T18:58:40.000',\n",
-       "  'closed_date': '2022-04-23T13:41:51.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10457',\n",
-       "  'incident_address': '2176 TIEBOUT AVENUE',\n",
-       "  'street_name': 'TIEBOUT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2031430130',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012350',\n",
-       "  'y_coordinate_state_plane': '250589',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85443910241399',\n",
-       "  'longitude': '-73.8984233658015',\n",
-       "  'location': {'latitude': '40.85443910241399',\n",
-       "   'longitude': '-73.8984233658015',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967913',\n",
-       "  'created_date': '2022-04-21T18:58:47.000',\n",
-       "  'closed_date': '2022-04-21T20:08:20.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10470',\n",
-       "  'incident_address': '360 EAST  234 STREET',\n",
-       "  'street_name': 'EAST  234 STREET',\n",
-       "  'cross_street_1': 'KATONAH AVENUE',\n",
-       "  'cross_street_2': 'VIREO AVENUE',\n",
-       "  'intersection_street_1': 'KATONAH AVENUE',\n",
-       "  'intersection_street_2': 'VIREO AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  234 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:08:24.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2033820050',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021274',\n",
-       "  'y_coordinate_state_plane': '266111',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89700924172494',\n",
-       "  'longitude': '-73.86607891380385',\n",
-       "  'location': {'latitude': '40.89700924172494',\n",
-       "   'longitude': '-73.86607891380385',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974949',\n",
-       "  'created_date': '2022-04-21T18:59:39.000',\n",
-       "  'closed_date': '2022-04-21T19:31:47.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10001',\n",
-       "  'incident_address': '146 WEST   26 STREET',\n",
-       "  'street_name': 'WEST   26 STREET',\n",
-       "  'cross_street_1': 'AVENUE OF THE AMERICAS',\n",
-       "  'cross_street_2': '7 AVENUE',\n",
-       "  'intersection_street_1': 'AVENUE OF THE AMERICAS',\n",
-       "  'intersection_street_2': '7 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   26 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:31:50.000',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'bbl': '1008017502',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986250',\n",
-       "  'y_coordinate_state_plane': '210835',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.74536973368716',\n",
-       "  'longitude': '-73.99278218397579',\n",
-       "  'location': {'latitude': '40.74536973368716',\n",
-       "   'longitude': '-73.99278218397579',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968805',\n",
-       "  'created_date': '2022-04-21T19:00:00.000',\n",
-       "  'closed_date': '2022-04-22T09:19:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise, Barking Dog (NR5)',\n",
-       "  'incident_zip': '11234',\n",
-       "  'incident_address': '1631 EAST   33 STREET',\n",
-       "  'street_name': 'EAST   33 STREET',\n",
-       "  'cross_street_1': 'AVENUE P',\n",
-       "  'cross_street_2': 'QUENTIN RD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that an inspection is not warranted to investigate this complaint at this time and sent a letter to the complainant and/or respondent.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:19:00.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3077060025',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000875',\n",
-       "  'y_coordinate_state_plane': '163081',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61428048928466',\n",
-       "  'longitude': '-73.94011972265166',\n",
-       "  'location': {'latitude': '40.61428048928466',\n",
-       "   'longitude': '-73.94011972265166',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974597',\n",
-       "  'created_date': '2022-04-21T19:00:00.000',\n",
-       "  'closed_date': '2022-04-22T09:19:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Light Condition',\n",
-       "  'descriptor': 'Street Light Out',\n",
-       "  'incident_zip': '10469',\n",
-       "  'intersection_street_1': 'KINGSLAND AVENUE',\n",
-       "  'intersection_street_2': 'SEXTON PLACE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:19:00.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1027671',\n",
-       "  'y_coordinate_state_plane': '257916',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.87448741018547',\n",
-       "  'longitude': '-73.8429932290429',\n",
-       "  'location': {'latitude': '40.87448741018547',\n",
-       "   'longitude': '-73.8429932290429',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974580',\n",
-       "  'created_date': '2022-04-21T19:00:08.000',\n",
-       "  'closed_date': '2022-04-21T19:50:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Graffiti',\n",
-       "  'descriptor': 'Police Report Requested',\n",
-       "  'location_type': 'Store/Commercial',\n",
-       "  'incident_zip': '10468',\n",
-       "  'incident_address': '2670 CRESTON AVENUE',\n",
-       "  'street_name': 'CRESTON AVENUE',\n",
-       "  'cross_street_1': 'EAST KINGSBRIDGE ROAD',\n",
-       "  'cross_street_2': 'EAST  196 STREET',\n",
-       "  'intersection_street_1': 'EAST KINGSBRIDGE ROAD',\n",
-       "  'intersection_street_2': 'EAST  196 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'CRESTON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:50:33.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2033140001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1013254',\n",
-       "  'y_coordinate_state_plane': '255170',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86700963585314',\n",
-       "  'longitude': '-73.895135741712',\n",
-       "  'location': {'latitude': '40.86700963585314',\n",
-       "   'longitude': '-73.895135741712',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969704',\n",
-       "  'created_date': '2022-04-21T19:00:13.000',\n",
-       "  'closed_date': '2022-04-22T09:48:26.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Defective Hardware',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10024',\n",
-       "  'incident_address': '118 WEST   79 STREET',\n",
-       "  'street_name': 'WEST   79 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_1': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   79 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation inspected the condition and issued a Corrective Action Repair (CAR) to the contractor or utility company. The responsible party has a maximum of 30 days to correct the condition. If the condition still exists, a summons will be issued. In some cases, the Department of Transportation will make the repairs and charge the responsible party for the costs.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:48:29.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011500037',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '990819',\n",
-       "  'y_coordinate_state_plane': '224283',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.78227881056238',\n",
-       "  'longitude': '-73.97627994187215',\n",
-       "  'location': {'latitude': '40.78227881056238',\n",
-       "   'longitude': '-73.97627994187215',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970868',\n",
-       "  'created_date': '2022-04-21T19:00:18.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Driver Complaint - Non Passenger',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10001',\n",
-       "  'incident_address': '146 WEST   26 STREET',\n",
-       "  'street_name': 'WEST   26 STREET',\n",
-       "  'cross_street_1': 'AVENUE OF THE AMERICAS',\n",
-       "  'cross_street_2': '7 AVENUE',\n",
-       "  'intersection_street_1': 'AVENUE OF THE AMERICAS',\n",
-       "  'intersection_street_2': '7 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   26 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:49.000',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'bbl': '1008017502',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986250',\n",
-       "  'y_coordinate_state_plane': '210835',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'taxi_pick_up_location': '146 WEST   26 STREET, MANHATTAN (NEW YORK), NY, 10001',\n",
-       "  'latitude': '40.74536973368716',\n",
-       "  'longitude': '-73.99278218397579',\n",
-       "  'location': {'latitude': '40.74536973368716',\n",
-       "   'longitude': '-73.99278218397579',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970012',\n",
-       "  'created_date': '2022-04-21T19:00:31.000',\n",
-       "  'closed_date': '2022-04-21T21:11:13.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11357',\n",
-       "  'incident_address': '22-03 160 STREET',\n",
-       "  'street_name': '160 STREET',\n",
-       "  'cross_street_1': '22 AVENUE',\n",
-       "  'cross_street_2': '23 AVENUE',\n",
-       "  'intersection_street_1': '22 AVENUE',\n",
-       "  'intersection_street_2': '23 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'WHITESTONE',\n",
-       "  'landmark': '160 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:11:16.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4048800045',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1038679',\n",
-       "  'y_coordinate_state_plane': '222728',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.77784560546183',\n",
-       "  'longitude': '-73.80347478183438',\n",
-       "  'location': {'latitude': '40.77784560546183',\n",
-       "   'longitude': '-73.80347478183438',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974667',\n",
-       "  'created_date': '2022-04-21T19:00:34.000',\n",
-       "  'closed_date': '2022-04-21T19:44:35.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1234 STRATFORD AVENUE',\n",
-       "  'street_name': 'STRATFORD AVENUE',\n",
-       "  'cross_street_1': 'PELHAM LINE',\n",
-       "  'cross_street_2': 'EAST  172 STREET',\n",
-       "  'intersection_street_1': 'PELHAM LINE',\n",
-       "  'intersection_street_2': 'EAST  172 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'STRATFORD AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:44:38.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037770015',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1018644',\n",
-       "  'y_coordinate_state_plane': '241759',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83018108184639',\n",
-       "  'longitude': '-73.87571695998837',\n",
-       "  'location': {'latitude': '40.83018108184639',\n",
-       "   'longitude': '-73.87571695998837',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969158',\n",
-       "  'created_date': '2022-04-21T19:00:35.000',\n",
-       "  'closed_date': '2022-04-21T21:03:47.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '180 ERASMUS STREET',\n",
-       "  'street_name': 'ERASMUS STREET',\n",
-       "  'cross_street_1': 'LLOYD STREET',\n",
-       "  'cross_street_2': 'NOSTRAND AVENUE',\n",
-       "  'intersection_street_1': 'LLOYD STREET',\n",
-       "  'intersection_street_2': 'NOSTRAND AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ERASMUS STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:03:51.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3051080039',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '998098',\n",
-       "  'y_coordinate_state_plane': '176002',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64975066845069',\n",
-       "  'longitude': '-73.95009546417745',\n",
-       "  'location': {'latitude': '40.64975066845069',\n",
-       "   'longitude': '-73.95009546417745',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970770',\n",
-       "  'created_date': '2022-04-21T19:00:40.000',\n",
-       "  'closed_date': '2022-04-22T01:28:01.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10456',\n",
-       "  'incident_address': '1181 SHERMAN AVENUE',\n",
-       "  'street_name': 'SHERMAN AVENUE',\n",
-       "  'cross_street_1': 'MCCLELLAN STREET',\n",
-       "  'cross_street_2': 'EAST  167 STREET',\n",
-       "  'intersection_street_1': 'MCCLELLAN STREET',\n",
-       "  'intersection_street_2': 'EAST  167 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'SHERMAN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:28:03.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2024560240',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1007514',\n",
-       "  'y_coordinate_state_plane': '243037',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.833725152518625',\n",
-       "  'longitude': '-73.91593085620151',\n",
-       "  'location': {'latitude': '40.833725152518625',\n",
-       "   'longitude': '-73.91593085620151',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967826',\n",
-       "  'created_date': '2022-04-21T19:00:43.000',\n",
-       "  'closed_date': '2022-04-21T21:06:47.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11368',\n",
-       "  'incident_address': '42-15 104 STREET',\n",
-       "  'street_name': '104 STREET',\n",
-       "  'cross_street_1': '42 AVENUE',\n",
-       "  'cross_street_2': '43 AVENUE',\n",
-       "  'intersection_street_1': '42 AVENUE',\n",
-       "  'intersection_street_2': '43 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CORONA',\n",
-       "  'landmark': '104 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:06:51.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4019860078',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1022813',\n",
-       "  'y_coordinate_state_plane': '211894',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74819256400965',\n",
-       "  'longitude': '-73.86082372491146',\n",
-       "  'location': {'latitude': '40.74819256400965',\n",
-       "   'longitude': '-73.86082372491146',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968934',\n",
-       "  'created_date': '2022-04-21T19:00:46.000',\n",
-       "  'closed_date': '2022-04-21T22:29:04.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10465',\n",
-       "  'incident_address': '3153 RANDALL AVENUE',\n",
-       "  'street_name': 'RANDALL AVENUE',\n",
-       "  'cross_street_1': 'ELLSWORTH AVENUE',\n",
-       "  'cross_street_2': 'VINCENT AVENUE',\n",
-       "  'intersection_street_1': 'ELLSWORTH AVENUE',\n",
-       "  'intersection_street_2': 'VINCENT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'RANDALL AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:29:08.000',\n",
-       "  'community_board': '10 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1034840',\n",
-       "  'y_coordinate_state_plane': '241136',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.828393208587954',\n",
-       "  'longitude': '-73.81719740349678',\n",
-       "  'location': {'latitude': '40.828393208587954',\n",
-       "   'longitude': '-73.81719740349678',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968734',\n",
-       "  'created_date': '2022-04-21T19:00:53.000',\n",
-       "  'closed_date': '2022-04-22T13:43:34.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Dirty Condition',\n",
-       "  'descriptor': 'Broken Glass',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10013',\n",
-       "  'incident_address': '185 GRAND STREET',\n",
-       "  'street_name': 'GRAND STREET',\n",
-       "  'cross_street_1': 'BAXTER STREET',\n",
-       "  'cross_street_2': 'MULBERRY STREET',\n",
-       "  'intersection_street_1': 'BAXTER STREET',\n",
-       "  'intersection_street_2': 'MULBERRY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'GRAND STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and issued a Notice of Violation.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T13:43:40.000',\n",
-       "  'community_board': '02 MANHATTAN',\n",
-       "  'bbl': '1002360018',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '984928',\n",
-       "  'y_coordinate_state_plane': '201374',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.71940181188577',\n",
-       "  'longitude': '-73.99755411372688',\n",
-       "  'location': {'latitude': '40.71940181188577',\n",
-       "   'longitude': '-73.99755411372688',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975767',\n",
-       "  'created_date': '2022-04-21T19:00:55.000',\n",
-       "  'closed_date': '2022-04-21T20:39:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10455',\n",
-       "  'incident_address': '869 EAST  147 STREET',\n",
-       "  'street_name': 'EAST  147 STREET',\n",
-       "  'cross_street_1': 'TIMPSON PLACE',\n",
-       "  'cross_street_2': 'AUSTIN PLACE',\n",
-       "  'intersection_street_1': 'TIMPSON PLACE',\n",
-       "  'intersection_street_2': 'AUSTIN PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  147 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:59.000',\n",
-       "  'community_board': '01 BRONX',\n",
-       "  'bbl': '2026007501',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1010639',\n",
-       "  'y_coordinate_state_plane': '234547',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.81041373338716',\n",
-       "  'longitude': '-73.90467143662154',\n",
-       "  'location': {'latitude': '40.81041373338716',\n",
-       "   'longitude': '-73.90467143662154',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973668',\n",
-       "  'created_date': '2022-04-21T19:01:05.000',\n",
-       "  'closed_date': '2022-04-21T19:03:35.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Non-Emergency Police Matter',\n",
-       "  'descriptor': 'Other (complaint details)',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11375',\n",
-       "  'incident_address': '69-69 YELLOWSTONE BOULEVARD',\n",
-       "  'street_name': 'YELLOWSTONE BOULEVARD',\n",
-       "  'cross_street_1': 'QUEENS BOULEVARD',\n",
-       "  'cross_street_2': 'GERARD PLACE',\n",
-       "  'intersection_street_1': 'QUEENS BOULEVARD',\n",
-       "  'intersection_street_2': 'GERARD PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FOREST HILLS',\n",
-       "  'landmark': 'YELLOWSTONE BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:03:40.000',\n",
-       "  'community_board': '06 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1026285',\n",
-       "  'y_coordinate_state_plane': '202627',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.722741150659274',\n",
-       "  'longitude': '-73.84835098461681',\n",
-       "  'location': {'latitude': '40.722741150659274',\n",
-       "   'longitude': '-73.84835098461681',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971740',\n",
-       "  'created_date': '2022-04-21T19:01:20.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Maintenance or Facility',\n",
-       "  'descriptor': 'Graffiti or Vandalism',\n",
-       "  'location_type': 'Park',\n",
-       "  'incident_zip': '11204',\n",
-       "  'incident_address': '7002 16 AVENUE',\n",
-       "  'street_name': '16 AVENUE',\n",
-       "  'cross_street_1': '70 STREET',\n",
-       "  'cross_street_2': '71 STREET',\n",
-       "  'intersection_street_1': '70 STREET',\n",
-       "  'intersection_street_2': '71 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '16 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3061690050',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984812',\n",
-       "  'y_coordinate_state_plane': '164819',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Lt. Joseph Petrosino Park',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61906651807659',\n",
-       "  'longitude': '-73.99797563150653',\n",
-       "  'location': {'latitude': '40.61906651807659',\n",
-       "   'longitude': '-73.99797563150653',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976087',\n",
-       "  'created_date': '2022-04-21T19:01:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'ELEVATOR',\n",
-       "  'descriptor': 'MAINTENANCE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '836 CROWN STREET',\n",
-       "  'street_name': 'CROWN STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3014200024',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003684',\n",
-       "  'y_coordinate_state_plane': '181614',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66514387532739',\n",
-       "  'longitude': '-73.9299488291668',\n",
-       "  'location': {'latitude': '40.66514387532739',\n",
-       "   'longitude': '-73.9299488291668',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975603',\n",
-       "  'created_date': '2022-04-21T19:01:58.000',\n",
-       "  'closed_date': '2022-04-21T19:44:15.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11204',\n",
-       "  'incident_address': '1755 74 STREET',\n",
-       "  'street_name': '74 STREET',\n",
-       "  'cross_street_1': '17 AVENUE',\n",
-       "  'cross_street_2': '18 AVENUE',\n",
-       "  'intersection_street_1': '17 AVENUE',\n",
-       "  'intersection_street_2': '18 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '74 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:44:18.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3062040063',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '985231',\n",
-       "  'y_coordinate_state_plane': '163217',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61466932365364',\n",
-       "  'longitude': '-73.99646659310137',\n",
-       "  'location': {'latitude': '40.61466932365364',\n",
-       "   'longitude': '-73.99646659310137',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968338',\n",
-       "  'created_date': '2022-04-21T19:01:59.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'WINDOW FRAME',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11219',\n",
-       "  'incident_address': '5701 15 AVENUE',\n",
-       "  'street_name': '15 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 BROOKLYN',\n",
-       "  'bbl': '3054960004',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '986344',\n",
-       "  'y_coordinate_state_plane': '168000',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62779746809314',\n",
-       "  'longitude': '-73.9924562594716',\n",
-       "  'location': {'latitude': '40.62779746809314',\n",
-       "   'longitude': '-73.9924562594716',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973823',\n",
-       "  'created_date': '2022-04-21T19:01:59.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'PESTS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11219',\n",
-       "  'incident_address': '5701 15 AVENUE',\n",
-       "  'street_name': '15 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 BROOKLYN',\n",
-       "  'bbl': '3054960004',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '986344',\n",
-       "  'y_coordinate_state_plane': '168000',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62779746809314',\n",
-       "  'longitude': '-73.9924562594716',\n",
-       "  'location': {'latitude': '40.62779746809314',\n",
-       "   'longitude': '-73.9924562594716',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975898',\n",
-       "  'created_date': '2022-04-21T19:01:59.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'GENERAL',\n",
-       "  'descriptor': 'BELL/BUZZER/INTERCOM',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11219',\n",
-       "  'incident_address': '5701 15 AVENUE',\n",
-       "  'street_name': '15 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 BROOKLYN',\n",
-       "  'bbl': '3054960004',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '986344',\n",
-       "  'y_coordinate_state_plane': '168000',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62779746809314',\n",
-       "  'longitude': '-73.9924562594716',\n",
-       "  'location': {'latitude': '40.62779746809314',\n",
-       "   'longitude': '-73.9924562594716',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976131',\n",
-       "  'created_date': '2022-04-21T19:02:20.000',\n",
-       "  'closed_date': '2022-04-21T19:41:04.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11419',\n",
-       "  'incident_address': '103 AVENUE',\n",
-       "  'street_name': '103 AVENUE',\n",
-       "  'cross_street_1': '103 AVENUE',\n",
-       "  'cross_street_2': '114 STREET',\n",
-       "  'intersection_street_1': '103 AVENUE',\n",
-       "  'intersection_street_2': '114 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:41:08.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1031624',\n",
-       "  'y_coordinate_state_plane': '189532',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.686771545850775',\n",
-       "  'longitude': '-73.82918172848932',\n",
-       "  'location': {'latitude': '40.686771545850775',\n",
-       "   'longitude': '-73.82918172848932',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968709',\n",
-       "  'created_date': '2022-04-21T19:02:23.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Litter Basket Request',\n",
-       "  'descriptor': 'New Basket',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': 'COOPER STREET',\n",
-       "  'street_name': 'COOPER STREET',\n",
-       "  'cross_street_1': 'COOPER STREET',\n",
-       "  'cross_street_2': 'WEST  204 STREET',\n",
-       "  'intersection_street_1': 'COOPER STREET',\n",
-       "  'intersection_street_2': 'WEST  204 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1005373',\n",
-       "  'y_coordinate_state_plane': '255455',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.86781425054724',\n",
-       "  'longitude': '-73.92362866221902',\n",
-       "  'location': {'latitude': '40.86781425054724',\n",
-       "   'longitude': '-73.92362866221902',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971996',\n",
-       "  'created_date': '2022-04-21T19:02:34.000',\n",
-       "  'closed_date': '2022-04-21T20:16:45.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Homeless Person Assistance',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11215',\n",
-       "  'incident_address': '587 FOURTH AVENUE',\n",
-       "  'street_name': 'FOURTH AVENUE',\n",
-       "  'cross_street_1': 'PROSPECT EXPRESSWAY',\n",
-       "  'cross_street_2': '17 STREET',\n",
-       "  'intersection_street_1': 'PROSPECT EXPRESSWAY',\n",
-       "  'intersection_street_2': '17 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '4 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The mobile outreach response team offered services to the individual, but the individual did not accept assistance.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:16:45.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '986182',\n",
-       "  'y_coordinate_state_plane': '181642',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66524184702622',\n",
-       "  'longitude': '-73.99303596549603',\n",
-       "  'location': {'latitude': '40.66524184702622',\n",
-       "   'longitude': '-73.99303596549603',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970660',\n",
-       "  'created_date': '2022-04-21T19:02:43.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Dead/Dying Tree',\n",
-       "  'descriptor': 'Planted More Than 2 Years Ago',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11421',\n",
-       "  'incident_address': '91-17 96 STREET',\n",
-       "  'street_name': '96 STREET',\n",
-       "  'cross_street_1': '91 AVENUE',\n",
-       "  'cross_street_2': '91 ROAD',\n",
-       "  'intersection_street_1': '91 AVENUE',\n",
-       "  'intersection_street_2': '91 ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'WOODHAVEN',\n",
-       "  'landmark': '96 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'NYC Parks created a work order for the tree condition and expects to address the issue within 120 days from the date of the tree assessment, barring any weather-related requests.   NYC Parks work priority categories range from Category A through D, with A being the most critical and time-sensitive. We will complete all work in Category A first and address work in lower priority categories in accordance with available resources. For more information about the Tree Risk Management Program, visit the NYC Urban Forest page on the NYC Parks website at nyc.gov/parks/trees.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T10:26:46.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'bbl': '4089930081',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1026470',\n",
-       "  'y_coordinate_state_plane': '190718',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69005292430679',\n",
-       "  'longitude': '-73.84775823445553',\n",
-       "  'location': {'latitude': '40.69005292430679',\n",
-       "   'longitude': '-73.84775823445553',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973888',\n",
-       "  'created_date': '2022-04-21T19:03:00.000',\n",
-       "  'closed_date': '2022-04-21T19:38:36.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10065',\n",
-       "  'incident_address': '1029 3 AVENUE',\n",
-       "  'street_name': '3 AVENUE',\n",
-       "  'cross_street_1': 'EAST   60 STREET',\n",
-       "  'cross_street_2': 'EAST   61 STREET',\n",
-       "  'intersection_street_1': 'EAST   60 STREET',\n",
-       "  'intersection_street_2': 'EAST   61 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '3 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:38:38.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1014157501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '993744',\n",
-       "  'y_coordinate_state_plane': '217153',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.762706167893626',\n",
-       "  'longitude': '-73.96572810821738',\n",
-       "  'location': {'latitude': '40.762706167893626',\n",
-       "   'longitude': '-73.96572810821738',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967927',\n",
-       "  'created_date': '2022-04-21T19:03:11.000',\n",
-       "  'closed_date': '2022-04-21T22:10:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '2842 ROEBLING AVENUE',\n",
-       "  'street_name': 'ROEBLING AVENUE',\n",
-       "  'cross_street_1': 'ERICSON PLACE',\n",
-       "  'cross_street_2': 'MAYFLOWER AVENUE',\n",
-       "  'intersection_street_1': 'ERICSON PLACE',\n",
-       "  'intersection_street_2': 'MAYFLOWER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'ROEBLING AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:10:48.000',\n",
-       "  'community_board': '10 BRONX',\n",
-       "  'bbl': '2053850033',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1029832',\n",
-       "  'y_coordinate_state_plane': '246355',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84274509461858',\n",
-       "  'longitude': '-73.8352578675109',\n",
-       "  'location': {'latitude': '40.84274509461858',\n",
-       "   'longitude': '-73.8352578675109',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973172',\n",
-       "  'created_date': '2022-04-21T19:03:20.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Illegal Dumping',\n",
-       "  'descriptor': 'Removal Request',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '238 EAST   52 STREET',\n",
-       "  'street_name': 'EAST   52 STREET',\n",
-       "  'cross_street_1': 'LENOX ROAD',\n",
-       "  'cross_street_2': 'LINDEN BOULEVARD',\n",
-       "  'intersection_street_1': 'LENOX ROAD',\n",
-       "  'intersection_street_2': 'LINDEN BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   52 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3046570011',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1004007',\n",
-       "  'y_coordinate_state_plane': '177945',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65507256702919',\n",
-       "  'longitude': '-73.92879530453536',\n",
-       "  'location': {'latitude': '40.65507256702919',\n",
-       "   'longitude': '-73.92879530453536',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968909',\n",
-       "  'created_date': '2022-04-21T19:04:12.000',\n",
-       "  'closed_date': '2022-04-21T19:37:50.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11385',\n",
-       "  'incident_address': '60-78 METROPOLITAN AVENUE',\n",
-       "  'street_name': 'METROPOLITAN AVENUE',\n",
-       "  'cross_street_1': '60 LANE',\n",
-       "  'cross_street_2': '61 STREET',\n",
-       "  'intersection_street_1': '60 LANE',\n",
-       "  'intersection_street_2': '61 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'RIDGEWOOD',\n",
-       "  'landmark': 'METROPOLITAN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:37:55.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4035190037',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1011226',\n",
-       "  'y_coordinate_state_plane': '198973',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.712770543079564',\n",
-       "  'longitude': '-73.90269369099356',\n",
-       "  'location': {'latitude': '40.712770543079564',\n",
-       "   'longitude': '-73.90269369099356',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970629',\n",
-       "  'created_date': '2022-04-21T19:04:33.000',\n",
-       "  'closed_date': '2022-04-22T02:02:20.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11428',\n",
-       "  'incident_address': '212 STREET',\n",
-       "  'street_name': '212 STREET',\n",
-       "  'cross_street_1': '93 AVENUE',\n",
-       "  'cross_street_2': '212 STREET',\n",
-       "  'intersection_street_1': '93 AVENUE',\n",
-       "  'intersection_street_2': '212 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department reviewed your complaint and provided additional information below.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T02:02:24.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1054047',\n",
-       "  'y_coordinate_state_plane': '201292',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.718901432460115',\n",
-       "  'longitude': '-73.74820873513144',\n",
-       "  'location': {'latitude': '40.718901432460115',\n",
-       "   'longitude': '-73.74820873513144',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972931',\n",
-       "  'created_date': '2022-04-21T19:04:44.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Rat Sighting',\n",
-       "  'location_type': '3+ Family Apt. Building',\n",
-       "  'incident_zip': '11210',\n",
-       "  'incident_address': '2653 BEDFORD AVENUE',\n",
-       "  'street_name': 'BEDFORD AVENUE',\n",
-       "  'cross_street_1': 'FOSTER AVENUE',\n",
-       "  'cross_street_2': 'FARRAGUT ROAD',\n",
-       "  'intersection_street_1': 'FOSTER AVENUE',\n",
-       "  'intersection_street_2': 'FARRAGUT ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BEDFORD AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3052250037',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997076',\n",
-       "  'y_coordinate_state_plane': '171629',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.63774926528242',\n",
-       "  'longitude': '-73.95378679559964',\n",
-       "  'location': {'latitude': '40.63774926528242',\n",
-       "   'longitude': '-73.95378679559964',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973373',\n",
-       "  'created_date': '2022-04-21T19:04:46.000',\n",
-       "  'closed_date': '2022-04-21T19:32:40.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10467',\n",
-       "  'incident_address': '2233 BARKER AVENUE',\n",
-       "  'street_name': 'BARKER AVENUE',\n",
-       "  'cross_street_1': 'PELHAM PARKWAY NORTH',\n",
-       "  'cross_street_2': 'REISS PLACE',\n",
-       "  'intersection_street_1': 'PELHAM PARKWAY NORTH',\n",
-       "  'intersection_street_2': 'REISS PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BARKER AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:32:45.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1020335',\n",
-       "  'y_coordinate_state_plane': '251950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85814561159416',\n",
-       "  'longitude': '-73.86955168498953',\n",
-       "  'location': {'latitude': '40.85814561159416',\n",
-       "   'longitude': '-73.86955168498953',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975074',\n",
-       "  'created_date': '2022-04-21T19:04:49.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Driver Complaint - Non Passenger',\n",
-       "  'incident_zip': '10033',\n",
-       "  'incident_address': '500 WEST  181 STREET',\n",
-       "  'street_name': 'WEST  181 STREET',\n",
-       "  'cross_street_1': 'WASHINGTON BRIDGE',\n",
-       "  'cross_street_2': 'AUDUBON AVENUE',\n",
-       "  'intersection_street_1': 'WASHINGTON BRIDGE',\n",
-       "  'intersection_street_2': 'AUDUBON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  181 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:49.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021520077',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1003310',\n",
-       "  'y_coordinate_state_plane': '248309',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'taxi_pick_up_location': '500 WEST  181 STREET, MANHATTAN (NEW YORK), NY, 10033',\n",
-       "  'latitude': '40.848205324140245',\n",
-       "  'longitude': '-73.93110786564942',\n",
-       "  'location': {'latitude': '40.848205324140245',\n",
-       "   'longitude': '-73.93110786564942',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971392',\n",
-       "  'created_date': '2022-04-21T19:05:12.000',\n",
-       "  'closed_date': '2022-04-21T19:23:32.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11377',\n",
-       "  'incident_address': '39-55 51 STREET',\n",
-       "  'street_name': '51 STREET',\n",
-       "  'cross_street_1': '39 AVENUE',\n",
-       "  'cross_street_2': 'ALPHONSE AL VOLPE WAY',\n",
-       "  'intersection_street_1': '39 AVENUE',\n",
-       "  'intersection_street_2': 'ALPHONSE AL VOLPE WAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'WOODSIDE',\n",
-       "  'landmark': '51 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:23:37.000',\n",
-       "  'community_board': '02 QUEENS',\n",
-       "  'bbl': '4001280007',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1008336',\n",
-       "  'y_coordinate_state_plane': '211608',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.747458848827456',\n",
-       "  'longitude': '-73.91307310161858',\n",
-       "  'location': {'latitude': '40.747458848827456',\n",
-       "   'longitude': '-73.91307310161858',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970445',\n",
-       "  'created_date': '2022-04-21T19:05:14.000',\n",
-       "  'closed_date': '2022-04-23T17:33:46.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': '13 CUMMING STREET',\n",
-       "  'street_name': 'CUMMING STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1022370064',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1004649',\n",
-       "  'y_coordinate_state_plane': '254955',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.866443605927145',\n",
-       "  'longitude': '-73.92624784378557',\n",
-       "  'location': {'latitude': '40.866443605927145',\n",
-       "   'longitude': '-73.92624784378557',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968202',\n",
-       "  'created_date': '2022-04-21T19:05:17.000',\n",
-       "  'closed_date': '2022-04-21T20:54:51.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10458',\n",
-       "  'incident_address': '2860 DECATUR AVENUE',\n",
-       "  'street_name': 'DECATUR AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"The Department of Housing Preservation and Development conducted or attempted to conduct an inspection.  More information about inspection results can be found through HPD's website at www.nyc.gov/hpd by using HPDONLINE (enter your address on the home page) and entering your SR number under the complaint status option.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2032790062',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1016108',\n",
-       "  'y_coordinate_state_plane': '255403',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.867639310575015',\n",
-       "  'longitude': '-73.88481597920585',\n",
-       "  'location': {'latitude': '40.867639310575015',\n",
-       "   'longitude': '-73.88481597920585',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973801',\n",
-       "  'created_date': '2022-04-21T19:05:31.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'GARBAGE/RECYCLING STORAGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10456',\n",
-       "  'incident_address': '1127 SHERIDAN AVENUE',\n",
-       "  'street_name': 'SHERIDAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2024560075',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1006980',\n",
-       "  'y_coordinate_state_plane': '242481',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.8322004837423',\n",
-       "  'longitude': '-73.9178624554653',\n",
-       "  'location': {'latitude': '40.8322004837423',\n",
-       "   'longitude': '-73.9178624554653',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970385',\n",
-       "  'created_date': '2022-04-21T19:05:31.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'GENERAL',\n",
-       "  'descriptor': 'JANITOR/SUPER',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10456',\n",
-       "  'incident_address': '1127 SHERIDAN AVENUE',\n",
-       "  'street_name': 'SHERIDAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2024560075',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1006980',\n",
-       "  'y_coordinate_state_plane': '242481',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.8322004837423',\n",
-       "  'longitude': '-73.9178624554653',\n",
-       "  'location': {'latitude': '40.8322004837423',\n",
-       "   'longitude': '-73.9178624554653',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968532',\n",
-       "  'created_date': '2022-04-21T19:05:43.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '11356',\n",
-       "  'incident_address': '18-11 129 STREET',\n",
-       "  'street_name': '129 STREET',\n",
-       "  'cross_street_1': '18 AVENUE',\n",
-       "  'cross_street_2': '20 AVENUE',\n",
-       "  'intersection_street_1': '18 AVENUE',\n",
-       "  'intersection_street_2': '20 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'COLLEGE POINT',\n",
-       "  'landmark': '129 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4041350020',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028693',\n",
-       "  'y_coordinate_state_plane': '224581',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.78298744269326',\n",
-       "  'longitude': '-73.83951859649474',\n",
-       "  'location': {'latitude': '40.78298744269326',\n",
-       "   'longitude': '-73.83951859649474',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971014',\n",
-       "  'created_date': '2022-04-21T19:06:00.000',\n",
-       "  'closed_date': '2022-04-22T15:27:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '640 8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': 'W 41 ST',\n",
-       "  'cross_street_2': 'W 42 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:27:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986967',\n",
-       "  'y_coordinate_state_plane': '214950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75666417742652',\n",
-       "  'longitude': '-73.99019293432467',\n",
-       "  'location': {'latitude': '40.75666417742652',\n",
-       "   'longitude': '-73.99019293432467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975652',\n",
-       "  'created_date': '2022-04-21T19:06:00.000',\n",
-       "  'closed_date': '2022-04-22T04:10:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'Veh Sgnl Mult Lamps',\n",
-       "  'incident_zip': '11369',\n",
-       "  'intersection_street_1': '92 STREET',\n",
-       "  'intersection_street_2': 'ASTORIA BOULEVARD',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'QUEENS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T04:10:00.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1018238',\n",
-       "  'y_coordinate_state_plane': '217408',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76334584290019',\n",
-       "  'longitude': '-73.87730728920086',\n",
-       "  'location': {'latitude': '40.76334584290019',\n",
-       "   'longitude': '-73.87730728920086',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968799',\n",
-       "  'created_date': '2022-04-21T19:06:00.000',\n",
-       "  'closed_date': '2022-04-22T09:23:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Lead',\n",
-       "  'descriptor': 'Lead Kit Request (Residential) (L10)',\n",
-       "  'incident_zip': '11215',\n",
-       "  'incident_address': '558 17 STREET',\n",
-       "  'street_name': '17 STREET',\n",
-       "  'cross_street_1': 'PROSPECT PARK W',\n",
-       "  'cross_street_2': '10 AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection investigated this complaint and created a Service Request to have a Lead Test Kit sent to the complainant.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:23:00.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'bbl': '3008770038',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '989634',\n",
-       "  'y_coordinate_state_plane': '178729',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65724487876621',\n",
-       "  'longitude': '-73.98059530673243',\n",
-       "  'location': {'latitude': '40.65724487876621',\n",
-       "   'longitude': '-73.98059530673243',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970129',\n",
-       "  'created_date': '2022-04-21T19:06:05.000',\n",
-       "  'closed_date': '2022-04-21T19:06:05.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'incident_address': '92-23 212 STREET',\n",
-       "  'street_name': '212 STREET',\n",
-       "  'cross_street_1': '92 AVENUE',\n",
-       "  'cross_street_2': '93 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:06:05.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS'},\n",
-       " {'unique_key': '53975472',\n",
-       "  'created_date': '2022-04-21T19:06:06.000',\n",
-       "  'closed_date': '2022-04-21T20:56:52.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11221',\n",
-       "  'incident_address': '682 LEXINGTON AVENUE',\n",
-       "  'street_name': 'LEXINGTON AVENUE',\n",
-       "  'cross_street_1': 'STUYVESANT AVENUE',\n",
-       "  'cross_street_2': 'MALCOLM X BOULEVARD',\n",
-       "  'intersection_street_1': 'STUYVESANT AVENUE',\n",
-       "  'intersection_street_2': 'MALCOLM X BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'LEXINGTON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:56:56.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3016260119',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003290',\n",
-       "  'y_coordinate_state_plane': '190641',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68992179874948',\n",
-       "  'longitude': '-73.93134352550777',\n",
-       "  'location': {'latitude': '40.68992179874948',\n",
-       "   'longitude': '-73.93134352550777',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976330',\n",
-       "  'created_date': '2022-04-21T19:06:09.000',\n",
-       "  'closed_date': '2022-04-25T07:56:41.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Cave-in',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10305',\n",
-       "  'incident_address': '1201 BAY STREET',\n",
-       "  'street_name': 'BAY STREET',\n",
-       "  'cross_street_1': 'HYLAN BOULEVARD',\n",
-       "  'cross_street_2': 'MARYLAND AVENUE',\n",
-       "  'intersection_street_1': 'HYLAN BOULEVARD',\n",
-       "  'intersection_street_2': 'MARYLAND AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'BAY STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'This request required re-assignment to a new DOT unit.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T07:56:50.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5028300012',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '965914',\n",
-       "  'y_coordinate_state_plane': '162973',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.61398067611594',\n",
-       "  'longitude': '-74.06604269790618',\n",
-       "  'location': {'latitude': '40.61398067611594',\n",
-       "   'longitude': '-74.06604269790618',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973582',\n",
-       "  'created_date': '2022-04-21T19:06:31.000',\n",
-       "  'closed_date': '2022-04-21T21:08:08.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11433',\n",
-       "  'incident_address': '169-28 110 ROAD',\n",
-       "  'street_name': '110 ROAD',\n",
-       "  'cross_street_1': '169 STREET',\n",
-       "  'cross_street_2': 'MERRICK BOULEVARD',\n",
-       "  'intersection_street_1': '169 STREET',\n",
-       "  'intersection_street_2': 'MERRICK BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': '110 ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:08:13.000',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4102007501',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1044435',\n",
-       "  'y_coordinate_state_plane': '192515',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.6948813270915',\n",
-       "  'longitude': '-73.78296212753172',\n",
-       "  'location': {'latitude': '40.6948813270915',\n",
-       "   'longitude': '-73.78296212753172',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970261',\n",
-       "  'created_date': '2022-04-21T19:06:38.000',\n",
-       "  'closed_date': '2022-04-21T19:21:30.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11212',\n",
-       "  'incident_address': '251 OSBORN STREET',\n",
-       "  'street_name': 'OSBORN STREET',\n",
-       "  'cross_street_1': 'SUTTER AVENUE',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'intersection_street_1': 'SUTTER AVENUE',\n",
-       "  'intersection_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'OSBORN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"This complaint does not fall under the Police Department's jurisdiction.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:21:33.000',\n",
-       "  'community_board': '16 BROOKLYN',\n",
-       "  'bbl': '3035440001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1009776',\n",
-       "  'y_coordinate_state_plane': '182013',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66622357339959',\n",
-       "  'longitude': '-73.90798830558712',\n",
-       "  'location': {'latitude': '40.66622357339959',\n",
-       "   'longitude': '-73.90798830558712',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968542',\n",
-       "  'created_date': '2022-04-21T19:06:45.000',\n",
-       "  'closed_date': '2022-04-22T01:28:19.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '1340 MERRIAM AVENUE',\n",
-       "  'street_name': 'MERRIAM AVENUE',\n",
-       "  'cross_street_1': 'WEST  169 STREET',\n",
-       "  'cross_street_2': 'WEST  170 STREET',\n",
-       "  'intersection_street_1': 'WEST  169 STREET',\n",
-       "  'intersection_street_2': 'WEST  170 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'MERRIAM AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:28:21.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2025310013',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1004777',\n",
-       "  'y_coordinate_state_plane': '245766',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84122224911729',\n",
-       "  'longitude': '-73.92581319920582',\n",
-       "  'location': {'latitude': '40.84122224911729',\n",
-       "   'longitude': '-73.92581319920582',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971982',\n",
-       "  'created_date': '2022-04-21T19:06:48.000',\n",
-       "  'closed_date': '2022-04-24T12:32:07.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11375',\n",
-       "  'incident_address': '106-01 CONTINENTAL AVENUE',\n",
-       "  'street_name': 'CONTINENTAL AVENUE',\n",
-       "  'cross_street_1': 'LIRR MAIN LINE',\n",
-       "  'cross_street_2': 'BURNS STREET',\n",
-       "  'intersection_street_1': 'LIRR MAIN LINE',\n",
-       "  'intersection_street_2': 'BURNS STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FOREST HILLS',\n",
-       "  'landmark': 'CONTINENTAL AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Homeless Services (DHS) visited the location but could not find the condition you reported. If it still exists, please submit a new Service Request.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T12:32:12.000',\n",
-       "  'community_board': '06 QUEENS',\n",
-       "  'bbl': '4032550001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1027189',\n",
-       "  'y_coordinate_state_plane': '201508',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.719665428737166',\n",
-       "  'longitude': '-73.84509678346163',\n",
-       "  'location': {'latitude': '40.719665428737166',\n",
-       "   'longitude': '-73.84509678346163',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972070',\n",
-       "  'created_date': '2022-04-21T19:06:58.000',\n",
-       "  'closed_date': '2022-04-22T13:04:53.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Residential Disposal Complaint',\n",
-       "  'descriptor': 'Containers Set Out Too Early',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '75-22 190 STREET',\n",
-       "  'street_name': '190 STREET',\n",
-       "  'cross_street_1': '75 AVENUE',\n",
-       "  'cross_street_2': 'UNION TURNPIKE',\n",
-       "  'intersection_street_1': '75 AVENUE',\n",
-       "  'intersection_street_2': 'UNION TURNPIKE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': '190 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no violation at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T13:04:56.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4072060013',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1045169',\n",
-       "  'y_coordinate_state_plane': '205831',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.73142543516289',\n",
-       "  'longitude': '-73.78019470862498',\n",
-       "  'location': {'latitude': '40.73142543516289',\n",
-       "   'longitude': '-73.78019470862498',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967808',\n",
-       "  'created_date': '2022-04-21T19:07:09.000',\n",
-       "  'closed_date': '2022-04-21T19:48:33.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10310',\n",
-       "  'incident_address': '857 POST AVENUE',\n",
-       "  'street_name': 'POST AVENUE',\n",
-       "  'cross_street_1': 'DUBOIS AVENUE',\n",
-       "  'cross_street_2': 'JEWETT AVENUE',\n",
-       "  'intersection_street_1': 'DUBOIS AVENUE',\n",
-       "  'intersection_street_2': 'JEWETT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'POST AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:48:36.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5002150250',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '948310',\n",
-       "  'y_coordinate_state_plane': '169190',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.63099110651487',\n",
-       "  'longitude': '-74.1294819041236',\n",
-       "  'location': {'latitude': '40.63099110651487',\n",
-       "   'longitude': '-74.1294819041236',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972245',\n",
-       "  'created_date': '2022-04-21T19:07:38.000',\n",
-       "  'closed_date': '2022-04-21T19:52:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11418',\n",
-       "  'incident_address': '86-71 107 STREET',\n",
-       "  'street_name': '107 STREET',\n",
-       "  'cross_street_1': '86 AVENUE',\n",
-       "  'cross_street_2': 'JAMAICA AVENUE',\n",
-       "  'intersection_street_1': '86 AVENUE',\n",
-       "  'intersection_street_2': 'JAMAICA AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'RICHMOND HILL',\n",
-       "  'landmark': '107 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:52:13.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'bbl': '4092030051',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028412',\n",
-       "  'y_coordinate_state_plane': '192957',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69618897428625',\n",
-       "  'longitude': '-73.84074088249187',\n",
-       "  'location': {'latitude': '40.69618897428625',\n",
-       "   'longitude': '-73.84074088249187',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973197',\n",
-       "  'created_date': '2022-04-21T19:07:47.000',\n",
-       "  'closed_date': '2022-04-22T13:51:19.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Residential Disposal Complaint',\n",
-       "  'descriptor': 'Trash or Recycling Not Secure',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11231',\n",
-       "  'incident_address': '12 CARROLL STREET',\n",
-       "  'street_name': 'CARROLL STREET',\n",
-       "  'cross_street_1': 'VAN BRUNT STREET',\n",
-       "  'cross_street_2': 'COLUMBIA STREET',\n",
-       "  'intersection_street_1': 'VAN BRUNT STREET',\n",
-       "  'intersection_street_2': 'COLUMBIA STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'CARROLL STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no violation at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T13:51:22.000',\n",
-       "  'community_board': '06 BROOKLYN',\n",
-       "  'bbl': '3003520015',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '982803',\n",
-       "  'y_coordinate_state_plane': '188286',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68347822511838',\n",
-       "  'longitude': '-74.00521724311365',\n",
-       "  'location': {'latitude': '40.68347822511838',\n",
-       "   'longitude': '-74.00521724311365',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969556',\n",
-       "  'created_date': '2022-04-21T19:08:10.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Rat Sighting',\n",
-       "  'location_type': '3+ Family Mixed Use Building',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '1517 WHITEPLAINS ROAD',\n",
-       "  'street_name': 'WHITEPLAINS ROAD',\n",
-       "  'cross_street_1': 'ARCHER STREET',\n",
-       "  'cross_street_2': 'GUERLAIN STREET',\n",
-       "  'intersection_street_1': 'ARCHER STREET',\n",
-       "  'intersection_street_2': 'GUERLAIN STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WHITE PLAINS ROAD',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2039230038',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021958',\n",
-       "  'y_coordinate_state_plane': '244890',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83876123583395',\n",
-       "  'longitude': '-73.86372420741048',\n",
-       "  'location': {'latitude': '40.83876123583395',\n",
-       "   'longitude': '-73.86372420741048',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970678',\n",
-       "  'created_date': '2022-04-21T19:08:10.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Overgrown Tree/Branches',\n",
-       "  'descriptor': 'Blocking Street',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10469',\n",
-       "  'incident_address': '2795 SEXTON PLACE',\n",
-       "  'street_name': 'SEXTON PLACE',\n",
-       "  'cross_street_1': 'ADEE AVENUE',\n",
-       "  'cross_street_2': 'FISH AVENUE',\n",
-       "  'intersection_street_1': 'ADEE AVENUE',\n",
-       "  'intersection_street_2': 'FISH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'SEXTON PLACE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2045900010',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1026458',\n",
-       "  'y_coordinate_state_plane': '256069',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86942385309997',\n",
-       "  'longitude': '-73.84739096367524',\n",
-       "  'location': {'latitude': '40.86942385309997',\n",
-       "   'longitude': '-73.84739096367524',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971530',\n",
-       "  'created_date': '2022-04-21T19:08:19.000',\n",
-       "  'closed_date': '2022-04-23T18:28:24.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10065',\n",
-       "  'incident_address': '351 EAST   61 STREET',\n",
-       "  'street_name': 'EAST   61 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1014360122',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '994816',\n",
-       "  'y_coordinate_state_plane': '216606',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.76120357748868',\n",
-       "  'longitude': '-73.96185921196128',\n",
-       "  'location': {'latitude': '40.76120357748868',\n",
-       "   'longitude': '-73.96185921196128',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969309',\n",
-       "  'created_date': '2022-04-21T19:08:23.000',\n",
-       "  'closed_date': '2022-04-22T09:45:48.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10033',\n",
-       "  'incident_address': '1320 ST NICHOLAS AVENUE',\n",
-       "  'street_name': 'ST NICHOLAS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted a tenant in the building and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021330030',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001957',\n",
-       "  'y_coordinate_state_plane': '247575',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.84619352781456',\n",
-       "  'longitude': '-73.93600020395905',\n",
-       "  'location': {'latitude': '40.84619352781456',\n",
-       "   'longitude': '-73.93600020395905',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972694',\n",
-       "  'created_date': '2022-04-21T19:08:25.000',\n",
-       "  'closed_date': '2022-04-22T09:45:48.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10033',\n",
-       "  'incident_address': '1320 ST NICHOLAS AVENUE',\n",
-       "  'street_name': 'ST NICHOLAS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted a tenant in the building and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021330030',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001957',\n",
-       "  'y_coordinate_state_plane': '247575',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.84619352781456',\n",
-       "  'longitude': '-73.93600020395905',\n",
-       "  'location': {'latitude': '40.84619352781456',\n",
-       "   'longitude': '-73.93600020395905',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970229',\n",
-       "  'created_date': '2022-04-21T19:08:31.000',\n",
-       "  'closed_date': '2022-04-21T21:17:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '10 EAST   43 STREET',\n",
-       "  'street_name': 'EAST   43 STREET',\n",
-       "  'cross_street_1': 'CLARKSON AVENUE',\n",
-       "  'cross_street_2': 'LENOX ROAD',\n",
-       "  'intersection_street_1': 'CLARKSON AVENUE',\n",
-       "  'intersection_street_2': 'LENOX ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   43 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:17:49.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3048470004',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1001560',\n",
-       "  'y_coordinate_state_plane': '178218',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65582701359421',\n",
-       "  'longitude': '-73.93761364651228',\n",
-       "  'location': {'latitude': '40.65582701359421',\n",
-       "   'longitude': '-73.93761364651228',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976240',\n",
-       "  'created_date': '2022-04-21T19:08:37.000',\n",
-       "  'closed_date': '2022-04-22T03:59:15.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11238',\n",
-       "  'incident_address': '899 BERGEN STREET',\n",
-       "  'street_name': 'BERGEN STREET',\n",
-       "  'cross_street_1': 'CLASSON AVENUE',\n",
-       "  'cross_street_2': 'FRANKLIN AVENUE SHUTTLE LINE',\n",
-       "  'intersection_street_1': 'CLASSON AVENUE',\n",
-       "  'intersection_street_2': 'FRANKLIN AVENUE SHUTTLE LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BERGEN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T03:59:22.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995986',\n",
-       "  'y_coordinate_state_plane': '186008',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67721797068917',\n",
-       "  'longitude': '-73.95768913620907',\n",
-       "  'location': {'latitude': '40.67721797068917',\n",
-       "   'longitude': '-73.95768913620907',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975576',\n",
-       "  'created_date': '2022-04-21T19:08:42.000',\n",
-       "  'closed_date': '2022-04-21T19:08:42.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Building/Use',\n",
-       "  'descriptor': 'Illegal Conversion Of Residential Building/Space',\n",
-       "  'incident_address': '191-24 PINEVILLE LANE',\n",
-       "  'street_name': 'PINEVILLE LANE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS'},\n",
-       " {'unique_key': '53974470',\n",
-       "  'created_date': '2022-04-21T19:08:43.000',\n",
-       "  'closed_date': '2022-04-21T19:08:43.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Building/Use',\n",
-       "  'descriptor': 'Illegal Conversion Of Residential Building/Space',\n",
-       "  'incident_address': '60-65 74 STREET',\n",
-       "  'street_name': '74 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS'},\n",
-       " {'unique_key': '53969906',\n",
-       "  'created_date': '2022-04-21T19:09:00.000',\n",
-       "  'closed_date': '2022-04-22T15:28:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '640 8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': 'W 41 ST',\n",
-       "  'cross_street_2': 'W 42 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is not under its jurisdiction and referred it to another City agency for further action.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:28:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986967',\n",
-       "  'y_coordinate_state_plane': '214950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75666417742652',\n",
-       "  'longitude': '-73.99019293432467',\n",
-       "  'location': {'latitude': '40.75666417742652',\n",
-       "   'longitude': '-73.99019293432467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971295',\n",
-       "  'created_date': '2022-04-21T19:09:00.000',\n",
-       "  'closed_date': '2022-04-21T20:45:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'Controller',\n",
-       "  'incident_zip': '11207',\n",
-       "  'intersection_street_1': 'FLATLANDS AVENUE',\n",
-       "  'intersection_street_2': 'LOUISIANA AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:45:00.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1014772',\n",
-       "  'y_coordinate_state_plane': '176527',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65114990776361',\n",
-       "  'longitude': '-73.89000444066276',\n",
-       "  'location': {'latitude': '40.65114990776361',\n",
-       "   'longitude': '-73.89000444066276',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974307',\n",
-       "  'created_date': '2022-04-21T19:09:00.000',\n",
-       "  'closed_date': '2022-04-22T15:28:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '640 8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': 'W 41 ST',\n",
-       "  'cross_street_2': 'W 42 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:28:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986967',\n",
-       "  'y_coordinate_state_plane': '214950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75666417742652',\n",
-       "  'longitude': '-73.99019293432467',\n",
-       "  'location': {'latitude': '40.75666417742652',\n",
-       "   'longitude': '-73.99019293432467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973226',\n",
-       "  'created_date': '2022-04-21T19:09:04.000',\n",
-       "  'closed_date': '2022-04-25T21:16:55.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Illegal Dumping',\n",
-       "  'descriptor': 'Chronic Dumping',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '122-01 111 AVENUE',\n",
-       "  'street_name': '111 AVENUE',\n",
-       "  'cross_street_1': '122 STREET',\n",
-       "  'cross_street_2': '123 STREET',\n",
-       "  'intersection_street_1': '122 STREET',\n",
-       "  'intersection_street_2': '123 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '111 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation periodically conducted surveillance at the location and during those times no violations were observed.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T21:16:58.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4116030042',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1034576',\n",
-       "  'y_coordinate_state_plane': '187546',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68130414805505',\n",
-       "  'longitude': '-73.81855245016628',\n",
-       "  'location': {'latitude': '40.68130414805505',\n",
-       "   'longitude': '-73.81855245016628',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968899',\n",
-       "  'created_date': '2022-04-21T19:09:21.000',\n",
-       "  'closed_date': '2022-04-21T19:39:15.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11694',\n",
-       "  'incident_address': 'BEACH CHANNEL',\n",
-       "  'street_name': 'BEACH CHANNEL',\n",
-       "  'cross_street_1': 'BEACH  117 STREET',\n",
-       "  'cross_street_2': 'BEACH  118 STREET',\n",
-       "  'intersection_street_1': 'BEACH  117 STREET',\n",
-       "  'intersection_street_2': 'BEACH  118 STREET',\n",
-       "  'address_type': 'UNRECOGNIZED',\n",
-       "  'city': 'FAR ROCKAWAY',\n",
-       "  'landmark': 'BEACH CHANNEL',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:39:18.000',\n",
-       "  'community_board': '14 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028782',\n",
-       "  'y_coordinate_state_plane': '152004',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.583780107237835',\n",
-       "  'longitude': '-73.83967687410814',\n",
-       "  'location': {'latitude': '40.583780107237835',\n",
-       "   'longitude': '-73.83967687410814',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968998',\n",
-       "  'created_date': '2022-04-21T19:09:39.000',\n",
-       "  'closed_date': '2022-04-21T19:50:03.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '351 EAST  120 STREET',\n",
-       "  'street_name': 'EAST  120 STREET',\n",
-       "  'cross_street_1': '2 AVENUE',\n",
-       "  'cross_street_2': '1 AVENUE',\n",
-       "  'intersection_street_1': '2 AVENUE',\n",
-       "  'intersection_street_2': '1 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST  120 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:50:08.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1017970100',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1002478',\n",
-       "  'y_coordinate_state_plane': '230354',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.79892571249642',\n",
-       "  'longitude': '-73.93416389416443',\n",
-       "  'location': {'latitude': '40.79892571249642',\n",
-       "   'longitude': '-73.93416389416443',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968996',\n",
-       "  'created_date': '2022-04-21T19:10:21.000',\n",
-       "  'closed_date': '2022-04-21T20:18:05.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11236',\n",
-       "  'incident_address': '972 EAST   80 STREET',\n",
-       "  'street_name': 'EAST   80 STREET',\n",
-       "  'cross_street_1': 'FLATLANDS AVENUE',\n",
-       "  'cross_street_2': 'AVENUE J',\n",
-       "  'intersection_street_1': 'FLATLANDS AVENUE',\n",
-       "  'intersection_street_2': 'AVENUE J',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   80 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:18:09.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3080160068',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1008972',\n",
-       "  'y_coordinate_state_plane': '170050',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.63339003387066',\n",
-       "  'longitude': '-73.91093027022019',\n",
-       "  'location': {'latitude': '40.63339003387066',\n",
-       "   'longitude': '-73.91093027022019',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968433',\n",
-       "  'created_date': '2022-04-21T19:11:13.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Food Poisoning',\n",
-       "  'descriptor': '1 or 2',\n",
-       "  'location_type': 'Restaurant/Bar/Deli/Bakery',\n",
-       "  'incident_zip': '11361',\n",
-       "  'incident_address': '38-39 BELL BOULEVARD',\n",
-       "  'street_name': 'BELL BOULEVARD',\n",
-       "  'cross_street_1': '38 AVENUE',\n",
-       "  'cross_street_2': '39 AVENUE',\n",
-       "  'intersection_street_1': '38 AVENUE',\n",
-       "  'intersection_street_2': '39 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BAYSIDE',\n",
-       "  'landmark': 'BELL BOULEVARD',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '11 QUEENS',\n",
-       "  'bbl': '4062380001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1047335',\n",
-       "  'y_coordinate_state_plane': '218447',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76603787756827',\n",
-       "  'longitude': '-73.77226113023794',\n",
-       "  'location': {'latitude': '40.76603787756827',\n",
-       "   'longitude': '-73.77226113023794',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975943',\n",
-       "  'created_date': '2022-04-21T19:11:22.000',\n",
-       "  'closed_date': '2022-04-23T14:33:57.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11103',\n",
-       "  'incident_address': '28-10 36 STREET',\n",
-       "  'street_name': '36 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4006290023',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1007432',\n",
-       "  'y_coordinate_state_plane': '218494',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76636156981979',\n",
-       "  'longitude': '-73.91631191260089',\n",
-       "  'location': {'latitude': '40.76636156981979',\n",
-       "   'longitude': '-73.91631191260089',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976247',\n",
-       "  'created_date': '2022-04-21T19:11:39.000',\n",
-       "  'closed_date': '2022-04-22T01:28:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Traffic',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '95 WEST  163 STREET',\n",
-       "  'street_name': 'WEST  163 STREET',\n",
-       "  'cross_street_1': 'WOODYCREST AVENUE',\n",
-       "  'cross_street_2': 'OGDEN AVENUE',\n",
-       "  'intersection_street_1': 'WOODYCREST AVENUE',\n",
-       "  'intersection_street_2': 'OGDEN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WEST  163 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:28:45.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2025110152',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1003839',\n",
-       "  'y_coordinate_state_plane': '242449',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83212017824039',\n",
-       "  'longitude': '-73.92921291873255',\n",
-       "  'location': {'latitude': '40.83212017824039',\n",
-       "   'longitude': '-73.92921291873255',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971113',\n",
-       "  'created_date': '2022-04-21T19:11:55.000',\n",
-       "  'closed_date': '2022-04-21T19:45:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11106',\n",
-       "  'incident_address': '11-25 BROADWAY',\n",
-       "  'street_name': 'BROADWAY',\n",
-       "  'cross_street_1': '11 STREET',\n",
-       "  'cross_street_2': '12 STREET',\n",
-       "  'intersection_street_1': '11 STREET',\n",
-       "  'intersection_street_2': '12 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': 'BROADWAY',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:45:48.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4005020038',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1002084',\n",
-       "  'y_coordinate_state_plane': '218869',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.7674032535732',\n",
-       "  'longitude': '-73.93561743585337',\n",
-       "  'location': {'latitude': '40.7674032535732',\n",
-       "   'longitude': '-73.93561743585337',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974312',\n",
-       "  'created_date': '2022-04-21T19:12:00.000',\n",
-       "  'closed_date': '2022-04-22T09:02:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise, Barking Dog (NR5)',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': '250 ASHLAND PLACE',\n",
-       "  'street_name': 'ASHLAND PLACE',\n",
-       "  'cross_street_1': 'FULTON ST',\n",
-       "  'cross_street_2': 'LAFAYETTE AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection researched this complaint and determined that it could be closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:02:00.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3021077501',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990261',\n",
-       "  'y_coordinate_state_plane': '189801',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.687634630785816',\n",
-       "  'longitude': '-73.97832563684395',\n",
-       "  'location': {'latitude': '40.687634630785816',\n",
-       "   'longitude': '-73.97832563684395',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973637',\n",
-       "  'created_date': '2022-04-21T19:12:20.000',\n",
-       "  'closed_date': '2022-04-21T19:25:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10025',\n",
-       "  'incident_address': '50 MANHATTAN AVENUE',\n",
-       "  'street_name': 'MANHATTAN AVENUE',\n",
-       "  'cross_street_1': 'WEST  102 STREET',\n",
-       "  'cross_street_2': 'WEST  103 STREET',\n",
-       "  'intersection_street_1': 'WEST  102 STREET',\n",
-       "  'intersection_street_2': 'WEST  103 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'MANHATTAN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:25:32.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1018380021',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '994420',\n",
-       "  'y_coordinate_state_plane': '229349',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.796180209578544',\n",
-       "  'longitude': '-73.96326939108826',\n",
-       "  'location': {'latitude': '40.796180209578544',\n",
-       "   'longitude': '-73.96326939108826',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974579',\n",
-       "  'created_date': '2022-04-21T19:12:50.000',\n",
-       "  'closed_date': '2022-04-21T19:55:52.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Graffiti',\n",
-       "  'descriptor': 'Police Report Not Requested',\n",
-       "  'location_type': 'Store/Commercial',\n",
-       "  'incident_zip': '10468',\n",
-       "  'incident_address': '2670 CRESTON AVENUE',\n",
-       "  'street_name': 'CRESTON AVENUE',\n",
-       "  'cross_street_1': 'EAST KINGSBRIDGE ROAD',\n",
-       "  'cross_street_2': 'EAST  196 STREET',\n",
-       "  'intersection_street_1': 'EAST KINGSBRIDGE ROAD',\n",
-       "  'intersection_street_2': 'EAST  196 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'CRESTON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:55:57.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2033140001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1013254',\n",
-       "  'y_coordinate_state_plane': '255170',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86700963585314',\n",
-       "  'longitude': '-73.895135741712',\n",
-       "  'location': {'latitude': '40.86700963585314',\n",
-       "   'longitude': '-73.895135741712',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972163',\n",
-       "  'created_date': '2022-04-21T19:13:00.000',\n",
-       "  'closed_date': '2022-04-21T20:00:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Sewer',\n",
-       "  'descriptor': 'Street Flooding (SJ)',\n",
-       "  'incident_zip': '10013',\n",
-       "  'incident_address': '490 GREENWICH STREET',\n",
-       "  'street_name': 'GREENWICH STREET',\n",
-       "  'cross_street_1': 'CANAL ST',\n",
-       "  'cross_street_2': 'HOLLAND TUNNEL ENTRANCE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environment Protection inspected your complaint but could not find the problem you reported. If the condition persists, please call 311 (or 212-639-9675 if calling from a non-New York City area code) with more detailed information to submit a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:00:00.000',\n",
-       "  'community_board': '02 MANHATTAN',\n",
-       "  'bbl': '1005957501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '981683',\n",
-       "  'y_coordinate_state_plane': '203449',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.72509683885101',\n",
-       "  'longitude': '-74.00926124870233',\n",
-       "  'location': {'latitude': '40.72509683885101',\n",
-       "   'longitude': '-74.00926124870233',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975415',\n",
-       "  'created_date': '2022-04-21T19:13:00.000',\n",
-       "  'closed_date': '2022-04-23T00:00:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise: Construction Before/After Hours (NM1)',\n",
-       "  'incident_zip': '10463',\n",
-       "  'incident_address': '3440 CANNON PLACE',\n",
-       "  'street_name': 'CANNON PLACE',\n",
-       "  'cross_street_1': 'BEND',\n",
-       "  'cross_street_2': 'BEND',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection did not observe a violation of the New York City Air/Noise Code at the time of inspection and could not issue a notice of violation. If the problem still exists, please call 311 and file a new complaint. If you are outside of New York City, please call (212) NEW-YORK (212-639-9675).',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '2032580171',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012339',\n",
-       "  'y_coordinate_state_plane': '260254',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.880966601793595',\n",
-       "  'longitude': '-73.89842261572967',\n",
-       "  'location': {'latitude': '40.880966601793595',\n",
-       "   'longitude': '-73.89842261572967',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975538',\n",
-       "  'created_date': '2022-04-21T19:13:04.000',\n",
-       "  'closed_date': '2022-04-21T20:29:45.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Traffic',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '701 FENIMORE STREET',\n",
-       "  'street_name': 'FENIMORE STREET',\n",
-       "  'cross_street_1': 'ALBANY AVENUE',\n",
-       "  'cross_street_2': 'TROY AVENUE',\n",
-       "  'intersection_street_1': 'ALBANY AVENUE',\n",
-       "  'intersection_street_2': 'TROY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FENIMORE STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:29:52.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3048130001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1001342',\n",
-       "  'y_coordinate_state_plane': '179538',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65945054642171',\n",
-       "  'longitude': '-73.93839598658988',\n",
-       "  'location': {'latitude': '40.65945054642171',\n",
-       "   'longitude': '-73.93839598658988',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973200',\n",
-       "  'created_date': '2022-04-21T19:13:10.000',\n",
-       "  'closed_date': '2022-04-21T20:15:05.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Crosswalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': 'EAST  233 STREET',\n",
-       "  'street_name': 'EAST  233 STREET',\n",
-       "  'cross_street_1': 'EAST  233 STREET',\n",
-       "  'cross_street_2': 'MONTICELLO AVENUE',\n",
-       "  'intersection_street_1': 'EAST  233 STREET',\n",
-       "  'intersection_street_2': 'MONTICELLO AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:15:09.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1029230',\n",
-       "  'y_coordinate_state_plane': '263112',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.888740980440986',\n",
-       "  'longitude': '-73.83732113360836',\n",
-       "  'location': {'latitude': '40.888740980440986',\n",
-       "   'longitude': '-73.83732113360836',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971785',\n",
-       "  'created_date': '2022-04-21T19:13:23.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Signs of Rodents',\n",
-       "  'location_type': '1-2 Family Dwelling',\n",
-       "  'incident_zip': '10312',\n",
-       "  'incident_address': '305 GRANTWOOD AVENUE',\n",
-       "  'street_name': 'GRANTWOOD AVENUE',\n",
-       "  'cross_street_1': 'STAFFORD AVENUE',\n",
-       "  'cross_street_2': 'VINELAND AVENUE',\n",
-       "  'intersection_street_1': 'STAFFORD AVENUE',\n",
-       "  'intersection_street_2': 'VINELAND AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'GRANTWOOD AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '03 STATEN ISLAND',\n",
-       "  'bbl': '5056680061',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '933542',\n",
-       "  'y_coordinate_state_plane': '140638',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.55254953854794',\n",
-       "  'longitude': '-74.18247252572347',\n",
-       "  'location': {'latitude': '40.55254953854794',\n",
-       "   'longitude': '-74.18247252572347',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968071',\n",
-       "  'created_date': '2022-04-21T19:13:39.000',\n",
-       "  'closed_date': '2022-04-21T19:45:37.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1234 STRATFORD AVENUE',\n",
-       "  'street_name': 'STRATFORD AVENUE',\n",
-       "  'cross_street_1': 'PELHAM LINE',\n",
-       "  'cross_street_2': 'EAST  172 STREET',\n",
-       "  'intersection_street_1': 'PELHAM LINE',\n",
-       "  'intersection_street_2': 'EAST  172 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'STRATFORD AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:45:41.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037770015',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1018644',\n",
-       "  'y_coordinate_state_plane': '241759',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83018108184639',\n",
-       "  'longitude': '-73.87571695998837',\n",
-       "  'location': {'latitude': '40.83018108184639',\n",
-       "   'longitude': '-73.87571695998837',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969990',\n",
-       "  'created_date': '2022-04-21T19:13:54.000',\n",
-       "  'closed_date': '2022-04-21T19:45:13.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1329 COMMONWEALTH AVENUE',\n",
-       "  'street_name': 'COMMONWEALTH AVENUE',\n",
-       "  'cross_street_1': 'EAST  172 STREET',\n",
-       "  'cross_street_2': 'EAST  174 STREET',\n",
-       "  'intersection_street_1': 'EAST  172 STREET',\n",
-       "  'intersection_street_2': 'EAST  174 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'COMMONWEALTH AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:45:17.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2038740063',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1020596',\n",
-       "  'y_coordinate_state_plane': '242945',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83342849023004',\n",
-       "  'longitude': '-73.86865697421297',\n",
-       "  'location': {'latitude': '40.83342849023004',\n",
-       "   'longitude': '-73.86865697421297',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972351',\n",
-       "  'created_date': '2022-04-21T19:14:07.000',\n",
-       "  'closed_date': '2022-04-21T20:56:17.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '41-51 150 STREET',\n",
-       "  'street_name': '150 STREET',\n",
-       "  'cross_street_1': 'BARCLAY AVENUE',\n",
-       "  'cross_street_2': 'SANFORD AVENUE',\n",
-       "  'intersection_street_1': 'BARCLAY AVENUE',\n",
-       "  'intersection_street_2': 'SANFORD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': '150 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:56:22.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4050590010',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1035943',\n",
-       "  'y_coordinate_state_plane': '216767',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.761500673291984',\n",
-       "  'longitude': '-73.81339939623913',\n",
-       "  'location': {'latitude': '40.761500673291984',\n",
-       "   'longitude': '-73.81339939623913',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969685',\n",
-       "  'created_date': '2022-04-21T19:14:13.000',\n",
-       "  'closed_date': '2022-04-25T07:39:31.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Sidewalk Condition',\n",
-       "  'descriptor': 'Blocked - Construction',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '2020 COLONIAL AVENUE',\n",
-       "  'street_name': 'COLONIAL AVENUE',\n",
-       "  'cross_street_1': 'PELHAM LINE',\n",
-       "  'cross_street_2': 'EAST  196 STREET',\n",
-       "  'intersection_street_1': 'PELHAM LINE',\n",
-       "  'intersection_street_2': 'EAST  196 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'COLONIAL AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation inspected the condition you reported and found that the condition meets its standards and/or there is a valid permit to conduct work.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T07:39:35.000',\n",
-       "  'community_board': '10 BRONX',\n",
-       "  'bbl': '2042490008',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1031800',\n",
-       "  'y_coordinate_state_plane': '250147',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.853142618407844',\n",
-       "  'longitude': '-73.82811826240604',\n",
-       "  'location': {'latitude': '40.853142618407844',\n",
-       "   'longitude': '-73.82811826240604',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975339',\n",
-       "  'created_date': '2022-04-21T19:14:28.000',\n",
-       "  'closed_date': '2022-04-25T11:08:50.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Illegal Dumping',\n",
-       "  'descriptor': 'Chronic Dumping',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11379',\n",
-       "  'incident_address': '60-65 74 STREET',\n",
-       "  'street_name': '74 STREET',\n",
-       "  'cross_street_1': '60 AVENUE',\n",
-       "  'cross_street_2': 'ELIOT AVENUE',\n",
-       "  'intersection_street_1': '60 AVENUE',\n",
-       "  'intersection_street_2': 'ELIOT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'MIDDLE VILLAGE',\n",
-       "  'landmark': '74 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation will note this location for periodic surveillance, which may take place at various times.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T11:08:54.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4028440054',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1015921',\n",
-       "  'y_coordinate_state_plane': '202402',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72216675659021',\n",
-       "  'longitude': '-73.88574203557478',\n",
-       "  'location': {'latitude': '40.72216675659021',\n",
-       "   'longitude': '-73.88574203557478',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974693',\n",
-       "  'created_date': '2022-04-21T19:14:37.000',\n",
-       "  'closed_date': '2022-04-21T20:46:05.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10009',\n",
-       "  'incident_address': '133 AVENUE D',\n",
-       "  'street_name': 'AVENUE D',\n",
-       "  'cross_street_1': 'EAST    9 STREET',\n",
-       "  'cross_street_2': 'EAST   10 STREET',\n",
-       "  'intersection_street_1': 'EAST    9 STREET',\n",
-       "  'intersection_street_2': 'EAST   10 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'AVENUE D',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:46:08.000',\n",
-       "  'community_board': '03 MANHATTAN',\n",
-       "  'bbl': '1003790037',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '991057',\n",
-       "  'y_coordinate_state_plane': '203237',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.72451270375813',\n",
-       "  'longitude': '-73.9754418511651',\n",
-       "  'location': {'latitude': '40.72451270375813',\n",
-       "   'longitude': '-73.9754418511651',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973145',\n",
-       "  'created_date': '2022-04-21T19:15:40.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Mold',\n",
-       "  'descriptor': 'Loft Building',\n",
-       "  'location_type': 'Loft Building - Common Areas',\n",
-       "  'incident_zip': '11235',\n",
-       "  'incident_address': '3014 BRIGHTON    8 STREET',\n",
-       "  'street_name': 'BRIGHTON    8 STREET',\n",
-       "  'cross_street_1': 'OCEAN VIEW AVENUE',\n",
-       "  'cross_street_2': 'BEND',\n",
-       "  'intersection_street_1': 'OCEAN VIEW AVENUE',\n",
-       "  'intersection_street_2': 'BEND',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BRIGHTON    8 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '13 BROOKLYN',\n",
-       "  'bbl': '3086770010',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995204',\n",
-       "  'y_coordinate_state_plane': '150379',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.5794248921144',\n",
-       "  'longitude': '-73.96056624265097',\n",
-       "  'location': {'latitude': '40.5794248921144',\n",
-       "   'longitude': '-73.96056624265097',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975497',\n",
-       "  'created_date': '2022-04-21T19:15:55.000',\n",
-       "  'closed_date': '2022-04-21T19:46:04.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11102',\n",
-       "  'incident_address': '11-52 30 ROAD',\n",
-       "  'street_name': '30 ROAD',\n",
-       "  'cross_street_1': 'VERNON BOULEVARD',\n",
-       "  'cross_street_2': '12 STREET',\n",
-       "  'intersection_street_1': 'VERNON BOULEVARD',\n",
-       "  'intersection_street_2': '12 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': '30 ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:46:08.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4005050036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1002780',\n",
-       "  'y_coordinate_state_plane': '220095',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.77076687237936',\n",
-       "  'longitude': '-73.93310142546859',\n",
-       "  'location': {'latitude': '40.77076687237936',\n",
-       "   'longitude': '-73.93310142546859',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969608',\n",
-       "  'created_date': '2022-04-21T19:15:59.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Maintenance or Facility',\n",
-       "  'descriptor': 'Garbage or Litter',\n",
-       "  'location_type': 'Park',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '506 EDGECOMBE AVENUE',\n",
-       "  'street_name': 'EDGECOMBE AVENUE',\n",
-       "  'cross_street_1': 'WEST  157 STREET',\n",
-       "  'cross_street_2': 'WEST  158 STREET',\n",
-       "  'intersection_street_1': 'WEST  157 STREET',\n",
-       "  'intersection_street_2': 'WEST  158 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EDGECOMBE AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021060001',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000839',\n",
-       "  'y_coordinate_state_plane': '242453',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Highbridge Park (Manhattan)',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83213730155205',\n",
-       "  'longitude': '-73.94005374663267',\n",
-       "  'location': {'latitude': '40.83213730155205',\n",
-       "   'longitude': '-73.94005374663267',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972465',\n",
-       "  'created_date': '2022-04-21T19:17:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Light Condition',\n",
-       "  'descriptor': 'Street Light Out',\n",
-       "  'incident_zip': '11236',\n",
-       "  'intersection_street_1': 'EAST 108 STREET',\n",
-       "  'intersection_street_2': 'STANLEY AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1012661',\n",
-       "  'y_coordinate_state_plane': '177364',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65345431306768',\n",
-       "  'longitude': '-73.89760855543847',\n",
-       "  'location': {'latitude': '40.65345431306768',\n",
-       "   'longitude': '-73.89760855543847',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974995',\n",
-       "  'created_date': '2022-04-21T19:17:02.000',\n",
-       "  'closed_date': '2022-04-22T02:04:58.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10012',\n",
-       "  'incident_address': '39 WEST    4 STREET',\n",
-       "  'street_name': 'WEST    4 STREET',\n",
-       "  'cross_street_1': 'GREENE STREET',\n",
-       "  'cross_street_2': 'WASHINGTON SQUARE EAST',\n",
-       "  'intersection_street_1': 'GREENE STREET',\n",
-       "  'intersection_street_2': 'WASHINGTON SQUARE EAST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST    4 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T02:05:04.000',\n",
-       "  'community_board': '02 MANHATTAN',\n",
-       "  'bbl': '1005460011',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '985344',\n",
-       "  'y_coordinate_state_plane': '204983',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.72930760003705',\n",
-       "  'longitude': '-73.99605280628055',\n",
-       "  'location': {'latitude': '40.72930760003705',\n",
-       "   'longitude': '-73.99605280628055',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971336',\n",
-       "  'created_date': '2022-04-21T19:17:06.000',\n",
-       "  'closed_date': '2022-04-21T19:39:25.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10027',\n",
-       "  'incident_address': '212 WEST  129 STREET',\n",
-       "  'street_name': 'WEST  129 STREET',\n",
-       "  'cross_street_1': 'ADAM CLAYTON POWELL JR BOULEVARD',\n",
-       "  'cross_street_2': 'FREDERICK DOUGLASS BOULEVARD',\n",
-       "  'intersection_street_1': 'ADAM CLAYTON POWELL JR BOULEVARD',\n",
-       "  'intersection_street_2': 'FREDERICK DOUGLASS BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  129 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:39:28.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1019330001',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '998846',\n",
-       "  'y_coordinate_state_plane': '235057',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.81184089578826',\n",
-       "  'longitude': '-73.94727176637402',\n",
-       "  'location': {'latitude': '40.81184089578826',\n",
-       "   'longitude': '-73.94727176637402',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972226',\n",
-       "  'created_date': '2022-04-21T19:17:11.000',\n",
-       "  'closed_date': '2022-04-21T20:06:42.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11421',\n",
-       "  'incident_address': '80-79 88 ROAD',\n",
-       "  'street_name': '88 ROAD',\n",
-       "  'cross_street_1': '80 STREET',\n",
-       "  'cross_street_2': '85 STREET',\n",
-       "  'intersection_street_1': '80 STREET',\n",
-       "  'intersection_street_2': '85 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'WOODHAVEN',\n",
-       "  'landmark': '88 ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:06:46.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'bbl': '4089160042',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1023323',\n",
-       "  'y_coordinate_state_plane': '190588',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68971055745062',\n",
-       "  'longitude': '-73.85910678513072',\n",
-       "  'location': {'latitude': '40.68971055745062',\n",
-       "   'longitude': '-73.85910678513072',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970207',\n",
-       "  'created_date': '2022-04-21T19:17:12.000',\n",
-       "  'closed_date': '2022-04-21T19:29:17.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11230',\n",
-       "  'incident_address': '1013 AVENUE J',\n",
-       "  'street_name': 'AVENUE J',\n",
-       "  'cross_street_1': 'EAST   10 STREET',\n",
-       "  'cross_street_2': 'CONEY ISLAND AVENUE',\n",
-       "  'intersection_street_1': 'EAST   10 STREET',\n",
-       "  'intersection_street_2': 'CONEY ISLAND AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'AVENUE J',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:29:20.000',\n",
-       "  'community_board': '12 BROOKLYN',\n",
-       "  'bbl': '3065230027',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '993706',\n",
-       "  'y_coordinate_state_plane': '166869',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.624688311513864',\n",
-       "  'longitude': '-73.96593586954592',\n",
-       "  'location': {'latitude': '40.624688311513864',\n",
-       "   'longitude': '-73.96593586954592',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974236',\n",
-       "  'created_date': '2022-04-21T19:17:43.000',\n",
-       "  'closed_date': '2022-04-21T19:57:12.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Crosswalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11417',\n",
-       "  'incident_address': '94-02 149 AVENUE',\n",
-       "  'street_name': '149 AVENUE',\n",
-       "  'cross_street_1': '94 STREET',\n",
-       "  'cross_street_2': '95 STREET',\n",
-       "  'intersection_street_1': '94 STREET',\n",
-       "  'intersection_street_2': '95 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'OZONE PARK',\n",
-       "  'landmark': '149 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:57:16.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4115450001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028201',\n",
-       "  'y_coordinate_state_plane': '183697',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.670773477493604',\n",
-       "  'longitude': '-73.84156219878707',\n",
-       "  'location': {'latitude': '40.670773477493604',\n",
-       "   'longitude': '-73.84156219878707',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973579',\n",
-       "  'created_date': '2022-04-21T19:18:43.000',\n",
-       "  'closed_date': '2022-04-21T19:56:12.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11373',\n",
-       "  'incident_address': '40-26 BENHAM STREET',\n",
-       "  'street_name': 'BENHAM STREET',\n",
-       "  'cross_street_1': 'FLUSHING LINE',\n",
-       "  'cross_street_2': 'WHITNEY AVENUE',\n",
-       "  'intersection_street_1': 'FLUSHING LINE',\n",
-       "  'intersection_street_2': 'WHITNEY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ELMHURST',\n",
-       "  'landmark': 'BENHAM STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:56:16.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4015510024',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1018899',\n",
-       "  'y_coordinate_state_plane': '211926',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74829659827454',\n",
-       "  'longitude': '-73.87494941017859',\n",
-       "  'location': {'latitude': '40.74829659827454',\n",
-       "   'longitude': '-73.87494941017859',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969939',\n",
-       "  'created_date': '2022-04-21T19:19:00.000',\n",
-       "  'closed_date': '2022-04-22T11:10:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Leak (Use Comments) (WA2)',\n",
-       "  'incident_zip': '11422',\n",
-       "  'incident_address': '255-12 148 ROAD',\n",
-       "  'street_name': '148 ROAD',\n",
-       "  'cross_street_1': 'WELLER LN',\n",
-       "  'cross_street_2': '257 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ROSEDALE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environment Protection inspected your complaint but could not find the problem you reported. If the condition persists, please call 311 (or 212-639-9675 if calling from a non-New York City area code) with more detailed information to submit a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T11:10:00.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4136670014',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1058081',\n",
-       "  'y_coordinate_state_plane': '177804',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.654399806955354',\n",
-       "  'longitude': '-73.73391363252374',\n",
-       "  'location': {'latitude': '40.654399806955354',\n",
-       "   'longitude': '-73.73391363252374',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970306',\n",
-       "  'created_date': '2022-04-21T19:19:00.000',\n",
-       "  'closed_date': '2022-04-21T21:10:08.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10033',\n",
-       "  'incident_address': '1474 ST NICHOLAS AVENUE',\n",
-       "  'street_name': 'ST NICHOLAS AVENUE',\n",
-       "  'cross_street_1': 'WEST  183 STREET',\n",
-       "  'cross_street_2': 'WEST  184 STREET',\n",
-       "  'intersection_street_1': 'WEST  183 STREET',\n",
-       "  'intersection_street_2': 'WEST  184 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'ST NICHOLAS AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:10:11.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021540072',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1002918',\n",
-       "  'y_coordinate_state_plane': '249311',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.85095635453268',\n",
-       "  'longitude': '-73.93252195435025',\n",
-       "  'location': {'latitude': '40.85095635453268',\n",
-       "   'longitude': '-73.93252195435025',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971051',\n",
-       "  'created_date': '2022-04-21T19:19:00.000',\n",
-       "  'closed_date': '2022-04-21T19:19:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Running Full (WA4)',\n",
-       "  'incident_zip': '11234',\n",
-       "  'incident_address': '4811 AVENUE M',\n",
-       "  'street_name': 'AVENUE M',\n",
-       "  'cross_street_1': 'E 48 ST',\n",
-       "  'cross_street_2': 'E 49 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:19:00.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3078460005',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003996',\n",
-       "  'y_coordinate_state_plane': '165626',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.621259578200466',\n",
-       "  'longitude': '-73.92887099994473',\n",
-       "  'location': {'latitude': '40.621259578200466',\n",
-       "   'longitude': '-73.92887099994473',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968863',\n",
-       "  'created_date': '2022-04-21T19:19:19.000',\n",
-       "  'closed_date': '2022-04-21T19:57:33.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11214',\n",
-       "  'incident_address': '110 BAY   37 STREET',\n",
-       "  'street_name': 'BAY   37 STREET',\n",
-       "  'cross_street_1': 'BENSON AVENUE',\n",
-       "  'cross_street_2': 'BATH AVENUE',\n",
-       "  'intersection_street_1': 'BENSON AVENUE',\n",
-       "  'intersection_street_2': 'BATH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BAY   37 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:57:36.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3068760057',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '986728',\n",
-       "  'y_coordinate_state_plane': '156593',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.59648750382108',\n",
-       "  'longitude': '-73.99107706612449',\n",
-       "  'location': {'latitude': '40.59648750382108',\n",
-       "   'longitude': '-73.99107706612449',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974450',\n",
-       "  'created_date': '2022-04-21T19:19:34.000',\n",
-       "  'closed_date': '2022-04-21T20:24:05.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11230',\n",
-       "  'incident_address': '1535 EAST   14 STREET',\n",
-       "  'street_name': 'EAST   14 STREET',\n",
-       "  'cross_street_1': 'AVENUE O',\n",
-       "  'cross_street_2': 'AVENUE P',\n",
-       "  'intersection_street_1': 'AVENUE O',\n",
-       "  'intersection_street_2': 'AVENUE P',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   14 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:24:09.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3067610075',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995411',\n",
-       "  'y_coordinate_state_plane': '162193',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61185168003769',\n",
-       "  'longitude': '-73.95980153797257',\n",
-       "  'location': {'latitude': '40.61185168003769',\n",
-       "   'longitude': '-73.95980153797257',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970091',\n",
-       "  'created_date': '2022-04-21T19:19:51.000',\n",
-       "  'closed_date': '2022-04-21T20:31:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '959 BROOKLYN AVENUE',\n",
-       "  'street_name': 'BROOKLYN AVENUE',\n",
-       "  'cross_street_1': 'CHURCH AVENUE',\n",
-       "  'cross_street_2': 'SNYDER AVENUE',\n",
-       "  'intersection_street_1': 'CHURCH AVENUE',\n",
-       "  'intersection_street_2': 'SNYDER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BROOKLYN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:31:57.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3048900054',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '999873',\n",
-       "  'y_coordinate_state_plane': '176192',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65026922361382',\n",
-       "  'longitude': '-73.94369839439283',\n",
-       "  'location': {'latitude': '40.65026922361382',\n",
-       "   'longitude': '-73.94369839439283',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975508',\n",
-       "  'created_date': '2022-04-21T19:20:00.000',\n",
-       "  'closed_date': '2022-04-21T20:01:12.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11209',\n",
-       "  'incident_address': '160 95 STREET',\n",
-       "  'street_name': '95 STREET',\n",
-       "  'cross_street_1': 'SHORE ROAD',\n",
-       "  'cross_street_2': 'MARINE AVENUE',\n",
-       "  'intersection_street_1': 'SHORE ROAD',\n",
-       "  'intersection_street_2': 'MARINE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '95 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:01:16.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3061200026',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '973968',\n",
-       "  'y_coordinate_state_plane': '164057',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.616969038084896',\n",
-       "  'longitude': '-74.03703541535141',\n",
-       "  'location': {'latitude': '40.616969038084896',\n",
-       "   'longitude': '-74.03703541535141',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970963',\n",
-       "  'created_date': '2022-04-21T19:20:19.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Obstruction',\n",
-       "  'descriptor': 'Trash or Recycling',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '111-27 112 STREET',\n",
-       "  'street_name': '112 STREET',\n",
-       "  'cross_street_1': '111 AVENUE',\n",
-       "  'cross_street_2': 'ROCKAWAY BOULEVARD',\n",
-       "  'intersection_street_1': '111 AVENUE',\n",
-       "  'intersection_street_2': 'ROCKAWAY BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '112 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no violation at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T05:39:47.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4116170054',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1032218',\n",
-       "  'y_coordinate_state_plane': '186556',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.67859992014429',\n",
-       "  'longitude': '-73.82706111017579',\n",
-       "  'location': {'latitude': '40.67859992014429',\n",
-       "   'longitude': '-73.82706111017579',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975946',\n",
-       "  'created_date': '2022-04-21T19:20:45.000',\n",
-       "  'closed_date': '2022-04-22T21:21:17.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10019',\n",
-       "  'incident_address': '446 WEST   58 STREET',\n",
-       "  'street_name': 'WEST   58 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'bbl': '1010670051',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '987966',\n",
-       "  'y_coordinate_state_plane': '219503',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.76916062655122',\n",
-       "  'longitude': '-73.98658450706913',\n",
-       "  'location': {'latitude': '40.76916062655122',\n",
-       "   'longitude': '-73.98658450706913',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975940',\n",
-       "  'created_date': '2022-04-21T19:20:49.000',\n",
-       "  'closed_date': '2022-04-25T16:27:21.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11374',\n",
-       "  'incident_address': '98-33 64 AVENUE',\n",
-       "  'street_name': '64 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'REGO PARK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '06 QUEENS',\n",
-       "  'bbl': '4021000021',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1023699',\n",
-       "  'y_coordinate_state_plane': '205467',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.7305481592761',\n",
-       "  'longitude': '-73.85766379125519',\n",
-       "  'location': {'latitude': '40.7305481592761',\n",
-       "   'longitude': '-73.85766379125519',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973682',\n",
-       "  'created_date': '2022-04-21T19:21:06.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'WINDOW FRAME',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '160 WEST   62 STREET',\n",
-       "  'street_name': 'WEST   62 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011320035',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '987750',\n",
-       "  'y_coordinate_state_plane': '220822',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.77278102572542',\n",
-       "  'longitude': '-73.98736362273827',\n",
-       "  'location': {'latitude': '40.77278102572542',\n",
-       "   'longitude': '-73.98736362273827',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969424',\n",
-       "  'created_date': '2022-04-21T19:21:06.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'WINDOW FRAME',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '160 WEST   62 STREET',\n",
-       "  'street_name': 'WEST   62 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011320035',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '987750',\n",
-       "  'y_coordinate_state_plane': '220822',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.77278102572542',\n",
-       "  'longitude': '-73.98736362273827',\n",
-       "  'location': {'latitude': '40.77278102572542',\n",
-       "   'longitude': '-73.98736362273827',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975999',\n",
-       "  'created_date': '2022-04-21T19:21:06.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'WALL',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '160 WEST   62 STREET',\n",
-       "  'street_name': 'WEST   62 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011320035',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '987750',\n",
-       "  'y_coordinate_state_plane': '220822',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.77278102572542',\n",
-       "  'longitude': '-73.98736362273827',\n",
-       "  'location': {'latitude': '40.77278102572542',\n",
-       "   'longitude': '-73.98736362273827',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968531',\n",
-       "  'created_date': '2022-04-21T19:21:13.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '11356',\n",
-       "  'incident_address': '18-11 129 STREET',\n",
-       "  'street_name': '129 STREET',\n",
-       "  'cross_street_1': '18 AVENUE',\n",
-       "  'cross_street_2': '20 AVENUE',\n",
-       "  'intersection_street_1': '18 AVENUE',\n",
-       "  'intersection_street_2': '20 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'COLLEGE POINT',\n",
-       "  'landmark': '129 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4041350020',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028693',\n",
-       "  'y_coordinate_state_plane': '224581',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.78298744269326',\n",
-       "  'longitude': '-73.83951859649474',\n",
-       "  'location': {'latitude': '40.78298744269326',\n",
-       "   'longitude': '-73.83951859649474',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968535',\n",
-       "  'created_date': '2022-04-21T19:21:17.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10024',\n",
-       "  'incident_address': '150 WEST   84 STREET',\n",
-       "  'street_name': 'WEST   84 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_1': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   84 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1012140054',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '991289',\n",
-       "  'y_coordinate_state_plane': '225555',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.7857697499886',\n",
-       "  'longitude': '-73.97458148216029',\n",
-       "  'location': {'latitude': '40.7857697499886',\n",
-       "   'longitude': '-73.97458148216029',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971218',\n",
-       "  'created_date': '2022-04-21T19:21:25.000',\n",
-       "  'closed_date': '2022-04-21T20:32:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '955 BROOKLYN AVENUE',\n",
-       "  'street_name': 'BROOKLYN AVENUE',\n",
-       "  'cross_street_1': 'CHURCH AVENUE',\n",
-       "  'cross_street_2': 'SNYDER AVENUE',\n",
-       "  'intersection_street_1': 'CHURCH AVENUE',\n",
-       "  'intersection_street_2': 'SNYDER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BROOKLYN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:32:27.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3048900055',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '999871',\n",
-       "  'y_coordinate_state_plane': '176219',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65034333626216',\n",
-       "  'longitude': '-73.94370553938792',\n",
-       "  'location': {'latitude': '40.65034333626216',\n",
-       "   'longitude': '-73.94370553938792',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970697',\n",
-       "  'created_date': '2022-04-21T19:21:33.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Signs of Rodents',\n",
-       "  'location_type': '1-2 Family Dwelling',\n",
-       "  'incident_zip': '11235',\n",
-       "  'incident_address': '12 BRIGHTON    3 ROAD',\n",
-       "  'street_name': 'BRIGHTON    3 ROAD',\n",
-       "  'cross_street_1': 'BRIGHTON    3 STREET',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'intersection_street_1': 'BRIGHTON    3 STREET',\n",
-       "  'intersection_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BRIGHTON    3 ROAD',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '13 BROOKLYN',\n",
-       "  'bbl': '3072610110',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '993909',\n",
-       "  'y_coordinate_state_plane': '151321',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.58201200133247',\n",
-       "  'longitude': '-73.96522681998181',\n",
-       "  'location': {'latitude': '40.58201200133247',\n",
-       "   'longitude': '-73.96522681998181',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968994',\n",
-       "  'created_date': '2022-04-21T19:21:44.000',\n",
-       "  'closed_date': '2022-04-21T22:45:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11210',\n",
-       "  'incident_address': '3423 FARRAGUT ROAD',\n",
-       "  'street_name': 'FARRAGUT ROAD',\n",
-       "  'cross_street_1': 'EAST   34 STREET',\n",
-       "  'cross_street_2': 'EAST   35 STREET',\n",
-       "  'intersection_street_1': 'EAST   34 STREET',\n",
-       "  'intersection_street_2': 'EAST   35 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FARRAGUT ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:45:47.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3049980001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '999829',\n",
-       "  'y_coordinate_state_plane': '171187',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.63653165543581',\n",
-       "  'longitude': '-73.94386851780256',\n",
-       "  'location': {'latitude': '40.63653165543581',\n",
-       "   'longitude': '-73.94386851780256',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974424',\n",
-       "  'created_date': '2022-04-21T19:21:53.000',\n",
-       "  'closed_date': '2022-04-21T20:29:28.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Traffic',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '701 FENIMORE STREET',\n",
-       "  'street_name': 'FENIMORE STREET',\n",
-       "  'cross_street_1': 'ALBANY AVENUE',\n",
-       "  'cross_street_2': 'TROY AVENUE',\n",
-       "  'intersection_street_1': 'ALBANY AVENUE',\n",
-       "  'intersection_street_2': 'TROY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FENIMORE STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:29:32.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3048130001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1001342',\n",
-       "  'y_coordinate_state_plane': '179538',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65945054642171',\n",
-       "  'longitude': '-73.93839598658988',\n",
-       "  'location': {'latitude': '40.65945054642171',\n",
-       "   'longitude': '-73.93839598658988',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971860',\n",
-       "  'created_date': '2022-04-21T19:21:59.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '301 AMSTERDAM AVENUE',\n",
-       "  'street_name': 'AMSTERDAM AVENUE',\n",
-       "  'cross_street_1': 'WEST   74 STREET',\n",
-       "  'cross_street_2': 'WEST   75 STREET',\n",
-       "  'intersection_street_1': 'WEST   74 STREET',\n",
-       "  'intersection_street_2': 'WEST   75 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'AMSTERDAM AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011460001',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989633',\n",
-       "  'y_coordinate_state_plane': '223474',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.780059121905495',\n",
-       "  'longitude': '-73.98056312741967',\n",
-       "  'location': {'latitude': '40.780059121905495',\n",
-       "   'longitude': '-73.98056312741967',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971039',\n",
-       "  'created_date': '2022-04-21T19:22:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Leak (Use Comments) (WA2)',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '850 CLARKSON AVENUE',\n",
-       "  'street_name': 'CLARKSON AVENUE',\n",
-       "  'cross_street_1': 'UTICA AVE',\n",
-       "  'cross_street_2': 'E 51 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Started',\n",
-       "  'resolution_description': 'The Department of Environmental Protection has inspected your complaint and determined that further investigation is required. More information will be available once the condition is resolved. Please visit nyc.gov/311 or call 311 at a later time to check the status of your complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:25:00.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3046370010',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003641',\n",
-       "  'y_coordinate_state_plane': '178523',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65665985900742',\n",
-       "  'longitude': '-73.93011271466015',\n",
-       "  'location': {'latitude': '40.65665985900742',\n",
-       "   'longitude': '-73.93011271466015',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968943',\n",
-       "  'created_date': '2022-04-21T19:22:08.000',\n",
-       "  'closed_date': '2022-04-21T20:21:36.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11231',\n",
-       "  'incident_address': '119 THIRD PLACE',\n",
-       "  'street_name': 'THIRD PLACE',\n",
-       "  'cross_street_1': 'COURT STREET',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'intersection_street_1': 'COURT STREET',\n",
-       "  'intersection_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '3 PLACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:21:39.000',\n",
-       "  'community_board': '06 BROOKLYN',\n",
-       "  'bbl': '3004630035',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '985098',\n",
-       "  'y_coordinate_state_plane': '186467',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67848556091881',\n",
-       "  'longitude': '-73.99694271531324',\n",
-       "  'location': {'latitude': '40.67848556091881',\n",
-       "   'longitude': '-73.99694271531324',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972366',\n",
-       "  'created_date': '2022-04-21T19:22:08.000',\n",
-       "  'closed_date': '2022-04-21T20:36:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11237',\n",
-       "  'incident_address': '355 COVERT STREET',\n",
-       "  'street_name': 'COVERT STREET',\n",
-       "  'cross_street_1': 'KNICKERBOCKER AVENUE',\n",
-       "  'cross_street_2': 'IRVING AVENUE',\n",
-       "  'intersection_street_1': 'KNICKERBOCKER AVENUE',\n",
-       "  'intersection_street_2': 'IRVING AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'COVERT STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:36:19.000',\n",
-       "  'community_board': '04 BROOKLYN',\n",
-       "  'bbl': '3034190038',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1010515',\n",
-       "  'y_coordinate_state_plane': '191941',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.693471504653225',\n",
-       "  'longitude': '-73.90528579443111',\n",
-       "  'location': {'latitude': '40.693471504653225',\n",
-       "   'longitude': '-73.90528579443111',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968534',\n",
-       "  'created_date': '2022-04-21T19:22:36.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '247 WEST   72 STREET',\n",
-       "  'street_name': 'WEST   72 STREET',\n",
-       "  'cross_street_1': 'BROADWAY',\n",
-       "  'cross_street_2': 'WEST END AVENUE',\n",
-       "  'intersection_street_1': 'BROADWAY',\n",
-       "  'intersection_street_2': 'WEST END AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   72 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011640011',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '988901',\n",
-       "  'y_coordinate_state_plane': '223192',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.779285521969385',\n",
-       "  'longitude': '-73.98320641948227',\n",
-       "  'location': {'latitude': '40.779285521969385',\n",
-       "   'longitude': '-73.98320641948227',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975015',\n",
-       "  'created_date': '2022-04-21T19:22:41.000',\n",
-       "  'closed_date': '2022-04-22T07:01:25.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Dead/Dying Tree',\n",
-       "  'descriptor': 'Planted More Than 2 Years Ago',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '129-43 134 STREET',\n",
-       "  'street_name': '134 STREET',\n",
-       "  'cross_street_1': 'SUTTER AVENUE',\n",
-       "  'cross_street_2': '131 AVENUE',\n",
-       "  'intersection_street_1': 'SUTTER AVENUE',\n",
-       "  'intersection_street_2': '131 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '134 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'NYC Parks visited the site and inspected the condition. No work is necessary at this time.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:01:30.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4117730115',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1038487',\n",
-       "  'y_coordinate_state_plane': '184151',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.671962562516164',\n",
-       "  'longitude': '-73.80447892704406',\n",
-       "  'location': {'latitude': '40.671962562516164',\n",
-       "   'longitude': '-73.80447892704406',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969794',\n",
-       "  'created_date': '2022-04-21T19:22:42.000',\n",
-       "  'closed_date': '2022-04-22T16:06:03.000',\n",
-       "  'agency': 'DCA',\n",
-       "  'agency_name': 'Department of Consumer Affairs',\n",
-       "  'complaint_type': 'Consumer Complaint',\n",
-       "  'descriptor': 'Mobile Food Vendor',\n",
-       "  'location_type': 'Business',\n",
-       "  'incident_zip': '11356',\n",
-       "  'incident_address': '20 AVENUE',\n",
-       "  'street_name': '20 AVENUE',\n",
-       "  'cross_street_1': '20 AVENUE',\n",
-       "  'cross_street_2': 'COLLEGE POINT BOULEVARD',\n",
-       "  'intersection_street_1': '20 AVENUE',\n",
-       "  'intersection_street_2': 'COLLEGE POINT BOULEVARD',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Your complaint was referred to the Department of Consumer Affairs. There was insufficient information and the Department was not able to act on the matter.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T16:06:08.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1026916',\n",
-       "  'y_coordinate_state_plane': '224103',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.78168421855069',\n",
-       "  'longitude': '-73.84593827490423',\n",
-       "  'location': {'latitude': '40.78168421855069',\n",
-       "   'longitude': '-73.84593827490423',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975254',\n",
-       "  'created_date': '2022-04-21T19:22:45.000',\n",
-       "  'closed_date': '2022-04-21T20:01:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Subway',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department visited the location and no Encampment was found.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:02:01.000',\n",
-       "  'community_board': 'Unspecified BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997931',\n",
-       "  'y_coordinate_state_plane': '182608',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'bridge_highway_name': '2',\n",
-       "  'bridge_highway_segment': 'Mezzanine',\n",
-       "  'latitude': '40.667882942564965',\n",
-       "  'longitude': '-73.95068388532971',\n",
-       "  'location': {'latitude': '40.667882942564965',\n",
-       "   'longitude': '-73.95068388532971',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970107',\n",
-       "  'created_date': '2022-04-21T19:22:48.000',\n",
-       "  'closed_date': '2022-04-21T20:43:24.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11369',\n",
-       "  'incident_address': '32-58 86 STREET',\n",
-       "  'street_name': '86 STREET',\n",
-       "  'cross_street_1': '32 AVENUE',\n",
-       "  'cross_street_2': 'NORTHERN BOULEVARD',\n",
-       "  'intersection_street_1': '32 AVENUE',\n",
-       "  'intersection_street_2': 'NORTHERN BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'EAST ELMHURST',\n",
-       "  'landmark': '86 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:43:27.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'bbl': '4014150033',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1016989',\n",
-       "  'y_coordinate_state_plane': '215049',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.756875711958536',\n",
-       "  'longitude': '-73.8818275158277',\n",
-       "  'location': {'latitude': '40.756875711958536',\n",
-       "   'longitude': '-73.8818275158277',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971716',\n",
-       "  'created_date': '2022-04-21T19:23:01.000',\n",
-       "  'closed_date': '2022-04-21T20:34:26.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11379',\n",
-       "  'incident_address': '60-65 74 STREET',\n",
-       "  'street_name': '74 STREET',\n",
-       "  'cross_street_1': '60 AVENUE',\n",
-       "  'cross_street_2': 'ELIOT AVENUE',\n",
-       "  'intersection_street_1': '60 AVENUE',\n",
-       "  'intersection_street_2': 'ELIOT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'MIDDLE VILLAGE',\n",
-       "  'landmark': '74 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and a report was prepared.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:34:29.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4028440054',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1015921',\n",
-       "  'y_coordinate_state_plane': '202402',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72216675659021',\n",
-       "  'longitude': '-73.88574203557478',\n",
-       "  'location': {'latitude': '40.72216675659021',\n",
-       "   'longitude': '-73.88574203557478',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972258',\n",
-       "  'created_date': '2022-04-21T19:23:27.000',\n",
-       "  'closed_date': '2022-04-21T19:26:39.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11365',\n",
-       "  'incident_address': '56-33 FRESH MEADOW LANE',\n",
-       "  'street_name': 'FRESH MEADOW LANE',\n",
-       "  'cross_street_1': '56 AVENUE',\n",
-       "  'cross_street_2': 'BOOTH MEMORIAL AVENUE',\n",
-       "  'intersection_street_1': '56 AVENUE',\n",
-       "  'intersection_street_2': 'BOOTH MEMORIAL AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': 'FRESH MEADOW LANE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:26:43.000',\n",
-       "  'community_board': '11 QUEENS',\n",
-       "  'bbl': '4055960001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1040749',\n",
-       "  'y_coordinate_state_plane': '209888',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.742590204411336',\n",
-       "  'longitude': '-73.79610862887829',\n",
-       "  'location': {'latitude': '40.742590204411336',\n",
-       "   'longitude': '-73.79610862887829',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970221',\n",
-       "  'created_date': '2022-04-21T19:23:52.000',\n",
-       "  'closed_date': '2022-04-21T19:49:21.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1259 WHITE PLAINS ROAD',\n",
-       "  'street_name': 'WHITE PLAINS ROAD',\n",
-       "  'cross_street_1': 'GLEASON AVENUE',\n",
-       "  'cross_street_2': 'PELHAM LINE',\n",
-       "  'intersection_street_1': 'GLEASON AVENUE',\n",
-       "  'intersection_street_2': 'PELHAM LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WHITE PLAINS ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:49:26.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037670066',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022372',\n",
-       "  'y_coordinate_state_plane': '242379',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83186749745714',\n",
-       "  'longitude': '-73.86224229504697',\n",
-       "  'location': {'latitude': '40.83186749745714',\n",
-       "   'longitude': '-73.86224229504697',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976252',\n",
-       "  'created_date': '2022-04-21T19:24:02.000',\n",
-       "  'closed_date': '2022-04-22T09:16:57.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'Lost Property',\n",
-       "  'descriptor': 'Bag/Wallet',\n",
-       "  'location_type': 'Taxi',\n",
-       "  'incident_zip': '10011',\n",
-       "  'incident_address': '8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': '8 AVENUE',\n",
-       "  'cross_street_2': 'WEST   23 STREET',\n",
-       "  'intersection_street_1': '8 AVENUE',\n",
-       "  'intersection_street_2': 'WEST   23 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'See notes for information.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:17:01.000',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '984669',\n",
-       "  'y_coordinate_state_plane': '210807',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'taxi_pick_up_location': '8 AVENUE AND WEST   23 STREET, MANHATTAN, NY, 10011',\n",
-       "  'latitude': '40.74529309693587',\n",
-       "  'longitude': '-73.998487869284',\n",
-       "  'location': {'latitude': '40.74529309693587',\n",
-       "   'longitude': '-73.998487869284',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973786',\n",
-       "  'created_date': '2022-04-21T19:24:04.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'BASIN/SINK',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '58-37 COLLEGE POINT BOULEVARD',\n",
-       "  'street_name': 'COLLEGE POINT BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 286 - 0823 (QUEENS).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4063540049',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1029807',\n",
-       "  'y_coordinate_state_plane': '210825',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.745225166476146',\n",
-       "  'longitude': '-73.83558923811445',\n",
-       "  'location': {'latitude': '40.745225166476146',\n",
-       "   'longitude': '-73.83558923811445',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969268',\n",
-       "  'created_date': '2022-04-21T19:24:04.000',\n",
-       "  'closed_date': '2022-04-24T14:41:24.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '58-37 COLLEGE POINT BOULEVARD',\n",
-       "  'street_name': 'COLLEGE POINT BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to your apartment or others in the building to inspect for a lack of heat or hot water. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4063540049',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1029807',\n",
-       "  'y_coordinate_state_plane': '210825',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.745225166476146',\n",
-       "  'longitude': '-73.83558923811445',\n",
-       "  'location': {'latitude': '40.745225166476146',\n",
-       "   'longitude': '-73.83558923811445',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969277',\n",
-       "  'created_date': '2022-04-21T19:24:04.000',\n",
-       "  'closed_date': '2022-04-24T14:41:24.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '58-37 COLLEGE POINT BOULEVARD',\n",
-       "  'street_name': 'COLLEGE POINT BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to your apartment or others in the building to inspect for a lack of heat or hot water. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4063540049',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1029807',\n",
-       "  'y_coordinate_state_plane': '210825',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.745225166476146',\n",
-       "  'longitude': '-73.83558923811445',\n",
-       "  'location': {'latitude': '40.745225166476146',\n",
-       "   'longitude': '-73.83558923811445',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970520',\n",
-       "  'created_date': '2022-04-21T19:24:04.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'PESTS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '58-37 COLLEGE POINT BOULEVARD',\n",
-       "  'street_name': 'COLLEGE POINT BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 286 - 0823 (QUEENS).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4063540049',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1029807',\n",
-       "  'y_coordinate_state_plane': '210825',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.745225166476146',\n",
-       "  'longitude': '-73.83558923811445',\n",
-       "  'location': {'latitude': '40.745225166476146',\n",
-       "   'longitude': '-73.83558923811445',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970529',\n",
-       "  'created_date': '2022-04-21T19:24:04.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'SEWAGE',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '58-37 COLLEGE POINT BOULEVARD',\n",
-       "  'street_name': 'COLLEGE POINT BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 286 - 0823 (QUEENS).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4063540049',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1029807',\n",
-       "  'y_coordinate_state_plane': '210825',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.745225166476146',\n",
-       "  'longitude': '-73.83558923811445',\n",
-       "  'location': {'latitude': '40.745225166476146',\n",
-       "   'longitude': '-73.83558923811445',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972630',\n",
-       "  'created_date': '2022-04-21T19:24:05.000',\n",
-       "  'closed_date': '2022-04-23T16:27:21.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11379',\n",
-       "  'incident_address': '78-25 METROPOLITAN AVENUE',\n",
-       "  'street_name': 'METROPOLITAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'MIDDLE VILLAGE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4030680022',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1018912',\n",
-       "  'y_coordinate_state_plane': '199126',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.71316371822618',\n",
-       "  'longitude': '-73.87496843009596',\n",
-       "  'location': {'latitude': '40.71316371822618',\n",
-       "   'longitude': '-73.87496843009596',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971457',\n",
-       "  'created_date': '2022-04-21T19:24:06.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'ELECTRIC',\n",
-       "  'descriptor': 'LIGHTING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11218',\n",
-       "  'incident_address': '829 GREENWOOD AVENUE',\n",
-       "  'street_name': 'GREENWOOD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'bbl': '3052790043',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '991590',\n",
-       "  'y_coordinate_state_plane': '176933',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.652313846257364',\n",
-       "  'longitude': '-73.97354756270427',\n",
-       "  'location': {'latitude': '40.652313846257364',\n",
-       "   'longitude': '-73.97354756270427',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974793',\n",
-       "  'created_date': '2022-04-21T19:24:08.000',\n",
-       "  'closed_date': '2022-04-23T12:36:08.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10025',\n",
-       "  'incident_address': '504 WEST  111 STREET',\n",
-       "  'street_name': 'WEST  111 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '09 MANHATTAN',\n",
-       "  'bbl': '1018820038',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '994096',\n",
-       "  'y_coordinate_state_plane': '232221',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80406343151001',\n",
-       "  'longitude': '-73.96443535831492',\n",
-       "  'location': {'latitude': '40.80406343151001',\n",
-       "   'longitude': '-73.96443535831492',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973794',\n",
-       "  'created_date': '2022-04-21T19:24:20.000',\n",
-       "  'closed_date': '2022-04-22T16:36:04.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'WATER SUPPLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': '818 MARCY AVENUE',\n",
-       "  'street_name': 'MARCY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018180044',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '998873',\n",
-       "  'y_coordinate_state_plane': '189066',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.685607185900864',\n",
-       "  'longitude': '-73.94727423194487',\n",
-       "  'location': {'latitude': '40.685607185900864',\n",
-       "   'longitude': '-73.94727423194487',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973796',\n",
-       "  'created_date': '2022-04-21T19:24:20.000',\n",
-       "  'closed_date': '2022-04-22T16:36:04.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'WATER SUPPLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': '818 MARCY AVENUE',\n",
-       "  'street_name': 'MARCY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018180044',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '998873',\n",
-       "  'y_coordinate_state_plane': '189066',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.685607185900864',\n",
-       "  'longitude': '-73.94727423194487',\n",
-       "  'location': {'latitude': '40.685607185900864',\n",
-       "   'longitude': '-73.94727423194487',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968804',\n",
-       "  'created_date': '2022-04-21T19:25:00.000',\n",
-       "  'closed_date': '2022-04-22T09:33:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise, Barking Dog (NR5)',\n",
-       "  'incident_zip': '11101',\n",
-       "  'incident_address': '41-22 24 STREET',\n",
-       "  'street_name': '24 STREET',\n",
-       "  'cross_street_1': '41 AVE',\n",
-       "  'cross_street_2': 'QUEENS PLZA N',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'LONG ISLAND CITY',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that an inspection is not warranted to investigate this complaint at this time and sent a letter to the complainant and/or respondent.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:33:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4004130032',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1000803',\n",
-       "  'y_coordinate_state_plane': '213345',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.752243783959486',\n",
-       "  'longitude': '-73.94025557668047',\n",
-       "  'location': {'latitude': '40.752243783959486',\n",
-       "   'longitude': '-73.94025557668047',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975436',\n",
-       "  'created_date': '2022-04-21T19:25:00.000',\n",
-       "  'closed_date': '2022-04-23T13:35:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Running (WC3)',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '2011 GLEASON AVENUE',\n",
-       "  'street_name': 'GLEASON AVENUE',\n",
-       "  'cross_street_1': 'PUGSLEY AVE',\n",
-       "  'cross_street_2': 'CROSS BRONX EXPRESSWAY SR S',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection investigated this complaint and shut the running hydrant.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T13:35:00.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2038030001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1023903',\n",
-       "  'y_coordinate_state_plane': '242128',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83117183434975',\n",
-       "  'longitude': '-73.85671136494977',\n",
-       "  'location': {'latitude': '40.83117183434975',\n",
-       "   'longitude': '-73.85671136494977',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973950',\n",
-       "  'created_date': '2022-04-21T19:25:17.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Damaged Tree',\n",
-       "  'descriptor': 'Branch or Limb Has Fallen Down',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11361',\n",
-       "  'incident_address': '202-18 43 AVENUE',\n",
-       "  'street_name': '43 AVENUE',\n",
-       "  'cross_street_1': '202 STREET',\n",
-       "  'cross_street_2': '203 STREET',\n",
-       "  'intersection_street_1': '202 STREET',\n",
-       "  'intersection_street_2': '203 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BAYSIDE',\n",
-       "  'landmark': '43 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'NYC Parks created a work order for the tree condition and expects to address the issue within 120 days from the date of the tree assessment, barring any weather-related requests.   NYC Parks work priority categories range from Category A through D, with A being the most critical and time-sensitive. We will complete all work in Category A first and address work in lower priority categories in accordance with available resources. For more information about the Tree Risk Management Program, visit the NYC Urban Forest page on the NYC Parks website at nyc.gov/parks/trees.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:50:39.000',\n",
-       "  'community_board': '11 QUEENS',\n",
-       "  'bbl': '4062630007',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1044867',\n",
-       "  'y_coordinate_state_plane': '215676',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75844948589356',\n",
-       "  'longitude': '-73.78119563833094',\n",
-       "  'location': {'latitude': '40.75844948589356',\n",
-       "   'longitude': '-73.78119563833094',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972868',\n",
-       "  'created_date': '2022-04-21T19:25:39.000',\n",
-       "  'closed_date': '2022-04-21T20:07:47.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11101',\n",
-       "  'incident_address': '33-09 37 AVENUE',\n",
-       "  'street_name': '37 AVENUE',\n",
-       "  'cross_street_1': '33 STREET',\n",
-       "  'cross_street_2': '34 STREET',\n",
-       "  'intersection_street_1': '33 STREET',\n",
-       "  'intersection_street_2': '34 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'LONG ISLAND CITY',\n",
-       "  'landmark': '37 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:07:51.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4006020005',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1003816',\n",
-       "  'y_coordinate_state_plane': '214001',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75403818332395',\n",
-       "  'longitude': '-73.92937890946489',\n",
-       "  'location': {'latitude': '40.75403818332395',\n",
-       "   'longitude': '-73.92937890946489',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974491',\n",
-       "  'created_date': '2022-04-21T19:25:48.000',\n",
-       "  'closed_date': '2022-04-21T20:29:59.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11379',\n",
-       "  'incident_address': '60-68 74 STREET',\n",
-       "  'street_name': '74 STREET',\n",
-       "  'cross_street_1': '60 AVENUE',\n",
-       "  'cross_street_2': 'ELIOT AVENUE',\n",
-       "  'intersection_street_1': '60 AVENUE',\n",
-       "  'intersection_street_2': 'ELIOT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'MIDDLE VILLAGE',\n",
-       "  'landmark': '74 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:30:04.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4028430038',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1015823',\n",
-       "  'y_coordinate_state_plane': '202551',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.722576075533524',\n",
-       "  'longitude': '-73.886094886149',\n",
-       "  'location': {'latitude': '40.722576075533524',\n",
-       "   'longitude': '-73.886094886149',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973667',\n",
-       "  'created_date': '2022-04-21T19:25:54.000',\n",
-       "  'closed_date': '2022-04-21T19:29:19.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Non-Emergency Police Matter',\n",
-       "  'descriptor': 'Other (complaint details)',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11375',\n",
-       "  'incident_address': '69-69 YELLOWSTONE BOULEVARD',\n",
-       "  'street_name': 'YELLOWSTONE BOULEVARD',\n",
-       "  'cross_street_1': 'QUEENS BOULEVARD',\n",
-       "  'cross_street_2': 'GERARD PLACE',\n",
-       "  'intersection_street_1': 'QUEENS BOULEVARD',\n",
-       "  'intersection_street_2': 'GERARD PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FOREST HILLS',\n",
-       "  'landmark': 'YELLOWSTONE BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:29:23.000',\n",
-       "  'community_board': '06 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1026285',\n",
-       "  'y_coordinate_state_plane': '202627',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.722741150659274',\n",
-       "  'longitude': '-73.84835098461681',\n",
-       "  'location': {'latitude': '40.722741150659274',\n",
-       "   'longitude': '-73.84835098461681',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975180',\n",
-       "  'created_date': '2022-04-21T19:26:09.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Blocked - Construction',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '129-33 134 STREET',\n",
-       "  'street_name': '134 STREET',\n",
-       "  'cross_street_1': 'SUTTER AVENUE',\n",
-       "  'cross_street_2': '131 AVENUE',\n",
-       "  'intersection_street_1': 'SUTTER AVENUE',\n",
-       "  'intersection_street_2': '131 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '134 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Transportation will inspect the condition and will determine the next action.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T09:51:36.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4117730111',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1038487',\n",
-       "  'y_coordinate_state_plane': '184155',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.67197354159228',\n",
-       "  'longitude': '-73.80447889485855',\n",
-       "  'location': {'latitude': '40.67197354159228',\n",
-       "   'longitude': '-73.80447889485855',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968084',\n",
-       "  'created_date': '2022-04-21T19:26:21.000',\n",
-       "  'closed_date': '2022-04-21T19:46:48.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11207',\n",
-       "  'incident_address': '893 SCHENCK AVENUE',\n",
-       "  'street_name': 'SCHENCK AVENUE',\n",
-       "  'cross_street_1': 'PRINCE JOSHUA AVITTO WAY',\n",
-       "  'cross_street_2': 'WORTMAN AVENUE',\n",
-       "  'intersection_street_1': 'PRINCE JOSHUA AVITTO WAY',\n",
-       "  'intersection_street_2': 'WORTMAN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SCHENCK AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:46:51.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3043770001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1017261',\n",
-       "  'y_coordinate_state_plane': '178751',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65724536796954',\n",
-       "  'longitude': '-73.881023676474',\n",
-       "  'location': {'latitude': '40.65724536796954',\n",
-       "   'longitude': '-73.881023676474',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970751',\n",
-       "  'created_date': '2022-04-21T19:26:35.000',\n",
-       "  'closed_date': '2022-04-22T09:20:03.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'Lost Property',\n",
-       "  'descriptor': 'Bag/Wallet',\n",
-       "  'location_type': 'Taxi',\n",
-       "  'incident_zip': '10019',\n",
-       "  'incident_address': '6 AVENUE',\n",
-       "  'street_name': '6 AVENUE',\n",
-       "  'cross_street_1': '6 AVENUE',\n",
-       "  'cross_street_2': 'WEST   57 STREET',\n",
-       "  'intersection_street_1': '6 AVENUE',\n",
-       "  'intersection_street_2': 'WEST   57 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'See notes for information.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:20:06.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '990567',\n",
-       "  'y_coordinate_state_plane': '217741',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'taxi_pick_up_location': '6 AVENUE AND WEST   57 STREET, MANHATTAN, NY, 10019',\n",
-       "  'latitude': '40.76432291713917',\n",
-       "  'longitude': '-73.97719604038008',\n",
-       "  'location': {'latitude': '40.76432291713917',\n",
-       "   'longitude': '-73.97719604038008',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976116',\n",
-       "  'created_date': '2022-04-21T19:26:44.000',\n",
-       "  'closed_date': '2022-04-21T19:53:59.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': '1265 BEDFORD AVENUE',\n",
-       "  'street_name': 'BEDFORD AVENUE',\n",
-       "  'cross_street_1': 'HERKIMER STREET',\n",
-       "  'cross_street_2': 'ATLANTIC AVENUE',\n",
-       "  'intersection_street_1': 'HERKIMER STREET',\n",
-       "  'intersection_street_2': 'ATLANTIC AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BEDFORD AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:54:03.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018650016',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997241',\n",
-       "  'y_coordinate_state_plane': '186901',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.679667300472836',\n",
-       "  'longitude': '-73.95316286432427',\n",
-       "  'location': {'latitude': '40.679667300472836',\n",
-       "   'longitude': '-73.95316286432427',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970955',\n",
-       "  'created_date': '2022-04-21T19:26:52.000',\n",
-       "  'closed_date': '2022-04-23T13:22:24.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Dead Animal',\n",
-       "  'descriptor': 'Cat',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11214',\n",
-       "  'incident_address': '127 BAY   26 STREET',\n",
-       "  'street_name': 'BAY   26 STREET',\n",
-       "  'cross_street_1': 'BENSON AVENUE',\n",
-       "  'cross_street_2': 'BATH AVENUE',\n",
-       "  'intersection_street_1': 'BENSON AVENUE',\n",
-       "  'intersection_street_2': 'BATH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BAY   26 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation removed the items.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T10:29:15.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3064110020',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984408',\n",
-       "  'y_coordinate_state_plane': '158304',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.60118419767289',\n",
-       "  'longitude': '-73.99943102392136',\n",
-       "  'location': {'latitude': '40.60118419767289',\n",
-       "   'longitude': '-73.99943102392136',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973011',\n",
-       "  'created_date': '2022-04-21T19:27:00.000',\n",
-       "  'closed_date': '2022-04-22T01:29:06.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10451',\n",
-       "  'incident_address': 'GRAND CONCOURSE',\n",
-       "  'street_name': 'GRAND CONCOURSE',\n",
-       "  'cross_street_1': 'EAST  156 STREET',\n",
-       "  'cross_street_2': 'GRAND CONCOURSE',\n",
-       "  'intersection_street_1': 'EAST  156 STREET',\n",
-       "  'intersection_street_2': 'GRAND CONCOURSE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:29:13.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1005157',\n",
-       "  'y_coordinate_state_plane': '239298',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.82346856435615',\n",
-       "  'longitude': '-73.92445999720745',\n",
-       "  'location': {'latitude': '40.82346856435615',\n",
-       "   'longitude': '-73.92445999720745',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973127',\n",
-       "  'created_date': '2022-04-21T19:27:24.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Driver Complaint - Non Passenger',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': '1265 BEDFORD AVENUE',\n",
-       "  'street_name': 'BEDFORD AVENUE',\n",
-       "  'cross_street_1': 'HERKIMER STREET',\n",
-       "  'cross_street_2': 'ATLANTIC AVENUE',\n",
-       "  'intersection_street_1': 'HERKIMER STREET',\n",
-       "  'intersection_street_2': 'ATLANTIC AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BEDFORD AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:50.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018650016',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997241',\n",
-       "  'y_coordinate_state_plane': '186901',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'taxi_pick_up_location': '1265 BEDFORD AVENUE, BROOKLYN, NY, 11216',\n",
-       "  'latitude': '40.679667300472836',\n",
-       "  'longitude': '-73.95316286432427',\n",
-       "  'location': {'latitude': '40.679667300472836',\n",
-       "   'longitude': '-73.95316286432427',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968166',\n",
-       "  'created_date': '2022-04-21T19:27:26.000',\n",
-       "  'closed_date': '2022-04-25T19:53:37.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'FLOORING/STAIRS',\n",
-       "  'descriptor': 'FLOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '501 EAST   21 STREET',\n",
-       "  'street_name': 'EAST   21 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3051850001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995813',\n",
-       "  'y_coordinate_state_plane': '173034',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.641607428093515',\n",
-       "  'longitude': '-73.95833508693451',\n",
-       "  'location': {'latitude': '40.641607428093515',\n",
-       "   'longitude': '-73.95833508693451',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969379',\n",
-       "  'created_date': '2022-04-21T19:27:26.000',\n",
-       "  'closed_date': '2022-04-25T19:53:37.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'MOLD',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '501 EAST   21 STREET',\n",
-       "  'street_name': 'EAST   21 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3051850001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995813',\n",
-       "  'y_coordinate_state_plane': '173034',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.641607428093515',\n",
-       "  'longitude': '-73.95833508693451',\n",
-       "  'location': {'latitude': '40.641607428093515',\n",
-       "   'longitude': '-73.95833508693451',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969125',\n",
-       "  'created_date': '2022-04-21T19:27:35.000',\n",
-       "  'closed_date': '2022-04-21T20:15:06.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11419',\n",
-       "  'incident_address': '104-37 125 STREET',\n",
-       "  'street_name': '125 STREET',\n",
-       "  'cross_street_1': 'LIBERTY AVENUE',\n",
-       "  'cross_street_2': '107 AVENUE',\n",
-       "  'intersection_street_1': 'LIBERTY AVENUE',\n",
-       "  'intersection_street_2': '107 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH RICHMOND HILL',\n",
-       "  'landmark': '125 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:15:09.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4095790076',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1034410',\n",
-       "  'y_coordinate_state_plane': '189889',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.687736076621995',\n",
-       "  'longitude': '-73.81913351001133',\n",
-       "  'location': {'latitude': '40.687736076621995',\n",
-       "   'longitude': '-73.81913351001133',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974511',\n",
-       "  'created_date': '2022-04-21T19:27:43.000',\n",
-       "  'closed_date': '2022-04-21T21:00:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '4423 MONTICELLO AVENUE',\n",
-       "  'street_name': 'MONTICELLO AVENUE',\n",
-       "  'cross_street_1': 'NEREID AVENUE',\n",
-       "  'cross_street_2': 'EAST  241 STREET',\n",
-       "  'intersection_street_1': 'NEREID AVENUE',\n",
-       "  'intersection_street_2': 'EAST  241 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'MONTICELLO AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:00:29.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2050980061',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1027922',\n",
-       "  'y_coordinate_state_plane': '267537',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.9008927482709',\n",
-       "  'longitude': '-73.84202289596438',\n",
-       "  'location': {'latitude': '40.9008927482709',\n",
-       "   'longitude': '-73.84202289596438',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968933',\n",
-       "  'created_date': '2022-04-21T19:28:26.000',\n",
-       "  'closed_date': '2022-04-21T20:29:08.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '720 FENIMORE STREET',\n",
-       "  'street_name': 'FENIMORE STREET',\n",
-       "  'cross_street_1': 'ALBANY AVENUE',\n",
-       "  'cross_street_2': 'TROY AVENUE',\n",
-       "  'intersection_street_1': 'ALBANY AVENUE',\n",
-       "  'intersection_street_2': 'TROY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FENIMORE STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:29:12.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3048180022',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1001470',\n",
-       "  'y_coordinate_state_plane': '179542',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65946127753432',\n",
-       "  'longitude': '-73.93793463123764',\n",
-       "  'location': {'latitude': '40.65946127753432',\n",
-       "   'longitude': '-73.93793463123764',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972953',\n",
-       "  'created_date': '2022-04-21T19:28:43.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Root/Sewer/Sidewalk Condition',\n",
-       "  'descriptor': 'Trees and Sidewalks Program',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11432',\n",
-       "  'incident_address': '175-54 GRAND CENTRAL PARKWAY SR SOUTH',\n",
-       "  'street_name': 'GRAND CENTRAL PARKWAY SR SOUTH',\n",
-       "  'cross_street_1': 'GRAND CENTRAL PY EB EN HOMELAWN',\n",
-       "  'cross_street_2': 'EDGERTON BOULEVARD',\n",
-       "  'intersection_street_1': 'GRAND CENTRAL PY EB EN HOMELAWN',\n",
-       "  'intersection_street_2': 'EDGERTON BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': 'GRAND CENTRAL PARKWAY SR SOUTH',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4098930058',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1042671',\n",
-       "  'y_coordinate_state_plane': '201238',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.718835653616225',\n",
-       "  'longitude': '-73.78924771978689',\n",
-       "  'location': {'latitude': '40.718835653616225',\n",
-       "   'longitude': '-73.78924771978689',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969819',\n",
-       "  'created_date': '2022-04-21T19:28:59.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Illegal Dumping',\n",
-       "  'descriptor': 'Removal Request',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11433',\n",
-       "  'incident_address': '163-63 MATHIAS AVENUE',\n",
-       "  'street_name': 'MATHIAS AVENUE',\n",
-       "  'cross_street_1': 'GUY R BREWER BOULEVARD',\n",
-       "  'cross_street_2': '166 STREET',\n",
-       "  'intersection_street_1': 'GUY R BREWER BOULEVARD',\n",
-       "  'intersection_street_2': '166 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': 'MATHIAS AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Sanitation removed the items.',\n",
-       "  'resolution_action_updated_date': '2022-04-26T12:20:50.000',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4102010022',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1043397',\n",
-       "  'y_coordinate_state_plane': '191141',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69111702417955',\n",
-       "  'longitude': '-73.78671739041653',\n",
-       "  'location': {'latitude': '40.69111702417955',\n",
-       "   'longitude': '-73.78671739041653',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972844',\n",
-       "  'created_date': '2022-04-21T19:29:21.000',\n",
-       "  'closed_date': '2022-04-21T20:28:02.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '845 EMPIRE BOULEVARD',\n",
-       "  'street_name': 'EMPIRE BOULEVARD',\n",
-       "  'cross_street_1': 'SCHENECTADY AVENUE',\n",
-       "  'cross_street_2': 'LEFFERTS AVENUE',\n",
-       "  'intersection_street_1': 'SCHENECTADY AVENUE',\n",
-       "  'intersection_street_2': 'LEFFERTS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EMPIRE BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:28:07.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3014240001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1002564',\n",
-       "  'y_coordinate_state_plane': '181047',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66358997399425',\n",
-       "  'longitude': '-73.93398748372172',\n",
-       "  'location': {'latitude': '40.66358997399425',\n",
-       "   'longitude': '-73.93398748372172',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968972',\n",
-       "  'created_date': '2022-04-21T19:29:45.000',\n",
-       "  'closed_date': '2022-04-21T19:29:45.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Boilers',\n",
-       "  'descriptor': 'Boiler - Defective/Inoperative/No Permit',\n",
-       "  'incident_address': '98-33 64 AVENUE',\n",
-       "  'street_name': '64 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS'},\n",
-       " {'unique_key': '53973621',\n",
-       "  'created_date': '2022-04-21T19:29:59.000',\n",
-       "  'closed_date': '2022-04-21T23:56:24.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '140-60 BEECH AVENUE',\n",
-       "  'street_name': 'BEECH AVENUE',\n",
-       "  'cross_street_1': 'KISSENA BOULEVARD',\n",
-       "  'cross_street_2': 'BOWNE STREET',\n",
-       "  'intersection_street_1': 'KISSENA BOULEVARD',\n",
-       "  'intersection_street_2': 'BOWNE STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': 'BEECH AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T23:56:33.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4051860029',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1033300',\n",
-       "  'y_coordinate_state_plane': '214266',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.754651139646995',\n",
-       "  'longitude': '-73.82295827718805',\n",
-       "  'location': {'latitude': '40.754651139646995',\n",
-       "   'longitude': '-73.82295827718805',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972236',\n",
-       "  'created_date': '2022-04-21T19:30:04.000',\n",
-       "  'closed_date': '2022-04-21T19:50:55.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '130 WEST  116 STREET',\n",
-       "  'street_name': 'WEST  116 STREET',\n",
-       "  'cross_street_1': 'APOSTLE WILLIAM BROWN WAY',\n",
-       "  'cross_street_2': 'DR REV WYATT TEE WALKER SQUARE',\n",
-       "  'intersection_street_1': 'APOSTLE WILLIAM BROWN WAY',\n",
-       "  'intersection_street_2': 'DR REV WYATT TEE WALKER SQUARE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  116 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:50:58.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1018250050',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997839',\n",
-       "  'y_coordinate_state_plane': '231665',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80253240048158',\n",
-       "  'longitude': '-73.95091643186544',\n",
-       "  'location': {'latitude': '40.80253240048158',\n",
-       "   'longitude': '-73.95091643186544',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970436',\n",
-       "  'created_date': '2022-04-21T19:30:25.000',\n",
-       "  'closed_date': '2022-04-25T15:52:37.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '21-68 35 STREET',\n",
-       "  'street_name': '35 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4008307501',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1009703',\n",
-       "  'y_coordinate_state_plane': '221839',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.775536470711685',\n",
-       "  'longitude': '-73.90810083514367',\n",
-       "  'location': {'latitude': '40.775536470711685',\n",
-       "   'longitude': '-73.90810083514367',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970581',\n",
-       "  'created_date': '2022-04-21T19:30:40.000',\n",
-       "  'closed_date': '2022-04-21T21:50:04.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11213',\n",
-       "  'incident_address': '743 EMPIRE BOULEVARD',\n",
-       "  'street_name': 'EMPIRE BOULEVARD',\n",
-       "  'cross_street_1': 'ALBANY AVENUE',\n",
-       "  'cross_street_2': 'TROY AVENUE',\n",
-       "  'intersection_street_1': 'ALBANY AVENUE',\n",
-       "  'intersection_street_2': 'TROY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EMPIRE BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:50:07.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3014220042',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1001625',\n",
-       "  'y_coordinate_state_plane': '181113',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.663773021807586',\n",
-       "  'longitude': '-73.93737192273872',\n",
-       "  'location': {'latitude': '40.663773021807586',\n",
-       "   'longitude': '-73.93737192273872',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974051',\n",
-       "  'created_date': '2022-04-21T19:30:43.000',\n",
-       "  'agency': 'EDC',\n",
-       "  'agency_name': 'Economic Development Corporation',\n",
-       "  'complaint_type': 'Noise - Helicopter',\n",
-       "  'descriptor': 'Other',\n",
-       "  'location_type': 'Above Address',\n",
-       "  'incident_zip': '11356',\n",
-       "  'incident_address': '18-11 129 STREET',\n",
-       "  'street_name': '129 STREET',\n",
-       "  'cross_street_1': '18 AVENUE',\n",
-       "  'cross_street_2': '20 AVENUE',\n",
-       "  'intersection_street_1': '18 AVENUE',\n",
-       "  'intersection_street_2': '20 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'COLLEGE POINT',\n",
-       "  'landmark': '129 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4041350020',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028693',\n",
-       "  'y_coordinate_state_plane': '224581',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.78298744269326',\n",
-       "  'longitude': '-73.83951859649474',\n",
-       "  'location': {'latitude': '40.78298744269326',\n",
-       "   'longitude': '-73.83951859649474',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969701',\n",
-       "  'created_date': '2022-04-21T19:31:20.000',\n",
-       "  'closed_date': '2022-04-25T09:49:31.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Cave-in',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11209',\n",
-       "  'incident_address': '462 73 STREET',\n",
-       "  'street_name': '73 STREET',\n",
-       "  'cross_street_1': 'OUR LADY OF ANGELS WAY',\n",
-       "  'cross_street_2': '5 AVENUE',\n",
-       "  'intersection_street_1': 'OUR LADY OF ANGELS WAY',\n",
-       "  'intersection_street_2': '5 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '73 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation inspected the condition you reported. You can find additional information in the \"Notes to Customer\" field.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T09:49:35.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3059190030',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '977853',\n",
-       "  'y_coordinate_state_plane': '169336',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.631462443938744',\n",
-       "  'longitude': '-74.02304678070541',\n",
-       "  'location': {'latitude': '40.631462443938744',\n",
-       "   'longitude': '-74.02304678070541',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976438',\n",
-       "  'created_date': '2022-04-21T19:31:35.000',\n",
-       "  'closed_date': '2022-04-25T08:59:39.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Missed Collection',\n",
-       "  'descriptor': 'Recycling - Metal/Glass/Rigid Plastic',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10002',\n",
-       "  'incident_address': '83 DIVISION STREET',\n",
-       "  'street_name': 'DIVISION STREET',\n",
-       "  'cross_street_1': 'ELDRIDGE STREET',\n",
-       "  'cross_street_2': 'ALLEN STREET',\n",
-       "  'intersection_street_1': 'ELDRIDGE STREET',\n",
-       "  'intersection_street_2': 'ALLEN STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'DIVISION STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation collected the requested items.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T13:03:16.000',\n",
-       "  'community_board': '03 MANHATTAN',\n",
-       "  'bbl': '1002820078',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986033',\n",
-       "  'y_coordinate_state_plane': '199519',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.71431012789517',\n",
-       "  'longitude': '-73.99356831550492',\n",
-       "  'location': {'latitude': '40.71431012789517',\n",
-       "   'longitude': '-73.99356831550492',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970314',\n",
-       "  'created_date': '2022-04-21T19:31:45.000',\n",
-       "  'closed_date': '2022-04-21T22:11:48.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11238',\n",
-       "  'incident_address': '502 CLASSON AVENUE',\n",
-       "  'street_name': 'CLASSON AVENUE',\n",
-       "  'cross_street_1': 'MADISON STREET',\n",
-       "  'cross_street_2': 'PUTNAM AVENUE',\n",
-       "  'intersection_street_1': 'MADISON STREET',\n",
-       "  'intersection_street_2': 'PUTNAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'CLASSON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:11:53.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3019840076',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995655',\n",
-       "  'y_coordinate_state_plane': '188176',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68316907083859',\n",
-       "  'longitude': '-73.95887879474529',\n",
-       "  'location': {'latitude': '40.68316907083859',\n",
-       "   'longitude': '-73.95887879474529',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969458',\n",
-       "  'created_date': '2022-04-21T19:32:01.000',\n",
-       "  'closed_date': '2022-04-21T21:27:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10001',\n",
-       "  'incident_address': '524 WEST   26 STREET',\n",
-       "  'street_name': 'WEST   26 STREET',\n",
-       "  'cross_street_1': 'HIGH LINE',\n",
-       "  'cross_street_2': '11 AVENUE',\n",
-       "  'intersection_street_1': 'HIGH LINE',\n",
-       "  'intersection_street_2': '11 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   26 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:27:34.000',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'bbl': '1006970047',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '983152',\n",
-       "  'y_coordinate_state_plane': '212550',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75007713548173',\n",
-       "  'longitude': '-74.00396286100381',\n",
-       "  'location': {'latitude': '40.75007713548173',\n",
-       "   'longitude': '-74.00396286100381',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968993',\n",
-       "  'created_date': '2022-04-21T19:32:05.000',\n",
-       "  'closed_date': '2022-04-21T20:06:47.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '40-25 ASTORIA BOULEVARD',\n",
-       "  'street_name': 'ASTORIA BOULEVARD',\n",
-       "  'cross_street_1': 'STEINWAY STREET',\n",
-       "  'cross_street_2': '41 STREET',\n",
-       "  'intersection_street_1': 'STEINWAY STREET',\n",
-       "  'intersection_street_2': '41 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': 'ASTORIA BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:06:51.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4007930034',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1009214',\n",
-       "  'y_coordinate_state_plane': '219595',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76937867506574',\n",
-       "  'longitude': '-73.90987472556014',\n",
-       "  'location': {'latitude': '40.76937867506574',\n",
-       "   'longitude': '-73.90987472556014',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968025',\n",
-       "  'created_date': '2022-04-21T19:32:08.000',\n",
-       "  'closed_date': '2022-04-21T21:27:51.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11212',\n",
-       "  'incident_address': '60 ROCKAWAY PARKWAY',\n",
-       "  'street_name': 'ROCKAWAY PARKWAY',\n",
-       "  'cross_street_1': 'BUFFALO AVENUE',\n",
-       "  'cross_street_2': 'RUTLAND ROAD',\n",
-       "  'intersection_street_1': 'BUFFALO AVENUE',\n",
-       "  'intersection_street_2': 'RUTLAND ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ROCKAWAY PARKWAY',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:27:57.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1005245',\n",
-       "  'y_coordinate_state_plane': '181519',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.664879557516066',\n",
-       "  'longitude': '-73.9243223973478',\n",
-       "  'location': {'latitude': '40.664879557516066',\n",
-       "   'longitude': '-73.9243223973478',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974383',\n",
-       "  'created_date': '2022-04-21T19:32:20.000',\n",
-       "  'closed_date': '2022-04-21T20:40:01.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11377',\n",
-       "  'incident_address': 'WOODSIDE AVENUE',\n",
-       "  'street_name': 'WOODSIDE AVENUE',\n",
-       "  'cross_street_1': '57 STREET',\n",
-       "  'cross_street_2': '58 STREET',\n",
-       "  'intersection_street_1': '57 STREET',\n",
-       "  'intersection_street_2': '58 STREET',\n",
-       "  'address_type': 'BLOCKFACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:40:04.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS'},\n",
-       " {'unique_key': '53973572',\n",
-       "  'created_date': '2022-04-21T19:33:24.000',\n",
-       "  'closed_date': '2022-04-21T19:50:06.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1259 WHITE PLAINS ROAD',\n",
-       "  'street_name': 'WHITE PLAINS ROAD',\n",
-       "  'cross_street_1': 'GLEASON AVENUE',\n",
-       "  'cross_street_2': 'PELHAM LINE',\n",
-       "  'intersection_street_1': 'GLEASON AVENUE',\n",
-       "  'intersection_street_2': 'PELHAM LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WHITE PLAINS ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:50:11.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037670066',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022372',\n",
-       "  'y_coordinate_state_plane': '242379',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83186749745714',\n",
-       "  'longitude': '-73.86224229504697',\n",
-       "  'location': {'latitude': '40.83186749745714',\n",
-       "   'longitude': '-73.86224229504697',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973511',\n",
-       "  'created_date': '2022-04-21T19:33:46.000',\n",
-       "  'closed_date': '2022-04-21T19:46:26.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Drinking',\n",
-       "  'descriptor': 'In Public',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11103',\n",
-       "  'incident_address': '41-12 BROADWAY',\n",
-       "  'street_name': 'BROADWAY',\n",
-       "  'cross_street_1': '41 STREET',\n",
-       "  'cross_street_2': 'VINCENT CANNARIATO JR WAY',\n",
-       "  'intersection_street_1': '41 STREET',\n",
-       "  'intersection_street_2': 'VINCENT CANNARIATO JR WAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': 'BROADWAY',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:46:31.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4006770038',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1006962',\n",
-       "  'y_coordinate_state_plane': '215631',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75850459482954',\n",
-       "  'longitude': '-73.91801830622471',\n",
-       "  'location': {'latitude': '40.75850459482954',\n",
-       "   'longitude': '-73.91801830622471',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967766',\n",
-       "  'created_date': '2022-04-21T19:33:48.000',\n",
-       "  'closed_date': '2022-04-21T19:43:03.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11204',\n",
-       "  'incident_address': '1773 74 STREET',\n",
-       "  'street_name': '74 STREET',\n",
-       "  'cross_street_1': '17 AVENUE',\n",
-       "  'cross_street_2': '18 AVENUE',\n",
-       "  'intersection_street_1': '17 AVENUE',\n",
-       "  'intersection_street_2': '18 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '74 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:43:06.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3062040055',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '985316',\n",
-       "  'y_coordinate_state_plane': '163149',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61448266788612',\n",
-       "  'longitude': '-73.99616044727624',\n",
-       "  'location': {'latitude': '40.61448266788612',\n",
-       "   'longitude': '-73.99616044727624',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975434',\n",
-       "  'created_date': '2022-04-21T19:34:00.000',\n",
-       "  'closed_date': '2022-04-21T19:42:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Running (WC3)',\n",
-       "  'incident_zip': '11358',\n",
-       "  'intersection_street_1': '167 STREET',\n",
-       "  'intersection_street_2': '33 AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'QUEENS',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:42:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1040126',\n",
-       "  'y_coordinate_state_plane': '218996',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.767593239655156',\n",
-       "  'longitude': '-73.79828118918161',\n",
-       "  'location': {'latitude': '40.767593239655156',\n",
-       "   'longitude': '-73.79828118918161',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969551',\n",
-       "  'created_date': '2022-04-21T19:34:17.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Rat Sighting',\n",
-       "  'location_type': 'Vacant Building',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '356 WEST   48 STREET',\n",
-       "  'street_name': 'WEST   48 STREET',\n",
-       "  'cross_street_1': '8 AVENUE',\n",
-       "  'cross_street_2': '9 AVENUE',\n",
-       "  'intersection_street_1': '8 AVENUE',\n",
-       "  'intersection_street_2': '9 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   48 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'bbl': '1010380060',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '987237',\n",
-       "  'y_coordinate_state_plane': '216878',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.761955956681305',\n",
-       "  'longitude': '-73.98921750733625',\n",
-       "  'location': {'latitude': '40.761955956681305',\n",
-       "   'longitude': '-73.98921750733625',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976202',\n",
-       "  'created_date': '2022-04-21T19:34:43.000',\n",
-       "  'closed_date': '2022-04-22T12:59:14.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Signs of Rodents',\n",
-       "  'location_type': 'Other (Explain Below)',\n",
-       "  'incident_zip': '11233',\n",
-       "  'incident_address': '566 HALSEY STREET',\n",
-       "  'street_name': 'HALSEY STREET',\n",
-       "  'cross_street_1': 'STUYVESANT AVENUE',\n",
-       "  'cross_street_2': 'MALCOLM X BOULEVARD',\n",
-       "  'intersection_street_1': 'STUYVESANT AVENUE',\n",
-       "  'intersection_street_2': 'MALCOLM X BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'HALSEY STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'This service request was closed because the Department of Health and Mental Hygiene received an earlier complaint about the same location.  You can find inspection results for this address by going to the online Rat Portal at www.nyc.gov/rats.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:34:43.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3016660013',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003225',\n",
-       "  'y_coordinate_state_plane': '188446',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6838971681323',\n",
-       "  'longitude': '-73.93158409119599',\n",
-       "  'location': {'latitude': '40.6838971681323',\n",
-       "   'longitude': '-73.93158409119599',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968136',\n",
-       "  'created_date': '2022-04-21T19:34:44.000',\n",
-       "  'closed_date': '2022-04-21T22:47:47.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Non-Emergency Police Matter',\n",
-       "  'descriptor': 'Other (complaint details)',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10016',\n",
-       "  'incident_address': '571 3 AVENUE',\n",
-       "  'street_name': '3 AVENUE',\n",
-       "  'cross_street_1': 'EAST   37 STREET',\n",
-       "  'cross_street_2': 'EAST   38 STREET',\n",
-       "  'intersection_street_1': 'EAST   37 STREET',\n",
-       "  'intersection_street_2': 'EAST   38 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '3 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:47:52.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'bbl': '1009180060',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '990834',\n",
-       "  'y_coordinate_state_plane': '211902',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.74829615587264',\n",
-       "  'longitude': '-73.97623790561447',\n",
-       "  'location': {'latitude': '40.74829615587264',\n",
-       "   'longitude': '-73.97623790561447',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969143',\n",
-       "  'created_date': '2022-04-21T19:34:49.000',\n",
-       "  'closed_date': '2022-04-21T20:22:04.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11102',\n",
-       "  'incident_address': '30-44 14 STREET',\n",
-       "  'street_name': '14 STREET',\n",
-       "  'cross_street_1': '30 ROAD',\n",
-       "  'cross_street_2': '30 DRIVE',\n",
-       "  'intersection_street_1': '30 ROAD',\n",
-       "  'intersection_street_2': '30 DRIVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': '14 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:22:09.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4005160004',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1003417',\n",
-       "  'y_coordinate_state_plane': '219731',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.7697664292887',\n",
-       "  'longitude': '-73.93080271319388',\n",
-       "  'location': {'latitude': '40.7697664292887',\n",
-       "   'longitude': '-73.93080271319388',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973381',\n",
-       "  'created_date': '2022-04-21T19:34:56.000',\n",
-       "  'closed_date': '2022-04-21T20:14:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11419',\n",
-       "  'incident_address': '107-46 128 STREET',\n",
-       "  'street_name': '128 STREET',\n",
-       "  'cross_street_1': '107 AVENUE',\n",
-       "  'cross_street_2': '109 AVENUE',\n",
-       "  'intersection_street_1': '107 AVENUE',\n",
-       "  'intersection_street_2': '109 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH RICHMOND HILL',\n",
-       "  'landmark': '128 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:14:59.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4096070029',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1035380',\n",
-       "  'y_coordinate_state_plane': '189285',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68607268828925',\n",
-       "  'longitude': '-73.81564048636872',\n",
-       "  'location': {'latitude': '40.68607268828925',\n",
-       "   'longitude': '-73.81564048636872',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971950',\n",
-       "  'created_date': '2022-04-21T19:34:57.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Overgrown Tree/Branches',\n",
-       "  'descriptor': 'Hitting Phone/Cable Lines',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11433',\n",
-       "  'incident_address': '163-63 MATHIAS AVENUE',\n",
-       "  'street_name': 'MATHIAS AVENUE',\n",
-       "  'cross_street_1': 'GUY R BREWER BOULEVARD',\n",
-       "  'cross_street_2': '166 STREET',\n",
-       "  'intersection_street_1': 'GUY R BREWER BOULEVARD',\n",
-       "  'intersection_street_2': '166 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': 'MATHIAS AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4102010022',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1043397',\n",
-       "  'y_coordinate_state_plane': '191141',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69111702417955',\n",
-       "  'longitude': '-73.78671739041653',\n",
-       "  'location': {'latitude': '40.69111702417955',\n",
-       "   'longitude': '-73.78671739041653',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972140',\n",
-       "  'created_date': '2022-04-21T19:35:00.000',\n",
-       "  'closed_date': '2022-04-25T10:08:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise, Barking Dog (NR5)',\n",
-       "  'incident_zip': '11234',\n",
-       "  'incident_address': '1631 EAST   32 STREET',\n",
-       "  'street_name': 'EAST   32 STREET',\n",
-       "  'cross_street_1': 'AVENUE P',\n",
-       "  'cross_street_2': 'QUENTIN RD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that an inspection is not warranted to investigate this complaint at this time and sent a letter to the complainant and/or respondent.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T10:08:00.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3077050028',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000678',\n",
-       "  'y_coordinate_state_plane': '162914',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6138224763138',\n",
-       "  'longitude': '-73.94082968751461',\n",
-       "  'location': {'latitude': '40.6138224763138',\n",
-       "   'longitude': '-73.94082968751461',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972179',\n",
-       "  'created_date': '2022-04-21T19:35:00.000',\n",
-       "  'closed_date': '2022-04-21T19:43:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Leak (Use Comments) (WA2)',\n",
-       "  'incident_zip': '11423',\n",
-       "  'incident_address': '198-04 CARPENTER AVENUE',\n",
-       "  'street_name': 'CARPENTER AVENUE',\n",
-       "  'cross_street_1': '197 ST',\n",
-       "  'cross_street_2': 'HIAWATHA AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'HOLLIS',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:43:00.000',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4108290023',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1050432',\n",
-       "  'y_coordinate_state_plane': '199022',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.712698631168465',\n",
-       "  'longitude': '-73.76127202542354',\n",
-       "  'location': {'latitude': '40.712698631168465',\n",
-       "   'longitude': '-73.76127202542354',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975259',\n",
-       "  'created_date': '2022-04-21T19:35:03.000',\n",
-       "  'closed_date': '2022-04-22T03:16:50.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Homeless Person Assistance',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10011',\n",
-       "  'incident_address': '9 AVENUE',\n",
-       "  'street_name': '9 AVENUE',\n",
-       "  'cross_street_1': '9 AVENUE',\n",
-       "  'cross_street_2': 'WEST   23 STREET',\n",
-       "  'intersection_street_1': '9 AVENUE',\n",
-       "  'intersection_street_2': 'WEST 23 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'MANHATTAN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The mobile outreach response team went to the location provided but could not find the individual that you reported.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T03:16:50.000',\n",
-       "  'community_board': '04 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '983883',\n",
-       "  'y_coordinate_state_plane': '211244',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.74649255468646',\n",
-       "  'longitude': '-74.00132449156148',\n",
-       "  'location': {'latitude': '40.74649255468646',\n",
-       "   'longitude': '-74.00132449156148',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968482',\n",
-       "  'created_date': '2022-04-21T19:35:20.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Curb Condition',\n",
-       "  'descriptor': 'Broken Curb',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': '18 PARK PLACE',\n",
-       "  'street_name': 'PARK PLACE',\n",
-       "  'cross_street_1': '5 AVENUE',\n",
-       "  'cross_street_2': '6 AVENUE',\n",
-       "  'intersection_street_1': '5 AVENUE',\n",
-       "  'intersection_street_2': '6 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'PARK PLACE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '06 BROOKLYN',\n",
-       "  'bbl': '3009410015',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990488',\n",
-       "  'y_coordinate_state_plane': '186794',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.679380944516396',\n",
-       "  'longitude': '-73.97750990785352',\n",
-       "  'location': {'latitude': '40.679380944516396',\n",
-       "   'longitude': '-73.97750990785352',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971423',\n",
-       "  'created_date': '2022-04-21T19:35:50.000',\n",
-       "  'closed_date': '2022-04-21T23:39:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11237',\n",
-       "  'incident_address': '223 KNICKERBOCKER AVENUE',\n",
-       "  'street_name': 'KNICKERBOCKER AVENUE',\n",
-       "  'cross_street_1': 'TROUTMAN STREET',\n",
-       "  'cross_street_2': 'STARR STREET',\n",
-       "  'intersection_street_1': 'TROUTMAN STREET',\n",
-       "  'intersection_street_2': 'STARR STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'KNICKERBOCKER AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T23:39:59.000',\n",
-       "  'community_board': '04 BROOKLYN',\n",
-       "  'bbl': '3031870006',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1004802',\n",
-       "  'y_coordinate_state_plane': '195443',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.70309878590285',\n",
-       "  'longitude': '-73.92587674408765',\n",
-       "  'location': {'latitude': '40.70309878590285',\n",
-       "   'longitude': '-73.92587674408765',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972896',\n",
-       "  'created_date': '2022-04-21T19:35:56.000',\n",
-       "  'closed_date': '2022-04-22T01:29:24.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '141 WEST  169 STREET',\n",
-       "  'street_name': 'WEST  169 STREET',\n",
-       "  'cross_street_1': 'PLIMPTON AVENUE',\n",
-       "  'cross_street_2': 'OGDEN AVENUE',\n",
-       "  'intersection_street_1': 'PLIMPTON AVENUE',\n",
-       "  'intersection_street_2': 'OGDEN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WEST  169 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:29:28.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2025220040',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1005045',\n",
-       "  'y_coordinate_state_plane': '245367',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84012648377605',\n",
-       "  'longitude': '-73.92484585584765',\n",
-       "  'location': {'latitude': '40.84012648377605',\n",
-       "   'longitude': '-73.92484585584765',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975579',\n",
-       "  'created_date': '2022-04-21T19:36:04.000',\n",
-       "  'closed_date': '2022-04-22T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Building/Use',\n",
-       "  'descriptor': 'Illegal Conversion Of Residential Building/Space',\n",
-       "  'incident_zip': '11204',\n",
-       "  'incident_address': '1724 72 STREET',\n",
-       "  'street_name': '72 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Buildings reviewed this complaint and closed it. If the problem still exists, please call 311 and file a new complaint. If you are outside of New York City, please call (212) NEW-YORK (212-639-9675).',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3061930016',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '985408',\n",
-       "  'y_coordinate_state_plane': '163735',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61609110513517',\n",
-       "  'longitude': '-73.99582897824733',\n",
-       "  'location': {'latitude': '40.61609110513517',\n",
-       "   'longitude': '-73.99582897824733',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972660',\n",
-       "  'created_date': '2022-04-21T19:36:26.000',\n",
-       "  'closed_date': '2022-04-25T15:52:37.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '21-68 35 STREET',\n",
-       "  'street_name': '35 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4008307501',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1009703',\n",
-       "  'y_coordinate_state_plane': '221839',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.775536470711685',\n",
-       "  'longitude': '-73.90810083514367',\n",
-       "  'location': {'latitude': '40.775536470711685',\n",
-       "   'longitude': '-73.90810083514367',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970406',\n",
-       "  'created_date': '2022-04-21T19:36:32.000',\n",
-       "  'closed_date': '2022-04-25T09:36:38.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10458',\n",
-       "  'incident_address': '2540 VALENTINE AVENUE',\n",
-       "  'street_name': 'VALENTINE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2031540070',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1013262',\n",
-       "  'y_coordinate_state_plane': '253803',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.863257611719824',\n",
-       "  'longitude': '-73.89511273559418',\n",
-       "  'location': {'latitude': '40.863257611719824',\n",
-       "   'longitude': '-73.89511273559418',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974459',\n",
-       "  'created_date': '2022-04-21T19:37:06.000',\n",
-       "  'closed_date': '2022-04-21T20:00:10.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Horn',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '78-15 PARSONS BOULEVARD',\n",
-       "  'street_name': 'PARSONS BOULEVARD',\n",
-       "  'cross_street_1': '78 AVENUE',\n",
-       "  'cross_street_2': '78 ROAD',\n",
-       "  'intersection_street_1': '78 AVENUE',\n",
-       "  'intersection_street_2': '78 ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': 'PARSONS BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:00:16.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4068290001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037000',\n",
-       "  'y_coordinate_state_plane': '202363',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72195913199264',\n",
-       "  'longitude': '-73.80969682426189',\n",
-       "  'location': {'latitude': '40.72195913199264',\n",
-       "   'longitude': '-73.80969682426189',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973924',\n",
-       "  'created_date': '2022-04-21T19:37:17.000',\n",
-       "  'closed_date': '2022-04-21T20:15:28.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '130-01 120 STREET',\n",
-       "  'street_name': '120 STREET',\n",
-       "  'cross_street_1': 'SUTTER AVENUE',\n",
-       "  'cross_street_2': '133 AVENUE',\n",
-       "  'intersection_street_1': 'SUTTER AVENUE',\n",
-       "  'intersection_street_2': '133 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '120 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:15:32.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4117270039',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1034493',\n",
-       "  'y_coordinate_state_plane': '184786',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.67372905942631',\n",
-       "  'longitude': '-73.81887227715941',\n",
-       "  'location': {'latitude': '40.67372905942631',\n",
-       "   'longitude': '-73.81887227715941',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971176',\n",
-       "  'created_date': '2022-04-21T19:37:32.000',\n",
-       "  'closed_date': '2022-04-21T20:00:26.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Horn',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11432',\n",
-       "  'incident_address': '82-68 164 STREET',\n",
-       "  'street_name': '164 STREET',\n",
-       "  'cross_street_1': '82 ROAD',\n",
-       "  'cross_street_2': 'GRAND CENTRAL PARKWAY',\n",
-       "  'intersection_street_1': '82 ROAD',\n",
-       "  'intersection_street_2': 'GRAND CENTRAL PARKWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': '164 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:00:31.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4068580001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1038744',\n",
-       "  'y_coordinate_state_plane': '200634',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.71720288390533',\n",
-       "  'longitude': '-73.80341911349899',\n",
-       "  'location': {'latitude': '40.71720288390533',\n",
-       "   'longitude': '-73.80341911349899',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968418',\n",
-       "  'created_date': '2022-04-21T19:37:34.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Damaged Tree',\n",
-       "  'descriptor': 'Branch Cracked and Will Fall',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11434',\n",
-       "  'incident_address': '175-37 LINDEN BOULEVARD',\n",
-       "  'street_name': 'LINDEN BOULEVARD',\n",
-       "  'cross_street_1': '175 PLACE',\n",
-       "  'cross_street_2': '176 STREET',\n",
-       "  'intersection_street_1': '175 PLACE',\n",
-       "  'intersection_street_2': '176 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': 'LINDEN BOULEVARD',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': \"NYC Parks reviewed this request and will visit the location to investigate the condition.  Under NYC Parksâ\\x80\\x99 Tree Risk Management Program, all trees under the agency's jurisdiction are assessed for risk, and work is prioritized to address the conditions with the highest risk first.  For more information about the Tree Risk Management Program, visit the NYC Urban Forest page on the NYC Parks website at nyc.gov/parks/trees.   To learn more about the trees in your neighborhood, visit the NYC Tree Map at nyc.gov/parks/treemap.\",\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:04:30.000',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4103060030',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1046866',\n",
-       "  'y_coordinate_state_plane': '191787',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69286627601713',\n",
-       "  'longitude': '-73.77420231205829',\n",
-       "  'location': {'latitude': '40.69286627601713',\n",
-       "   'longitude': '-73.77420231205829',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972264',\n",
-       "  'created_date': '2022-04-21T19:37:52.000',\n",
-       "  'closed_date': '2022-04-21T19:40:18.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11361',\n",
-       "  'incident_address': '206-34 46 ROAD',\n",
-       "  'street_name': '46 ROAD',\n",
-       "  'cross_street_1': '206 STREET',\n",
-       "  'cross_street_2': 'OCEANIA STREET',\n",
-       "  'intersection_street_1': '206 STREET',\n",
-       "  'intersection_street_2': 'OCEANIA STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BAYSIDE',\n",
-       "  'landmark': '46 ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:40:21.000',\n",
-       "  'community_board': '11 QUEENS',\n",
-       "  'bbl': '4073200020',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1046513',\n",
-       "  'y_coordinate_state_plane': '214665',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75566311985802',\n",
-       "  'longitude': '-73.7752635913934',\n",
-       "  'location': {'latitude': '40.75566311985802',\n",
-       "   'longitude': '-73.7752635913934',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969913',\n",
-       "  'created_date': '2022-04-21T19:38:00.000',\n",
-       "  'closed_date': '2022-04-25T07:00:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise: Jack Hammering (NC2)',\n",
-       "  'incident_zip': '11228',\n",
-       "  'incident_address': '1302 72 STREET',\n",
-       "  'street_name': '72 STREET',\n",
-       "  'cross_street_1': '13 AVE',\n",
-       "  'cross_street_2': '14 AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection did not observe a violation of the New York City Air/Noise Code at the time of inspection and could not issue a notice of violation. If the problem still exists, please call 311 and file a new complaint. If you are outside of New York City, please call (212) NEW-YORK (212-639-9675).',\n",
-       "  'resolution_action_updated_date': '2022-04-25T07:00:00.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3061890010',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '982784',\n",
-       "  'y_coordinate_state_plane': '165814',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62179748236063',\n",
-       "  'longitude': '-74.00528086412585',\n",
-       "  'location': {'latitude': '40.62179748236063',\n",
-       "   'longitude': '-74.00528086412585',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974715',\n",
-       "  'created_date': '2022-04-21T19:38:10.000',\n",
-       "  'closed_date': '2022-04-21T19:52:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Music',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '176 CLARKSON AVENUE',\n",
-       "  'street_name': 'CLARKSON AVENUE',\n",
-       "  'cross_street_1': 'BEDFORD AVENUE',\n",
-       "  'cross_street_2': 'ROGERS AVENUE',\n",
-       "  'intersection_street_1': 'BEDFORD AVENUE',\n",
-       "  'intersection_street_2': 'ROGERS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'CLARKSON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:52:28.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3050650040',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996969',\n",
-       "  'y_coordinate_state_plane': '177975',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6551678163122',\n",
-       "  'longitude': '-73.95416036056795',\n",
-       "  'location': {'latitude': '40.6551678163122',\n",
-       "   'longitude': '-73.95416036056795',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970273',\n",
-       "  'created_date': '2022-04-21T19:38:17.000',\n",
-       "  'closed_date': '2022-04-21T21:49:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11225',\n",
-       "  'incident_address': '486 BROOKLYN AVENUE',\n",
-       "  'street_name': 'BROOKLYN AVENUE',\n",
-       "  'cross_street_1': 'STERLING STREET',\n",
-       "  'cross_street_2': 'LEFFERTS AVENUE',\n",
-       "  'intersection_street_1': 'STERLING STREET',\n",
-       "  'intersection_street_2': 'LEFFERTS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BROOKLYN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:49:45.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3013220032',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '999344',\n",
-       "  'y_coordinate_state_plane': '180820',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66297298421168',\n",
-       "  'longitude': '-73.94559442643347',\n",
-       "  'location': {'latitude': '40.66297298421168',\n",
-       "   'longitude': '-73.94559442643347',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973212',\n",
-       "  'created_date': '2022-04-21T19:38:25.000',\n",
-       "  'closed_date': '2022-04-23T09:21:59.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Obstruction',\n",
-       "  'descriptor': 'Cone',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11418',\n",
-       "  'incident_address': '111-27 JAMAICA AVENUE',\n",
-       "  'street_name': 'JAMAICA AVENUE',\n",
-       "  'cross_street_1': '111 STREET',\n",
-       "  'cross_street_2': '112 STREET',\n",
-       "  'intersection_street_1': '111 STREET',\n",
-       "  'intersection_street_2': '112 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'RICHMOND HILL',\n",
-       "  'landmark': 'JAMAICA AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no violation at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T09:22:03.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'bbl': '4092250027',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1029472',\n",
-       "  'y_coordinate_state_plane': '193273',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.6970509662076',\n",
-       "  'longitude': '-73.83691614690508',\n",
-       "  'location': {'latitude': '40.6970509662076',\n",
-       "   'longitude': '-73.83691614690508',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972255',\n",
-       "  'created_date': '2022-04-21T19:38:40.000',\n",
-       "  'closed_date': '2022-04-21T20:43:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11204',\n",
-       "  'incident_address': '1719 61 STREET',\n",
-       "  'street_name': '61 STREET',\n",
-       "  'cross_street_1': '17 AVENUE',\n",
-       "  'cross_street_2': '18 AVENUE',\n",
-       "  'intersection_street_1': '17 AVENUE',\n",
-       "  'intersection_street_2': '18 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '61 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department reviewed your complaint and provided additional information below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:43:32.000',\n",
-       "  'community_board': '12 BROOKLYN',\n",
-       "  'bbl': '3055187502',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987175',\n",
-       "  'y_coordinate_state_plane': '166040',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62241744361535',\n",
-       "  'longitude': '-73.98946338944805',\n",
-       "  'location': {'latitude': '40.62241744361535',\n",
-       "   'longitude': '-73.98946338944805',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969434',\n",
-       "  'created_date': '2022-04-21T19:38:59.000',\n",
-       "  'closed_date': '2022-04-22T10:20:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'incident_zip': '10304',\n",
-       "  'incident_address': '863 TODT HILL ROAD',\n",
-       "  'street_name': 'TODT HILL ROAD',\n",
-       "  'cross_street_1': 'FAIRVIEW PLACE',\n",
-       "  'cross_street_2': 'TODT HILL COURT',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation inspected this complaint and did not find the reported problem.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T10:20:00.000',\n",
-       "  'community_board': '02 STATEN ISLAND',\n",
-       "  'bbl': '5008940032',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '953362',\n",
-       "  'y_coordinate_state_plane': '154209',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.58989043025077',\n",
-       "  'longitude': '-74.11121244042883',\n",
-       "  'location': {'latitude': '40.58989043025077',\n",
-       "   'longitude': '-74.11121244042883',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972496',\n",
-       "  'created_date': '2022-04-21T19:39:03.000',\n",
-       "  'closed_date': '2022-04-21T20:24:03.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11236',\n",
-       "  'incident_address': '1692 ROCKAWAY PARKWAY',\n",
-       "  'street_name': 'ROCKAWAY PARKWAY',\n",
-       "  'cross_street_1': 'AVENUE K',\n",
-       "  'cross_street_2': 'HOLMES LANE',\n",
-       "  'intersection_street_1': 'AVENUE K',\n",
-       "  'intersection_street_2': 'HOLMES LANE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ROCKAWAY PARKWAY',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:24:07.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3082420047',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1012914',\n",
-       "  'y_coordinate_state_plane': '172498',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64009738864848',\n",
-       "  'longitude': '-73.89671743721622',\n",
-       "  'location': {'latitude': '40.64009738864848',\n",
-       "   'longitude': '-73.89671743721622',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972740',\n",
-       "  'created_date': '2022-04-21T19:39:23.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'BATHTUB/SHOWER',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11201',\n",
-       "  'incident_address': '57 JAY STREET',\n",
-       "  'street_name': 'JAY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3000410007',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987952',\n",
-       "  'y_coordinate_state_plane': '195379',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.702946213299796',\n",
-       "  'longitude': '-73.98664832455788',\n",
-       "  'location': {'latitude': '40.702946213299796',\n",
-       "   'longitude': '-73.98664832455788',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971504',\n",
-       "  'created_date': '2022-04-21T19:39:23.000',\n",
-       "  'closed_date': '2022-04-25T17:08:22.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11201',\n",
-       "  'incident_address': '57 JAY STREET',\n",
-       "  'street_name': 'JAY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3000410007',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987952',\n",
-       "  'y_coordinate_state_plane': '195379',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.702946213299796',\n",
-       "  'longitude': '-73.98664832455788',\n",
-       "  'location': {'latitude': '40.702946213299796',\n",
-       "   'longitude': '-73.98664832455788',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969132',\n",
-       "  'created_date': '2022-04-21T19:39:27.000',\n",
-       "  'closed_date': '2022-04-21T20:15:55.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:15:59.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970634',\n",
-       "  'created_date': '2022-04-21T19:39:28.000',\n",
-       "  'closed_date': '2022-04-22T03:12:02.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11429',\n",
-       "  'incident_address': '102-11 215 STREET',\n",
-       "  'street_name': '215 STREET',\n",
-       "  'cross_street_1': '102 AVENUE',\n",
-       "  'cross_street_2': '104 AVENUE',\n",
-       "  'intersection_street_1': '102 AVENUE',\n",
-       "  'intersection_street_2': '104 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'QUEENS VILLAGE',\n",
-       "  'landmark': '215 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T03:12:08.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4110900016',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1055246',\n",
-       "  'y_coordinate_state_plane': '199109',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.71290010476697',\n",
-       "  'longitude': '-73.74390641448754',\n",
-       "  'location': {'latitude': '40.71290010476697',\n",
-       "   'longitude': '-73.74390641448754',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974869',\n",
-       "  'created_date': '2022-04-21T19:39:33.000',\n",
-       "  'closed_date': '2022-04-23T00:18:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'WATER SUPPLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10065',\n",
-       "  'incident_address': '61 EAST   66 STREET',\n",
-       "  'street_name': 'EAST   66 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1013810031',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '993255',\n",
-       "  'y_coordinate_state_plane': '218962',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.76767191670376',\n",
-       "  'longitude': '-73.9674908999646',\n",
-       "  'location': {'latitude': '40.76767191670376',\n",
-       "   'longitude': '-73.9674908999646',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971526',\n",
-       "  'created_date': '2022-04-21T19:39:35.000',\n",
-       "  'closed_date': '2022-04-24T12:04:52.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '44-15 COLDEN STREET',\n",
-       "  'street_name': 'COLDEN STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4051450024',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1033015',\n",
-       "  'y_coordinate_state_plane': '213138',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75155664830534',\n",
-       "  'longitude': '-73.8239951376963',\n",
-       "  'location': {'latitude': '40.75155664830534',\n",
-       "   'longitude': '-73.8239951376963',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972668',\n",
-       "  'created_date': '2022-04-21T19:39:41.000',\n",
-       "  'closed_date': '2022-04-22T20:21:12.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11222',\n",
-       "  'incident_address': '99 JAVA STREET',\n",
-       "  'street_name': 'JAVA STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3025400071',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996234',\n",
-       "  'y_coordinate_state_plane': '205751',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.73140752130249',\n",
-       "  'longitude': '-73.95675990665673',\n",
-       "  'location': {'latitude': '40.73140752130249',\n",
-       "   'longitude': '-73.95675990665673',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974187',\n",
-       "  'created_date': '2022-04-21T19:39:48.000',\n",
-       "  'closed_date': '2022-04-21T20:21:53.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Homeless Person Assistance',\n",
-       "  'location_type': 'Other',\n",
-       "  'incident_zip': '11232',\n",
-       "  'incident_address': '2 AVENUE',\n",
-       "  'street_name': '2 AVENUE',\n",
-       "  'cross_street_1': '2 AVENUE',\n",
-       "  'cross_street_2': '46 STREET',\n",
-       "  'intersection_street_1': '2 AVENUE',\n",
-       "  'intersection_street_2': '46 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The mobile outreach response team went to the location provided but could not find the individual that you reported.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:21:53.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '980200',\n",
-       "  'y_coordinate_state_plane': '176575',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65133333000899',\n",
-       "  'longitude': '-74.01459547621569',\n",
-       "  'location': {'latitude': '40.65133333000899',\n",
-       "   'longitude': '-74.01459547621569',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974306',\n",
-       "  'created_date': '2022-04-21T19:40:00.000',\n",
-       "  'closed_date': '2022-04-22T15:29:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '640 8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': 'W 41 ST',\n",
-       "  'cross_street_2': 'W 42 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:29:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986967',\n",
-       "  'y_coordinate_state_plane': '214950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75666417742652',\n",
-       "  'longitude': '-73.99019293432467',\n",
-       "  'location': {'latitude': '40.75666417742652',\n",
-       "   'longitude': '-73.99019293432467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975631',\n",
-       "  'created_date': '2022-04-21T19:40:00.000',\n",
-       "  'closed_date': '2022-04-21T19:53:01.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11104',\n",
-       "  'incident_address': '48-21 40 STREET',\n",
-       "  'street_name': '40 STREET',\n",
-       "  'cross_street_1': 'DON MCCALLIAN WAY',\n",
-       "  'cross_street_2': '50 AVENUE',\n",
-       "  'intersection_street_1': 'DON MCCALLIAN WAY',\n",
-       "  'intersection_street_2': '50 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SUNNYSIDE',\n",
-       "  'landmark': '40 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:53:06.000',\n",
-       "  'community_board': '02 QUEENS',\n",
-       "  'bbl': '4002020023',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004995',\n",
-       "  'y_coordinate_state_plane': '208637',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.73931266766753',\n",
-       "  'longitude': '-73.92514000030327',\n",
-       "  'location': {'latitude': '40.73931266766753',\n",
-       "   'longitude': '-73.92514000030327',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970681',\n",
-       "  'created_date': '2022-04-21T19:40:01.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Overgrown Tree/Branches',\n",
-       "  'descriptor': 'Hitting Building',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11214',\n",
-       "  'incident_address': '2154 81 STREET',\n",
-       "  'street_name': '81 STREET',\n",
-       "  'cross_street_1': '21 AVENUE',\n",
-       "  'cross_street_2': 'BAY PARKWAY',\n",
-       "  'intersection_street_1': '21 AVENUE',\n",
-       "  'intersection_street_2': 'BAY PARKWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '81 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3062997501',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '986495',\n",
-       "  'y_coordinate_state_plane': '159836',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.60538894292789',\n",
-       "  'longitude': '-73.99191498894895',\n",
-       "  'location': {'latitude': '40.60538894292789',\n",
-       "   'longitude': '-73.99191498894895',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975502',\n",
-       "  'created_date': '2022-04-21T19:40:03.000',\n",
-       "  'closed_date': '2022-04-21T21:22:35.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10467',\n",
-       "  'incident_address': '2233 BARKER AVENUE',\n",
-       "  'street_name': 'BARKER AVENUE',\n",
-       "  'cross_street_1': 'PELHAM PARKWAY NORTH',\n",
-       "  'cross_street_2': 'REISS PLACE',\n",
-       "  'intersection_street_1': 'PELHAM PARKWAY NORTH',\n",
-       "  'intersection_street_2': 'REISS PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BARKER AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:22:39.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1020335',\n",
-       "  'y_coordinate_state_plane': '251950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85814561159416',\n",
-       "  'longitude': '-73.86955168498953',\n",
-       "  'location': {'latitude': '40.85814561159416',\n",
-       "   'longitude': '-73.86955168498953',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972681',\n",
-       "  'created_date': '2022-04-21T19:40:08.000',\n",
-       "  'closed_date': '2022-04-21T20:38:19.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11219',\n",
-       "  'incident_address': '1042 50 STREET',\n",
-       "  'street_name': '50 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"The Department of Housing Preservation and Development conducted or attempted to conduct an inspection.  More information about inspection results can be found through HPD's website at www.nyc.gov/hpd by using HPDONLINE (enter your address on the home page) and entering your SR number under the complaint status option.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 BROOKLYN',\n",
-       "  'bbl': '3056460036',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984796',\n",
-       "  'y_coordinate_state_plane': '171599',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6376761912152',\n",
-       "  'longitude': '-73.99803271629477',\n",
-       "  'location': {'latitude': '40.6376761912152',\n",
-       "   'longitude': '-73.99803271629477',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969761',\n",
-       "  'created_date': '2022-04-21T19:40:19.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Driver Complaint - Non Passenger',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '194 LENOX AVENUE',\n",
-       "  'street_name': 'LENOX AVENUE',\n",
-       "  'cross_street_1': 'WEST  119 STREET',\n",
-       "  'cross_street_2': 'WEST  120 STREET',\n",
-       "  'intersection_street_1': 'WEST  119 STREET',\n",
-       "  'intersection_street_2': 'WEST  120 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'LENOX AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:50.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1017180170',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '998713',\n",
-       "  'y_coordinate_state_plane': '232434',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'taxi_pick_up_location': '194 LENOX AVENUE, MANHATTAN (NEW YORK), NY, 10026',\n",
-       "  'latitude': '40.80464170651968',\n",
-       "  'longitude': '-73.94775788159808',\n",
-       "  'location': {'latitude': '40.80464170651968',\n",
-       "   'longitude': '-73.94775788159808',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971989',\n",
-       "  'created_date': '2022-04-21T19:40:29.000',\n",
-       "  'closed_date': '2022-04-21T21:03:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Subway',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department visited the location and no Encampment was found.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:03:13.000',\n",
-       "  'community_board': 'Unspecified BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '989463',\n",
-       "  'y_coordinate_state_plane': '149647',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'bridge_highway_name': 'D',\n",
-       "  'bridge_highway_direction': 'D platform',\n",
-       "  'bridge_highway_segment': 'Platform',\n",
-       "  'latitude': '40.57742093121477',\n",
-       "  'longitude': '-73.9812340693855',\n",
-       "  'location': {'latitude': '40.57742093121477',\n",
-       "   'longitude': '-73.9812340693855',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973658',\n",
-       "  'created_date': '2022-04-21T19:40:36.000',\n",
-       "  'closed_date': '2022-04-21T19:50:58.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1207 BEACH AVENUE',\n",
-       "  'street_name': 'BEACH AVENUE',\n",
-       "  'cross_street_1': 'GLEASON AVENUE',\n",
-       "  'cross_street_2': 'PELHAM LINE',\n",
-       "  'intersection_street_1': 'GLEASON AVENUE',\n",
-       "  'intersection_street_2': 'PELHAM LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BEACH AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:51:01.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037630001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021327',\n",
-       "  'y_coordinate_state_plane': '241829',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83036235589997',\n",
-       "  'longitude': '-73.86602154214397',\n",
-       "  'location': {'latitude': '40.83036235589997',\n",
-       "   'longitude': '-73.86602154214397',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968060',\n",
-       "  'created_date': '2022-04-21T19:40:49.000',\n",
-       "  'closed_date': '2022-04-21T20:16:18.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:16:24.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967716',\n",
-       "  'created_date': '2022-04-21T19:41:00.000',\n",
-       "  'closed_date': '2022-04-21T22:25:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Sewer',\n",
-       "  'descriptor': 'Sewer Backup (Use Comments) (SA)',\n",
-       "  'incident_zip': '11235',\n",
-       "  'incident_address': '307 BRIGHTON BE AVENUE',\n",
-       "  'street_name': 'BRIGHTON BE AVENUE',\n",
-       "  'cross_street_1': 'BRIGHTON 3 ST',\n",
-       "  'cross_street_2': 'BRIGHTON 4 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection investigated this complaint and found there was no sewer back up in the city system at the time of the inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:25:00.000',\n",
-       "  'community_board': '13 BROOKLYN',\n",
-       "  'bbl': '3086730001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '994245',\n",
-       "  'y_coordinate_state_plane': '149519',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.577065494809766',\n",
-       "  'longitude': '-73.96401985762763',\n",
-       "  'location': {'latitude': '40.577065494809766',\n",
-       "   'longitude': '-73.96401985762763',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971114',\n",
-       "  'created_date': '2022-04-21T19:41:41.000',\n",
-       "  'closed_date': '2022-04-21T20:14:39.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11419',\n",
-       "  'incident_address': '104-88 128 STREET',\n",
-       "  'street_name': '128 STREET',\n",
-       "  'cross_street_1': 'LIBERTY AVENUE',\n",
-       "  'cross_street_2': '107 AVENUE',\n",
-       "  'intersection_street_1': 'LIBERTY AVENUE',\n",
-       "  'intersection_street_2': '107 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH RICHMOND HILL',\n",
-       "  'landmark': '128 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:14:44.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4095810045',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1035043',\n",
-       "  'y_coordinate_state_plane': '190181',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68853393782715',\n",
-       "  'longitude': '-73.81684884933352',\n",
-       "  'location': {'latitude': '40.68853393782715',\n",
-       "   'longitude': '-73.81684884933352',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972843',\n",
-       "  'created_date': '2022-04-21T19:41:50.000',\n",
-       "  'closed_date': '2022-04-21T19:50:17.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '76E EAST  119 STREET',\n",
-       "  'street_name': 'EAST  119 STREET',\n",
-       "  'cross_street_1': 'MADISON AVENUE',\n",
-       "  'cross_street_2': 'METRO NORTH-CONNECTING RAIL LINE',\n",
-       "  'intersection_street_1': 'MADISON AVENUE',\n",
-       "  'intersection_street_2': 'METRO NORTH-CONNECTING RAIL LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST  119 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:50:21.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1017450040',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000157',\n",
-       "  'y_coordinate_state_plane': '231303',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80153494081714',\n",
-       "  'longitude': '-73.94254465863544',\n",
-       "  'location': {'latitude': '40.80153494081714',\n",
-       "   'longitude': '-73.94254465863544',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971356',\n",
-       "  'created_date': '2022-04-21T19:42:11.000',\n",
-       "  'closed_date': '2022-04-21T20:16:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:16:31.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968423',\n",
-       "  'created_date': '2022-04-21T19:42:22.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Damaged Tree',\n",
-       "  'descriptor': 'Entire Tree Has Fallen Down',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10301',\n",
-       "  'incident_address': '88 HEWITT AVENUE',\n",
-       "  'street_name': 'HEWITT AVENUE',\n",
-       "  'cross_street_1': 'MICHAEL LOOP',\n",
-       "  'cross_street_2': 'MILFORD AVENUE',\n",
-       "  'intersection_street_1': 'MICHAEL LOOP',\n",
-       "  'intersection_street_2': 'MILFORD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'HEWITT AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'NYC Parks created a work order for the tree condition and expects to address the issue within 120 days from the date of the tree assessment, barring any weather-related requests.   NYC Parks work priority categories range from Category A through D, with A being the most critical and time-sensitive. We will complete all work in Category A first and address work in lower priority categories in accordance with available resources. For more information about the Tree Risk Management Program, visit the NYC Urban Forest page on the NYC Parks website at nyc.gov/parks/trees.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:22:35.000',\n",
-       "  'community_board': '02 STATEN ISLAND',\n",
-       "  'bbl': '5008370070',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '956572',\n",
-       "  'y_coordinate_state_plane': '160756',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.60787121377062',\n",
-       "  'longitude': '-74.09968165000333',\n",
-       "  'location': {'latitude': '40.60787121377062',\n",
-       "   'longitude': '-74.09968165000333',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975345',\n",
-       "  'created_date': '2022-04-21T19:42:25.000',\n",
-       "  'closed_date': '2022-04-23T12:08:32.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Residential Disposal Complaint',\n",
-       "  'descriptor': 'Waste Set Out Too Early or Too Late',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '10302',\n",
-       "  'incident_address': '552 VILLA AVENUE',\n",
-       "  'street_name': 'VILLA AVENUE',\n",
-       "  'cross_street_1': 'DIXON AVENUE',\n",
-       "  'cross_street_2': 'PORT RICHMOND AVENUE',\n",
-       "  'intersection_street_1': 'DIXON AVENUE',\n",
-       "  'intersection_street_2': 'PORT RICHMOND AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'VILLA AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and issued a Notice of Violation.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T12:08:37.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5011410116',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '944222',\n",
-       "  'y_coordinate_state_plane': '167781',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.62710617459602',\n",
-       "  'longitude': '-74.14420145855837',\n",
-       "  'location': {'latitude': '40.62710617459602',\n",
-       "   'longitude': '-74.14420145855837',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971970',\n",
-       "  'created_date': '2022-04-21T19:42:27.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Driver Complaint - Non Passenger',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '76E EAST  119 STREET',\n",
-       "  'street_name': 'EAST  119 STREET',\n",
-       "  'cross_street_1': 'MADISON AVENUE',\n",
-       "  'cross_street_2': 'METRO NORTH-CONNECTING RAIL LINE',\n",
-       "  'intersection_street_1': 'MADISON AVENUE',\n",
-       "  'intersection_street_2': 'METRO NORTH-CONNECTING RAIL LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST  119 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:50.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1017450040',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000157',\n",
-       "  'y_coordinate_state_plane': '231303',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'taxi_pick_up_location': '76E EAST  119 STREET, MANHATTAN (NEW YORK), NY, 10035',\n",
-       "  'latitude': '40.80153494081714',\n",
-       "  'longitude': '-73.94254465863544',\n",
-       "  'location': {'latitude': '40.80153494081714',\n",
-       "   'longitude': '-73.94254465863544',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976468',\n",
-       "  'created_date': '2022-04-21T19:42:27.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Sanitation Worker or Vehicle Complaint',\n",
-       "  'descriptor': 'Unsafe Driving',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '515 WEST  156 STREET',\n",
-       "  'street_name': 'WEST  156 STREET',\n",
-       "  'cross_street_1': 'AMSTERDAM AVENUE',\n",
-       "  'cross_street_2': 'BROADWAY',\n",
-       "  'intersection_street_1': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_2': 'BROADWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  156 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_action_updated_date': '2022-04-22T12:56:10.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021150044',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999967',\n",
-       "  'y_coordinate_state_plane': '242602',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.83254785846017',\n",
-       "  'longitude': '-73.94320446859504',\n",
-       "  'location': {'latitude': '40.83254785846017',\n",
-       "   'longitude': '-73.94320446859504',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968504',\n",
-       "  'created_date': '2022-04-21T19:42:29.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Food Establishment',\n",
-       "  'descriptor': 'Food Protection',\n",
-       "  'location_type': 'Restaurant/Bar/Deli/Bakery',\n",
-       "  'incident_zip': '11354',\n",
-       "  'incident_address': '135-45 ROOSEVELT AVENUE',\n",
-       "  'street_name': 'ROOSEVELT AVENUE',\n",
-       "  'cross_street_1': 'PRINCE STREET',\n",
-       "  'cross_street_2': 'MAIN STREET',\n",
-       "  'intersection_street_1': 'PRINCE STREET',\n",
-       "  'intersection_street_2': 'MAIN STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': 'ROOSEVELT AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has sent official written notification to the Owner/Landlord warning them of potential violations and instructing them to correct the situation. If the situation persists 21 days after your initial complaint, please make a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:40:29.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4049760001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1031043',\n",
-       "  'y_coordinate_state_plane': '215935',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75924434275864',\n",
-       "  'longitude': '-73.83109308653952',\n",
-       "  'location': {'latitude': '40.75924434275864',\n",
-       "   'longitude': '-73.83109308653952',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974499',\n",
-       "  'created_date': '2022-04-21T19:42:58.000',\n",
-       "  'closed_date': '2022-04-21T22:13:57.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '2063 NEWBOLD AVENUE',\n",
-       "  'street_name': 'NEWBOLD AVENUE',\n",
-       "  'cross_street_1': 'EAST  177 STREET',\n",
-       "  'cross_street_2': 'OLMSTEAD AVENUE',\n",
-       "  'intersection_street_1': 'EAST  177 STREET',\n",
-       "  'intersection_street_2': 'OLMSTEAD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'NEWBOLD AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:14:01.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2038050056',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1024204',\n",
-       "  'y_coordinate_state_plane': '242722',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.832800834881056',\n",
-       "  'longitude': '-73.85562014644844',\n",
-       "  'location': {'latitude': '40.832800834881056',\n",
-       "   'longitude': '-73.85562014644844',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975393',\n",
-       "  'created_date': '2022-04-21T19:43:00.000',\n",
-       "  'closed_date': '2022-04-22T15:29:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '640 8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': 'W 41 ST',\n",
-       "  'cross_street_2': 'W 42 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:29:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986967',\n",
-       "  'y_coordinate_state_plane': '214950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75666417742652',\n",
-       "  'longitude': '-73.99019293432467',\n",
-       "  'location': {'latitude': '40.75666417742652',\n",
-       "   'longitude': '-73.99019293432467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973727',\n",
-       "  'created_date': '2022-04-21T19:43:09.000',\n",
-       "  'closed_date': '2022-04-25T17:08:22.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11201',\n",
-       "  'incident_address': '57 JAY STREET',\n",
-       "  'street_name': 'JAY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3000410007',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987952',\n",
-       "  'y_coordinate_state_plane': '195379',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.702946213299796',\n",
-       "  'longitude': '-73.98664832455788',\n",
-       "  'location': {'latitude': '40.702946213299796',\n",
-       "   'longitude': '-73.98664832455788',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970531',\n",
-       "  'created_date': '2022-04-21T19:43:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'DAMP SPOT',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11201',\n",
-       "  'incident_address': '57 JAY STREET',\n",
-       "  'street_name': 'JAY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3000410007',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987952',\n",
-       "  'y_coordinate_state_plane': '195379',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.702946213299796',\n",
-       "  'longitude': '-73.98664832455788',\n",
-       "  'location': {'latitude': '40.702946213299796',\n",
-       "   'longitude': '-73.98664832455788',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974881',\n",
-       "  'created_date': '2022-04-21T19:43:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'MOLD',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11201',\n",
-       "  'incident_address': '57 JAY STREET',\n",
-       "  'street_name': 'JAY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3000410007',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987952',\n",
-       "  'y_coordinate_state_plane': '195379',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.702946213299796',\n",
-       "  'longitude': '-73.98664832455788',\n",
-       "  'location': {'latitude': '40.702946213299796',\n",
-       "   'longitude': '-73.98664832455788',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971488',\n",
-       "  'created_date': '2022-04-21T19:43:10.000',\n",
-       "  'closed_date': '2022-04-22T08:49:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10456',\n",
-       "  'incident_address': '1011 CARROLL PLACE',\n",
-       "  'street_name': 'CARROLL PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted an occupant of the apartment and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2024610111',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1006559',\n",
-       "  'y_coordinate_state_plane': '241612',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.82981640259085',\n",
-       "  'longitude': '-73.91938667778365',\n",
-       "  'location': {'latitude': '40.82981640259085',\n",
-       "   'longitude': '-73.91938667778365',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974700',\n",
-       "  'created_date': '2022-04-21T19:43:10.000',\n",
-       "  'closed_date': '2022-04-21T20:45:50.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10009',\n",
-       "  'incident_address': '133 AVENUE B',\n",
-       "  'street_name': 'AVENUE B',\n",
-       "  'cross_street_1': 'EAST    8 STREET',\n",
-       "  'cross_street_2': 'EAST    9 STREET',\n",
-       "  'intersection_street_1': 'EAST    8 STREET',\n",
-       "  'intersection_street_2': 'EAST    9 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'AVENUE B',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:45:54.000',\n",
-       "  'community_board': '03 MANHATTAN',\n",
-       "  'bbl': '1003910003',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989708',\n",
-       "  'y_coordinate_state_plane': '203888',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.72630047579007',\n",
-       "  'longitude': '-73.98030821631575',\n",
-       "  'location': {'latitude': '40.72630047579007',\n",
-       "   'longitude': '-73.98030821631575',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975950',\n",
-       "  'created_date': '2022-04-21T19:43:12.000',\n",
-       "  'closed_date': '2022-04-25T15:52:37.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '21-68 35 STREET',\n",
-       "  'street_name': '35 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4008307501',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1009703',\n",
-       "  'y_coordinate_state_plane': '221839',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.775536470711685',\n",
-       "  'longitude': '-73.90810083514367',\n",
-       "  'location': {'latitude': '40.775536470711685',\n",
-       "   'longitude': '-73.90810083514367',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970483',\n",
-       "  'created_date': '2022-04-21T19:43:18.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'TOILET',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11210',\n",
-       "  'incident_address': '1404 BROOKLYN AVENUE',\n",
-       "  'street_name': 'BROOKLYN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3049810050',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000217',\n",
-       "  'y_coordinate_state_plane': '171922',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.638548382297635',\n",
-       "  'longitude': '-73.94246880633156',\n",
-       "  'location': {'latitude': '40.638548382297635',\n",
-       "   'longitude': '-73.94246880633156',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968273',\n",
-       "  'created_date': '2022-04-21T19:43:18.000',\n",
-       "  'closed_date': '2022-04-24T10:09:15.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'TOILET',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11210',\n",
-       "  'incident_address': '1404 BROOKLYN AVENUE',\n",
-       "  'street_name': 'BROOKLYN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted an occupant of the apartment and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3049810050',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000217',\n",
-       "  'y_coordinate_state_plane': '171922',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.638548382297635',\n",
-       "  'longitude': '-73.94246880633156',\n",
-       "  'location': {'latitude': '40.638548382297635',\n",
-       "   'longitude': '-73.94246880633156',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969139',\n",
-       "  'created_date': '2022-04-21T19:43:34.000',\n",
-       "  'closed_date': '2022-04-21T20:16:39.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:16:42.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971156',\n",
-       "  'created_date': '2022-04-21T19:43:45.000',\n",
-       "  'closed_date': '2022-04-21T22:02:13.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11230',\n",
-       "  'incident_address': '645 OCEAN PARKWAY',\n",
-       "  'street_name': 'OCEAN PARKWAY',\n",
-       "  'cross_street_1': '18 AVENUE',\n",
-       "  'cross_street_2': 'WEBSTER AVENUE',\n",
-       "  'intersection_street_1': '18 AVENUE',\n",
-       "  'intersection_street_2': 'WEBSTER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'OCEAN PARKWAY',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:02:18.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3054170001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '992005',\n",
-       "  'y_coordinate_state_plane': '169760',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.632625149357324',\n",
-       "  'longitude': '-73.97206020021348',\n",
-       "  'location': {'latitude': '40.632625149357324',\n",
-       "   'longitude': '-73.97206020021348',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974952',\n",
-       "  'created_date': '2022-04-21T19:44:04.000',\n",
-       "  'closed_date': '2022-04-21T19:50:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '165 EAST  119 STREET',\n",
-       "  'street_name': 'EAST  119 STREET',\n",
-       "  'cross_street_1': 'LEXINGTON AVENUE',\n",
-       "  'cross_street_2': '3 AVENUE',\n",
-       "  'intersection_street_1': 'LEXINGTON AVENUE',\n",
-       "  'intersection_street_2': '3 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST  119 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:50:33.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1017680021',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000990',\n",
-       "  'y_coordinate_state_plane': '230851',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80029278581791',\n",
-       "  'longitude': '-73.93953702934184',\n",
-       "  'location': {'latitude': '40.80029278581791',\n",
-       "   'longitude': '-73.93953702934184',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974457',\n",
-       "  'created_date': '2022-04-21T19:44:08.000',\n",
-       "  'closed_date': '2022-04-21T21:31:50.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Vehicle',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': '1791 RIVERSIDE DRIVE',\n",
-       "  'street_name': 'RIVERSIDE DRIVE',\n",
-       "  'cross_street_1': 'HENRY HUDSON PARKWAY ET   17 NB',\n",
-       "  'cross_street_2': 'HENSHAW STREET',\n",
-       "  'intersection_street_1': 'HENRY HUDSON PARKWAY ET   17 NB',\n",
-       "  'intersection_street_2': 'HENSHAW STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'RIVERSIDE DRIVE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:31:54.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1022460130',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1003441',\n",
-       "  'y_coordinate_state_plane': '254993',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.86655061324244',\n",
-       "  'longitude': '-73.93061523171522',\n",
-       "  'location': {'latitude': '40.86655061324244',\n",
-       "   'longitude': '-73.93061523171522',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976258',\n",
-       "  'created_date': '2022-04-21T19:44:13.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Mobile Food Vendor',\n",
-       "  'descriptor': 'Food Source/Protection',\n",
-       "  'location_type': 'Mobile Food Vendor',\n",
-       "  'incident_zip': '10001',\n",
-       "  'incident_address': '111 WEST   32 STREET',\n",
-       "  'street_name': 'WEST   32 STREET',\n",
-       "  'cross_street_1': 'AVENUE OF THE AMERICAS',\n",
-       "  'cross_street_2': '7 AVENUE',\n",
-       "  'intersection_street_1': 'AVENUE OF THE AMERICAS',\n",
-       "  'intersection_street_2': '7 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST   32 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has received and processed your complaint. All restaurants and mobile food vendors are inspected annually. Restaurant inspection results can be found on WWW.NYC.GOV or a copy of the inspection can be requested from 311.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:58:19.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1008080040',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '987204',\n",
-       "  'y_coordinate_state_plane': '212079',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.748783933986736',\n",
-       "  'longitude': '-73.9893387393561',\n",
-       "  'location': {'latitude': '40.748783933986736',\n",
-       "   'longitude': '-73.9893387393561',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971969',\n",
-       "  'created_date': '2022-04-21T19:44:44.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Driver Complaint - Non Passenger',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '165 EAST  119 STREET',\n",
-       "  'street_name': 'EAST  119 STREET',\n",
-       "  'cross_street_1': 'LEXINGTON AVENUE',\n",
-       "  'cross_street_2': '3 AVENUE',\n",
-       "  'intersection_street_1': 'LEXINGTON AVENUE',\n",
-       "  'intersection_street_2': '3 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST  119 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:50.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1017680021',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000990',\n",
-       "  'y_coordinate_state_plane': '230851',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'taxi_pick_up_location': '165 EAST  119 STREET, MANHATTAN (NEW YORK), NY, 10035',\n",
-       "  'latitude': '40.80029278581791',\n",
-       "  'longitude': '-73.93953702934184',\n",
-       "  'location': {'latitude': '40.80029278581791',\n",
-       "   'longitude': '-73.93953702934184',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972508',\n",
-       "  'created_date': '2022-04-21T19:44:56.000',\n",
-       "  'closed_date': '2022-04-21T20:17:06.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:17:09.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972191',\n",
-       "  'created_date': '2022-04-21T19:45:06.000',\n",
-       "  'closed_date': '2022-04-25T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'General Construction/Plumbing',\n",
-       "  'descriptor': 'Building Permit - None',\n",
-       "  'incident_zip': '11101',\n",
-       "  'incident_address': '52-18 35 STREET',\n",
-       "  'street_name': '35 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'LONG ISLAND CITY',\n",
-       "  'status': 'Assigned',\n",
-       "  'resolution_description': 'The Department of Buildings has reviewed this complaint and determnined that it would be best addressed by the Office of Operations.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '02 QUEENS',\n",
-       "  'bbl': '4003030024',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1002092',\n",
-       "  'y_coordinate_state_plane': '207446',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.73605000132856',\n",
-       "  'longitude': '-73.93561886378455',\n",
-       "  'location': {'latitude': '40.73605000132856',\n",
-       "   'longitude': '-73.93561886378455',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974373',\n",
-       "  'created_date': '2022-04-21T19:45:15.000',\n",
-       "  'closed_date': '2022-04-21T22:03:12.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11230',\n",
-       "  'incident_address': '665 OCEAN PARKWAY',\n",
-       "  'street_name': 'OCEAN PARKWAY',\n",
-       "  'cross_street_1': 'WEBSTER AVENUE',\n",
-       "  'cross_street_2': 'LAWRENCE AVENUE',\n",
-       "  'intersection_street_1': 'WEBSTER AVENUE',\n",
-       "  'intersection_street_2': 'LAWRENCE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'OCEAN PARKWAY',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:03:18.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3054210006',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '992037',\n",
-       "  'y_coordinate_state_plane': '169540',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.632021267900136',\n",
-       "  'longitude': '-73.97194516411992',\n",
-       "  'location': {'latitude': '40.632021267900136',\n",
-       "   'longitude': '-73.97194516411992',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968454',\n",
-       "  'created_date': '2022-04-21T19:45:45.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Mouse Sighting',\n",
-       "  'location_type': '3+ Family Apt. Building',\n",
-       "  'incident_zip': '11219',\n",
-       "  'incident_address': '1042 50 STREET',\n",
-       "  'street_name': '50 STREET',\n",
-       "  'cross_street_1': 'FT HAMILTON PARKWAY',\n",
-       "  'cross_street_2': '11 AVENUE',\n",
-       "  'intersection_street_1': 'FT HAMILTON PARKWAY',\n",
-       "  'intersection_street_2': '11 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '50 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '12 BROOKLYN',\n",
-       "  'bbl': '3056460036',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984796',\n",
-       "  'y_coordinate_state_plane': '171599',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6376761912152',\n",
-       "  'longitude': '-73.99803271629477',\n",
-       "  'location': {'latitude': '40.6376761912152',\n",
-       "   'longitude': '-73.99803271629477',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968406',\n",
-       "  'created_date': '2022-04-21T19:45:50.000',\n",
-       "  'closed_date': '2022-04-21T20:13:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '123-20 109 AVENUE',\n",
-       "  'street_name': '109 AVENUE',\n",
-       "  'cross_street_1': '124 STREET',\n",
-       "  'cross_street_2': '124 STREET',\n",
-       "  'intersection_street_1': '124 STREET',\n",
-       "  'intersection_street_2': '124 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '109 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:13:59.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4116040010',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1034738',\n",
-       "  'y_coordinate_state_plane': '188326',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.6834441433792',\n",
-       "  'longitude': '-73.81796252582383',\n",
-       "  'location': {'latitude': '40.6834441433792',\n",
-       "   'longitude': '-73.81796252582383',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967753',\n",
-       "  'created_date': '2022-04-21T19:45:52.000',\n",
-       "  'closed_date': '2022-04-21T22:02:39.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '34 RUGBY ROAD',\n",
-       "  'street_name': 'RUGBY ROAD',\n",
-       "  'cross_street_1': 'CATON AVENUE',\n",
-       "  'cross_street_2': 'CHURCH AVENUE',\n",
-       "  'intersection_street_1': 'CATON AVENUE',\n",
-       "  'intersection_street_2': 'CHURCH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'RUGBY ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:02:43.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3050740018',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '993443',\n",
-       "  'y_coordinate_state_plane': '175748',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64905954926081',\n",
-       "  'longitude': '-73.96687119933019',\n",
-       "  'location': {'latitude': '40.64905954926081',\n",
-       "   'longitude': '-73.96687119933019',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974816',\n",
-       "  'created_date': '2022-04-21T19:46:13.000',\n",
-       "  'closed_date': '2022-04-22T09:33:28.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '249 EAST   37 STREET',\n",
-       "  'street_name': 'EAST   37 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3048910001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1000126',\n",
-       "  'y_coordinate_state_plane': '176402',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65084517791528',\n",
-       "  'longitude': '-73.94278614805258',\n",
-       "  'location': {'latitude': '40.65084517791528',\n",
-       "   'longitude': '-73.94278614805258',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972663',\n",
-       "  'created_date': '2022-04-21T19:46:16.000',\n",
-       "  'closed_date': '2022-04-26T07:56:52.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10460',\n",
-       "  'incident_address': '870 EAST  175 STREET',\n",
-       "  'street_name': 'EAST  175 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-26T00:00:00.000',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'bbl': '2029570034',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1015075',\n",
-       "  'y_coordinate_state_plane': '245340',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.8400230617786',\n",
-       "  'longitude': '-73.88859710351839',\n",
-       "  'location': {'latitude': '40.8400230617786',\n",
-       "   'longitude': '-73.88859710351839',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973617',\n",
-       "  'created_date': '2022-04-21T19:46:18.000',\n",
-       "  'closed_date': '2022-04-21T20:16:55.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:16:59.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972842',\n",
-       "  'created_date': '2022-04-21T19:46:24.000',\n",
-       "  'closed_date': '2022-04-21T19:50:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '2184 3 AVENUE',\n",
-       "  'street_name': '3 AVENUE',\n",
-       "  'cross_street_1': 'EAST  119 STREET',\n",
-       "  'cross_street_2': 'EAST  120 STREET',\n",
-       "  'intersection_street_1': 'EAST  119 STREET',\n",
-       "  'intersection_street_2': 'EAST  120 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '3 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:50:48.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1017680033',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001280',\n",
-       "  'y_coordinate_state_plane': '230760',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80004246156558',\n",
-       "  'longitude': '-73.93848981355822',\n",
-       "  'location': {'latitude': '40.80004246156558',\n",
-       "   'longitude': '-73.93848981355822',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970640',\n",
-       "  'created_date': '2022-04-21T19:46:35.000',\n",
-       "  'closed_date': '2022-04-22T02:44:08.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '43-22 157 STREET',\n",
-       "  'street_name': '157 STREET',\n",
-       "  'cross_street_1': '43 AVENUE',\n",
-       "  'cross_street_2': '45 AVENUE',\n",
-       "  'intersection_street_1': '43 AVENUE',\n",
-       "  'intersection_street_2': '45 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': '157 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T02:44:13.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4054140046',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037184',\n",
-       "  'y_coordinate_state_plane': '215760',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75872937993422',\n",
-       "  'longitude': '-73.8089275963781',\n",
-       "  'location': {'latitude': '40.75872937993422',\n",
-       "   'longitude': '-73.8089275963781',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973214',\n",
-       "  'created_date': '2022-04-21T19:46:41.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Dead Animal',\n",
-       "  'descriptor': 'Cat',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11411',\n",
-       "  'incident_address': '115-02 222 STREET',\n",
-       "  'street_name': '222 STREET',\n",
-       "  'cross_street_1': '115 AVENUE',\n",
-       "  'cross_street_2': '115 ROAD',\n",
-       "  'intersection_street_1': '115 AVENUE',\n",
-       "  'intersection_street_2': '115 ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CAMBRIA HEIGHTS',\n",
-       "  'landmark': '222 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Sanitation cleaned the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T10:36:07.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4112850036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1057478',\n",
-       "  'y_coordinate_state_plane': '194193',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69938871357166',\n",
-       "  'longitude': '-73.73590875353041',\n",
-       "  'location': {'latitude': '40.69938871357166',\n",
-       "   'longitude': '-73.73590875353041',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974305',\n",
-       "  'created_date': '2022-04-21T19:47:00.000',\n",
-       "  'closed_date': '2022-04-22T15:30:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '640 8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': 'W 41 ST',\n",
-       "  'cross_street_2': 'W 42 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:30:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986967',\n",
-       "  'y_coordinate_state_plane': '214950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75666417742652',\n",
-       "  'longitude': '-73.99019293432467',\n",
-       "  'location': {'latitude': '40.75666417742652',\n",
-       "   'longitude': '-73.99019293432467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973605',\n",
-       "  'created_date': '2022-04-21T19:47:41.000',\n",
-       "  'closed_date': '2022-04-21T20:17:15.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:17:19.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972269',\n",
-       "  'created_date': '2022-04-21T19:47:42.000',\n",
-       "  'closed_date': '2022-04-21T20:39:42.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10454',\n",
-       "  'incident_address': '341 CONCORD AVENUE',\n",
-       "  'street_name': 'CONCORD AVENUE',\n",
-       "  'cross_street_1': 'EAST  141 STREET',\n",
-       "  'cross_street_2': 'EAST  142 STREET',\n",
-       "  'intersection_street_1': 'EAST  141 STREET',\n",
-       "  'intersection_street_2': 'EAST  142 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'CONCORD AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:44.000',\n",
-       "  'community_board': '01 BRONX',\n",
-       "  'bbl': '2025730028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1009034',\n",
-       "  'y_coordinate_state_plane': '233415',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.80731135681391',\n",
-       "  'longitude': '-73.91047357094716',\n",
-       "  'location': {'latitude': '40.80731135681391',\n",
-       "   'longitude': '-73.91047357094716',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967817',\n",
-       "  'created_date': '2022-04-21T19:47:53.000',\n",
-       "  'closed_date': '2022-04-21T22:40:02.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Traffic',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11249',\n",
-       "  'incident_address': '27 NORTH SIXTH STREET',\n",
-       "  'street_name': 'NORTH SIXTH STREET',\n",
-       "  'cross_street_1': 'NORTH    6 PLACE',\n",
-       "  'cross_street_2': 'KENT AVENUE',\n",
-       "  'intersection_street_1': 'NORTH    6 PLACE',\n",
-       "  'intersection_street_2': 'KENT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'NORTH    6 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:40:06.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3023247501',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '994601',\n",
-       "  'y_coordinate_state_plane': '201595',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.72000237403064',\n",
-       "  'longitude': '-73.96265841045447',\n",
-       "  'location': {'latitude': '40.72000237403064',\n",
-       "   'longitude': '-73.96265841045447',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969001',\n",
-       "  'created_date': '2022-04-21T19:47:56.000',\n",
-       "  'closed_date': '2022-04-21T20:07:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11208',\n",
-       "  'incident_address': '865 LIBERTY AVENUE',\n",
-       "  'street_name': 'LIBERTY AVENUE',\n",
-       "  'cross_street_1': 'MILFORD STREET',\n",
-       "  'cross_street_2': 'LOGAN STREET',\n",
-       "  'intersection_street_1': 'MILFORD STREET',\n",
-       "  'intersection_street_2': 'LOGAN STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'LIBERTY AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:07:59.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3041530082',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1018216',\n",
-       "  'y_coordinate_state_plane': '186023',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67720175803887',\n",
-       "  'longitude': '-73.87754508671198',\n",
-       "  'location': {'latitude': '40.67720175803887',\n",
-       "   'longitude': '-73.87754508671198',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972866',\n",
-       "  'created_date': '2022-04-21T19:48:17.000',\n",
-       "  'closed_date': '2022-04-21T21:53:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11365',\n",
-       "  'incident_address': '59 AVENUE',\n",
-       "  'street_name': '59 AVENUE',\n",
-       "  'cross_street_1': '59 AVENUE',\n",
-       "  'cross_street_2': 'FRESH MEADOW LANE',\n",
-       "  'intersection_street_1': '59 AVENUE',\n",
-       "  'intersection_street_2': 'FRESH MEADOW LANE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:53:30.000',\n",
-       "  'community_board': '11 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1040429',\n",
-       "  'y_coordinate_state_plane': '209149',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.740563877466535',\n",
-       "  'longitude': '-73.79726960023032',\n",
-       "  'location': {'latitude': '40.740563877466535',\n",
-       "   'longitude': '-73.79726960023032',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967829',\n",
-       "  'created_date': '2022-04-21T19:48:24.000',\n",
-       "  'closed_date': '2022-04-21T20:28:35.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '720 FENIMORE STREET',\n",
-       "  'street_name': 'FENIMORE STREET',\n",
-       "  'cross_street_1': 'ALBANY AVENUE',\n",
-       "  'cross_street_2': 'TROY AVENUE',\n",
-       "  'intersection_street_1': 'ALBANY AVENUE',\n",
-       "  'intersection_street_2': 'TROY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FENIMORE STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:28:39.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3048180022',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1001470',\n",
-       "  'y_coordinate_state_plane': '179542',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65946127753432',\n",
-       "  'longitude': '-73.93793463123764',\n",
-       "  'location': {'latitude': '40.65946127753432',\n",
-       "   'longitude': '-73.93793463123764',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972053',\n",
-       "  'created_date': '2022-04-21T19:48:24.000',\n",
-       "  'closed_date': '2022-04-21T21:22:39.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Crosswalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': '5060 BROADWAY',\n",
-       "  'street_name': 'BROADWAY',\n",
-       "  'cross_street_1': 'RITA VENEDAM PLACE',\n",
-       "  'cross_street_2': 'WEST  216 STREET',\n",
-       "  'intersection_street_1': 'RITA VENEDAM PLACE',\n",
-       "  'intersection_street_2': 'WEST  216 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'BROADWAY',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:22:44.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1022320018',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1007550',\n",
-       "  'y_coordinate_state_plane': '256226',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.86992493148226',\n",
-       "  'longitude': '-73.91575492583648',\n",
-       "  'location': {'latitude': '40.86992493148226',\n",
-       "   'longitude': '-73.91575492583648',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971429',\n",
-       "  'created_date': '2022-04-21T19:48:30.000',\n",
-       "  'closed_date': '2022-04-21T22:28:49.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Music',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '480 EAST   23 STREET',\n",
-       "  'street_name': 'EAST   23 STREET',\n",
-       "  'cross_street_1': 'STEPHENS COURT',\n",
-       "  'cross_street_2': 'FOSTER AVENUE',\n",
-       "  'intersection_street_1': 'STEPHENS COURT',\n",
-       "  'intersection_street_2': 'FOSTER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   23 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:28:53.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3052220078',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996513',\n",
-       "  'y_coordinate_state_plane': '171800',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.63821942108572',\n",
-       "  'longitude': '-73.95581502290973',\n",
-       "  'location': {'latitude': '40.63821942108572',\n",
-       "   'longitude': '-73.95581502290973',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975148',\n",
-       "  'created_date': '2022-04-21T19:48:47.000',\n",
-       "  'closed_date': '2022-04-22T01:29:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '105 ELLIOT PLACE',\n",
-       "  'street_name': 'ELLIOT PLACE',\n",
-       "  'cross_street_1': 'WALTON AVENUE',\n",
-       "  'cross_street_2': 'GRAND CONCOURSE',\n",
-       "  'intersection_street_1': 'WALTON AVENUE',\n",
-       "  'intersection_street_2': 'GRAND CONCOURSE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'ELLIOT PLACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:29:45.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2028420038',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1007602',\n",
-       "  'y_coordinate_state_plane': '244829',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83864343945595',\n",
-       "  'longitude': '-73.9156066117939',\n",
-       "  'location': {'latitude': '40.83864343945595',\n",
-       "   'longitude': '-73.9156066117939',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972825',\n",
-       "  'created_date': '2022-04-21T19:48:48.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'incident_address': 'HOWE AVENUE',\n",
-       "  'street_name': 'HOWE AVENUE',\n",
-       "  'cross_street_1': 'LACOMBE AVENUE',\n",
-       "  'cross_street_2': 'NORTON AVENUE',\n",
-       "  'address_type': 'BLOCKFACE',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Transportation referred this complaint to the appropriate Maintenance Unit for repair.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:48:48.000',\n",
-       "  'community_board': 'Unspecified BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX'},\n",
-       " {'unique_key': '53969140',\n",
-       "  'created_date': '2022-04-21T19:49:03.000',\n",
-       "  'closed_date': '2022-04-21T20:17:24.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:17:26.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973602',\n",
-       "  'created_date': '2022-04-21T19:49:13.000',\n",
-       "  'closed_date': '2022-04-21T20:17:33.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:17:36.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969278',\n",
-       "  'created_date': '2022-04-21T19:49:15.000',\n",
-       "  'closed_date': '2022-04-23T12:36:08.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '45 ST NICHOLAS AVENUE',\n",
-       "  'street_name': 'ST NICHOLAS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1018220015',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997404',\n",
-       "  'y_coordinate_state_plane': '230817',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80020553118457',\n",
-       "  'longitude': '-73.9524893160472',\n",
-       "  'location': {'latitude': '40.80020553118457',\n",
-       "   'longitude': '-73.9524893160472',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970426',\n",
-       "  'created_date': '2022-04-21T19:49:18.000',\n",
-       "  'closed_date': '2022-04-25T15:52:37.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '21-68 35 STREET',\n",
-       "  'street_name': '35 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4008307501',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1009703',\n",
-       "  'y_coordinate_state_plane': '221839',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.775536470711685',\n",
-       "  'longitude': '-73.90810083514367',\n",
-       "  'location': {'latitude': '40.775536470711685',\n",
-       "   'longitude': '-73.90810083514367',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971421',\n",
-       "  'created_date': '2022-04-21T19:49:19.000',\n",
-       "  'closed_date': '2022-04-21T19:51:22.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1207 BEACH AVENUE',\n",
-       "  'street_name': 'BEACH AVENUE',\n",
-       "  'cross_street_1': 'GLEASON AVENUE',\n",
-       "  'cross_street_2': 'PELHAM LINE',\n",
-       "  'intersection_street_1': 'GLEASON AVENUE',\n",
-       "  'intersection_street_2': 'PELHAM LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BEACH AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:51:26.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037630001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021327',\n",
-       "  'y_coordinate_state_plane': '241829',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83036235589997',\n",
-       "  'longitude': '-73.86602154214397',\n",
-       "  'location': {'latitude': '40.83036235589997',\n",
-       "   'longitude': '-73.86602154214397',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968412',\n",
-       "  'created_date': '2022-04-21T19:49:27.000',\n",
-       "  'closed_date': '2022-04-21T22:56:58.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Animal-Abuse',\n",
-       "  'descriptor': 'Other (complaint details)',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11229',\n",
-       "  'incident_address': '4 DICTUM COURT',\n",
-       "  'street_name': 'DICTUM COURT',\n",
-       "  'cross_street_1': 'FLORENCE AVENUE',\n",
-       "  'cross_street_2': 'EVERETT AVENUE',\n",
-       "  'intersection_street_1': 'FLORENCE AVENUE',\n",
-       "  'intersection_street_2': 'EVERETT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'DICTUM COURT',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:57:02.000',\n",
-       "  'community_board': '15 BROOKLYN',\n",
-       "  'bbl': '3089250352',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1004746',\n",
-       "  'y_coordinate_state_plane': '154740',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.59137804025793',\n",
-       "  'longitude': '-73.9262023887836',\n",
-       "  'location': {'latitude': '40.59137804025793',\n",
-       "   'longitude': '-73.9262023887836',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973378',\n",
-       "  'created_date': '2022-04-21T19:49:27.000',\n",
-       "  'closed_date': '2022-04-21T20:14:22.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11419',\n",
-       "  'incident_address': '107-48 128 STREET',\n",
-       "  'street_name': '128 STREET',\n",
-       "  'cross_street_1': '107 AVENUE',\n",
-       "  'cross_street_2': '109 AVENUE',\n",
-       "  'intersection_street_1': '107 AVENUE',\n",
-       "  'intersection_street_2': '109 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH RICHMOND HILL',\n",
-       "  'landmark': '128 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:14:26.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4096070030',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1035381',\n",
-       "  'y_coordinate_state_plane': '189284',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.686069937747405',\n",
-       "  'longitude': '-73.81563688826675',\n",
-       "  'location': {'latitude': '40.686069937747405',\n",
-       "   'longitude': '-73.81563688826675',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967819',\n",
-       "  'created_date': '2022-04-21T19:49:29.000',\n",
-       "  'closed_date': '2022-04-21T20:22:47.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Traffic',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1072 COLGATE AVENUE',\n",
-       "  'street_name': 'COLGATE AVENUE',\n",
-       "  'cross_street_1': 'DEAD END',\n",
-       "  'cross_street_2': 'WATSON AVENUE',\n",
-       "  'intersection_street_1': 'DEAD END',\n",
-       "  'intersection_street_2': 'WATSON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'COLGATE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:22:51.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037110035',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1017120',\n",
-       "  'y_coordinate_state_plane': '239938',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.82518876449396',\n",
-       "  'longitude': '-73.88123286294812',\n",
-       "  'location': {'latitude': '40.82518876449396',\n",
-       "   'longitude': '-73.88123286294812',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968228',\n",
-       "  'created_date': '2022-04-21T19:49:30.000',\n",
-       "  'closed_date': '2022-04-23T19:02:02.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1988 NEWBOLD AVENUE',\n",
-       "  'street_name': 'NEWBOLD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037940034',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1023295',\n",
-       "  'y_coordinate_state_plane': '242559',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83235751279932',\n",
-       "  'longitude': '-73.85890589915455',\n",
-       "  'location': {'latitude': '40.83235751279932',\n",
-       "   'longitude': '-73.85890589915455',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973482',\n",
-       "  'created_date': '2022-04-21T19:49:30.000',\n",
-       "  'closed_date': '2022-04-21T20:41:37.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11104',\n",
-       "  'incident_address': '48-21 40 STREET',\n",
-       "  'street_name': '40 STREET',\n",
-       "  'cross_street_1': 'DON MCCALLIAN WAY',\n",
-       "  'cross_street_2': '50 AVENUE',\n",
-       "  'intersection_street_1': 'DON MCCALLIAN WAY',\n",
-       "  'intersection_street_2': '50 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SUNNYSIDE',\n",
-       "  'landmark': '40 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:41:42.000',\n",
-       "  'community_board': '02 QUEENS',\n",
-       "  'bbl': '4002020023',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004995',\n",
-       "  'y_coordinate_state_plane': '208637',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.73931266766753',\n",
-       "  'longitude': '-73.92514000030327',\n",
-       "  'location': {'latitude': '40.73931266766753',\n",
-       "   'longitude': '-73.92514000030327',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968027',\n",
-       "  'created_date': '2022-04-21T19:49:37.000',\n",
-       "  'closed_date': '2022-04-21T20:48:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11369',\n",
-       "  'incident_address': '32-42 92 STREET',\n",
-       "  'street_name': '92 STREET',\n",
-       "  'cross_street_1': '32 AVENUE',\n",
-       "  'cross_street_2': 'NORTHERN BOULEVARD',\n",
-       "  'intersection_street_1': '32 AVENUE',\n",
-       "  'intersection_street_2': 'NORTHERN BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'EAST ELMHURST',\n",
-       "  'landmark': '92 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint but officers were unable to gain entry into the premises.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:48:58.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'bbl': '4014210001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1018522',\n",
-       "  'y_coordinate_state_plane': '215353',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75770430428375',\n",
-       "  'longitude': '-73.87629256007793',\n",
-       "  'location': {'latitude': '40.75770430428375',\n",
-       "   'longitude': '-73.87629256007793',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967712',\n",
-       "  'created_date': '2022-04-21T19:50:00.000',\n",
-       "  'closed_date': '2022-04-22T09:25:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Sewer',\n",
-       "  'descriptor': 'Catch Basin Clogged/Flooding (Use Comments) (SC)',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '658 EAST  234 STREET',\n",
-       "  'street_name': 'EAST  234 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVE',\n",
-       "  'cross_street_2': 'WHITE PLAINS RD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection has investigated this complaint and found that debris was obstructing the catch basin.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:25:00.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2049940066',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1023392',\n",
-       "  'y_coordinate_state_plane': '265247',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89462869847119',\n",
-       "  'longitude': '-73.85842286989026',\n",
-       "  'location': {'latitude': '40.89462869847119',\n",
-       "   'longitude': '-73.85842286989026',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968796',\n",
-       "  'created_date': '2022-04-21T19:50:00.000',\n",
-       "  'closed_date': '2022-04-22T15:30:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '640 8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': 'W 41 ST',\n",
-       "  'cross_street_2': 'W 42 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:30:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986967',\n",
-       "  'y_coordinate_state_plane': '214950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75666417742652',\n",
-       "  'longitude': '-73.99019293432467',\n",
-       "  'location': {'latitude': '40.75666417742652',\n",
-       "   'longitude': '-73.99019293432467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971277',\n",
-       "  'created_date': '2022-04-21T19:50:00.000',\n",
-       "  'closed_date': '2022-04-22T11:45:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'Veh Signal Head',\n",
-       "  'incident_zip': '10314',\n",
-       "  'intersection_street_1': 'VICTORY BOULEVARD',\n",
-       "  'intersection_street_2': 'BRADLEY AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T11:45:00.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '947516',\n",
-       "  'y_coordinate_state_plane': '162432',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.61243857085869',\n",
-       "  'longitude': '-74.13230568908097',\n",
-       "  'location': {'latitude': '40.61243857085869',\n",
-       "   'longitude': '-74.13230568908097',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972136',\n",
-       "  'created_date': '2022-04-21T19:50:00.000',\n",
-       "  'closed_date': '2022-04-25T15:31:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Industrial Waste',\n",
-       "  'descriptor': 'OTHER INDUSTRIAL WASTE PROBLEM (USE COMMENTS) FOR DEP INTERNAL USE ONLY (IZ)',\n",
-       "  'incident_zip': '11206',\n",
-       "  'incident_address': '17 INGRAHAM STREET',\n",
-       "  'street_name': 'INGRAHAM STREET',\n",
-       "  'cross_street_1': 'BOGART ST',\n",
-       "  'cross_street_2': 'MORGAN AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection investigated this complaint and resolved the issue during a field inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T15:31:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3030750033',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1002829',\n",
-       "  'y_coordinate_state_plane': '196832',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.70691562523002',\n",
-       "  'longitude': '-73.93298877028236',\n",
-       "  'location': {'latitude': '40.70691562523002',\n",
-       "   'longitude': '-73.93298877028236',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972510',\n",
-       "  'created_date': '2022-04-21T19:50:18.000',\n",
-       "  'closed_date': '2022-04-21T20:17:43.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:18:02.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975794',\n",
-       "  'created_date': '2022-04-21T19:50:26.000',\n",
-       "  'closed_date': '2022-04-21T20:23:01.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:23:04.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968129',\n",
-       "  'created_date': '2022-04-21T19:50:37.000',\n",
-       "  'closed_date': '2022-04-21T22:56:26.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Music',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11237',\n",
-       "  'incident_address': '197 STOCKHOLM STREET',\n",
-       "  'street_name': 'STOCKHOLM STREET',\n",
-       "  'cross_street_1': 'WILSON AVENUE',\n",
-       "  'cross_street_2': 'KNICKERBOCKER AVENUE',\n",
-       "  'intersection_street_1': 'WILSON AVENUE',\n",
-       "  'intersection_street_2': 'KNICKERBOCKER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'STOCKHOLM STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:56:32.000',\n",
-       "  'community_board': '04 BROOKLYN',\n",
-       "  'bbl': '3032460037',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1005839',\n",
-       "  'y_coordinate_state_plane': '194378',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.7001731422613',\n",
-       "  'longitude': '-73.92214009506347',\n",
-       "  'location': {'latitude': '40.7001731422613',\n",
-       "   'longitude': '-73.92214009506347',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53984878',\n",
-       "  'created_date': '2022-04-21T19:51:06.000',\n",
-       "  'closed_date': '2022-04-21T19:51:06.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Elevator',\n",
-       "  'descriptor': 'Elevator - Multiple Devices On Property',\n",
-       "  'incident_zip': '11432',\n",
-       "  'incident_address': '164-30 HILLSIDE AVENUE',\n",
-       "  'street_name': 'HILLSIDE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4098140026',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1040301',\n",
-       "  'y_coordinate_state_plane': '197692',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.7091180891636',\n",
-       "  'longitude': '-73.7978269277805',\n",
-       "  'location': {'latitude': '40.7091180891636',\n",
-       "   'longitude': '-73.7978269277805',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974976',\n",
-       "  'created_date': '2022-04-21T19:51:11.000',\n",
-       "  'closed_date': '2022-04-21T20:10:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10023',\n",
-       "  'incident_address': '305 WEST END AVENUE',\n",
-       "  'street_name': 'WEST END AVENUE',\n",
-       "  'cross_street_1': 'WEST   74 STREET',\n",
-       "  'cross_street_2': 'WEST   75 STREET',\n",
-       "  'intersection_street_1': 'WEST   74 STREET',\n",
-       "  'intersection_street_2': 'WEST   75 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST END AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:10:56.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1011840077',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '988885',\n",
-       "  'y_coordinate_state_plane': '223997',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.78149504227131',\n",
-       "  'longitude': '-73.98326363607396',\n",
-       "  'location': {'latitude': '40.78149504227131',\n",
-       "   'longitude': '-73.98326363607396',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967928',\n",
-       "  'created_date': '2022-04-21T19:51:20.000',\n",
-       "  'closed_date': '2022-04-21T20:21:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11236',\n",
-       "  'incident_address': '9018 FLATLANDS AVENUE',\n",
-       "  'street_name': 'FLATLANDS AVENUE',\n",
-       "  'cross_street_1': 'REMSEN AVENUE',\n",
-       "  'cross_street_2': 'EAST   91 STREET',\n",
-       "  'intersection_street_1': 'REMSEN AVENUE',\n",
-       "  'intersection_street_2': 'EAST   91 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FLATLANDS AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:21:16.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3081980044',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1010407',\n",
-       "  'y_coordinate_state_plane': '172594',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64036864647243',\n",
-       "  'longitude': '-73.90575031843927',\n",
-       "  'location': {'latitude': '40.64036864647243',\n",
-       "   'longitude': '-73.90575031843927',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975114',\n",
-       "  'created_date': '2022-04-21T19:51:21.000',\n",
-       "  'closed_date': '2022-04-22T14:25:52.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10467',\n",
-       "  'incident_address': '665 BURKE AVENUE',\n",
-       "  'street_name': 'BURKE AVENUE',\n",
-       "  'cross_street_1': 'BARKER AVENUE',\n",
-       "  'cross_street_2': 'OLINVILLE AVENUE',\n",
-       "  'intersection_street_1': 'BARKER AVENUE',\n",
-       "  'intersection_street_2': 'OLINVILLE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BURKE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:25:55.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2045940048',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1020546',\n",
-       "  'y_coordinate_state_plane': '256809',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.87148121419083',\n",
-       "  'longitude': '-73.86876259870021',\n",
-       "  'location': {'latitude': '40.87148121419083',\n",
-       "   'longitude': '-73.86876259870021',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972521',\n",
-       "  'created_date': '2022-04-21T19:51:25.000',\n",
-       "  'closed_date': '2022-04-21T20:24:19.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:24:24.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969760',\n",
-       "  'created_date': '2022-04-21T19:51:42.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Driver Complaint - Non Passenger',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10128',\n",
-       "  'incident_address': '1811 1 AVENUE',\n",
-       "  'street_name': '1 AVENUE',\n",
-       "  'cross_street_1': 'EAST   93 STREET',\n",
-       "  'cross_street_2': 'EAST   94 STREET',\n",
-       "  'intersection_street_1': 'EAST   93 STREET',\n",
-       "  'intersection_street_2': 'EAST   94 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '1 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:50.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1015560023',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999373',\n",
-       "  'y_coordinate_state_plane': '224309',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'taxi_pick_up_location': '1811 1 AVENUE, MANHATTAN (NEW YORK), NY, 10128',\n",
-       "  'latitude': '40.78233967664446',\n",
-       "  'longitude': '-73.94539217752646',\n",
-       "  'location': {'latitude': '40.78233967664446',\n",
-       "   'longitude': '-73.94539217752646',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975775',\n",
-       "  'created_date': '2022-04-21T19:51:48.000',\n",
-       "  'closed_date': '2022-04-21T20:31:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:31:04.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974644',\n",
-       "  'created_date': '2022-04-21T19:52:08.000',\n",
-       "  'closed_date': '2022-04-21T20:31:59.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:32:02.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971369',\n",
-       "  'created_date': '2022-04-21T19:52:08.000',\n",
-       "  'closed_date': '2022-04-21T20:38:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11429',\n",
-       "  'incident_address': '112-06 221 STREET',\n",
-       "  'street_name': '221 STREET',\n",
-       "  'cross_street_1': '112 AVENUE',\n",
-       "  'cross_street_2': '112 ROAD',\n",
-       "  'intersection_street_1': '112 AVENUE',\n",
-       "  'intersection_street_2': '112 ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'QUEENS VILLAGE',\n",
-       "  'landmark': '221 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:38:34.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4112150088',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1057417',\n",
-       "  'y_coordinate_state_plane': '196328',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.7052492659075',\n",
-       "  'longitude': '-73.73610554807787',\n",
-       "  'location': {'latitude': '40.7052492659075',\n",
-       "   'longitude': '-73.73610554807787',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974802',\n",
-       "  'created_date': '2022-04-21T19:52:12.000',\n",
-       "  'closed_date': '2022-04-23T12:36:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10024',\n",
-       "  'incident_address': '2380 BROADWAY',\n",
-       "  'street_name': 'BROADWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1012350042',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '990934',\n",
-       "  'y_coordinate_state_plane': '226750',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.78904998064857',\n",
-       "  'longitude': '-73.97586223274646',\n",
-       "  'location': {'latitude': '40.78904998064857',\n",
-       "   'longitude': '-73.97586223274646',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968269',\n",
-       "  'created_date': '2022-04-21T19:52:17.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'BATHTUB/SHOWER',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10460',\n",
-       "  'incident_address': '870 EAST  175 STREET',\n",
-       "  'street_name': 'EAST  175 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'bbl': '2029570034',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1015075',\n",
-       "  'y_coordinate_state_plane': '245340',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.8400230617786',\n",
-       "  'longitude': '-73.88859710351839',\n",
-       "  'location': {'latitude': '40.8400230617786',\n",
-       "   'longitude': '-73.88859710351839',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973616',\n",
-       "  'created_date': '2022-04-21T19:52:32.000',\n",
-       "  'closed_date': '2022-04-21T20:31:39.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:31:43.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969816',\n",
-       "  'created_date': '2022-04-21T19:52:36.000',\n",
-       "  'closed_date': '2022-04-22T09:57:36.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Illegal Dumping',\n",
-       "  'descriptor': 'Removal Request',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '10312',\n",
-       "  'incident_address': '1951 ARTHUR KILL ROAD',\n",
-       "  'street_name': 'ARTHUR KILL ROAD',\n",
-       "  'cross_street_1': 'LEONARD INGRASSIA III PLACE',\n",
-       "  'cross_street_2': 'HUGUENOT AVENUE',\n",
-       "  'intersection_street_1': 'LEONARD INGRASSIA III PLACE',\n",
-       "  'intersection_street_2': 'HUGUENOT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'ARTHUR KILL ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation cleaned the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T06:16:39.000',\n",
-       "  'community_board': '03 STATEN ISLAND',\n",
-       "  'bbl': '5061690037',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '927988',\n",
-       "  'y_coordinate_state_plane': '141884',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.55593606616953',\n",
-       "  'longitude': '-74.20246886730058',\n",
-       "  'location': {'latitude': '40.55593606616953',\n",
-       "   'longitude': '-74.20246886730058',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968795',\n",
-       "  'created_date': '2022-04-21T19:53:00.000',\n",
-       "  'closed_date': '2022-04-22T15:30:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '640 8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': 'W 41 ST',\n",
-       "  'cross_street_2': 'W 42 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:30:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986967',\n",
-       "  'y_coordinate_state_plane': '214950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75666417742652',\n",
-       "  'longitude': '-73.99019293432467',\n",
-       "  'location': {'latitude': '40.75666417742652',\n",
-       "   'longitude': '-73.99019293432467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972126',\n",
-       "  'created_date': '2022-04-21T19:53:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Excessive Water In Basement (WEFB)',\n",
-       "  'incident_zip': '10469',\n",
-       "  'incident_address': '2853 GUNTHER AVENUE',\n",
-       "  'street_name': 'GUNTHER AVENUE',\n",
-       "  'cross_street_1': 'BARTOW AVE',\n",
-       "  'cross_street_2': 'ARNOW AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Started',\n",
-       "  'resolution_description': 'The Department of Environmental Protection has inspected your complaint and determined that further investigation is required. More information will be available once the condition is resolved. Please visit nyc.gov/311 or call 311 at a later time to check the status of your complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:25:00.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2047920008',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1029111',\n",
-       "  'y_coordinate_state_plane': '255529',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86792863572653',\n",
-       "  'longitude': '-73.83780230075152',\n",
-       "  'location': {'latitude': '40.86792863572653',\n",
-       "   'longitude': '-73.83780230075152',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974349',\n",
-       "  'created_date': '2022-04-21T19:53:00.000',\n",
-       "  'closed_date': '2022-04-22T09:10:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Leak (Use Comments) (WA2)',\n",
-       "  'incident_zip': '10314',\n",
-       "  'incident_address': '460 BRIELLE AVENUE',\n",
-       "  'street_name': 'BRIELLE AVENUE',\n",
-       "  'cross_street_1': 'SELMOFF LN',\n",
-       "  'cross_street_2': 'SELMOFF LN',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection resolved this complaint by speaking to the complainant on the phone.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:10:00.000',\n",
-       "  'community_board': '02 STATEN ISLAND',\n",
-       "  'bbl': '5009550100',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '946636',\n",
-       "  'y_coordinate_state_plane': '155642',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.59379773284344',\n",
-       "  'longitude': '-74.13543738839154',\n",
-       "  'location': {'latitude': '40.59379773284344',\n",
-       "   'longitude': '-74.13543738839154',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974653',\n",
-       "  'created_date': '2022-04-21T19:53:10.000',\n",
-       "  'closed_date': '2022-04-21T20:32:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:32:12.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970575',\n",
-       "  'created_date': '2022-04-21T19:53:36.000',\n",
-       "  'closed_date': '2022-04-21T21:30:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10021',\n",
-       "  'incident_address': '1357 1 AVENUE',\n",
-       "  'street_name': '1 AVENUE',\n",
-       "  'cross_street_1': 'EAST   72 STREET',\n",
-       "  'cross_street_2': 'EAST   73 STREET',\n",
-       "  'intersection_street_1': 'EAST   72 STREET',\n",
-       "  'intersection_street_2': 'EAST   73 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '1 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:30:59.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1014470030',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '996539',\n",
-       "  'y_coordinate_state_plane': '219199',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.768318464962825',\n",
-       "  'longitude': '-73.95563484545515',\n",
-       "  'location': {'latitude': '40.768318464962825',\n",
-       "   'longitude': '-73.95563484545515',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974658',\n",
-       "  'created_date': '2022-04-21T19:53:38.000',\n",
-       "  'closed_date': '2022-04-21T20:28:01.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:28:04.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969145',\n",
-       "  'created_date': '2022-04-21T19:53:43.000',\n",
-       "  'closed_date': '2022-04-21T20:25:55.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:25:59.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973346',\n",
-       "  'created_date': '2022-04-21T19:53:52.000',\n",
-       "  'closed_date': '2022-04-21T20:47:35.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10468',\n",
-       "  'incident_address': '2101 CEDAR AVENUE',\n",
-       "  'street_name': 'CEDAR AVENUE',\n",
-       "  'cross_street_1': 'MAJOR DEEGAN EXPWY ET    8 NB',\n",
-       "  'cross_street_2': 'WEST  182 STREET',\n",
-       "  'intersection_street_1': 'MAJOR DEEGAN EXPWY ET    8 NB',\n",
-       "  'intersection_street_2': 'WEST  182 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'CEDAR AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:47:39.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2032330090',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1008910',\n",
-       "  'y_coordinate_state_plane': '253507',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.862458411435696',\n",
-       "  'longitude': '-73.91084762562116',\n",
-       "  'location': {'latitude': '40.862458411435696',\n",
-       "   'longitude': '-73.91084762562116',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53983282',\n",
-       "  'created_date': '2022-04-21T19:54:11.000',\n",
-       "  'closed_date': '2022-04-24T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Electrical',\n",
-       "  'descriptor': 'Electrical Wiring Defective/Exposed',\n",
-       "  'incident_zip': '11354',\n",
-       "  'incident_address': '135-45 ROOSEVELT AVENUE',\n",
-       "  'street_name': 'ROOSEVELT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'status': 'Assigned',\n",
-       "  'resolution_description': 'The Department of Buildings attempted to investigate this complaint but could not gain access to the location. Please schedule an appointment for a follow up inspection by contacting the appropriate unit at Department of Buildings. You can find contact information at https://www1.nyc.gov/site/buildings/about/contact-us.page.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4049760001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1031043',\n",
-       "  'y_coordinate_state_plane': '215935',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75924434275864',\n",
-       "  'longitude': '-73.83109308653952',\n",
-       "  'location': {'latitude': '40.75924434275864',\n",
-       "   'longitude': '-73.83109308653952',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53982000',\n",
-       "  'created_date': '2022-04-21T19:54:12.000',\n",
-       "  'closed_date': '2022-04-22T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Real Time Enforcement',\n",
-       "  'descriptor': 'Work Without A Permit - Occupied Multiple Dwelling',\n",
-       "  'incident_zip': '10065',\n",
-       "  'incident_address': '1274 FIRST AVENUE',\n",
-       "  'street_name': 'FIRST AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Buildings attempted to investigate this complaint twice but could not gain access to the location. If the problem still exists, please call 311 and file a new complaint with additional access information. If you are outside of New York City, please call (212) NEW-YORK (212-639-9675).',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1014630048',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '995987',\n",
-       "  'y_coordinate_state_plane': '218191',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.765552516582495',\n",
-       "  'longitude': '-73.95762940908126',\n",
-       "  'location': {'latitude': '40.765552516582495',\n",
-       "   'longitude': '-73.95762940908126',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971170',\n",
-       "  'created_date': '2022-04-21T19:54:32.000',\n",
-       "  'closed_date': '2022-04-21T20:32:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Double Parked Blocking Vehicle',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10032',\n",
-       "  'incident_address': '601 WEST  173 STREET',\n",
-       "  'street_name': 'WEST  173 STREET',\n",
-       "  'cross_street_1': 'ST NICHOLAS AVENUE',\n",
-       "  'cross_street_2': 'WADSWORTH AVENUE',\n",
-       "  'intersection_street_1': 'ST NICHOLAS AVENUE',\n",
-       "  'intersection_street_2': 'WADSWORTH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  173 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:32:17.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021430020',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001489',\n",
-       "  'y_coordinate_state_plane': '246856',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.84422101049836',\n",
-       "  'longitude': '-73.93769358084928',\n",
-       "  'location': {'latitude': '40.84422101049836',\n",
-       "   'longitude': '-73.93769358084928',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974657',\n",
-       "  'created_date': '2022-04-21T19:54:33.000',\n",
-       "  'closed_date': '2022-04-21T20:23:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:23:16.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975499',\n",
-       "  'created_date': '2022-04-21T19:54:33.000',\n",
-       "  'closed_date': '2022-04-21T20:07:08.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '21-61 STEINWAY STREET',\n",
-       "  'street_name': 'STEINWAY STREET',\n",
-       "  'cross_street_1': '21 AVENUE',\n",
-       "  'cross_street_2': 'DITMARS BOULEVARD',\n",
-       "  'intersection_street_1': '21 AVENUE',\n",
-       "  'intersection_street_2': 'DITMARS BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': 'STEINWAY STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:07:11.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4007970008',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1010532',\n",
-       "  'y_coordinate_state_plane': '221141',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.77361821888064',\n",
-       "  'longitude': '-73.90511042680728',\n",
-       "  'location': {'latitude': '40.77361821888064',\n",
-       "   'longitude': '-73.90511042680728',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968047',\n",
-       "  'created_date': '2022-04-21T19:54:45.000',\n",
-       "  'closed_date': '2022-04-21T20:24:35.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:24:39.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971869',\n",
-       "  'created_date': '2022-04-21T19:54:45.000',\n",
-       "  'closed_date': '2022-04-22T01:29:58.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10456',\n",
-       "  'incident_address': '1195 CLAY AVENUE',\n",
-       "  'street_name': 'CLAY AVENUE',\n",
-       "  'cross_street_1': 'EAST  167 STREET',\n",
-       "  'cross_street_2': 'EAST  168 STREET',\n",
-       "  'intersection_street_1': 'EAST  167 STREET',\n",
-       "  'intersection_street_2': 'EAST  168 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'CLAY AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T01:30:03.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2024300030',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1009117',\n",
-       "  'y_coordinate_state_plane': '242882',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83329535435727',\n",
-       "  'longitude': '-73.9101386717751',\n",
-       "  'location': {'latitude': '40.83329535435727',\n",
-       "   'longitude': '-73.9101386717751',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971164',\n",
-       "  'created_date': '2022-04-21T19:54:49.000',\n",
-       "  'closed_date': '2022-04-21T20:39:16.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '1697 PARK AVENUE',\n",
-       "  'street_name': 'PARK AVENUE',\n",
-       "  'cross_street_1': 'EAST  119 STREET',\n",
-       "  'cross_street_2': 'EAST  120 STREET',\n",
-       "  'intersection_street_1': 'EAST  119 STREET',\n",
-       "  'intersection_street_2': 'EAST  120 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'PARK AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:19.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1017680001',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000381',\n",
-       "  'y_coordinate_state_plane': '231227',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.8013259355617',\n",
-       "  'longitude': '-73.94173576391604',\n",
-       "  'location': {'latitude': '40.8013259355617',\n",
-       "   'longitude': '-73.94173576391604',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973597',\n",
-       "  'created_date': '2022-04-21T19:55:19.000',\n",
-       "  'closed_date': '2022-04-21T20:25:45.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:25:49.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971545',\n",
-       "  'created_date': '2022-04-21T19:55:20.000',\n",
-       "  'closed_date': '2022-04-24T14:42:20.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11106',\n",
-       "  'incident_address': '35-48 35 STREET',\n",
-       "  'street_name': '35 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4006380043',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004772',\n",
-       "  'y_coordinate_state_plane': '214670',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.755872250415905',\n",
-       "  'longitude': '-73.92592630378624',\n",
-       "  'location': {'latitude': '40.755872250415905',\n",
-       "   'longitude': '-73.92592630378624',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968320',\n",
-       "  'created_date': '2022-04-21T19:55:22.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'HEAVY FLOW',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10460',\n",
-       "  'incident_address': '870 EAST  175 STREET',\n",
-       "  'street_name': 'EAST  175 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'bbl': '2029570034',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1015075',\n",
-       "  'y_coordinate_state_plane': '245340',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.8400230617786',\n",
-       "  'longitude': '-73.88859710351839',\n",
-       "  'location': {'latitude': '40.8400230617786',\n",
-       "   'longitude': '-73.88859710351839',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974634',\n",
-       "  'created_date': '2022-04-21T19:55:51.000',\n",
-       "  'closed_date': '2022-04-21T20:18:15.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:18:39.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973613',\n",
-       "  'created_date': '2022-04-21T19:55:55.000',\n",
-       "  'closed_date': '2022-04-21T20:24:46.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:24:49.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968951',\n",
-       "  'created_date': '2022-04-21T19:56:03.000',\n",
-       "  'closed_date': '2022-04-21T20:39:30.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '1697 PARK AVENUE',\n",
-       "  'street_name': 'PARK AVENUE',\n",
-       "  'cross_street_1': 'EAST  119 STREET',\n",
-       "  'cross_street_2': 'EAST  120 STREET',\n",
-       "  'intersection_street_1': 'EAST  119 STREET',\n",
-       "  'intersection_street_2': 'EAST  120 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'PARK AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:32.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1017680001',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1000381',\n",
-       "  'y_coordinate_state_plane': '231227',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.8013259355617',\n",
-       "  'longitude': '-73.94173576391604',\n",
-       "  'location': {'latitude': '40.8013259355617',\n",
-       "   'longitude': '-73.94173576391604',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975045',\n",
-       "  'created_date': '2022-04-21T19:56:27.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Root/Sewer/Sidewalk Condition',\n",
-       "  'descriptor': 'Trees and Sidewalks Program',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11365',\n",
-       "  'incident_address': '196-15 48 AVENUE',\n",
-       "  'street_name': '48 AVENUE',\n",
-       "  'cross_street_1': '196 STREET',\n",
-       "  'cross_street_2': '196 PLACE',\n",
-       "  'intersection_street_1': '196 STREET',\n",
-       "  'intersection_street_2': '196 PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': '48 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '11 QUEENS',\n",
-       "  'bbl': '4056150065',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1044154',\n",
-       "  'y_coordinate_state_plane': '212891',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75081025153979',\n",
-       "  'longitude': '-73.78379409925392',\n",
-       "  'location': {'latitude': '40.75081025153979',\n",
-       "   'longitude': '-73.78379409925392',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974479',\n",
-       "  'created_date': '2022-04-21T19:56:48.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Graffiti',\n",
-       "  'descriptor': 'Graffiti',\n",
-       "  'location_type': 'Comercial',\n",
-       "  'incident_zip': '10459',\n",
-       "  'incident_address': '1274 WESTCHESTER AVENUE',\n",
-       "  'street_name': 'WESTCHESTER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'due_date': '2022-05-21T19:56:48.000',\n",
-       "  'resolution_description': 'The graffiti on this property has been scheduled to be removed by the City.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T19:56:48.000',\n",
-       "  'community_board': '02 BRONX',\n",
-       "  'bbl': '2027570089',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1015489',\n",
-       "  'y_coordinate_state_plane': '240642',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.82712696141099',\n",
-       "  'longitude': '-73.8871227698114',\n",
-       "  'location': {'latitude': '40.82712696141099',\n",
-       "   'longitude': '-73.8871227698114',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968122',\n",
-       "  'created_date': '2022-04-21T19:56:51.000',\n",
-       "  'closed_date': '2022-04-21T20:06:53.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1207 BEACH AVENUE',\n",
-       "  'street_name': 'BEACH AVENUE',\n",
-       "  'cross_street_1': 'GLEASON AVENUE',\n",
-       "  'cross_street_2': 'PELHAM LINE',\n",
-       "  'intersection_street_1': 'GLEASON AVENUE',\n",
-       "  'intersection_street_2': 'PELHAM LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BEACH AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:06:56.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037630001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021327',\n",
-       "  'y_coordinate_state_plane': '241829',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83036235589997',\n",
-       "  'longitude': '-73.86602154214397',\n",
-       "  'location': {'latitude': '40.83036235589997',\n",
-       "   'longitude': '-73.86602154214397',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974633',\n",
-       "  'created_date': '2022-04-21T19:56:54.000',\n",
-       "  'closed_date': '2022-04-21T20:26:11.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:26:14.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969122',\n",
-       "  'created_date': '2022-04-21T19:56:58.000',\n",
-       "  'closed_date': '2022-04-21T20:24:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:24:59.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973885',\n",
-       "  'created_date': '2022-04-21T19:57:03.000',\n",
-       "  'closed_date': '2022-04-21T22:43:17.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10016',\n",
-       "  'incident_address': '76 PARK AVENUE',\n",
-       "  'street_name': 'PARK AVENUE',\n",
-       "  'cross_street_1': 'EAST   38 STREET',\n",
-       "  'cross_street_2': 'EAST   39 STREET',\n",
-       "  'intersection_street_1': 'EAST   38 STREET',\n",
-       "  'intersection_street_2': 'EAST   39 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'PARK AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:43:21.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'bbl': '1008687502',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989995',\n",
-       "  'y_coordinate_state_plane': '212503',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.74994633426979',\n",
-       "  'longitude': '-73.97926539893442',\n",
-       "  'location': {'latitude': '40.74994633426979',\n",
-       "   'longitude': '-73.97926539893442',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975792',\n",
-       "  'created_date': '2022-04-21T19:57:17.000',\n",
-       "  'closed_date': '2022-04-21T20:25:05.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:25:09.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972863',\n",
-       "  'created_date': '2022-04-21T19:57:24.000',\n",
-       "  'closed_date': '2022-04-21T21:49:25.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '171-06 76 AVENUE',\n",
-       "  'street_name': '76 AVENUE',\n",
-       "  'cross_street_1': '171 STREET',\n",
-       "  'cross_street_2': '172 STREET',\n",
-       "  'intersection_street_1': '171 STREET',\n",
-       "  'intersection_street_2': '172 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': '76 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:49:30.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4070010002',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1040222',\n",
-       "  'y_coordinate_state_plane': '204022',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.726492873376635',\n",
-       "  'longitude': '-73.7980592404779',\n",
-       "  'location': {'latitude': '40.726492873376635',\n",
-       "   'longitude': '-73.7980592404779',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971968',\n",
-       "  'created_date': '2022-04-21T19:57:39.000',\n",
-       "  'agency': 'TLC',\n",
-       "  'agency_name': 'Taxi and Limousine Commission',\n",
-       "  'complaint_type': 'For Hire Vehicle Complaint',\n",
-       "  'descriptor': 'Driver Complaint - Non Passenger',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10016',\n",
-       "  'incident_address': '76 PARK AVENUE',\n",
-       "  'street_name': 'PARK AVENUE',\n",
-       "  'cross_street_1': 'EAST   38 STREET',\n",
-       "  'cross_street_2': 'EAST   39 STREET',\n",
-       "  'intersection_street_1': 'EAST   38 STREET',\n",
-       "  'intersection_street_2': 'EAST   39 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'PARK AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Taxi and Limousine Commission (TLC) has received your complaint. Within 30 days, the TLC representative who will be handling your case will contact you.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:46:51.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'bbl': '1008687502',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989995',\n",
-       "  'y_coordinate_state_plane': '212503',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'taxi_pick_up_location': '76 PARK AVENUE, MANHATTAN (NEW YORK), NY, 10016',\n",
-       "  'latitude': '40.74994633426979',\n",
-       "  'longitude': '-73.97926539893442',\n",
-       "  'location': {'latitude': '40.74994633426979',\n",
-       "   'longitude': '-73.97926539893442',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972495',\n",
-       "  'created_date': '2022-04-21T19:58:01.000',\n",
-       "  'closed_date': '2022-04-21T20:35:25.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11691',\n",
-       "  'incident_address': '20-39 SEAGIRT BOULEVARD',\n",
-       "  'street_name': 'SEAGIRT BOULEVARD',\n",
-       "  'cross_street_1': 'BEACH   20 STREET',\n",
-       "  'cross_street_2': 'CREST ROAD',\n",
-       "  'intersection_street_1': 'BEACH   20 STREET',\n",
-       "  'intersection_street_2': 'CREST ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FAR ROCKAWAY',\n",
-       "  'landmark': 'SEAGIRT BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:35:29.000',\n",
-       "  'community_board': '14 QUEENS',\n",
-       "  'bbl': '4158100071',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1052092',\n",
-       "  'y_coordinate_state_plane': '156214',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.59518792291585',\n",
-       "  'longitude': '-73.75571481763815',\n",
-       "  'location': {'latitude': '40.59518792291585',\n",
-       "   'longitude': '-73.75571481763815',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974632',\n",
-       "  'created_date': '2022-04-21T19:58:05.000',\n",
-       "  'closed_date': '2022-04-21T20:26:03.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:26:06.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969388',\n",
-       "  'created_date': '2022-04-21T19:58:15.000',\n",
-       "  'closed_date': '2022-04-24T12:14:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'MOLD',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11414',\n",
-       "  'incident_address': '149-05 88 STREET',\n",
-       "  'street_name': '88 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'HOWARD BEACH',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4114200051',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1026596',\n",
-       "  'y_coordinate_state_plane': '183295',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.669677901567624',\n",
-       "  'longitude': '-73.84735053438278',\n",
-       "  'location': {'latitude': '40.669677901567624',\n",
-       "   'longitude': '-73.84735053438278',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972806',\n",
-       "  'created_date': '2022-04-21T19:58:20.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'SLOW LEAK',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10460',\n",
-       "  'incident_address': '870 EAST  175 STREET',\n",
-       "  'street_name': 'EAST  175 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '06 BRONX',\n",
-       "  'bbl': '2029570034',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1015075',\n",
-       "  'y_coordinate_state_plane': '245340',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.8400230617786',\n",
-       "  'longitude': '-73.88859710351839',\n",
-       "  'location': {'latitude': '40.8400230617786',\n",
-       "   'longitude': '-73.88859710351839',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973498',\n",
-       "  'created_date': '2022-04-21T19:58:26.000',\n",
-       "  'closed_date': '2022-04-21T20:07:16.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11421',\n",
-       "  'incident_address': '86-19 88 AVENUE',\n",
-       "  'street_name': '88 AVENUE',\n",
-       "  'cross_street_1': '86 STREET',\n",
-       "  'cross_street_2': '87 STREET',\n",
-       "  'intersection_street_1': '86 STREET',\n",
-       "  'intersection_street_2': '87 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'WOODHAVEN',\n",
-       "  'landmark': '88 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:07:19.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'bbl': '4089230032',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1023830',\n",
-       "  'y_coordinate_state_plane': '191019',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69089129882681',\n",
-       "  'longitude': '-73.85727606635642',\n",
-       "  'location': {'latitude': '40.69089129882681',\n",
-       "   'longitude': '-73.85727606635642',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970429',\n",
-       "  'created_date': '2022-04-21T19:58:27.000',\n",
-       "  'closed_date': '2022-04-22T10:04:02.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '1801 DORCHESTER ROAD',\n",
-       "  'street_name': 'DORCHESTER ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3051610033',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995002',\n",
-       "  'y_coordinate_state_plane': '172664',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64059287917061',\n",
-       "  'longitude': '-73.9612579493439',\n",
-       "  'location': {'latitude': '40.64059287917061',\n",
-       "   'longitude': '-73.9612579493439',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969481',\n",
-       "  'created_date': '2022-04-21T19:58:28.000',\n",
-       "  'closed_date': '2022-04-21T21:48:50.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11366',\n",
-       "  'incident_address': '76-08 172 STREET',\n",
-       "  'street_name': '172 STREET',\n",
-       "  'cross_street_1': '76 AVENUE',\n",
-       "  'cross_street_2': 'UNION TURNPIKE',\n",
-       "  'intersection_street_1': '76 AVENUE',\n",
-       "  'intersection_street_2': 'UNION TURNPIKE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FRESH MEADOWS',\n",
-       "  'landmark': '172 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:48:55.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4070010010',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1040438',\n",
-       "  'y_coordinate_state_plane': '203917',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72620330529574',\n",
-       "  'longitude': '-73.79728081593504',\n",
-       "  'location': {'latitude': '40.72620330529574',\n",
-       "   'longitude': '-73.79728081593504',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971373',\n",
-       "  'created_date': '2022-04-21T19:58:30.000',\n",
-       "  'closed_date': '2022-04-21T20:25:25.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:25:27.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973609',\n",
-       "  'created_date': '2022-04-21T19:58:40.000',\n",
-       "  'closed_date': '2022-04-21T20:25:36.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:25:39.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970450',\n",
-       "  'created_date': '2022-04-21T19:58:47.000',\n",
-       "  'closed_date': '2022-04-22T17:12:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10458',\n",
-       "  'incident_address': '2364 TIEBOUT AVENUE',\n",
-       "  'street_name': 'TIEBOUT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2030220001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012945',\n",
-       "  'y_coordinate_state_plane': '252098',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.858578939552075',\n",
-       "  'longitude': '-73.89626608620235',\n",
-       "  'location': {'latitude': '40.858578939552075',\n",
-       "   'longitude': '-73.89626608620235',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968322',\n",
-       "  'created_date': '2022-04-21T19:58:55.000',\n",
-       "  'closed_date': '2022-04-24T12:14:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'WATER LEAK',\n",
-       "  'descriptor': 'HEAVY FLOW',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11414',\n",
-       "  'incident_address': '149-05 88 STREET',\n",
-       "  'street_name': '88 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'HOWARD BEACH',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. No violations were issued. The complaint has been closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4114200051',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1026596',\n",
-       "  'y_coordinate_state_plane': '183295',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.669677901567624',\n",
-       "  'longitude': '-73.84735053438278',\n",
-       "  'location': {'latitude': '40.669677901567624',\n",
-       "   'longitude': '-73.84735053438278',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967776',\n",
-       "  'created_date': '2022-04-21T19:58:59.000',\n",
-       "  'closed_date': '2022-04-21T20:37:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '257 WEST  117 STREET',\n",
-       "  'street_name': 'WEST  117 STREET',\n",
-       "  'cross_street_1': 'ST NICHOLAS AVENUE',\n",
-       "  'cross_street_2': 'FREDERICK DOUGLASS BOULEVARD',\n",
-       "  'intersection_street_1': 'ST NICHOLAS AVENUE',\n",
-       "  'intersection_street_2': 'FREDERICK DOUGLASS BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  117 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:37:22.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1019237501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997032',\n",
-       "  'y_coordinate_state_plane': '232442',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80466625607931',\n",
-       "  'longitude': '-73.95382984200852',\n",
-       "  'location': {'latitude': '40.80466625607931',\n",
-       "   'longitude': '-73.95382984200852',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969905',\n",
-       "  'created_date': '2022-04-21T19:59:00.000',\n",
-       "  'closed_date': '2022-04-22T15:31:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '640 8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': 'W 41 ST',\n",
-       "  'cross_street_2': 'W 42 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:31:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986967',\n",
-       "  'y_coordinate_state_plane': '214950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75666417742652',\n",
-       "  'longitude': '-73.99019293432467',\n",
-       "  'location': {'latitude': '40.75666417742652',\n",
-       "   'longitude': '-73.99019293432467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972906',\n",
-       "  'created_date': '2022-04-21T19:59:12.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Damaged Tree',\n",
-       "  'descriptor': 'Tree Alive - in Poor Condition',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11236',\n",
-       "  'incident_address': '664 EAST   88 STREET',\n",
-       "  'street_name': 'EAST   88 STREET',\n",
-       "  'cross_street_1': 'BAY VIEW PLACE',\n",
-       "  'cross_street_2': 'GLENWOOD ROAD',\n",
-       "  'intersection_street_1': 'BAY VIEW PLACE',\n",
-       "  'intersection_street_2': 'GLENWOOD ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   88 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3079920061',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1009331',\n",
-       "  'y_coordinate_state_plane': '172901',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64121440756024',\n",
-       "  'longitude': '-73.90962624962737',\n",
-       "  'location': {'latitude': '40.64121440756024',\n",
-       "   'longitude': '-73.90962624962737',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973425',\n",
-       "  'created_date': '2022-04-21T19:59:12.000',\n",
-       "  'closed_date': '2022-04-21T20:36:33.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '1480 5 AVENUE',\n",
-       "  'street_name': '5 AVENUE',\n",
-       "  'cross_street_1': 'EAST  119 STREET',\n",
-       "  'cross_street_2': 'EAST  120 STREET',\n",
-       "  'intersection_street_1': 'EAST  119 STREET',\n",
-       "  'intersection_street_2': 'EAST  120 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '5 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:36:37.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1017180033',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999487',\n",
-       "  'y_coordinate_state_plane': '231740',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80273556663105',\n",
-       "  'longitude': '-73.94496367499978',\n",
-       "  'location': {'latitude': '40.80273556663105',\n",
-       "   'longitude': '-73.94496367499978',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973612',\n",
-       "  'created_date': '2022-04-21T19:59:12.000',\n",
-       "  'closed_date': '2022-04-21T20:32:19.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:32:22.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973391',\n",
-       "  'created_date': '2022-04-21T19:59:55.000',\n",
-       "  'closed_date': '2022-04-21T20:37:01.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10471',\n",
-       "  'incident_address': '240 WEST  259 STREET',\n",
-       "  'street_name': 'WEST  259 STREET',\n",
-       "  'cross_street_1': 'POST ROAD',\n",
-       "  'cross_street_2': 'HUXLEY AVENUE',\n",
-       "  'intersection_street_1': 'POST ROAD',\n",
-       "  'intersection_street_2': 'HUXLEY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WEST  259 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:37:04.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '2058570345',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012395',\n",
-       "  'y_coordinate_state_plane': '269521',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.90640137852391',\n",
-       "  'longitude': '-73.89818115214342',\n",
-       "  'location': {'latitude': '40.90640137852391',\n",
-       "   'longitude': '-73.89818115214342',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971363',\n",
-       "  'created_date': '2022-04-21T20:00:02.000',\n",
-       "  'closed_date': '2022-04-21T20:31:48.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:31:52.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970242',\n",
-       "  'created_date': '2022-04-21T20:00:06.000',\n",
-       "  'closed_date': '2022-04-21T20:32:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:32:34.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975785',\n",
-       "  'created_date': '2022-04-21T20:00:18.000',\n",
-       "  'closed_date': '2022-04-21T20:30:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:30:27.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53978875',\n",
-       "  'created_date': '2022-04-21T20:00:34.000',\n",
-       "  'closed_date': '2022-04-21T20:00:34.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'General Construction/Plumbing',\n",
-       "  'descriptor': 'Building - Vacant, Open And Unguarded',\n",
-       "  'incident_zip': '11212',\n",
-       "  'incident_address': '102 GRAFTON STREET',\n",
-       "  'street_name': 'GRAFTON STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '16 BROOKLYN',\n",
-       "  'bbl': '3035340028',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1006866',\n",
-       "  'y_coordinate_state_plane': '181797',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66563861323955',\n",
-       "  'longitude': '-73.91847848666617',\n",
-       "  'location': {'latitude': '40.66563861323955',\n",
-       "   'longitude': '-73.91847848666617',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971354',\n",
-       "  'created_date': '2022-04-21T20:01:15.000',\n",
-       "  'closed_date': '2022-04-21T20:56:25.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10009',\n",
-       "  'incident_address': '643 EAST   13 STREET',\n",
-       "  'street_name': 'EAST   13 STREET',\n",
-       "  'cross_street_1': 'AVENUE B',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'intersection_street_1': 'AVENUE B',\n",
-       "  'intersection_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST   13 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:56:29.000',\n",
-       "  'community_board': '03 MANHATTAN',\n",
-       "  'bbl': '1003960010',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '990688',\n",
-       "  'y_coordinate_state_plane': '204512',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.72801254479539',\n",
-       "  'longitude': '-73.97677190164211',\n",
-       "  'location': {'latitude': '40.72801254479539',\n",
-       "   'longitude': '-73.97677190164211',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973611',\n",
-       "  'created_date': '2022-04-21T20:01:25.000',\n",
-       "  'closed_date': '2022-04-21T20:25:16.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:25:19.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970260',\n",
-       "  'created_date': '2022-04-21T20:01:25.000',\n",
-       "  'closed_date': '2022-04-21T20:30:13.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:30:18.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972507',\n",
-       "  'created_date': '2022-04-21T20:01:42.000',\n",
-       "  'closed_date': '2022-04-21T20:30:03.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:30:09.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971520',\n",
-       "  'created_date': '2022-04-21T20:01:51.000',\n",
-       "  'closed_date': '2022-04-23T15:31:27.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10467',\n",
-       "  'incident_address': '2572 WALLACE AVENUE',\n",
-       "  'street_name': 'WALLACE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water and was advised by a tenant in the building that heat and hot water had been restored. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2044390076',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1021733',\n",
-       "  'y_coordinate_state_plane': '254230',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86439769230839',\n",
-       "  'longitude': '-73.86448513165125',\n",
-       "  'location': {'latitude': '40.86439769230839',\n",
-       "   'longitude': '-73.86448513165125',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972627',\n",
-       "  'created_date': '2022-04-21T20:01:53.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'GENERAL',\n",
-       "  'descriptor': 'VENTILATION SYSTEM',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10301',\n",
-       "  'incident_address': '67 ARNOLD STREET',\n",
-       "  'street_name': 'ARNOLD STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 816 - 2340 (STATEN ISLAND).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5000840112',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '959093',\n",
-       "  'y_coordinate_state_plane': '171946',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.63859292280598',\n",
-       "  'longitude': '-74.09064403829194',\n",
-       "  'location': {'latitude': '40.63859292280598',\n",
-       "   'longitude': '-74.09064403829194',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972771',\n",
-       "  'created_date': '2022-04-21T20:01:53.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'UNSANITARY CONDITION',\n",
-       "  'descriptor': 'MOLD',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10301',\n",
-       "  'incident_address': '67 ARNOLD STREET',\n",
-       "  'street_name': 'ARNOLD STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to inspect the conditions. If the conditions still exist and an inspection is required, please contact the borough office with your complaint number at 718 816 - 2340 (STATEN ISLAND).',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5000840112',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '959093',\n",
-       "  'y_coordinate_state_plane': '171946',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.63859292280598',\n",
-       "  'longitude': '-74.09064403829194',\n",
-       "  'location': {'latitude': '40.63859292280598',\n",
-       "   'longitude': '-74.09064403829194',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973735',\n",
-       "  'created_date': '2022-04-21T20:01:54.000',\n",
-       "  'closed_date': '2022-04-21T20:13:59.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '1 WEST  117 STREET',\n",
-       "  'street_name': 'WEST  117 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"The Department of Housing Preservation and Development conducted or attempted to conduct an inspection.  More information about inspection results can be found through HPD's website at www.nyc.gov/hpd by using HPDONLINE (enter your address on the home page) and entering your SR number under the complaint status option.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1016010027',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '999077',\n",
-       "  'y_coordinate_state_plane': '231309',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80155328746588',\n",
-       "  'longitude': '-73.94644555395756',\n",
-       "  'location': {'latitude': '40.80155328746588',\n",
-       "   'longitude': '-73.94644555395756',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975751',\n",
-       "  'created_date': '2022-04-21T20:01:56.000',\n",
-       "  'closed_date': '2022-04-21T20:23:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1730 WATSON AVENUE',\n",
-       "  'street_name': 'WATSON AVENUE',\n",
-       "  'cross_street_1': 'NOBLE AVENUE',\n",
-       "  'cross_street_2': 'ROSEDALE AVENUE',\n",
-       "  'intersection_street_1': 'NOBLE AVENUE',\n",
-       "  'intersection_street_2': 'ROSEDALE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WATSON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:23:19.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037230001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1020738',\n",
-       "  'y_coordinate_state_plane': '240762',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.82743620234559',\n",
-       "  'longitude': '-73.86815570498727',\n",
-       "  'location': {'latitude': '40.82743620234559',\n",
-       "   'longitude': '-73.86815570498727',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969910',\n",
-       "  'created_date': '2022-04-21T20:02:00.000',\n",
-       "  'closed_date': '2022-04-23T01:00:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise: Alarms (NR3)',\n",
-       "  'incident_zip': '11211',\n",
-       "  'incident_address': '152 RODNEY STREET',\n",
-       "  'street_name': 'RODNEY STREET',\n",
-       "  'cross_street_1': 'BEDFORD AVE',\n",
-       "  'cross_street_2': 'LEE AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection did not observe a violation of the New York City Air/Noise Code at the time of inspection and could not issue a notice of violation. If the problem still exists, please call 311 and file a new complaint. If you are outside of New York City, please call (212) NEW-YORK (212-639-9675).',\n",
-       "  'resolution_action_updated_date': '2022-04-23T01:00:00.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3021930018',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995221',\n",
-       "  'y_coordinate_state_plane': '196028',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.70472153891091',\n",
-       "  'longitude': '-73.96043081126824',\n",
-       "  'location': {'latitude': '40.70472153891091',\n",
-       "   'longitude': '-73.96043081126824',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974304',\n",
-       "  'created_date': '2022-04-21T20:02:00.000',\n",
-       "  'closed_date': '2022-04-26T19:00:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10036',\n",
-       "  'incident_address': '640 8 AVENUE',\n",
-       "  'street_name': '8 AVENUE',\n",
-       "  'cross_street_1': 'W 41 ST',\n",
-       "  'cross_street_2': 'W 42 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection did not observe a violation of the New York City Air/Noise Code at the time of inspection and could not issue a notice of violation. If the problem still exists, please call 311 and file a new complaint. If you are outside of New York City, please call (212) NEW-YORK (212-639-9675).',\n",
-       "  'resolution_action_updated_date': '2022-04-26T19:00:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'bbl': '1010137501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '986967',\n",
-       "  'y_coordinate_state_plane': '214950',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75666417742652',\n",
-       "  'longitude': '-73.99019293432467',\n",
-       "  'location': {'latitude': '40.75666417742652',\n",
-       "   'longitude': '-73.99019293432467',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974717',\n",
-       "  'created_date': '2022-04-21T20:02:11.000',\n",
-       "  'closed_date': '2022-04-21T20:40:07.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Non-Emergency Police Matter',\n",
-       "  'descriptor': 'Other (complaint details)',\n",
-       "  'location_type': 'Store/Commercial',\n",
-       "  'incident_zip': '10460',\n",
-       "  'incident_address': 'JENNINGS STREET',\n",
-       "  'street_name': 'JENNINGS STREET',\n",
-       "  'cross_street_1': 'JENNINGS STREET',\n",
-       "  'cross_street_2': 'SOUTHERN BOULEVARD',\n",
-       "  'intersection_street_1': 'JENNINGS STREET',\n",
-       "  'intersection_street_2': 'SOUTHERN BOULEVARD',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:40:13.000',\n",
-       "  'community_board': '03 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1014492',\n",
-       "  'y_coordinate_state_plane': '242563',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.83240302209445',\n",
-       "  'longitude': '-73.890716609599',\n",
-       "  'location': {'latitude': '40.83240302209445',\n",
-       "   'longitude': '-73.890716609599',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970259',\n",
-       "  'created_date': '2022-04-21T20:02:31.000',\n",
-       "  'closed_date': '2022-04-21T20:29:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:29:57.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967869',\n",
-       "  'created_date': '2022-04-21T20:02:32.000',\n",
-       "  'closed_date': '2022-04-21T20:31:28.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Engine Idling',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10019',\n",
-       "  'incident_address': 'WEST   52 STREET',\n",
-       "  'street_name': 'WEST   52 STREET',\n",
-       "  'cross_street_1': '7 AVENUE',\n",
-       "  'cross_street_2': 'WEST   52 STREET',\n",
-       "  'intersection_street_1': '7 AVENUE',\n",
-       "  'intersection_street_2': 'WEST   52 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:31:32.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '989139',\n",
-       "  'y_coordinate_state_plane': '217019',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.76234211822177',\n",
-       "  'longitude': '-73.98235155256397',\n",
-       "  'location': {'latitude': '40.76234211822177',\n",
-       "   'longitude': '-73.98235155256397',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975784',\n",
-       "  'created_date': '2022-04-21T20:02:47.000',\n",
-       "  'closed_date': '2022-04-21T20:29:45.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:29:48.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973422',\n",
-       "  'created_date': '2022-04-21T20:02:55.000',\n",
-       "  'closed_date': '2022-04-21T21:30:21.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11230',\n",
-       "  'incident_address': '824 EAST    9 STREET',\n",
-       "  'street_name': 'EAST    9 STREET',\n",
-       "  'cross_street_1': 'AVENUE H',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'intersection_street_1': 'AVENUE H',\n",
-       "  'intersection_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST    9 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:30:27.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3065110012',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '993155',\n",
-       "  'y_coordinate_state_plane': '168378',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62883077015741',\n",
-       "  'longitude': '-73.96791879135583',\n",
-       "  'location': {'latitude': '40.62883077015741',\n",
-       "   'longitude': '-73.96791879135583',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976155',\n",
-       "  'created_date': '2022-04-21T20:03:05.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Bike Rack Condition',\n",
-       "  'descriptor': 'Bike Rack Repair',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '10025',\n",
-       "  'incident_address': '707 COLUMBUS AVENUE',\n",
-       "  'street_name': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_1': 'WEST   94 STREET',\n",
-       "  'cross_street_2': 'WEST   95 STREET',\n",
-       "  'intersection_street_1': 'WEST   94 STREET',\n",
-       "  'intersection_street_2': 'WEST   95 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'COLUMBUS AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '993034',\n",
-       "  'y_coordinate_state_plane': '227757',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.791812086879894',\n",
-       "  'longitude': '-73.96827723725669',\n",
-       "  'location': {'latitude': '40.791812086879894',\n",
-       "   'longitude': '-73.96827723725669',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973608',\n",
-       "  'created_date': '2022-04-21T20:03:17.000',\n",
-       "  'closed_date': '2022-04-21T20:29:36.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:29:39.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975777',\n",
-       "  'created_date': '2022-04-21T20:03:38.000',\n",
-       "  'closed_date': '2022-04-21T20:29:03.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:29:07.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967765',\n",
-       "  'created_date': '2022-04-21T20:03:40.000',\n",
-       "  'closed_date': '2022-04-21T20:42:05.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11372',\n",
-       "  'incident_address': '37-68 93 STREET',\n",
-       "  'street_name': '93 STREET',\n",
-       "  'cross_street_1': 'ELMHURST AVENUE',\n",
-       "  'cross_street_2': 'FLUSHING LINE',\n",
-       "  'intersection_street_1': 'ELMHURST AVENUE',\n",
-       "  'intersection_street_2': 'FLUSHING LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JACKSON HEIGHTS',\n",
-       "  'landmark': '93 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:42:09.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'bbl': '4014800036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1019207',\n",
-       "  'y_coordinate_state_plane': '212331',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74940700791442',\n",
-       "  'longitude': '-73.87383571361808',\n",
-       "  'location': {'latitude': '40.74940700791442',\n",
-       "   'longitude': '-73.87383571361808',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974649',\n",
-       "  'created_date': '2022-04-21T20:04:09.000',\n",
-       "  'closed_date': '2022-04-21T20:28:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:28:57.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968021',\n",
-       "  'created_date': '2022-04-21T20:04:16.000',\n",
-       "  'closed_date': '2022-04-21T21:17:13.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '222 LENOX ROAD',\n",
-       "  'street_name': 'LENOX ROAD',\n",
-       "  'cross_street_1': 'ROGERS AVENUE',\n",
-       "  'cross_street_2': 'NOSTRAND AVENUE',\n",
-       "  'intersection_street_1': 'ROGERS AVENUE',\n",
-       "  'intersection_street_2': 'NOSTRAND AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'LENOX ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:17:16.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3050850027',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997594',\n",
-       "  'y_coordinate_state_plane': '177558',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.654022322845066',\n",
-       "  'longitude': '-73.95190866824002',\n",
-       "  'location': {'latitude': '40.654022322845066',\n",
-       "   'longitude': '-73.95190866824002',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974400',\n",
-       "  'created_date': '2022-04-21T20:04:35.000',\n",
-       "  'closed_date': '2022-04-21T23:11:03.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10471',\n",
-       "  'incident_address': '462 WEST  263 STREET',\n",
-       "  'street_name': 'WEST  263 STREET',\n",
-       "  'cross_street_1': 'DELAFIELD AVENUE',\n",
-       "  'cross_street_2': 'RIVERDALE AVENUE',\n",
-       "  'intersection_street_1': 'DELAFIELD AVENUE',\n",
-       "  'intersection_street_2': 'RIVERDALE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WEST  263 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T23:11:07.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '2058871360',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011344',\n",
-       "  'y_coordinate_state_plane': '271667',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.91229473631874',\n",
-       "  'longitude': '-73.90197461467012',\n",
-       "  'location': {'latitude': '40.91229473631874',\n",
-       "   'longitude': '-73.90197461467012',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970632',\n",
-       "  'created_date': '2022-04-21T20:04:41.000',\n",
-       "  'closed_date': '2022-04-22T08:42:07.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11356',\n",
-       "  'incident_address': '22-37 128 STREET',\n",
-       "  'street_name': '128 STREET',\n",
-       "  'cross_street_1': '22 AVENUE',\n",
-       "  'cross_street_2': '23 AVENUE',\n",
-       "  'intersection_street_1': '22 AVENUE',\n",
-       "  'intersection_street_2': '23 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'COLLEGE POINT',\n",
-       "  'landmark': '128 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T08:42:10.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4042040005',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1028391',\n",
-       "  'y_coordinate_state_plane': '223320',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.7795278510693',\n",
-       "  'longitude': '-73.84061738554367',\n",
-       "  'location': {'latitude': '40.7795278510693',\n",
-       "   'longitude': '-73.84061738554367',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972518',\n",
-       "  'created_date': '2022-04-21T20:04:45.000',\n",
-       "  'closed_date': '2022-04-21T20:28:46.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:28:49.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972517',\n",
-       "  'created_date': '2022-04-21T20:04:53.000',\n",
-       "  'closed_date': '2022-04-21T20:28:37.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:28:42.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969260',\n",
-       "  'created_date': '2022-04-21T20:04:54.000',\n",
-       "  'closed_date': '2022-04-25T09:20:52.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'GENERAL',\n",
-       "  'descriptor': 'COOKING GAS',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11208',\n",
-       "  'incident_address': '471 GRANT AVENUE',\n",
-       "  'street_name': 'GRANT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3041830001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1021314',\n",
-       "  'y_coordinate_state_plane': '186803',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67933024996097',\n",
-       "  'longitude': '-73.86637184100587',\n",
-       "  'location': {'latitude': '40.67933024996097',\n",
-       "   'longitude': '-73.86637184100587',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969307',\n",
-       "  'created_date': '2022-04-21T20:04:54.000',\n",
-       "  'closed_date': '2022-04-25T07:16:21.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11208',\n",
-       "  'incident_address': '471 GRANT AVENUE',\n",
-       "  'street_name': 'GRANT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3041830001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1021314',\n",
-       "  'y_coordinate_state_plane': '186803',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67933024996097',\n",
-       "  'longitude': '-73.86637184100587',\n",
-       "  'location': {'latitude': '40.67933024996097',\n",
-       "   'longitude': '-73.86637184100587',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973780',\n",
-       "  'created_date': '2022-04-21T20:05:00.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PAINT/PLASTER',\n",
-       "  'descriptor': 'WALL',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11220',\n",
-       "  'incident_address': '605 51 STREET',\n",
-       "  'street_name': '51 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'bbl': '3007930001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '981947',\n",
-       "  'y_coordinate_state_plane': '173534',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.64298706925082',\n",
-       "  'longitude': '-74.00829856225123',\n",
-       "  'location': {'latitude': '40.64298706925082',\n",
-       "   'longitude': '-74.00829856225123',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969923',\n",
-       "  'created_date': '2022-04-21T20:05:00.000',\n",
-       "  'closed_date': '2022-04-22T09:00:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Other Water Problem (Use Comments) (WZZ)',\n",
-       "  'incident_zip': '11203',\n",
-       "  'incident_address': '848 CLARKSON AVENUE',\n",
-       "  'street_name': 'CLARKSON AVENUE',\n",
-       "  'cross_street_1': 'UTICA AVE',\n",
-       "  'cross_street_2': 'E 51 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:00:00.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3046370009',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003624',\n",
-       "  'y_coordinate_state_plane': '178522',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6566571514387',\n",
-       "  'longitude': '-73.9301739873669',\n",
-       "  'location': {'latitude': '40.6566571514387',\n",
-       "   'longitude': '-73.9301739873669',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975060',\n",
-       "  'created_date': '2022-04-21T20:05:15.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Curb Condition',\n",
-       "  'descriptor': 'Broken Curb',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11238',\n",
-       "  'incident_address': '238 ST JAMES PLACE',\n",
-       "  'street_name': 'ST JAMES PLACE',\n",
-       "  'cross_street_1': 'GATES AVENUE',\n",
-       "  'cross_street_2': 'FULTON STREET',\n",
-       "  'intersection_street_1': 'GATES AVENUE',\n",
-       "  'intersection_street_2': 'FULTON STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ST JAMES PLACE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3019790048',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '994297',\n",
-       "  'y_coordinate_state_plane': '188226',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68330795503152',\n",
-       "  'longitude': '-73.96377504548408',\n",
-       "  'location': {'latitude': '40.68330795503152',\n",
-       "   'longitude': '-73.96377504548408',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974416',\n",
-       "  'created_date': '2022-04-21T20:05:23.000',\n",
-       "  'closed_date': '2022-04-21T22:51:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11237',\n",
-       "  'incident_address': '260 ST NICHOLAS AVENUE',\n",
-       "  'street_name': 'ST NICHOLAS AVENUE',\n",
-       "  'cross_street_1': 'BLEECKER STREET',\n",
-       "  'cross_street_2': 'MENAHAN STREET',\n",
-       "  'intersection_street_1': 'BLEECKER STREET',\n",
-       "  'intersection_street_2': 'MENAHAN STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ST NICHOLAS AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:51:43.000',\n",
-       "  'community_board': '04 BROOKLYN',\n",
-       "  'bbl': '3033110035',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1008367',\n",
-       "  'y_coordinate_state_plane': '195199',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.70242006538429',\n",
-       "  'longitude': '-73.91302002513832',\n",
-       "  'location': {'latitude': '40.70242006538429',\n",
-       "   'longitude': '-73.91302002513832',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969123',\n",
-       "  'created_date': '2022-04-21T20:05:32.000',\n",
-       "  'closed_date': '2022-04-21T20:28:18.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:28:22.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973740',\n",
-       "  'created_date': '2022-04-21T20:05:37.000',\n",
-       "  'closed_date': '2022-04-25T16:24:26.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11106',\n",
-       "  'incident_address': '31-35 CRESCENT STREET',\n",
-       "  'street_name': 'CRESCENT STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to your apartment or others in the building to inspect for a lack of heat or hot water. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4005790036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004421',\n",
-       "  'y_coordinate_state_plane': '217880',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76468368198577',\n",
-       "  'longitude': '-73.92718359841146',\n",
-       "  'location': {'latitude': '40.76468368198577',\n",
-       "   'longitude': '-73.92718359841146',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971358',\n",
-       "  'created_date': '2022-04-21T20:05:37.000',\n",
-       "  'closed_date': '2022-04-21T20:53:24.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1493 WATSON AVENUE',\n",
-       "  'street_name': 'WATSON AVENUE',\n",
-       "  'cross_street_1': 'EVERGREEN AVENUE',\n",
-       "  'cross_street_2': 'WHEELER AVENUE',\n",
-       "  'intersection_street_1': 'EVERGREEN AVENUE',\n",
-       "  'intersection_street_2': 'WHEELER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WATSON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:53:31.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037380001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1017500',\n",
-       "  'y_coordinate_state_plane': '240185',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.825865286303035',\n",
-       "  'longitude': '-73.87985861013416',\n",
-       "  'location': {'latitude': '40.825865286303035',\n",
-       "   'longitude': '-73.87985861013416',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975790',\n",
-       "  'created_date': '2022-04-21T20:05:51.000',\n",
-       "  'closed_date': '2022-04-21T20:28:28.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:28:32.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975746',\n",
-       "  'created_date': '2022-04-21T20:06:15.000',\n",
-       "  'closed_date': '2022-04-21T20:22:59.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11692',\n",
-       "  'incident_address': '69-46 ALMEDA AVENUE',\n",
-       "  'street_name': 'ALMEDA AVENUE',\n",
-       "  'cross_street_1': 'BEACH   69 STREET',\n",
-       "  'cross_street_2': 'BEACH   72 STREET',\n",
-       "  'intersection_street_1': 'BEACH   69 STREET',\n",
-       "  'intersection_street_2': 'BEACH   72 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ARVERNE',\n",
-       "  'landmark': 'ALMEDA AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:23:01.000',\n",
-       "  'community_board': '14 QUEENS',\n",
-       "  'bbl': '4160470053',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1040078',\n",
-       "  'y_coordinate_state_plane': '156792',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.596858230809616',\n",
-       "  'longitude': '-73.79896983267868',\n",
-       "  'location': {'latitude': '40.596858230809616',\n",
-       "   'longitude': '-73.79896983267868',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971778',\n",
-       "  'created_date': '2022-04-21T20:06:19.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Rat Sighting',\n",
-       "  'location_type': '3+ Family Apt. Building',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1306 FTELEY AVENUE',\n",
-       "  'street_name': 'FTELEY AVENUE',\n",
-       "  'cross_street_1': 'EAST  172 STREET',\n",
-       "  'cross_street_2': 'EAST  174 STREET',\n",
-       "  'intersection_street_1': 'EAST  172 STREET',\n",
-       "  'intersection_street_2': 'EAST  174 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'FTELEY AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2038710007',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1019584',\n",
-       "  'y_coordinate_state_plane': '242640',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.832595460740365',\n",
-       "  'longitude': '-73.87231562559691',\n",
-       "  'location': {'latitude': '40.832595460740365',\n",
-       "   'longitude': '-73.87231562559691',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968044',\n",
-       "  'created_date': '2022-04-21T20:06:29.000',\n",
-       "  'closed_date': '2022-04-21T20:29:17.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:29:22.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973657',\n",
-       "  'created_date': '2022-04-21T20:06:34.000',\n",
-       "  'closed_date': '2022-04-21T20:39:45.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10035',\n",
-       "  'incident_address': '320 EAST  126 STREET',\n",
-       "  'street_name': 'EAST  126 STREET',\n",
-       "  'cross_street_1': 'HARLEM RIVER DRV NB EN E  126 ST',\n",
-       "  'cross_street_2': '1 AVENUE',\n",
-       "  'intersection_street_1': 'HARLEM RIVER DRV NB EN E  126 ST',\n",
-       "  'intersection_street_2': '1 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST  126 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:49.000',\n",
-       "  'community_board': '11 MANHATTAN',\n",
-       "  'bbl': '1018020039',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1002985',\n",
-       "  'y_coordinate_state_plane': '231874',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.80309663511574',\n",
-       "  'longitude': '-73.93232846513469',\n",
-       "  'location': {'latitude': '40.80309663511574',\n",
-       "   'longitude': '-73.93232846513469',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53979961',\n",
-       "  'created_date': '2022-04-21T20:06:42.000',\n",
-       "  'closed_date': '2022-04-24T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Electrical',\n",
-       "  'descriptor': 'Electrical Wiring Defective/Exposed',\n",
-       "  'incident_zip': '11236',\n",
-       "  'incident_address': '9405 AVENUE N',\n",
-       "  'street_name': 'AVENUE N',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Buildings investigated this complaint and determined that no further action was necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-24T00:00:00.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3082780008',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1013718',\n",
-       "  'y_coordinate_state_plane': '170285',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.63402054137824',\n",
-       "  'longitude': '-73.89383011949604',\n",
-       "  'location': {'latitude': '40.63402054137824',\n",
-       "   'longitude': '-73.89383011949604',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968964',\n",
-       "  'created_date': '2022-04-21T20:06:46.000',\n",
-       "  'closed_date': '2022-04-21T22:47:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Horn',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10022',\n",
-       "  'incident_address': '931 FIRST AVENUE',\n",
-       "  'street_name': 'FIRST AVENUE',\n",
-       "  'cross_street_1': 'EAST   51 STREET',\n",
-       "  'cross_street_2': 'EAST   52 STREET',\n",
-       "  'intersection_street_1': 'EAST   51 STREET',\n",
-       "  'intersection_street_2': 'EAST   52 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': '1 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:47:31.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'bbl': '1013447502',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '993829',\n",
-       "  'y_coordinate_state_plane': '214307',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.754894534879895',\n",
-       "  'longitude': '-73.96542532622047',\n",
-       "  'location': {'latitude': '40.754894534879895',\n",
-       "   'longitude': '-73.96542532622047',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969842',\n",
-       "  'created_date': '2022-04-21T20:06:51.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Residential Disposal Complaint',\n",
-       "  'descriptor': 'Trash or Recycling Not Secure',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': '818 NOSTRAND AVENUE',\n",
-       "  'street_name': 'NOSTRAND AVENUE',\n",
-       "  'cross_street_1': 'LINCOLN PLACE',\n",
-       "  'cross_street_2': 'EASTERN PARKWAY',\n",
-       "  'intersection_street_1': 'LINCOLN PLACE',\n",
-       "  'intersection_street_2': 'EASTERN PARKWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'NOSTRAND AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'bbl': '3012610033',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997998',\n",
-       "  'y_coordinate_state_plane': '183604',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67061663599586',\n",
-       "  'longitude': '-73.95044033816039',\n",
-       "  'location': {'latitude': '40.67061663599586',\n",
-       "   'longitude': '-73.95044033816039',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971367',\n",
-       "  'created_date': '2022-04-21T20:06:54.000',\n",
-       "  'closed_date': '2022-04-21T20:29:26.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:29:29.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974636',\n",
-       "  'created_date': '2022-04-21T20:06:58.000',\n",
-       "  'closed_date': '2022-04-21T20:32:42.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:32:47.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972368',\n",
-       "  'created_date': '2022-04-21T20:07:01.000',\n",
-       "  'closed_date': '2022-04-21T22:56:42.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '367 LENOX ROAD',\n",
-       "  'street_name': 'LENOX ROAD',\n",
-       "  'cross_street_1': 'NOSTRAND AVENUE',\n",
-       "  'cross_street_2': 'NEW YORK AVENUE',\n",
-       "  'intersection_street_1': 'NOSTRAND AVENUE',\n",
-       "  'intersection_street_2': 'NEW YORK AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'LENOX ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:56:47.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3048370067',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '998787',\n",
-       "  'y_coordinate_state_plane': '177663',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65430864676839',\n",
-       "  'longitude': '-73.94760891061252',\n",
-       "  'location': {'latitude': '40.65430864676839',\n",
-       "   'longitude': '-73.94760891061252',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976412',\n",
-       "  'created_date': '2022-04-21T20:07:03.000',\n",
-       "  'closed_date': '2022-04-22T09:34:41.000',\n",
-       "  'agency': 'DCA',\n",
-       "  'agency_name': 'Department of Consumer Affairs',\n",
-       "  'complaint_type': 'Consumer Complaint',\n",
-       "  'descriptor': 'Retail Store',\n",
-       "  'location_type': 'Business',\n",
-       "  'incident_zip': '11373',\n",
-       "  'incident_address': '82-66 BROADWAY',\n",
-       "  'street_name': 'BROADWAY',\n",
-       "  'cross_street_1': '45 AVENUE',\n",
-       "  'cross_street_2': 'WHITNEY AVENUE',\n",
-       "  'intersection_street_1': '45 AVENUE',\n",
-       "  'intersection_street_2': 'WHITNEY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ELMHURST',\n",
-       "  'landmark': 'BROADWAY',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Consumer Affairs has determined that this issue is not within its jurisdiction and should be referred to the New York State Dept. of Agriculture & Markets. You can call (800) 554-4501.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:34:44.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'bbl': '4015350095',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1017281',\n",
-       "  'y_coordinate_state_plane': '209512',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.741676970562544',\n",
-       "  'longitude': '-73.88080072984933',\n",
-       "  'location': {'latitude': '40.741676970562544',\n",
-       "   'longitude': '-73.88080072984933',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970263',\n",
-       "  'created_date': '2022-04-21T20:07:20.000',\n",
-       "  'closed_date': '2022-04-21T20:37:31.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10459',\n",
-       "  'incident_address': '830 EAST  163 STREET',\n",
-       "  'street_name': 'EAST  163 STREET',\n",
-       "  'cross_street_1': 'UNION AVENUE',\n",
-       "  'cross_street_2': 'PROSPECT AVENUE',\n",
-       "  'intersection_street_1': 'UNION AVENUE',\n",
-       "  'intersection_street_2': 'PROSPECT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  163 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:37:34.000',\n",
-       "  'community_board': '03 BRONX',\n",
-       "  'bbl': '2026770070',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011616',\n",
-       "  'y_coordinate_state_plane': '238851',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.822224027258486',\n",
-       "  'longitude': '-73.90112454024609',\n",
-       "  'location': {'latitude': '40.822224027258486',\n",
-       "   'longitude': '-73.90112454024609',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974112',\n",
-       "  'created_date': '2022-04-21T20:07:21.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Sidewalk Condition',\n",
-       "  'descriptor': 'Broken Sidewalk',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11419',\n",
-       "  'incident_address': '128-10 LIBERTY AVENUE',\n",
-       "  'street_name': 'LIBERTY AVENUE',\n",
-       "  'cross_street_1': '128 STREET',\n",
-       "  'cross_street_2': '129 STREET',\n",
-       "  'intersection_street_1': '128 STREET',\n",
-       "  'intersection_street_2': '129 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH RICHMOND HILL',\n",
-       "  'landmark': 'LIBERTY AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4095820004',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1035024',\n",
-       "  'y_coordinate_state_plane': '190366',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68904182822733',\n",
-       "  'longitude': '-73.81691596575084',\n",
-       "  'location': {'latitude': '40.68904182822733',\n",
-       "   'longitude': '-73.81691596575084',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970688',\n",
-       "  'created_date': '2022-04-21T20:07:25.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Rodent',\n",
-       "  'descriptor': 'Rat Sighting',\n",
-       "  'location_type': '3+ Family Apt. Building',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1306 FTELEY AVENUE',\n",
-       "  'street_name': 'FTELEY AVENUE',\n",
-       "  'cross_street_1': 'EAST  172 STREET',\n",
-       "  'cross_street_2': 'EAST  174 STREET',\n",
-       "  'intersection_street_1': 'EAST  172 STREET',\n",
-       "  'intersection_street_2': 'EAST  174 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'FTELEY AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2038710007',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1019584',\n",
-       "  'y_coordinate_state_plane': '242640',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.832595460740365',\n",
-       "  'longitude': '-73.87231562559691',\n",
-       "  'location': {'latitude': '40.832595460740365',\n",
-       "   'longitude': '-73.87231562559691',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973882',\n",
-       "  'created_date': '2022-04-21T20:07:41.000',\n",
-       "  'closed_date': '2022-04-21T21:21:17.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Bike Lane',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10034',\n",
-       "  'incident_address': '155 SHERMAN AVENUE',\n",
-       "  'street_name': 'SHERMAN AVENUE',\n",
-       "  'cross_street_1': 'ACADEMY STREET',\n",
-       "  'cross_street_2': 'WEST  204 STREET',\n",
-       "  'intersection_street_1': 'ACADEMY STREET',\n",
-       "  'intersection_street_2': 'WEST  204 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'SHERMAN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:21:22.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1022210005',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1005537',\n",
-       "  'y_coordinate_state_plane': '254307',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.86466294648425',\n",
-       "  'longitude': '-73.92303935839637',\n",
-       "  'location': {'latitude': '40.86466294648425',\n",
-       "   'longitude': '-73.92303935839637',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972295',\n",
-       "  'created_date': '2022-04-21T20:07:53.000',\n",
-       "  'closed_date': '2022-04-21T21:22:58.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Traffic',\n",
-       "  'descriptor': 'Congestion/Gridlock',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10467',\n",
-       "  'incident_address': '2922 BARNES AVENUE',\n",
-       "  'street_name': 'BARNES AVENUE',\n",
-       "  'cross_street_1': 'ARNOW AVENUE',\n",
-       "  'cross_street_2': 'WILLIAMSBRIDGE ROAD',\n",
-       "  'intersection_street_1': 'ARNOW AVENUE',\n",
-       "  'intersection_street_2': 'WILLIAMSBRIDGE ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BARNES AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:23:02.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2045500012',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022026',\n",
-       "  'y_coordinate_state_plane': '255655',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.868307630679645',\n",
-       "  'longitude': '-73.86341779743378',\n",
-       "  'location': {'latitude': '40.868307630679645',\n",
-       "   'longitude': '-73.86341779743378',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969902',\n",
-       "  'created_date': '2022-04-21T20:08:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise: air condition/ventilation equipment (NV1)',\n",
-       "  'incident_zip': '10028',\n",
-       "  'incident_address': '300 EAST   86 STREET',\n",
-       "  'street_name': 'EAST   86 STREET',\n",
-       "  'cross_street_1': '2 AVE',\n",
-       "  'cross_street_2': '1 AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1015480049',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '997632',\n",
-       "  'y_coordinate_state_plane': '222595',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.777638008205074',\n",
-       "  'longitude': '-73.95168218784558',\n",
-       "  'location': {'latitude': '40.777638008205074',\n",
-       "   'longitude': '-73.95168218784558',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971366',\n",
-       "  'created_date': '2022-04-21T20:08:04.000',\n",
-       "  'closed_date': '2022-04-21T20:33:52.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:33:57.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969138',\n",
-       "  'created_date': '2022-04-21T20:08:05.000',\n",
-       "  'closed_date': '2022-04-21T20:32:52.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:32:57.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970350',\n",
-       "  'created_date': '2022-04-21T20:08:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'ELECTRIC',\n",
-       "  'descriptor': 'NO LIGHTING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '1307 EDWARD L GRANT HIGHWAY',\n",
-       "  'street_name': 'EDWARD L GRANT HIGHWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2025060147',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1005973',\n",
-       "  'y_coordinate_state_plane': '245020',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.839171836089626',\n",
-       "  'longitude': '-73.92149314428093',\n",
-       "  'location': {'latitude': '40.839171836089626',\n",
-       "   'longitude': '-73.92149314428093',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968207',\n",
-       "  'created_date': '2022-04-21T20:08:10.000',\n",
-       "  'closed_date': '2022-04-22T11:33:29.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '900 LYDIG AVENUE',\n",
-       "  'street_name': 'LYDIG AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted a tenant in the building and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2042980022',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022466',\n",
-       "  'y_coordinate_state_plane': '250582',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85438189777797',\n",
-       "  'longitude': '-73.86185587000068',\n",
-       "  'location': {'latitude': '40.85438189777797',\n",
-       "   'longitude': '-73.86185587000068',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972506',\n",
-       "  'created_date': '2022-04-21T20:08:16.000',\n",
-       "  'closed_date': '2022-04-21T20:33:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:33:19.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974533',\n",
-       "  'created_date': '2022-04-21T20:08:22.000',\n",
-       "  'closed_date': '2022-04-21T20:37:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Drinking',\n",
-       "  'descriptor': 'In Public',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10459',\n",
-       "  'incident_address': '830 EAST  163 STREET',\n",
-       "  'street_name': 'EAST  163 STREET',\n",
-       "  'cross_street_1': 'UNION AVENUE',\n",
-       "  'cross_street_2': 'PROSPECT AVENUE',\n",
-       "  'intersection_street_1': 'UNION AVENUE',\n",
-       "  'intersection_street_2': 'PROSPECT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  163 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:37:49.000',\n",
-       "  'community_board': '03 BRONX',\n",
-       "  'bbl': '2026770070',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011616',\n",
-       "  'y_coordinate_state_plane': '238851',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.822224027258486',\n",
-       "  'longitude': '-73.90112454024609',\n",
-       "  'location': {'latitude': '40.822224027258486',\n",
-       "   'longitude': '-73.90112454024609',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975191',\n",
-       "  'created_date': '2022-04-21T20:08:51.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Sign - Missing',\n",
-       "  'descriptor': 'Other/Unknown',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10033',\n",
-       "  'incident_address': '461 FT WASHINGTON AVENUE',\n",
-       "  'street_name': 'FT WASHINGTON AVENUE',\n",
-       "  'cross_street_1': 'WEST  180 STREET',\n",
-       "  'cross_street_2': 'WEST  181 STREET',\n",
-       "  'intersection_street_1': 'WEST  180 STREET',\n",
-       "  'intersection_street_2': 'WEST  181 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'FT WASHINGTON AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Transportation inspected the condition and opened a repair order. Repairs of this type are corrected within 14 days.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T13:05:55.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021770100',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001311',\n",
-       "  'y_coordinate_state_plane': '249260',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.85081962612433',\n",
-       "  'longitude': '-73.93833080396472',\n",
-       "  'location': {'latitude': '40.85081962612433',\n",
-       "   'longitude': '-73.93833080396472',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969121',\n",
-       "  'created_date': '2022-04-21T20:09:11.000',\n",
-       "  'closed_date': '2022-04-21T20:33:02.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:33:07.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970220',\n",
-       "  'created_date': '2022-04-21T20:09:17.000',\n",
-       "  'closed_date': '2022-04-21T20:57:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11207',\n",
-       "  'incident_address': '215 WORTMAN AVENUE',\n",
-       "  'street_name': 'WORTMAN AVENUE',\n",
-       "  'cross_street_1': 'KEVIN OSLEN HILL WAY',\n",
-       "  'cross_street_2': 'VAN SICLEN AVENUE',\n",
-       "  'intersection_street_1': 'KEVIN OSLEN HILL WAY',\n",
-       "  'intersection_street_2': 'VAN SICLEN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'WORTMAN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:57:04.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3043710001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1016465',\n",
-       "  'y_coordinate_state_plane': '178823',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.657445923720665',\n",
-       "  'longitude': '-73.88389222595283',\n",
-       "  'location': {'latitude': '40.657445923720665',\n",
-       "   'longitude': '-73.88389222595283',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973039',\n",
-       "  'created_date': '2022-04-21T20:09:24.000',\n",
-       "  'closed_date': '2022-04-22T04:24:38.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '1702 GRAND AVENUE',\n",
-       "  'street_name': 'GRAND AVENUE',\n",
-       "  'cross_street_1': 'WEST  175 STREET',\n",
-       "  'cross_street_2': 'WEST  176 STREET',\n",
-       "  'intersection_street_1': 'WEST  175 STREET',\n",
-       "  'intersection_street_2': 'WEST  176 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'GRAND AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T04:24:45.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028670030',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1008027',\n",
-       "  'y_coordinate_state_plane': '248407',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84846286296289',\n",
-       "  'longitude': '-73.91405798979748',\n",
-       "  'location': {'latitude': '40.84846286296289',\n",
-       "   'longitude': '-73.91405798979748',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971232',\n",
-       "  'created_date': '2022-04-21T20:09:36.000',\n",
-       "  'closed_date': '2022-04-21T22:12:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11208',\n",
-       "  'incident_address': '612 CRESCENT STREET',\n",
-       "  'street_name': 'CRESCENT STREET',\n",
-       "  'cross_street_1': 'SUTTER AVENUE',\n",
-       "  'cross_street_2': 'BLAKE AVENUE',\n",
-       "  'intersection_street_1': 'SUTTER AVENUE',\n",
-       "  'intersection_street_2': 'BLAKE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'CRESCENT STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:12:46.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3042670032',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1020494',\n",
-       "  'y_coordinate_state_plane': '184382',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.672688553652605',\n",
-       "  'longitude': '-73.86934123109141',\n",
-       "  'location': {'latitude': '40.672688553652605',\n",
-       "   'longitude': '-73.86934123109141',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975789',\n",
-       "  'created_date': '2022-04-21T20:09:38.000',\n",
-       "  'closed_date': '2022-04-21T20:33:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:33:27.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974639',\n",
-       "  'created_date': '2022-04-21T20:09:40.000',\n",
-       "  'closed_date': '2022-04-21T20:34:02.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:34:04.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971942',\n",
-       "  'created_date': '2022-04-21T20:09:44.000',\n",
-       "  'closed_date': '2022-04-21T21:14:21.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Parking Permit Improper Use',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11232',\n",
-       "  'incident_address': '652 FOURTH AVENUE',\n",
-       "  'street_name': 'FOURTH AVENUE',\n",
-       "  'cross_street_1': '18 STREET',\n",
-       "  'cross_street_2': '19 STREET',\n",
-       "  'intersection_street_1': '18 STREET',\n",
-       "  'intersection_street_2': '19 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '4 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:14:26.000',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'bbl': '3006330041',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '985714',\n",
-       "  'y_coordinate_state_plane': '181062',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66364996535683',\n",
-       "  'longitude': '-73.99472303146996',\n",
-       "  'location': {'latitude': '40.66364996535683',\n",
-       "   'longitude': '-73.99472303146996',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973329',\n",
-       "  'created_date': '2022-04-21T20:10:00.000',\n",
-       "  'closed_date': '2022-04-21T20:25:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'Pedestrian Signal',\n",
-       "  'incident_zip': '10456',\n",
-       "  'intersection_street_1': 'WESTCHESTER AVENUE',\n",
-       "  'intersection_street_2': 'EAST 158 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BRONX',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:25:00.000',\n",
-       "  'community_board': '01 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011070',\n",
-       "  'y_coordinate_state_plane': '237640',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.81890185070965',\n",
-       "  'longitude': '-73.90310211855076',\n",
-       "  'location': {'latitude': '40.81890185070965',\n",
-       "   'longitude': '-73.90310211855076',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969810',\n",
-       "  'created_date': '2022-04-21T20:10:04.000',\n",
-       "  'closed_date': '2022-04-23T09:14:17.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Illegal Dumping',\n",
-       "  'descriptor': 'Removal Request',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '10303',\n",
-       "  'incident_address': '153 SOUTH AVENUE',\n",
-       "  'street_name': 'SOUTH AVENUE',\n",
-       "  'cross_street_1': 'RICHMOND TERRACE',\n",
-       "  'cross_street_2': 'ARLINGTON PLACE',\n",
-       "  'intersection_street_1': 'RICHMOND TERRACE',\n",
-       "  'intersection_street_2': 'ARLINGTON PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'SOUTH AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation cleaned the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T12:17:52.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5012540004',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '938138',\n",
-       "  'y_coordinate_state_plane': '171326',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.63680685251089',\n",
-       "  'longitude': '-74.16614333115051',\n",
-       "  'location': {'latitude': '40.63680685251089',\n",
-       "   'longitude': '-74.16614333115051',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53982721',\n",
-       "  'created_date': '2022-04-21T20:10:08.000',\n",
-       "  'closed_date': '2022-04-21T20:10:08.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Elevator',\n",
-       "  'descriptor': 'Elevator - Multiple Devices On Property',\n",
-       "  'incident_zip': '11217',\n",
-       "  'incident_address': '250 ASHLAND PLACE',\n",
-       "  'street_name': 'ASHLAND PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3021077501',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990261',\n",
-       "  'y_coordinate_state_plane': '189801',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.687634630785816',\n",
-       "  'longitude': '-73.97832563684395',\n",
-       "  'location': {'latitude': '40.687634630785816',\n",
-       "   'longitude': '-73.97832563684395',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973589',\n",
-       "  'created_date': '2022-04-21T20:10:11.000',\n",
-       "  'closed_date': '2022-04-21T21:13:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11232',\n",
-       "  'incident_address': '849 42 STREET',\n",
-       "  'street_name': '42 STREET',\n",
-       "  'cross_street_1': '8 AVENUE',\n",
-       "  'cross_street_2': '9 AVENUE',\n",
-       "  'intersection_street_1': '8 AVENUE',\n",
-       "  'intersection_street_2': '9 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '42 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:13:34.000',\n",
-       "  'community_board': '12 BROOKLYN',\n",
-       "  'bbl': '3009230056',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984818',\n",
-       "  'y_coordinate_state_plane': '174248',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6449471267718',\n",
-       "  'longitude': '-73.99795322543724',\n",
-       "  'location': {'latitude': '40.6449471267718',\n",
-       "   'longitude': '-73.99795322543724',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974406',\n",
-       "  'created_date': '2022-04-21T20:10:11.000',\n",
-       "  'closed_date': '2022-04-21T20:32:49.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11385',\n",
-       "  'incident_address': '60-38 GATES AVENUE',\n",
-       "  'street_name': 'GATES AVENUE',\n",
-       "  'cross_street_1': '60 PLACE',\n",
-       "  'cross_street_2': 'FRESH POND ROAD',\n",
-       "  'intersection_street_1': '60 PLACE',\n",
-       "  'intersection_street_2': 'FRESH POND ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'RIDGEWOOD',\n",
-       "  'landmark': 'GATES AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department reviewed your complaint and provided additional information below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:32:54.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4035270036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1011926',\n",
-       "  'y_coordinate_state_plane': '197461',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.708618302871876',\n",
-       "  'longitude': '-73.90017490788064',\n",
-       "  'location': {'latitude': '40.708618302871876',\n",
-       "   'longitude': '-73.90017490788064',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975573',\n",
-       "  'created_date': '2022-04-21T20:10:17.000',\n",
-       "  'closed_date': '2022-04-21T22:47:07.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Horn',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10022',\n",
-       "  'incident_address': '1 AVENUE',\n",
-       "  'street_name': '1 AVENUE',\n",
-       "  'cross_street_1': '1 AVENUE',\n",
-       "  'cross_street_2': 'EAST   53 STREET',\n",
-       "  'intersection_street_1': '1 AVENUE',\n",
-       "  'intersection_street_2': 'EAST   53 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:47:12.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '994006',\n",
-       "  'y_coordinate_state_plane': '214621',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75575619139446',\n",
-       "  'longitude': '-73.96478600260775',\n",
-       "  'location': {'latitude': '40.75575619139446',\n",
-       "   'longitude': '-73.96478600260775',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968050',\n",
-       "  'created_date': '2022-04-21T20:10:18.000',\n",
-       "  'closed_date': '2022-04-21T20:39:22.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:27.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973111',\n",
-       "  'created_date': '2022-04-21T20:10:41.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Outdoor Dining',\n",
-       "  'descriptor': 'Barrier Condition',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11232',\n",
-       "  'incident_address': '274 36 STREET',\n",
-       "  'street_name': '36 STREET',\n",
-       "  'cross_street_1': '2 AVENUE',\n",
-       "  'cross_street_2': '3 AVENUE',\n",
-       "  'intersection_street_1': '2 AVENUE',\n",
-       "  'intersection_street_2': '3 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '36 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '07 BROOKLYN',\n",
-       "  'bbl': '3006950037',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '982326',\n",
-       "  'y_coordinate_state_plane': '178207',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65581353095565',\n",
-       "  'longitude': '-74.00693421778337',\n",
-       "  'location': {'latitude': '40.65581353095565',\n",
-       "   'longitude': '-74.00693421778337',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975071',\n",
-       "  'created_date': '2022-04-21T20:10:54.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Food Establishment',\n",
-       "  'descriptor': 'Kitchen/Food Prep Area',\n",
-       "  'location_type': 'Restaurant/Bar/Deli/Bakery',\n",
-       "  'incident_zip': '11354',\n",
-       "  'incident_address': '38-06 PRINCE STREET',\n",
-       "  'street_name': 'PRINCE STREET',\n",
-       "  'cross_street_1': '38 AVENUE',\n",
-       "  'cross_street_2': '39 AVENUE',\n",
-       "  'intersection_street_1': '38 AVENUE',\n",
-       "  'intersection_street_2': '39 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': 'PRINCE STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has sent official written notification to the Owner/Landlord warning them of potential violations and instructing them to correct the situation. If the situation persists 21 days after your initial complaint, please make a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:40:29.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4049720049',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1030633',\n",
-       "  'y_coordinate_state_plane': '216236',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76007266955189',\n",
-       "  'longitude': '-73.83257096763892',\n",
-       "  'location': {'latitude': '40.76007266955189',\n",
-       "   'longitude': '-73.83257096763892',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968283',\n",
-       "  'created_date': '2022-04-21T20:10:55.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'SAFETY',\n",
-       "  'descriptor': 'CARBON MONOXIDE DETECTOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11234',\n",
-       "  'incident_address': '1315 EAST   48 STREET',\n",
-       "  'street_name': 'EAST   48 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3077740020',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003743',\n",
-       "  'y_coordinate_state_plane': '168003',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62778450346477',\n",
-       "  'longitude': '-73.92977549134451',\n",
-       "  'location': {'latitude': '40.62778450346477',\n",
-       "   'longitude': '-73.92977549134451',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969297',\n",
-       "  'created_date': '2022-04-21T20:10:59.000',\n",
-       "  'closed_date': '2022-04-22T11:51:29.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10452',\n",
-       "  'incident_address': '917 OGDEN AVENUE',\n",
-       "  'street_name': 'OGDEN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development contacted a tenant in the building and verified that the following conditions were corrected. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '04 BRONX',\n",
-       "  'bbl': '2025240021',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1003519',\n",
-       "  'y_coordinate_state_plane': '242112',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.831195914300594',\n",
-       "  'longitude': '-73.93037024266778',\n",
-       "  'location': {'latitude': '40.831195914300594',\n",
-       "   'longitude': '-73.93037024266778',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968043',\n",
-       "  'created_date': '2022-04-21T20:11:01.000',\n",
-       "  'closed_date': '2022-04-21T20:41:33.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:41:37.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974417',\n",
-       "  'created_date': '2022-04-21T20:11:11.000',\n",
-       "  'closed_date': '2022-04-21T20:43:15.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11416',\n",
-       "  'incident_address': '95-18 97 AVENUE',\n",
-       "  'street_name': '97 AVENUE',\n",
-       "  'cross_street_1': '95 STREET',\n",
-       "  'cross_street_2': '97 STREET',\n",
-       "  'intersection_street_1': '95 STREET',\n",
-       "  'intersection_street_2': '97 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'OZONE PARK',\n",
-       "  'landmark': '97 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:43:19.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'bbl': '4090700069',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1026969',\n",
-       "  'y_coordinate_state_plane': '189311',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68618864378523',\n",
-       "  'longitude': '-73.84596780749885',\n",
-       "  'location': {'latitude': '40.68618864378523',\n",
-       "   'longitude': '-73.84596780749885',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975788',\n",
-       "  'created_date': '2022-04-21T20:11:16.000',\n",
-       "  'closed_date': '2022-04-21T20:41:46.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:41:49.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973036',\n",
-       "  'created_date': '2022-04-21T20:11:19.000',\n",
-       "  'closed_date': '2022-04-22T07:43:50.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11354',\n",
-       "  'incident_address': '147-15 NORTHERN BOULEVARD',\n",
-       "  'street_name': 'NORTHERN BOULEVARD',\n",
-       "  'cross_street_1': '147 STREET',\n",
-       "  'cross_street_2': '149 STREET',\n",
-       "  'intersection_street_1': '147 STREET',\n",
-       "  'intersection_street_2': '149 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': 'NORTHERN BOULEVARD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"This complaint does not fall under the Police Department's jurisdiction.\",\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:43:56.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4050050064',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1034360',\n",
-       "  'y_coordinate_state_plane': '218105',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.765182244615715',\n",
-       "  'longitude': '-73.81910369486208',\n",
-       "  'location': {'latitude': '40.765182244615715',\n",
-       "   'longitude': '-73.81910369486208',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973510',\n",
-       "  'created_date': '2022-04-21T20:11:19.000',\n",
-       "  'closed_date': '2022-04-21T20:41:13.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Drinking',\n",
-       "  'descriptor': 'In Public',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10459',\n",
-       "  'incident_address': '830 EAST  163 STREET',\n",
-       "  'street_name': 'EAST  163 STREET',\n",
-       "  'cross_street_1': 'UNION AVENUE',\n",
-       "  'cross_street_2': 'PROSPECT AVENUE',\n",
-       "  'intersection_street_1': 'UNION AVENUE',\n",
-       "  'intersection_street_2': 'PROSPECT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  163 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:41:17.000',\n",
-       "  'community_board': '03 BRONX',\n",
-       "  'bbl': '2026770070',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011616',\n",
-       "  'y_coordinate_state_plane': '238851',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.822224027258486',\n",
-       "  'longitude': '-73.90112454024609',\n",
-       "  'location': {'latitude': '40.822224027258486',\n",
-       "   'longitude': '-73.90112454024609',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971368',\n",
-       "  'created_date': '2022-04-21T20:11:25.000',\n",
-       "  'closed_date': '2022-04-21T20:46:45.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:46:49.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974237',\n",
-       "  'created_date': '2022-04-21T20:11:32.000',\n",
-       "  'closed_date': '2022-04-21T23:10:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Crosswalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10471',\n",
-       "  'incident_address': '5788 MOSHOLU AVENUE',\n",
-       "  'street_name': 'MOSHOLU AVENUE',\n",
-       "  'cross_street_1': 'HUXLEY AVENUE',\n",
-       "  'cross_street_2': 'POST ROAD',\n",
-       "  'intersection_street_1': 'HUXLEY AVENUE',\n",
-       "  'intersection_street_2': 'POST ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'MOSHOLU AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T23:10:47.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '2058552257',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012532',\n",
-       "  'y_coordinate_state_plane': '269157',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.90540187895889',\n",
-       "  'longitude': '-73.89768707215399',\n",
-       "  'location': {'latitude': '40.90540187895889',\n",
-       "   'longitude': '-73.89768707215399',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971745',\n",
-       "  'created_date': '2022-04-21T20:11:35.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Food Establishment',\n",
-       "  'descriptor': 'Food Worker Hygiene',\n",
-       "  'location_type': 'Restaurant/Bar/Deli/Bakery',\n",
-       "  'incident_zip': '11207',\n",
-       "  'incident_address': '2192 PITKIN AVENUE',\n",
-       "  'street_name': 'PITKIN AVENUE',\n",
-       "  'cross_street_1': 'BRADFORD STREET',\n",
-       "  'cross_street_2': 'MILLER AVENUE',\n",
-       "  'intersection_street_1': 'BRADFORD STREET',\n",
-       "  'intersection_street_2': 'MILLER AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'PITKIN AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has sent official written notification to the Owner/Landlord warning them of potential violations and instructing them to correct the situation. If the situation persists 21 days after your initial complaint, please make a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:40:29.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3037420022',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1014397',\n",
-       "  'y_coordinate_state_plane': '184326',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67255770833528',\n",
-       "  'longitude': '-73.89132099854857',\n",
-       "  'location': {'latitude': '40.67255770833528',\n",
-       "   'longitude': '-73.89132099854857',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972505',\n",
-       "  'created_date': '2022-04-21T20:11:41.000',\n",
-       "  'closed_date': '2022-04-21T22:24:03.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11208',\n",
-       "  'incident_address': '169 CHESTNUT STREET',\n",
-       "  'street_name': 'CHESTNUT STREET',\n",
-       "  'cross_street_1': 'RIDGEWOOD AVENUE',\n",
-       "  'cross_street_2': 'FULTON STREET',\n",
-       "  'intersection_street_1': 'RIDGEWOOD AVENUE',\n",
-       "  'intersection_street_2': 'FULTON STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'CHESTNUT STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:24:06.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3041280015',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1018749',\n",
-       "  'y_coordinate_state_plane': '188427',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68379812459449',\n",
-       "  'longitude': '-73.87561119971316',\n",
-       "  'location': {'latitude': '40.68379812459449',\n",
-       "   'longitude': '-73.87561119971316',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971208',\n",
-       "  'created_date': '2022-04-21T20:11:45.000',\n",
-       "  'closed_date': '2022-04-21T22:34:42.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11207',\n",
-       "  'incident_address': '192 ARLINGTON AVENUE',\n",
-       "  'street_name': 'ARLINGTON AVENUE',\n",
-       "  'cross_street_1': 'JEROME STREET',\n",
-       "  'cross_street_2': 'WARWICK STREET',\n",
-       "  'intersection_street_1': 'JEROME STREET',\n",
-       "  'intersection_street_2': 'WARWICK STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ARLINGTON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:34:46.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3039370024',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1015379',\n",
-       "  'y_coordinate_state_plane': '187176',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68037691038651',\n",
-       "  'longitude': '-73.88776775920839',\n",
-       "  'location': {'latitude': '40.68037691038651',\n",
-       "   'longitude': '-73.88776775920839',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975783',\n",
-       "  'created_date': '2022-04-21T20:12:23.000',\n",
-       "  'closed_date': '2022-04-21T20:47:07.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:47:12.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973601',\n",
-       "  'created_date': '2022-04-21T20:12:31.000',\n",
-       "  'closed_date': '2022-04-21T20:47:21.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:47:24.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972543',\n",
-       "  'created_date': '2022-04-21T20:12:33.000',\n",
-       "  'closed_date': '2022-04-21T20:40:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10459',\n",
-       "  'incident_address': '830 EAST  163 STREET',\n",
-       "  'street_name': 'EAST  163 STREET',\n",
-       "  'cross_street_1': 'UNION AVENUE',\n",
-       "  'cross_street_2': 'PROSPECT AVENUE',\n",
-       "  'intersection_street_1': 'UNION AVENUE',\n",
-       "  'intersection_street_2': 'PROSPECT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  163 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:40:29.000',\n",
-       "  'community_board': '03 BRONX',\n",
-       "  'bbl': '2026770070',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011616',\n",
-       "  'y_coordinate_state_plane': '238851',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.822224027258486',\n",
-       "  'longitude': '-73.90112454024609',\n",
-       "  'location': {'latitude': '40.822224027258486',\n",
-       "   'longitude': '-73.90112454024609',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974492',\n",
-       "  'created_date': '2022-04-21T20:12:35.000',\n",
-       "  'closed_date': '2022-04-21T20:36:04.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11219',\n",
-       "  'incident_address': '6710 11 AVENUE',\n",
-       "  'street_name': '11 AVENUE',\n",
-       "  'cross_street_1': '67 STREET',\n",
-       "  'cross_street_2': 'OVINGTON AVENUE',\n",
-       "  'intersection_street_1': '67 STREET',\n",
-       "  'intersection_street_2': 'OVINGTON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '11 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:36:12.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3057657501',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '982224',\n",
-       "  'y_coordinate_state_plane': '167833',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62733910403614',\n",
-       "  'longitude': '-74.00729871697439',\n",
-       "  'location': {'latitude': '40.62733910403614',\n",
-       "   'longitude': '-74.00729871697439',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970092',\n",
-       "  'created_date': '2022-04-21T20:12:44.000',\n",
-       "  'closed_date': '2022-04-21T21:07:18.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11368',\n",
-       "  'incident_address': '37-30 111 STREET',\n",
-       "  'street_name': '111 STREET',\n",
-       "  'cross_street_1': '37 AVENUE',\n",
-       "  'cross_street_2': '38 AVENUE',\n",
-       "  'intersection_street_1': '37 AVENUE',\n",
-       "  'intersection_street_2': '38 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CORONA',\n",
-       "  'landmark': '111 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:07:21.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'bbl': '4017780043',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1023909',\n",
-       "  'y_coordinate_state_plane': '213847',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75354820092376',\n",
-       "  'longitude': '-73.85685668141792',\n",
-       "  'location': {'latitude': '40.75354820092376',\n",
-       "   'longitude': '-73.85685668141792',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975791',\n",
-       "  'created_date': '2022-04-21T20:12:52.000',\n",
-       "  'closed_date': '2022-04-21T20:42:33.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:42:37.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968747',\n",
-       "  'created_date': '2022-04-21T20:13:10.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Dead Animal',\n",
-       "  'descriptor': 'Cat',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11435',\n",
-       "  'incident_address': '148-35 JAMAICA AVENUE',\n",
-       "  'street_name': 'JAMAICA AVENUE',\n",
-       "  'cross_street_1': '148 STREET',\n",
-       "  'cross_street_2': '149 STREET',\n",
-       "  'intersection_street_1': '148 STREET',\n",
-       "  'intersection_street_2': '149 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': 'JAMAICA AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Sanitation removed the items.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:40:19.000',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4096780094',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1038023',\n",
-       "  'y_coordinate_state_plane': '195030',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.701825681859944',\n",
-       "  'longitude': '-73.80606478668581',\n",
-       "  'location': {'latitude': '40.701825681859944',\n",
-       "   'longitude': '-73.80606478668581',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970922',\n",
-       "  'created_date': '2022-04-21T20:13:19.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Missed Collection',\n",
-       "  'descriptor': 'Recycling - Paper',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '10308',\n",
-       "  'incident_address': '3747 AMBOY ROAD',\n",
-       "  'street_name': 'AMBOY ROAD',\n",
-       "  'cross_street_1': 'FIELDWAY AVENUE',\n",
-       "  'cross_street_2': 'HIGHLAND ROAD',\n",
-       "  'intersection_street_1': 'FIELDWAY AVENUE',\n",
-       "  'intersection_street_2': 'HIGHLAND ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'AMBOY ROAD',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no condition at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-26T10:32:23.000',\n",
-       "  'community_board': '03 STATEN ISLAND',\n",
-       "  'bbl': '5046400022',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '944186',\n",
-       "  'y_coordinate_state_plane': '140436',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.55204955934229',\n",
-       "  'longitude': '-74.14416901830023',\n",
-       "  'location': {'latitude': '40.55204955934229',\n",
-       "   'longitude': '-74.14416901830023',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974652',\n",
-       "  'created_date': '2022-04-21T20:13:38.000',\n",
-       "  'closed_date': '2022-04-21T20:47:34.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:47:39.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975774',\n",
-       "  'created_date': '2022-04-21T20:13:45.000',\n",
-       "  'closed_date': '2022-04-21T20:47:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:47:57.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967700',\n",
-       "  'created_date': '2022-04-21T20:14:00.000',\n",
-       "  'closed_date': '2022-04-22T07:00:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise: Construction Before/After Hours (NM1)',\n",
-       "  'incident_zip': '11221',\n",
-       "  'incident_address': '582 JEFFERSON AVENUE',\n",
-       "  'street_name': 'JEFFERSON AVENUE',\n",
-       "  'cross_street_1': 'LEWIS AVE',\n",
-       "  'cross_street_2': 'STUYVESANT AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection did not observe a violation of the New York City Air/Noise Code at the time of inspection and could not issue a notice of violation. If the problem still exists, please call 311 and file a new complaint. If you are outside of New York City, please call (212) NEW-YORK (212-639-9675).',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:00:00.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3016550015',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1002386',\n",
-       "  'y_coordinate_state_plane': '188866',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68505173076061',\n",
-       "  'longitude': '-73.93460804244907',\n",
-       "  'location': {'latitude': '40.68505173076061',\n",
-       "   'longitude': '-73.93460804244907',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969956',\n",
-       "  'created_date': '2022-04-21T20:14:21.000',\n",
-       "  'closed_date': '2022-04-21T20:52:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11204',\n",
-       "  'incident_address': '1773 74 STREET',\n",
-       "  'street_name': '74 STREET',\n",
-       "  'cross_street_1': '17 AVENUE',\n",
-       "  'cross_street_2': '18 AVENUE',\n",
-       "  'intersection_street_1': '17 AVENUE',\n",
-       "  'intersection_street_2': '18 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '74 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:52:59.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3062040055',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '985316',\n",
-       "  'y_coordinate_state_plane': '163149',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.61448266788612',\n",
-       "  'longitude': '-73.99616044727624',\n",
-       "  'location': {'latitude': '40.61448266788612',\n",
-       "   'longitude': '-73.99616044727624',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968042',\n",
-       "  'created_date': '2022-04-21T20:14:27.000',\n",
-       "  'closed_date': '2022-04-21T20:49:46.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:49:51.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972598',\n",
-       "  'created_date': '2022-04-21T20:14:27.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'DOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10458',\n",
-       "  'incident_address': '2364 TIEBOUT AVENUE',\n",
-       "  'street_name': 'TIEBOUT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2030220001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012945',\n",
-       "  'y_coordinate_state_plane': '252098',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.858578939552075',\n",
-       "  'longitude': '-73.89626608620235',\n",
-       "  'location': {'latitude': '40.858578939552075',\n",
-       "   'longitude': '-73.89626608620235',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971451',\n",
-       "  'created_date': '2022-04-21T20:14:27.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'DOOR FRAME',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10458',\n",
-       "  'incident_address': '2364 TIEBOUT AVENUE',\n",
-       "  'street_name': 'TIEBOUT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2030220001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012945',\n",
-       "  'y_coordinate_state_plane': '252098',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.858578939552075',\n",
-       "  'longitude': '-73.89626608620235',\n",
-       "  'location': {'latitude': '40.858578939552075',\n",
-       "   'longitude': '-73.89626608620235',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975624',\n",
-       "  'created_date': '2022-04-21T20:14:43.000',\n",
-       "  'closed_date': '2022-04-21T23:37:01.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11411',\n",
-       "  'incident_address': '115-115 219 STREET',\n",
-       "  'street_name': '219 STREET',\n",
-       "  'cross_street_1': '115 ROAD',\n",
-       "  'cross_street_2': '116 AVENUE',\n",
-       "  'intersection_street_1': '115 ROAD',\n",
-       "  'intersection_street_2': '116 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CAMBRIA HEIGHTS',\n",
-       "  'landmark': '219 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T23:37:04.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4113010106',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1056345',\n",
-       "  'y_coordinate_state_plane': '193430',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69730376869937',\n",
-       "  'longitude': '-73.74000297548868',\n",
-       "  'location': {'latitude': '40.69730376869937',\n",
-       "   'longitude': '-73.74000297548868',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973610',\n",
-       "  'created_date': '2022-04-21T20:14:45.000',\n",
-       "  'closed_date': '2022-04-21T20:48:49.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:48:52.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969500',\n",
-       "  'created_date': '2022-04-21T20:15:00.000',\n",
-       "  'closed_date': '2022-04-21T20:25:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10471',\n",
-       "  'incident_address': '4601 HENRY HUDSON PARKWAY WEST',\n",
-       "  'street_name': 'HENRY HUDSON PARKWAY WEST',\n",
-       "  'cross_street_1': 'GRACE BELKIN WAY',\n",
-       "  'cross_street_2': 'WEST  247 STREET',\n",
-       "  'intersection_street_1': 'GRACE BELKIN WAY',\n",
-       "  'intersection_street_2': 'WEST  247 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'HENRY HUDSON PARKWAY WEST',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"This complaint does not fall under the Police Department's jurisdiction.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:25:32.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '2059111102',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1009545',\n",
-       "  'y_coordinate_state_plane': '264889',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89369666343267',\n",
-       "  'longitude': '-73.90850895752611',\n",
-       "  'location': {'latitude': '40.89369666343267',\n",
-       "   'longitude': '-73.90850895752611',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973596',\n",
-       "  'created_date': '2022-04-21T20:15:08.000',\n",
-       "  'closed_date': '2022-04-21T20:50:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:50:12.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973150',\n",
-       "  'created_date': '2022-04-21T20:15:16.000',\n",
-       "  'agency': 'DHS',\n",
-       "  'agency_name': 'Department of Homeless Services',\n",
-       "  'complaint_type': 'Homeless Person Assistance',\n",
-       "  'location_type': 'Subway',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'status': 'Assigned',\n",
-       "  'resolution_description': 'The Department of Homeless Services has sent a mobile outreach response team to the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:23:36.000',\n",
-       "  'community_board': 'Unspecified QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1025446',\n",
-       "  'y_coordinate_state_plane': '186996',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'bridge_highway_name': 'A',\n",
-       "  'bridge_highway_segment': 'Mezzanine',\n",
-       "  'latitude': '40.67984172494723',\n",
-       "  'longitude': '-73.85147344157015',\n",
-       "  'location': {'latitude': '40.67984172494723',\n",
-       "   'longitude': '-73.85147344157015',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972544',\n",
-       "  'created_date': '2022-04-21T20:15:30.000',\n",
-       "  'closed_date': '2022-04-21T21:08:25.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11433',\n",
-       "  'incident_address': '169-28 110 ROAD',\n",
-       "  'street_name': '110 ROAD',\n",
-       "  'cross_street_1': '169 STREET',\n",
-       "  'cross_street_2': 'MERRICK BOULEVARD',\n",
-       "  'intersection_street_1': '169 STREET',\n",
-       "  'intersection_street_2': 'MERRICK BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': '110 ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:08:28.000',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4102007501',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1044435',\n",
-       "  'y_coordinate_state_plane': '192515',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.6948813270915',\n",
-       "  'longitude': '-73.78296212753172',\n",
-       "  'location': {'latitude': '40.6948813270915',\n",
-       "   'longitude': '-73.78296212753172',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969774',\n",
-       "  'created_date': '2022-04-21T20:15:32.000',\n",
-       "  'closed_date': '2022-04-21T21:24:49.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10065',\n",
-       "  'incident_address': '400 EAST   62 STREET',\n",
-       "  'street_name': 'EAST   62 STREET',\n",
-       "  'cross_street_1': '1 AVENUE',\n",
-       "  'cross_street_2': 'YORK AVENUE',\n",
-       "  'intersection_street_1': '1 AVENUE',\n",
-       "  'intersection_street_2': 'YORK AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST   62 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department visited the location and has referred the complaint to the Department of Homeless Services (DHS) for further action. DHS will inspect the condition and update your Service Request with more information.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:24:54.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1014560046',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '995257',\n",
-       "  'y_coordinate_state_plane': '216655',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.761337531857315',\n",
-       "  'longitude': '-73.9602672251197',\n",
-       "  'location': {'latitude': '40.761337531857315',\n",
-       "   'longitude': '-73.9602672251197',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968053',\n",
-       "  'created_date': '2022-04-21T20:15:52.000',\n",
-       "  'closed_date': '2022-04-21T20:50:20.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:50:24.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971145',\n",
-       "  'created_date': '2022-04-21T20:15:55.000',\n",
-       "  'closed_date': '2022-04-21T20:55:58.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Overnight Commercial Storage',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11419',\n",
-       "  'incident_address': '117-20 101 AVENUE',\n",
-       "  'street_name': '101 AVENUE',\n",
-       "  'cross_street_1': '117 STREET',\n",
-       "  'cross_street_2': '118 STREET',\n",
-       "  'intersection_street_1': '117 STREET',\n",
-       "  'intersection_street_2': '118 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH RICHMOND HILL',\n",
-       "  'landmark': '101 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:56:04.000',\n",
-       "  'community_board': '09 QUEENS',\n",
-       "  'bbl': '4094850006',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1032105',\n",
-       "  'y_coordinate_state_plane': '190540',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.689535681506534',\n",
-       "  'longitude': '-73.82744021273209',\n",
-       "  'location': {'latitude': '40.689535681506534',\n",
-       "   'longitude': '-73.82744021273209',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972514',\n",
-       "  'created_date': '2022-04-21T20:16:03.000',\n",
-       "  'closed_date': '2022-04-21T20:51:25.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:51:29.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970228',\n",
-       "  'created_date': '2022-04-21T20:16:10.000',\n",
-       "  'closed_date': '2022-04-21T22:38:25.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '354 OCEAN AVENUE',\n",
-       "  'street_name': 'OCEAN AVENUE',\n",
-       "  'cross_street_1': 'EAST DRIVE',\n",
-       "  'cross_street_2': 'BRIGHTON LINE',\n",
-       "  'intersection_street_1': 'EAST DRIVE',\n",
-       "  'intersection_street_2': 'BRIGHTON LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'OCEAN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"This complaint does not fall under the Police Department's jurisdiction.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:38:28.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3050530038',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '994848',\n",
-       "  'y_coordinate_state_plane': '177651',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.654281299690346',\n",
-       "  'longitude': '-73.9618050132615',\n",
-       "  'location': {'latitude': '40.654281299690346',\n",
-       "   'longitude': '-73.9618050132615',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970100',\n",
-       "  'created_date': '2022-04-21T20:16:17.000',\n",
-       "  'closed_date': '2022-04-21T22:01:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11221',\n",
-       "  'incident_address': '654 JEFFERSON AVENUE',\n",
-       "  'street_name': 'JEFFERSON AVENUE',\n",
-       "  'cross_street_1': 'STUYVESANT AVENUE',\n",
-       "  'cross_street_2': 'MALCOLM X BOULEVARD',\n",
-       "  'intersection_street_1': 'STUYVESANT AVENUE',\n",
-       "  'intersection_street_2': 'MALCOLM X BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'JEFFERSON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:01:33.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3016560017',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003270',\n",
-       "  'y_coordinate_state_plane': '189000',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.685417674568036',\n",
-       "  'longitude': '-73.93142027626217',\n",
-       "  'location': {'latitude': '40.685417674568036',\n",
-       "   'longitude': '-73.93142027626217',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971362',\n",
-       "  'created_date': '2022-04-21T20:16:30.000',\n",
-       "  'closed_date': '2022-04-21T20:40:04.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:40:07.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968014',\n",
-       "  'created_date': '2022-04-21T20:16:34.000',\n",
-       "  'closed_date': '2022-04-21T20:53:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10472',\n",
-       "  'incident_address': '1184 EVERGREEN AVENUE',\n",
-       "  'street_name': 'EVERGREEN AVENUE',\n",
-       "  'cross_street_1': 'WATSON AVENUE',\n",
-       "  'cross_street_2': 'PELHAM LINE',\n",
-       "  'intersection_street_1': 'WATSON AVENUE',\n",
-       "  'intersection_street_2': 'PELHAM LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EVERGREEN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:53:04.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2037380033',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1017216',\n",
-       "  'y_coordinate_state_plane': '240879',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.82777118126042',\n",
-       "  'longitude': '-73.88088136896863',\n",
-       "  'location': {'latitude': '40.82777118126042',\n",
-       "   'longitude': '-73.88088136896863',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973509',\n",
-       "  'created_date': '2022-04-21T20:16:44.000',\n",
-       "  'closed_date': '2022-04-21T20:42:32.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Drinking',\n",
-       "  'descriptor': 'In Public',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10459',\n",
-       "  'incident_address': '830 EAST  163 STREET',\n",
-       "  'street_name': 'EAST  163 STREET',\n",
-       "  'cross_street_1': 'UNION AVENUE',\n",
-       "  'cross_street_2': 'PROSPECT AVENUE',\n",
-       "  'intersection_street_1': 'UNION AVENUE',\n",
-       "  'intersection_street_2': 'PROSPECT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  163 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:42:35.000',\n",
-       "  'community_board': '03 BRONX',\n",
-       "  'bbl': '2026770070',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011616',\n",
-       "  'y_coordinate_state_plane': '238851',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.822224027258486',\n",
-       "  'longitude': '-73.90112454024609',\n",
-       "  'location': {'latitude': '40.822224027258486',\n",
-       "   'longitude': '-73.90112454024609',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972217',\n",
-       "  'created_date': '2022-04-21T20:16:48.000',\n",
-       "  'closed_date': '2022-04-21T20:45:13.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11369',\n",
-       "  'incident_address': '32 AVENUE',\n",
-       "  'street_name': '32 AVENUE',\n",
-       "  'cross_street_1': '32 AVENUE',\n",
-       "  'cross_street_2': '107 STREET',\n",
-       "  'intersection_street_1': '32 AVENUE',\n",
-       "  'intersection_street_2': '107 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:45:17.000',\n",
-       "  'community_board': '03 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1022402',\n",
-       "  'y_coordinate_state_plane': '216148',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.75987048219063',\n",
-       "  'longitude': '-73.86228290980297',\n",
-       "  'location': {'latitude': '40.75987048219063',\n",
-       "   'longitude': '-73.86228290980297',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973595',\n",
-       "  'created_date': '2022-04-21T20:16:58.000',\n",
-       "  'closed_date': '2022-04-21T20:51:48.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:51:51.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972847',\n",
-       "  'created_date': '2022-04-21T20:17:00.000',\n",
-       "  'closed_date': '2022-04-21T22:25:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'No Water (WNW)',\n",
-       "  'incident_zip': '10026',\n",
-       "  'incident_address': '1330 5 AVENUE',\n",
-       "  'street_name': '5 AVENUE',\n",
-       "  'cross_street_1': 'E 111 ST',\n",
-       "  'cross_street_2': 'E 112 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environment Protection inspected your complaint but could not find the problem you reported. If the condition persists, please call 311 (or 212-639-9675 if calling from a non-New York City area code) with more detailed information to submit a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:25:00.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'bbl': '1015957501',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '998493',\n",
-       "  'y_coordinate_state_plane': '229945',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.79781044104941',\n",
-       "  'longitude': '-73.94855782800633',\n",
-       "  'location': {'latitude': '40.79781044104941',\n",
-       "   'longitude': '-73.94855782800633',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973276',\n",
-       "  'created_date': '2022-04-21T20:17:00.000',\n",
-       "  'closed_date': '2022-04-25T05:28:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Air Quality',\n",
-       "  'descriptor': 'Air: Odor/Fumes, Vehicle Idling (AD3)',\n",
-       "  'incident_zip': '10025',\n",
-       "  'intersection_street_1': 'BROADWAY',\n",
-       "  'intersection_street_2': 'WEST 106 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'MANHATTAN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection will keep the location under observation for idling commercial vehicles.Â\\xa0Summonses will be issued when warranted.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T05:28:00.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '993144',\n",
-       "  'y_coordinate_state_plane': '231233',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.801352652225354',\n",
-       "  'longitude': '-73.96787537678244',\n",
-       "  'location': {'latitude': '40.801352652225354',\n",
-       "   'longitude': '-73.96787537678244',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975932',\n",
-       "  'created_date': '2022-04-21T20:17:02.000',\n",
-       "  'closed_date': '2022-04-23T13:41:50.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '60 EAST  177 STREET',\n",
-       "  'street_name': 'EAST  177 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028270042',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1009472',\n",
-       "  'y_coordinate_state_plane': '248904',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84982297098418',\n",
-       "  'longitude': '-73.90883316869436',\n",
-       "  'location': {'latitude': '40.84982297098418',\n",
-       "   'longitude': '-73.90883316869436',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976445',\n",
-       "  'created_date': '2022-04-21T20:17:12.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Missed Collection',\n",
-       "  'descriptor': 'Trash',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11422',\n",
-       "  'incident_address': '255-46 148 DRIVE',\n",
-       "  'street_name': '148 DRIVE',\n",
-       "  'cross_street_1': 'WELLER LANE',\n",
-       "  'cross_street_2': '257 STREET',\n",
-       "  'intersection_street_1': 'WELLER LANE',\n",
-       "  'intersection_street_2': '257 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ROSEDALE',\n",
-       "  'landmark': '148 DRIVE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Sanitation collected the requested items.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T05:38:38.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4136680007',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1058087',\n",
-       "  'y_coordinate_state_plane': '177544',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.65368611699667',\n",
-       "  'longitude': '-73.73389485525178',\n",
-       "  'location': {'latitude': '40.65368611699667',\n",
-       "   'longitude': '-73.73389485525178',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971207',\n",
-       "  'created_date': '2022-04-21T20:17:26.000',\n",
-       "  'closed_date': '2022-04-21T21:26:37.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10458',\n",
-       "  'incident_address': '290 EAST  196 STREET',\n",
-       "  'street_name': 'EAST  196 STREET',\n",
-       "  'cross_street_1': 'BRIGGS AVENUE',\n",
-       "  'cross_street_2': 'BAINBRIDGE AVENUE',\n",
-       "  'intersection_street_1': 'BRIGGS AVENUE',\n",
-       "  'intersection_street_2': 'BAINBRIDGE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  196 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:26:42.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2032940047',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1014518',\n",
-       "  'y_coordinate_state_plane': '255065',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86671719934811',\n",
-       "  'longitude': '-73.8905662157189',\n",
-       "  'location': {'latitude': '40.86671719934811',\n",
-       "   'longitude': '-73.8905662157189',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969137',\n",
-       "  'created_date': '2022-04-21T20:17:39.000',\n",
-       "  'closed_date': '2022-04-21T20:42:43.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:42:47.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969308',\n",
-       "  'created_date': '2022-04-21T20:17:41.000',\n",
-       "  'closed_date': '2022-04-25T16:24:26.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11106',\n",
-       "  'incident_address': '31-35 CRESCENT STREET',\n",
-       "  'street_name': 'CRESCENT STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4005790036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004421',\n",
-       "  'y_coordinate_state_plane': '217880',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76468368198577',\n",
-       "  'longitude': '-73.92718359841146',\n",
-       "  'location': {'latitude': '40.76468368198577',\n",
-       "   'longitude': '-73.92718359841146',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974799',\n",
-       "  'created_date': '2022-04-21T20:17:42.000',\n",
-       "  'closed_date': '2022-04-25T16:24:26.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11106',\n",
-       "  'incident_address': '31-35 CRESCENT STREET',\n",
-       "  'street_name': 'CRESCENT STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4005790036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004421',\n",
-       "  'y_coordinate_state_plane': '217880',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76468368198577',\n",
-       "  'longitude': '-73.92718359841146',\n",
-       "  'location': {'latitude': '40.76468368198577',\n",
-       "   'longitude': '-73.92718359841146',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975729',\n",
-       "  'created_date': '2022-04-21T20:17:48.000',\n",
-       "  'closed_date': '2022-04-21T22:08:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Commercial',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Club/Bar/Restaurant',\n",
-       "  'incident_zip': '10002',\n",
-       "  'incident_address': '168 DELANCEY STREET',\n",
-       "  'street_name': 'DELANCEY STREET',\n",
-       "  'cross_street_1': 'DASHANE SANTANA WAY',\n",
-       "  'cross_street_2': 'ATTORNEY STREET',\n",
-       "  'intersection_street_1': 'DASHANE SANTANA WAY',\n",
-       "  'intersection_street_2': 'ATTORNEY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'DELANCEY STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:08:28.000',\n",
-       "  'community_board': '03 MANHATTAN',\n",
-       "  'bbl': '1003480075',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '988255',\n",
-       "  'y_coordinate_state_plane': '200741',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.717663498467786',\n",
-       "  'longitude': '-73.98555233173919',\n",
-       "  'location': {'latitude': '40.717663498467786',\n",
-       "   'longitude': '-73.98555233173919',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968046',\n",
-       "  'created_date': '2022-04-21T20:17:53.000',\n",
-       "  'closed_date': '2022-04-21T20:41:16.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:41:19.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973270',\n",
-       "  'created_date': '2022-04-21T20:18:00.000',\n",
-       "  'closed_date': '2022-04-21T20:45:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'Veh Signal Lamp',\n",
-       "  'incident_zip': '11207',\n",
-       "  'intersection_street_1': 'FLATLANDS AVENUE',\n",
-       "  'intersection_street_2': 'LOUISIANA AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:45:00.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1014772',\n",
-       "  'y_coordinate_state_plane': '176527',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65114990776361',\n",
-       "  'longitude': '-73.89000444066276',\n",
-       "  'location': {'latitude': '40.65114990776361',\n",
-       "   'longitude': '-73.89000444066276',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969128',\n",
-       "  'created_date': '2022-04-21T20:18:05.000',\n",
-       "  'closed_date': '2022-04-21T20:39:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:57.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969118',\n",
-       "  'created_date': '2022-04-21T20:18:22.000',\n",
-       "  'closed_date': '2022-04-21T21:29:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11222',\n",
-       "  'incident_address': '55 FRANKLIN STREET',\n",
-       "  'street_name': 'FRANKLIN STREET',\n",
-       "  'cross_street_1': 'CALYER STREET',\n",
-       "  'cross_street_2': 'OAK STREET',\n",
-       "  'intersection_street_1': 'CALYER STREET',\n",
-       "  'intersection_street_2': 'OAK STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FRANKLIN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:29:12.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3025710024',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996104',\n",
-       "  'y_coordinate_state_plane': '204373',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.727625423754894',\n",
-       "  'longitude': '-73.95723139389237',\n",
-       "  'location': {'latitude': '40.727625423754894',\n",
-       "   'longitude': '-73.95723139389237',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975816',\n",
-       "  'created_date': '2022-04-21T20:18:29.000',\n",
-       "  'closed_date': '2022-04-21T20:57:24.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11221',\n",
-       "  'incident_address': '858 JEFFERSON AVENUE',\n",
-       "  'street_name': 'JEFFERSON AVENUE',\n",
-       "  'cross_street_1': 'RALPH AVENUE',\n",
-       "  'cross_street_2': 'HOWARD AVENUE',\n",
-       "  'intersection_street_1': 'RALPH AVENUE',\n",
-       "  'intersection_street_2': 'HOWARD AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'JEFFERSON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:57:29.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3014870010',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1005637',\n",
-       "  'y_coordinate_state_plane': '189358',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68639489939395',\n",
-       "  'longitude': '-73.92288453806076',\n",
-       "  'location': {'latitude': '40.68639489939395',\n",
-       "   'longitude': '-73.92288453806076',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969708',\n",
-       "  'created_date': '2022-04-21T20:18:29.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Failed Street Repair',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11358',\n",
-       "  'incident_address': '43-11 159 STREET',\n",
-       "  'street_name': '159 STREET',\n",
-       "  'cross_street_1': '43 AVENUE',\n",
-       "  'cross_street_2': '45 AVENUE',\n",
-       "  'intersection_street_1': '43 AVENUE',\n",
-       "  'intersection_street_2': '45 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'landmark': '159 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Transportation will inspect the condition and will determine the next action.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T09:54:05.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'bbl': '4054170029',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037706',\n",
-       "  'y_coordinate_state_plane': '215714',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.758599981383284',\n",
-       "  'longitude': '-73.80704373887977',\n",
-       "  'location': {'latitude': '40.758599981383284',\n",
-       "   'longitude': '-73.80704373887977',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975316',\n",
-       "  'created_date': '2022-04-21T20:18:50.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Missed Collection',\n",
-       "  'descriptor': 'Trash',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11423',\n",
-       "  'incident_address': '99-14 191 STREET',\n",
-       "  'street_name': '191 STREET',\n",
-       "  'cross_street_1': 'HOLLIS AVENUE',\n",
-       "  'cross_street_2': '102 AVENUE',\n",
-       "  'intersection_street_1': 'HOLLIS AVENUE',\n",
-       "  'intersection_street_2': '102 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'HOLLIS',\n",
-       "  'landmark': '191 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4108370037',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1048812',\n",
-       "  'y_coordinate_state_plane': '197697',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.70907380350346',\n",
-       "  'longitude': '-73.76712827597673',\n",
-       "  'location': {'latitude': '40.70907380350346',\n",
-       "   'longitude': '-73.76712827597673',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974524',\n",
-       "  'created_date': '2022-04-21T20:18:56.000',\n",
-       "  'closed_date': '2022-04-21T20:45:22.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '22-31 33 STREET',\n",
-       "  'street_name': '33 STREET',\n",
-       "  'cross_street_1': 'DITMARS BOULEVARD',\n",
-       "  'cross_street_2': 'AMTRAK-CONNECTING RAIL LINE',\n",
-       "  'intersection_street_1': 'DITMARS BOULEVARD',\n",
-       "  'intersection_street_2': 'AMTRAK-CONNECTING RAIL LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': '33 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:45:27.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4008320019',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1009083',\n",
-       "  'y_coordinate_state_plane': '221556',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.77476147396881',\n",
-       "  'longitude': '-73.91034041639864',\n",
-       "  'location': {'latitude': '40.77476147396881',\n",
-       "   'longitude': '-73.91034041639864',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974030',\n",
-       "  'created_date': '2022-04-21T20:18:58.000',\n",
-       "  'closed_date': '2022-04-22T04:22:55.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10453',\n",
-       "  'incident_address': '1739 GRAND AVENUE',\n",
-       "  'street_name': 'GRAND AVENUE',\n",
-       "  'cross_street_1': 'WEST  176 STREET',\n",
-       "  'cross_street_2': 'WEST TREMONT AVENUE',\n",
-       "  'intersection_street_1': 'WEST  176 STREET',\n",
-       "  'intersection_street_2': 'WEST TREMONT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'GRAND AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T04:23:03.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2028670086',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1008233',\n",
-       "  'y_coordinate_state_plane': '248798',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84953548480872',\n",
-       "  'longitude': '-73.9133120043025',\n",
-       "  'location': {'latitude': '40.84953548480872',\n",
-       "   'longitude': '-73.9133120043025',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975208',\n",
-       "  'created_date': '2022-04-21T20:18:59.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Day Care',\n",
-       "  'descriptor': 'Day Care Facility',\n",
-       "  'location_type': 'Private House',\n",
-       "  'incident_zip': '10469',\n",
-       "  'incident_address': '1469 OAKLEY STREET',\n",
-       "  'street_name': 'OAKLEY STREET',\n",
-       "  'cross_street_1': 'FENTON AVENUE',\n",
-       "  'cross_street_2': 'EAST  221 STREET',\n",
-       "  'intersection_street_1': 'FENTON AVENUE',\n",
-       "  'intersection_street_2': 'EAST  221 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'OAKLEY STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2047150127',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1025844',\n",
-       "  'y_coordinate_state_plane': '259995',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.8802024127065',\n",
-       "  'longitude': '-73.84958658947635',\n",
-       "  'location': {'latitude': '40.8802024127065',\n",
-       "   'longitude': '-73.84958658947635',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53981195',\n",
-       "  'created_date': '2022-04-21T20:19:10.000',\n",
-       "  'closed_date': '2022-04-22T00:00:00.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'General Construction/Plumbing',\n",
-       "  'descriptor': 'Building Permit - None',\n",
-       "  'incident_zip': '11225',\n",
-       "  'incident_address': '671 FLATBUSH AVENUE',\n",
-       "  'street_name': 'FLATBUSH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Assigned',\n",
-       "  'resolution_description': 'The Department of Buildings has reviewed this complaint and determnined that it would be best addressed by the Office of Operations.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3050450006',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995306',\n",
-       "  'y_coordinate_state_plane': '178601',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65688828152836',\n",
-       "  'longitude': '-73.96015283290863',\n",
-       "  'location': {'latitude': '40.65688828152836',\n",
-       "   'longitude': '-73.96015283290863',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970239',\n",
-       "  'created_date': '2022-04-21T20:19:11.000',\n",
-       "  'closed_date': '2022-04-21T20:39:44.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:48.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970249',\n",
-       "  'created_date': '2022-04-21T20:19:15.000',\n",
-       "  'closed_date': '2022-04-21T20:54:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:54:26.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974648',\n",
-       "  'created_date': '2022-04-21T20:19:15.000',\n",
-       "  'closed_date': '2022-04-21T20:52:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:52:03.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973592',\n",
-       "  'created_date': '2022-04-21T20:19:22.000',\n",
-       "  'closed_date': '2022-04-21T20:38:17.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10463',\n",
-       "  'incident_address': '3064 BAILEY AVENUE',\n",
-       "  'street_name': 'BAILEY AVENUE',\n",
-       "  'cross_street_1': 'ALBANY CRESCENT',\n",
-       "  'cross_street_2': 'WEST  231 STREET',\n",
-       "  'intersection_street_1': 'ALBANY CRESCENT',\n",
-       "  'intersection_street_2': 'WEST  231 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'BAILEY AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:38:22.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '2032610018',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011106',\n",
-       "  'y_coordinate_state_plane': '258970',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.87744626039504',\n",
-       "  'longitude': '-73.90288661957172',\n",
-       "  'location': {'latitude': '40.87744626039504',\n",
-       "   'longitude': '-73.90288661957172',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973666',\n",
-       "  'created_date': '2022-04-21T20:19:49.000',\n",
-       "  'closed_date': '2022-04-22T00:18:21.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Car/Truck Music',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10039',\n",
-       "  'incident_address': '7 AVENUE',\n",
-       "  'street_name': '7 AVENUE',\n",
-       "  'cross_street_1': '7 AVENUE',\n",
-       "  'cross_street_2': 'WEST  149 STREET',\n",
-       "  'intersection_street_1': '7 AVENUE',\n",
-       "  'intersection_street_2': 'WEST  149 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:18:25.000',\n",
-       "  'community_board': '10 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001624',\n",
-       "  'y_coordinate_state_plane': '239556',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.82418435676449',\n",
-       "  'longitude': '-73.93722456230195',\n",
-       "  'location': {'latitude': '40.82418435676449',\n",
-       "   'longitude': '-73.93722456230195',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969113',\n",
-       "  'created_date': '2022-04-21T20:19:50.000',\n",
-       "  'closed_date': '2022-04-21T21:17:58.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11201',\n",
-       "  'incident_address': '234 SANDS STREET',\n",
-       "  'street_name': 'SANDS STREET',\n",
-       "  'cross_street_1': 'BIKE PATH',\n",
-       "  'cross_street_2': 'NAVY STREET',\n",
-       "  'intersection_street_1': 'BIKE PATH',\n",
-       "  'intersection_street_2': 'NAVY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SANDS STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:18:01.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3000900001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '989967',\n",
-       "  'y_coordinate_state_plane': '194185',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.69966789052711',\n",
-       "  'longitude': '-73.97938201636997',\n",
-       "  'location': {'latitude': '40.69966789052711',\n",
-       "   'longitude': '-73.97938201636997',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974826',\n",
-       "  'created_date': '2022-04-21T20:19:57.000',\n",
-       "  'closed_date': '2022-04-25T16:24:26.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11106',\n",
-       "  'incident_address': '31-35 CRESCENT STREET',\n",
-       "  'street_name': 'CRESCENT STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4005790036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004421',\n",
-       "  'y_coordinate_state_plane': '217880',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76468368198577',\n",
-       "  'longitude': '-73.92718359841146',\n",
-       "  'location': {'latitude': '40.76468368198577',\n",
-       "   'longitude': '-73.92718359841146',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975409',\n",
-       "  'created_date': '2022-04-21T20:20:00.000',\n",
-       "  'closed_date': '2022-04-25T05:28:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Noise',\n",
-       "  'descriptor': 'Noise: Alarms (NR3)',\n",
-       "  'incident_zip': '10022',\n",
-       "  'incident_address': '942 1 AVENUE',\n",
-       "  'street_name': '1 AVENUE',\n",
-       "  'cross_street_1': 'E 51 ST',\n",
-       "  'cross_street_2': 'E 52 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection researched this complaint and determined that it could be closed.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T05:28:00.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'bbl': '1013630048',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '993851',\n",
-       "  'y_coordinate_state_plane': '214334',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.75496861914758',\n",
-       "  'longitude': '-73.9653458803441',\n",
-       "  'location': {'latitude': '40.75496861914758',\n",
-       "   'longitude': '-73.9653458803441',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969219',\n",
-       "  'created_date': '2022-04-21T20:20:01.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'DOOR/WINDOW',\n",
-       "  'descriptor': 'DOOR',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11233',\n",
-       "  'incident_address': '1435 HERKIMER STREET',\n",
-       "  'street_name': 'HERKIMER STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '16 BROOKLYN',\n",
-       "  'bbl': '3015540065',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1010356',\n",
-       "  'y_coordinate_state_plane': '186033',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67725587512683',\n",
-       "  'longitude': '-73.90588205457627',\n",
-       "  'location': {'latitude': '40.67725587512683',\n",
-       "   'longitude': '-73.90588205457627',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974643',\n",
-       "  'created_date': '2022-04-21T20:20:18.000',\n",
-       "  'closed_date': '2022-04-21T20:39:33.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:37.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969109',\n",
-       "  'created_date': '2022-04-21T20:20:36.000',\n",
-       "  'closed_date': '2022-04-21T21:23:21.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10469',\n",
-       "  'incident_address': '1073 WARING AVENUE',\n",
-       "  'street_name': 'WARING AVENUE',\n",
-       "  'cross_street_1': 'LURTING AVENUE',\n",
-       "  'cross_street_2': 'LACONIA AVENUE',\n",
-       "  'intersection_street_1': 'LURTING AVENUE',\n",
-       "  'intersection_street_2': 'LACONIA AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'WARING AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:23:27.000',\n",
-       "  'community_board': '11 BRONX',\n",
-       "  'bbl': '2044490001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1023867',\n",
-       "  'y_coordinate_state_plane': '253053',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86115786799987',\n",
-       "  'longitude': '-73.8567769055043',\n",
-       "  'location': {'latitude': '40.86115786799987',\n",
-       "   'longitude': '-73.8567769055043',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975787',\n",
-       "  'created_date': '2022-04-21T20:20:38.000',\n",
-       "  'closed_date': '2022-04-21T20:43:08.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:43:12.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974795',\n",
-       "  'created_date': '2022-04-21T20:20:39.000',\n",
-       "  'closed_date': '2022-04-25T16:24:26.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11106',\n",
-       "  'incident_address': '31-35 CRESCENT STREET',\n",
-       "  'street_name': 'CRESCENT STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4005790036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004421',\n",
-       "  'y_coordinate_state_plane': '217880',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76468368198577',\n",
-       "  'longitude': '-73.92718359841146',\n",
-       "  'location': {'latitude': '40.76468368198577',\n",
-       "   'longitude': '-73.92718359841146',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968188',\n",
-       "  'created_date': '2022-04-21T20:20:40.000',\n",
-       "  'closed_date': '2022-04-25T16:24:26.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11106',\n",
-       "  'incident_address': '31-35 CRESCENT STREET',\n",
-       "  'street_name': 'CRESCENT STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4005790036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004421',\n",
-       "  'y_coordinate_state_plane': '217880',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76468368198577',\n",
-       "  'longitude': '-73.92718359841146',\n",
-       "  'location': {'latitude': '40.76468368198577',\n",
-       "   'longitude': '-73.92718359841146',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970244',\n",
-       "  'created_date': '2022-04-21T20:20:50.000',\n",
-       "  'closed_date': '2022-04-21T20:42:57.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:43:02.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971678',\n",
-       "  'created_date': '2022-04-21T20:20:50.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'incident_address': '1047 HANCOCK STREET',\n",
-       "  'street_name': 'HANCOCK STREET',\n",
-       "  'cross_street_1': 'BUSHWICK AVENUE',\n",
-       "  'cross_street_2': 'EVERGREEN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The Department of Transportation referred this complaint to the appropriate Maintenance Unit for repair.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:20:50.000',\n",
-       "  'community_board': 'Unspecified BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN'},\n",
-       " {'unique_key': '53973588',\n",
-       "  'created_date': '2022-04-21T20:20:54.000',\n",
-       "  'closed_date': '2022-04-21T21:30:02.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11222',\n",
-       "  'incident_address': '55 FRANKLIN STREET',\n",
-       "  'street_name': 'FRANKLIN STREET',\n",
-       "  'cross_street_1': 'CALYER STREET',\n",
-       "  'cross_street_2': 'OAK STREET',\n",
-       "  'intersection_street_1': 'CALYER STREET',\n",
-       "  'intersection_street_2': 'OAK STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'FRANKLIN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:30:07.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3025710024',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '996104',\n",
-       "  'y_coordinate_state_plane': '204373',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.727625423754894',\n",
-       "  'longitude': '-73.95723139389237',\n",
-       "  'location': {'latitude': '40.727625423754894',\n",
-       "   'longitude': '-73.95723139389237',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971253',\n",
-       "  'created_date': '2022-04-21T20:21:10.000',\n",
-       "  'closed_date': '2022-04-21T21:31:06.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Drinking',\n",
-       "  'descriptor': 'In Public',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10459',\n",
-       "  'incident_address': '830 EAST  163 STREET',\n",
-       "  'street_name': 'EAST  163 STREET',\n",
-       "  'cross_street_1': 'UNION AVENUE',\n",
-       "  'cross_street_2': 'PROSPECT AVENUE',\n",
-       "  'intersection_street_1': 'UNION AVENUE',\n",
-       "  'intersection_street_2': 'PROSPECT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  163 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:31:09.000',\n",
-       "  'community_board': '03 BRONX',\n",
-       "  'bbl': '2026770070',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011616',\n",
-       "  'y_coordinate_state_plane': '238851',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.822224027258486',\n",
-       "  'longitude': '-73.90112454024609',\n",
-       "  'location': {'latitude': '40.822224027258486',\n",
-       "   'longitude': '-73.90112454024609',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970241',\n",
-       "  'created_date': '2022-04-21T20:21:25.000',\n",
-       "  'closed_date': '2022-04-21T20:42:14.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:42:22.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970625',\n",
-       "  'created_date': '2022-04-21T20:21:25.000',\n",
-       "  'closed_date': '2022-04-21T23:37:15.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11411',\n",
-       "  'incident_address': '115-115 219 STREET',\n",
-       "  'street_name': '219 STREET',\n",
-       "  'cross_street_1': '115 ROAD',\n",
-       "  'cross_street_2': '116 AVENUE',\n",
-       "  'intersection_street_1': '115 ROAD',\n",
-       "  'intersection_street_2': '116 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'CAMBRIA HEIGHTS',\n",
-       "  'landmark': '219 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T23:37:18.000',\n",
-       "  'community_board': '13 QUEENS',\n",
-       "  'bbl': '4113010106',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1056345',\n",
-       "  'y_coordinate_state_plane': '193430',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69730376869937',\n",
-       "  'longitude': '-73.74000297548868',\n",
-       "  'location': {'latitude': '40.69730376869937',\n",
-       "   'longitude': '-73.74000297548868',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970300',\n",
-       "  'created_date': '2022-04-21T20:21:43.000',\n",
-       "  'closed_date': '2022-04-21T21:20:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11206',\n",
-       "  'incident_address': '124 SCHOLES STREET',\n",
-       "  'street_name': 'SCHOLES STREET',\n",
-       "  'cross_street_1': 'MANHATTAN AVENUE',\n",
-       "  'cross_street_2': 'GRAHAM AVENUE',\n",
-       "  'intersection_street_1': 'MANHATTAN AVENUE',\n",
-       "  'intersection_street_2': 'GRAHAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SCHOLES STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:20:04.000',\n",
-       "  'community_board': '01 BROOKLYN',\n",
-       "  'bbl': '3030430008',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '999592',\n",
-       "  'y_coordinate_state_plane': '197465',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.708659264922524',\n",
-       "  'longitude': '-73.94466262195436',\n",
-       "  'location': {'latitude': '40.708659264922524',\n",
-       "   'longitude': '-73.94466262195436',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975828',\n",
-       "  'created_date': '2022-04-21T20:21:52.000',\n",
-       "  'closed_date': '2022-04-21T21:25:38.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Street/Sidewalk',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10468',\n",
-       "  'incident_address': '2406 UNIVERSITY AVENUE',\n",
-       "  'street_name': 'UNIVERSITY AVENUE',\n",
-       "  'cross_street_1': 'MICHAEL REIDY PATHWAY',\n",
-       "  'cross_street_2': 'FATHER ZEISER PLACE',\n",
-       "  'intersection_street_1': 'MICHAEL REIDY PATHWAY',\n",
-       "  'intersection_street_2': 'FATHER ZEISER PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'UNIVERSITY AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:25:42.000',\n",
-       "  'community_board': '07 BRONX',\n",
-       "  'bbl': '2032130001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1010608',\n",
-       "  'y_coordinate_state_plane': '253738',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.86308752975271',\n",
-       "  'longitude': '-73.90470800602057',\n",
-       "  'location': {'latitude': '40.86308752975271',\n",
-       "   'longitude': '-73.90470800602057',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970254',\n",
-       "  'created_date': '2022-04-21T20:22:00.000',\n",
-       "  'closed_date': '2022-04-21T20:42:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:42:27.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974303',\n",
-       "  'created_date': '2022-04-21T20:22:00.000',\n",
-       "  'closed_date': '2022-04-22T00:20:00.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Traffic Signal Condition',\n",
-       "  'descriptor': 'Ped Multiple Lamps',\n",
-       "  'incident_zip': '10019',\n",
-       "  'intersection_street_1': '5 AVENUE',\n",
-       "  'intersection_street_2': 'EAST 58 STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'MANHATTAN',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Service Request status for this request is available on the Department of Transportationâ\\x80\\x99s website. Please click the â\\x80\\x9cLearn Moreâ\\x80\\x9d link below.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:20:00.000',\n",
-       "  'community_board': '05 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '991601',\n",
-       "  'y_coordinate_state_plane': '217499',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.76365789029119',\n",
-       "  'longitude': '-73.97346363241188',\n",
-       "  'location': {'latitude': '40.76365789029119',\n",
-       "   'longitude': '-73.97346363241188',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967904',\n",
-       "  'created_date': '2022-04-21T20:22:05.000',\n",
-       "  'closed_date': '2022-04-21T21:53:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11228',\n",
-       "  'incident_address': '7903 15 AVENUE',\n",
-       "  'street_name': '15 AVENUE',\n",
-       "  'cross_street_1': '79 STREET',\n",
-       "  'cross_street_2': '80 STREET',\n",
-       "  'intersection_street_1': '79 STREET',\n",
-       "  'intersection_street_2': '80 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '15 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:53:32.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3062700007',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '982728',\n",
-       "  'y_coordinate_state_plane': '163435',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.615267612169006',\n",
-       "  'longitude': '-74.00548205249932',\n",
-       "  'location': {'latitude': '40.615267612169006',\n",
-       "   'longitude': '-74.00548205249932',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973575',\n",
-       "  'created_date': '2022-04-21T20:22:19.000',\n",
-       "  'closed_date': '2022-04-21T20:52:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10462',\n",
-       "  'incident_address': '1640 METROPOLITAN AVENUE',\n",
-       "  'street_name': 'METROPOLITAN AVENUE',\n",
-       "  'cross_street_1': 'RED OAK DRIVE',\n",
-       "  'cross_street_2': 'LINDEN DRIVE',\n",
-       "  'intersection_street_1': 'RED OAK DRIVE',\n",
-       "  'intersection_street_2': 'LINDEN DRIVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'METROPOLITAN AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:52:44.000',\n",
-       "  'community_board': '09 BRONX',\n",
-       "  'bbl': '2039437501',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1023921',\n",
-       "  'y_coordinate_state_plane': '245429',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.84023203193575',\n",
-       "  'longitude': '-73.85662679738765',\n",
-       "  'location': {'latitude': '40.84023203193575',\n",
-       "   'longitude': '-73.85662679738765',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968901',\n",
-       "  'created_date': '2022-04-21T20:22:25.000',\n",
-       "  'closed_date': '2022-04-21T21:36:54.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11378',\n",
-       "  'incident_address': '58-49 61 STREET',\n",
-       "  'street_name': '61 STREET',\n",
-       "  'cross_street_1': 'FLUSHING AVENUE',\n",
-       "  'cross_street_2': '59 AVENUE',\n",
-       "  'intersection_street_1': 'FLUSHING AVENUE',\n",
-       "  'intersection_street_2': '59 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'MASPETH',\n",
-       "  'landmark': '61 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department reviewed your complaint and provided additional information below.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:36:57.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'bbl': '4027390005',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1011081',\n",
-       "  'y_coordinate_state_plane': '201251',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.71902354487861',\n",
-       "  'longitude': '-73.90320764678638',\n",
-       "  'location': {'latitude': '40.71902354487861',\n",
-       "   'longitude': '-73.90320764678638',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972516',\n",
-       "  'created_date': '2022-04-21T20:22:27.000',\n",
-       "  'closed_date': '2022-04-21T20:42:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:42:04.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969571',\n",
-       "  'created_date': '2022-04-21T20:22:29.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Unleashed Dog',\n",
-       "  'descriptor': 'Unleashed Dog in Public',\n",
-       "  'location_type': 'Public/Unfenced Area',\n",
-       "  'incident_zip': '10025',\n",
-       "  'incident_address': '172 WEST  107 STREET',\n",
-       "  'street_name': 'WEST  107 STREET',\n",
-       "  'cross_street_1': 'COLUMBUS AVENUE',\n",
-       "  'cross_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'intersection_street_1': 'COLUMBUS AVENUE',\n",
-       "  'intersection_street_2': 'AMSTERDAM AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'WEST  107 STREET',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has sent official written documentation to the Owner or Landlord warning them of potential violations and instructing them to correct the situation. If the situation persists 21 days after the initial complaint, please submit a new Service Request.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:55:21.000',\n",
-       "  'community_board': '07 MANHATTAN',\n",
-       "  'bbl': '1018610060',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '994143',\n",
-       "  'y_coordinate_state_plane': '230997',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.800703834781764',\n",
-       "  'longitude': '-73.96426739357919',\n",
-       "  'location': {'latitude': '40.800703834781764',\n",
-       "   'longitude': '-73.96426739357919',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973604',\n",
-       "  'created_date': '2022-04-21T20:22:32.000',\n",
-       "  'closed_date': '2022-04-21T20:40:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:40:32.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976435',\n",
-       "  'created_date': '2022-04-21T20:22:47.000',\n",
-       "  'closed_date': '2022-04-23T12:35:56.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Missed Collection',\n",
-       "  'descriptor': 'Bulky Recycling',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11234',\n",
-       "  'incident_address': '1298 EAST   51 STREET',\n",
-       "  'street_name': 'EAST   51 STREET',\n",
-       "  'cross_street_1': 'AVENUE I',\n",
-       "  'cross_street_2': 'AVENUE J',\n",
-       "  'intersection_street_1': 'AVENUE I',\n",
-       "  'intersection_street_2': 'AVENUE J',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST   51 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation collected the requested items.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:49:00.000',\n",
-       "  'community_board': '18 BROOKLYN',\n",
-       "  'bbl': '3077760067',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1004518',\n",
-       "  'y_coordinate_state_plane': '168553',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.629292397858414',\n",
-       "  'longitude': '-73.92698186467241',\n",
-       "  'location': {'latitude': '40.629292397858414',\n",
-       "   'longitude': '-73.92698186467241',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969273',\n",
-       "  'created_date': '2022-04-21T20:23:00.000',\n",
-       "  'closed_date': '2022-04-25T07:17:49.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11225',\n",
-       "  'incident_address': '671 FLATBUSH AVENUE',\n",
-       "  'street_name': 'FLATBUSH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '09 BROOKLYN',\n",
-       "  'bbl': '3050450006',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995306',\n",
-       "  'y_coordinate_state_plane': '178601',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65688828152836',\n",
-       "  'longitude': '-73.96015283290863',\n",
-       "  'location': {'latitude': '40.65688828152836',\n",
-       "   'longitude': '-73.96015283290863',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971491',\n",
-       "  'created_date': '2022-04-21T20:23:00.000',\n",
-       "  'closed_date': '2022-04-22T17:26:48.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'APARTMENT ONLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10455',\n",
-       "  'incident_address': '729 EAGLE AVENUE',\n",
-       "  'street_name': 'EAGLE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development was not able to gain access to your apartment or others in the building to inspect for a lack of heat or hot water. The complaint has been closed. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '01 BRONX',\n",
-       "  'bbl': '2026170048',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1009164',\n",
-       "  'y_coordinate_state_plane': '237467',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.81843259588536',\n",
-       "  'longitude': '-73.90998893631077',\n",
-       "  'location': {'latitude': '40.81843259588536',\n",
-       "   'longitude': '-73.90998893631077',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972160',\n",
-       "  'created_date': '2022-04-21T20:23:00.000',\n",
-       "  'closed_date': '2022-04-21T22:55:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Sewer',\n",
-       "  'descriptor': 'Sewer Backup (Use Comments) (SA)',\n",
-       "  'incident_zip': '11355',\n",
-       "  'incident_address': '154-02 59 AVENUE',\n",
-       "  'street_name': '59 AVENUE',\n",
-       "  'cross_street_1': 'KISSENA BLVD',\n",
-       "  'cross_street_2': '154 PL',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'FLUSHING',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection has investigated this complaint. Surcharge conditions have been confirmed and attributed to grease. Work was performed to relieve the blockage.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:55:00.000',\n",
-       "  'community_board': '07 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1035572',\n",
-       "  'y_coordinate_state_plane': '209213',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.74076906057845',\n",
-       "  'longitude': '-73.8147962747256',\n",
-       "  'location': {'latitude': '40.74076906057845',\n",
-       "   'longitude': '-73.8147962747256',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971834',\n",
-       "  'created_date': '2022-04-21T20:23:19.000',\n",
-       "  'closed_date': '2022-04-22T03:59:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11238',\n",
-       "  'incident_address': '899 BERGEN STREET',\n",
-       "  'street_name': 'BERGEN STREET',\n",
-       "  'cross_street_1': 'CLASSON AVENUE',\n",
-       "  'cross_street_2': 'FRANKLIN AVENUE SHUTTLE LINE',\n",
-       "  'intersection_street_1': 'CLASSON AVENUE',\n",
-       "  'intersection_street_2': 'FRANKLIN AVENUE SHUTTLE LINE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BERGEN STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T03:59:27.000',\n",
-       "  'community_board': '08 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '995986',\n",
-       "  'y_coordinate_state_plane': '186008',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.67721797068917',\n",
-       "  'longitude': '-73.95768913620907',\n",
-       "  'location': {'latitude': '40.67721797068917',\n",
-       "   'longitude': '-73.95768913620907',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968041',\n",
-       "  'created_date': '2022-04-21T20:23:22.000',\n",
-       "  'closed_date': '2022-04-21T20:39:07.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:39:12.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971217',\n",
-       "  'created_date': '2022-04-21T20:23:32.000',\n",
-       "  'closed_date': '2022-04-21T21:11:17.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10304',\n",
-       "  'incident_address': '579 RICHMOND ROAD',\n",
-       "  'street_name': 'RICHMOND ROAD',\n",
-       "  'cross_street_1': 'MARY STREET',\n",
-       "  'cross_street_2': 'CUNARD PLACE',\n",
-       "  'intersection_street_1': 'MARY STREET',\n",
-       "  'intersection_street_2': 'CUNARD PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'RICHMOND ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:11:21.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '959856',\n",
-       "  'y_coordinate_state_plane': '162398',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.61238781314193',\n",
-       "  'longitude': '-74.08786034299222',\n",
-       "  'location': {'latitude': '40.61238781314193',\n",
-       "   'longitude': '-74.08786034299222',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970240',\n",
-       "  'created_date': '2022-04-21T20:23:38.000',\n",
-       "  'closed_date': '2022-04-21T20:38:37.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:38:42.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975657',\n",
-       "  'created_date': '2022-04-21T20:23:39.000',\n",
-       "  'closed_date': '2022-04-21T20:23:39.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Street Condition',\n",
-       "  'descriptor': 'Pothole',\n",
-       "  'incident_address': 'SOUTH RAILROAD AVENUE',\n",
-       "  'street_name': 'SOUTH RAILROAD AVENUE',\n",
-       "  'cross_street_1': 'BEDFORD AVENUE',\n",
-       "  'cross_street_2': 'MIDLAND AVENUE',\n",
-       "  'address_type': 'BLOCKFACE',\n",
-       "  'facility_type': 'N/A',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:23:39.000',\n",
-       "  'community_board': '0 Unspecified',\n",
-       "  'borough': 'Unspecified',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'Unspecified'},\n",
-       " {'unique_key': '53972692',\n",
-       "  'created_date': '2022-04-21T20:23:44.000',\n",
-       "  'closed_date': '2022-04-25T16:24:26.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11106',\n",
-       "  'incident_address': '31-35 CRESCENT STREET',\n",
-       "  'street_name': 'CRESCENT STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T00:00:00.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'bbl': '4005790036',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1004421',\n",
-       "  'y_coordinate_state_plane': '217880',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.76468368198577',\n",
-       "  'longitude': '-73.92718359841146',\n",
-       "  'location': {'latitude': '40.76468368198577',\n",
-       "   'longitude': '-73.92718359841146',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974867',\n",
-       "  'created_date': '2022-04-21T20:23:44.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'PLUMBING',\n",
-       "  'descriptor': 'WATER SUPPLY',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11208',\n",
-       "  'incident_address': '3160 FULTON STREET',\n",
-       "  'street_name': 'FULTON STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3041370122',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1017972',\n",
-       "  'y_coordinate_state_plane': '187724',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.681871545891624',\n",
-       "  'longitude': '-73.87841624754331',\n",
-       "  'location': {'latitude': '40.681871545891624',\n",
-       "   'longitude': '-73.87841624754331',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970812',\n",
-       "  'created_date': '2022-04-21T20:23:55.000',\n",
-       "  'closed_date': '2022-04-25T11:24:54.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Sidewalk Condition',\n",
-       "  'descriptor': 'Broken Sidewalk',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11216',\n",
-       "  'incident_address': '240 JEFFERSON AVENUE',\n",
-       "  'street_name': 'JEFFERSON AVENUE',\n",
-       "  'cross_street_1': 'NOSTRAND AVENUE',\n",
-       "  'cross_street_2': 'MARCY AVENUE',\n",
-       "  'intersection_street_1': 'NOSTRAND AVENUE',\n",
-       "  'intersection_street_2': 'MARCY AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'JEFFERSON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Transportation has determined that this issue is not within its jurisdiction.',\n",
-       "  'resolution_action_updated_date': '2022-04-25T11:24:58.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3018330028',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '998616',\n",
-       "  'y_coordinate_state_plane': '188293',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68348589863147',\n",
-       "  'longitude': '-73.9482025379965',\n",
-       "  'location': {'latitude': '40.68348589863147',\n",
-       "   'longitude': '-73.9482025379965',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971361',\n",
-       "  'created_date': '2022-04-21T20:24:02.000',\n",
-       "  'closed_date': '2022-04-21T20:38:27.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:38:32.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976384',\n",
-       "  'created_date': '2022-04-21T20:24:04.000',\n",
-       "  'closed_date': '2022-04-21T21:24:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Store/Commercial',\n",
-       "  'incident_zip': '10065',\n",
-       "  'incident_address': '406 EAST   62 STREET',\n",
-       "  'street_name': 'EAST   62 STREET',\n",
-       "  'cross_street_1': '1 AVENUE',\n",
-       "  'cross_street_2': 'YORK AVENUE',\n",
-       "  'intersection_street_1': '1 AVENUE',\n",
-       "  'intersection_street_2': 'YORK AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'landmark': 'EAST   62 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department visited the location and has referred the complaint to the Department of Homeless Services (DHS) for further action. DHS will inspect the condition and update your Service Request with more information.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:24:34.000',\n",
-       "  'community_board': '08 MANHATTAN',\n",
-       "  'bbl': '1014560035',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '995284',\n",
-       "  'y_coordinate_state_plane': '216640',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.76129632705852',\n",
-       "  'longitude': '-73.9601697858739',\n",
-       "  'location': {'latitude': '40.76129632705852',\n",
-       "   'longitude': '-73.9601697858739',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967832',\n",
-       "  'created_date': '2022-04-21T20:24:22.000',\n",
-       "  'closed_date': '2022-04-21T22:11:25.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11205',\n",
-       "  'incident_address': '39 AUBURN PLACE',\n",
-       "  'street_name': 'AUBURN PLACE',\n",
-       "  'cross_street_1': 'NORTH ELLIOTT PLACE',\n",
-       "  'cross_street_2': 'NORTH PORTLAND AVENUE',\n",
-       "  'intersection_street_1': 'NORTH ELLIOTT PLACE',\n",
-       "  'intersection_street_2': 'NORTH PORTLAND AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'AUBURN PLACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:11:30.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3020390101',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990849',\n",
-       "  'y_coordinate_state_plane': '192268',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.694405557914095',\n",
-       "  'longitude': '-73.97620301981391',\n",
-       "  'location': {'latitude': '40.694405557914095',\n",
-       "   'longitude': '-73.97620301981391',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973469',\n",
-       "  'created_date': '2022-04-21T20:24:35.000',\n",
-       "  'closed_date': '2022-04-21T22:09:15.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11207',\n",
-       "  'incident_address': '614 WARWICK STREET',\n",
-       "  'street_name': 'WARWICK STREET',\n",
-       "  'cross_street_1': 'BLAKE AVENUE',\n",
-       "  'cross_street_2': 'DUMONT AVENUE',\n",
-       "  'intersection_street_1': 'BLAKE AVENUE',\n",
-       "  'intersection_street_2': 'DUMONT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'WARWICK STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:09:20.000',\n",
-       "  'community_board': '05 BROOKLYN',\n",
-       "  'bbl': '3040620047',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1016281',\n",
-       "  'y_coordinate_state_plane': '182755',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.66823905222379',\n",
-       "  'longitude': '-73.88453670954637',\n",
-       "  'location': {'latitude': '40.66823905222379',\n",
-       "   'longitude': '-73.88453670954637',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974635',\n",
-       "  'created_date': '2022-04-21T20:24:45.000',\n",
-       "  'closed_date': '2022-04-21T20:38:18.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:38:22.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975773',\n",
-       "  'created_date': '2022-04-21T20:24:45.000',\n",
-       "  'closed_date': '2022-04-21T20:38:08.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:38:12.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975000',\n",
-       "  'created_date': '2022-04-21T20:24:55.000',\n",
-       "  'closed_date': '2022-04-22T14:38:56.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'No Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '1178 EAST  224 STREET',\n",
-       "  'street_name': 'EAST  224 STREET',\n",
-       "  'cross_street_1': 'EASTCHESTER ROAD',\n",
-       "  'cross_street_2': 'SCHIEFFELIN AVENUE',\n",
-       "  'intersection_street_1': 'EASTCHESTER ROAD',\n",
-       "  'intersection_street_2': 'SCHIEFFELIN AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  224 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T14:39:01.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2049020070',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1026483',\n",
-       "  'y_coordinate_state_plane': '260831',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.88249393433412',\n",
-       "  'longitude': '-73.84727055306375',\n",
-       "  'location': {'latitude': '40.88249393433412',\n",
-       "   'longitude': '-73.84727055306375',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969818',\n",
-       "  'created_date': '2022-04-21T20:24:56.000',\n",
-       "  'closed_date': '2022-04-23T13:23:09.000',\n",
-       "  'agency': 'DSNY',\n",
-       "  'agency_name': 'Department of Sanitation',\n",
-       "  'complaint_type': 'Illegal Dumping',\n",
-       "  'descriptor': 'Removal Request',\n",
-       "  'location_type': 'Street',\n",
-       "  'incident_zip': '11214',\n",
-       "  'incident_address': '100 BAY   28 STREET',\n",
-       "  'street_name': 'BAY   28 STREET',\n",
-       "  'cross_street_1': 'BENSON AVENUE',\n",
-       "  'cross_street_2': 'BATH AVENUE',\n",
-       "  'intersection_street_1': 'BENSON AVENUE',\n",
-       "  'intersection_street_2': 'BATH AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'BAY   28 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Sanitation investigated this complaint and found no condition at the location.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T07:39:30.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3064120046',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '984931',\n",
-       "  'y_coordinate_state_plane': '158124',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.60069010943426',\n",
-       "  'longitude': '-73.9975476592262',\n",
-       "  'location': {'latitude': '40.60069010943426',\n",
-       "   'longitude': '-73.9975476592262',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53982722',\n",
-       "  'created_date': '2022-04-21T20:25:11.000',\n",
-       "  'closed_date': '2022-04-21T20:25:11.000',\n",
-       "  'agency': 'DOB',\n",
-       "  'agency_name': 'Department of Buildings',\n",
-       "  'complaint_type': 'Elevator',\n",
-       "  'descriptor': 'Elevator - Multiple Devices On Property',\n",
-       "  'incident_zip': '10463',\n",
-       "  'incident_address': '2995 INDEPENDENCE AVENUE',\n",
-       "  'street_name': 'INDEPENDENCE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'Your Service Request has been submitted to the Department of Buildings.  Please check back later for status.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '08 BRONX',\n",
-       "  'bbl': '2057500500',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1007205',\n",
-       "  'y_coordinate_state_plane': '261174',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.883506560736485',\n",
-       "  'longitude': '-73.91698537629024',\n",
-       "  'location': {'latitude': '40.883506560736485',\n",
-       "   'longitude': '-73.91698537629024',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967787',\n",
-       "  'created_date': '2022-04-21T20:25:37.000',\n",
-       "  'closed_date': '2022-04-21T21:46:24.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Sidewalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11378',\n",
-       "  'incident_address': '60 STREET',\n",
-       "  'street_name': '60 STREET',\n",
-       "  'cross_street_1': '60 STREET',\n",
-       "  'cross_street_2': 'MASPETH AVENUE',\n",
-       "  'intersection_street_1': '60 STREET',\n",
-       "  'intersection_street_2': 'MASPETH AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:46:27.000',\n",
-       "  'community_board': '05 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1010190',\n",
-       "  'y_coordinate_state_plane': '202750',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.72314059327509',\n",
-       "  'longitude': '-73.90641613369783',\n",
-       "  'location': {'latitude': '40.72314059327509',\n",
-       "   'longitude': '-73.90641613369783',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974431',\n",
-       "  'created_date': '2022-04-21T20:25:38.000',\n",
-       "  'closed_date': '2022-04-21T21:18:49.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11419',\n",
-       "  'incident_address': '128-02 LIBERTY AVENUE',\n",
-       "  'street_name': 'LIBERTY AVENUE',\n",
-       "  'cross_street_1': '128 STREET',\n",
-       "  'cross_street_2': '129 STREET',\n",
-       "  'intersection_street_1': '128 STREET',\n",
-       "  'intersection_street_2': '129 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH RICHMOND HILL',\n",
-       "  'landmark': 'LIBERTY AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:18:54.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4095820001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1035014',\n",
-       "  'y_coordinate_state_plane': '190360',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.68902541700428',\n",
-       "  'longitude': '-73.81695206947525',\n",
-       "  'location': {'latitude': '40.68902541700428',\n",
-       "   'longitude': '-73.81695206947525',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975781',\n",
-       "  'created_date': '2022-04-21T20:25:38.000',\n",
-       "  'closed_date': '2022-04-21T20:37:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:37:12.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974433',\n",
-       "  'created_date': '2022-04-21T20:25:42.000',\n",
-       "  'closed_date': '2022-04-21T20:50:51.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11205',\n",
-       "  'incident_address': '14 AUBURN PLACE',\n",
-       "  'street_name': 'AUBURN PLACE',\n",
-       "  'cross_street_1': 'ST EDWARDS STREET',\n",
-       "  'cross_street_2': 'NORTH ELLIOTT PLACE',\n",
-       "  'intersection_street_1': 'ST EDWARDS STREET',\n",
-       "  'intersection_street_2': 'NORTH ELLIOTT PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'AUBURN PLACE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:50:56.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3020400001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990753',\n",
-       "  'y_coordinate_state_plane': '192251',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.69435896791687',\n",
-       "  'longitude': '-73.97654922655587',\n",
-       "  'location': {'latitude': '40.69435896791687',\n",
-       "   'longitude': '-73.97654922655587',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972512',\n",
-       "  'created_date': '2022-04-21T20:25:52.000',\n",
-       "  'closed_date': '2022-04-21T20:37:00.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:37:04.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972169',\n",
-       "  'created_date': '2022-04-21T20:26:00.000',\n",
-       "  'closed_date': '2022-04-21T21:35:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Leaking (WC1)',\n",
-       "  'incident_zip': '10003',\n",
-       "  'incident_address': '245 2 AVENUE',\n",
-       "  'street_name': '2 AVENUE',\n",
-       "  'cross_street_1': 'E 14 ST',\n",
-       "  'cross_street_2': 'E 15 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environment Protection inspected your complaint but could not find the problem you reported. If the condition persists, please call 311 (or 212-639-9675 if calling from a non-New York City area code) with more detailed information to submit a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:35:00.000',\n",
-       "  'community_board': '06 MANHATTAN',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '988539',\n",
-       "  'y_coordinate_state_plane': '206305',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.73293519385837',\n",
-       "  'longitude': '-73.9845242819099',\n",
-       "  'location': {'latitude': '40.73293519385837',\n",
-       "   'longitude': '-73.9845242819099',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973607',\n",
-       "  'created_date': '2022-04-21T20:26:07.000',\n",
-       "  'closed_date': '2022-04-21T20:36:49.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:36:52.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970432',\n",
-       "  'created_date': '2022-04-21T20:26:09.000',\n",
-       "  'closed_date': '2022-04-23T17:33:46.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10033',\n",
-       "  'incident_address': '4221 BROADWAY',\n",
-       "  'street_name': 'BROADWAY',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water. Heat was not required at the time of the inspection. No violations were issued. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021760054',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1001686',\n",
-       "  'y_coordinate_state_plane': '248610',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.84903483630815',\n",
-       "  'longitude': '-73.93697700870337',\n",
-       "  'location': {'latitude': '40.84903483630815',\n",
-       "   'longitude': '-73.93697700870337',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975903',\n",
-       "  'created_date': '2022-04-21T20:26:09.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'GENERAL',\n",
-       "  'descriptor': 'BELL/BUZZER/INTERCOM',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '1322 CORTELYOU ROAD',\n",
-       "  'street_name': 'CORTELYOU ROAD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Open',\n",
-       "  'resolution_description': 'The following complaint conditions are still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T00:00:00.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3051560010',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '993714',\n",
-       "  'y_coordinate_state_plane': '172646',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.640544942946235',\n",
-       "  'longitude': '-73.96589894891021',\n",
-       "  'location': {'latitude': '40.640544942946235',\n",
-       "   'longitude': '-73.96589894891021',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975252',\n",
-       "  'created_date': '2022-04-21T20:26:15.000',\n",
-       "  'closed_date': '2022-04-21T22:14:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Encampment',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11373',\n",
-       "  'incident_address': '41-66 76 STREET',\n",
-       "  'street_name': '76 STREET',\n",
-       "  'cross_street_1': '41 AVENUE',\n",
-       "  'cross_street_2': 'WOODSIDE AVENUE',\n",
-       "  'intersection_street_1': '41 AVENUE',\n",
-       "  'intersection_street_2': 'WOODSIDE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ELMHURST',\n",
-       "  'landmark': '76 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department visited the location and has referred the complaint to the Department of Homeless Services (DHS) for further action. DHS will inspect the condition and update your Service Request with more information.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:14:28.000',\n",
-       "  'community_board': '04 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1015000',\n",
-       "  'y_coordinate_state_plane': '210413',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.7441582140151',\n",
-       "  'longitude': '-73.88902806709365',\n",
-       "  'location': {'latitude': '40.7441582140151',\n",
-       "   'longitude': '-73.88902806709365',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971514',\n",
-       "  'created_date': '2022-04-21T20:26:20.000',\n",
-       "  'closed_date': '2022-04-23T14:30:52.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10040',\n",
-       "  'incident_address': '1 SICKLES STREET',\n",
-       "  'street_name': 'SICKLES STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'NEW YORK',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development responded to a complaint of no heat or hot water. Heat was not required at the time of the inspection. No violations were issued. If the condition still exists, please file a new complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-23T00:00:00.000',\n",
-       "  'community_board': '12 MANHATTAN',\n",
-       "  'bbl': '1021730015',\n",
-       "  'borough': 'MANHATTAN',\n",
-       "  'x_coordinate_state_plane': '1004436',\n",
-       "  'y_coordinate_state_plane': '252723',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'MANHATTAN',\n",
-       "  'latitude': '40.86031793251947',\n",
-       "  'longitude': '-73.92702466318532',\n",
-       "  'location': {'latitude': '40.86031793251947',\n",
-       "   'longitude': '-73.92702466318532',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969131',\n",
-       "  'created_date': '2022-04-21T20:26:58.000',\n",
-       "  'closed_date': '2022-04-21T20:36:39.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:36:44.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971340',\n",
-       "  'created_date': '2022-04-21T20:27:05.000',\n",
-       "  'closed_date': '2022-04-21T21:38:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11235',\n",
-       "  'incident_address': '711 DUNNE COURT',\n",
-       "  'street_name': 'DUNNE COURT',\n",
-       "  'cross_street_1': 'EAST    7 STREET',\n",
-       "  'cross_street_2': 'CONEY ISLAND AVENUE',\n",
-       "  'intersection_street_1': 'EAST    7 STREET',\n",
-       "  'intersection_street_2': 'CONEY ISLAND AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'DUNNE COURT',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:38:27.000',\n",
-       "  'community_board': '15 BROOKLYN',\n",
-       "  'bbl': '3072040101',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '994766',\n",
-       "  'y_coordinate_state_plane': '154237',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.59001486524616',\n",
-       "  'longitude': '-73.96213701356356',\n",
-       "  'location': {'latitude': '40.59001486524616',\n",
-       "   'longitude': '-73.96213701356356',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53972501',\n",
-       "  'created_date': '2022-04-21T20:27:07.000',\n",
-       "  'closed_date': '2022-04-21T21:21:16.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11435',\n",
-       "  'incident_address': '147-01 HILLSIDE AVENUE',\n",
-       "  'street_name': 'HILLSIDE AVENUE',\n",
-       "  'cross_street_1': 'SUTPHIN BOULEVARD',\n",
-       "  'cross_street_2': '148 STREET',\n",
-       "  'intersection_street_1': 'SUTPHIN BOULEVARD',\n",
-       "  'intersection_street_2': '148 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': 'HILLSIDE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:21:22.000',\n",
-       "  'community_board': '08 QUEENS',\n",
-       "  'bbl': '4097020062',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1037043',\n",
-       "  'y_coordinate_state_plane': '196470',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.705784035042434',\n",
-       "  'longitude': '-73.8095879090224',\n",
-       "  'location': {'latitude': '40.705784035042434',\n",
-       "   'longitude': '-73.8095879090224',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976321',\n",
-       "  'created_date': '2022-04-21T20:27:28.000',\n",
-       "  'agency': 'DOT',\n",
-       "  'agency_name': 'Department of Transportation',\n",
-       "  'complaint_type': 'Sidewalk Condition',\n",
-       "  'descriptor': 'Sidewalk Violation',\n",
-       "  'location_type': 'Sidewalk',\n",
-       "  'incident_zip': '11433',\n",
-       "  'incident_address': '175-30 111 AVENUE',\n",
-       "  'street_name': '111 AVENUE',\n",
-       "  'cross_street_1': '176 STREET',\n",
-       "  'cross_street_2': '177 STREET',\n",
-       "  'intersection_street_1': '176 STREET',\n",
-       "  'intersection_street_2': '177 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'JAMAICA',\n",
-       "  'landmark': '111 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'community_board': '12 QUEENS',\n",
-       "  'bbl': '4102850015',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1046099',\n",
-       "  'y_coordinate_state_plane': '193055',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.69635202421863',\n",
-       "  'longitude': '-73.7769565131832',\n",
-       "  'location': {'latitude': '40.69635202421863',\n",
-       "   'longitude': '-73.7769565131832',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974651',\n",
-       "  'created_date': '2022-04-21T20:27:29.000',\n",
-       "  'closed_date': '2022-04-21T20:36:29.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:36:32.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970284',\n",
-       "  'created_date': '2022-04-21T20:27:41.000',\n",
-       "  'closed_date': '2022-04-21T23:12:42.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Talking',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11226',\n",
-       "  'incident_address': '184 CLARKSON AVENUE',\n",
-       "  'street_name': 'CLARKSON AVENUE',\n",
-       "  'cross_street_1': 'BEDFORD AVENUE',\n",
-       "  'cross_street_2': 'ROGERS AVENUE',\n",
-       "  'intersection_street_1': 'BEDFORD AVENUE',\n",
-       "  'intersection_street_2': 'ROGERS AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'CLARKSON AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint but officers were unable to gain entry into the premises.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T23:12:47.000',\n",
-       "  'community_board': '17 BROOKLYN',\n",
-       "  'bbl': '3050650048',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '997020',\n",
-       "  'y_coordinate_state_plane': '177980',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.65518146681626',\n",
-       "  'longitude': '-73.9539765456767',\n",
-       "  'location': {'latitude': '40.65518146681626',\n",
-       "   'longitude': '-73.9539765456767',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967764',\n",
-       "  'created_date': '2022-04-21T20:27:45.000',\n",
-       "  'closed_date': '2022-04-21T21:28:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Hydrant',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11214',\n",
-       "  'incident_address': '2069 85 STREET',\n",
-       "  'street_name': '85 STREET',\n",
-       "  'cross_street_1': '20 AVENUE',\n",
-       "  'cross_street_2': '21 AVENUE',\n",
-       "  'intersection_street_1': '20 AVENUE',\n",
-       "  'intersection_street_2': '21 AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': '85 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department issued a summons in response to the complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:28:27.000',\n",
-       "  'community_board': '11 BROOKLYN',\n",
-       "  'bbl': '3063340045',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '985298',\n",
-       "  'y_coordinate_state_plane': '159465',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.60437084599537',\n",
-       "  'longitude': '-73.99622585195348',\n",
-       "  'location': {'latitude': '40.60437084599537',\n",
-       "   'longitude': '-73.99622585195348',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53976453',\n",
-       "  'created_date': '2022-04-21T20:27:51.000',\n",
-       "  'closed_date': '2022-04-21T22:11:07.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Blocked Crosswalk',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11205',\n",
-       "  'incident_address': 'AUBURN PLACE',\n",
-       "  'street_name': 'AUBURN PLACE',\n",
-       "  'cross_street_1': 'AUBURN PLACE',\n",
-       "  'cross_street_2': 'SAINT EDWARDS STREET',\n",
-       "  'intersection_street_1': 'AUBURN PLACE',\n",
-       "  'intersection_street_2': 'SAINT EDWARDS STREET',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:11:10.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990355',\n",
-       "  'y_coordinate_state_plane': '192214',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.69425769499548',\n",
-       "  'longitude': '-73.97798450650289',\n",
-       "  'location': {'latitude': '40.69425769499548',\n",
-       "   'longitude': '-73.97798450650289',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969130',\n",
-       "  'created_date': '2022-04-21T20:28:05.000',\n",
-       "  'closed_date': '2022-04-21T20:36:20.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:36:24.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969496',\n",
-       "  'created_date': '2022-04-21T20:28:28.000',\n",
-       "  'closed_date': '2022-04-21T21:15:34.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10305',\n",
-       "  'incident_address': '126 LYNHURST AVENUE',\n",
-       "  'street_name': 'LYNHURST AVENUE',\n",
-       "  'cross_street_1': 'LANGERE PLACE',\n",
-       "  'cross_street_2': 'DITSON STREET',\n",
-       "  'intersection_street_1': 'LANGERE PLACE',\n",
-       "  'intersection_street_2': 'DITSON STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'LYNHURST AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:15:39.000',\n",
-       "  'community_board': '01 STATEN ISLAND',\n",
-       "  'bbl': '5028440039',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '964201',\n",
-       "  'y_coordinate_state_plane': '164002',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.61680135683188',\n",
-       "  'longitude': '-74.07221564278692',\n",
-       "  'location': {'latitude': '40.61680135683188',\n",
-       "   'longitude': '-74.07221564278692',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970252',\n",
-       "  'created_date': '2022-04-21T20:28:52.000',\n",
-       "  'closed_date': '2022-04-21T20:35:51.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:35:54.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969937',\n",
-       "  'created_date': '2022-04-21T20:29:00.000',\n",
-       "  'closed_date': '2022-04-21T22:50:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Running (WC3)',\n",
-       "  'incident_zip': '11214',\n",
-       "  'incident_address': '2795 CROPSEY AVENUE',\n",
-       "  'street_name': 'CROPSEY AVENUE',\n",
-       "  'cross_street_1': 'BAY 47 ST',\n",
-       "  'cross_street_2': 'BAY 48 ST',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection investigated this complaint and found it to be a temporary condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:50:00.000',\n",
-       "  'community_board': '13 BROOKLYN',\n",
-       "  'bbl': '3069150044',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987507',\n",
-       "  'y_coordinate_state_plane': '152902',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.58635619637262',\n",
-       "  'longitude': '-73.98827377450858',\n",
-       "  'location': {'latitude': '40.58635619637262',\n",
-       "   'longitude': '-73.98827377450858',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971046',\n",
-       "  'created_date': '2022-04-21T20:29:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Defective (WC2)',\n",
-       "  'incident_zip': '10474',\n",
-       "  'incident_address': '300 TIFFANY STREET',\n",
-       "  'street_name': 'TIFFANY STREET',\n",
-       "  'cross_street_1': 'VIELE AVE',\n",
-       "  'cross_street_2': 'E BAY AVE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Started',\n",
-       "  'resolution_description': 'The Department of Environmental Protection has inspected your complaint and determined that further investigation is required. More information will be available once the condition is resolved. Please visit nyc.gov/311 or call 311 at a later time to check the status of your complaint.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T09:20:00.000',\n",
-       "  'community_board': '02 BRONX',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1014930',\n",
-       "  'y_coordinate_state_plane': '233095',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.806414539254824',\n",
-       "  'longitude': '-73.88917712677996',\n",
-       "  'location': {'latitude': '40.806414539254824',\n",
-       "   'longitude': '-73.88917712677996',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970024',\n",
-       "  'created_date': '2022-04-21T20:29:01.000',\n",
-       "  'closed_date': '2022-04-21T22:06:39.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11201',\n",
-       "  'incident_address': '140 ST EDWARD STREET',\n",
-       "  'street_name': 'ST EDWARD STREET',\n",
-       "  'cross_street_1': 'MONUMENT WALK',\n",
-       "  'cross_street_2': 'WILLOUGHBY STREET',\n",
-       "  'intersection_street_1': 'MONUMENT WALK',\n",
-       "  'intersection_street_2': 'WILLOUGHBY STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ST EDWARDS STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:06:43.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3020680117',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990437',\n",
-       "  'y_coordinate_state_plane': '191623',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.6926354798486',\n",
-       "  'longitude': '-73.97768934573283',\n",
-       "  'location': {'latitude': '40.6926354798486',\n",
-       "   'longitude': '-73.97768934573283',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974650',\n",
-       "  'created_date': '2022-04-21T20:29:12.000',\n",
-       "  'closed_date': '2022-04-21T20:35:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:35:44.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974813',\n",
-       "  'created_date': '2022-04-21T20:29:22.000',\n",
-       "  'closed_date': '2022-04-22T15:54:53.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '11221',\n",
-       "  'incident_address': '648 MONROE STREET',\n",
-       "  'street_name': 'MONROE STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Housing Preservation and Development inspected the following conditions. Violations were issued. Information about specific violations is available at www.nyc.gov/hpd.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '03 BROOKLYN',\n",
-       "  'bbl': '3016410033',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '1003324',\n",
-       "  'y_coordinate_state_plane': '189827',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.68768748327161',\n",
-       "  'longitude': '-73.93122322928279',\n",
-       "  'location': {'latitude': '40.68768748327161',\n",
-       "   'longitude': '-73.93122322928279',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973554',\n",
-       "  'created_date': '2022-04-21T20:29:27.000',\n",
-       "  'closed_date': '2022-04-21T20:51:24.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Panhandling',\n",
-       "  'descriptor': 'N/A',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10305',\n",
-       "  'incident_address': '475 SEAVIEW AVENUE',\n",
-       "  'street_name': 'SEAVIEW AVENUE',\n",
-       "  'cross_street_1': 'NUGENT AVENUE',\n",
-       "  'cross_street_2': 'OLYMPIA BOULEVARD',\n",
-       "  'intersection_street_1': 'NUGENT AVENUE',\n",
-       "  'intersection_street_2': 'OLYMPIA BOULEVARD',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'STATEN ISLAND',\n",
-       "  'landmark': 'SEAVIEW AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"This complaint does not fall under the Police Department's jurisdiction.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:51:27.000',\n",
-       "  'community_board': '02 STATEN ISLAND',\n",
-       "  'bbl': '5033550032',\n",
-       "  'borough': 'STATEN ISLAND',\n",
-       "  'x_coordinate_state_plane': '960305',\n",
-       "  'y_coordinate_state_plane': '151899',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'STATEN ISLAND',\n",
-       "  'latitude': '40.58357141881003',\n",
-       "  'longitude': '-74.08620595818894',\n",
-       "  'location': {'latitude': '40.58357141881003',\n",
-       "   'longitude': '-74.08620595818894',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968980',\n",
-       "  'created_date': '2022-04-21T20:29:30.000',\n",
-       "  'closed_date': '2022-04-21T21:56:09.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Vehicle',\n",
-       "  'descriptor': 'Engine Idling',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11105',\n",
-       "  'incident_address': '23-57 STEINWAY STREET',\n",
-       "  'street_name': 'STEINWAY STREET',\n",
-       "  'cross_street_1': '23 ROAD',\n",
-       "  'cross_street_2': 'ASTORIA BOULEVARD NORTH',\n",
-       "  'intersection_street_1': '23 ROAD',\n",
-       "  'intersection_street_2': 'ASTORIA BOULEVARD NORTH',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'ASTORIA',\n",
-       "  'landmark': 'STEINWAY STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:56:15.000',\n",
-       "  'community_board': '01 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1009241',\n",
-       "  'y_coordinate_state_plane': '219748',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.769798543745246',\n",
-       "  'longitude': '-73.90977668104648',\n",
-       "  'location': {'latitude': '40.769798543745246',\n",
-       "   'longitude': '-73.90977668104648',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973763',\n",
-       "  'created_date': '2022-04-21T20:29:50.000',\n",
-       "  'closed_date': '2022-04-22T17:12:36.000',\n",
-       "  'agency': 'HPD',\n",
-       "  'agency_name': 'Department of Housing Preservation and Development',\n",
-       "  'complaint_type': 'HEAT/HOT WATER',\n",
-       "  'descriptor': 'ENTIRE BUILDING',\n",
-       "  'location_type': 'RESIDENTIAL BUILDING',\n",
-       "  'incident_zip': '10458',\n",
-       "  'incident_address': '2364 TIEBOUT AVENUE',\n",
-       "  'street_name': 'TIEBOUT AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The complaint you filed is a duplicate of a condition already reported by another tenant for a building-wide condition. The original complaint is still open. HPD may attempt to contact you to verify the correction of the condition or may conduct an inspection of your unit if the original complainant is not available for verification.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T00:00:00.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2030220001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1012945',\n",
-       "  'y_coordinate_state_plane': '252098',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.858578939552075',\n",
-       "  'longitude': '-73.89626608620235',\n",
-       "  'location': {'latitude': '40.858578939552075',\n",
-       "   'longitude': '-73.89626608620235',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53970624',\n",
-       "  'created_date': '2022-04-21T20:30:01.000',\n",
-       "  'closed_date': '2022-04-21T21:21:45.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Abandoned Vehicle',\n",
-       "  'descriptor': 'With License Plate',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10474',\n",
-       "  'incident_address': '525 TIFFANY STREET',\n",
-       "  'street_name': 'TIFFANY STREET',\n",
-       "  'cross_street_1': 'OAK POINT AVENUE',\n",
-       "  'cross_street_2': 'RANDALL AVENUE',\n",
-       "  'intersection_street_1': 'OAK POINT AVENUE',\n",
-       "  'intersection_street_2': 'RANDALL AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'TIFFANY STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T21:21:49.000',\n",
-       "  'community_board': '02 BRONX',\n",
-       "  'bbl': '2027680115',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1014644',\n",
-       "  'y_coordinate_state_plane': '234486',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.81023343484885',\n",
-       "  'longitude': '-73.89020392234991',\n",
-       "  'location': {'latitude': '40.81023343484885',\n",
-       "   'longitude': '-73.89020392234991',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53974536',\n",
-       "  'created_date': '2022-04-21T20:30:05.000',\n",
-       "  'closed_date': '2022-04-21T20:31:48.000',\n",
-       "  'agency': 'DPR',\n",
-       "  'agency_name': 'Department of Parks and Recreation',\n",
-       "  'complaint_type': 'Violation of Park Rules',\n",
-       "  'descriptor': 'Obstructing Public Use',\n",
-       "  'location_type': 'Park',\n",
-       "  'incident_zip': '11209',\n",
-       "  'incident_address': '8301 SHORE ROAD',\n",
-       "  'street_name': 'SHORE ROAD',\n",
-       "  'cross_street_1': '83 STREET',\n",
-       "  'cross_street_2': 'SHORE ROAD LANE',\n",
-       "  'intersection_street_1': '83 STREET',\n",
-       "  'intersection_street_2': 'SHORE ROAD LANE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'SHORE ROAD',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'Upon inspection the reported condition was not found, and, therefore, no action was taken.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:31:54.000',\n",
-       "  'community_board': '10 BROOKLYN',\n",
-       "  'bbl': '3060130001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '973151',\n",
-       "  'y_coordinate_state_plane': '168039',\n",
-       "  'open_data_channel_type': 'UNKNOWN',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62789780945477',\n",
-       "  'longitude': '-74.03998476829533',\n",
-       "  'location': {'latitude': '40.62789780945477',\n",
-       "   'longitude': '-74.03998476829533',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973600',\n",
-       "  'created_date': '2022-04-21T20:30:14.000',\n",
-       "  'closed_date': '2022-04-21T20:35:32.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:35:34.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968045',\n",
-       "  'created_date': '2022-04-21T20:30:18.000',\n",
-       "  'closed_date': '2022-04-21T20:35:23.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:35:27.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968912',\n",
-       "  'created_date': '2022-04-21T20:30:53.000',\n",
-       "  'closed_date': '2022-04-21T20:44:28.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Commercial Overnight Parking',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '115-02 149 AVENUE',\n",
-       "  'street_name': '149 AVENUE',\n",
-       "  'cross_street_1': '115 STREET',\n",
-       "  'cross_street_2': '116 STREET',\n",
-       "  'intersection_street_1': '115 STREET',\n",
-       "  'intersection_street_2': '116 STREET',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '149 AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and determined that police action was not necessary.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:44:33.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1032802',\n",
-       "  'y_coordinate_state_plane': '183189',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.66935509658783',\n",
-       "  'longitude': '-73.82497987613685',\n",
-       "  'location': {'latitude': '40.66935509658783',\n",
-       "   'longitude': '-73.82497987613685',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53968020',\n",
-       "  'created_date': '2022-04-21T20:31:05.000',\n",
-       "  'closed_date': '2022-04-21T22:40:46.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '11230',\n",
-       "  'incident_address': '824 EAST    9 STREET',\n",
-       "  'street_name': 'EAST    9 STREET',\n",
-       "  'cross_street_1': 'AVENUE H',\n",
-       "  'cross_street_2': 'DEAD END',\n",
-       "  'intersection_street_1': 'AVENUE H',\n",
-       "  'intersection_street_2': 'DEAD END',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'EAST    9 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': \"This complaint does not fall under the Police Department's jurisdiction.\",\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:40:51.000',\n",
-       "  'community_board': '14 BROOKLYN',\n",
-       "  'bbl': '3065110012',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '993155',\n",
-       "  'y_coordinate_state_plane': '168378',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.62883077015741',\n",
-       "  'longitude': '-73.96791879135583',\n",
-       "  'location': {'latitude': '40.62883077015741',\n",
-       "   'longitude': '-73.96791879135583',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53971149',\n",
-       "  'created_date': '2022-04-21T20:31:14.000',\n",
-       "  'closed_date': '2022-04-21T22:06:25.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Illegal Parking',\n",
-       "  'descriptor': 'Posted Parking Sign Violation',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '11205',\n",
-       "  'incident_address': '93 ST EDWARDS STREET',\n",
-       "  'street_name': 'ST EDWARDS STREET',\n",
-       "  'cross_street_1': 'MONUMENT WALK',\n",
-       "  'cross_street_2': 'AUBURN PLACE',\n",
-       "  'intersection_street_1': 'MONUMENT WALK',\n",
-       "  'intersection_street_2': 'AUBURN PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'landmark': 'ST EDWARDS STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:06:28.000',\n",
-       "  'community_board': '02 BROOKLYN',\n",
-       "  'bbl': '3020390001',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '990355',\n",
-       "  'y_coordinate_state_plane': '192246',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.694345527578996',\n",
-       "  'longitude': '-73.97798447750067',\n",
-       "  'location': {'latitude': '40.694345527578996',\n",
-       "   'longitude': '-73.97798447750067',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53975048',\n",
-       "  'created_date': '2022-04-21T20:31:20.000',\n",
-       "  'agency': 'DOHMH',\n",
-       "  'agency_name': 'Department of Health and Mental Hygiene',\n",
-       "  'complaint_type': 'Unleashed Dog',\n",
-       "  'descriptor': 'Unleashed Dog in Public',\n",
-       "  'location_type': 'Public/Unfenced Area',\n",
-       "  'incident_zip': '11420',\n",
-       "  'incident_address': '114-19 135 AVENUE',\n",
-       "  'street_name': '135 AVENUE',\n",
-       "  'cross_street_1': '114 STREET',\n",
-       "  'cross_street_2': '114 PLACE',\n",
-       "  'intersection_street_1': '114 STREET',\n",
-       "  'intersection_street_2': '114 PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'SOUTH OZONE PARK',\n",
-       "  'landmark': '135 AVENUE',\n",
-       "  'status': 'In Progress',\n",
-       "  'resolution_description': 'The Department of Health and Mental Hygiene has sent official written documentation to the Owner or Landlord warning them of potential violations and instructing them to correct the situation. If the situation persists 21 days after the initial complaint, please submit a new Service Request.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T15:08:37.000',\n",
-       "  'community_board': '10 QUEENS',\n",
-       "  'bbl': '4117340001',\n",
-       "  'borough': 'QUEENS',\n",
-       "  'x_coordinate_state_plane': '1032595',\n",
-       "  'y_coordinate_state_plane': '183943',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'QUEENS',\n",
-       "  'latitude': '40.67142578667556',\n",
-       "  'longitude': '-73.825720659595',\n",
-       "  'location': {'latitude': '40.67142578667556',\n",
-       "   'longitude': '-73.825720659595',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973599',\n",
-       "  'created_date': '2022-04-21T20:31:25.000',\n",
-       "  'closed_date': '2022-04-21T20:35:10.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:35:14.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969136',\n",
-       "  'created_date': '2022-04-21T20:31:36.000',\n",
-       "  'closed_date': '2022-04-21T20:34:51.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Loud Music/Party',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10466',\n",
-       "  'incident_address': '655 EAST  230 STREET',\n",
-       "  'street_name': 'EAST  230 STREET',\n",
-       "  'cross_street_1': 'CARPENTER AVENUE',\n",
-       "  'cross_street_2': 'LOWERRE PLACE',\n",
-       "  'intersection_street_1': 'CARPENTER AVENUE',\n",
-       "  'intersection_street_2': 'LOWERRE PLACE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'EAST  230 STREET',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and with the information available observed no evidence of the violation at that time.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:34:54.000',\n",
-       "  'community_board': '12 BRONX',\n",
-       "  'bbl': '2048330028',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1022911',\n",
-       "  'y_coordinate_state_plane': '264242',\n",
-       "  'open_data_channel_type': 'MOBILE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.89187241649303',\n",
-       "  'longitude': '-73.86016845296459',\n",
-       "  'location': {'latitude': '40.89187241649303',\n",
-       "   'longitude': '-73.86016845296459',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53973495',\n",
-       "  'created_date': '2022-04-21T20:31:38.000',\n",
-       "  'closed_date': '2022-04-21T22:45:41.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Blocked Driveway',\n",
-       "  'descriptor': 'Partial Access',\n",
-       "  'location_type': 'Street/Sidewalk',\n",
-       "  'incident_zip': '10461',\n",
-       "  'incident_address': '1932 HOBART AVENUE',\n",
-       "  'street_name': 'HOBART AVENUE',\n",
-       "  'cross_street_1': 'ST THERESA AVENUE',\n",
-       "  'cross_street_2': 'WILKINSON AVENUE',\n",
-       "  'intersection_street_1': 'ST THERESA AVENUE',\n",
-       "  'intersection_street_2': 'WILKINSON AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'HOBART AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded and upon arrival those responsible for the condition were gone.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T22:45:47.000',\n",
-       "  'community_board': '10 BRONX',\n",
-       "  'bbl': '2042350012',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1030949',\n",
-       "  'y_coordinate_state_plane': '249076',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85020758874328',\n",
-       "  'longitude': '-73.83120187379714',\n",
-       "  'location': {'latitude': '40.85020758874328',\n",
-       "   'longitude': '-73.83120187379714',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53967726',\n",
-       "  'created_date': '2022-04-21T20:32:00.000',\n",
-       "  'closed_date': '2022-04-21T20:32:00.000',\n",
-       "  'agency': 'DEP',\n",
-       "  'agency_name': 'Department of Environmental Protection',\n",
-       "  'complaint_type': 'Water System',\n",
-       "  'descriptor': 'Hydrant Running Full (WA4)',\n",
-       "  'incident_zip': '11214',\n",
-       "  'intersection_street_1': '28 AVENUE',\n",
-       "  'intersection_street_2': 'CROPSEY AVENUE',\n",
-       "  'address_type': 'INTERSECTION',\n",
-       "  'city': 'BROOKLYN',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Department of Environmental Protection determined that this complaint is a duplicate of a previously filed complaint. The original complaint is being addressed.',\n",
-       "  'resolution_action_updated_date': '2022-04-21T20:32:00.000',\n",
-       "  'community_board': '13 BROOKLYN',\n",
-       "  'borough': 'BROOKLYN',\n",
-       "  'x_coordinate_state_plane': '987479',\n",
-       "  'y_coordinate_state_plane': '152934',\n",
-       "  'open_data_channel_type': 'PHONE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BROOKLYN',\n",
-       "  'latitude': '40.586444040246334',\n",
-       "  'longitude': '-73.98837456803335',\n",
-       "  'location': {'latitude': '40.586444040246334',\n",
-       "   'longitude': '-73.98837456803335',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}},\n",
-       " {'unique_key': '53969626',\n",
-       "  'created_date': '2022-04-21T20:32:07.000',\n",
-       "  'closed_date': '2022-04-22T02:30:43.000',\n",
-       "  'agency': 'NYPD',\n",
-       "  'agency_name': 'New York City Police Department',\n",
-       "  'complaint_type': 'Noise - Residential',\n",
-       "  'descriptor': 'Banging/Pounding',\n",
-       "  'location_type': 'Residential Building/House',\n",
-       "  'incident_zip': '10457',\n",
-       "  'incident_address': '2000 VALENTINE AVENUE',\n",
-       "  'street_name': 'VALENTINE AVENUE',\n",
-       "  'cross_street_1': 'EAST  178 STREET',\n",
-       "  'cross_street_2': 'EAST BURNSIDE AVENUE',\n",
-       "  'intersection_street_1': 'EAST  178 STREET',\n",
-       "  'intersection_street_2': 'EAST BURNSIDE AVENUE',\n",
-       "  'address_type': 'ADDRESS',\n",
-       "  'city': 'BRONX',\n",
-       "  'landmark': 'VALENTINE AVENUE',\n",
-       "  'status': 'Closed',\n",
-       "  'resolution_description': 'The Police Department responded to the complaint and took action to fix the condition.',\n",
-       "  'resolution_action_updated_date': '2022-04-22T02:30:47.000',\n",
-       "  'community_board': '05 BRONX',\n",
-       "  'bbl': '2031420001',\n",
-       "  'borough': 'BRONX',\n",
-       "  'x_coordinate_state_plane': '1011743',\n",
-       "  'y_coordinate_state_plane': '249155',\n",
-       "  'open_data_channel_type': 'ONLINE',\n",
-       "  'park_facility_name': 'Unspecified',\n",
-       "  'park_borough': 'BRONX',\n",
-       "  'latitude': '40.85050511197404',\n",
-       "  'longitude': '-73.9006234445033',\n",
-       "  'location': {'latitude': '40.85050511197404',\n",
-       "   'longitude': '-73.9006234445033',\n",
-       "   'human_address': '{\"address\": \"\", \"city\": \"\", \"state\": \"\", \"zip\": \"\"}'}}]"
+       "[]"
       ]
      },
      "execution_count": 8,
@@ -33157,10 +1448,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2022-04-07T22:16:10.699608Z",
-     "iopub.status.busy": "2022-04-07T22:16:10.699372Z",
-     "iopub.status.idle": "2022-04-07T22:16:10.722545Z",
-     "shell.execute_reply": "2022-04-07T22:16:10.721923Z"
+     "iopub.execute_input": "2022-05-15T02:50:31.415514Z",
+     "iopub.status.busy": "2022-05-15T02:50:31.415197Z",
+     "iopub.status.idle": "2022-05-15T02:50:31.421347Z",
+     "shell.execute_reply": "2022-05-15T02:50:31.420748Z"
     },
     "scrolled": false,
     "slideshow": {
@@ -33189,392 +1480,17 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>unique_key</th>\n",
-       "      <th>created_date</th>\n",
-       "      <th>agency</th>\n",
-       "      <th>agency_name</th>\n",
-       "      <th>complaint_type</th>\n",
-       "      <th>descriptor</th>\n",
-       "      <th>incident_zip</th>\n",
-       "      <th>incident_address</th>\n",
-       "      <th>street_name</th>\n",
-       "      <th>cross_street_1</th>\n",
-       "      <th>...</th>\n",
-       "      <th>location_type</th>\n",
-       "      <th>intersection_street_1</th>\n",
-       "      <th>intersection_street_2</th>\n",
-       "      <th>landmark</th>\n",
-       "      <th>taxi_pick_up_location</th>\n",
-       "      <th>bridge_highway_name</th>\n",
-       "      <th>bridge_highway_direction</th>\n",
-       "      <th>bridge_highway_segment</th>\n",
-       "      <th>vehicle_type</th>\n",
-       "      <th>due_date</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>53972143</td>\n",
-       "      <td>2022-04-21T17:46:00.000</td>\n",
-       "      <td>DEP</td>\n",
-       "      <td>Department of Environmental Protection</td>\n",
-       "      <td>Noise</td>\n",
-       "      <td>Noise: Alarms (NR3)</td>\n",
-       "      <td>10460</td>\n",
-       "      <td>2123 BOSTON ROAD</td>\n",
-       "      <td>BOSTON ROAD</td>\n",
-       "      <td>E 180 ST</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>53971049</td>\n",
-       "      <td>2022-04-21T17:46:00.000</td>\n",
-       "      <td>DEP</td>\n",
-       "      <td>Department of Environmental Protection</td>\n",
-       "      <td>Water System</td>\n",
-       "      <td>Hydrant Leaking (WC1)</td>\n",
-       "      <td>10035</td>\n",
-       "      <td>2195 3 AVENUE</td>\n",
-       "      <td>3 AVENUE</td>\n",
-       "      <td>E 119 ST</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>53972887</td>\n",
-       "      <td>2022-04-21T17:46:05.000</td>\n",
-       "      <td>NYPD</td>\n",
-       "      <td>New York City Police Department</td>\n",
-       "      <td>Abandoned Vehicle</td>\n",
-       "      <td>With License Plate</td>\n",
-       "      <td>11105</td>\n",
-       "      <td>41-12 20 AVENUE</td>\n",
-       "      <td>20 AVENUE</td>\n",
-       "      <td>41 STREET</td>\n",
-       "      <td>...</td>\n",
-       "      <td>Street/Sidewalk</td>\n",
-       "      <td>41 STREET</td>\n",
-       "      <td>42 STREET</td>\n",
-       "      <td>20 AVENUE</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>53968117</td>\n",
-       "      <td>2022-04-21T17:46:23.000</td>\n",
-       "      <td>NYPD</td>\n",
-       "      <td>New York City Police Department</td>\n",
-       "      <td>Noise - Street/Sidewalk</td>\n",
-       "      <td>Loud Music/Party</td>\n",
-       "      <td>11213</td>\n",
-       "      <td>234 SCHENECTADY AVENUE</td>\n",
-       "      <td>SCHENECTADY AVENUE</td>\n",
-       "      <td>STERLING PLACE</td>\n",
-       "      <td>...</td>\n",
-       "      <td>Street/Sidewalk</td>\n",
-       "      <td>STERLING PLACE</td>\n",
-       "      <td>ST JOHNS PLACE</td>\n",
-       "      <td>SCHENECTADY AVENUE</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>53967862</td>\n",
-       "      <td>2022-04-21T17:46:50.000</td>\n",
-       "      <td>DOB</td>\n",
-       "      <td>Department of Buildings</td>\n",
-       "      <td>Building/Use</td>\n",
-       "      <td>Illegal Conversion Of Residential Building/Space</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>42-30 79 STREET</td>\n",
-       "      <td>79 STREET</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>995</th>\n",
-       "      <td>53973599</td>\n",
-       "      <td>2022-04-21T20:31:25.000</td>\n",
-       "      <td>NYPD</td>\n",
-       "      <td>New York City Police Department</td>\n",
-       "      <td>Noise - Residential</td>\n",
-       "      <td>Loud Music/Party</td>\n",
-       "      <td>10466</td>\n",
-       "      <td>655 EAST  230 STREET</td>\n",
-       "      <td>EAST  230 STREET</td>\n",
-       "      <td>CARPENTER AVENUE</td>\n",
-       "      <td>...</td>\n",
-       "      <td>Residential Building/House</td>\n",
-       "      <td>CARPENTER AVENUE</td>\n",
-       "      <td>LOWERRE PLACE</td>\n",
-       "      <td>EAST  230 STREET</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>996</th>\n",
-       "      <td>53969136</td>\n",
-       "      <td>2022-04-21T20:31:36.000</td>\n",
-       "      <td>NYPD</td>\n",
-       "      <td>New York City Police Department</td>\n",
-       "      <td>Noise - Residential</td>\n",
-       "      <td>Loud Music/Party</td>\n",
-       "      <td>10466</td>\n",
-       "      <td>655 EAST  230 STREET</td>\n",
-       "      <td>EAST  230 STREET</td>\n",
-       "      <td>CARPENTER AVENUE</td>\n",
-       "      <td>...</td>\n",
-       "      <td>Residential Building/House</td>\n",
-       "      <td>CARPENTER AVENUE</td>\n",
-       "      <td>LOWERRE PLACE</td>\n",
-       "      <td>EAST  230 STREET</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>997</th>\n",
-       "      <td>53973495</td>\n",
-       "      <td>2022-04-21T20:31:38.000</td>\n",
-       "      <td>NYPD</td>\n",
-       "      <td>New York City Police Department</td>\n",
-       "      <td>Blocked Driveway</td>\n",
-       "      <td>Partial Access</td>\n",
-       "      <td>10461</td>\n",
-       "      <td>1932 HOBART AVENUE</td>\n",
-       "      <td>HOBART AVENUE</td>\n",
-       "      <td>ST THERESA AVENUE</td>\n",
-       "      <td>...</td>\n",
-       "      <td>Street/Sidewalk</td>\n",
-       "      <td>ST THERESA AVENUE</td>\n",
-       "      <td>WILKINSON AVENUE</td>\n",
-       "      <td>HOBART AVENUE</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>998</th>\n",
-       "      <td>53967726</td>\n",
-       "      <td>2022-04-21T20:32:00.000</td>\n",
-       "      <td>DEP</td>\n",
-       "      <td>Department of Environmental Protection</td>\n",
-       "      <td>Water System</td>\n",
-       "      <td>Hydrant Running Full (WA4)</td>\n",
-       "      <td>11214</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>28 AVENUE</td>\n",
-       "      <td>CROPSEY AVENUE</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>999</th>\n",
-       "      <td>53969626</td>\n",
-       "      <td>2022-04-21T20:32:07.000</td>\n",
-       "      <td>NYPD</td>\n",
-       "      <td>New York City Police Department</td>\n",
-       "      <td>Noise - Residential</td>\n",
-       "      <td>Banging/Pounding</td>\n",
-       "      <td>10457</td>\n",
-       "      <td>2000 VALENTINE AVENUE</td>\n",
-       "      <td>VALENTINE AVENUE</td>\n",
-       "      <td>EAST  178 STREET</td>\n",
-       "      <td>...</td>\n",
-       "      <td>Residential Building/House</td>\n",
-       "      <td>EAST  178 STREET</td>\n",
-       "      <td>EAST BURNSIDE AVENUE</td>\n",
-       "      <td>VALENTINE AVENUE</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>1000 rows × 39 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
-       "    unique_key             created_date agency  \\\n",
-       "0     53972143  2022-04-21T17:46:00.000    DEP   \n",
-       "1     53971049  2022-04-21T17:46:00.000    DEP   \n",
-       "2     53972887  2022-04-21T17:46:05.000   NYPD   \n",
-       "3     53968117  2022-04-21T17:46:23.000   NYPD   \n",
-       "4     53967862  2022-04-21T17:46:50.000    DOB   \n",
-       "..         ...                      ...    ...   \n",
-       "995   53973599  2022-04-21T20:31:25.000   NYPD   \n",
-       "996   53969136  2022-04-21T20:31:36.000   NYPD   \n",
-       "997   53973495  2022-04-21T20:31:38.000   NYPD   \n",
-       "998   53967726  2022-04-21T20:32:00.000    DEP   \n",
-       "999   53969626  2022-04-21T20:32:07.000   NYPD   \n",
-       "\n",
-       "                                agency_name           complaint_type  \\\n",
-       "0    Department of Environmental Protection                    Noise   \n",
-       "1    Department of Environmental Protection             Water System   \n",
-       "2           New York City Police Department        Abandoned Vehicle   \n",
-       "3           New York City Police Department  Noise - Street/Sidewalk   \n",
-       "4                   Department of Buildings             Building/Use   \n",
-       "..                                      ...                      ...   \n",
-       "995         New York City Police Department      Noise - Residential   \n",
-       "996         New York City Police Department      Noise - Residential   \n",
-       "997         New York City Police Department         Blocked Driveway   \n",
-       "998  Department of Environmental Protection             Water System   \n",
-       "999         New York City Police Department      Noise - Residential   \n",
-       "\n",
-       "                                           descriptor incident_zip  \\\n",
-       "0                                 Noise: Alarms (NR3)        10460   \n",
-       "1                               Hydrant Leaking (WC1)        10035   \n",
-       "2                                  With License Plate        11105   \n",
-       "3                                    Loud Music/Party        11213   \n",
-       "4    Illegal Conversion Of Residential Building/Space          NaN   \n",
-       "..                                                ...          ...   \n",
-       "995                                  Loud Music/Party        10466   \n",
-       "996                                  Loud Music/Party        10466   \n",
-       "997                                    Partial Access        10461   \n",
-       "998                        Hydrant Running Full (WA4)        11214   \n",
-       "999                                  Banging/Pounding        10457   \n",
-       "\n",
-       "           incident_address         street_name     cross_street_1  ...  \\\n",
-       "0          2123 BOSTON ROAD         BOSTON ROAD           E 180 ST  ...   \n",
-       "1             2195 3 AVENUE            3 AVENUE           E 119 ST  ...   \n",
-       "2           41-12 20 AVENUE           20 AVENUE          41 STREET  ...   \n",
-       "3    234 SCHENECTADY AVENUE  SCHENECTADY AVENUE     STERLING PLACE  ...   \n",
-       "4           42-30 79 STREET           79 STREET                NaN  ...   \n",
-       "..                      ...                 ...                ...  ...   \n",
-       "995    655 EAST  230 STREET    EAST  230 STREET   CARPENTER AVENUE  ...   \n",
-       "996    655 EAST  230 STREET    EAST  230 STREET   CARPENTER AVENUE  ...   \n",
-       "997      1932 HOBART AVENUE       HOBART AVENUE  ST THERESA AVENUE  ...   \n",
-       "998                     NaN                 NaN                NaN  ...   \n",
-       "999   2000 VALENTINE AVENUE    VALENTINE AVENUE   EAST  178 STREET  ...   \n",
-       "\n",
-       "                  location_type intersection_street_1 intersection_street_2  \\\n",
-       "0                           NaN                   NaN                   NaN   \n",
-       "1                           NaN                   NaN                   NaN   \n",
-       "2               Street/Sidewalk             41 STREET             42 STREET   \n",
-       "3               Street/Sidewalk        STERLING PLACE        ST JOHNS PLACE   \n",
-       "4                           NaN                   NaN                   NaN   \n",
-       "..                          ...                   ...                   ...   \n",
-       "995  Residential Building/House      CARPENTER AVENUE         LOWERRE PLACE   \n",
-       "996  Residential Building/House      CARPENTER AVENUE         LOWERRE PLACE   \n",
-       "997             Street/Sidewalk     ST THERESA AVENUE      WILKINSON AVENUE   \n",
-       "998                         NaN             28 AVENUE        CROPSEY AVENUE   \n",
-       "999  Residential Building/House      EAST  178 STREET  EAST BURNSIDE AVENUE   \n",
-       "\n",
-       "               landmark taxi_pick_up_location bridge_highway_name  \\\n",
-       "0                   NaN                   NaN                 NaN   \n",
-       "1                   NaN                   NaN                 NaN   \n",
-       "2             20 AVENUE                   NaN                 NaN   \n",
-       "3    SCHENECTADY AVENUE                   NaN                 NaN   \n",
-       "4                   NaN                   NaN                 NaN   \n",
-       "..                  ...                   ...                 ...   \n",
-       "995    EAST  230 STREET                   NaN                 NaN   \n",
-       "996    EAST  230 STREET                   NaN                 NaN   \n",
-       "997       HOBART AVENUE                   NaN                 NaN   \n",
-       "998                 NaN                   NaN                 NaN   \n",
-       "999    VALENTINE AVENUE                   NaN                 NaN   \n",
-       "\n",
-       "    bridge_highway_direction bridge_highway_segment vehicle_type due_date  \n",
-       "0                        NaN                    NaN          NaN      NaN  \n",
-       "1                        NaN                    NaN          NaN      NaN  \n",
-       "2                        NaN                    NaN          NaN      NaN  \n",
-       "3                        NaN                    NaN          NaN      NaN  \n",
-       "4                        NaN                    NaN          NaN      NaN  \n",
-       "..                       ...                    ...          ...      ...  \n",
-       "995                      NaN                    NaN          NaN      NaN  \n",
-       "996                      NaN                    NaN          NaN      NaN  \n",
-       "997                      NaN                    NaN          NaN      NaN  \n",
-       "998                      NaN                    NaN          NaN      NaN  \n",
-       "999                      NaN                    NaN          NaN      NaN  \n",
-       "\n",
-       "[1000 rows x 39 columns]"
+       "Empty DataFrame\n",
+       "Columns: []\n",
+       "Index: []"
       ]
      },
      "execution_count": 9,