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example_workflows/arithmetic/aiida.ipynb

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{
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"name": "python",
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"version": "3.12.8",
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"mimetype": "text/x-python",
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"pygments_lexer": "ipython3",
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"nbconvert_exporter": "python",
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"file_extension": ".py"
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}
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},
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"nbformat_minor": 5,
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"nbformat": 4,
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"cells": [
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{
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"id": "377fef56-484d-491c-b19e-1be6931e44eb",
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"cell_type": "code",
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"source": "import pickle",
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"metadata": {
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"trusted": true
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},
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"execution_count": null,
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"id": "0",
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"metadata": {},
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"outputs": [],
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"execution_count": 1
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"source": [
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"import pickle"
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]
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},
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{
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"id": "92e3921b-2bb8-4333-8cfe-4bd27f785d24",
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"cell_type": "code",
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"source": "from python_workflow_definition.cwl import write_workflow",
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"metadata": {
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"trusted": true
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},
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"execution_count": null,
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"id": "1",
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"metadata": {},
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"outputs": [],
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"execution_count": 2
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"source": [
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"from python_workflow_definition.cwl import write_workflow"
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]
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},
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{
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"id": "5303c059-8ae4-4557-858e-b4bd64eac711",
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"cell_type": "code",
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"source": "write_workflow(file_name=\"workflow.json\")",
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"metadata": {
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"trusted": true
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},
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"execution_count": null,
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"id": "2",
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"metadata": {},
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"outputs": [],
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"execution_count": 3
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"source": [
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"write_workflow(file_name=\"workflow.json\")"
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]
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},
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{
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"id": "df302bd2-e9b6-4595-979c-67c46414d986",
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"cell_type": "code",
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"source": "! cwltool workflow.cwl workflow.yml",
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"metadata": {
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"trusted": true
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": "/srv/conda/envs/notebook/bin/cwltool:11: DeprecationWarning: Nesting argument groups is deprecated.\n sys.exit(run())\n\u001B[1;30mINFO\u001B[0m /srv/conda/envs/notebook/bin/cwltool 3.1.20250110105449\n\u001B[1;30mINFO\u001B[0m Resolved 'workflow.cwl' to 'file:///home/jovyan/example_workflows/arithmetic/workflow.cwl'\n\u001B[1;30mINFO\u001B[0m [workflow ] start\n\u001B[1;30mINFO\u001B[0m [workflow ] starting step get_prod_and_div_0\n\u001B[1;30mINFO\u001B[0m [step get_prod_and_div_0] start\n\u001B[1;30mINFO\u001B[0m [job get_prod_and_div_0] /tmp/_1apt559$ python \\\n -m \\\n python_workflow_definition.cwl \\\n --workflowfile=/tmp/dyuxg6ka/stgf337bac5-2f8e-4489-bd51-83491b1d5f0e/workflow.py \\\n --function=workflow.get_prod_and_div \\\n --arg_x=/tmp/dyuxg6ka/stgd87c2fe4-ca8e-4031-9af0-751d6944cbe7/x.pickle \\\n --arg_y=/tmp/dyuxg6ka/stg7bcb8ced-0e5b-442e-a0e0-2b3117afe2d8/y.pickle\n\u001B[1;30mINFO\u001B[0m [job get_prod_and_div_0] completed success\n\u001B[1;30mINFO\u001B[0m [step get_prod_and_div_0] completed success\n\u001B[1;30mINFO\u001B[0m [workflow ] starting step get_sum_1\n\u001B[1;30mINFO\u001B[0m [step get_sum_1] start\n\u001B[1;30mINFO\u001B[0m [job get_sum_1] /tmp/ysau_yra$ python \\\n -m \\\n python_workflow_definition.cwl \\\n --workflowfile=/tmp/rm6c9qek/stgfef68b90-5d69-4da9-a952-b9c2f2a1eb76/workflow.py \\\n --function=workflow.get_sum \\\n --arg_x=/tmp/rm6c9qek/stg35728be7-5a6d-487b-bd02-345581007663/prod.pickle \\\n --arg_y=/tmp/rm6c9qek/stgc0992786-237e-4308-9d9e-814ebbfb0319/div.pickle\n\u001B[1;30mINFO\u001B[0m [job get_sum_1] completed success\n\u001B[1;30mINFO\u001B[0m [step get_sum_1] completed success\n\u001B[1;30mINFO\u001B[0m [workflow ] starting step get_square_2\n\u001B[1;30mINFO\u001B[0m [step get_square_2] start\n\u001B[1;30mINFO\u001B[0m [job get_square_2] /tmp/o3gzya8t$ python \\\n -m \\\n python_workflow_definition.cwl \\\n --workflowfile=/tmp/6a3sltnz/stg58ccf048-a5c3-4ba3-a24f-c64adfff84cd/workflow.py \\\n --function=workflow.get_square \\\n --arg_x=/tmp/6a3sltnz/stg70203cec-cbd4-4fea-a3de-70e9373d9c9d/result.pickle\n\u001B[1;30mINFO\u001B[0m [job get_square_2] completed success\n\u001B[1;30mINFO\u001B[0m [step get_square_2] completed success\n\u001B[1;30mINFO\u001B[0m [workflow ] completed success\n{\n \"result_file\": {\n \"location\": \"file:///home/jovyan/example_workflows/arithmetic/result.pickle\",\n \"basename\": \"result.pickle\",\n \"class\": \"File\",\n \"checksum\": \"sha1$1fd8f217331336b1226b84e351c56fb9a8d93685\",\n \"size\": 21,\n \"path\": \"/home/jovyan/example_workflows/arithmetic/result.pickle\"\n }\n}\u001B[1;30mINFO\u001B[0m Final process status is success\n"
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}
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],
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"execution_count": 4
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"execution_count": null,
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"id": "3",
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"metadata": {},
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"outputs": [],
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"source": [
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"! cwltool workflow.cwl workflow.yml"
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]
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},
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{
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"id": "2942dbba-ea0a-4d20-be5c-ed9992d09ff8",
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"cell_type": "code",
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"source": "with open(\"result.pickle\", \"rb\") as f:\n print(pickle.load(f))",
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"metadata": {
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"trusted": true
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": "6.25\n"
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}
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],
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"execution_count": 5
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"execution_count": null,
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"id": "4",
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"metadata": {},
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"outputs": [],
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"source": [
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"with open(\"result.pickle\", \"rb\") as f:\n",
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" print(pickle.load(f))"
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]
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},
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{
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"id": "60e909ee-d0d0-4bd1-81c8-dd5274ae5834",
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"cell_type": "code",
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"source": "",
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"metadata": {
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"trusted": true
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},
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"execution_count": null,
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"id": "5",
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"metadata": {},
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"outputs": [],
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"execution_count": null
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"source": []
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}
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]
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],
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"metadata": {},
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"nbformat": 4,
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"nbformat_minor": 5
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}

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