Release/4.38.3

deploy/testgen-base.dockerfile

@@ -1,4 +1,4 @@
-FROM python:3.12.7-alpine3.20
+FROM python:3.12-alpine3.22
 
 ENV LANG=C.UTF-8
 ENV LC_ALL=C.UTF-8
@@ -14,7 +14,7 @@ RUN apk update && apk upgrade && apk add --no-cache \
     cmake \
     musl-dev \
     gfortran \
-    linux-headers=6.6-r0 \
+    linux-headers=6.14.2-r0 \
     # Tools needed for installing the MSSQL ODBC drivers \
     curl \
     gpg \
@@ -25,7 +25,7 @@ RUN apk update && apk upgrade && apk add --no-cache \
     unixodbc=2.3.12-r0 \
     unixodbc-dev=2.3.12-r0 \
     # Pinned versions for security
-    xz=5.6.2-r1
+    xz=5.8.1-r0
 
 RUN apk add --no-cache \
     --repository https://dl-cdn.alpinelinux.org/alpine/v3.21/community \
@@ -48,7 +48,6 @@ RUN apk del \
     cmake \
     musl-dev \
     gfortran \
-    curl \
     gpg \
     linux-headers \
     openblas-dev \

deploy/testgen.dockerfile

@@ -1,4 +1,4 @@
-ARG TESTGEN_BASE_LABEL=v7
+ARG TESTGEN_BASE_LABEL=v9
 
 FROM datakitchen/dataops-testgen-base:${TESTGEN_BASE_LABEL} AS release-image
 

pyproject.toml

@@ -8,7 +8,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "dataops-testgen"
-version = "4.32.5"
+version = "4.38.3"
 description = "DataKitchen's Data Quality DataOps TestGen"
 authors = [
     { "name" = "DataKitchen, Inc.", "email" = "info@datakitchen.io" },
@@ -60,6 +60,8 @@ dependencies = [
     "streamlit-pydantic==0.6.0",
     "cron-converter==1.2.1",
     "cron-descriptor==2.0.5",
+    "pybars3==0.9.7",
+    "azure-identity==1.25.1",
 
     # Pinned to match the manually compiled libs or for security
     "pyarrow==18.1.0",

testgen/__main__.py

@@ -4,13 +4,12 @@
 import subprocess
 import sys
 from dataclasses import dataclass, field
+from datetime import UTC, datetime, timedelta
 
 import click
 from click.core import Context
-from progress.spinner import MoonSpinner
 
 from testgen import settings
-from testgen.commands.run_execute_tests import run_execution_steps
 from testgen.commands.run_generate_tests import run_test_gen_queries
 from testgen.commands.run_get_entities import (
     run_get_results,
@@ -29,8 +28,9 @@
 )
 from testgen.commands.run_launch_db_config import run_launch_db_config
 from testgen.commands.run_observability_exporter import run_observability_exporter
-from testgen.commands.run_profiling_bridge import run_profiling_queries
+from testgen.commands.run_profiling import run_profiling
 from testgen.commands.run_quick_start import run_quick_start, run_quick_start_increment
+from testgen.commands.run_test_execution import run_test_execution
 from testgen.commands.run_test_metadata_exporter import run_test_metadata_exporter
 from testgen.commands.run_upgrade_db_config import get_schema_revision, is_db_revision_up_to_date, run_upgrade_db_config
 from testgen.common import (
@@ -45,6 +45,7 @@
 from testgen.common.models import with_database_session
 from testgen.common.models.profiling_run import ProfilingRun
 from testgen.common.models.test_run import TestRun
+from testgen.common.models.test_suite import TestSuite
 from testgen.scheduler import register_scheduler_job, run_scheduler
 from testgen.utils import plugins
 
@@ -114,20 +115,16 @@ def cli(ctx: Context, verbose: bool):
 
 @register_scheduler_job
 @cli.command("run-profile", help="Generates a new profile of the table group.")
-@pass_configuration
 @click.option(
     "-tg",
     "--table-group-id",
     required=True,
     type=click.STRING,
-    help="The identifier for the table group used during a profile run. Use a table_group_id shown in list-table-groups.",
+    help="ID of the table group to profile. Use a table_group_id shown in list-table-groups.",
 )
-def run_profile(configuration: Configuration, table_group_id: str):
+def run_profile(table_group_id: str):
     click.echo(f"run-profile with table_group_id: {table_group_id}")
-    spinner = None
-    if not configuration.verbose:
-        spinner = MoonSpinner("Processing ... ")
-    message = run_profiling_queries(table_group_id, spinner=spinner)
+    message = run_profiling(table_group_id)
     click.echo("\n" + message)
 
 
@@ -163,28 +160,40 @@ def run_test_generation(configuration: Configuration, table_group_id: str, test_
 
 @register_scheduler_job
 @cli.command("run-tests", help="Performs tests defined for a test suite.")
+@click.option(
+    "-t",
+    "--test-suite-id",
+    required=False,
+    type=click.STRING,
+    help="ID of the test suite to run. Use a test_suite_id shown in list-test-suites.",
+)
 @click.option(
     "-pk",
     "--project-key",
-    help="The identifier for a TestGen project. Use a project_key shown in list-projects.",
+    help="DEPRECATED. Use --test-suite-id instead.",
     required=False,
     type=click.STRING,
     default=settings.PROJECT_KEY,
 )
 @click.option(
     "-ts",
     "--test-suite-key",
-    help="The identifier for a test suite. Use a test_suite_key shown in list-test-suites.",
+    help="DEPRECATED. Use --test-suite-id instead.",
     required=False,
     default=settings.DEFAULT_TEST_SUITE_KEY,
 )
-@pass_configuration
-def run_tests(configuration: Configuration, project_key: str, test_suite_key: str):
-    click.echo(f"run-tests for suite: {test_suite_key}")
-    spinner = None
-    if not configuration.verbose:
-        spinner = MoonSpinner("Processing ... ")
-    message = run_execution_steps(project_key, test_suite_key, spinner=spinner)
+@with_database_session
+def run_tests(test_suite_id: str | None = None, project_key: str | None = None, test_suite_key: str | None = None):
+    click.echo(f"run-tests for suite: {test_suite_id or test_suite_key}")
+    # For backward compatibility
+    if not test_suite_id:
+        test_suites = TestSuite.select_minimal_where(
+            TestSuite.project_code == project_key,
+            TestSuite.test_suite == test_suite_key,
+        )
+        if test_suites:
+            test_suite_id = test_suites[0].id
+    message = run_test_execution(test_suite_id)
     click.echo("\n" + message)
 
 
@@ -370,27 +379,27 @@ def quick_start(
 
     click.echo("loading initial data")
     run_quick_start_increment(0)
-    minutes_offset = -30*24*60 # 1 month ago
-    table_group_id="0ea85e17-acbe-47fe-8394-9970725ad37d"
+    now_date = datetime.now(UTC)
+    time_delta = timedelta(days=-30) # 1 month ago
+    table_group_id = "0ea85e17-acbe-47fe-8394-9970725ad37d"
+    test_suite_id = "9df7489d-92b3-49f9-95ca-512160d7896f"
 
     click.echo(f"run-profile with table_group_id: {table_group_id}")
-    spinner = None
-    if not configuration.verbose:
-        spinner = MoonSpinner("Processing ... ")
-    message = run_profiling_queries(table_group_id, spinner=spinner, minutes_offset=minutes_offset)
+    message = run_profiling(table_group_id, run_date=now_date + time_delta) 
     click.echo("\n" + message)
 
     LOG.info(f"run-test-generation with table_group_id: {table_group_id} test_suite: {settings.DEFAULT_TEST_SUITE_KEY}")
     message = run_test_gen_queries(table_group_id, settings.DEFAULT_TEST_SUITE_KEY)
     click.echo("\n" + message)
 
-    run_execution_steps(settings.PROJECT_KEY, settings.DEFAULT_TEST_SUITE_KEY, minutes_offset=minutes_offset)
+    run_test_execution(test_suite_id, run_date=now_date + time_delta)
 
-    for iteration in range(1, 4):
-        click.echo(f"Running iteration: {iteration} / 3")
-        minutes_offset = -10*24*60 * (3-iteration)
+    total_iterations = 3
+    for iteration in range(1, total_iterations + 1):
+        click.echo(f"Running iteration: {iteration} / {total_iterations}")
+        run_date = now_date + timedelta(days=-10 * (total_iterations - iteration)) # 10 day increments
         run_quick_start_increment(iteration)
-        run_execution_steps(settings.PROJECT_KEY, settings.DEFAULT_TEST_SUITE_KEY, minutes_offset=minutes_offset)
+        run_test_execution(test_suite_id, run_date=run_date)
 
     click.echo("Quick start has successfully finished.")
 

testgen/commands/queries/contingency_query.py

@@ -0,0 +1,51 @@
+# UNUSED CODE - TO BE REVIVED LATER
+
+import dataclasses
+from uuid import UUID
+
+from testgen.common import read_template_sql_file
+from testgen.common.database.database_service import quote_csv_items, replace_params
+
+
+@dataclasses.dataclass
+class ContingencyTable:
+    schema_name: str
+    table_name: str
+    contingency_columns: str
+
+
+class ContingencySQL:
+
+    contingency_max_values = 6
+
+    def _get_query(
+        self,
+        template_file_name: str,
+        sub_directory: str | None = "contingency",
+        params: dict | None = None,
+    ) -> tuple[str | None, dict]:
+        query = read_template_sql_file(template_file_name, sub_directory)
+        query = replace_params(query, params or {})
+
+        return query, params
+
+    def get_contingency_columns(self, profiling_run_id: UUID) -> tuple[str, dict]:
+        # Runs on App database
+        return self._get_query(
+            "contingency_columns.sql",
+            params={
+                "PROFILE_RUN_ID": profiling_run_id,
+                "CONTINGENCY_MAX_VALUES": self.contingency_max_values,
+            },
+        )
+
+    def get_contingency_counts(self, contingency_table: ContingencyTable) -> tuple[str, dict]:
+        # Runs on Target database
+        return self._get_query(
+            "contingency_counts.sql",
+            params={
+                "DATA_SCHEMA": contingency_table.schema_name,
+                "DATA_TABLE": contingency_table.table_name,
+                "CONTINGENCY_COLUMNS": quote_csv_items(contingency_table.contingency_columns),
+            },
+        )