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kind: Under the Hood | ||
body: Removed DatePart Enum and change imports to depend on DSI version instead. | ||
time: 2023-11-07T18:41:38.606807-06:00 | ||
custom: | ||
Author: DevonFulcher | ||
Issue: None |
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"""Script to help generate persistent source schemas with test data for all relevant engines.""" | ||
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from __future__ import annotations | ||
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import logging | ||
import os | ||
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from dbt_semantic_interfaces.enum_extension import assert_values_exhausted | ||
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from metricflow.protocols.sql_client import SqlEngine | ||
from metricflow.test.generate_snapshots import ( | ||
MetricFlowTestConfiguration, | ||
run_cli, | ||
run_command, | ||
set_engine_env_variables, | ||
) | ||
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logger = logging.getLogger(__name__) | ||
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def populate_schemas(test_configuration: MetricFlowTestConfiguration) -> None: # noqa: D | ||
set_engine_env_variables(test_configuration) | ||
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if test_configuration.engine is SqlEngine.DUCKDB or test_configuration.engine is SqlEngine.POSTGRES: | ||
# DuckDB & Postgres don't use persistent source schema | ||
return None | ||
elif ( | ||
test_configuration.engine is SqlEngine.SNOWFLAKE | ||
or test_configuration.engine is SqlEngine.BIGQUERY | ||
or test_configuration.engine is SqlEngine.DATABRICKS | ||
or test_configuration.engine is SqlEngine.REDSHIFT | ||
): | ||
engine_name = test_configuration.engine.value.lower() | ||
os.environ["MF_TEST_ADAPTER_TYPE"] = engine_name | ||
hatch_env = f"{engine_name}-env" | ||
run_command( | ||
f"hatch -v run {hatch_env}:pytest -vv --use-persistent-source-schema " | ||
"metricflow/test/source_schema_tools.py::populate_source_schema" | ||
) | ||
else: | ||
assert_values_exhausted(test_configuration.engine) | ||
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|
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if __name__ == "__main__": | ||
run_cli(populate_schemas) |
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