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Move date part rendering tests to separate module
This moves the date part rendering tests out of the test_dataflow_to_sql_plan module into their own space. The new module is tagged for both date_part and granularity query rendering, because impending updates to date_part and granularity handling will likely require some additional query rendering tests, and date_part and granularity rendering will be fairly similar in terms of the pattern of the final output.
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metricflow/test/query_rendering/test_granularity_date_part_rendering.py
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"""Tests metric query rendering for granularity and date part operations. | ||
This module runs query requests for various granularity/date part options and compares | ||
the rendered output against snapshot files. | ||
""" | ||
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from __future__ import annotations | ||
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import pytest | ||
from _pytest.fixtures import FixtureRequest | ||
from dbt_semantic_interfaces.type_enums.time_granularity import TimeGranularity | ||
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from metricflow.dataflow.builder.dataflow_plan_builder import DataflowPlanBuilder | ||
from metricflow.dataset.dataset import DataSet | ||
from metricflow.plan_conversion.dataflow_to_sql import DataflowToSqlQueryPlanConverter | ||
from metricflow.protocols.sql_client import SqlClient | ||
from metricflow.specs.specs import ( | ||
MetricFlowQuerySpec, | ||
MetricSpec, | ||
) | ||
from metricflow.test.fixtures.setup_fixtures import MetricFlowTestSessionState | ||
from metricflow.test.query_rendering.compare_rendered_query import convert_and_check | ||
from metricflow.time.date_part import DatePart | ||
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@pytest.mark.sql_engine_snapshot | ||
def test_simple_query_with_date_part( # noqa: D | ||
request: FixtureRequest, | ||
mf_test_session_state: MetricFlowTestSessionState, | ||
dataflow_plan_builder: DataflowPlanBuilder, | ||
dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, | ||
sql_client: SqlClient, | ||
) -> None: | ||
dataflow_plan = dataflow_plan_builder.build_plan( | ||
MetricFlowQuerySpec( | ||
metric_specs=(MetricSpec(element_name="bookings"),), | ||
time_dimension_specs=( | ||
DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.DOW), | ||
), | ||
) | ||
) | ||
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convert_and_check( | ||
request=request, | ||
mf_test_session_state=mf_test_session_state, | ||
dataflow_to_sql_converter=dataflow_to_sql_converter, | ||
sql_client=sql_client, | ||
node=dataflow_plan.sink_output_nodes[0].parent_node, | ||
) | ||
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@pytest.mark.sql_engine_snapshot | ||
def test_simple_query_with_multiple_date_parts( # noqa: D | ||
request: FixtureRequest, | ||
mf_test_session_state: MetricFlowTestSessionState, | ||
dataflow_plan_builder: DataflowPlanBuilder, | ||
dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, | ||
sql_client: SqlClient, | ||
) -> None: | ||
dataflow_plan = dataflow_plan_builder.build_plan( | ||
MetricFlowQuerySpec( | ||
metric_specs=(MetricSpec(element_name="bookings"),), | ||
time_dimension_specs=( | ||
DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.DAY), | ||
DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.DOW), | ||
DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.DOY), | ||
DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.MONTH), | ||
DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.QUARTER), | ||
DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.YEAR), | ||
), | ||
) | ||
) | ||
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convert_and_check( | ||
request=request, | ||
mf_test_session_state=mf_test_session_state, | ||
dataflow_to_sql_converter=dataflow_to_sql_converter, | ||
sql_client=sql_client, | ||
node=dataflow_plan.sink_output_nodes[0].parent_node, | ||
) | ||
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@pytest.mark.sql_engine_snapshot | ||
def test_offset_window_with_date_part( # noqa: D | ||
request: FixtureRequest, | ||
mf_test_session_state: MetricFlowTestSessionState, | ||
dataflow_plan_builder: DataflowPlanBuilder, | ||
dataflow_to_sql_converter: DataflowToSqlQueryPlanConverter, | ||
sql_client: SqlClient, | ||
) -> None: | ||
dataflow_plan = dataflow_plan_builder.build_plan( | ||
MetricFlowQuerySpec( | ||
metric_specs=(MetricSpec(element_name="bookings_growth_2_weeks"),), | ||
time_dimension_specs=( | ||
DataSet.metric_time_dimension_spec(time_granularity=TimeGranularity.DAY, date_part=DatePart.DOW), | ||
), | ||
) | ||
) | ||
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convert_and_check( | ||
request=request, | ||
mf_test_session_state=mf_test_session_state, | ||
dataflow_to_sql_converter=dataflow_to_sql_converter, | ||
sql_client=sql_client, | ||
node=dataflow_plan.sink_output_nodes[0].parent_node, | ||
) |
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