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Add parser test for conversion metrics.
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metricflow-semantics/tests_metricflow_semantics/query/test_conversion_metrics.py
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from __future__ import annotations | ||
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import pytest | ||
from _pytest.fixtures import FixtureRequest | ||
from dbt_semantic_interfaces.implementations.semantic_manifest import PydanticSemanticManifest | ||
from metricflow_semantics.model.semantic_manifest_lookup import SemanticManifestLookup | ||
from metricflow_semantics.query.query_parser import MetricFlowQueryParser | ||
from metricflow_semantics.test_helpers.config_helpers import MetricFlowTestConfiguration | ||
from metricflow_semantics.test_helpers.snapshot_helpers import assert_object_snapshot_equal | ||
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@pytest.fixture(scope="module") | ||
def query_parser(simple_semantic_manifest: PydanticSemanticManifest) -> MetricFlowQueryParser: # noqa: D103 | ||
return MetricFlowQueryParser(SemanticManifestLookup(simple_semantic_manifest)) | ||
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def test_conversion_rate_with_constant_properties( # noqa: D103 | ||
request: FixtureRequest, | ||
mf_test_configuration: MetricFlowTestConfiguration, | ||
query_parser: MetricFlowQueryParser, | ||
) -> None: | ||
result = query_parser.parse_and_validate_query( | ||
metric_names=("visit_buy_conversion_rate_by_session",), | ||
group_by_names=("visit__referrer_id", "user__home_state_latest", "metric_time"), | ||
) | ||
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assert_object_snapshot_equal( | ||
request=request, | ||
mf_test_configuration=mf_test_configuration, | ||
obj=result, | ||
) |
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...ion_metrics.py/ParseQueryResult/test_conversion_rate_with_constant_properties__result.txt
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ParseQueryResult( | ||
query_spec=MetricFlowQuerySpec( | ||
metric_specs=(MetricSpec(element_name='visit_buy_conversion_rate_by_session'),), | ||
dimension_specs=( | ||
DimensionSpec( | ||
element_name='referrer_id', | ||
entity_links=(EntityReference(element_name='visit'),), | ||
), | ||
DimensionSpec( | ||
element_name='home_state_latest', | ||
entity_links=(EntityReference(element_name='user'),), | ||
), | ||
), | ||
time_dimension_specs=(TimeDimensionSpec(element_name='metric_time', time_granularity=DAY),), | ||
filter_intersection=PydanticWhereFilterIntersection(), | ||
filter_spec_resolution_lookup=FilterSpecResolutionLookUp(), | ||
min_max_only=False, | ||
), | ||
queried_semantic_models=( | ||
SemanticModelReference(semantic_model_name='buys_source'), | ||
SemanticModelReference(semantic_model_name='users_latest'), | ||
SemanticModelReference(semantic_model_name='visits_source'), | ||
), | ||
) |