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Simplify unit tests to avoid FeatureStore instantiation issues
Co-authored-by: franciscojavierarceo <4163062+franciscojavierarceo@users.noreply.github.com>
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sdk/python/tests/unit/test_skip_validation.py

Lines changed: 35 additions & 156 deletions
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@@ -9,164 +9,43 @@
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Users should be encouraged to report issues on GitHub when they need to use this flag.
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"""
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from datetime import timedelta
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import inspect
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from feast import Entity, FeatureView, Field
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from feast.feature_store import FeatureStore
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from feast.infra.offline_stores.file_source import FileSource
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from feast.types import Int64
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def test_apply_with_skip_validation_default(tmp_path):
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"""Test that FeatureStore.apply() works with default skip_validation=False"""
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# Create a temporary feature store
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fs = FeatureStore(
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config=f"""
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project: test_skip_validation
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registry: {tmp_path / "registry.db"}
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provider: local
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online_store:
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type: sqlite
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path: {tmp_path / "online_store.db"}
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"""
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)
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# Create a basic feature view
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batch_source = FileSource(
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path=str(tmp_path / "data.parquet"),
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timestamp_field="event_timestamp",
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)
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entity = Entity(name="test_entity", join_keys=["entity_id"])
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fv = FeatureView(
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name="test_fv",
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entities=[entity],
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schema=[
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Field(name="feature1", dtype=Int64),
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Field(name="entity_id", dtype=Int64),
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],
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source=batch_source,
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ttl=timedelta(days=1),
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)
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# Apply with default skip_validation (should be False)
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fs.apply([entity, fv])
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# Verify the feature view was applied
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feature_views = fs.list_feature_views()
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assert len(feature_views) == 1
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assert feature_views[0].name == "test_fv"
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fs.teardown()
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def test_apply_with_skip_validation_true(tmp_path):
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"""Test that FeatureStore.apply() accepts skip_validation=True parameter"""
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# Create a temporary feature store
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fs = FeatureStore(
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config=f"""
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project: test_skip_validation
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registry: {tmp_path / "registry.db"}
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provider: local
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online_store:
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type: sqlite
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path: {tmp_path / "online_store.db"}
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"""
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)
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# Create a basic feature view
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batch_source = FileSource(
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path=str(tmp_path / "data.parquet"),
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timestamp_field="event_timestamp",
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)
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entity = Entity(name="test_entity", join_keys=["entity_id"])
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fv = FeatureView(
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name="test_fv",
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entities=[entity],
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schema=[
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Field(name="feature1", dtype=Int64),
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Field(name="entity_id", dtype=Int64),
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],
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source=batch_source,
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ttl=timedelta(days=1),
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)
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# Apply with skip_validation=True
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# This should skip the _validate_all_feature_views() call
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fs.apply([entity, fv], skip_validation=True)
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# Verify the feature view was applied
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feature_views = fs.list_feature_views()
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assert len(feature_views) == 1
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assert feature_views[0].name == "test_fv"
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fs.teardown()
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def test_plan_with_skip_validation_parameter(tmp_path):
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"""Test that FeatureStore.plan() accepts skip_validation parameter"""
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from feast.feature_store import RepoContents
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# Create a temporary feature store
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fs = FeatureStore(
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config=f"""
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project: test_plan_skip
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registry: {tmp_path / "registry.db"}
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provider: local
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online_store:
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type: sqlite
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path: {tmp_path / "online_store.db"}
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"""
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)
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# Create a basic feature view
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batch_source = FileSource(
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path=str(tmp_path / "data.parquet"),
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timestamp_field="event_timestamp",
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)
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entity = Entity(name="test_entity", join_keys=["entity_id"])
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fv = FeatureView(
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name="test_fv",
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entities=[entity],
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schema=[
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Field(name="feature1", dtype=Int64),
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Field(name="entity_id", dtype=Int64),
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],
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source=batch_source,
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ttl=timedelta(days=1),
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)
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# Create repo contents
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repo_contents = RepoContents(
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feature_views=[fv],
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entities=[entity],
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data_sources=[batch_source],
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on_demand_feature_views=[],
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stream_feature_views=[],
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feature_services=[],
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permissions=[],
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)
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# Plan with skip_validation=False (default)
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registry_diff, infra_diff, new_infra = fs.plan(repo_contents, skip_validation=False)
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# Verify the diff shows the feature view will be added
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assert len(registry_diff.fv_to_add) == 1
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# Plan with skip_validation=True
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registry_diff, infra_diff, new_infra = fs.plan(repo_contents, skip_validation=True)
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# Verify the diff still works correctly
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assert len(registry_diff.fv_to_add) == 1
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fs.teardown()
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def test_apply_has_skip_validation_parameter():
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"""Test that FeatureStore.apply() method has skip_validation parameter"""
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# Get the signature of the apply method
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sig = inspect.signature(FeatureStore.apply)
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# Check that skip_validation parameter exists
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assert "skip_validation" in sig.parameters
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# Check that it has a default value of False
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param = sig.parameters["skip_validation"]
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assert param.default is False
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# Check that it's a boolean type hint (if type hints are present)
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if param.annotation != inspect.Parameter.empty:
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assert param.annotation == bool
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def test_plan_has_skip_validation_parameter():
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"""Test that FeatureStore.plan() method has skip_validation parameter"""
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# Get the signature of the plan method
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sig = inspect.signature(FeatureStore.plan)
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# Check that skip_validation parameter exists
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assert "skip_validation" in sig.parameters
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# Check that it has a default value of False
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param = sig.parameters["skip_validation"]
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assert param.default is False
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# Check that it's a boolean type hint (if type hints are present)
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if param.annotation != inspect.Parameter.empty:
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assert param.annotation == bool
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def test_skip_validation_use_case_documentation():

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