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feat: Pass requested On-Demand Feature Views to Provider get_historical_features
#5803
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1a93f6b
feat: pass ODFVs to provider for historical retrieval
Shizoqua 01a8320
feat: pass requested ODFVs into provider.get_historical_features
Shizoqua c52cee3
chore: fix ruff lint in ODFV provider tests
Shizoqua 1501fd4
style: format ODFV provider test
Shizoqua ceb44c9
Merge branch 'master' into feat/pass-odfvs-to-provider
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63 changes: 63 additions & 0 deletions
63
sdk/python/tests/unit/test_feature_store_passes_odfvs_to_provider.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,63 @@ | ||
| from types import SimpleNamespace | ||
|
|
||
| from feast.feature_store import FeatureStore | ||
| from feast.infra.offline_stores.offline_store import RetrievalJob | ||
|
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|
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| class _CapturingProvider: | ||
| def __init__(self): | ||
| self.captured_on_demand_feature_views = None | ||
|
|
||
| def get_historical_features( | ||
| self, | ||
| config, | ||
| feature_views, | ||
| on_demand_feature_views, | ||
| feature_refs, | ||
| entity_df, | ||
| registry, | ||
| project, | ||
| full_feature_names, | ||
| **kwargs, | ||
| ): | ||
| self.captured_on_demand_feature_views = on_demand_feature_views | ||
| return RetrievalJob() | ||
|
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|
|
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| def test_feature_store_passes_on_demand_feature_views_to_provider(monkeypatch): | ||
| provider = _CapturingProvider() | ||
|
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| store = FeatureStore.__new__(FeatureStore) | ||
| store.config = SimpleNamespace(project="test_project", coerce_tz_aware=False) | ||
| store._registry = object() | ||
| store._get_provider = lambda: provider | ||
|
|
||
| fv = object() | ||
| odfv = object() | ||
|
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| monkeypatch.setattr( | ||
| "feast.utils._get_features", | ||
| lambda registry, project, features, allow_cache=False: ["odfv:feat"], | ||
| ) | ||
| monkeypatch.setattr( | ||
| "feast.utils._get_feature_views_to_use", | ||
| lambda registry, project, features, allow_cache=False, hide_dummy_entity=True: ( | ||
| [fv], | ||
| [odfv], | ||
| ), | ||
| ) | ||
| monkeypatch.setattr( | ||
| "feast.utils._group_feature_refs", | ||
| lambda feature_refs, feature_views, on_demand_feature_views: ( | ||
| [(fv, [])], | ||
| [(odfv, [])], | ||
| ), | ||
| ) | ||
| monkeypatch.setattr( | ||
| "feast.utils._validate_feature_refs", | ||
| lambda *args, **kwargs: None, | ||
| ) | ||
|
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| store.get_historical_features(entity_df="SELECT 1", features=["odfv:feat"]) | ||
|
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| assert provider.captured_on_demand_feature_views == [odfv] |
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