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fix: Prevent mutation of cached feature resolution results #6722
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| Original file line number | Diff line number | Diff line change | ||||||||||||||||
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@@ -6,6 +6,7 @@ | |||||||||||||||||
| import pytest | ||||||||||||||||||
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| import feast.utils as utils | ||||||||||||||||||
| from feast.protos.feast.types.Value_pb2 import Value as ValueProto | ||||||||||||||||||
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| @pytest.fixture(autouse=True) | ||||||||||||||||||
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@@ -140,6 +141,36 @@ def test_returned_result_row_names_is_mutable_copy(self, mock_ctx): | |||||||||||||||||
| assert isinstance(result_row_names_1, frozenset) | ||||||||||||||||||
| assert result_row_names_1 == result_row_names_2 | ||||||||||||||||||
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| @patch("feast.utils._get_online_request_context") | ||||||||||||||||||
| def test_grouped_refs_are_copied_per_request(self, mock_ctx): | ||||||||||||||||||
| """Downstream mutations must not leak into cached grouped refs.""" | ||||||||||||||||||
| mock_ctx.return_value = _make_context() | ||||||||||||||||||
| registry = _make_registry(datetime.now(tz=timezone.utc)) | ||||||||||||||||||
| entity_values = {"user_id": [ValueProto(int64_val=1)]} | ||||||||||||||||||
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| first_result = utils._prepare_entities_to_read_from_online_store( | ||||||||||||||||||
| registry, | ||||||||||||||||||
| "proj", | ||||||||||||||||||
| ["fv:feat1"], | ||||||||||||||||||
| entity_values, | ||||||||||||||||||
| native_entity_values=False, | ||||||||||||||||||
| ) | ||||||||||||||||||
| first_requested_features = first_result[1][0][1] | ||||||||||||||||||
| first_requested_features.append("_ts:fv") | ||||||||||||||||||
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| second_result = utils._prepare_entities_to_read_from_online_store( | ||||||||||||||||||
| registry, | ||||||||||||||||||
| "proj", | ||||||||||||||||||
| ["fv:feat1"], | ||||||||||||||||||
| entity_values, | ||||||||||||||||||
| native_entity_values=False, | ||||||||||||||||||
| ) | ||||||||||||||||||
| second_requested_features = second_result[1][0][1] | ||||||||||||||||||
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| assert second_requested_features == ["feat1"] | ||||||||||||||||||
| assert second_requested_features is not first_requested_features | ||||||||||||||||||
| mock_ctx.assert_called_once() | ||||||||||||||||||
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Comment on lines
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Collaborator
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. [Suggestion] Add assertion for first_requested_features content The test verifies the second request wasn't affected but doesn't assert that the first request's mutation was successful. Adding this assertion would make the test more complete. Suggested:
Suggested change
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| @patch("feast.utils._get_online_request_context") | ||||||||||||||||||
| def test_feature_service_cached_separately(self, mock_ctx): | ||||||||||||||||||
| """FeatureService objects should be cached by name.""" | ||||||||||||||||||
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[Suggestion] Consider using copy.deepcopy for more robust copying
While the current list comprehension works for this case, using copy.deepcopy would be more explicit about the intent and handle any future changes to the data structure more robustly.
Suggested: