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📝 WalkthroughWalkthroughThis pull request introduces a new boolean flag, Changes
Sequence Diagram(s)sequenceDiagram
participant RS as RecordSelector
participant TR as Transformer
participant FL as Filter
alt Transformation Before Filtering (flag True)
RS ->> TR: Transform records
TR -->> RS: Return transformed records
RS ->> FL: Filter transformed records
FL -->> RS: Return filtered records
else Filtering Before Transformation (flag False)
RS ->> FL: Filter records
FL -->> RS: Return filtered records
RS ->> TR: Transform filtered records
TR -->> RS: Return transformed records
end
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Actionable comments posted: 0
🧹 Nitpick comments (1)
airbyte_cdk/sources/declarative/extractors/record_selector.py (1)
108-118: Consider adding docstring to explain the transformation order behavior.The conditional logic is clear, but adding a docstring would help users understand the impact of
transform_before_filteringon the processing order.def filter_and_transform( self, all_data: Iterable[Mapping[str, Any]], stream_state: StreamState, records_schema: Mapping[str, Any], stream_slice: Optional[StreamSlice] = None, next_page_token: Optional[Mapping[str, Any]] = None, ) -> Iterable[Record]: + """ + Process records by applying transformations and filtering. + + When transform_before_filtering is True, records are transformed before being filtered. + This is useful when the filter depends on transformed values. + Otherwise, records are filtered first and only matching records are transformed. + """
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📒 Files selected for processing (4)
airbyte_cdk/sources/declarative/extractors/record_selector.py(2 hunks)airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py(3 hunks)unit_tests/sources/declarative/extractors/test_record_selector.py(2 hunks)unit_tests/sources/declarative/parsers/test_model_to_component_factory.py(2 hunks)
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🔇 Additional comments (5)
airbyte_cdk/sources/declarative/extractors/record_selector.py (1)
44-44: LGTM! Good default value choice.The
transform_before_filteringflag is initialized toFalsewhich maintains backward compatibility with existing behavior.unit_tests/sources/declarative/extractors/test_record_selector.py (1)
225-311: LGTM! Comprehensive test coverage.The test is well-structured with:
- Clear test cases for both transformation orders
- Good documentation explaining the test scenarios
- Thorough assertions verifying the behavior
airbyte_cdk/sources/declarative/parsers/model_to_component_factory.py (2)
2419-2430: LGTM! Clean integration with client-side incremental sync.The changes correctly set
transform_before_filteringto True when client-side incremental sync is enabled, ensuring transformed values are available for filtering.
2445-2445: LGTM! Proper inclusion in RecordSelector initialization.The
transform_before_filteringflag is correctly passed to the RecordSelector constructor.unit_tests/sources/declarative/parsers/test_model_to_component_factory.py (1)
1197-1197: LGTM! The new assertions validate the transform_before_filtering behavior.The added assertions verify that transformations are applied before filtering when using client-side incremental sync, which is the expected behavior. This helps ensure data consistency and proper record processing order.
Also applies to: 1279-1279
2 participants
Resolves: #330
Summary by CodeRabbit
New Features
Tests