feat(ingestion/mongodb) re-order aggregation logic #12428
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Remove an unnecessary comma in the MongoDB aggregation logic to ensure consistency in the code style. This change does not affect functionality but improves code readability.
Refactor the MongoDB document aggregation process by consolidating the aggregation call into a single location, regardless of the sample size condition. This change enhances code clarity and maintains functionality.
Refactor the MongoDB document aggregation logic to streamline the handling of sampling conditions. The changes ensure that the aggregation process is clearer by consolidating the logic for random sampling and limiting sample size into a more cohesive structure, enhancing code readability while maintaining existing functionality.
Reorganize the logic for adding a document size filter in the MongoDB aggregation process. The changed aggregation order improves MongoDB scanning performance.
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…ndom sampling - Introduced a new golden JSON file for MongoDB ingestion without random sampling. - Updated the test suite to include a pipeline that verifies the ingestion process. - Ensured the output is validated against the new golden file to maintain data integrity. This commit enhances the testing framework for MongoDB ingestion, ensuring that the functionality works as expected without random sampling.
…ormance - Added a comment in the `construct_schema_pymongo` function to clarify that the order of aggregations affects execution time. - Explained that placing the sample/limit aggregation first allows subsequent aggregations to process a smaller dataset, thus improving performance.
sgomezvillamor
approved these changes
Feb 3, 2025
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This is my first pull request, and I want to ensure everything is in order for it to be merged. Could you please let me know if there are any additional steps or requirements I need to fulfill? I appreciate your guidance and support. |
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We can ignore codecov complains and this can be merged. Thanks for the contrib! |
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I fix the linked issue by reordering aggregation logics.
It would be sampling first then measuring doc size and filtering so much faster.
Checklist
should_add_document_size_filter#12427