[Converter] Multiple pk support; Refactor parquet file to Iceberg data file conversion functions to be Ray distributed tasks. #542
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Summary
This PR mainly includes two additions:
parquet_file_to_iceberg_data_filecallsparquet.download_metadataandfilesystem._get_file_info()under the hood, which are performance bottlenecks. So refactor the conversion functions to be Ray distributed tasks.Rationale
Explain the reasoning behind the changes and their benefits to the project.
Changes
Impact
Discuss any potential impacts the changes may have on existing functionalities.
Testing
Describe how the changes have been tested, including both automated and manual testing strategies.
If this is a bugfix, explain how the fix has been tested to ensure the bug is resolved without introducing new issues.
Regression Risk
If this is a bugfix, assess the risk of regression caused by this fix and steps taken to mitigate it.
Checklist
Unit tests covering the changes have been added
E2E testing has been performed
Additional Notes
Any additional information or context relevant to this PR.