Truncate the table if the size exceeds more than 2GB #446
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Summary
This change ensures the resultant record batches size does not exceed 2GB. Pyarrow uses int offsets and hence cannot hold arrays more than 2GB as the offset would overflow.
Rationale
The fix had already been applied but missed a corner case.
Changes
Address the corner case.
Impact
No impact on existing job runs. However, this change will allow onboarding tables with large parquet files.
Testing
Added functional tests for both cases.
Regression Risk
Very Low
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.