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Describe the issue this Pull Request addresses

This PR addresses inconsistencies and errors in both utils.py and the associated notebook.

Summary and Changelog

Improved the usability of S3-related operations in utils.py, and updated the notebook accordingly to reflect these changes.

Impact

None

Risk Level

none

Documentation Update

Changes are internal to utility and example notebook usage

Contributor's checklist

  • Read through contributor's guide
  • Enough context is provided in the sections above
  • Adequate tests were added if applicable

@github-actions github-actions bot added the size:S PR with lines of changes in (10, 100] label Oct 13, 2025
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CI report:

Bot commands @hudi-bot supports the following commands:
  • @hudi-bot run azure re-run the last Azure build

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