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(#2020) Bump to Spark 3.5.1 #2023

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馃洃 Important:

Please open an issue to discuss significant work before you start. We appreciate your contributions and don't want your efforts to go to waste!

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Purpose of this PR

Resolves #2020 by updating the default Spark version.

Proposed changes:

  • Bumps the default Spark version to 3.5.1

Change Category

Indicate the type of change by marking the applicable boxes:

  • Bugfix (non-breaking change which fixes an issue)
  • Feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that could affect existing functionality)
  • Documentation update

Rationale

Integrates bug fixes and IA fixes from upstream Spark

Checklist

Before submitting your PR, please review the following:

  • I have conducted a self-review of my own code.
  • I have updated documentation accordingly.
  • I have added tests that prove my changes are effective or that my feature works.
  • Existing unit tests pass locally with my changes.

Additional Notes

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[APPROVALNOTIFIER] This PR is NOT APPROVED

This pull-request has been approved by:
Once this PR has been reviewed and has the lgtm label, please assign mwielgus for approval. For more information see the Kubernetes Code Review Process.

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Signed-off-by: Peter Jablonski <mcclonski.peter@gmail.com>
Signed-off-by: Peter McClonski <mcclonski.peter@gmail.com>
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[FEATURE] Upgrade default image to Spark 3.5.1
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