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[SPARK-48088][PYTHON][CONNECT][TESTS] Prepare backward compatibility test 4.0 <> above #46358

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What changes were proposed in this pull request?

This PR forward ports #46334 to reduce conflicts.

Why are the changes needed?

To reduce the conflict against branch-3.5, and prepare 4.0 <> above test.

Does this PR introduce any user-facing change?

No, dev-only.

How was this patch tested?

CI in this PR should verify them.

Was this patch authored or co-authored using generative AI tooling?

No.

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@dongjoon-hyun dongjoon-hyun left a comment

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+1, LGTM.

JacobZheng0927 pushed a commit to JacobZheng0927/spark that referenced this pull request May 11, 2024
…test 4.0 <> above

### What changes were proposed in this pull request?

This PR forward ports apache#46334 to reduce conflicts.

### Why are the changes needed?

To reduce the conflict against branch-3.5, and prepare 4.0 <> above test.

### Does this PR introduce _any_ user-facing change?

No, dev-only.

### How was this patch tested?

CI in this PR should verify them.

### Was this patch authored or co-authored using generative AI tooling?

No.

Closes apache#46358 from HyukjinKwon/SPARK-48088-40.

Authored-by: Hyukjin Kwon <gurwls223@apache.org>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>
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