[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.