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[SPARK-51847][PYTHON] Extend PySpark testing framework util functions with basic data tests

Hi @HyukjinKwon, @zhengruifeng, @asl3 — just following up to see if you might have a chance to review the PR when time allows. Appreciate your time and input!

[SPARK-51847][PYTHON] Extend PySpark testing framework util functions with basic data tests

@asl3 thanks for you review! i've implemented your suggestions. would be great if you could check it out when you have the time!

[SPARK-51847][PYTHON] Extend PySpark testing framework util functions with basic data tests

Hi @HyukjinKwon, @zhengruifeng, @asl3 — just checking in on this PR. I’ve made the changes based on the earlier feedback, so let me know if there’s anything else you’d like...

[SPARK-51847][PYTHON] Extend PySpark testing framework util functions with basic data tests

Hey @HyukjinKwon and @zhengruifeng, would it be possible to re-open this PR and remove the stale tag? It is a feature that would be really useful for my (and hopefully...