HyukjinKwon opened a new pull request #34688:
URL: https://github.com/apache/spark/pull/34688


   ### What changes were proposed in this pull request?
   
   This PR proposes to replace Python's built-in CPickle to CPickle-based 
cloudpickle (requires Python 3.8+).
   For Python 3.7 and below, it still uses the legacy built-in CPickle for the 
performance matter.
   
   ### Why are the changes needed?
   
   To remove named tuple hack for the issues such as: SPARK-32079,  SPARK-22674 
and SPARK-27810.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   Existing test cases should cover all test cases.


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