Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/21157
  
    To keep the current behaviour without the workaround above (using 
CloudPickler), the weird fix is required 
(https://github.com/apache/spark/pull/21180) where some private methods should 
be used. I also gave few quick tries but looks not quite easy to fix.
    
    It is a hack to remove and looks difficult to remove. Now a rough 
workaround was possible (CloudPickler) so I inclined to get rid of it at Spark 
3.0 for now.


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