Github user jkbradley commented on the issue:

    https://github.com/apache/spark/pull/20442
  
    Yeah, this is a strong reason to separate explicitly set and default Params 
in the near future.  Let's not block 2.3 on this PR.  If you still want to try 
for 2.3, then I vote for option 1 but don't have a strong preference.  But I'm 
tempted to say we should just wait for 2.4 and do the long-term fix for Params.


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