Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/20567
  
    Just FYI, except option 3., the complexity in other options and the PR size 
will be all similar - 
https://github.com/apache/spark/pull/20567#issuecomment-364806378 and 
https://github.com/apache/spark/pull/20567#issuecomment-365064243


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