Github user felixcheung commented on the issue:

    https://github.com/apache/spark/pull/18613
  
    in #18496 we discuss the behavior of the output prediction 
(https://github.com/apache/spark/pull/18496#discussion_r125815887), similar in 
https://github.com/apache/spark/pull/18613#discussion_r127011929, I'd suggest 
we step back and review how handleInvalid should work in Scala first.
    
    I think we can still make progress in this PR and #18605, but likely need 
some changes in Scala.



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