Github user davies commented on the pull request:

    https://github.com/apache/spark/pull/10935#issuecomment-204658130
  
    @xguo27 Thanks for working on this. I think the root cause here is that we 
extract Python UDFs too early (in analyzer), EvaluatePython is an special 
logical plan, many rules have no knowledge of it, which will break many things. 
We should extract Python UDFs later, in end of optimizer, or physical plan, I 
will send an PR to fix that.


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