Github user davies commented on the pull request:

    https://github.com/apache/spark/pull/12620#issuecomment-214147661
  
    @njwhite We still use PickleSerializer to deserialize the functions, so it 
means the serializer MUST be compatible with Pickle, I'm not sure make it 
configurable will be really helpful (not a good API interface).
    
    If you really want to hack it in your case, I think you could have many 
ways to hack it in Python.


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