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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