Github user davies commented on the pull request:

    https://github.com/apache/spark/pull/5527#issuecomment-93803958
  
    We need to convert the numpy types into Python types anyway, so I think 
it's better to be done BEFORE inferring schema, then we do not need to change 
types.py, also user could do the conversion by themselves.


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