Github user chenghao-intel commented on the pull request:

    https://github.com/apache/spark/pull/6762#issuecomment-119775338
  
    @davies, thanks for the reviewing, and I will update the code once we make 
the alignment for the comments.
    
    I do have the same concerns on the DataFrame API. Yes, let's leave it for 
another PR, as there are some other APIs have the same concerns.



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