Github user shivaram commented on the pull request:

    https://github.com/apache/spark/pull/12887#issuecomment-217054062
  
    Ah yes - I missed that. I think the logic is fine and matches the python 
API. LGTM. One minor thing: could we add test cases for all 3 scenarios 
detailed in the description ? I think we have it for the only column is 
specified case right now


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