Github user shivaram commented on the pull request:

    https://github.com/apache/spark/pull/6005#issuecomment-100398166
  
    Thanks @cafreeman for taking a look. I opened 
https://issues.apache.org/jira/browse/SPARK-7499 for the column specification 
thing. I investigated this a bit yesterday and found one way to do it, but I 
think involves some code re-org. Feel free to take a shot at it if you get time 
- we can target it for Spark 1.5


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