Github user pwendell commented on the pull request:

    https://github.com/apache/spark/pull/4449#issuecomment-73397829
  
    This seems like a slightly awkward API to expose since to use it you need 
to basically write a customized InputFormat. If someone is writing customized 
InputFormat's, then why can't the just write a custom RDD as well. Is the idea 
that someone would write an input format that only returns a single split for 
each file?


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