Github user ankurdave commented on the pull request:

    https://github.com/apache/spark/pull/4273#issuecomment-72088245
  
    Some users might not want to checkpoint even if their checkpoint directory 
is set, but I don't a good way to expose that as an option without breaking 
binary compatibility. @rxin


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