Github user vanzin commented on the pull request:

    https://github.com/apache/spark/pull/2337#issuecomment-56408155
  
    Just to be clear, I'm ok with switching to using job groups to achieve what 
HoS needs (and close this PR/bug), but even that path seems like it could use 
some changes to make the lives of people using the API easier.


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