Github user karlhigley commented on the pull request:

    https://github.com/apache/spark/pull/1269#issuecomment-58435188
  
    Yes, iterations still increase in length.
    
    Since the function is recursive and the background changes, maybe it was 
picking up a copy of the updated background on each iteration and serializing 
those for previous iterations too?  I don't quite understand how/why that would 
happen, but it's the only thing I can think of that accounts for the behavior.


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