Github user JoshRosen commented on the pull request:

    https://github.com/apache/spark/pull/4021#issuecomment-75313991
  
    Overall, this looks pretty good to me, since it's a huge improvement over 
the status quo of retaining accumulators indefinitely.  I left one minor 
comment regarding cleanup of the accumulator map entries themselves.  The 
actual memory-leak addressed by my ContextCleaner suggestion isn't as big a 
problem as the original issue fixed here, but using a ContextCleaner cleanup 
task also gives us the chance to output a useful log message when accumulators 
are garbage collected.


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