Github user JoshRosen commented on the pull request:

    https://github.com/apache/spark/pull/4021#issuecomment-76512378
  
    Another thought: if `register()` is somehow called twice for the same 
accumulator, then it looks like we'll silently overwrite the existing value in 
`localAccums`.  We should probably throw an exception instead, since that 
scenario could lead to lost updates.


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