Github user holdenk commented on the pull request:

    https://github.com/apache/spark/pull/11105#issuecomment-208963389
  
    @viirya - I think having consistent accumulators only be consistent inside 
some of the Spark operations might be a little confusing, although that's also 
where I started the implementation, and I think one still needs to do some 
wrapping or explicitly pass the RDD ID in to the accumulator to determine which 
RDD exactly it's coming from when it's chained together on the same iterator. 
This PR only has the overhead if the task has a consistent accumulator 
otherwise no wrapping will occur.


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