Github user JoshRosen commented on the pull request:

    https://github.com/apache/spark/pull/10835#issuecomment-174356027
  
    I took a fairly broad pass over this and the bulk of the changes here look 
straightforward. Most of my comments above are fairly minor.
    
    Let me take a closer look at the followup patch for SPARK-12896 in order to 
try to better understand the comments and disabled tests which reference it.
    
    One high-level question: as part of this migration of task metrics to 
accumulators, I believe that we planned to introduce a mechanism to opt out of 
accumulator update de-duplication logic for these internal metric accumulators. 
Are you planning to do that change as part of these two patches or will that be 
deferred to followup


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