Github user rxin commented on the pull request:

    https://github.com/apache/spark/pull/11105#issuecomment-213121639
  
    Maybe wait a little bit? This will make more sense in the new API and will 
also be easier to test given we are simplifying a lot of the infrastructure. 
Basically your pr got me to look into the existing implementations of task 
metrics and accumulators, and I found them unnecessarily complicated. The new 
one should be a lot simpler to understand while more powerful. Would be great 
to get some feedback on the new user facing API too.



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