Github user squito commented on the pull request:

    https://github.com/apache/spark/pull/7770#issuecomment-127243422
  
    I didn't realize the point of that other PR was so we could start switching 
all task metrics over ... accumulators have their own set of confusing 
semantics around retries.  Plus You lose all type info on the values, now they 
come through as just strings, and also the "key" goes from being a member of 
the developer api that you can check against, to being a string constant that 
is `private[spark]`.
    
    I don't see how we will migrate without breaking backwards compatibility.  
It seems like we'll just be stuck with some metrics in each until we go to 2.0. 
 At that point we might be better off redesigning a metrics system with the 
semantics we actually want.
    
    I can see the appeal of adding some untyped way to get metrics, like MR 
counters, which even users could add to, I just don't know if accumulators 
actually give it to us.  But it sounds like you are telling me this is already 
a fait accompli?


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