Github user pwendell commented on the pull request:

    https://github.com/apache/spark/pull/4067#issuecomment-72975805
  
    Hey @ksakellis - I did a pretty thorough review here, any chance you could 
take a look? Most of the things were small. The only major thing is that I 
think if we are going to always show the output metrics for Hadoop (even for 
older versions) we need to make sure that we at least do a "best effort" 
presentation of the output size for older versions. I think it would be good if 
we could sneak that in, since otherwise that output metrics thing is not so 
useful for many people running with older versions. However, I'd also be okay 
just not showing either bytes or count in that case (which I think was the 
behavior before).
    
    A second issue I realized (let's open a new JIRA for this) is that we never 
track output metrics (size or bytes) when data is written to cache, which is 
confusing because we track input metrics when data is read from cache.


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