Github user kayousterhout commented on the pull request:

    https://github.com/apache/spark/pull/9051#issuecomment-148576976
  
    @andrewor14 did you see @tgravescs 's comment saying that (1) and (2) don't 
really help his use case?  He wants an easy way to spot stages that took a lot 
of resources, and stage service time isn't a good measure of that -- since 
service time can be small if there was a lot of parallelism, or large if there 
wasn't much parallelism (although I do agree that the current duration is 
misleading, but fixing that won't solve this issue).
    
    I'd slightly prefer total task time (i.e., sum of times across all tasks) 
or an option where we show average and max task time, because just showing the 
max seems a little weird to me.


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