Github user rxin commented on the pull request:

    https://github.com/apache/spark/pull/8931#issuecomment-146289878
  
    My ideal UI would be:
    
    high level:
    - input rows
    - output rows
    - spill (using on-disk size)
    - data size (instead of calling it memory - this should include the total 
data size)
    
    low level (maybe a tab or a separate page):
    - histogram on task memory
    - histogram on task spill
    
    If we don't have time to implement the histogram, we can either not report 
the individual task ones, or report them if they are not too verbose. 



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