Github user tgravescs commented on the pull request: https://github.com/apache/spark/pull/9051#issuecomment-147498589 So one thing I would I want from this is if I have 100's of stages I want to be able to quickly (I don't want to click on each individual stage) look and see which ones "took the longest" to see if there were problems or optimizations that could be made for those stages. "took the longest" can obviously have different meanings and different things could be useful. I don't want the wait time but the active time might not be what I want either as if its only running a few tasks out of thousands at a time the "active time" might be huge when each task only took very little time. That is why we were talking about the max task time because it could be an indicator that a certain node or task was having issues. I think the "active time" is better then duration and can tell you certain things but I don't think it tells me what I'm looking for here. How is the max task time here misleading? Its basically the same thing you get if you click on the stage and can see the min/25th/med/75th/max, just in an easier to view across stages. Note I don't think we should redefine duration since its more a backwards compatibility thing.
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