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https://issues.apache.org/jira/browse/SPARK-4836?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16008737#comment-16008737
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Alex Bozarth commented on SPARK-4836:
-------------------------------------

I looked into this a bit on behalf of [~ckadner] and I believe this is an issue 
with how JobProgressListener stores completed stages. I'm not sure if I have 
time to continue to look into this so if someone wants to look into this ping 
me first to make sure I'm still working on it.

> Web UI should display separate information for all stage attempts
> -----------------------------------------------------------------
>
>                 Key: SPARK-4836
>                 URL: https://issues.apache.org/jira/browse/SPARK-4836
>             Project: Spark
>          Issue Type: Bug
>          Components: Web UI
>    Affects Versions: 1.1.1, 1.2.0
>            Reporter: Josh Rosen
>
> I've run into some cases where the web UI job page will say that a job took 
> 12 minutes but the sum of that job's stage times is something like 10 
> seconds.  In this case, it turns out that my job ran a stage to completion 
> (which took, say, 5 minutes) then lost some partitions of that stage and had 
> to run a new stage attempt to recompute one or two tasks from that stage.  As 
> a result, the latest attempt for that stage reports only one or two tasks.  
> In the web UI, it seems that we only show the latest stage attempt, not all 
> attempts, which can lead to confusing / misleading displays for jobs with 
> failed / partially-recomputed stages.



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