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https://issues.apache.org/jira/browse/MAPREDUCE-5079?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13606567#comment-13606567
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Bikas Saha commented on MAPREDUCE-5079:
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+1 for the approach as the current one of full fidelity replay, while great 
when it works, is subject to being brittle. Similar approach is followed for 
restoring the RM state in which the AppManager, App and AppAttempt are handed 
their respective state payloads from which  they restore their respective 
states.
                
> Recovery should restore task state from job history info directly
> -----------------------------------------------------------------
>
>                 Key: MAPREDUCE-5079
>                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-5079
>             Project: Hadoop Map/Reduce
>          Issue Type: Improvement
>          Components: mr-am
>    Affects Versions: 0.23.7
>            Reporter: Jason Lowe
>            Assignee: Jason Lowe
>         Attachments: MAPREDUCE-5079.patch
>
>
> We've encountered a lot of hanging issues during MR-AM recovery because the 
> state machines don't always end up in the same states after recovery.  This 
> is especially true when speculative execution is enabled.  It should be 
> straightforward to restore task and task attempt states directly from the 
> TaskInfo and TaskAttemptInfo records in the job history file to avoid relying 
> on the task state machines ending up in the proper states with the proper 
> number of attempts.
> This should be a more robust solution that would also give us the option of 
> recovering start time and log locations for tasks that were in-progress when 
> the AM crashed.

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