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https://issues.apache.org/jira/browse/MAPREDUCE-4819?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13505291#comment-13505291
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Vinod Kumar Vavilapalli commented on MAPREDUCE-4819:
----------------------------------------------------

Haven't read through the whole discussion yet, but it looks to me that the 
following will solve the issue: What we need to ensure is the final 
JobHistoryEvent i.e JobFinishedEvent is logged and flushed before changing the 
job-state to SUCCEEDED. JobHistory is our commit log. In case RM reruns an 
application, we need to verify if there is a final JobFinishedEvent and avoid 
rerunning in case there is one.
                
> AM can rerun job after reporting final job status to the client
> ---------------------------------------------------------------
>
>                 Key: MAPREDUCE-4819
>                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-4819
>             Project: Hadoop Map/Reduce
>          Issue Type: Bug
>          Components: mr-am
>    Affects Versions: 0.23.3, 2.0.1-alpha
>            Reporter: Jason Lowe
>            Assignee: Bikas Saha
>            Priority: Critical
>
> If the AM reports final job status to the client but then crashes before 
> unregistering with the RM then the RM can run another AM attempt.  Currently 
> AM re-attempts assume that the previous attempts did not reach a final job 
> state, and that causes the job to rerun (from scratch, if the output format 
> doesn't support recovery).
> Re-running the job when we've already told the client the final status of the 
> job is bad for a number of reasons.  If the job failed, it's confusing at 
> best since the client was already told the job failed but the subsequent 
> attempt could succeed.  If the job succeeded there could be data loss, as a 
> subsequent job launched by the client tries to consume the job's output as 
> input just as the re-attempt starts removing output files in preparation for 
> the output commit.

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