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https://issues.apache.org/jira/browse/MAPREDUCE-4819?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13505617#comment-13505617
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Jason Lowe commented on MAPREDUCE-4819:
---------------------------------------

We have to be careful about the fact that the job history log is moved to the 
done intermediate directory during shutdown after notifying the client.  
Therefore there's a window of opportunity where we can fail after notifying the 
client and moving the job history file but before unregistering from the RM.  
When the app attempt restarts in that case, the job history file won't be found 
and we'll end up re-running the job from scratch.  We either need to unregister 
from the RM first (and rely on the FINISHING grace period to buy us enough time 
to move the file) or explicitly *not* delete the file when we copy it to done 
intermediate and instead wait for the staging directory to be removed later to 
clean it up.
                
> 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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