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https://issues.apache.org/jira/browse/MAPREDUCE-4629?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13450070#comment-13450070
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Robert Joseph Evans commented on MAPREDUCE-4629:
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DEBUG_MODE for the history server is present also in trunk and 2.0 as well.

I don't believe that anyone is using it, but there could be a few people using 
it to test the history server outside of Hadoop proper.  I am +1 for removing 
it.  I don't see much of a reason to change anything at this point except to 
rip it out, and amybe make the debug-printing LOG.debug.  If someone else wants 
similar functionality for testing we can add in targeted configs to do things 
like what Karthik is suggesting.
                
> In DEBUG_MODE, JobHistory#directoryTime() returns incorrect time
> ----------------------------------------------------------------
>
>                 Key: MAPREDUCE-4629
>                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-4629
>             Project: Hadoop Map/Reduce
>          Issue Type: Bug
>    Affects Versions: 1.0.3
>            Reporter: Karthik Kambatla
>            Assignee: Karthik Kambatla
>         Attachments: MR-4629.patch, MR-4629.patch.v1
>
>
> The helper methods in JobHistory - directoryTime() and 
> timestampDirectoryComponent() - adjust the month field for readability (Jan 
> is 0 as per Calendar, 1 for us)
> In DEBUG_MODE, JobHistory uses hour instead of month. However, the adjustment 
> is still applied.

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