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https://issues.apache.org/jira/browse/MAPREDUCE-2729?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13079451#comment-13079451
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Sherry Chen commented on MAPREDUCE-2729:
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I manually verified this fix on the 10 nodes cluster.

Verification steps:
1. Replace hadoop-capacity-scheduler.jar with the fix on the cluster gateway
2. Modify the capacity-scheduler.xml to ensure a queue have multiple map & 
reduce task slots
3. restart mapred
4. Submit jobs for a user which start reduces when 5% (default) maps complete, 
submit jobs for 2nd user (same queue as 1st user) which start reduces when 50% 
maps complete.
5. Verify that 1st user got all queue reduce capacity whatever the 2nd user 
hasn't used yet, it is greater than user-limit.



> Reducers are always counted having "pending tasks" even if they can't be 
> scheduled yet because not enough of their mappers have completed
> -----------------------------------------------------------------------------------------------------------------------------------------
>
>                 Key: MAPREDUCE-2729
>                 URL: https://issues.apache.org/jira/browse/MAPREDUCE-2729
>             Project: Hadoop Map/Reduce
>          Issue Type: Improvement
>    Affects Versions: 0.20.205.0
>         Environment: 0.20.1xx-Secondary
>            Reporter: Sherry Chen
>            Assignee: Sherry Chen
>             Fix For: 0.20.205.0
>
>         Attachments: MAPREDUCE-2729.patch
>
>
> In capacity scheduler, number of users in a queue needing slots are 
> calculated based on whether users' jobs have any pending tasks.
> This works fine for map tasks. However, for reduce tasks, jobs do not need 
> reduce slots until the minimum number of map tasks have been completed.
> Here, we add checking whether reduce is ready to schedule (i.e. if a job has 
> completed enough map tasks) when we increment number of users in a queue 
> needing reduce slots.

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