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https://issues.apache.org/jira/browse/SPARK-4921?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16021410#comment-16021410
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Imran Rashid commented on SPARK-4921:
-------------------------------------

I want to point out that this also results in really confusing behavior in the 
event logs and the UI -- no pref tasks show up as "Process local" in the UI.  
This doesn't adversely effect scheduling, but is very confusing for the user.

I know this is really old, but just curious [~CodingCat] if you remember why 
this was done in SPARK-2294.

> TaskSetManager mistakenly returns PROCESS_LOCAL for NO_PREF tasks
> -----------------------------------------------------------------
>
>                 Key: SPARK-4921
>                 URL: https://issues.apache.org/jira/browse/SPARK-4921
>             Project: Spark
>          Issue Type: Bug
>          Components: Spark Core
>    Affects Versions: 1.2.0
>            Reporter: Xuefu Zhang
>         Attachments: NO_PREF.patch
>
>
> During research for HIVE-9153, we found that TaskSetManager returns 
> PROCESS_LOCAL for NO_PREF tasks, which may caused performance degradation. 
> Changing the return value to NO_PREF, as demonstrated in the attached patch, 
> seemingly improves the performance.



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