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https://issues.apache.org/jira/browse/SPARK-4352?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sandy Ryza resolved SPARK-4352.
-------------------------------
          Resolution: Fixed
       Fix Version/s: 1.5.0
    Target Version/s: 1.5.0

> Incorporate locality preferences in dynamic allocation requests
> ---------------------------------------------------------------
>
>                 Key: SPARK-4352
>                 URL: https://issues.apache.org/jira/browse/SPARK-4352
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core, YARN
>    Affects Versions: 1.2.0
>            Reporter: Sandy Ryza
>            Assignee: Saisai Shao
>            Priority: Critical
>             Fix For: 1.5.0
>
>         Attachments: Supportpreferrednodelocationindynamicallocation.pdf
>
>
> Currently, achieving data locality in Spark is difficult unless an 
> application takes resources on every node in the cluster.  
> preferredNodeLocalityData provides a sort of hacky workaround that has been 
> broken since 1.0.
> With dynamic executor allocation, Spark requests executors in response to 
> demand from the application.  When this occurs, it would be useful to look at 
> the pending tasks and communicate their location preferences to the cluster 
> resource manager. 



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