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https://issues.apache.org/jira/browse/SPARK-10296?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14716556#comment-14716556
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Sean Owen commented on SPARK-10296:
-----------------------------------

That's an interesting idea. As the comments allude to, I believe this parameter 
really exists to support mapping key-value pairs when the key doesn't change, 
and isn't applicable to general map operations. It exists on mapPartitions to 
support the methods in PairRDDFunctions. So I think the intent is to not expose 
this for map. You could say, well, it doesn't hurt to expose -- but I think at 
this point it would change some of the binary API signatures, which could be a 
blocker obstacle. Not 100% sure on that. 

> add preservesParitioning parameter to RDD.map
> ---------------------------------------------
>
>                 Key: SPARK-10296
>                 URL: https://issues.apache.org/jira/browse/SPARK-10296
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core
>            Reporter: Esteban Donato
>            Priority: Minor
>
> It would be nice to add the Boolean parameter preservesParitioning with 
> default false to RDD.map method just as it is in RDD.mapPartitions method.
> If you agree I can submit a pull request with this enhancement.



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