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https://issues.apache.org/jira/browse/SPARK-27025?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16983646#comment-16983646
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Sean R. Owen commented on SPARK-27025:
--------------------------------------

It's a duplicate JIRA, so I closed it. It's always possible to keep discussing 
it. This one was auto-closed. See the discussion here for where it ended up. I 
think the next step is prototyping what cases it can speed up and how much.

> Speed up toLocalIterator
> ------------------------
>
>                 Key: SPARK-27025
>                 URL: https://issues.apache.org/jira/browse/SPARK-27025
>             Project: Spark
>          Issue Type: Wish
>          Components: Spark Core
>    Affects Versions: 2.3.3
>            Reporter: Erik van Oosten
>            Priority: Major
>
> Method {{toLocalIterator}} fetches the partitions to the driver one by one. 
> However, as far as I can see, any required computation for the 
> yet-to-be-fetched-partitions is not kicked off until it is fetched. 
> Effectively only one partition is being computed at the same time. 
> Desired behavior: immediately start calculation of all partitions while 
> retaining the download-a-partition at a time behavior.



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