[jira] [Commented] (SPARK-3626) Replace AsyncRDDActions with a more general async. API

["Apache Spark (JIRA)" <ji...@apache.org>]

    [ https://issues.apache.org/jira/browse/SPARK-3626?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14142588#comment-14142588 ] 

Apache Spark commented on SPARK-3626:
-------------------------------------

User 'JoshRosen' has created a pull request for this issue:
https://github.com/apache/spark/pull/2482

> Replace AsyncRDDActions with a more general async. API
> ------------------------------------------------------
>
>                 Key: SPARK-3626
>                 URL: https://issues.apache.org/jira/browse/SPARK-3626
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core
>            Reporter: Josh Rosen
>            Assignee: Josh Rosen
>
> The experimental AsyncRDDActions APIs seem to only exist in order to enable job cancellation.
> We've been considering extending these APIs to support progress monitoring, but this would require stabilizing them so they're no longer {{@Experimental}}.
> Instead, I propose to replace all of the AsyncRDDActions with a mechanism based on job groups which allows arbitrary computations to be run in job groups and supports cancellation / monitoring of Spark jobs launched from those computations.
> (full design pending; see my GitHub PR for more details).



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