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Posted to issues@spark.apache.org by "Apache Spark (Jira)" <ji...@apache.org> on 2020/10/27 22:55:00 UTC
[jira] [Commented] (SPARK-32919) Add support in Spark driver to
coordinate the shuffle map stage in push-based shuffle by selecting
external shuffle services for merging shuffle partitions
[ https://issues.apache.org/jira/browse/SPARK-32919?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17221822#comment-17221822 ]
Apache Spark commented on SPARK-32919:
--------------------------------------
User 'venkata91' has created a pull request for this issue:
https://github.com/apache/spark/pull/30164
> Add support in Spark driver to coordinate the shuffle map stage in push-based shuffle by selecting external shuffle services for merging shuffle partitions
> -----------------------------------------------------------------------------------------------------------------------------------------------------------
>
> Key: SPARK-32919
> URL: https://issues.apache.org/jira/browse/SPARK-32919
> Project: Spark
> Issue Type: Sub-task
> Components: Shuffle, Spark Core
> Affects Versions: 3.1.0
> Reporter: Min Shen
> Priority: Major
>
> In the beginning of a shuffle map stage, driver needs to select external shuffle services as the mergers of the shuffle partitions for the corresponding shuffle.
> We currently leverage the immediate available information about current and past executor location information for this selection purpose. Ideally, this would be behind a pluggable interface so that we can potentially leverage information tracked outside of a Spark application for better load balancing or for a disaggregate deployment environment.
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