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https://issues.apache.org/jira/browse/SPARK-33574?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Apache Spark reassigned SPARK-33574:
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Assignee: (was: Apache Spark)
> Improve locality for push-based shuffle especially for join like operations
> ---------------------------------------------------------------------------
>
> Key: SPARK-33574
> URL: https://issues.apache.org/jira/browse/SPARK-33574
> Project: Spark
> Issue Type: Sub-task
> Components: Shuffle, Spark Core
> Affects Versions: 3.1.0
> Reporter: Min Shen
> Priority: Major
>
> Currently, we only set locality for ShuffledRDD and ShuffledRowRDD with
> push-based shuffle.
> In simple stage DAGs where a ShuffledRDD or ShuffledRowRDD is the only input
> RDD, Spark can handle locality fine. However, if we have a join operation
> where a stage can consume multiple shuffle inputs or other non-shuffle
> inputs, the locality will take a hit with how DAGScheduler currently
> determines the preferred location.
> With push-based shuffle, we could potentially reuse the same set of merger
> locations across sibling ShuffleMapStages. This would enable a much better
> locality on the reducer stage side, where corresponding merged shuffle
> partitions for the multiple shuffle inputs are already colocated.
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