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https://issues.apache.org/jira/browse/SPARK-54001?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Herman van Hövell reassigned SPARK-54001:
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Assignee: Venkata Sai Akhil Gudesa
> Reduce memory footprint from cached local relations upon cloning
> ----------------------------------------------------------------
>
> Key: SPARK-54001
> URL: https://issues.apache.org/jira/browse/SPARK-54001
> Project: Spark
> Issue Type: Improvement
> Components: Connect, Spark Core
> Affects Versions: 4.2
> Reporter: Venkata Sai Akhil Gudesa
> Assignee: Venkata Sai Akhil Gudesa
> Priority: Major
> Labels: pull-request-available
>
> Cloning sessions is a common operation in Spark applications (e.g., for
> creating isolated execution contexts). The current approach of duplicating
> cached data can significantly increase memory footprint, especially when:
> * Sessions are cloned frequently
> * Cached relations contain large datasets
> * Multiple clones exist simultaneously
>
> An improvement can be made by implementing reference counting as opposed to
> data replication for the block manager entries that reference cached local
> relations.
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