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https://issues.apache.org/jira/browse/SPARK-31013?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Gengliang Wang resolved SPARK-31013.
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    Fix Version/s: 3.1.0
       Resolution: Fixed

This issue is resolved in https://github.com/apache/spark/pull/27763.

> InMemoryStore: improve removeAllByIndexValues over natural key index
> --------------------------------------------------------------------
>
>                 Key: SPARK-31013
>                 URL: https://issues.apache.org/jira/browse/SPARK-31013
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core, Web UI
>    Affects Versions: 3.1.0
>            Reporter: Gengliang Wang
>            Assignee: Gengliang Wang
>            Priority: Minor
>             Fix For: 3.1.0
>
>
> The method `removeAllByIndexValues` in KVStore is to delete all the objects 
> which have certain values in the given index.
> However, in the current implementation of  `InMemoryStore`, when the given 
> index is the natural key index, there is no special handling for it and a 
> linear search over all the task data is performed.
> We can improve it by deleting the natural keys directly from the internal 
> hashmap.



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