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https://issues.apache.org/jira/browse/SPARK-52013?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Weichen Xu resolved SPARK-52013.
--------------------------------
    Fix Version/s: 4.1.0
       Resolution: Fixed

Issue resolved by pull request 50832
[https://github.com/apache/spark/pull/50832]

> Fix SparkConnectClient ml_caches
> --------------------------------
>
>                 Key: SPARK-52013
>                 URL: https://issues.apache.org/jira/browse/SPARK-52013
>             Project: Spark
>          Issue Type: Sub-task
>          Components: Connect, ML, PySpark
>    Affects Versions: 4.1.0
>            Reporter: Weichen Xu
>            Assignee: Weichen Xu
>            Priority: Major
>              Labels: pull-request-available
>             Fix For: 4.1.0
>
>
> Fix SparkConnectClient ml_caches:
>  
> The `ml_caches` set should be a global set , but current code makes it a 
> thread-local set.



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