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Posted to issues@spark.apache.org by "ASF GitHub Bot (Jira)" <ji...@apache.org> on 2026/09/10 10:54:00 UTC

[jira] [Updated] (SPARK-59402) Reduce RandomForestRegressionModel broadcast size

     [ https://issues.apache.org/jira/browse/SPARK-59402?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

ASF GitHub Bot updated SPARK-59402:
-----------------------------------
    Labels: pull-request-available  (was: )

> Reduce RandomForestRegressionModel broadcast size
> -------------------------------------------------
>
>                 Key: SPARK-59402
>                 URL: https://issues.apache.org/jira/browse/SPARK-59402
>             Project: Spark
>          Issue Type: Sub-task
>          Components: ML
>    Affects Versions: 5.0.0
>            Reporter: Ruifeng Zheng
>            Priority: Major
>              Labels: pull-request-available
>
> RandomForestRegressionModel.transform currently broadcasts the entire model. Broadcast only the tree root nodes to reduce the serialized broadcast size and Spark Connect server pressure.



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