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https://issues.apache.org/jira/browse/SPARK-32974?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17200721#comment-17200721
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Apache Spark commented on SPARK-32974:
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User 'zhengruifeng' has created a pull request for this issue:
https://github.com/apache/spark/pull/29850

> FeatureHasher transform optimization
> ------------------------------------
>
>                 Key: SPARK-32974
>                 URL: https://issues.apache.org/jira/browse/SPARK-32974
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>    Affects Versions: 3.1.0
>            Reporter: zhengruifeng
>            Priority: Minor
>
> for a numerical column, its output index is a hash of its col_name, we can 
> pre-compute it at first, instead of computing it on each row.



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