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https://issues.apache.org/jira/browse/SPARK-28968?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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zhengruifeng resolved SPARK-28968.
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    Resolution: Resolved

> Add HasNumFeatures in the scala side
> ------------------------------------
>
>                 Key: SPARK-28968
>                 URL: https://issues.apache.org/jira/browse/SPARK-28968
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>    Affects Versions: 3.0.0
>            Reporter: zhengruifeng
>            Priority: Minor
>
> In the py side, HasNumFeatures is provided and inherited by 'HashingTF' and 
> 'FeatureHasher'.
> It is reasonable to also add HasNumFeatures in the scala side.
> Since '1<<18' is used by default in all place, we should add it as a default 
> into param trait.



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