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https://issues.apache.org/jira/browse/SPARK-19852?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15904590#comment-15904590
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Apache Spark commented on SPARK-19852:
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User 'VinceShieh' has created a pull request for this issue:
https://github.com/apache/spark/pull/17237

> StringIndexer.setHandleInvalid should have another option 'new': Python API 
> and docs
> ------------------------------------------------------------------------------------
>
>                 Key: SPARK-19852
>                 URL: https://issues.apache.org/jira/browse/SPARK-19852
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML, PySpark
>    Affects Versions: 2.2.0
>            Reporter: Joseph K. Bradley
>            Priority: Minor
>
> Update Python API for StringIndexer so setHandleInvalid doc is correct.  This 
> will probably require:
> * putting HandleInvalid within StringIndexer to update its built-in doc (See 
> Bucketizer for an example.)
> * updating API docs and maybe the guide



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