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https://issues.apache.org/jira/browse/SPARK-22397?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16247106#comment-16247106
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Apache Spark commented on SPARK-22397:
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User 'huaxingao' has created a pull request for this issue:
https://github.com/apache/spark/pull/19715

> Add multiple column support to QuantileDiscretizer
> --------------------------------------------------
>
>                 Key: SPARK-22397
>                 URL: https://issues.apache.org/jira/browse/SPARK-22397
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>    Affects Versions: 2.2.0
>            Reporter: Nick Pentreath
>
> Once SPARK-20542 adds multi column support to {{Bucketizer}}, we  can add 
> multi column support to the {{QuantileDiscretizer}} too.



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