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https://issues.apache.org/jira/browse/SPARK-8051?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley resolved SPARK-8051.
--------------------------------------
       Resolution: Fixed
    Fix Version/s: 1.4.1
                   1.5.0

Issue resolved by pull request 6595
[https://github.com/apache/spark/pull/6595]

> StringIndexerModel (and other models) shouldn't complain if the input column 
> is missing.
> ----------------------------------------------------------------------------------------
>
>                 Key: SPARK-8051
>                 URL: https://issues.apache.org/jira/browse/SPARK-8051
>             Project: Spark
>          Issue Type: Bug
>          Components: ML
>    Affects Versions: 1.4.0
>            Reporter: Xiangrui Meng
>            Assignee: Xiangrui Meng
>             Fix For: 1.5.0, 1.4.1
>
>
> If a transformer is not used during transformation, it should keep silent if 
> the input column is missing.



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