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https://issues.apache.org/jira/browse/SPARK-8678?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-8678:
---------------------------------
    Assignee: Manoj Kumar

> Default values in Pipeline API should be immutable
> --------------------------------------------------
>
>                 Key: SPARK-8678
>                 URL: https://issues.apache.org/jira/browse/SPARK-8678
>             Project: Spark
>          Issue Type: Bug
>          Components: ML, PySpark
>    Affects Versions: 1.4.1
>            Reporter: Manoj Kumar
>            Assignee: Manoj Kumar
>             Fix For: 1.5.0, 1.4.2.
>
>
> If the default params are mutable, then if the function or method is called 
> again without any value for the default params, then the changed values are 
> used.



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