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https://issues.apache.org/jira/browse/SPARK-23328?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16351482#comment-16351482
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Apache Spark commented on SPARK-23328:
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User 'HyukjinKwon' has created a pull request for this issue:
https://github.com/apache/spark/pull/20499

> Disallow default value None when 'to_replace' is not a dictionary
> -----------------------------------------------------------------
>
>                 Key: SPARK-23328
>                 URL: https://issues.apache.org/jira/browse/SPARK-23328
>             Project: Spark
>          Issue Type: Bug
>          Components: PySpark, SQL
>    Affects Versions: 2.3.0
>            Reporter: Hyukjin Kwon
>            Priority: Major
>
> We happened to set {{None}} as a default value via SPARK-19454 which is quite 
> weird.
> Looks we better only do this when the input is dictionary.
> Please see https://github.com/apache/spark/pull/16793#issuecomment-362684399



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