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https://issues.apache.org/jira/browse/SPARK-12669?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15107892#comment-15107892
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Hossein Falaki commented on SPARK-12669:
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If/when Spark Data sources API supports that, CSV data source will 
automatically get it. I mean this is a broader discussion.

> Organize options for default values
> -----------------------------------
>
>                 Key: SPARK-12669
>                 URL: https://issues.apache.org/jira/browse/SPARK-12669
>             Project: Spark
>          Issue Type: Sub-task
>          Components: SQL
>    Affects Versions: 2.0.0
>            Reporter: Hossein Falaki
>
> CSV data source in SparkSQL should be able to differentiate empty string, 
> null, NaN, “N/A” (maybe data type dependent).



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