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https://issues.apache.org/jira/browse/SPARK-15920?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15454543#comment-15454543
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Sean Owen commented on SPARK-15920:
-----------------------------------

It was closed because it's a question, and that should go on the mailing list. 
JIRA is for discussion of concrete changes in the source code.
You can call .map on a DataFrame anyway, and get a Dataset of the result, so 
the premise isn't true. Well, at least I know that's the case for Scala.

> Using map on DataFrame
> ----------------------
>
>                 Key: SPARK-15920
>                 URL: https://issues.apache.org/jira/browse/SPARK-15920
>             Project: Spark
>          Issue Type: Bug
>          Components: PySpark
>    Affects Versions: 2.0.0
>         Environment: branch-2.0
>            Reporter: Piotr Milanowski
>
> In Spark 1.6 there was a method {{DataFrame.map}} as an alias to 
> {{DataFrame.rdd.map}}. In spark 2.0 this functionality no longer exists.
> Is there a preferred way of doing map on a DataFrame without explicitly 
> calling {{DataFrame.rdd.map}}? Maybe this functionality should be kept, just 
> for backward compatibility purpose?



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