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https://issues.apache.org/jira/browse/SPARK-6565?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14384161#comment-14384161
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Michael Armbrust commented on SPARK-6565:
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It is not that it returns an RDD, it is that it takes an RDD of json data.  
Just like jsonFile does not return a file.

> Deprecate jsonRDD and replace it by jsonDataFrame / jsonDF
> ----------------------------------------------------------
>
>                 Key: SPARK-6565
>                 URL: https://issues.apache.org/jira/browse/SPARK-6565
>             Project: Spark
>          Issue Type: Bug
>          Components: SQL
>    Affects Versions: 1.3.0
>            Reporter: Cheng Lian
>            Priority: Minor
>
> Since 1.3.0, {{SQLContext.jsonRDD}} actually returns a {{DataFrame}}, the 
> original name becomes confusing. Would be better to deprecate it and add 
> {{jsonDataFrame}} or {{jsonDF}} instead.



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