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https://issues.apache.org/jira/browse/SPARK-8007?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14630897#comment-14630897
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Reynold Xin commented on SPARK-8007:
------------------------------------

[~jd] Take a look at this: 
https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/SQLContext.scala#L146



> Support resolving virtual columns in DataFrames
> -----------------------------------------------
>
>                 Key: SPARK-8007
>                 URL: https://issues.apache.org/jira/browse/SPARK-8007
>             Project: Spark
>          Issue Type: Sub-task
>          Components: SQL
>            Reporter: Reynold Xin
>
> Create the infrastructure so we can resolve df("SPARK__PARTITION__ID") to 
> SparkPartitionID expression.
> A cool use case is to understand physical data skew:
> {code}
> df.groupBy("SPARK__PARTITION__ID").count()
> {code}



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