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https://issues.apache.org/jira/browse/SPARK-6686?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Michael Armbrust resolved SPARK-6686.
-------------------------------------
       Resolution: Fixed
    Fix Version/s: 1.4.0
                   1.3.1

Issue resolved by pull request 5337
[https://github.com/apache/spark/pull/5337]

> toDF column rename does not work when columns contain '.'
> ---------------------------------------------------------
>
>                 Key: SPARK-6686
>                 URL: https://issues.apache.org/jira/browse/SPARK-6686
>             Project: Spark
>          Issue Type: Bug
>          Components: SQL
>    Affects Versions: 1.3.0
>            Reporter: Michael Armbrust
>            Assignee: Michael Armbrust
>            Priority: Critical
>             Fix For: 1.3.1, 1.4.0
>
>
> {code}
>   test("rename nested groupby") {
>     val df = Seq((1,(1,1))).toDF()
>     checkAnswer(
>       df.groupBy("_1").agg(col("_1"), sum("_2._1")).toDF("key", "total"),
>       Row(1, 1) :: Nil)
>   }
> {code}



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