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https://issues.apache.org/jira/browse/SPARK-14967?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Wenchen Fan resolved SPARK-14967.
---------------------------------
       Resolution: Fixed
    Fix Version/s: 2.0.0

Issue resolved by pull request 12736
[https://github.com/apache/spark/pull/12736]

> EXCEPT does not follow SQL compliance
> -------------------------------------
>
>                 Key: SPARK-14967
>                 URL: https://issues.apache.org/jira/browse/SPARK-14967
>             Project: Spark
>          Issue Type: Bug
>          Components: SQL
>    Affects Versions: 2.0.0
>            Reporter: Xiao Li
>             Fix For: 2.0.0
>
>
> {noformat}
>   test("except") {
>     val df_left = Seq(1, 2, 2, 3, 3, 4).toDF("id")
>     val df_right = Seq(1, 3).toDF("id")
>     checkAnswer(
>       df_left.except(df_right),
>       Row(2) :: Row(2) :: Row(4) :: Nil
>     )
>   }
> {noformat}
> This is the example.
> For `EXCEPT ALL`, we should output
> {noformat}
> Row(2) :: Row(2) :: Row(3) :: Row(4) :: Nil
> {noformat}
> For `EXCEPT DISTINCT`, we should output
> {noformat}
> Row(2) :: Row(4) :: Nil
> {noformat}
> Thus, the current master is wrong. The result it generates is 
> {noformat}
> Row(2) :: Row(2) :: Row(4) :: Nil
> {noformat}



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