Github user jerryshao commented on a diff in the pull request:

    https://github.com/apache/spark/pull/13399#discussion_r65308546
  
    --- Diff: sql/core/src/test/scala/org/apache/spark/sql/DatasetSuite.scala 
---
    @@ -783,6 +783,16 @@ class DatasetSuite extends QueryTest with 
SharedSQLContext {
           ds.filter(_.b > 1).collect().toSeq
         }
       }
    +
    +  test("transformed dataset correctly solve the attributes") {
    --- End diff --
    
    Thanks a lot @cloud-fan for your review. I think the issue still exists, 
problem is that unit test actually doesn't reflect this issue, let me change 
the unit test.
    
    You could try the below to see the issue.
    
    ```
    val dataset = Seq(1, 2, 3).toDS
    val mappedDataset = dataset.map(_ + 1)
    mappedDataset.as("t1").joinWith(mappedDataset.as("t2"), $"t1.value" === 
$"t2.value").show()
    ```
    



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