Github user cloud-fan commented on a diff in the pull request:

    https://github.com/apache/spark/pull/12736#discussion_r61372903
  
    --- Diff: 
sql/core/src/test/java/test/org/apache/spark/sql/JavaDatasetSuite.java ---
    @@ -291,7 +291,7 @@ public void testSetOperation() {
           unioned.collectAsList());
     
         Dataset<String> subtracted = ds.except(ds2);
    -    Assert.assertEquals(Arrays.asList("abc", "abc"), 
subtracted.collectAsList());
    +    Assert.assertEquals(Arrays.asList("abc"), subtracted.collectAsList());
    --- End diff --
    
    Did this PR also fixed the semantic of `Except`, or it only added the 
optimization?


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