cloud-fan commented on a change in pull request #24442: [SPARK-27547][SQL] fix 
DataFrame self-join problems
URL: https://github.com/apache/spark/pull/24442#discussion_r279227348
 
 

 ##########
 File path: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala
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 @@ -1292,10 +1323,24 @@ class Dataset[T] private[sql](
         colRegex(colName)
       } else {
         val expr = resolve(colName)
-        Column(expr)
+        Column(addDataFrameIdToCol(expr))
 
 Review comment:
   Internally, I think we should never compare 2 attributes by `equal` not 
`semanticEqual`.
   
   Externally, if users rely on the equality of `Column`, yes this PR may break 
it under some cases. If this matters, I can add a migration guide or update 
`Column.equal`.

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