Github user liancheng commented on a diff in the pull request: https://github.com/apache/spark/pull/10353#discussion_r47893041 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/DataFrame.scala --- @@ -511,9 +509,26 @@ class DataFrame private[sql]( catalyst.expressions.And(cond, eqTo) } + // Project only one of the join columns. + val joinedCols = JoinType(joinType) match { + case Inner | LeftOuter | LeftSemi => + usingColumns.map(col => withPlan(joined.left).resolve(col)) + case RightOuter => + usingColumns.map(col => withPlan(joined.right).resolve(col)) + case FullOuter => + usingColumns.map { col => + val leftCol = withPlan(joined.left).resolve(col) + val rightCol = withPlan(joined.right).resolve(col) + Alias(Coalesce(Seq(leftCol, rightCol)), col)() + } + } + // The nullability of output of joined could be different than original column, + // so we can only compare them by exprId + val joinRefs = condition.map(_.references.toSeq.map(_.exprId)).getOrElse(Nil) + val resultCols = joinedCols ++ joined.output.filterNot(e => joinRefs.contains(e.exprId)) --- End diff -- Nit: Here we can use an `AttributeSet` for convenience: ```scala val joinRefs = AttributeSet(condition.toSeq.flatMap(_.references)) val resultCols = joinedCols ++ joined.output.filterNot(joinRefs.contains) ```
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