Github user zhichao-li commented on a diff in the pull request: https://github.com/apache/spark/pull/10731#discussion_r51985561 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala --- @@ -322,6 +323,62 @@ class Analyzer( } /** + * Replace the index with the related attribute for order by and group by. + */ + object ResolveIndexReferences extends Rule[LogicalPlan] { + + def indexToColumn( + sortOrder: SortOrder, + child: LogicalPlan, + index: Int, + direction: SortDirection): SortOrder = { + val orderNodes = child.output + if (index > 0 && index <= orderNodes.size) { + SortOrder(orderNodes(index - 1), direction) + } else { + throw new UnresolvedException(sortOrder, + s"""Order by position: $index does not exist \n + |The Select List is indexed from 1 to ${orderNodes.size}""".stripMargin) + } + } + + def indexToColumn( + agg: Aggregate, + child: LogicalPlan, + index: Int): Expression = { + val attributes = child.output + if (index > 0 && index <= attributes.size) { + attributes(index - 1) + } else { + throw new UnresolvedException(agg, + s"""Aggregate by position: $index does not exist \n + |The Select List is indexed from 1 to ${attributes.size}""".stripMargin) + } + } + + def apply(plan: LogicalPlan): LogicalPlan = plan resolveOperators { + case s @ Sort(orders, global, child) if child.resolved => --- End diff -- Have thought of this for a while, but still cannot come up with a concrete solution for such nested type. Not sure if you can provide any snippet as a suggestion?
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