HyukjinKwon commented on a change in pull request #27861:
URL: https://github.com/apache/spark/pull/27861#discussion_r413460172



##########
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala
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@@ -1691,7 +1691,19 @@ class AstBuilder(conf: SQLConf) extends 
SqlBaseBaseVisitor[AnyRef] with Logging
   override def visitWindowDef(ctx: WindowDefContext): WindowSpecDefinition = 
withOrigin(ctx) {
     // CLUSTER BY ... | PARTITION BY ... ORDER BY ...
     val partition = ctx.partition.asScala.map(expression)
-    val order = ctx.sortItem.asScala.map(visitSortItem)
+    val order = if (ctx.sortItem.asScala.nonEmpty) {
+      ctx.sortItem.asScala.map(visitSortItem)
+    } else if (ctx.windowFrame != null &&
+      ctx.windowFrame().frameType.getType == SqlBaseParser.RANGE) {
+      // for RANGE window frame, we won't add default order spec
+      ctx.sortItem.asScala.map(visitSortItem)
+    } else {
+      // Same default behaviors like hive, when order spec is null
+      // set partition spec expression as order spec
+      ctx.partition.asScala.map { expr =>
+        SortOrder(expression(expr), Ascending, Ascending.defaultNullOrdering, 
Set.empty)

Review comment:
       But the results will be useless. When can it be useful if the order is 
indeterministic for the functions dependent on the order .. ?




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