cloud-fan commented on code in PR #47403:
URL: https://github.com/apache/spark/pull/47403#discussion_r1687748510


##########
sql/core/src/main/scala/org/apache/spark/sql/SparkSession.scala:
##########
@@ -650,14 +657,27 @@ class SparkSession private(
   private[sql] def sql(sqlText: String, args: Array[_], tracker: 
QueryPlanningTracker): DataFrame =
     withActive {
       val plan = tracker.measurePhase(QueryPlanningTracker.PARSING) {
-        val parsedPlan = sessionState.sqlParser.parsePlan(sqlText)
-        if (args.nonEmpty) {
-          PosParameterizedQuery(parsedPlan, 
args.map(lit(_).expr).toImmutableArraySeq)
-        } else {
-          parsedPlan
+        val parsedPlan = sessionState.sqlParser.parseScript(sqlText)
+        parsedPlan match {
+          case CompoundBody(Seq(singleStmtPlan: SingleStatement), label) if 
args.nonEmpty =>
+            CompoundBody(Seq(SingleStatement(
+              PosParameterizedQuery(
+                singleStmtPlan.parsedPlan, 
args.map(lit(_).expr).toImmutableArraySeq))), label)
+          case p =>
+            assert(args.isEmpty, "Named parameters are not supported for batch 
queries")
+            p
         }
       }
-      Dataset.ofRows(self, plan, tracker)
+
+      plan match {
+        case CompoundBody(Seq(singleStmtPlan: SingleStatement), _) =>
+          Dataset.ofRows(self, singleStmtPlan.parsedPlan, tracker)
+        case _ =>
+          // execute the plan directly if it is not a single statement
+          val lastRow = executeScript(plan).foldLeft(Array.empty[Row])((_, 
next) => next)
+          val attributes = DataTypeUtils.toAttributes(lastRow.head.schema)
+          Dataset.ofRows(self, LocalRelation.fromExternalRows(attributes, 
lastRow.toIndexedSeq))

Review Comment:
   shall we return the last DataFrame from the script instead of collecting the 
result at the driver side?



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