cloud-fan commented on code in PR #52334:
URL: https://github.com/apache/spark/pull/52334#discussion_r2426097137


##########
sql/core/src/main/scala/org/apache/spark/sql/classic/SparkSession.scala:
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@@ -448,16 +448,24 @@ 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) {
-          // Check for SQL scripting with positional parameters before 
creating parameterized query
-          if (parsedPlan.isInstanceOf[CompoundBody]) {
+        val parsedPlan = if (args.nonEmpty) {
+          // Use parameter context directly for parsing
+          val paramContext = 
PositionalParameterContext(args.map(lit(_).expr).toSeq)
+          val parsed = sessionState.sqlParser.parsePlanWithParameters(sqlText, 
paramContext)

Review Comment:
   when shall we call `parsePlanWithParameters` and when shall we create 
`ParameterHandler`?



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