cloud-fan commented on a change in pull request #32513:
URL: https://github.com/apache/spark/pull/32513#discussion_r645348038



##########
File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/QueryExecution.scala
##########
@@ -73,12 +76,33 @@ class QueryExecution(
     sparkSession.sessionState.analyzer.executeAndCheck(logical, tracker)
   }
 
+  // SPARK-35378: Commands should be executed eagerly so that `sql("INSERT 
...")` can trigger the
+  // table insertion immediately without a `.collect()`. We also need to 
eagerly execute non-root
+  // commands, because many commands return `GenericInternalRow` and can't be 
put in a query plan
+  // directly, otherwise the query engine may cast `GenericInternalRow` to 
`UnsafeRow` and fail.
+  lazy val commandExecuted: LogicalPlan = if (isExecutingCommand) {
+    analyzed.mapChildren(eagerlyExecuteCommands)
+  } else {
+    eagerlyExecuteCommands(analyzed)
+  }
+
+  private def eagerlyExecuteCommands(p: LogicalPlan) = p transformDown {
+    case c: Command =>
+      val qe = sparkSession.sessionState.executePlan(c, true)
+      CommandResult(
+        qe.analyzed.output,
+        qe.commandExecuted,
+        qe.executedPlan,
+        SQLExecution.withNewExecutionId(qe, 
name)(qe.executedPlan.executeCollect()))
+    case other => other
+  }
+
   lazy val withCachedData: LogicalPlan = sparkSession.withActive {
     assertAnalyzed()
     assertSupported()
     // clone the plan to avoid sharing the plan instance between different 
stages like analyzing,
     // optimizing and planning.
-    sparkSession.sharedState.cacheManager.useCachedData(analyzed.clone())
+    
sparkSession.sharedState.cacheManager.useCachedData(commandExecuted.clone())
   }
 
   lazy val optimizedPlan: LogicalPlan = 
executePhase(QueryPlanningTracker.OPTIMIZATION) {

Review comment:
       To make sure we don't include command execution time in the optimization 
phase, it's better to follow `lazy val sparkPlan`
   
   ```
   lazy val optimizedPlan: LogicalPlan = {
     assertCommandExecuted()
     executePhase(QueryPlanningTracker.OPTIMIZATION) {
       ...
     }
   }
   ```




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