[SPARK-29084][SQL][TESTS] Check method bytecode size in BenchmarkQueryTest

### What changes were proposed in this pull request?

This pr proposes to check method bytecode size in `BenchmarkQueryTest`. This metric is critical for performance numbers.

### Why are the changes needed?

For performance checks

### Does this PR introduce any user-facing change?

No

### How was this patch tested?

N/A

Closes #25788 from maropu/CheckMethodSize.

Authored-by: Takeshi Yamamuro <yamamuro@apache.org>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>

Author: maropu

sql/core/src/test/scala/org/apache/spark/sql/BenchmarkQueryTest.scala

@@ -18,7 +18,7 @@
 package org.apache.spark.sql
 
 import org.apache.spark.internal.config.Tests.IS_TESTING
-import org.apache.spark.sql.catalyst.expressions.codegen.{CodeFormatter, CodeGenerator}
+import org.apache.spark.sql.catalyst.expressions.codegen.{ByteCodeStats, CodeFormatter, CodeGenerator}
 import org.apache.spark.sql.catalyst.rules.RuleExecutor
 import org.apache.spark.sql.execution.{SparkPlan, WholeStageCodegenExec}
 import org.apache.spark.sql.test.SharedSparkSession
@@ -48,7 +48,7 @@ abstract class BenchmarkQueryTest extends QueryTest with SharedSparkSession {
     RuleExecutor.resetMetrics()
   }
 
-  protected def checkGeneratedCode(plan: SparkPlan): Unit = {
+  protected def checkGeneratedCode(plan: SparkPlan, checkMethodCodeSize: Boolean = true): Unit = {
     val codegenSubtrees = new collection.mutable.HashSet[WholeStageCodegenExec]()
     plan foreach {
       case s: WholeStageCodegenExec =>
@@ -57,7 +57,7 @@ abstract class BenchmarkQueryTest extends QueryTest with SharedSparkSession {
     }
     codegenSubtrees.toSeq.foreach { subtree =>
       val code = subtree.doCodeGen()._2
-      try {
+      val (_, ByteCodeStats(maxMethodCodeSize, _, _)) = try {
         // Just check the generated code can be properly compiled
         CodeGenerator.compile(code)
       } catch {
@@ -72,6 +72,11 @@ abstract class BenchmarkQueryTest extends QueryTest with SharedSparkSession {
              """.stripMargin
           throw new Exception(msg, e)
       }
+
+      assert(!checkMethodCodeSize ||
+          maxMethodCodeSize <= CodeGenerator.DEFAULT_JVM_HUGE_METHOD_LIMIT,
+        s"too long generated codes found in the WholeStageCodegenExec subtree (id=${subtree.id}) " +
+          s"and JIT optimization might not work:\n${subtree.treeString}")
     }
   }
 }

sql/core/src/test/scala/org/apache/spark/sql/TPCDSQuerySuite.scala

@@ -82,13 +82,19 @@ class TPCDSQuerySuite extends BenchmarkQueryTest with TPCDSSchema {
     "q3", "q7", "q10", "q19", "q27", "q34", "q42", "q43", "q46", "q52", "q53", "q55", "q59",
     "q63", "q65", "q68", "q73", "q79", "q89", "q98", "ss_max")
 
+  // List up the known queries having too large code in a generated function.
+  // A JIRA file for `modified-q3` is as follows;
+  // [SPARK-29128] Split predicate code in OR expressions
+  val blackListForMethodCodeSizeCheck = Set("modified-q3")
+
   modifiedTPCDSQueries.foreach { name =>
     val queryString = resourceToString(s"tpcds-modifiedQueries/$name.sql",
       classLoader = Thread.currentThread().getContextClassLoader)
-    test(s"modified-$name") {
+    val testName = s"modified-$name"
+    test(testName) {
       // check the plans can be properly generated
       val plan = sql(queryString).queryExecution.executedPlan
-      checkGeneratedCode(plan)
+      checkGeneratedCode(plan, !blackListForMethodCodeSizeCheck.contains(testName))
     }
   }
 }

sql/core/src/test/scala/org/apache/spark/sql/execution/LogicalPlanTagInSparkPlanSuite.scala

@@ -32,8 +32,9 @@ import org.apache.spark.sql.execution.window.WindowExec
 
 class LogicalPlanTagInSparkPlanSuite extends TPCDSQuerySuite {
 
-  override protected def checkGeneratedCode(plan: SparkPlan): Unit = {
-    super.checkGeneratedCode(plan)
+  override protected def checkGeneratedCode(
+      plan: SparkPlan, checkMethodCodeSize: Boolean = true): Unit = {
+    super.checkGeneratedCode(plan, checkMethodCodeSize)
     checkLogicalPlanTag(plan)
   }