viirya commented on code in PR #55420:
URL: https://github.com/apache/spark/pull/55420#discussion_r3135043511


##########
connector/kafka-0-10-sql/src/test/scala/org/apache/spark/sql/kafka010/RTMKafkaKafkaBenchmarkSuite.scala:
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@@ -0,0 +1,285 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.sql.kafka010
+
+import java.nio.file.Files
+import java.util.{Properties, Timer, TimerTask}
+import java.util.concurrent.CountDownLatch
+import java.util.concurrent.atomic.AtomicLong
+
+import scala.concurrent.duration._
+
+import org.apache.kafka.clients.producer.{Callback, KafkaProducer, Producer, 
ProducerRecord, RecordMetadata}
+import org.scalatest.BeforeAndAfterEach
+import org.scalatest.matchers.should.Matchers
+
+import org.apache.spark.{SparkContext, ThreadAudit}
+import org.apache.spark.sql.Column
+import org.apache.spark.sql.execution.streaming.RealTimeTrigger
+import org.apache.spark.sql.functions._
+import org.apache.spark.sql.internal.SQLConf
+import org.apache.spark.sql.streaming.StreamingQueryListener
+import org.apache.spark.sql.test.TestSparkSession
+
+/**
+ * Stateless Kafka-to-Kafka RTM benchmark. Reads from an input Kafka topic, 
applies a
+ * stateless transformation, and writes results to an output Kafka topic using
+ * [[RealTimeTrigger]]. After the run it reports e2e latency percentiles.
+ *
+ * This benchmark intentionally runs a real local-cluster and a live Kafka 
broker, so it
+ * is slow and is not included in the default test run. Run it explicitly when 
measuring

Review Comment:
   This claims "not included in default test run" but it is a KafkaSourceTest 
so I suppose that CI will run it?



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