zhuzhurk commented on code in PR #21634:
URL: https://github.com/apache/flink/pull/21634#discussion_r1217530388


##########
flink-runtime/src/test/java/org/apache/flink/runtime/scheduler/benchmark/JobConfiguration.java:
##########
@@ -89,27 +98,67 @@ public enum JobConfiguration {
             ResultPartitionType.BLOCKING,
             JobType.BATCH,
             ExecutionMode.BATCH,
+            SchedulerType.Default,
             10,
-            true);
+            true),
+
+    ADAPTIVE_BATCH(
+            DistributionPattern.ALL_TO_ALL,
+            ResultPartitionType.BLOCKING,
+            JobType.BATCH,
+            ExecutionMode.BATCH,
+            SchedulerType.AdaptiveBatch,
+            4000,
+            false),
+
+    ADAPTIVE_BATCH_HYBRID(
+            DistributionPattern.ALL_TO_ALL,
+            ResultPartitionType.HYBRID_FULL,

Review Comment:
   Can we also add benchmarks for `HYBRID_SELECTIVE`?



##########
flink-runtime/src/test/java/org/apache/flink/runtime/scheduler/benchmark/scheduling/InitSchedulingStrategyBenchmarkTest.java:
##########
@@ -20,28 +20,46 @@
 
 import org.apache.flink.runtime.scheduler.benchmark.JobConfiguration;
 import 
org.apache.flink.runtime.scheduler.strategy.PipelinedRegionSchedulingStrategy;
+import 
org.apache.flink.runtime.scheduler.strategy.VertexwiseSchedulingStrategy;
 import org.apache.flink.util.TestLogger;
 
-import org.junit.Test;
+import org.junit.jupiter.api.Test;
 
 /**
- * The benchmark of initializing {@link PipelinedRegionSchedulingStrategy} in 
a STREAMING/BATCH job.
+ * The benchmark of initializing {@link PipelinedRegionSchedulingStrategy} or 
{@link
+ * VertexwiseSchedulingStrategy} in a STREAMING/BATCH job.
  */
 public class InitSchedulingStrategyBenchmarkTest extends TestLogger {

Review Comment:
   ```suggestion
   class InitSchedulingStrategyBenchmarkTest {
   ```
   
   Can be package private.
   The `TestLogger` is no longer needed with JUnit5.



##########
flink-runtime/src/test/java/org/apache/flink/runtime/scheduler/benchmark/failover/RestartTasksInBatchJobBenchmark.java:
##########
@@ -0,0 +1,59 @@
+/*
+ * 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.flink.runtime.scheduler.benchmark.failover;
+
+import org.apache.flink.runtime.scheduler.benchmark.JobConfiguration;
+import org.apache.flink.runtime.scheduler.strategy.ExecutionVertexID;
+import org.apache.flink.runtime.scheduler.strategy.SchedulingStrategy;
+import org.apache.flink.runtime.topology.Vertex;
+import org.apache.flink.util.IterableUtils;
+
+import java.util.HashSet;
+import java.util.Set;
+import java.util.stream.Collectors;
+
+import static 
org.apache.flink.runtime.scheduler.benchmark.SchedulerBenchmarkUtils.createSchedulingStrategy;
+
+/**
+ * The benchmark of restarting tasks in a BATCH job. The related method is 
{@link
+ * SchedulingStrategy#restartTasks}.
+ */
+public class RestartTasksInBatchJobBenchmark extends FailoverBenchmarkBase {
+
+    private SchedulingStrategy schedulingStrategy;
+
+    private Set<ExecutionVertexID> toRestartExecutionIds;
+
+    @Override
+    public void setup(JobConfiguration jobConfiguration) throws Exception {
+        super.setup(jobConfiguration);
+        schedulingStrategy = createSchedulingStrategy(jobConfiguration, 
schedulingTopology);
+
+        toRestartExecutionIds = new HashSet<>();
+        toRestartExecutionIds.addAll(
+                IterableUtils.toStream(schedulingTopology.getVertices())

Review Comment:
   Seems it only restarts sources, what's the purpose here?



##########
flink-runtime/src/test/java/org/apache/flink/runtime/scheduler/benchmark/scheduling/InitSchedulingStrategyBenchmarkTest.java:
##########
@@ -20,27 +20,30 @@
 
 import org.apache.flink.runtime.scheduler.benchmark.JobConfiguration;
 import 
org.apache.flink.runtime.scheduler.strategy.PipelinedRegionSchedulingStrategy;
-import org.apache.flink.util.TestLogger;
+import 
org.apache.flink.runtime.scheduler.strategy.VertexwiseSchedulingStrategy;
 
-import org.junit.Test;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.EnumSource;
 
 /**
- * The benchmark of initializing {@link PipelinedRegionSchedulingStrategy} in 
a STREAMING/BATCH job.
+ * The benchmark of initializing {@link PipelinedRegionSchedulingStrategy} or 
{@link
+ * VertexwiseSchedulingStrategy} in a STREAMING/BATCH job.
  */
-public class InitSchedulingStrategyBenchmarkTest extends TestLogger {
+class InitSchedulingStrategyBenchmarkTest {
 
-    @Test
-    public void initSchedulingStrategyBenchmarkInStreamingJob() throws 
Exception {
+    @ParameterizedTest
+    @EnumSource(
+            value = JobConfiguration.class,
+            names = {
+                "STREAMING_TEST",
+                "BATCH_TEST",
+                "ADAPTIVE_BATCH_TEST",
+                "ADAPTIVE_BATCH_HYBRID_TEST"
+            })
+    void initSchedulingStrategyBenchmarkInStreamingJob(JobConfiguration 
jobConfiguration)

Review Comment:
   initSchedulingStrategyBenchmarkInStreamingJob -> initSchedulingStrategy



##########
flink-runtime/src/test/java/org/apache/flink/runtime/scheduler/benchmark/SchedulerBenchmarkUtils.java:
##########
@@ -103,17 +115,58 @@ public static ExecutionGraph createAndInitExecutionGraph(
         final ComponentMainThreadExecutor mainThreadExecutor =
                 ComponentMainThreadExecutorServiceAdapter.forMainThread();
 
-        final DefaultScheduler scheduler =
-                new DefaultSchedulerBuilder(jobGraph, mainThreadExecutor, 
scheduledExecutorService)
-                        .setIoExecutor(scheduledExecutorService)
-                        .setFutureExecutor(scheduledExecutorService)
-                        .setDelayExecutor(
-                                new 
ScheduledExecutorServiceAdapter(scheduledExecutorService))
-                        .build();
+        if (jobConfiguration.getSchedulerType() == 
SchedulerType.AdaptiveBatch) {
+            Configuration configuration = new Configuration();
+            configuration.set(JobManagerOptions.SCHEDULER, 
SchedulerType.AdaptiveBatch);
+
+            AdaptiveBatchScheduler scheduler =
+                    new DefaultSchedulerBuilder(
+                                    jobGraph, mainThreadExecutor, 
scheduledExecutorService)
+                            .setIoExecutor(scheduledExecutorService)
+                            .setFutureExecutor(scheduledExecutorService)
+                            .setDelayExecutor(
+                                    new 
ScheduledExecutorServiceAdapter(scheduledExecutorService))
+                            .setJobMasterConfiguration(configuration)
+                            .setVertexParallelismAndInputInfosDecider(
+                                    createCustomParallelismDecider(
+                                            jobConfiguration.getParallelism()))
+                            .buildAdaptiveBatchJobScheduler();
+            scheduler.initializeVerticesIfPossible();
+            return scheduler;
+        } else {
+            return new DefaultSchedulerBuilder(
+                            jobGraph, mainThreadExecutor, 
scheduledExecutorService)
+                    .setIoExecutor(scheduledExecutorService)
+                    .setFutureExecutor(scheduledExecutorService)
+                    .setDelayExecutor(new 
ScheduledExecutorServiceAdapter(scheduledExecutorService))
+                    .build();
+        }
+    }
 
+    public static ExecutionGraph createAndInitExecutionGraph(
+            List<JobVertex> jobVertices,
+            JobConfiguration jobConfiguration,
+            ScheduledExecutorService scheduledExecutorService)
+            throws Exception {
+        DefaultScheduler scheduler =
+                createAndInitScheduler(jobVertices, jobConfiguration, 
scheduledExecutorService);
         return scheduler.getExecutionGraph();
     }
 
+    public static SchedulingStrategy createSchedulingStrategy(
+            JobConfiguration jobConfiguration, SchedulingTopology 
schedulingTopology) {
+        TestingSchedulerOperations schedulerOperations = new 
TestingSchedulerOperations();
+
+        if (jobConfiguration.getSchedulerType() == 
SchedulerType.AdaptiveBatch) {
+            return new VertexwiseSchedulingStrategy(
+                    schedulerOperations,
+                    schedulingTopology,
+                    DefaultInputConsumableDecider.Factory.INSTANCE);

Review Comment:
   Hybrid shuffle may use other kinds of deciders.



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