Thesharing commented on a change in pull request #7:
URL: https://github.com/apache/flink-benchmarks/pull/7#discussion_r570777091



##########
File path: 
src/main/java/org/apache/flink/scheduler/benchmark/SchedulerBenchmarkUtils.java
##########
@@ -0,0 +1,245 @@
+/*
+ * 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.scheduler.benchmark;
+
+import org.apache.flink.api.common.ExecutionConfig;
+import org.apache.flink.api.common.ExecutionMode;
+import org.apache.flink.api.common.time.Deadline;
+import org.apache.flink.api.common.time.Time;
+import org.apache.flink.configuration.JobManagerOptions;
+import org.apache.flink.runtime.akka.AkkaUtils;
+import org.apache.flink.runtime.blob.VoidBlobWriter;
+import org.apache.flink.runtime.execution.ExecutionState;
+import org.apache.flink.runtime.executiongraph.AccessExecutionJobVertex;
+import org.apache.flink.runtime.executiongraph.DummyJobInformation;
+import org.apache.flink.runtime.executiongraph.ExecutionAttemptID;
+import org.apache.flink.runtime.executiongraph.ExecutionGraph;
+import org.apache.flink.runtime.executiongraph.ExecutionVertex;
+import org.apache.flink.runtime.executiongraph.JobInformation;
+import org.apache.flink.runtime.executiongraph.NoOpExecutionDeploymentListener;
+import org.apache.flink.runtime.executiongraph.TaskExecutionStateTransition;
+import org.apache.flink.runtime.executiongraph.failover.RestartAllStrategy;
+import 
org.apache.flink.runtime.executiongraph.failover.flip1.partitionrelease.RegionPartitionReleaseStrategy;
+import org.apache.flink.runtime.executiongraph.restart.NoRestartStrategy;
+import 
org.apache.flink.runtime.io.network.partition.NoOpJobMasterPartitionTracker;
+import org.apache.flink.runtime.io.network.partition.ResultPartitionType;
+import org.apache.flink.runtime.jobgraph.DistributionPattern;
+import org.apache.flink.runtime.jobgraph.JobGraph;
+import org.apache.flink.runtime.jobgraph.JobVertex;
+import org.apache.flink.runtime.jobgraph.JobVertexID;
+import org.apache.flink.runtime.jobgraph.ScheduleMode;
+import org.apache.flink.runtime.jobmaster.LogicalSlot;
+import org.apache.flink.runtime.jobmaster.TestingLogicalSlotBuilder;
+import org.apache.flink.runtime.jobmaster.slotpool.SlotProvider;
+import org.apache.flink.runtime.scheduler.DefaultScheduler;
+import org.apache.flink.runtime.shuffle.NettyShuffleMaster;
+import org.apache.flink.runtime.taskmanager.TaskExecutionState;
+import org.apache.flink.runtime.testingUtils.TestingUtils;
+import org.apache.flink.runtime.testtasks.NoOpInvokable;
+
+import java.io.IOException;
+import java.time.Duration;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+import java.util.concurrent.TimeoutException;
+import java.util.function.Predicate;
+
+/**
+ * Utilities for runtime benchmarks.
+ */
+public class SchedulerBenchmarkUtils {
+
+       public static List<JobVertex> createDefaultJobVertices(
+                       int parallelism,
+                       DistributionPattern distributionPattern,
+                       ResultPartitionType resultPartitionType) {
+
+               List<JobVertex> jobVertices = new ArrayList<>();
+
+               final JobVertex source = new JobVertex("source");
+               source.setInvokableClass(NoOpInvokable.class);
+               source.setParallelism(parallelism);
+               jobVertices.add(source);
+
+               final JobVertex sink = new JobVertex("sink");
+               sink.setInvokableClass(NoOpInvokable.class);
+               sink.setParallelism(parallelism);
+               jobVertices.add(sink);
+
+               sink.connectNewDataSetAsInput(source, distributionPattern, 
resultPartitionType);
+
+               return jobVertices;
+       }
+
+       public static JobGraph createJobGraph(
+                       List<JobVertex> jobVertices,
+                       ScheduleMode scheduleMode,
+                       ExecutionMode executionMode) throws IOException {
+
+               final JobGraph jobGraph = new JobGraph(jobVertices.toArray(new 
JobVertex[0]));
+
+               jobGraph.setScheduleMode(scheduleMode);
+               ExecutionConfig executionConfig = new ExecutionConfig();
+               executionConfig.setExecutionMode(executionMode);
+               jobGraph.setExecutionConfig(executionConfig);
+
+               return jobGraph;
+       }
+
+       public static ExecutionGraph createExecutionGraph(
+                       JobGraph jobGraph,
+                       SlotProvider slotProvider) throws IOException {
+
+               final JobInformation jobInformation = new DummyJobInformation(
+                               jobGraph.getJobID(),
+                               jobGraph.getName());
+
+               final ClassLoader classLoader = 
ExecutionGraph.class.getClassLoader();
+               return new ExecutionGraph(
+                               jobInformation,
+                               TestingUtils.defaultExecutor(),
+                               TestingUtils.defaultExecutor(),
+                               AkkaUtils.getDefaultTimeout(),
+                               new NoRestartStrategy(),
+                               
JobManagerOptions.MAX_ATTEMPTS_HISTORY_SIZE.defaultValue(),
+                               new RestartAllStrategy.Factory(),
+                               slotProvider,
+                               classLoader,
+                               VoidBlobWriter.getInstance(),
+                               Time.seconds(10L),
+                               new RegionPartitionReleaseStrategy.Factory(),
+                               NettyShuffleMaster.INSTANCE,
+                               NoOpJobMasterPartitionTracker.INSTANCE,
+                               jobGraph.getScheduleMode(),
+                               NoOpExecutionDeploymentListener.INSTANCE,
+                               (execution, newState) -> {
+                               },
+                               System.currentTimeMillis());
+       }
+
+       public static void waitForListFulfilled(
+                       Collection<?> list,
+                       int length,
+                       long maxWaitMillis) throws TimeoutException {
+
+               final Deadline deadline = 
Deadline.fromNow(Duration.ofMillis(maxWaitMillis));
+               final Predicate<Collection<?>> predicate = (Collection<?> l) -> 
l.size() == length;
+               boolean predicateResult;
+
+               do {
+                       predicateResult = predicate.test(list);
+
+                       if (!predicateResult) {
+                               try {
+                                       Thread.sleep(2L);
+                               } catch (InterruptedException ignored) {
+                                       Thread.currentThread().interrupt();
+                               }
+                       }
+               } while (!predicateResult && deadline.hasTimeLeft());
+
+               if (!predicateResult) {
+                       throw new TimeoutException(String.format(
+                                       "List no fulfilled in time, expected 
%d, actual %d.",
+                                       length,
+                                       list.size()));
+               }
+       }
+
+       public static void verifyListSize(
+                       Collection<?> list,
+                       int length) {
+               if (list.size() < length) {
+                       throw new RuntimeException(String.format(
+                                       "Size of the list mismatch, expected 
%d, actual %d.",
+                                       length,
+                                       list.size()));
+               }
+       }
+
+       public static void deployTasks(
+                       ExecutionGraph executionGraph,
+                       JobVertexID jobVertexID,
+                       TestingLogicalSlotBuilder slotBuilder,
+                       boolean sendScheduleOrUpdateConsumersMessage) throws 
Exception {
+
+               for (ExecutionVertex vertex : 
executionGraph.getJobVertex(jobVertexID).getTaskVertices()) {
+                       LogicalSlot slot = 
slotBuilder.createTestingLogicalSlot();
+                       vertex.getCurrentExecutionAttempt()
+                                       .registerProducedPartitions(
+                                                       
slot.getTaskManagerLocation(),
+                                                       
sendScheduleOrUpdateConsumersMessage).get();
+                       vertex.deployToSlot(slot);

Review comment:
       > `ExecutionVertex#deployToSlot()` is not used in production. What 
`DefaultExecutionVertexOperations#deploy()` invokes is 
`ExecutionVertex#deploy()`.
   
   Yes, I find that `deployToSlot` is only used in test cases. I've fixed it.

##########
File path: 
src/main/java/org/apache/flink/scheduler/benchmark/JobConfiguration.java
##########
@@ -0,0 +1,57 @@
+/*
+ * 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.scheduler.benchmark;
+
+import org.apache.flink.api.common.ExecutionMode;
+import org.apache.flink.runtime.io.network.partition.ResultPartitionType;
+import org.apache.flink.runtime.jobgraph.DistributionPattern;
+import org.apache.flink.runtime.jobgraph.ScheduleMode;
+
+public enum JobConfiguration {
+
+       STREAMING(DistributionPattern.ALL_TO_ALL,
+                         ResultPartitionType.PIPELINED,
+                         ScheduleMode.EAGER,
+                         ExecutionMode.PIPELINED),
+
+       BATCH(DistributionPattern.ALL_TO_ALL,
+                 ResultPartitionType.BLOCKING,
+                 ScheduleMode.LAZY_FROM_SOURCES,
+                 ExecutionMode.BATCH);
+
+       JobConfiguration(
+                       DistributionPattern distributionPattern,
+                       ResultPartitionType resultPartitionType,
+                       ScheduleMode scheduleMode,
+                       ExecutionMode executionMode) {
+               this.distributionPattern = distributionPattern;
+               this.resultPartitionType = resultPartitionType;
+               this.scheduleMode = scheduleMode;
+               this.executionMode = executionMode;
+       }
+
+       public final DistributionPattern distributionPattern;

Review comment:
       Great idea.

##########
File path: 
src/main/java/org/apache/flink/scheduler/benchmark/deploying/DeployingTasksBenchmarkBase.java
##########
@@ -0,0 +1,83 @@
+/*
+ * 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.scheduler.benchmark.deploying;
+
+import org.apache.flink.runtime.deployment.TaskDeploymentDescriptor;
+import org.apache.flink.runtime.executiongraph.Execution;
+import org.apache.flink.runtime.executiongraph.ExecutionGraph;
+import org.apache.flink.runtime.executiongraph.ExecutionJobVertex;
+import org.apache.flink.runtime.executiongraph.ExecutionVertex;
+import 
org.apache.flink.runtime.executiongraph.utils.SimpleAckingTaskManagerGateway;
+import org.apache.flink.runtime.jobgraph.JobVertex;
+import org.apache.flink.runtime.jobmaster.LogicalSlot;
+import org.apache.flink.runtime.jobmaster.TestingLogicalSlotBuilder;
+import org.apache.flink.scheduler.benchmark.ColdStartSchedulerBenchmarkBase;
+import org.apache.flink.scheduler.benchmark.JobConfiguration;
+
+import java.util.List;
+import java.util.concurrent.ArrayBlockingQueue;
+import java.util.concurrent.BlockingQueue;
+
+import static 
org.apache.flink.scheduler.benchmark.SchedulerBenchmarkUtils.createAndInitExecutionGraph;
+import static 
org.apache.flink.scheduler.benchmark.SchedulerBenchmarkUtils.createDefaultJobVertices;
+
+public class DeployingTasksBenchmarkBase extends 
ColdStartSchedulerBenchmarkBase {
+
+       List<JobVertex> jobVertices;
+       ExecutionGraph executionGraph;
+       BlockingQueue<TaskDeploymentDescriptor> taskDeploymentDescriptors;
+
+       public void createAndSetupExecutionGraph(JobConfiguration 
jobConfiguration) throws Exception {
+
+               jobVertices = createDefaultJobVertices(

Review comment:
       Done.

##########
File path: 
src/main/java/org/apache/flink/scheduler/benchmark/deploying/DeployingTasksBenchmarkBase.java
##########
@@ -0,0 +1,83 @@
+/*
+ * 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.scheduler.benchmark.deploying;
+
+import org.apache.flink.runtime.deployment.TaskDeploymentDescriptor;
+import org.apache.flink.runtime.executiongraph.Execution;
+import org.apache.flink.runtime.executiongraph.ExecutionGraph;
+import org.apache.flink.runtime.executiongraph.ExecutionJobVertex;
+import org.apache.flink.runtime.executiongraph.ExecutionVertex;
+import 
org.apache.flink.runtime.executiongraph.utils.SimpleAckingTaskManagerGateway;
+import org.apache.flink.runtime.jobgraph.JobVertex;
+import org.apache.flink.runtime.jobmaster.LogicalSlot;
+import org.apache.flink.runtime.jobmaster.TestingLogicalSlotBuilder;
+import org.apache.flink.scheduler.benchmark.ColdStartSchedulerBenchmarkBase;
+import org.apache.flink.scheduler.benchmark.JobConfiguration;
+
+import java.util.List;
+import java.util.concurrent.ArrayBlockingQueue;
+import java.util.concurrent.BlockingQueue;
+
+import static 
org.apache.flink.scheduler.benchmark.SchedulerBenchmarkUtils.createAndInitExecutionGraph;
+import static 
org.apache.flink.scheduler.benchmark.SchedulerBenchmarkUtils.createDefaultJobVertices;
+
+public class DeployingTasksBenchmarkBase extends 
ColdStartSchedulerBenchmarkBase {
+
+       List<JobVertex> jobVertices;
+       ExecutionGraph executionGraph;
+       BlockingQueue<TaskDeploymentDescriptor> taskDeploymentDescriptors;
+
+       public void createAndSetupExecutionGraph(JobConfiguration 
jobConfiguration) throws Exception {
+
+               jobVertices = createDefaultJobVertices(
+                               PARALLELISM,
+                               jobConfiguration.distributionPattern,
+                               jobConfiguration.resultPartitionType);
+
+               executionGraph = createAndInitExecutionGraph(

Review comment:
       Done.

##########
File path: 
src/main/java/org/apache/flink/scheduler/benchmark/deploying/DeployingTasksInStreamingJobBenchmark.java
##########
@@ -0,0 +1,77 @@
+/*
+ * 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.scheduler.benchmark.deploying;
+
+import org.apache.flink.runtime.executiongraph.Execution;
+import org.apache.flink.runtime.executiongraph.ExecutionJobVertex;
+import org.apache.flink.runtime.executiongraph.ExecutionVertex;
+import org.apache.flink.scheduler.benchmark.JobConfiguration;
+import org.apache.flink.scheduler.benchmark.SchedulerBenchmarkUtils;
+
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Level;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.Param;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.TearDown;
+import org.openjdk.jmh.runner.Runner;
+import org.openjdk.jmh.runner.RunnerException;
+import org.openjdk.jmh.runner.options.Options;
+import org.openjdk.jmh.runner.options.OptionsBuilder;
+import org.openjdk.jmh.runner.options.VerboseMode;
+
+
+public class DeployingTasksInStreamingJobBenchmark extends 
DeployingTasksBenchmarkBase {
+
+       @Param("STREAMING")
+       private JobConfiguration jobConfiguration;
+
+       public static void main(String[] args) throws RunnerException {
+               Options options = new OptionsBuilder()
+                               .verbosity(VerboseMode.NORMAL)
+                               .include(".*" + 
DeployingTasksInStreamingJobBenchmark.class.getCanonicalName() + ".*")
+                               .build();
+
+               new Runner(options).run();
+       }
+
+       @Setup(Level.Iteration)
+       public void setupIteration() throws Exception {
+               createAndSetupExecutionGraph(JobConfiguration.STREAMING);
+       }
+
+       @TearDown(Level.Iteration)
+       public void teardownIteration() throws Exception {
+               
SchedulerBenchmarkUtils.waitForListFulfilled(taskDeploymentDescriptors, 
PARALLELISM * 2, 1000L);
+               clearVariables();
+               System.gc();

Review comment:
       No need. Removed.

##########
File path: 
src/main/java/org/apache/flink/scheduler/benchmark/SchedulerBenchmarkUtils.java
##########
@@ -0,0 +1,269 @@
+/*
+ * 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.scheduler.benchmark;
+
+import org.apache.flink.api.common.ExecutionConfig;
+import org.apache.flink.api.common.ExecutionMode;
+import org.apache.flink.api.common.time.Deadline;
+import org.apache.flink.configuration.JobManagerOptions;
+import org.apache.flink.runtime.JobException;
+import org.apache.flink.runtime.akka.AkkaUtils;
+import org.apache.flink.runtime.blob.VoidBlobWriter;
+import org.apache.flink.runtime.execution.ExecutionState;
+import org.apache.flink.runtime.executiongraph.AccessExecutionJobVertex;
+import org.apache.flink.runtime.executiongraph.DummyJobInformation;
+import org.apache.flink.runtime.executiongraph.Execution;
+import org.apache.flink.runtime.executiongraph.ExecutionAttemptID;
+import org.apache.flink.runtime.executiongraph.ExecutionGraph;
+import org.apache.flink.runtime.executiongraph.ExecutionVertex;
+import org.apache.flink.runtime.executiongraph.JobInformation;
+import org.apache.flink.runtime.executiongraph.NoOpExecutionDeploymentListener;
+import org.apache.flink.runtime.executiongraph.TaskExecutionStateTransition;
+import 
org.apache.flink.runtime.executiongraph.failover.flip1.partitionrelease.RegionPartitionReleaseStrategy;
+import 
org.apache.flink.runtime.io.network.partition.NoOpJobMasterPartitionTracker;
+import org.apache.flink.runtime.io.network.partition.ResultPartitionType;
+import org.apache.flink.runtime.jobgraph.DistributionPattern;
+import org.apache.flink.runtime.jobgraph.JobGraph;
+import org.apache.flink.runtime.jobgraph.JobVertex;
+import org.apache.flink.runtime.jobgraph.JobVertexID;
+import org.apache.flink.runtime.jobgraph.ScheduleMode;
+import org.apache.flink.runtime.jobmaster.LogicalSlot;
+import org.apache.flink.runtime.jobmaster.TestingLogicalSlotBuilder;
+import org.apache.flink.runtime.scheduler.DefaultScheduler;
+import org.apache.flink.runtime.shuffle.NettyShuffleMaster;
+import org.apache.flink.runtime.taskmanager.TaskExecutionState;
+import org.apache.flink.runtime.testingUtils.TestingUtils;
+import org.apache.flink.runtime.testtasks.NoOpInvokable;
+
+import java.io.IOException;
+import java.time.Duration;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.TimeoutException;
+import java.util.function.Predicate;
+
+/**
+ * Utilities for runtime benchmarks.
+ */
+public class SchedulerBenchmarkUtils {
+
+       public static List<JobVertex> createDefaultJobVertices(
+                       int parallelism,
+                       DistributionPattern distributionPattern,
+                       ResultPartitionType resultPartitionType) {
+
+               List<JobVertex> jobVertices = new ArrayList<>();
+
+               final JobVertex source = new JobVertex("source");
+               source.setInvokableClass(NoOpInvokable.class);
+               source.setParallelism(parallelism);
+               jobVertices.add(source);
+
+               final JobVertex sink = new JobVertex("sink");
+               sink.setInvokableClass(NoOpInvokable.class);
+               sink.setParallelism(parallelism);
+               jobVertices.add(sink);
+
+               sink.connectNewDataSetAsInput(source, distributionPattern, 
resultPartitionType);
+
+               return jobVertices;
+       }
+
+       public static JobGraph createJobGraph(
+                       List<JobVertex> jobVertices,
+                       ScheduleMode scheduleMode,
+                       ExecutionMode executionMode) throws IOException {
+
+               final JobGraph jobGraph = new JobGraph(jobVertices.toArray(new 
JobVertex[0]));
+
+               jobGraph.setScheduleMode(scheduleMode);
+               ExecutionConfig executionConfig = new ExecutionConfig();
+               executionConfig.setExecutionMode(executionMode);
+               jobGraph.setExecutionConfig(executionConfig);
+
+               return jobGraph;
+       }
+
+       public static ExecutionGraph createExecutionGraph(JobGraph jobGraph) 
throws IOException {
+
+               final JobInformation jobInformation = new DummyJobInformation(
+                               jobGraph.getJobID(),
+                               jobGraph.getName());
+
+               final ClassLoader classLoader = 
ExecutionGraph.class.getClassLoader();
+               return new ExecutionGraph(
+                               jobInformation,
+                               TestingUtils.defaultExecutor(),
+                               TestingUtils.defaultExecutor(),
+                               AkkaUtils.getDefaultTimeout(),
+                               
JobManagerOptions.MAX_ATTEMPTS_HISTORY_SIZE.defaultValue(),
+                               classLoader,
+                               VoidBlobWriter.getInstance(),
+                               new RegionPartitionReleaseStrategy.Factory(),
+                               NettyShuffleMaster.INSTANCE,
+                               NoOpJobMasterPartitionTracker.INSTANCE,
+                               jobGraph.getScheduleMode(),
+                               NoOpExecutionDeploymentListener.INSTANCE,
+                               (execution, newState) -> {
+                               },
+                               System.currentTimeMillis());
+       }
+
+       public static ExecutionGraph createAndInitExecutionGraph(
+                       List<JobVertex> jobVertices,
+                       ScheduleMode scheduleMode,
+                       ExecutionMode executionMode) throws IOException, 
JobException {
+
+               final JobGraph jobGraph = createJobGraph(
+                               jobVertices,
+                               scheduleMode,
+                               executionMode);
+
+               ExecutionGraph executionGraph = createExecutionGraph(jobGraph);
+
+               
executionGraph.attachJobGraph(jobGraph.getVerticesSortedTopologicallyFromSources());
+
+               return executionGraph;
+       }
+
+       public static void waitForListFulfilled(
+                       Collection<?> list,
+                       int length,
+                       long maxWaitMillis) throws TimeoutException {
+
+               final Deadline deadline = 
Deadline.fromNow(Duration.ofMillis(maxWaitMillis));
+               final Predicate<Collection<?>> predicate = (Collection<?> l) -> 
l.size() == length;
+               boolean predicateResult;
+
+               do {
+                       predicateResult = predicate.test(list);
+
+                       if (!predicateResult) {
+                               try {
+                                       Thread.sleep(2L);
+                               } catch (InterruptedException ignored) {
+                                       Thread.currentThread().interrupt();
+                               }
+                       }
+               } while (!predicateResult && deadline.hasTimeLeft());
+
+               if (!predicateResult) {
+                       throw new TimeoutException(String.format(
+                                       "List no fulfilled in time, expected 
%d, actual %d.",

Review comment:
       Removed.

##########
File path: 
src/main/java/org/apache/flink/scheduler/benchmark/deploying/DeployingTasksInStreamingJobBenchmark.java
##########
@@ -0,0 +1,77 @@
+/*
+ * 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.scheduler.benchmark.deploying;
+
+import org.apache.flink.runtime.executiongraph.Execution;
+import org.apache.flink.runtime.executiongraph.ExecutionJobVertex;
+import org.apache.flink.runtime.executiongraph.ExecutionVertex;
+import org.apache.flink.scheduler.benchmark.JobConfiguration;
+import org.apache.flink.scheduler.benchmark.SchedulerBenchmarkUtils;
+
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Level;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.Param;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.TearDown;
+import org.openjdk.jmh.runner.Runner;
+import org.openjdk.jmh.runner.RunnerException;
+import org.openjdk.jmh.runner.options.Options;
+import org.openjdk.jmh.runner.options.OptionsBuilder;
+import org.openjdk.jmh.runner.options.VerboseMode;
+
+
+public class DeployingTasksInStreamingJobBenchmark extends 
DeployingTasksBenchmarkBase {
+
+       @Param("STREAMING")
+       private JobConfiguration jobConfiguration;
+
+       public static void main(String[] args) throws RunnerException {
+               Options options = new OptionsBuilder()
+                               .verbosity(VerboseMode.NORMAL)
+                               .include(".*" + 
DeployingTasksInStreamingJobBenchmark.class.getCanonicalName() + ".*")
+                               .build();
+
+               new Runner(options).run();

Review comment:
       Great idea. Done.

##########
File path: 
src/main/java/org/apache/flink/scheduler/benchmark/deploying/DeployingTasksInStreamingJobBenchmark.java
##########
@@ -0,0 +1,77 @@
+/*
+ * 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.scheduler.benchmark.deploying;
+
+import org.apache.flink.runtime.executiongraph.Execution;
+import org.apache.flink.runtime.executiongraph.ExecutionJobVertex;
+import org.apache.flink.runtime.executiongraph.ExecutionVertex;
+import org.apache.flink.scheduler.benchmark.JobConfiguration;
+import org.apache.flink.scheduler.benchmark.SchedulerBenchmarkUtils;
+
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Level;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.Param;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.TearDown;
+import org.openjdk.jmh.runner.Runner;
+import org.openjdk.jmh.runner.RunnerException;
+import org.openjdk.jmh.runner.options.Options;
+import org.openjdk.jmh.runner.options.OptionsBuilder;
+import org.openjdk.jmh.runner.options.VerboseMode;
+
+
+public class DeployingTasksInStreamingJobBenchmark extends 
DeployingTasksBenchmarkBase {
+
+       @Param("STREAMING")
+       private JobConfiguration jobConfiguration;
+
+       public static void main(String[] args) throws RunnerException {
+               Options options = new OptionsBuilder()
+                               .verbosity(VerboseMode.NORMAL)
+                               .include(".*" + 
DeployingTasksInStreamingJobBenchmark.class.getCanonicalName() + ".*")
+                               .build();
+
+               new Runner(options).run();
+       }
+
+       @Setup(Level.Iteration)
+       public void setupIteration() throws Exception {
+               createAndSetupExecutionGraph(JobConfiguration.STREAMING);
+       }
+
+       @TearDown(Level.Iteration)
+       public void teardownIteration() throws Exception {
+               
SchedulerBenchmarkUtils.waitForListFulfilled(taskDeploymentDescriptors, 
PARALLELISM * 2, 1000L);

Review comment:
       Removed.

##########
File path: 
src/main/java/org/apache/flink/scheduler/benchmark/topology/BuildExecutionGraphBenchmark.java
##########
@@ -0,0 +1,90 @@
+/*
+ * 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.scheduler.benchmark.topology;
+
+import org.apache.flink.runtime.executiongraph.ExecutionGraph;
+import org.apache.flink.runtime.jobgraph.JobGraph;
+import org.apache.flink.runtime.jobgraph.JobVertex;
+import org.apache.flink.scheduler.benchmark.ColdStartSchedulerBenchmarkBase;
+import org.apache.flink.scheduler.benchmark.JobConfiguration;
+
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Level;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.Param;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.TearDown;
+import org.openjdk.jmh.runner.Runner;
+import org.openjdk.jmh.runner.RunnerException;
+import org.openjdk.jmh.runner.options.Options;
+import org.openjdk.jmh.runner.options.OptionsBuilder;
+import org.openjdk.jmh.runner.options.VerboseMode;
+
+import java.util.List;
+
+import static 
org.apache.flink.scheduler.benchmark.SchedulerBenchmarkUtils.createDefaultJobVertices;
+import static 
org.apache.flink.scheduler.benchmark.SchedulerBenchmarkUtils.createExecutionGraph;
+import static 
org.apache.flink.scheduler.benchmark.SchedulerBenchmarkUtils.createJobGraph;
+
+
+public class BuildExecutionGraphBenchmark extends 
ColdStartSchedulerBenchmarkBase {
+
+       private JobGraph jobGraph;
+       private ExecutionGraph executionGraph;
+
+       @Param({"BATCH", "STREAMING"})
+       private JobConfiguration jobConfiguration;
+
+       public static void main(String[] args) throws RunnerException {
+               Options options = new OptionsBuilder()
+                               .verbosity(VerboseMode.NORMAL)
+                               .include(".*" + 
BuildExecutionGraphBenchmark.class.getCanonicalName() + ".*")
+                               .build();
+
+               new Runner(options).run();
+       }
+
+       @Setup(Level.Iteration)
+       public void setupIteration() throws Exception {
+               final List<JobVertex> jobVertices = createDefaultJobVertices(
+                               PARALLELISM,
+                               jobConfiguration.distributionPattern,
+                               jobConfiguration.resultPartitionType);
+               jobGraph = createJobGraph(
+                               jobVertices,
+                               jobConfiguration.scheduleMode,
+                               jobConfiguration.executionMode);
+
+               executionGraph = createExecutionGraph(jobGraph);
+       }
+
+       @TearDown(Level.Iteration)
+       public void teardownIteration() {
+               jobGraph = null;
+               executionGraph = null;
+               System.gc();
+       }
+
+       @Benchmark
+       @BenchmarkMode(Mode.SingleShotTime)
+       public void buildTopology() throws Exception {
+               
executionGraph.attachJobGraph(jobGraph.getVerticesSortedTopologicallyFromSources());

Review comment:
       Yes. Done.




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