YARN-2802. ClusterMetrics to include AM launch and register delays. (Zhihai Xu via kasha)
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@ -78,6 +78,9 @@ Release 2.7.0 - UNRELEASED
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YARN-2157. Added YARN metrics in the documentaion. (Akira AJISAKA via
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jianhe)
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YARN-2802. ClusterMetrics to include AM launch and register delays.
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(Zhihai Xu via kasha)
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OPTIMIZATIONS
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BUG FIXES
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@ -30,6 +30,7 @@
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import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
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import org.apache.hadoop.metrics2.lib.MetricsRegistry;
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import org.apache.hadoop.metrics2.lib.MutableGaugeInt;
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import org.apache.hadoop.metrics2.lib.MutableRate;
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import com.google.common.annotations.VisibleForTesting;
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@InterfaceAudience.Private
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@ -43,6 +44,8 @@ public class ClusterMetrics {
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@Metric("# of lost NMs") MutableGaugeInt numLostNMs;
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@Metric("# of unhealthy NMs") MutableGaugeInt numUnhealthyNMs;
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@Metric("# of Rebooted NMs") MutableGaugeInt numRebootedNMs;
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@Metric("AM container launch delay") MutableRate aMLaunchDelay;
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@Metric("AM register delay") MutableRate aMRegisterDelay;
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private static final MetricsInfo RECORD_INFO = info("ClusterMetrics",
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"Metrics for the Yarn Cluster");
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@ -147,4 +150,12 @@ public void decrNumActiveNodes() {
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numActiveNMs.decr();
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}
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public void addAMLaunchDelay(long delay) {
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aMLaunchDelay.add(delay);
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}
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public void addAMRegisterDelay(long delay) {
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aMRegisterDelay.add(delay);
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}
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}
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@ -65,6 +65,7 @@
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import org.apache.hadoop.yarn.security.AMRMTokenIdentifier;
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import org.apache.hadoop.yarn.security.client.ClientToAMTokenIdentifier;
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import org.apache.hadoop.yarn.server.resourcemanager.ApplicationMasterService;
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import org.apache.hadoop.yarn.server.resourcemanager.ClusterMetrics;
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import org.apache.hadoop.yarn.server.resourcemanager.RMContext;
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import org.apache.hadoop.yarn.server.resourcemanager.RMServerUtils;
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import org.apache.hadoop.yarn.server.resourcemanager.amlauncher.AMLauncherEvent;
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@ -152,6 +153,8 @@ public class RMAppAttemptImpl implements RMAppAttempt, Recoverable {
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private String proxiedTrackingUrl = "N/A";
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private long startTime = 0;
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private long finishTime = 0;
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private long launchAMStartTime = 0;
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private long launchAMEndTime = 0;
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// Set to null initially. Will eventually get set
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// if an RMAppAttemptUnregistrationEvent occurs
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@ -1261,6 +1264,12 @@ private static class AMLaunchedTransition extends BaseTransition {
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@Override
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public void transition(RMAppAttemptImpl appAttempt,
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RMAppAttemptEvent event) {
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if (event.getType() == RMAppAttemptEventType.LAUNCHED) {
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appAttempt.launchAMEndTime = System.currentTimeMillis();
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long delay = appAttempt.launchAMEndTime -
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appAttempt.launchAMStartTime;
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ClusterMetrics.getMetrics().addAMLaunchDelay(delay);
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}
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// Register with AMLivelinessMonitor
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appAttempt.attemptLaunched();
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@ -1345,7 +1354,8 @@ private static final class AMRegisteredTransition extends BaseTransition {
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@Override
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public void transition(RMAppAttemptImpl appAttempt,
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RMAppAttemptEvent event) {
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long delay = System.currentTimeMillis() - appAttempt.launchAMEndTime;
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ClusterMetrics.getMetrics().addAMRegisterDelay(delay);
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RMAppAttemptRegistrationEvent registrationEvent
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= (RMAppAttemptRegistrationEvent) event;
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appAttempt.host = registrationEvent.getHost();
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@ -1822,6 +1832,7 @@ public YarnApplicationAttemptState createApplicationAttemptState() {
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}
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private void launchAttempt(){
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launchAMStartTime = System.currentTimeMillis();
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// Send event to launch the AM Container
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eventHandler.handle(new AMLauncherEvent(AMLauncherEventType.LAUNCH, this));
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}
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@ -0,0 +1,60 @@
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/**
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.hadoop.yarn.server.resourcemanager;
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import org.apache.hadoop.metrics2.MetricsSystem;
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import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
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import org.junit.After;
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import org.junit.Before;
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import org.junit.Assert;
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import org.junit.Test;
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public class TestClusterMetrics {
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private ClusterMetrics metrics;
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/**
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* Test aMLaunchDelay and aMRegisterDelay Metrics
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*/
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@Test
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public void testAmMetrics() throws Exception {
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assert(metrics != null);
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Assert.assertTrue(!metrics.aMLaunchDelay.changed());
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Assert.assertTrue(!metrics.aMRegisterDelay.changed());
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metrics.addAMLaunchDelay(1);
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metrics.addAMRegisterDelay(1);
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Assert.assertTrue(metrics.aMLaunchDelay.changed());
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Assert.assertTrue(metrics.aMRegisterDelay.changed());
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}
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@Before
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public void setup() {
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DefaultMetricsSystem.initialize("ResourceManager");
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metrics = ClusterMetrics.getMetrics();
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}
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@After
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public void tearDown() {
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ClusterMetrics.destroy();
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MetricsSystem ms = DefaultMetricsSystem.instance();
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if (ms.getSource("ClusterMetrics") != null) {
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DefaultMetricsSystem.shutdown();
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}
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}
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}
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