Java Code Examples for org.apache.hadoop.yarn.server.resourcemanager.rmapp.RMApp#getRMAppMetrics()

private void waitForAppPreemptionInfo(RMApp app, Resource preempted,
    int numAMPreempted, int numTaskPreempted,
    Resource currentAttemptPreempted, boolean currentAttemptAMPreempted,
    int numLatestAttemptTaskPreempted) throws InterruptedException {
  while (true) {
    RMAppMetrics appPM = app.getRMAppMetrics();
    RMAppAttemptMetrics attemptPM =
        app.getCurrentAppAttempt().getRMAppAttemptMetrics();

    if (appPM.getResourcePreempted().equals(preempted)
        && appPM.getNumAMContainersPreempted() == numAMPreempted
        && appPM.getNumNonAMContainersPreempted() == numTaskPreempted
        && attemptPM.getResourcePreempted().equals(currentAttemptPreempted)
        && app.getCurrentAppAttempt().getRMAppAttemptMetrics()
          .getIsPreempted() == currentAttemptAMPreempted
        && attemptPM.getNumNonAMContainersPreempted() == 
           numLatestAttemptTaskPreempted) {
      return;
    }
    Thread.sleep(500);
  }
}
 

private void waitForAppPreemptionInfo(RMApp app, Resource preempted,
    int numAMPreempted, int numTaskPreempted,
    Resource currentAttemptPreempted, boolean currentAttemptAMPreempted,
    int numLatestAttemptTaskPreempted) throws InterruptedException {
  while (true) {
    RMAppMetrics appPM = app.getRMAppMetrics();
    RMAppAttemptMetrics attemptPM =
        app.getCurrentAppAttempt().getRMAppAttemptMetrics();

    if (appPM.getResourcePreempted().equals(preempted)
        && appPM.getNumAMContainersPreempted() == numAMPreempted
        && appPM.getNumNonAMContainersPreempted() == numTaskPreempted
        && attemptPM.getResourcePreempted().equals(currentAttemptPreempted)
        && app.getCurrentAppAttempt().getRMAppAttemptMetrics()
          .getIsPreempted() == currentAttemptAMPreempted
        && attemptPM.getNumNonAMContainersPreempted() == 
           numLatestAttemptTaskPreempted) {
      return;
    }
    Thread.sleep(500);
  }
}
 

/**
 * create a summary of the application's runtime.
 * 
 * @param app {@link RMApp} whose summary is to be created, cannot
 *            be <code>null</code>.
 */
public static SummaryBuilder createAppSummary(RMApp app) {
  String trackingUrl = "N/A";
  String host = "N/A";
  RMAppAttempt attempt = app.getCurrentAppAttempt();
  if (attempt != null) {
    trackingUrl = attempt.getTrackingUrl();
    host = attempt.getHost();
  }
  RMAppMetrics metrics = app.getRMAppMetrics();
  SummaryBuilder summary = new SummaryBuilder()
      .add("appId", app.getApplicationId())
      .add("name", app.getName())
      .add("user", app.getUser())
      .add("queue", app.getQueue())
      .add("state", app.getState())
      .add("trackingUrl", trackingUrl)
      .add("appMasterHost", host)
      .add("startTime", app.getStartTime())
      .add("finishTime", app.getFinishTime())
      .add("finalStatus", app.getFinalApplicationStatus())
      .add("memorySeconds", metrics.getMemorySeconds())
      .add("vcoreSeconds", metrics.getVcoreSeconds())
      .add("gcoreSeconds", metrics.getGcoreSeconds())
      .add("preemptedAMContainers", metrics.getNumAMContainersPreempted())
      .add("preemptedNonAMContainers", metrics.getNumNonAMContainersPreempted())
      .add("preemptedResources", metrics.getResourcePreempted())
      .add("applicationType", app.getApplicationType());
  return summary;
}
 

/**
 * create a summary of the application's runtime.
 * 
 * @param app {@link RMApp} whose summary is to be created, cannot
 *            be <code>null</code>.
 */
public static SummaryBuilder createAppSummary(RMApp app) {
  String trackingUrl = "N/A";
  String host = "N/A";
  RMAppAttempt attempt = app.getCurrentAppAttempt();
  if (attempt != null) {
    trackingUrl = attempt.getTrackingUrl();
    host = attempt.getHost();
  }
  RMAppMetrics metrics = app.getRMAppMetrics();
  SummaryBuilder summary = new SummaryBuilder()
      .add("appId", app.getApplicationId())
      .add("name", app.getName())
      .add("user", app.getUser())
      .add("queue", app.getQueue())
      .add("state", app.getState())
      .add("trackingUrl", trackingUrl)
      .add("appMasterHost", host)
      .add("startTime", app.getStartTime())
      .add("finishTime", app.getFinishTime())
      .add("finalStatus", app.getFinalApplicationStatus())
      .add("memorySeconds", metrics.getMemorySeconds())
      .add("vcoreSeconds", metrics.getVcoreSeconds())
      .add("preemptedAMContainers", metrics.getNumAMContainersPreempted())
      .add("preemptedNonAMContainers", metrics.getNumNonAMContainersPreempted())
      .add("preemptedResources", metrics.getResourcePreempted())
      .add("applicationType", app.getApplicationType());
  return summary;
}
 

public void sendAppEvent(ApplicationId applicationId, RMApp rmApp) {
    if (cacheFinishedApp.getIfPresent(applicationId.toString()) == null) {
        Header.Builder headerBuilder = Header.newBuilder()
            .withId(applicationId.toString())
            .withApplicationID(applicationId.toString())
            .withUser(rmApp.getUser())
            .withApplicationName(rmApp.getName())
            .withFramework(rmApp.getApplicationType().toUpperCase());

        ApplicationEvent.Builder eventBuilder = ApplicationEvent.newBuilder()
            .setState(rmApp.getState().name())
            .setQueue(rmApp.getQueue());

        rmApp.getApplicationTags().stream()
            .filter(tag -> YARN_TAGS_TO_EXTRACT.stream().noneMatch(tag::startsWith) && !tag.contains(":"))
            .forEach(eventBuilder::addYarnTags);

        rmApp.getApplicationTags().stream()
            .filter(tag -> tag.contains(":") && YARN_TAGS_TO_EXTRACT.stream().anyMatch(tag::startsWith))
            .map(tag -> {
                int idx = tag.indexOf(':');
                String key = tag.substring(0, idx);
                String value = tag.substring(idx + 1);
                return new String[] {key, value};
            })
            .forEach(splitTag -> BUILDERS.get(splitTag[0]).accept(splitTag[1], eventBuilder));

        eventBuilder.setFinalStatus(rmApp.getFinalApplicationStatus().name());

        eventBuilder.setStartTime(rmApp.getStartTime());
        eventBuilder.setFinishTime(rmApp.getFinishTime());

        RMAppMetrics rmAppMetrics = rmApp.getRMAppMetrics();
        if (rmAppMetrics != null) {
            eventBuilder.setMemorySeconds(rmAppMetrics.getMemorySeconds());
            eventBuilder.setVcoreSeconds(rmAppMetrics.getVcoreSeconds());
        }

        RMAppAttempt rmAppAttempt = rmApp.getCurrentAppAttempt();
        if (rmAppAttempt != null) {
            headerBuilder.withAttemptID(rmAppAttempt.getAppAttemptId().toString());

            Container container = rmAppAttempt.getMasterContainer();
            if (container != null) {
                eventBuilder.setAmContainerId(container.getId().toString());
            }
        }

        if (rmApp.getTrackingUrl() != null) {
            eventBuilder.setTrackingUrl(normalizeTrackingUrl(rmApp.getTrackingUrl()));
        }

        if (rmApp.getOriginalTrackingUrl() != null && !"N/A".equals(rmApp.getOriginalTrackingUrl())) {
            eventBuilder.setOriginalTrackingUrl(normalizeTrackingUrl(rmApp.getOriginalTrackingUrl()));
        }

        eventHandler.accept(System.currentTimeMillis(), headerBuilder.build(), eventBuilder.build());

        if (rmApp.getState() == RMAppState.FINISHED || rmApp.getState() == RMAppState.KILLED || rmApp.getState() == RMAppState.FAILED) {
            cacheFinishedApp.put(applicationId.toString(), rmApp.getState().name());
        }
    }
}
 

@SuppressWarnings({ "rawtypes", "unchecked" })
public AppInfo(ResourceManager rm, RMApp app, Boolean hasAccess,
    String schemePrefix) {
  this.schemePrefix = schemePrefix;
  if (app != null) {
    String trackingUrl = app.getTrackingUrl();
    this.state = app.createApplicationState();
    this.trackingUrlIsNotReady = trackingUrl == null || trackingUrl.isEmpty()
        || YarnApplicationState.NEW == this.state
        || YarnApplicationState.NEW_SAVING == this.state
        || YarnApplicationState.SUBMITTED == this.state
        || YarnApplicationState.ACCEPTED == this.state;
    this.trackingUI = this.trackingUrlIsNotReady ? "UNASSIGNED" : (app
        .getFinishTime() == 0 ? "ApplicationMaster" : "History");
    if (!trackingUrlIsNotReady) {
      this.trackingUrl =
          WebAppUtils.getURLWithScheme(schemePrefix,
              trackingUrl);
      this.trackingUrlPretty = this.trackingUrl;
    } else {
      this.trackingUrlPretty = "UNASSIGNED";
    }
    this.applicationId = app.getApplicationId();
    this.applicationType = app.getApplicationType();
    this.appIdNum = String.valueOf(app.getApplicationId().getId());
    this.id = app.getApplicationId().toString();
    this.user = app.getUser().toString();
    this.name = app.getName().toString();
    this.queue = app.getQueue().toString();
    this.progress = app.getProgress() * 100;
    this.diagnostics = app.getDiagnostics().toString();
    if (diagnostics == null || diagnostics.isEmpty()) {
      this.diagnostics = "";
    }
    if (app.getApplicationTags() != null && !app.getApplicationTags().isEmpty()) {
      this.applicationTags = Joiner.on(',').join(app.getApplicationTags());
    }
    this.finalStatus = app.getFinalApplicationStatus();
    this.clusterId = ResourceManager.getClusterTimeStamp();
    if (hasAccess) {
      this.startedTime = app.getStartTime();
      this.finishedTime = app.getFinishTime();
      this.elapsedTime = Times.elapsed(app.getStartTime(),
          app.getFinishTime());

      RMAppAttempt attempt = app.getCurrentAppAttempt();
      if (attempt != null) {
        Container masterContainer = attempt.getMasterContainer();
        if (masterContainer != null) {
          this.amContainerLogsExist = true;
          this.amContainerLogs = WebAppUtils.getRunningLogURL(
              schemePrefix + masterContainer.getNodeHttpAddress(),
              ConverterUtils.toString(masterContainer.getId()),
              app.getUser());
          this.amHostHttpAddress = masterContainer.getNodeHttpAddress();
        }
        
        ApplicationResourceUsageReport resourceReport = attempt
            .getApplicationResourceUsageReport();
        if (resourceReport != null) {
          Resource usedResources = resourceReport.getUsedResources();
          allocatedMB = usedResources.getMemory();
          allocatedVCores = usedResources.getVirtualCores();
          allocatedGCores = usedResources.getGpuCores();
          runningContainers = resourceReport.getNumUsedContainers();
        }
        resourceRequests =
            ((AbstractYarnScheduler) rm.getRMContext().getScheduler())
              .getPendingResourceRequestsForAttempt(attempt.getAppAttemptId());
      }
    }

    // copy preemption info fields
    RMAppMetrics appMetrics = app.getRMAppMetrics();
    numAMContainerPreempted =
        appMetrics.getNumAMContainersPreempted();
    preemptedResourceMB =
        appMetrics.getResourcePreempted().getMemory();
    numNonAMContainerPreempted =
        appMetrics.getNumNonAMContainersPreempted();
    preemptedResourceVCores =
        appMetrics.getResourcePreempted().getVirtualCores();
    preemptedResourceGCores =
        appMetrics.getResourcePreempted().getGpuCores();
    memorySeconds = appMetrics.getMemorySeconds();
    vcoreSeconds = appMetrics.getVcoreSeconds();
    gcoreSeconds = appMetrics.getGcoreSeconds();
  }
}
 

@Override
protected void createApplicationMetricsTable(Block html){
  RMApp rmApp = this.rm.getRMContext().getRMApps().get(appID);
  RMAppMetrics appMetrics = rmApp == null ? null : rmApp.getRMAppMetrics();
  // Get attempt metrics and fields, it is possible currentAttempt of RMApp is
  // null. In that case, we will assume resource preempted and number of Non
  // AM container preempted on that attempt is 0
  RMAppAttemptMetrics attemptMetrics;
  if (rmApp == null || null == rmApp.getCurrentAppAttempt()) {
    attemptMetrics = null;
  } else {
    attemptMetrics = rmApp.getCurrentAppAttempt().getRMAppAttemptMetrics();
  }
  Resource attemptResourcePreempted =
      attemptMetrics == null ? Resources.none() : attemptMetrics
        .getResourcePreempted();
  int attemptNumNonAMContainerPreempted =
      attemptMetrics == null ? 0 : attemptMetrics
        .getNumNonAMContainersPreempted();
  DIV<Hamlet> pdiv = html.
      _(InfoBlock.class).
      div(_INFO_WRAP);
  info("Application Overview").clear();
  info("Application Metrics")
      ._("Total Resource Preempted:",
        appMetrics == null ? "N/A" : appMetrics.getResourcePreempted())
      ._("Total Number of Non-AM Containers Preempted:",
        appMetrics == null ? "N/A"
            : appMetrics.getNumNonAMContainersPreempted())
      ._("Total Number of AM Containers Preempted:",
        appMetrics == null ? "N/A"
            : appMetrics.getNumAMContainersPreempted())
      ._("Resource Preempted from Current Attempt:",
        attemptResourcePreempted)
      ._("Number of Non-AM Containers Preempted from Current Attempt:",
        attemptNumNonAMContainerPreempted)
      ._("Aggregate Resource Allocation:",
        String.format("%d MB-seconds, %d vcore-seconds, %d gcore-seconds",
            appMetrics == null ? "N/A" : appMetrics.getMemorySeconds(),
            appMetrics == null ? "N/A" : appMetrics.getVcoreSeconds(),
            appMetrics == null ? "N/A" : appMetrics.getGcoreSeconds()));
  pdiv._();
}
 

@Test (timeout = 120000)
public void testUsageWithOneAttemptAndOneContainer() throws Exception {
  MockRM rm = new MockRM(conf);
  rm.start();
  
  MockNM nm =
      new MockNM("127.0.0.1:1234", 15120, rm.getResourceTrackerService());
  nm.registerNode();

  RMApp app0 = rm.submitApp(200);

  RMAppMetrics rmAppMetrics = app0.getRMAppMetrics();
  Assert.assertTrue(
      "Before app submittion, memory seconds should have been 0 but was "
                        + rmAppMetrics.getMemorySeconds(),
      rmAppMetrics.getMemorySeconds() == 0);
  Assert.assertTrue(
      "Before app submission, vcore seconds should have been 0 but was "
                        + rmAppMetrics.getVcoreSeconds(),
      rmAppMetrics.getVcoreSeconds() == 0);

  Assert.assertTrue(
      "Before app submission, gcore seconds should have been 0 but was "
                        + rmAppMetrics.getGcoreSeconds(),
      rmAppMetrics.getGcoreSeconds() == 0);

  RMAppAttempt attempt0 = app0.getCurrentAppAttempt();

  nm.nodeHeartbeat(true);
  MockAM am0 = rm.sendAMLaunched(attempt0.getAppAttemptId());
  am0.registerAppAttempt();

  RMContainer rmContainer =
      rm.getResourceScheduler()
         .getRMContainer(attempt0.getMasterContainer().getId());

  // Allow metrics to accumulate.
  int sleepInterval = 1000;
  int cumulativeSleepTime = 0;
  while (rmAppMetrics.getMemorySeconds() <= 0 && cumulativeSleepTime < 5000) {
    Thread.sleep(sleepInterval);
    cumulativeSleepTime += sleepInterval;
  }

  rmAppMetrics = app0.getRMAppMetrics();
  Assert.assertTrue(
      "While app is running, memory seconds should be >0 but is "
          + rmAppMetrics.getMemorySeconds(),
      rmAppMetrics.getMemorySeconds() > 0);
  Assert.assertTrue(
      "While app is running, vcore seconds should be >0 but is "
          + rmAppMetrics.getVcoreSeconds(),
      rmAppMetrics.getVcoreSeconds() > 0);

  MockRM.finishAMAndVerifyAppState(app0, rm, nm, am0);

  AggregateAppResourceUsage ru = calculateContainerResourceMetrics(rmContainer);
  rmAppMetrics = app0.getRMAppMetrics();

  Assert.assertEquals("Unexcpected MemorySeconds value",
      ru.getMemorySeconds(), rmAppMetrics.getMemorySeconds());
  Assert.assertEquals("Unexpected VcoreSeconds value",
      ru.getVcoreSeconds(), rmAppMetrics.getVcoreSeconds());
  Assert.assertEquals("Unexpected GcoreSeconds value",
      ru.getGcoreSeconds(), rmAppMetrics.getGcoreSeconds());
  rm.stop();
}
 

@SuppressWarnings({ "rawtypes", "unchecked" })
public AppInfo(ResourceManager rm, RMApp app, Boolean hasAccess,
    String schemePrefix) {
  this.schemePrefix = schemePrefix;
  if (app != null) {
    String trackingUrl = app.getTrackingUrl();
    this.state = app.createApplicationState();
    this.trackingUrlIsNotReady = trackingUrl == null || trackingUrl.isEmpty()
        || YarnApplicationState.NEW == this.state
        || YarnApplicationState.NEW_SAVING == this.state
        || YarnApplicationState.SUBMITTED == this.state
        || YarnApplicationState.ACCEPTED == this.state;
    this.trackingUI = this.trackingUrlIsNotReady ? "UNASSIGNED" : (app
        .getFinishTime() == 0 ? "ApplicationMaster" : "History");
    if (!trackingUrlIsNotReady) {
      this.trackingUrl =
          WebAppUtils.getURLWithScheme(schemePrefix,
              trackingUrl);
      this.trackingUrlPretty = this.trackingUrl;
    } else {
      this.trackingUrlPretty = "UNASSIGNED";
    }
    this.applicationId = app.getApplicationId();
    this.applicationType = app.getApplicationType();
    this.appIdNum = String.valueOf(app.getApplicationId().getId());
    this.id = app.getApplicationId().toString();
    this.user = app.getUser().toString();
    this.name = app.getName().toString();
    this.queue = app.getQueue().toString();
    this.progress = app.getProgress() * 100;
    this.diagnostics = app.getDiagnostics().toString();
    if (diagnostics == null || diagnostics.isEmpty()) {
      this.diagnostics = "";
    }
    if (app.getApplicationTags() != null && !app.getApplicationTags().isEmpty()) {
      this.applicationTags = Joiner.on(',').join(app.getApplicationTags());
    }
    this.finalStatus = app.getFinalApplicationStatus();
    this.clusterId = ResourceManager.getClusterTimeStamp();
    if (hasAccess) {
      this.startedTime = app.getStartTime();
      this.finishedTime = app.getFinishTime();
      this.elapsedTime = Times.elapsed(app.getStartTime(),
          app.getFinishTime());

      RMAppAttempt attempt = app.getCurrentAppAttempt();
      if (attempt != null) {
        Container masterContainer = attempt.getMasterContainer();
        if (masterContainer != null) {
          this.amContainerLogsExist = true;
          this.amContainerLogs = WebAppUtils.getRunningLogURL(
              schemePrefix + masterContainer.getNodeHttpAddress(),
              ConverterUtils.toString(masterContainer.getId()),
              app.getUser());
          this.amHostHttpAddress = masterContainer.getNodeHttpAddress();
        }
        
        ApplicationResourceUsageReport resourceReport = attempt
            .getApplicationResourceUsageReport();
        if (resourceReport != null) {
          Resource usedResources = resourceReport.getUsedResources();
          allocatedMB = usedResources.getMemory();
          allocatedVCores = usedResources.getVirtualCores();
          runningContainers = resourceReport.getNumUsedContainers();
        }
        resourceRequests =
            ((AbstractYarnScheduler) rm.getRMContext().getScheduler())
              .getPendingResourceRequestsForAttempt(attempt.getAppAttemptId());
      }
    }

    // copy preemption info fields
    RMAppMetrics appMetrics = app.getRMAppMetrics();
    numAMContainerPreempted =
        appMetrics.getNumAMContainersPreempted();
    preemptedResourceMB =
        appMetrics.getResourcePreempted().getMemory();
    numNonAMContainerPreempted =
        appMetrics.getNumNonAMContainersPreempted();
    preemptedResourceVCores =
        appMetrics.getResourcePreempted().getVirtualCores();
    memorySeconds = appMetrics.getMemorySeconds();
    vcoreSeconds = appMetrics.getVcoreSeconds();
  }
}
 

@Override
protected void createApplicationMetricsTable(Block html){
  RMApp rmApp = this.rm.getRMContext().getRMApps().get(appID);
  RMAppMetrics appMetrics = rmApp == null ? null : rmApp.getRMAppMetrics();
  // Get attempt metrics and fields, it is possible currentAttempt of RMApp is
  // null. In that case, we will assume resource preempted and number of Non
  // AM container preempted on that attempt is 0
  RMAppAttemptMetrics attemptMetrics;
  if (rmApp == null || null == rmApp.getCurrentAppAttempt()) {
    attemptMetrics = null;
  } else {
    attemptMetrics = rmApp.getCurrentAppAttempt().getRMAppAttemptMetrics();
  }
  Resource attemptResourcePreempted =
      attemptMetrics == null ? Resources.none() : attemptMetrics
        .getResourcePreempted();
  int attemptNumNonAMContainerPreempted =
      attemptMetrics == null ? 0 : attemptMetrics
        .getNumNonAMContainersPreempted();
  DIV<Hamlet> pdiv = html.
      _(InfoBlock.class).
      div(_INFO_WRAP);
  info("Application Overview").clear();
  info("Application Metrics")
      ._("Total Resource Preempted:",
        appMetrics == null ? "N/A" : appMetrics.getResourcePreempted())
      ._("Total Number of Non-AM Containers Preempted:",
        appMetrics == null ? "N/A"
            : appMetrics.getNumNonAMContainersPreempted())
      ._("Total Number of AM Containers Preempted:",
        appMetrics == null ? "N/A"
            : appMetrics.getNumAMContainersPreempted())
      ._("Resource Preempted from Current Attempt:",
        attemptResourcePreempted)
      ._("Number of Non-AM Containers Preempted from Current Attempt:",
        attemptNumNonAMContainerPreempted)
      ._("Aggregate Resource Allocation:",
        String.format("%d MB-seconds, %d vcore-seconds",
            appMetrics == null ? "N/A" : appMetrics.getMemorySeconds(),
            appMetrics == null ? "N/A" : appMetrics.getVcoreSeconds()));
  pdiv._();
}
 

@Test (timeout = 120000)
public void testUsageWithOneAttemptAndOneContainer() throws Exception {
  MockRM rm = new MockRM(conf);
  rm.start();
  
  MockNM nm =
      new MockNM("127.0.0.1:1234", 15120, rm.getResourceTrackerService());
  nm.registerNode();

  RMApp app0 = rm.submitApp(200);

  RMAppMetrics rmAppMetrics = app0.getRMAppMetrics();
  Assert.assertTrue(
      "Before app submittion, memory seconds should have been 0 but was "
                        + rmAppMetrics.getMemorySeconds(),
      rmAppMetrics.getMemorySeconds() == 0);
  Assert.assertTrue(
      "Before app submission, vcore seconds should have been 0 but was "
                        + rmAppMetrics.getVcoreSeconds(),
      rmAppMetrics.getVcoreSeconds() == 0);

  RMAppAttempt attempt0 = app0.getCurrentAppAttempt();

  nm.nodeHeartbeat(true);
  MockAM am0 = rm.sendAMLaunched(attempt0.getAppAttemptId());
  am0.registerAppAttempt();

  RMContainer rmContainer =
      rm.getResourceScheduler()
         .getRMContainer(attempt0.getMasterContainer().getId());

  // Allow metrics to accumulate.
  int sleepInterval = 1000;
  int cumulativeSleepTime = 0;
  while (rmAppMetrics.getMemorySeconds() <= 0 && cumulativeSleepTime < 5000) {
    Thread.sleep(sleepInterval);
    cumulativeSleepTime += sleepInterval;
  }

  rmAppMetrics = app0.getRMAppMetrics();
  Assert.assertTrue(
      "While app is running, memory seconds should be >0 but is "
          + rmAppMetrics.getMemorySeconds(),
      rmAppMetrics.getMemorySeconds() > 0);
  Assert.assertTrue(
      "While app is running, vcore seconds should be >0 but is "
          + rmAppMetrics.getVcoreSeconds(),
      rmAppMetrics.getVcoreSeconds() > 0);

  MockRM.finishAMAndVerifyAppState(app0, rm, nm, am0);

  AggregateAppResourceUsage ru = calculateContainerResourceMetrics(rmContainer);
  rmAppMetrics = app0.getRMAppMetrics();

  Assert.assertEquals("Unexcpected MemorySeconds value",
      ru.getMemorySeconds(), rmAppMetrics.getMemorySeconds());
  Assert.assertEquals("Unexpected VcoreSeconds value",
      ru.getVcoreSeconds(), rmAppMetrics.getVcoreSeconds());

  rm.stop();
}