/**
   * Start a Tez Session
   *
   * @throws TezException
   * @throws IOException
   */
  public synchronized void start() throws TezException, IOException {
    yarnClient = YarnClient.createYarnClient();
    yarnClient.init(sessionConfig.getYarnConfiguration());
    yarnClient.start();

    tezJarResources =
        TezClientUtils.setupTezJarsLocalResources(sessionConfig.getTezConfiguration());

    try {
      if (applicationId == null) {
        applicationId =
            yarnClient.createApplication().getNewApplicationResponse().getApplicationId();
      }

      ApplicationSubmissionContext appContext =
          TezClientUtils.createApplicationSubmissionContext(
              sessionConfig.getTezConfiguration(),
              applicationId,
              null,
              sessionName,
              sessionConfig.getAMConfiguration(),
              tezJarResources);
      // Set Tez Sessions to not retry on AM crashes
      appContext.setMaxAppAttempts(1);
      tezConfPBLRsrc =
          appContext
              .getAMContainerSpec()
              .getLocalResources()
              .get(TezConfiguration.TEZ_PB_BINARY_CONF_NAME);
      yarnClient.submitApplication(appContext);
    } catch (YarnException e) {
      throw new TezException(e);
    }
    sessionStarted = true;
  }
  /** Test regular operation, including command line parameter parsing. */
  @Test(timeout = 60000) // timeout after a minute.
  public void testDetachedMode() {
    LOG.info("Starting testDetachedMode()");
    addTestAppender(FlinkYarnSessionCli.class, Level.INFO);
    Runner runner =
        startWithArgs(
            new String[] {
              "-j",
              flinkUberjar.getAbsolutePath(),
              "-t",
              flinkLibFolder.getAbsolutePath(),
              "-n",
              "1",
              "-jm",
              "768",
              "-tm",
              "1024",
              "--name",
              "MyCustomName", // test setting a custom name
              "--detached"
            },
            "Flink JobManager is now running on",
            RunTypes.YARN_SESSION);

    checkForLogString("The Flink YARN client has been started in detached mode");

    Assert.assertFalse("The runner should detach.", runner.isAlive());

    LOG.info("Waiting until two containers are running");
    // wait until two containers are running
    while (getRunningContainers() < 2) {
      sleep(500);
    }
    LOG.info("Two containers are running. Killing the application");

    // kill application "externally".
    try {
      YarnClient yc = YarnClient.createYarnClient();
      yc.init(yarnConfiguration);
      yc.start();
      List<ApplicationReport> apps = yc.getApplications(EnumSet.of(YarnApplicationState.RUNNING));
      Assert.assertEquals(1, apps.size()); // Only one running
      ApplicationReport app = apps.get(0);

      Assert.assertEquals("MyCustomName", app.getName());
      ApplicationId id = app.getApplicationId();
      yc.killApplication(id);

      while (yc.getApplications(EnumSet.of(YarnApplicationState.KILLED)).size() == 0) {
        sleep(500);
      }
    } catch (Throwable t) {
      LOG.warn("Killing failed", t);
      Assert.fail();
    }

    LOG.info("Finished testDetachedMode()");
  }
  @SuppressWarnings("deprecation")
  @Test(timeout = 30000)
  public void testSubmitApplication() {
    Configuration conf = new Configuration();
    conf.setLong(
        YarnConfiguration.YARN_CLIENT_APP_SUBMISSION_POLL_INTERVAL_MS, 100); // speed up tests
    final YarnClient client = new MockYarnClient();
    client.init(conf);
    client.start();

    YarnApplicationState[] exitStates =
        new YarnApplicationState[] {
          YarnApplicationState.SUBMITTED,
          YarnApplicationState.ACCEPTED,
          YarnApplicationState.RUNNING,
          YarnApplicationState.FINISHED,
          YarnApplicationState.FAILED,
          YarnApplicationState.KILLED
        };

    // Submit an application without ApplicationId provided
    // Should get ApplicationIdNotProvidedException
    ApplicationSubmissionContext contextWithoutApplicationId =
        mock(ApplicationSubmissionContext.class);
    try {
      client.submitApplication(contextWithoutApplicationId);
      Assert.fail("Should throw the ApplicationIdNotProvidedException");
    } catch (YarnException e) {
      Assert.assertTrue(e instanceof ApplicationIdNotProvidedException);
      Assert.assertTrue(
          e.getMessage().contains("ApplicationId is not provided in ApplicationSubmissionContext"));
    } catch (IOException e) {
      Assert.fail("IOException is not expected.");
    }

    // Submit the application with applicationId provided
    // Should be successful
    for (int i = 0; i < exitStates.length; ++i) {
      ApplicationSubmissionContext context = mock(ApplicationSubmissionContext.class);
      ApplicationId applicationId = ApplicationId.newInstance(System.currentTimeMillis(), i);
      when(context.getApplicationId()).thenReturn(applicationId);
      ((MockYarnClient) client).setYarnApplicationState(exitStates[i]);
      try {
        client.submitApplication(context);
      } catch (YarnException e) {
        Assert.fail("Exception is not expected.");
      } catch (IOException e) {
        Assert.fail("Exception is not expected.");
      }
      verify(((MockYarnClient) client).mockReport, times(4 * i + 4)).getYarnApplicationState();
    }

    client.stop();
  }
  @Test
  public void testClientStop() {
    Configuration conf = new Configuration();
    ResourceManager rm = new ResourceManager();
    rm.init(conf);
    rm.start();

    YarnClient client = YarnClient.createYarnClient();
    client.init(conf);
    client.start();
    client.stop();
    rm.stop();
  }
  @Test(timeout = 10000)
  public void testGetApplications() throws YarnException, IOException {
    Configuration conf = new Configuration();
    final YarnClient client = new MockYarnClient();
    client.init(conf);
    client.start();

    List<ApplicationReport> expectedReports = ((MockYarnClient) client).getReports();

    List<ApplicationReport> reports = client.getApplications();
    Assert.assertEquals(reports, expectedReports);

    Set<String> appTypes = new HashSet<String>();
    appTypes.add("YARN");
    appTypes.add("NON-YARN");

    reports = client.getApplications(appTypes, null);
    Assert.assertEquals(reports.size(), 2);
    Assert.assertTrue(
        (reports.get(0).getApplicationType().equals("YARN")
                && reports.get(1).getApplicationType().equals("NON-YARN"))
            || (reports.get(1).getApplicationType().equals("YARN")
                && reports.get(0).getApplicationType().equals("NON-YARN")));
    for (ApplicationReport report : reports) {
      Assert.assertTrue(expectedReports.contains(report));
    }

    EnumSet<YarnApplicationState> appStates = EnumSet.noneOf(YarnApplicationState.class);
    appStates.add(YarnApplicationState.FINISHED);
    appStates.add(YarnApplicationState.FAILED);
    reports = client.getApplications(null, appStates);
    Assert.assertEquals(reports.size(), 2);
    Assert.assertTrue(
        (reports.get(0).getApplicationType().equals("NON-YARN")
                && reports.get(1).getApplicationType().equals("NON-MAPREDUCE"))
            || (reports.get(1).getApplicationType().equals("NON-YARN")
                && reports.get(0).getApplicationType().equals("NON-MAPREDUCE")));
    for (ApplicationReport report : reports) {
      Assert.assertTrue(expectedReports.contains(report));
    }

    reports = client.getApplications(appTypes, appStates);
    Assert.assertEquals(reports.size(), 1);
    Assert.assertTrue((reports.get(0).getApplicationType().equals("NON-YARN")));
    for (ApplicationReport report : reports) {
      Assert.assertTrue(expectedReports.contains(report));
    }

    client.stop();
  }
  @Test
  public void testKillApplication() throws Exception {
    MockRM rm = new MockRM();
    rm.start();
    RMApp app = rm.submitApp(2000);

    Configuration conf = new Configuration();
    @SuppressWarnings("resource")
    final YarnClient client = new MockYarnClient();
    client.init(conf);
    client.start();

    client.killApplication(app.getApplicationId());
    verify(((MockYarnClient) client).getRMClient(), times(2))
        .forceKillApplication(any(KillApplicationRequest.class));
  }
  @Test(timeout = 10000)
  public void testGetContainers() throws YarnException, IOException {
    Configuration conf = new Configuration();
    final YarnClient client = new MockYarnClient();
    client.init(conf);
    client.start();

    ApplicationId applicationId = ApplicationId.newInstance(1234, 5);
    ApplicationAttemptId appAttemptId = ApplicationAttemptId.newInstance(applicationId, 1);
    List<ContainerReport> reports = client.getContainers(appAttemptId);
    Assert.assertNotNull(reports);
    Assert.assertEquals(
        reports.get(0).getContainerId(), (ContainerId.newContainerId(appAttemptId, 1)));
    Assert.assertEquals(
        reports.get(1).getContainerId(), (ContainerId.newContainerId(appAttemptId, 2)));
    client.stop();
  }
  @Test(timeout = 10000)
  public void testGetApplicationAttempt() throws YarnException, IOException {
    Configuration conf = new Configuration();
    final YarnClient client = new MockYarnClient();
    client.init(conf);
    client.start();

    List<ApplicationReport> expectedReports = ((MockYarnClient) client).getReports();

    ApplicationId applicationId = ApplicationId.newInstance(1234, 5);
    ApplicationAttemptId appAttemptId = ApplicationAttemptId.newInstance(applicationId, 1);
    ApplicationAttemptReport report = client.getApplicationAttemptReport(appAttemptId);
    Assert.assertNotNull(report);
    Assert.assertEquals(
        report.getApplicationAttemptId().toString(),
        expectedReports.get(0).getCurrentApplicationAttemptId().toString());
    client.stop();
  }
Exemple #9
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  @Before
  public void checkClusterEmpty() throws IOException, YarnException {
    if (yarnClient == null) {
      yarnClient = YarnClient.createYarnClient();
      yarnClient.init(yarnConfiguration);
      yarnClient.start();
    }

    List<ApplicationReport> apps = yarnClient.getApplications();
    for (ApplicationReport app : apps) {
      if (app.getYarnApplicationState() != YarnApplicationState.FINISHED
          && app.getYarnApplicationState() != YarnApplicationState.KILLED
          && app.getYarnApplicationState() != YarnApplicationState.FAILED) {
        Assert.fail(
            "There is at least one application on the cluster is not finished."
                + "App "
                + app.getApplicationId()
                + " is in state "
                + app.getYarnApplicationState());
      }
    }
  }
Exemple #10
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 public void start() {
   yarnClient.start();
 }
  private void testDetachedPerJobYarnClusterInternal(String job) {
    YarnClient yc = YarnClient.createYarnClient();
    yc.init(yarnConfiguration);
    yc.start();

    // get temporary folder for writing output of wordcount example
    File tmpOutFolder = null;
    try {
      tmpOutFolder = tmp.newFolder();
    } catch (IOException e) {
      throw new RuntimeException(e);
    }

    // get temporary file for reading input data for wordcount example
    File tmpInFile;
    try {
      tmpInFile = tmp.newFile();
      FileUtils.writeStringToFile(tmpInFile, WordCountData.TEXT);
    } catch (IOException e) {
      throw new RuntimeException(e);
    }

    Runner runner =
        startWithArgs(
            new String[] {
              "run",
              "-m",
              "yarn-cluster",
              "-yj",
              flinkUberjar.getAbsolutePath(),
              "-yt",
              flinkLibFolder.getAbsolutePath(),
              "-yn",
              "1",
              "-yjm",
              "768",
              "-yD",
              "yarn.heap-cutoff-ratio=0.5", // test if the cutoff is passed correctly
              "-ytm",
              "1024",
              "-ys",
              "2", // test requesting slots from YARN.
              "--yarndetached",
              job,
              tmpInFile.getAbsoluteFile().toString(),
              tmpOutFolder.getAbsoluteFile().toString()
            },
            "Job has been submitted with JobID",
            RunTypes.CLI_FRONTEND);

    // it should usually be 2, but on slow machines, the number varies
    Assert.assertTrue("There should be at most 2 containers running", getRunningContainers() <= 2);
    // give the runner some time to detach
    for (int attempt = 0; runner.isAlive() && attempt < 5; attempt++) {
      try {
        Thread.sleep(500);
      } catch (InterruptedException e) {
      }
    }
    Assert.assertFalse("The runner should detach.", runner.isAlive());
    LOG.info("CLI Frontend has returned, so the job is running");

    // find out the application id and wait until it has finished.
    try {
      List<ApplicationReport> apps = yc.getApplications(EnumSet.of(YarnApplicationState.RUNNING));

      ApplicationId tmpAppId;
      if (apps.size() == 1) {
        // Better method to find the right appId. But sometimes the app is shutting down very fast
        // Only one running
        tmpAppId = apps.get(0).getApplicationId();

        LOG.info("waiting for the job with appId {} to finish", tmpAppId);
        // wait until the app has finished
        while (yc.getApplications(EnumSet.of(YarnApplicationState.RUNNING)).size() > 0) {
          sleep(500);
        }
      } else {
        // get appId by finding the latest finished appid
        apps = yc.getApplications();
        Collections.sort(
            apps,
            new Comparator<ApplicationReport>() {
              @Override
              public int compare(ApplicationReport o1, ApplicationReport o2) {
                return o1.getApplicationId().compareTo(o2.getApplicationId()) * -1;
              }
            });
        tmpAppId = apps.get(0).getApplicationId();
        LOG.info(
            "Selected {} as the last appId from {}", tmpAppId, Arrays.toString(apps.toArray()));
      }
      final ApplicationId id = tmpAppId;

      // now it has finished.
      // check the output files.
      File[] listOfOutputFiles = tmpOutFolder.listFiles();

      Assert.assertNotNull("Taskmanager output not found", listOfOutputFiles);
      LOG.info("The job has finished. TaskManager output files found in {}", tmpOutFolder);

      // read all output files in output folder to one output string
      String content = "";
      for (File f : listOfOutputFiles) {
        if (f.isFile()) {
          content += FileUtils.readFileToString(f) + "\n";
        }
      }
      // String content = FileUtils.readFileToString(taskmanagerOut);
      // check for some of the wordcount outputs.
      Assert.assertTrue(
          "Expected string 'da 5' or '(all,2)' not found in string '" + content + "'",
          content.contains("da 5") || content.contains("(da,5)") || content.contains("(all,2)"));
      Assert.assertTrue(
          "Expected string 'der 29' or '(mind,1)' not found in string'" + content + "'",
          content.contains("der 29")
              || content.contains("(der,29)")
              || content.contains("(mind,1)"));

      // check if the heap size for the TaskManager was set correctly
      File jobmanagerLog =
          YarnTestBase.findFile(
              "..",
              new FilenameFilter() {
                @Override
                public boolean accept(File dir, String name) {
                  return name.contains("jobmanager.log")
                      && dir.getAbsolutePath().contains(id.toString());
                }
              });
      Assert.assertNotNull("Unable to locate JobManager log", jobmanagerLog);
      content = FileUtils.readFileToString(jobmanagerLog);
      // TM was started with 1024 but we cut off 50% (NOT THE DEFAULT VALUE)
      String expected = "Starting TM with command=$JAVA_HOME/bin/java -Xms424m -Xmx424m";
      Assert.assertTrue(
          "Expected string '" + expected + "' not found in JobManager log: '" + jobmanagerLog + "'",
          content.contains(expected));
      expected = " (2/2) (attempt #0) to ";
      Assert.assertTrue(
          "Expected string '"
              + expected
              + "' not found in JobManager log."
              + "This string checks that the job has been started with a parallelism of 2. Log contents: '"
              + jobmanagerLog
              + "'",
          content.contains(expected));

      // make sure the detached app is really finished.
      LOG.info("Checking again that app has finished");
      ApplicationReport rep;
      do {
        sleep(500);
        rep = yc.getApplicationReport(id);
        LOG.info("Got report {}", rep);
      } while (rep.getYarnApplicationState() == YarnApplicationState.RUNNING);

    } catch (Throwable t) {
      LOG.warn("Error while detached yarn session was running", t);
      Assert.fail(t.getMessage());
    }
  }
  /** Test TaskManager failure */
  @Test(timeout = 100000) // timeout after 100 seconds
  public void testTaskManagerFailure() {
    LOG.info("Starting testTaskManagerFailure()");
    Runner runner =
        startWithArgs(
            new String[] {
              "-j",
              flinkUberjar.getAbsolutePath(),
              "-t",
              flinkLibFolder.getAbsolutePath(),
              "-n",
              "1",
              "-jm",
              "768",
              "-tm",
              "1024",
              "-nm",
              "customName",
              "-Dfancy-configuration-value=veryFancy",
              "-Dyarn.maximum-failed-containers=3"
            },
            "Number of connected TaskManagers changed to 1. Slots available: 1",
            RunTypes.YARN_SESSION);

    Assert.assertEquals(2, getRunningContainers());

    // ------------------------ Test if JobManager web interface is accessible -------
    try {
      YarnClient yc = YarnClient.createYarnClient();
      yc.init(yarnConfiguration);
      yc.start();
      List<ApplicationReport> apps = yc.getApplications(EnumSet.of(YarnApplicationState.RUNNING));
      Assert.assertEquals(1, apps.size()); // Only one running
      ApplicationReport app = apps.get(0);
      Assert.assertEquals("customName", app.getName());
      String url = app.getTrackingUrl();
      if (!url.endsWith("/")) {
        url += "/";
      }
      if (!url.startsWith("http://")) {
        url = "http://" + url;
      }
      LOG.info("Got application URL from YARN {}", url);

      String response = TestBaseUtils.getFromHTTP(url + "taskmanagers/");
      JSONObject parsedTMs = new JSONObject(response);
      JSONArray taskManagers = parsedTMs.getJSONArray("taskmanagers");
      Assert.assertNotNull(taskManagers);
      Assert.assertEquals(1, taskManagers.length());
      Assert.assertEquals(1, taskManagers.getJSONObject(0).getInt("slotsNumber"));

      // get the configuration from webinterface & check if the dynamic properties from YARN show up
      // there.
      String jsonConfig = TestBaseUtils.getFromHTTP(url + "jobmanager/config");
      JSONArray parsed = new JSONArray(jsonConfig);
      Map<String, String> parsedConfig = WebMonitorUtils.fromKeyValueJsonArray(parsed);

      Assert.assertEquals("veryFancy", parsedConfig.get("fancy-configuration-value"));
      Assert.assertEquals("3", parsedConfig.get("yarn.maximum-failed-containers"));

      // -------------- FLINK-1902: check if jobmanager hostname/port are shown in web interface
      // first, get the hostname/port
      String oC = outContent.toString();
      Pattern p = Pattern.compile("Flink JobManager is now running on ([a-zA-Z0-9.-]+):([0-9]+)");
      Matcher matches = p.matcher(oC);
      String hostname = null;
      String port = null;
      while (matches.find()) {
        hostname = matches.group(1).toLowerCase();
        port = matches.group(2);
      }
      LOG.info("Extracted hostname:port: {} {}", hostname, port);

      Assert.assertEquals(
          "unable to find hostname in " + parsed,
          hostname,
          parsedConfig.get(ConfigConstants.JOB_MANAGER_IPC_ADDRESS_KEY));
      Assert.assertEquals(
          "unable to find port in " + parsed,
          port,
          parsedConfig.get(ConfigConstants.JOB_MANAGER_IPC_PORT_KEY));

      // test logfile access
      String logs = TestBaseUtils.getFromHTTP(url + "jobmanager/log");
      Assert.assertTrue(logs.contains("Starting YARN ApplicationMaster/JobManager (Version"));
    } catch (Throwable e) {
      LOG.warn("Error while running test", e);
      Assert.fail(e.getMessage());
    }

    // ------------------------ Kill container with TaskManager  -------

    // find container id of taskManager:
    ContainerId taskManagerContainer = null;
    NodeManager nodeManager = null;
    UserGroupInformation remoteUgi = null;
    NMTokenIdentifier nmIdent = null;
    try {
      remoteUgi = UserGroupInformation.getCurrentUser();
    } catch (IOException e) {
      LOG.warn("Unable to get curr user", e);
      Assert.fail();
    }
    for (int nmId = 0; nmId < NUM_NODEMANAGERS; nmId++) {
      NodeManager nm = yarnCluster.getNodeManager(nmId);
      ConcurrentMap<ContainerId, Container> containers = nm.getNMContext().getContainers();
      for (Map.Entry<ContainerId, Container> entry : containers.entrySet()) {
        String command = Joiner.on(" ").join(entry.getValue().getLaunchContext().getCommands());
        if (command.contains(YarnTaskManagerRunner.class.getSimpleName())) {
          taskManagerContainer = entry.getKey();
          nodeManager = nm;
          nmIdent =
              new NMTokenIdentifier(taskManagerContainer.getApplicationAttemptId(), null, "", 0);
          // allow myself to do stuff with the container
          // remoteUgi.addCredentials(entry.getValue().getCredentials());
          remoteUgi.addTokenIdentifier(nmIdent);
        }
      }
      sleep(500);
    }

    Assert.assertNotNull("Unable to find container with TaskManager", taskManagerContainer);
    Assert.assertNotNull("Illegal state", nodeManager);

    List<ContainerId> toStop = new LinkedList<ContainerId>();
    toStop.add(taskManagerContainer);
    StopContainersRequest scr = StopContainersRequest.newInstance(toStop);

    try {
      nodeManager.getNMContext().getContainerManager().stopContainers(scr);
    } catch (Throwable e) {
      LOG.warn("Error stopping container", e);
      Assert.fail("Error stopping container: " + e.getMessage());
    }

    // stateful termination check:
    // wait until we saw a container being killed and AFTERWARDS a new one launched
    boolean ok = false;
    do {
      LOG.debug("Waiting for correct order of events. Output: {}", errContent.toString());

      String o = errContent.toString();
      int killedOff = o.indexOf("Container killed by the ApplicationMaster");
      if (killedOff != -1) {
        o = o.substring(killedOff);
        ok = o.indexOf("Launching container") > 0;
      }
      sleep(1000);
    } while (!ok);

    // send "stop" command to command line interface
    runner.sendStop();
    // wait for the thread to stop
    try {
      runner.join(1000);
    } catch (InterruptedException e) {
      LOG.warn("Interrupted while stopping runner", e);
    }
    LOG.warn("stopped");

    // ----------- Send output to logger
    System.setOut(originalStdout);
    System.setErr(originalStderr);
    String oC = outContent.toString();
    String eC = errContent.toString();
    LOG.info("Sending stdout content through logger: \n\n{}\n\n", oC);
    LOG.info("Sending stderr content through logger: \n\n{}\n\n", eC);

    // ------ Check if everything happened correctly
    Assert.assertTrue(
        "Expect to see failed container", eC.contains("New messages from the YARN cluster"));
    Assert.assertTrue(
        "Expect to see failed container", eC.contains("Container killed by the ApplicationMaster"));
    Assert.assertTrue(
        "Expect to see new container started",
        eC.contains("Launching container") && eC.contains("on host"));

    // cleanup auth for the subsequent tests.
    remoteUgi.getTokenIdentifiers().remove(nmIdent);

    LOG.info("Finished testTaskManagerFailure()");
  }
  public void run(String[] args) throws Exception {
    final String command = args[0];
    final int n = Integer.valueOf(args[1]);
    final Path jarPath = new Path(args[2]);

    // Create yarnClient
    YarnConfiguration conf = new YarnConfiguration();
    YarnClient yarnClient = YarnClient.createYarnClient();
    yarnClient.init(conf);
    yarnClient.start();

    // Create application via yarnClient
    YarnClientApplication app = yarnClient.createApplication();

    // Set up the container launch context for the application master
    ContainerLaunchContext amContainer = Records.newRecord(ContainerLaunchContext.class);
    amContainer.setCommands(
        Collections.singletonList(
            "$JAVA_HOME/bin/java"
                + " -Xmx256M"
                + " com.hortonworks.simpleyarnapp.ApplicationMaster"
                + " "
                + command
                + " "
                + String.valueOf(n)
                + " 1>"
                + ApplicationConstants.LOG_DIR_EXPANSION_VAR
                + "/stdout"
                + " 2>"
                + ApplicationConstants.LOG_DIR_EXPANSION_VAR
                + "/stderr"));

    // Setup jar for ApplicationMaster
    LocalResource appMasterJar = Records.newRecord(LocalResource.class);
    setupAppMasterJar(jarPath, appMasterJar);
    System.out.println("Jar name is " + jarPath.getName());
    amContainer.setLocalResources(Collections.singletonMap(jarPath.getName(), appMasterJar));

    // Setup CLASSPATH for ApplicationMaster
    Map<String, String> appMasterEnv = new HashMap<String, String>();
    setupAppMasterEnv(appMasterEnv);
    amContainer.setEnvironment(appMasterEnv);

    // Set up resource type requirements for ApplicationMaster
    Resource capability = Records.newRecord(Resource.class);
    capability.setMemory(256);
    capability.setVirtualCores(1);

    // Finally, set-up ApplicationSubmissionContext for the application
    ApplicationSubmissionContext appContext = app.getApplicationSubmissionContext();
    appContext.setApplicationName("apache-yarn-example"); // application name
    appContext.setAMContainerSpec(amContainer);
    appContext.setResource(capability);
    appContext.setQueue("default"); // queue

    // Submit application
    ApplicationId appId = appContext.getApplicationId();
    System.out.println("Submitting application " + appId);
    yarnClient.submitApplication(appContext);

    ApplicationReport appReport = yarnClient.getApplicationReport(appId);
    YarnApplicationState appState = appReport.getYarnApplicationState();
    while (appState != YarnApplicationState.FINISHED
        && appState != YarnApplicationState.KILLED
        && appState != YarnApplicationState.FAILED) {
      System.out.println("App Status = " + appState);
      Thread.sleep(100);
      appReport = yarnClient.getApplicationReport(appId);
      appState = appReport.getYarnApplicationState();
    }

    System.out.println(
        "Application "
            + appId
            + " finished with"
            + " state "
            + appState
            + " at "
            + appReport.getFinishTime());
  }
  @Test
  public void testReservationAPIs() {
    // initialize
    CapacitySchedulerConfiguration conf = new CapacitySchedulerConfiguration();
    ReservationSystemTestUtil.setupQueueConfiguration(conf);
    conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class, ResourceScheduler.class);
    conf.setBoolean(YarnConfiguration.RM_RESERVATION_SYSTEM_ENABLE, true);
    MiniYARNCluster cluster = new MiniYARNCluster("testReservationAPIs", 2, 1, 1);
    YarnClient client = null;
    try {
      cluster.init(conf);
      cluster.start();
      final Configuration yarnConf = cluster.getConfig();
      client = YarnClient.createYarnClient();
      client.init(yarnConf);
      client.start();

      // create a reservation
      Clock clock = new UTCClock();
      long arrival = clock.getTime();
      long duration = 60000;
      long deadline = (long) (arrival + 1.05 * duration);
      ReservationSubmissionRequest sRequest =
          createSimpleReservationRequest(4, arrival, deadline, duration);
      ReservationSubmissionResponse sResponse = null;
      try {
        sResponse = client.submitReservation(sRequest);
      } catch (Exception e) {
        Assert.fail(e.getMessage());
      }
      Assert.assertNotNull(sResponse);
      ReservationId reservationID = sResponse.getReservationId();
      Assert.assertNotNull(reservationID);
      System.out.println("Submit reservation response: " + reservationID);

      // Update the reservation
      ReservationDefinition rDef = sRequest.getReservationDefinition();
      ReservationRequest rr = rDef.getReservationRequests().getReservationResources().get(0);
      rr.setNumContainers(5);
      arrival = clock.getTime();
      duration = 30000;
      deadline = (long) (arrival + 1.05 * duration);
      rr.setDuration(duration);
      rDef.setArrival(arrival);
      rDef.setDeadline(deadline);
      ReservationUpdateRequest uRequest = ReservationUpdateRequest.newInstance(rDef, reservationID);
      ReservationUpdateResponse uResponse = null;
      try {
        uResponse = client.updateReservation(uRequest);
      } catch (Exception e) {
        Assert.fail(e.getMessage());
      }
      Assert.assertNotNull(sResponse);
      System.out.println("Update reservation response: " + uResponse);

      // Delete the reservation
      ReservationDeleteRequest dRequest = ReservationDeleteRequest.newInstance(reservationID);
      ReservationDeleteResponse dResponse = null;
      try {
        dResponse = client.deleteReservation(dRequest);
      } catch (Exception e) {
        Assert.fail(e.getMessage());
      }
      Assert.assertNotNull(sResponse);
      System.out.println("Delete reservation response: " + dResponse);
    } finally {
      // clean-up
      if (client != null) {
        client.stop();
      }
      cluster.stop();
    }
  }
  @Test(timeout = 30000)
  public void testAMMRTokens() throws Exception {
    MiniYARNCluster cluster = new MiniYARNCluster("testMRAMTokens", 1, 1, 1);
    YarnClient rmClient = null;
    try {
      cluster.init(new YarnConfiguration());
      cluster.start();
      final Configuration yarnConf = cluster.getConfig();
      rmClient = YarnClient.createYarnClient();
      rmClient.init(yarnConf);
      rmClient.start();

      ApplicationId appId = createApp(rmClient, false);
      waitTillAccepted(rmClient, appId);
      // managed AMs don't return AMRM token
      Assert.assertNull(rmClient.getAMRMToken(appId));

      appId = createApp(rmClient, true);
      waitTillAccepted(rmClient, appId);
      long start = System.currentTimeMillis();
      while (rmClient.getAMRMToken(appId) == null) {
        if (System.currentTimeMillis() - start > 20 * 1000) {
          Assert.fail("AMRM token is null");
        }
        Thread.sleep(100);
      }
      // unmanaged AMs do return AMRM token
      Assert.assertNotNull(rmClient.getAMRMToken(appId));

      UserGroupInformation other =
          UserGroupInformation.createUserForTesting("foo", new String[] {});
      appId =
          other.doAs(
              new PrivilegedExceptionAction<ApplicationId>() {
                @Override
                public ApplicationId run() throws Exception {
                  YarnClient rmClient = YarnClient.createYarnClient();
                  rmClient.init(yarnConf);
                  rmClient.start();
                  ApplicationId appId = createApp(rmClient, true);
                  waitTillAccepted(rmClient, appId);
                  long start = System.currentTimeMillis();
                  while (rmClient.getAMRMToken(appId) == null) {
                    if (System.currentTimeMillis() - start > 20 * 1000) {
                      Assert.fail("AMRM token is null");
                    }
                    Thread.sleep(100);
                  }
                  // unmanaged AMs do return AMRM token
                  Assert.assertNotNull(rmClient.getAMRMToken(appId));
                  return appId;
                }
              });
      // other users don't get AMRM token
      Assert.assertNull(rmClient.getAMRMToken(appId));
    } finally {
      if (rmClient != null) {
        rmClient.stop();
      }
      cluster.stop();
    }
  }