Examples with YarnClientApplication org.apache.hadoop.yarn.client.api.YarnClientApplication used on opensource projects

Example 16 with YarnClientApplication

use of org.apache.hadoop.yarn.client.api.YarnClientApplication in project flink by apache.

the class YarnClusterClientV2 method submitJob.

@Override
protected JobSubmissionResult submitJob(JobGraph jobGraph, ClassLoader classLoader) throws ProgramInvocationException {
    try {
        // Create application via yarnClient
        final YarnClientApplication yarnApplication = yarnClient.createApplication();
        ApplicationReport report = this.clusterDescriptor.startAppMaster(jobGraph, yarnClient, yarnApplication);
        if (report.getYarnApplicationState().equals(YarnApplicationState.RUNNING)) {
            appId = report.getApplicationId();
            trackingURL = report.getTrackingUrl();
            logAndSysout("Please refer to " + getWebInterfaceURL() + " for the running status of job " + jobGraph.getJobID().toString());
            //TODO: not support attach mode now
            return new JobSubmissionResult(jobGraph.getJobID());
        } else {
            throw new ProgramInvocationException("Fail to submit the job.");
        }
    } catch (Exception e) {
        throw new ProgramInvocationException("Fail to submit the job", e.getCause());
    }
}

Example 17 with YarnClientApplication

use of org.apache.hadoop.yarn.client.api.YarnClientApplication in project hadoop by apache.

the class TestYarnClient method testSubmitIncorrectQueueToCapacityScheduler.

@Test(timeout = 30000)
public void testSubmitIncorrectQueueToCapacityScheduler() throws IOException {
    MiniYARNCluster cluster = new MiniYARNCluster("testMRAMTokens", 1, 1, 1);
    YarnClient rmClient = null;
    try {
        YarnConfiguration conf = new YarnConfiguration();
        conf.set(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class.getName());
        cluster.init(conf);
        cluster.start();
        final Configuration yarnConf = cluster.getConfig();
        rmClient = YarnClient.createYarnClient();
        rmClient.init(yarnConf);
        rmClient.start();
        YarnClientApplication newApp = rmClient.createApplication();
        ApplicationId appId = newApp.getNewApplicationResponse().getApplicationId();
        // Create launch context for app master
        ApplicationSubmissionContext appContext = Records.newRecord(ApplicationSubmissionContext.class);
        // set the application id
        appContext.setApplicationId(appId);
        // set the application name
        appContext.setApplicationName("test");
        // Set the queue to which this application is to be submitted in the RM
        appContext.setQueue("nonexist");
        // Set up the container launch context for the application master
        ContainerLaunchContext amContainer = Records.newRecord(ContainerLaunchContext.class);
        appContext.setAMContainerSpec(amContainer);
        appContext.setResource(Resource.newInstance(1024, 1));
        // appContext.setUnmanagedAM(unmanaged);
        // Submit the application to the applications manager
        rmClient.submitApplication(appContext);
        Assert.fail("Job submission should have thrown an exception");
    } catch (YarnException e) {
        Assert.assertTrue(e.getMessage().contains("Failed to submit"));
    } finally {
        if (rmClient != null) {
            rmClient.stop();
        }
        cluster.stop();
    }
}

Example 18 with YarnClientApplication

use of org.apache.hadoop.yarn.client.api.YarnClientApplication in project hadoop by apache.

the class TestYarnClient method createApp.

private ApplicationId createApp(YarnClient rmClient, boolean unmanaged) throws Exception {
    YarnClientApplication newApp = rmClient.createApplication();
    ApplicationId appId = newApp.getNewApplicationResponse().getApplicationId();
    // Create launch context for app master
    ApplicationSubmissionContext appContext = Records.newRecord(ApplicationSubmissionContext.class);
    // set the application id
    appContext.setApplicationId(appId);
    // set the application name
    appContext.setApplicationName("test");
    // Set the priority for the application master
    Priority pri = Records.newRecord(Priority.class);
    pri.setPriority(1);
    appContext.setPriority(pri);
    // Set the queue to which this application is to be submitted in the RM
    appContext.setQueue("default");
    // Set up the container launch context for the application master
    ContainerLaunchContext amContainer = Records.newRecord(ContainerLaunchContext.class);
    appContext.setAMContainerSpec(amContainer);
    appContext.setResource(Resource.newInstance(1024, 1));
    appContext.setUnmanagedAM(unmanaged);
    // Submit the application to the applications manager
    rmClient.submitApplication(appContext);
    return appId;
}

Example 19 with YarnClientApplication

use of org.apache.hadoop.yarn.client.api.YarnClientApplication in project ignite by apache.

the class IgniteYarnClient method main.

/**
 * Main methods has one mandatory parameter and one optional parameter.
 *
 * @param args Path to jar mandatory parameter and property file is optional.
 */
public static void main(String[] args) throws Exception {
    checkArguments(args);
    // Set path to app master jar.
    String pathAppMasterJar = args[0];
    ClusterProperties props = ClusterProperties.from(args.length == 2 ? args[1] : null);
    YarnConfiguration conf = new YarnConfiguration();
    YarnClient yarnClient = YarnClient.createYarnClient();
    yarnClient.init(conf);
    yarnClient.start();
    // Create application via yarnClient
    YarnClientApplication app = yarnClient.createApplication();
    FileSystem fs = FileSystem.get(conf);
    Path ignite;
    // Load ignite and jar
    if (props.ignitePath() == null)
        ignite = getIgnite(props, fs);
    else
        ignite = new Path(props.ignitePath());
    // Upload the jar file to HDFS.
    Path appJar = IgniteYarnUtils.copyLocalToHdfs(fs, pathAppMasterJar, props.igniteWorkDir() + File.separator + IgniteYarnUtils.JAR_NAME);
    // Set up the container launch context for the application master
    ContainerLaunchContext amContainer = Records.newRecord(ContainerLaunchContext.class);
    amContainer.setCommands(Collections.singletonList(Environment.JAVA_HOME.$() + "/bin/java -Xmx512m " + ApplicationMaster.class.getName() + IgniteYarnUtils.SPACE + ignite.toUri() + IgniteYarnUtils.YARN_LOG_OUT));
    // Setup jar for ApplicationMaster
    LocalResource appMasterJar = IgniteYarnUtils.setupFile(appJar, fs, LocalResourceType.FILE);
    amContainer.setLocalResources(Collections.singletonMap(IgniteYarnUtils.JAR_NAME, appMasterJar));
    // Setup CLASSPATH for ApplicationMaster
    Map<String, String> appMasterEnv = props.toEnvs();
    setupAppMasterEnv(appMasterEnv, conf);
    amContainer.setEnvironment(appMasterEnv);
    // Setup security tokens
    if (UserGroupInformation.isSecurityEnabled()) {
        Credentials creds = new Credentials();
        String tokRenewer = conf.get(YarnConfiguration.RM_PRINCIPAL);
        if (tokRenewer == null || tokRenewer.length() == 0)
            throw new IOException("Master Kerberos principal for the RM is not set.");
        log.info("Found RM principal: " + tokRenewer);
        final Token<?>[] tokens = fs.addDelegationTokens(tokRenewer, creds);
        if (tokens != null)
            log.info("File system delegation tokens: " + Arrays.toString(tokens));
        amContainer.setTokens(IgniteYarnUtils.createTokenBuffer(creds));
    }
    // Set up resource type requirements for ApplicationMaster
    Resource capability = Records.newRecord(Resource.class);
    capability.setMemory(512);
    capability.setVirtualCores(1);
    // Finally, set-up ApplicationSubmissionContext for the application
    ApplicationSubmissionContext appContext = app.getApplicationSubmissionContext();
    // application name
    appContext.setApplicationName("ignition");
    appContext.setAMContainerSpec(amContainer);
    appContext.setResource(capability);
    // queue
    appContext.setQueue("default");
    // Submit application
    ApplicationId appId = appContext.getApplicationId();
    yarnClient.submitApplication(appContext);
    log.log(Level.INFO, "Submitted application. Application id: {0}", appId);
    ApplicationReport appReport = yarnClient.getApplicationReport(appId);
    YarnApplicationState appState = appReport.getYarnApplicationState();
    while (appState == YarnApplicationState.NEW || appState == YarnApplicationState.NEW_SAVING || appState == YarnApplicationState.SUBMITTED || appState == YarnApplicationState.ACCEPTED) {
        TimeUnit.SECONDS.sleep(1L);
        appReport = yarnClient.getApplicationReport(appId);
        if (appState != YarnApplicationState.ACCEPTED && appReport.getYarnApplicationState() == YarnApplicationState.ACCEPTED)
            log.log(Level.INFO, "Application {0} is ACCEPTED.", appId);
        appState = appReport.getYarnApplicationState();
    }
    log.log(Level.INFO, "Application {0} is {1}.", new Object[] { appId, appState });
}

Example 20 with YarnClientApplication

use of org.apache.hadoop.yarn.client.api.YarnClientApplication in project metron by apache.

the class Client method run.

/**
 * Main run function for the client
 * @return true if application completed successfully
 * @throws IOException
 * @throws YarnException
 */
public boolean run() throws IOException, YarnException {
    LOG.info("Running Client");
    yarnClient.start();
    YarnClusterMetrics clusterMetrics = yarnClient.getYarnClusterMetrics();
    LOG.info("Got Cluster metric info from ASM" + ", numNodeManagers=" + clusterMetrics.getNumNodeManagers());
    List<NodeReport> clusterNodeReports = yarnClient.getNodeReports(NodeState.RUNNING);
    LOG.info("Got Cluster node info from ASM");
    for (NodeReport node : clusterNodeReports) {
        LOG.info("Got node report from ASM for" + ", nodeId=" + node.getNodeId() + ", nodeAddress" + node.getHttpAddress() + ", nodeRackName" + node.getRackName() + ", nodeNumContainers" + node.getNumContainers());
    }
    QueueInfo queueInfo = yarnClient.getQueueInfo(this.amQueue);
    LOG.info("Queue info" + ", queueName=" + queueInfo.getQueueName() + ", queueCurrentCapacity=" + queueInfo.getCurrentCapacity() + ", queueMaxCapacity=" + queueInfo.getMaximumCapacity() + ", queueApplicationCount=" + queueInfo.getApplications().size() + ", queueChildQueueCount=" + queueInfo.getChildQueues().size());
    List<QueueUserACLInfo> listAclInfo = yarnClient.getQueueAclsInfo();
    for (QueueUserACLInfo aclInfo : listAclInfo) {
        for (QueueACL userAcl : aclInfo.getUserAcls()) {
            LOG.info("User ACL Info for Queue" + ", queueName=" + aclInfo.getQueueName() + ", userAcl=" + userAcl.name());
        }
    }
    if (domainId != null && domainId.length() > 0 && toCreateDomain) {
        prepareTimelineDomain();
    }
    // Get a new application id
    YarnClientApplication app = yarnClient.createApplication();
    GetNewApplicationResponse appResponse = app.getNewApplicationResponse();
    // TODO get min/max resource capabilities from RM and change memory ask if needed
    // If we do not have min/max, we may not be able to correctly request
    // the required resources from the RM for the app master
    // Memory ask has to be a multiple of min and less than max.
    // Dump out information about cluster capability as seen by the resource manager
    int maxMem = appResponse.getMaximumResourceCapability().getMemory();
    LOG.info("Max mem capabililty of resources in this cluster " + maxMem);
    // A resource ask cannot exceed the max.
    if (amMemory > maxMem) {
        LOG.info("AM memory specified above max threshold of cluster. Using max value." + ", specified=" + amMemory + ", max=" + maxMem);
        amMemory = maxMem;
    }
    int maxVCores = appResponse.getMaximumResourceCapability().getVirtualCores();
    LOG.info("Max virtual cores capabililty of resources in this cluster " + maxVCores);
    if (amVCores > maxVCores) {
        LOG.info("AM virtual cores specified above max threshold of cluster. " + "Using max value." + ", specified=" + amVCores + ", max=" + maxVCores);
        amVCores = maxVCores;
    }
    // set the application name
    ApplicationSubmissionContext appContext = app.getApplicationSubmissionContext();
    ApplicationId appId = appContext.getApplicationId();
    appContext.setKeepContainersAcrossApplicationAttempts(keepContainers);
    appContext.setApplicationName(appName);
    if (attemptFailuresValidityInterval >= 0) {
        appContext.setAttemptFailuresValidityInterval(attemptFailuresValidityInterval);
    }
    // set local resources for the application master
    // local files or archives as needed
    // In this scenario, the jar file for the application master is part of the local resources
    Map<String, LocalResource> localResources = new HashMap<String, LocalResource>();
    LOG.info("Copy App Master jar from local filesystem and add to local environment");
    // Copy the application master jar to the filesystem
    // Create a local resource to point to the destination jar path
    FileSystem fs = FileSystem.get(conf);
    createMaaSDirectory(fs, appId.toString());
    Path ajPath = addToLocalResources(fs, appMasterJar, appMasterJarPath, appId.toString(), localResources, null);
    // Set the log4j properties if needed
    if (!log4jPropFile.isEmpty()) {
        addToLocalResources(fs, log4jPropFile, log4jPath, appId.toString(), localResources, null);
    }
    // Set the necessary security tokens as needed
    // amContainer.setContainerTokens(containerToken);
    // Set the env variables to be setup in the env where the application master will be run
    LOG.info("Set the environment for the application master");
    Map<String, String> env = new HashMap<String, String>();
    // eventual containers that will be launched to execute the shell scripts
    if (domainId != null && domainId.length() > 0) {
        env.put(Constants.TIMELINEDOMAIN, domainId);
    }
    // Add AppMaster.jar location to classpath
    // At some point we should not be required to add
    // the hadoop specific classpaths to the env.
    // It should be provided out of the box.
    // For now setting all required classpaths including
    // the classpath to "." for the application jar
    StringBuilder classPathEnv = new StringBuilder(Environment.CLASSPATH.$$()).append(ApplicationConstants.CLASS_PATH_SEPARATOR).append("./*");
    for (String c : conf.getStrings(YarnConfiguration.YARN_APPLICATION_CLASSPATH, YarnConfiguration.DEFAULT_YARN_CROSS_PLATFORM_APPLICATION_CLASSPATH)) {
        classPathEnv.append(ApplicationConstants.CLASS_PATH_SEPARATOR);
        classPathEnv.append(c.trim());
    }
    classPathEnv.append(ApplicationConstants.CLASS_PATH_SEPARATOR).append("./log4j.properties");
    // add the runtime classpath needed for tests to work
    if (conf.getBoolean(YarnConfiguration.IS_MINI_YARN_CLUSTER, false)) {
        classPathEnv.append(':');
        classPathEnv.append(System.getProperty("java.class.path"));
    }
    env.put("CLASSPATH", classPathEnv.toString());
    // Set the necessary command to execute the application master
    Vector<CharSequence> vargs = new Vector<CharSequence>(30);
    // Set java executable command
    LOG.info("Setting up app master command");
    vargs.add(Environment.JAVA_HOME.$$() + "/bin/java");
    // Set Xmx based on am memory size
    vargs.add("-Xmx" + amMemory + "m");
    // Set class name
    vargs.add(appMasterMainClass);
    // Set params for Application Master
    vargs.add(ApplicationMaster.AMOptions.toArgs(ApplicationMaster.AMOptions.ZK_QUORUM.of(zkQuorum), ApplicationMaster.AMOptions.ZK_ROOT.of(zkRoot), ApplicationMaster.AMOptions.APP_JAR_PATH.of(ajPath.toString())));
    if (null != nodeLabelExpression) {
        appContext.setNodeLabelExpression(nodeLabelExpression);
    }
    for (Map.Entry<String, String> entry : shellEnv.entrySet()) {
        vargs.add("--shell_env " + entry.getKey() + "=" + entry.getValue());
    }
    vargs.add("1>" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/AppMaster.stdout");
    vargs.add("2>" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/AppMaster.stderr");
    // Get final commmand
    StringBuilder command = new StringBuilder();
    for (CharSequence str : vargs) {
        command.append(str).append(" ");
    }
    LOG.info("Completed setting up app master command " + command.toString());
    List<String> commands = new ArrayList<String>();
    commands.add(command.toString());
    // Set up the container launch context for the application master
    ContainerLaunchContext amContainer = ContainerLaunchContext.newInstance(localResources, env, commands, null, null, null);
    // Set up resource type requirements
    // For now, both memory and vcores are supported, so we set memory and
    // vcores requirements
    Resource capability = Resource.newInstance(amMemory, amVCores);
    appContext.setResource(capability);
    // Setup security tokens
    if (UserGroupInformation.isSecurityEnabled()) {
        // Note: Credentials class is marked as LimitedPrivate for HDFS and MapReduce
        Credentials credentials = new Credentials();
        String tokenRenewer = conf.get(YarnConfiguration.RM_PRINCIPAL);
        if (tokenRenewer == null || tokenRenewer.length() == 0) {
            throw new IOException("Can't get Master Kerberos principal for the RM to use as renewer");
        }
        // For now, only getting tokens for the default file-system.
        final Token<?>[] tokens = fs.addDelegationTokens(tokenRenewer, credentials);
        if (tokens != null) {
            for (Token<?> token : tokens) {
                LOG.info("Got dt for " + fs.getUri() + "; " + token);
            }
        }
        DataOutputBuffer dob = new DataOutputBuffer();
        credentials.writeTokenStorageToStream(dob);
        ByteBuffer fsTokens = ByteBuffer.wrap(dob.getData(), 0, dob.getLength());
        amContainer.setTokens(fsTokens);
    }
    appContext.setAMContainerSpec(amContainer);
    // Set the priority for the application master
    Priority pri = Priority.newInstance(amPriority);
    appContext.setPriority(pri);
    // Set the queue to which this application is to be submitted in the RM
    appContext.setQueue(amQueue);
    // Submit the application to the applications manager
    // SubmitApplicationResponse submitResp = applicationsManager.submitApplication(appRequest);
    // Ignore the response as either a valid response object is returned on success
    // or an exception thrown to denote some form of a failure
    LOG.info("Submitting application to ASM");
    yarnClient.submitApplication(appContext);
    // Monitor the application
    return monitorApplication(appId);
}