Example usage for org.apache.hadoop.yarn.api.records LocalResource setTimestamp

Introduction

In this page you can find the example usage for org.apache.hadoop.yarn.api.records LocalResource setTimestamp.

Prototype

@Public
@Stable
public abstract void setTimestamp(long timestamp);

Source Link

Document

Set the timestamp of the resource to be localized, used for verification.

Usage

From source file:alluxio.yarn.YarnUtils.java

License:Apache License

/**
 * Creates a local resource for a file on HDFS.
 *
 * @param yarnConf YARN configuration/*  w  ww. jav  a2 s .c o m*/
 * @param resource the path to a resource file on HDFS
 * @throws IOException if the file can not be found on HDFS
 * @return the created local resource
 */
public static LocalResource createLocalResourceOfFile(YarnConfiguration yarnConf, String resource)
        throws IOException {
    LocalResource localResource = Records.newRecord(LocalResource.class);

    Path resourcePath = new Path(resource);

    FileStatus jarStat = FileSystem.get(resourcePath.toUri(), yarnConf).getFileStatus(resourcePath);
    localResource.setResource(ConverterUtils.getYarnUrlFromPath(resourcePath));
    localResource.setSize(jarStat.getLen());
    localResource.setTimestamp(jarStat.getModificationTime());
    localResource.setType(LocalResourceType.FILE);
    localResource.setVisibility(LocalResourceVisibility.PUBLIC);
    return localResource;
}

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From source file:cascading.flow.tez.Hadoop2TezFlowStep.java

License:Open Source License

public void syncArtifacts() {
    // this may not be strictly necessary, but there is a condition where setting the access time
    // fails, so there may be one were setting the modification time fails. if so, we can compensate.
    Map<String, Long> timestamps = HadoopUtil.syncPaths(getConfig(), syncPaths, true);

    for (Map.Entry<String, Long> entry : timestamps.entrySet()) {
        LocalResource localResource = allLocalResources.get(entry.getKey());

        if (localResource != null)
            localResource.setTimestamp(entry.getValue());
    }//from  w  w  w  .java2 s.  c o m
}

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From source file:com.cfets.door.yarn.jboss.JBossClient.java

License:Apache License

/**
 * Main run function for the client//  w w  w  .j  av  a  2s . co m
 * 
 * @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());
        }
    }

    YarnClientApplication app = yarnClient.createApplication();
    GetNewApplicationResponse appResponse = app.getNewApplicationResponse();
    int maxMem = appResponse.getMaximumResourceCapability().getMemory();
    LOG.info("Max mem capabililty of resources in this cluster " + maxMem);

    if (amMemory > maxMem) {
        LOG.info("AM memory specified above max threshold of cluster. Using max value." + ", specified="
                + amMemory + ", max=" + maxMem);
        amMemory = maxMem;
    }

    ApplicationSubmissionContext appContext = app.getApplicationSubmissionContext();
    ApplicationId appId = appContext.getApplicationId();
    appContext.setApplicationName(appName);

    ContainerLaunchContext amContainer = Records.newRecord(ContainerLaunchContext.class);

    Map<String, LocalResource> localResources = new HashMap<String, LocalResource>();

    LOG.info("Copy App Master jar from local filesystem and add to local environment");
    FileSystem fs = FileSystem.get(conf);
    Path src = new Path(appJar);
    String pathSuffix = appName + File.separator + appId.getId() + File.separator
            + JBossConstants.JBOSS_ON_YARN_APP;
    Path dst = new Path(fs.getHomeDirectory(), pathSuffix);
    jbossAppUri = dst.toUri().toString();
    fs.copyFromLocalFile(false, true, src, dst);
    FileStatus destStatus = fs.getFileStatus(dst);
    LocalResource amJarRsrc = Records.newRecord(LocalResource.class);

    amJarRsrc.setType(LocalResourceType.FILE);
    amJarRsrc.setVisibility(LocalResourceVisibility.APPLICATION);
    amJarRsrc.setResource(ConverterUtils.getYarnUrlFromPath(dst));
    amJarRsrc.setTimestamp(destStatus.getModificationTime());
    amJarRsrc.setSize(destStatus.getLen());
    localResources.put(JBossConstants.JBOSS_ON_YARN_APP, amJarRsrc);

    if (!log4jPropFile.isEmpty()) {
        Path log4jSrc = new Path(log4jPropFile);
        Path log4jDst = new Path(fs.getHomeDirectory(), "log4j.props");
        fs.copyFromLocalFile(false, true, log4jSrc, log4jDst);
        FileStatus log4jFileStatus = fs.getFileStatus(log4jDst);
        LocalResource log4jRsrc = Records.newRecord(LocalResource.class);
        log4jRsrc.setType(LocalResourceType.FILE);
        log4jRsrc.setVisibility(LocalResourceVisibility.APPLICATION);
        log4jRsrc.setResource(ConverterUtils.getYarnUrlFromURI(log4jDst.toUri()));
        log4jRsrc.setTimestamp(log4jFileStatus.getModificationTime());
        log4jRsrc.setSize(log4jFileStatus.getLen());
        localResources.put("log4j.properties", log4jRsrc);
    }

    amContainer.setLocalResources(localResources);

    LOG.info("Set the environment for the application master");
    Map<String, String> env = new HashMap<String, String>();

    StringBuilder classPathEnv = new StringBuilder(Environment.CLASSPATH.$()).append(File.pathSeparatorChar)
            .append("./*");
    for (String c : conf.getStrings(YarnConfiguration.YARN_APPLICATION_CLASSPATH,
            YarnConfiguration.DEFAULT_YARN_APPLICATION_CLASSPATH)) {
        classPathEnv.append(File.pathSeparatorChar);
        classPathEnv.append(c.trim());
    }
    classPathEnv.append(File.pathSeparatorChar).append("./log4j.properties");

    if (conf.getBoolean(YarnConfiguration.IS_MINI_YARN_CLUSTER, false)) {
        classPathEnv.append(':');
        classPathEnv.append(System.getProperty("java.class.path"));
    }

    env.put("CLASSPATH", classPathEnv.toString());

    amContainer.setEnvironment(env);

    Vector<CharSequence> vargs = new Vector<CharSequence>(30);

    LOG.info("Setting up app master command");
    vargs.add(Environment.JAVA_HOME.$() + "/bin/java");
    vargs.add("-Xmx" + amMemory + "m");
    vargs.add(appMasterMainClass);
    vargs.add("--container_memory " + String.valueOf(containerMemory));
    vargs.add("--num_containers " + String.valueOf(numContainers));
    vargs.add("--priority " + String.valueOf(shellCmdPriority));
    vargs.add("--admin_user " + adminUser);
    vargs.add("--admin_password " + adminPassword);
    vargs.add("--jar " + jbossAppUri);

    if (debugFlag) {
        vargs.add("--debug");
    }

    vargs.add("1>" + JBossConstants.JBOSS_CONTAINER_LOG_DIR + "/JBossApplicationMaster.stdout");
    vargs.add("2>" + JBossConstants.JBOSS_CONTAINER_LOG_DIR + "/JBossApplicationMaster.stderr");

    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());
    amContainer.setCommands(commands);

    Resource capability = Records.newRecord(Resource.class);
    capability.setMemory(amMemory);
    appContext.setResource(capability);

    appContext.setAMContainerSpec(amContainer);

    Priority pri = Records.newRecord(Priority.class);
    pri.setPriority(amPriority);
    appContext.setPriority(pri);

    appContext.setQueue(amQueue);

    LOG.info("Submitting the application to ASM");

    yarnClient.submitApplication(appContext);

    return monitorApplication(appId);
}

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From source file:com.cloudera.kitten.lua.AsapLuaContainerLaunchParameters.java

License:Open Source License

private void addOperatorInputs(Map<String, LocalResource> localResources) throws IOException {
    LOG.info("Inputs: " + operator.getInputFiles());
    FileSystem fs = FileSystem.get(conf);
    for (Entry<String, String> e : operator.getInputFiles().entrySet()) {
        if ((!e.getValue().startsWith("hdfs://")) && (!e.getValue().startsWith("$HDFS"))) {
            LOG.info("adding local resource: " + e);
            String inDir = dir;/* w  ww.  j a va2s  .c o m*/
            LocalResource rsrc = Records.newRecord(LocalResource.class);
            rsrc.setType(LocalResourceType.FILE);
            rsrc.setVisibility(LocalResourceVisibility.APPLICATION);
            LOG.info("Adding input: " + inDir + "/" + e.getValue());
            Path dst = new Path(inDir + "/" + e.getValue());
            dst = fs.makeQualified(dst);
            FileStatus stat = fs.getFileStatus(dst);
            rsrc.setSize(stat.getLen());
            rsrc.setTimestamp(stat.getModificationTime());
            rsrc.setResource(ConverterUtils.getYarnUrlFromPath(dst));
            localResources.put(e.getKey(), rsrc);
        }
    }
    /*for(String in : operator.getArguments().split(" ")){
       LOG.info("Adding input: "+in);
       LocalResource nl = constructScriptResource();
       localResources.put(in, nl);
    }*/
}

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From source file:com.cloudera.kitten.lua.AsapLuaContainerLaunchParameters.java

License:Open Source License

private void configureLocalScriptResourceForPath(LocalResource rsrc, Path path) throws IOException {
    //System.out.println("URI: "+path.toUri());
    FileSystem fs = FileSystem.get(conf);

    Path dst = new Path(dir + "/" + path.getName());
    fs.moveFromLocalFile(path, dst);/*from   w  ww .j av  a2  s  .c o m*/
    dst = fs.makeQualified(dst);

    FileStatus stat = fs.getFileStatus(dst);
    rsrc.setSize(stat.getLen());
    rsrc.setTimestamp(stat.getModificationTime());
    rsrc.setResource(ConverterUtils.getYarnUrlFromPath(dst));
}

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From source file:com.cloudera.kitten.lua.AsapLuaContainerLaunchParameters.java

License:Open Source License

private void configureLocalResourceForPath(LocalResource rsrc, Path path) throws IOException {
    FileSystem fs = FileSystem.get(conf);
    FileStatus stat = fs.getFileStatus(path);
    rsrc.setSize(stat.getLen());/* w  w w . j  a v  a2s  . c  o  m*/
    rsrc.setTimestamp(stat.getModificationTime());
    rsrc.setResource(ConverterUtils.getYarnUrlFromPath(path));
}

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From source file:com.continuuity.weave.yarn.utils.YarnUtils.java

License:Open Source License

public static LocalResource createLocalResource(Location location) {
    try {/* www.jav  a  2  s  . co m*/
        LocalResource resource = Records.newRecord(LocalResource.class);
        resource.setVisibility(LocalResourceVisibility.APPLICATION);
        resource.setType(LocalResourceType.FILE);
        resource.setResource(ConverterUtils.getYarnUrlFromURI(location.toURI()));
        resource.setTimestamp(location.lastModified());
        resource.setSize(location.length());
        return resource;
    } catch (IOException e) {
        throw Throwables.propagate(e);
    }
}

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From source file:com.continuuity.weave.yarn.utils.YarnUtils.java

License:Open Source License

public static LocalResource createLocalResource(LocalFile localFile) {
    Preconditions.checkArgument(localFile.getLastModified() >= 0, "Last modified time should be >= 0.");
    Preconditions.checkArgument(localFile.getSize() >= 0, "File size should be >= 0.");

    LocalResource resource = Records.newRecord(LocalResource.class);
    resource.setVisibility(LocalResourceVisibility.APPLICATION);
    resource.setResource(ConverterUtils.getYarnUrlFromURI(localFile.getURI()));
    resource.setTimestamp(localFile.getLastModified());
    resource.setSize(localFile.getSize());
    return setLocalResourceType(resource, localFile);
}

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From source file:com.datatorrent.stram.LaunchContainerRunnable.java

License:Apache License

public static void addFilesToLocalResources(LocalResourceType type, String commaSeparatedFileNames,
        Map<String, LocalResource> localResources, FileSystem fs) throws IOException {
    String[] files = StringUtils.splitByWholeSeparator(commaSeparatedFileNames, StramClient.LIB_JARS_SEP);
    for (String file : files) {
        Path dst = new Path(file);
        // Create a local resource to point to the destination jar path
        FileStatus destStatus = fs.getFileStatus(dst);
        LocalResource amJarRsrc = Records.newRecord(LocalResource.class);
        // Set the type of resource - file or archive
        amJarRsrc.setType(type);//from  ww  w  .j ava 2s . c o m
        // Set visibility of the resource
        // Setting to most private option
        amJarRsrc.setVisibility(LocalResourceVisibility.APPLICATION);
        // Set the resource to be copied over
        amJarRsrc.setResource(ConverterUtils.getYarnUrlFromPath(dst));
        // Set timestamp and length of file so that the framework
        // can do basic sanity checks for the local resource
        // after it has been copied over to ensure it is the same
        // resource the client intended to use with the application
        amJarRsrc.setTimestamp(destStatus.getModificationTime());
        amJarRsrc.setSize(destStatus.getLen());
        localResources.put(dst.getName(), amJarRsrc);
    }
}

---

From source file:com.datatorrent.stram.StramClient.java

License:Apache License

/**
 * Launch application for the dag represented by this client.
 *
 * @throws YarnException/*from  w  ww. j  a  va2 s.c  om*/
 * @throws IOException
 */
public void startApplication() throws YarnException, IOException {
    Class<?>[] defaultClasses;

    if (applicationType.equals(YARN_APPLICATION_TYPE)) {
        //TODO restrict the security check to only check if security is enabled for webservices.
        if (UserGroupInformation.isSecurityEnabled()) {
            defaultClasses = DATATORRENT_SECURITY_CLASSES;
        } else {
            defaultClasses = DATATORRENT_CLASSES;
        }
    } else {
        throw new IllegalStateException(applicationType + " is not a valid application type.");
    }

    LinkedHashSet<String> localJarFiles = findJars(dag, defaultClasses);

    if (resources != null) {
        localJarFiles.addAll(resources);
    }

    YarnClusterMetrics clusterMetrics = yarnClient.getYarnClusterMetrics();
    LOG.info("Got Cluster metric info from ASM" + ", numNodeManagers=" + clusterMetrics.getNumNodeManagers());

    //GetClusterNodesRequest clusterNodesReq = Records.newRecord(GetClusterNodesRequest.class);
    //GetClusterNodesResponse clusterNodesResp = rmClient.clientRM.getClusterNodes(clusterNodesReq);
    //LOG.info("Got Cluster node info from ASM");
    //for (NodeReport node : clusterNodesResp.getNodeReports()) {
    //  LOG.info("Got node report from ASM for"
    //           + ", nodeId=" + node.getNodeId()
    //           + ", nodeAddress" + node.getHttpAddress()
    //           + ", nodeRackName" + node.getRackName()
    //           + ", nodeNumContainers" + node.getNumContainers()
    //           + ", nodeHealthStatus" + node.getHealthReport());
    //}
    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());
        }
    }

    // Get a new application id
    YarnClientApplication newApp = yarnClient.createApplication();
    appId = newApp.getNewApplicationResponse().getApplicationId();

    // Dump out information about cluster capability as seen by the resource manager
    int maxMem = newApp.getNewApplicationResponse().getMaximumResourceCapability().getMemory();
    LOG.info("Max mem capabililty of resources in this cluster " + maxMem);
    int amMemory = dag.getMasterMemoryMB();
    if (amMemory > maxMem) {
        LOG.info("AM memory specified above max threshold of cluster. Using max value." + ", specified="
                + amMemory + ", max=" + maxMem);
        amMemory = maxMem;
    }

    if (dag.getAttributes().get(LogicalPlan.APPLICATION_ID) == null) {
        dag.setAttribute(LogicalPlan.APPLICATION_ID, appId.toString());
    }

    // Create launch context for app master
    LOG.info("Setting up application submission context for ASM");
    ApplicationSubmissionContext appContext = Records.newRecord(ApplicationSubmissionContext.class);

    // set the application id
    appContext.setApplicationId(appId);
    // set the application name
    appContext.setApplicationName(dag.getValue(LogicalPlan.APPLICATION_NAME));
    appContext.setApplicationType(this.applicationType);
    if (YARN_APPLICATION_TYPE.equals(this.applicationType)) {
        //appContext.setMaxAppAttempts(1); // no retries until Stram is HA
    }

    // Set up the container launch context for the application master
    ContainerLaunchContext amContainer = Records.newRecord(ContainerLaunchContext.class);

    // Setup security tokens
    // If security is enabled get ResourceManager and NameNode delegation tokens.
    // Set these tokens on the container so that they are sent as part of application submission.
    // This also sets them up for renewal by ResourceManager. The NameNode delegation rmToken
    // is also used by ResourceManager to fetch the jars from HDFS and set them up for the
    // application master launch.
    if (UserGroupInformation.isSecurityEnabled()) {
        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.
        FileSystem fs = StramClientUtils.newFileSystemInstance(conf);
        try {
            final Token<?> tokens[] = fs.addDelegationTokens(tokenRenewer, credentials);
            if (tokens != null) {
                for (Token<?> token : tokens) {
                    LOG.info("Got dt for " + fs.getUri() + "; " + token);
                }
            }
        } finally {
            fs.close();
        }

        addRMDelegationToken(tokenRenewer, credentials);

        DataOutputBuffer dob = new DataOutputBuffer();
        credentials.writeTokenStorageToStream(dob);
        ByteBuffer fsTokens = ByteBuffer.wrap(dob.getData(), 0, dob.getLength());
        amContainer.setTokens(fsTokens);
    }

    // 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>();

    // copy required jar files to dfs, to be localized for containers
    FileSystem fs = StramClientUtils.newFileSystemInstance(conf);
    try {
        Path appsBasePath = new Path(StramClientUtils.getDTDFSRootDir(fs, conf), StramClientUtils.SUBDIR_APPS);
        Path appPath = new Path(appsBasePath, appId.toString());

        String libJarsCsv = copyFromLocal(fs, appPath, localJarFiles.toArray(new String[] {}));

        LOG.info("libjars: {}", libJarsCsv);
        dag.getAttributes().put(LogicalPlan.LIBRARY_JARS, libJarsCsv);
        LaunchContainerRunnable.addFilesToLocalResources(LocalResourceType.FILE, libJarsCsv, localResources,
                fs);

        if (archives != null) {
            String[] localFiles = archives.split(",");
            String archivesCsv = copyFromLocal(fs, appPath, localFiles);
            LOG.info("archives: {}", archivesCsv);
            dag.getAttributes().put(LogicalPlan.ARCHIVES, archivesCsv);
            LaunchContainerRunnable.addFilesToLocalResources(LocalResourceType.ARCHIVE, archivesCsv,
                    localResources, fs);
        }

        if (files != null) {
            String[] localFiles = files.split(",");
            String filesCsv = copyFromLocal(fs, appPath, localFiles);
            LOG.info("files: {}", filesCsv);
            dag.getAttributes().put(LogicalPlan.FILES, filesCsv);
            LaunchContainerRunnable.addFilesToLocalResources(LocalResourceType.FILE, filesCsv, localResources,
                    fs);
        }

        dag.getAttributes().put(LogicalPlan.APPLICATION_PATH, appPath.toString());
        if (dag.getAttributes()
                .get(OperatorContext.STORAGE_AGENT) == null) { /* which would be the most likely case */
            Path checkpointPath = new Path(appPath, LogicalPlan.SUBDIR_CHECKPOINTS);
            // use conf client side to pickup any proxy settings from dt-site.xml
            dag.setAttribute(OperatorContext.STORAGE_AGENT,
                    new FSStorageAgent(checkpointPath.toString(), conf));
        }
        if (dag.getAttributes().get(LogicalPlan.CONTAINER_OPTS_CONFIGURATOR) == null) {
            dag.setAttribute(LogicalPlan.CONTAINER_OPTS_CONFIGURATOR, new BasicContainerOptConfigurator());
        }

        // Set the log4j properties if needed
        if (!log4jPropFile.isEmpty()) {
            Path log4jSrc = new Path(log4jPropFile);
            Path log4jDst = new Path(appPath, "log4j.props");
            fs.copyFromLocalFile(false, true, log4jSrc, log4jDst);
            FileStatus log4jFileStatus = fs.getFileStatus(log4jDst);
            LocalResource log4jRsrc = Records.newRecord(LocalResource.class);
            log4jRsrc.setType(LocalResourceType.FILE);
            log4jRsrc.setVisibility(LocalResourceVisibility.APPLICATION);
            log4jRsrc.setResource(ConverterUtils.getYarnUrlFromURI(log4jDst.toUri()));
            log4jRsrc.setTimestamp(log4jFileStatus.getModificationTime());
            log4jRsrc.setSize(log4jFileStatus.getLen());
            localResources.put("log4j.properties", log4jRsrc);
        }

        if (originalAppId != null) {
            Path origAppPath = new Path(appsBasePath, this.originalAppId);
            LOG.info("Restart from {}", origAppPath);
            copyInitialState(origAppPath);
        }

        // push logical plan to DFS location
        Path cfgDst = new Path(appPath, LogicalPlan.SER_FILE_NAME);
        FSDataOutputStream outStream = fs.create(cfgDst, true);
        LogicalPlan.write(this.dag, outStream);
        outStream.close();

        Path launchConfigDst = new Path(appPath, LogicalPlan.LAUNCH_CONFIG_FILE_NAME);
        outStream = fs.create(launchConfigDst, true);
        conf.writeXml(outStream);
        outStream.close();

        FileStatus topologyFileStatus = fs.getFileStatus(cfgDst);
        LocalResource topologyRsrc = Records.newRecord(LocalResource.class);
        topologyRsrc.setType(LocalResourceType.FILE);
        topologyRsrc.setVisibility(LocalResourceVisibility.APPLICATION);
        topologyRsrc.setResource(ConverterUtils.getYarnUrlFromURI(cfgDst.toUri()));
        topologyRsrc.setTimestamp(topologyFileStatus.getModificationTime());
        topologyRsrc.setSize(topologyFileStatus.getLen());
        localResources.put(LogicalPlan.SER_FILE_NAME, topologyRsrc);

        // Set local resource info into app master container launch context
        amContainer.setLocalResources(localResources);

        // 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>();

        // Add application jar(s) 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(s)
        // including ${CLASSPATH} will duplicate the class path in app master, removing it for now
        //StringBuilder classPathEnv = new StringBuilder("${CLASSPATH}:./*");
        StringBuilder classPathEnv = new StringBuilder("./*");
        String classpath = conf.get(YarnConfiguration.YARN_APPLICATION_CLASSPATH);
        for (String c : StringUtils.isBlank(classpath) ? YarnConfiguration.DEFAULT_YARN_APPLICATION_CLASSPATH
                : classpath.split(",")) {
            if (c.equals("$HADOOP_CLIENT_CONF_DIR")) {
                // SPOI-2501
                continue;
            }
            classPathEnv.append(':');
            classPathEnv.append(c.trim());
        }
        env.put("CLASSPATH", classPathEnv.toString());
        // propagate to replace node managers user name (effective in non-secure mode)
        env.put("HADOOP_USER_NAME", UserGroupInformation.getLoginUser().getUserName());

        amContainer.setEnvironment(env);

        // Set the necessary command to execute the application master
        ArrayList<CharSequence> vargs = new ArrayList<CharSequence>(30);

        // Set java executable command
        LOG.info("Setting up app master command");
        vargs.add(javaCmd);
        if (dag.isDebug()) {
            vargs.add("-agentlib:jdwp=transport=dt_socket,server=y,suspend=n");
        }
        // Set Xmx based on am memory size
        // default heap size 75% of total memory
        if (dag.getMasterJVMOptions() != null) {
            vargs.add(dag.getMasterJVMOptions());
        }
        vargs.add("-Xmx" + (amMemory * 3 / 4) + "m");
        vargs.add("-XX:+HeapDumpOnOutOfMemoryError");
        vargs.add("-XX:HeapDumpPath=/tmp/dt-heap-" + appId.getId() + ".bin");
        vargs.add("-Dhadoop.root.logger=" + (dag.isDebug() ? "DEBUG" : "INFO") + ",RFA");
        vargs.add("-Dhadoop.log.dir=" + ApplicationConstants.LOG_DIR_EXPANSION_VAR);
        vargs.add(String.format("-D%s=%s", StreamingContainer.PROP_APP_PATH, dag.assertAppPath()));
        if (dag.isDebug()) {
            vargs.add("-Dlog4j.debug=true");
        }

        String loggersLevel = conf.get(DTLoggerFactory.DT_LOGGERS_LEVEL);
        if (loggersLevel != null) {
            vargs.add(String.format("-D%s=%s", DTLoggerFactory.DT_LOGGERS_LEVEL, loggersLevel));
        }
        vargs.add(StreamingAppMaster.class.getName());
        vargs.add("1>" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/AppMaster.stdout");
        vargs.add("2>" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/AppMaster.stderr");

        // Get final command
        StringBuilder command = new StringBuilder(9 * vargs.size());
        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());
        amContainer.setCommands(commands);

        // Set up resource type requirements
        // For now, only memory is supported so we set memory requirements
        Resource capability = Records.newRecord(Resource.class);
        capability.setMemory(amMemory);
        appContext.setResource(capability);

        // Service data is a binary blob that can be passed to the application
        // Not needed in this scenario
        // amContainer.setServiceData(serviceData);
        appContext.setAMContainerSpec(amContainer);

        // Set the priority for the application master
        Priority pri = Records.newRecord(Priority.class);
        pri.setPriority(amPriority);
        appContext.setPriority(pri);
        // Set the queue to which this application is to be submitted in the RM
        appContext.setQueue(queueName);

        // Submit the application to the applications manager
        // SubmitApplicationResponse submitResp = rmClient.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
        String specStr = Objects.toStringHelper("Submitting application: ")
                .add("name", appContext.getApplicationName()).add("queue", appContext.getQueue())
                .add("user", UserGroupInformation.getLoginUser()).add("resource", appContext.getResource())
                .toString();
        LOG.info(specStr);
        if (dag.isDebug()) {
            //LOG.info("Full submission context: " + appContext);
        }
        yarnClient.submitApplication(appContext);
    } finally {
        fs.close();
    }
}

---

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