eu.stratosphere.yarn.Client.java Source code

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/***********************************************************************************************************************
 * Copyright (C) 2010-2013 by the Stratosphere project (http://stratosphere.eu)
 *
 * Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
 * the License. You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on
 * an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the
 * specific language governing permissions and limitations under the License.
 **********************************************************************************************************************/

package eu.stratosphere.yarn;

import java.io.File;
import java.io.FileNotFoundException;
import java.io.FileOutputStream;
import java.io.FilenameFilter;
import java.io.IOException;
import java.io.InputStream;
import java.io.PrintWriter;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.jar.JarFile;

import org.apache.commons.cli.CommandLine;
import org.apache.commons.cli.CommandLineParser;
import org.apache.commons.cli.HelpFormatter;
import org.apache.commons.cli.MissingOptionException;
import org.apache.commons.cli.Option;
import org.apache.commons.cli.Options;
import org.apache.commons.cli.PosixParser;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.fs.permission.FsAction;
import org.apache.hadoop.fs.permission.FsPermission;
import org.apache.hadoop.security.UserGroupInformation;
import org.apache.hadoop.yarn.api.ApplicationConstants;
import org.apache.hadoop.yarn.api.protocolrecords.GetNewApplicationResponse;
import org.apache.hadoop.yarn.api.records.ApplicationId;
import org.apache.hadoop.yarn.api.records.ApplicationReport;
import org.apache.hadoop.yarn.api.records.ApplicationSubmissionContext;
import org.apache.hadoop.yarn.api.records.ContainerLaunchContext;
import org.apache.hadoop.yarn.api.records.LocalResource;
import org.apache.hadoop.yarn.api.records.NodeReport;
import org.apache.hadoop.yarn.api.records.NodeState;
import org.apache.hadoop.yarn.api.records.QueueInfo;
import org.apache.hadoop.yarn.api.records.Resource;
import org.apache.hadoop.yarn.api.records.YarnApplicationState;
import org.apache.hadoop.yarn.api.records.YarnClusterMetrics;
import org.apache.hadoop.yarn.client.api.YarnClient;
import org.apache.hadoop.yarn.client.api.YarnClientApplication;
import org.apache.hadoop.yarn.exceptions.YarnException;
import org.apache.hadoop.yarn.util.Records;
import org.apache.log4j.ConsoleAppender;
import org.apache.log4j.Level;
import org.apache.log4j.Logger;
import org.apache.log4j.PatternLayout;

import eu.stratosphere.client.CliFrontend;
import eu.stratosphere.configuration.ConfigConstants;
import eu.stratosphere.configuration.GlobalConfiguration;

/**
 * All classes in this package contain code taken from
 * https://github.com/apache/hadoop-common/blob/trunk/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-applications/hadoop-yarn-applications-distributedshell/src/main/java/org/apache/hadoop/yarn/applications/distributedshell/Client.java?source=cc
 * and
 * https://github.com/hortonworks/simple-yarn-app
 * and 
 * https://github.com/yahoo/storm-yarn/blob/master/src/main/java/com/yahoo/storm/yarn/StormOnYarn.java
 * 
 * The Stratosphere jar is uploaded to HDFS by this client. 
 * The application master and all the TaskManager containers get the jar file downloaded
 * by YARN into their local fs.
 * 
 */
public class Client {
    private static final Log LOG = LogFactory.getLog(Client.class);

    /**
     * Command Line argument options
     */
    private static final Option QUERY = new Option("q", "query", false,
            "Display available YARN resources (memory, cores)");
    // --- or ---
    private static final Option VERBOSE = new Option("v", "verbose", false, "Verbose debug mode");
    private static final Option GEN_CONF = new Option("g", "generateConf", false,
            "Place default configuration file in current directory");
    private static final Option QUEUE = new Option("qu", "queue", true, "Specify YARN queue.");
    private static final Option SHIP_PATH = new Option("s", "ship", true, "Ship files in the specified directory");
    private static final Option STRATOSPHERE_CONF_DIR = new Option("c", "confDir", true,
            "Path to Stratosphere configuration directory");
    private static final Option STRATOSPHERE_JAR = new Option("j", "jar", true, "Path to Stratosphere jar file");
    private static final Option JM_MEMORY = new Option("jm", "jobManagerMemory", true,
            "Memory for JobManager Container [in MB]");
    private static final Option TM_MEMORY = new Option("tm", "taskManagerMemory", true,
            "Memory per TaskManager Container [in MB]");
    private static final Option TM_CORES = new Option("tmc", "taskManagerCores", true,
            "Virtual CPU cores per TaskManager");
    private static final Option CONTAINER = new Option("n", "container", true,
            "Number of Yarn container to allocate (=Number of" + " TaskTrackers)");

    /**
     * Constants
     */
    // environment variable names 
    public final static String ENV_TM_MEMORY = "_CLIENT_TM_MEMORY";
    public final static String ENV_TM_CORES = "_CLIENT_TM_CORES";
    public final static String ENV_TM_COUNT = "_CLIENT_TM_COUNT";
    public final static String ENV_APP_ID = "_APP_ID";
    public final static String STRATOSPHERE_JAR_PATH = "_STRATOSPHERE_JAR_PATH"; // the stratosphere jar resource location (in HDFS).
    public static final String ENV_CLIENT_HOME_DIR = "_CLIENT_HOME_DIR";
    public static final String ENV_CLIENT_SHIP_FILES = "_CLIENT_SHIP_FILES";
    public static final String ENV_CLIENT_USERNAME = "_CLIENT_USERNAME";

    private static final String CONFIG_FILE_NAME = "stratosphere-conf.yaml";

    private Configuration conf;

    public void run(String[] args) throws Exception {

        if (UserGroupInformation.isSecurityEnabled()) {
            throw new RuntimeException("Stratosphere YARN client does not have security support right now."
                    + "File a bug, we will fix it asap");
        }
        //Utils.logFilesInCurrentDirectory(LOG);
        //
        //   Command Line Options
        //
        Options options = new Options();
        options.addOption(VERBOSE);
        options.addOption(STRATOSPHERE_CONF_DIR);
        options.addOption(STRATOSPHERE_JAR);
        options.addOption(JM_MEMORY);
        options.addOption(TM_MEMORY);
        options.addOption(TM_CORES);
        options.addOption(CONTAINER);
        options.addOption(GEN_CONF);
        options.addOption(QUEUE);
        options.addOption(QUERY);
        options.addOption(SHIP_PATH);

        CommandLineParser parser = new PosixParser();
        CommandLine cmd = null;
        try {
            cmd = parser.parse(options, args);
        } catch (MissingOptionException moe) {
            System.out.println(moe.getMessage());
            printUsage();
            System.exit(1);
        }

        if (System.getProperty("log4j.configuration") == null) {
            Logger root = Logger.getRootLogger();
            root.removeAllAppenders();
            PatternLayout layout = new PatternLayout("%d{HH:mm:ss,SSS} %-5p %-60c %x - %m%n");
            ConsoleAppender appender = new ConsoleAppender(layout, "System.err");
            root.addAppender(appender);
            if (cmd.hasOption(VERBOSE.getOpt())) {
                root.setLevel(Level.DEBUG);
                LOG.debug("CLASSPATH: " + System.getProperty("java.class.path"));
            } else {
                root.setLevel(Level.INFO);
            }
        }

        // Jar Path
        Path localJarPath;
        if (cmd.hasOption(STRATOSPHERE_JAR.getOpt())) {
            String userPath = cmd.getOptionValue(STRATOSPHERE_JAR.getOpt());
            if (!userPath.startsWith("file://")) {
                userPath = "file://" + userPath;
            }
            localJarPath = new Path(userPath);
        } else {
            localJarPath = new Path(
                    "file://" + Client.class.getProtectionDomain().getCodeSource().getLocation().getPath());
        }

        if (cmd.hasOption(GEN_CONF.getOpt())) {
            LOG.info("Placing default configuration in current directory");
            File outFile = generateDefaultConf(localJarPath);
            LOG.info("File written to " + outFile.getAbsolutePath());
            System.exit(0);
        }

        // Conf Path 
        Path confPath = null;
        String confDirPath = "";
        if (cmd.hasOption(STRATOSPHERE_CONF_DIR.getOpt())) {
            confDirPath = cmd.getOptionValue(STRATOSPHERE_CONF_DIR.getOpt()) + "/";
            File confFile = new File(confDirPath + CONFIG_FILE_NAME);
            if (!confFile.exists()) {
                LOG.fatal("Unable to locate configuration file in " + confFile);
                System.exit(1);
            }
            confPath = new Path(confFile.getAbsolutePath());
        } else {
            System.out.println("No configuration file has been specified");

            // no configuration path given.
            // -> see if there is one in the current directory
            File currDir = new File(".");
            File[] candidates = currDir.listFiles(new FilenameFilter() {
                @Override
                public boolean accept(final File dir, final String name) {
                    return name != null && name.endsWith(".yaml");
                }
            });
            if (candidates == null || candidates.length == 0) {
                System.out.println(
                        "No configuration file has been found in current directory.\n" + "Copying default.");
                File outFile = generateDefaultConf(localJarPath);
                confPath = new Path(outFile.toURI());
            } else {
                if (candidates.length > 1) {
                    System.out.println("Multiple .yaml configuration files were found in the current directory\n"
                            + "Please specify one explicitly");
                    System.exit(1);
                } else if (candidates.length == 1) {
                    confPath = new Path(candidates[0].toURI());
                }
            }
        }
        List<File> shipFiles = new ArrayList<File>();
        // path to directory to ship
        if (cmd.hasOption(SHIP_PATH.getOpt())) {
            String shipPath = cmd.getOptionValue(SHIP_PATH.getOpt());
            File shipDir = new File(shipPath);
            if (shipDir.isDirectory()) {
                shipFiles = new ArrayList<File>(Arrays.asList(shipDir.listFiles(new FilenameFilter() {
                    @Override
                    public boolean accept(File dir, String name) {
                        return !(name.equals(".") || name.equals(".."));
                    }
                })));
            } else {
                LOG.warn("Ship directory is not a directory!");
            }
        }
        boolean hasLog4j = false;
        //check if there is a log4j file
        if (confDirPath.length() > 0) {
            File l4j = new File(confDirPath + "/log4j.properties");
            if (l4j.exists()) {
                shipFiles.add(l4j);
                hasLog4j = true;
            }
        }

        // queue
        String queue = "default";
        if (cmd.hasOption(QUEUE.getOpt())) {
            queue = cmd.getOptionValue(QUEUE.getOpt());
        }

        // JobManager Memory
        int jmMemory = 512;
        if (cmd.hasOption(JM_MEMORY.getOpt())) {
            jmMemory = Integer.valueOf(cmd.getOptionValue(JM_MEMORY.getOpt()));
        }

        // Task Managers memory
        int tmMemory = 1024;
        if (cmd.hasOption(TM_MEMORY.getOpt())) {
            tmMemory = Integer.valueOf(cmd.getOptionValue(TM_MEMORY.getOpt()));
        }

        // Task Managers vcores
        int tmCores = 1;
        if (cmd.hasOption(TM_CORES.getOpt())) {
            tmCores = Integer.valueOf(cmd.getOptionValue(TM_CORES.getOpt()));
        }
        Utils.getStratosphereConfiguration(confPath.toUri().getPath());
        int jmPort = GlobalConfiguration.getInteger(ConfigConstants.JOB_MANAGER_IPC_PORT_KEY, 0);
        if (jmPort == 0) {
            LOG.warn("Unable to find job manager port in configuration!");
            jmPort = ConfigConstants.DEFAULT_JOB_MANAGER_IPC_PORT;
        }
        conf = Utils.initializeYarnConfiguration();

        // intialize HDFS
        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 
        final FileSystem fs = FileSystem.get(conf);

        if (fs.getScheme().startsWith("file")) {
            LOG.warn("The file system scheme is '" + fs.getScheme() + "'. This indicates that the "
                    + "specified Hadoop configuration path is wrong and the sytem is using the default Hadoop configuration values."
                    + "The Stratosphere YARN client needs to store its files in a distributed file system");
        }

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

        // Query cluster for metrics
        if (cmd.hasOption(QUERY.getOpt())) {
            showClusterMetrics(yarnClient);
        }
        if (!cmd.hasOption(CONTAINER.getOpt())) {
            LOG.fatal("Missing required argument " + CONTAINER.getOpt());
            printUsage();
            yarnClient.stop();
            System.exit(1);
        }

        // TM Count
        final int taskManagerCount = Integer.valueOf(cmd.getOptionValue(CONTAINER.getOpt()));

        System.out.println("Using values:");
        System.out.println("\tContainer Count = " + taskManagerCount);
        System.out.println("\tJar Path = " + localJarPath.toUri().getPath());
        System.out.println("\tConfiguration file = " + confPath.toUri().getPath());
        System.out.println("\tJobManager memory = " + jmMemory);
        System.out.println("\tTaskManager memory = " + tmMemory);
        System.out.println("\tTaskManager cores = " + tmCores);

        // Create application via yarnClient
        YarnClientApplication app = yarnClient.createApplication();
        GetNewApplicationResponse appResponse = app.getNewApplicationResponse();
        Resource maxRes = appResponse.getMaximumResourceCapability();
        if (tmMemory > maxRes.getMemory() || tmCores > maxRes.getVirtualCores()) {
            LOG.fatal("The cluster does not have the requested resources for the TaskManagers available!\n"
                    + "Maximum Memory: " + maxRes.getMemory() + ", Maximum Cores: " + tmCores);
            yarnClient.stop();
            System.exit(1);
        }
        if (jmMemory > maxRes.getMemory()) {
            LOG.fatal("The cluster does not have the requested resources for the JobManager available!\n"
                    + "Maximum Memory: " + maxRes.getMemory());
            yarnClient.stop();
            System.exit(1);
        }
        int totalMemoryRequired = jmMemory + tmMemory * taskManagerCount;
        ClusterResourceDescription freeClusterMem = getCurrentFreeClusterResources(yarnClient);
        if (freeClusterMem.totalFreeMemory < totalMemoryRequired) {
            LOG.fatal("This YARN session requires " + totalMemoryRequired + "MB of memory in the cluster. "
                    + "There are currently only " + freeClusterMem.totalFreeMemory + "MB available.");
            yarnClient.stop();
            System.exit(1);
        }
        if (tmMemory > freeClusterMem.containerLimit) {
            LOG.fatal("The requested amount of memory for the TaskManagers (" + tmMemory + "MB) is more than "
                    + "the largest possible YARN container: " + freeClusterMem.containerLimit);
            yarnClient.stop();
            System.exit(1);
        }
        if (jmMemory > freeClusterMem.containerLimit) {
            LOG.fatal("The requested amount of memory for the JobManager (" + jmMemory + "MB) is more than "
                    + "the largest possible YARN container: " + freeClusterMem.containerLimit);
            yarnClient.stop();
            System.exit(1);
        }

        // respect custom JVM options in the YAML file
        final String javaOpts = GlobalConfiguration.getString(ConfigConstants.STRATOSPHERE_JVM_OPTIONS, "");

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

        String amCommand = "$JAVA_HOME/bin/java" + " -Xmx" + Utils.calculateHeapSize(jmMemory) + "M " + javaOpts;
        if (hasLog4j) {
            amCommand += " -Dlog.file=\"" + ApplicationConstants.LOG_DIR_EXPANSION_VAR
                    + "/jobmanager-log4j.log\" -Dlog4j.configuration=file:log4j.properties";
        }
        amCommand += " eu.stratosphere.yarn.ApplicationMaster" + " " + " 1>"
                + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager-stdout.log" + " 2>"
                + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/jobmanager-stderr.log";
        amContainer.setCommands(Collections.singletonList(amCommand));

        System.err.println("amCommand=" + amCommand);

        // Set-up ApplicationSubmissionContext for the application
        ApplicationSubmissionContext appContext = app.getApplicationSubmissionContext();
        final ApplicationId appId = appContext.getApplicationId();

        // Setup jar for ApplicationMaster
        LocalResource appMasterJar = Records.newRecord(LocalResource.class);
        LocalResource stratosphereConf = Records.newRecord(LocalResource.class);
        Path remotePathJar = Utils.setupLocalResource(conf, fs, appId.toString(), localJarPath, appMasterJar,
                fs.getHomeDirectory());
        Path remotePathConf = Utils.setupLocalResource(conf, fs, appId.toString(), confPath, stratosphereConf,
                fs.getHomeDirectory());
        Map<String, LocalResource> localResources = new HashMap<String, LocalResource>(2);
        localResources.put("stratosphere.jar", appMasterJar);
        localResources.put("stratosphere-conf.yaml", stratosphereConf);

        // setup security tokens (code from apache storm)
        final Path[] paths = new Path[3 + shipFiles.size()];
        StringBuffer envShipFileList = new StringBuffer();
        // upload ship files
        for (int i = 0; i < shipFiles.size(); i++) {
            File shipFile = shipFiles.get(i);
            LocalResource shipResources = Records.newRecord(LocalResource.class);
            Path shipLocalPath = new Path("file://" + shipFile.getAbsolutePath());
            paths[3 + i] = Utils.setupLocalResource(conf, fs, appId.toString(), shipLocalPath, shipResources,
                    fs.getHomeDirectory());
            localResources.put(shipFile.getName(), shipResources);

            envShipFileList.append(paths[3 + i]);
            if (i + 1 < shipFiles.size()) {
                envShipFileList.append(',');
            }
        }

        paths[0] = remotePathJar;
        paths[1] = remotePathConf;
        paths[2] = new Path(fs.getHomeDirectory(), ".stratosphere/" + appId.toString() + "/");
        FsPermission permission = new FsPermission(FsAction.ALL, FsAction.ALL, FsAction.ALL);
        fs.setPermission(paths[2], permission); // set permission for path.
        Utils.setTokensFor(amContainer, paths, this.conf);

        amContainer.setLocalResources(localResources);
        fs.close();

        // Setup CLASSPATH for ApplicationMaster
        Map<String, String> appMasterEnv = new HashMap<String, String>();
        Utils.setupEnv(conf, appMasterEnv);
        // set configuration values
        appMasterEnv.put(Client.ENV_TM_COUNT, String.valueOf(taskManagerCount));
        appMasterEnv.put(Client.ENV_TM_CORES, String.valueOf(tmCores));
        appMasterEnv.put(Client.ENV_TM_MEMORY, String.valueOf(tmMemory));
        appMasterEnv.put(Client.STRATOSPHERE_JAR_PATH, remotePathJar.toString());
        appMasterEnv.put(Client.ENV_APP_ID, appId.toString());
        appMasterEnv.put(Client.ENV_CLIENT_HOME_DIR, fs.getHomeDirectory().toString());
        appMasterEnv.put(Client.ENV_CLIENT_SHIP_FILES, envShipFileList.toString());
        appMasterEnv.put(Client.ENV_CLIENT_USERNAME, UserGroupInformation.getCurrentUser().getShortUserName());

        amContainer.setEnvironment(appMasterEnv);

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

        appContext.setApplicationName("Stratosphere"); // application name
        appContext.setAMContainerSpec(amContainer);
        appContext.setResource(capability);
        appContext.setQueue(queue);

        // file that we write into the conf/ dir containing the jobManager address.
        final File addrFile = new File(confDirPath + CliFrontend.JOBMANAGER_ADDRESS_FILE);

        Runtime.getRuntime().addShutdownHook(new Thread() {
            @Override
            public void run() {
                try {
                    LOG.info("Killing the Stratosphere-YARN application.");
                    yarnClient.killApplication(appId);
                    LOG.info("Deleting files in " + paths[2]);
                    FileSystem shutFS = FileSystem.get(conf);
                    shutFS.delete(paths[2], true); // delete conf and jar file.
                    shutFS.close();
                } catch (Exception e) {
                    LOG.warn("Exception while killing the YARN application", e);
                }
                try {
                    addrFile.delete();
                } catch (Exception e) {
                    LOG.warn("Exception while deleting the jobmanager address file", e);
                }
                LOG.info("YARN Client is shutting down");
                yarnClient.stop();
            }
        });

        LOG.info("Submitting application master " + appId);
        yarnClient.submitApplication(appContext);
        ApplicationReport appReport = yarnClient.getApplicationReport(appId);
        YarnApplicationState appState = appReport.getYarnApplicationState();
        boolean told = false;
        char[] el = { '/', '|', '\\', '-' };
        int i = 0;
        while (appState != YarnApplicationState.FINISHED && appState != YarnApplicationState.KILLED
                && appState != YarnApplicationState.FAILED) {
            if (!told && appState == YarnApplicationState.RUNNING) {
                System.err
                        .println("Stratosphere JobManager is now running on " + appReport.getHost() + ":" + jmPort);
                System.err.println("JobManager Web Interface: " + appReport.getTrackingUrl());
                // write jobmanager connect information

                PrintWriter out = new PrintWriter(addrFile);
                out.println(appReport.getHost() + ":" + jmPort);
                out.close();
                addrFile.setReadable(true, false); // readable for all.
                told = true;
            }
            if (!told) {
                System.err.print(el[i++] + "\r");
                if (i == el.length) {
                    i = 0;
                }
                Thread.sleep(500); // wait for the application to switch to RUNNING
            } else {
                Thread.sleep(5000);
            }

            appReport = yarnClient.getApplicationReport(appId);
            appState = appReport.getYarnApplicationState();
        }

        LOG.info("Application " + appId + " finished with" + " state " + appState + " at "
                + appReport.getFinishTime());
        if (appState == YarnApplicationState.FAILED || appState == YarnApplicationState.KILLED) {
            LOG.warn("Application failed. Diagnostics " + appReport.getDiagnostics());
        }

    }

    private static class ClusterResourceDescription {
        public int totalFreeMemory;
        public int containerLimit;
    }

    private ClusterResourceDescription getCurrentFreeClusterResources(YarnClient yarnClient)
            throws YarnException, IOException {
        ClusterResourceDescription crd = new ClusterResourceDescription();
        crd.totalFreeMemory = 0;
        crd.containerLimit = 0;
        List<NodeReport> nodes = yarnClient.getNodeReports(NodeState.RUNNING);
        for (NodeReport rep : nodes) {
            int free = rep.getCapability().getMemory() - (rep.getUsed() != null ? rep.getUsed().getMemory() : 0);
            crd.totalFreeMemory += free;
            if (free > crd.containerLimit) {
                crd.containerLimit = free;
            }
        }
        return crd;
    }

    private void printUsage() {
        System.out.println("Usage:");
        HelpFormatter formatter = new HelpFormatter();
        formatter.setWidth(200);
        formatter.setLeftPadding(5);
        formatter.setSyntaxPrefix("   Required");
        Options req = new Options();
        req.addOption(CONTAINER);
        formatter.printHelp(" ", req);

        formatter.setSyntaxPrefix("   Optional");
        Options opt = new Options();
        opt.addOption(VERBOSE);
        //   opt.addOption(GEN_CONF);
        //   opt.addOption(STRATOSPHERE_CONF);
        //   opt.addOption(STRATOSPHERE_JAR);
        opt.addOption(JM_MEMORY);
        opt.addOption(TM_MEMORY);
        opt.addOption(TM_CORES);
        opt.addOption(QUERY);
        opt.addOption(QUEUE);
        formatter.printHelp(" ", opt);
    }

    private void showClusterMetrics(YarnClient yarnClient) throws YarnException, IOException {
        YarnClusterMetrics metrics = yarnClient.getYarnClusterMetrics();
        System.out.println("NodeManagers in the Cluster " + metrics.getNumNodeManagers());
        List<NodeReport> nodes = yarnClient.getNodeReports(NodeState.RUNNING);
        final String format = "|%-16s |%-16s %n";
        System.out.printf("|Property         |Value          %n");
        System.out.println("+---------------------------------------+");
        int totalMemory = 0;
        int totalCores = 0;
        for (NodeReport rep : nodes) {
            final Resource res = rep.getCapability();
            totalMemory += res.getMemory();
            totalCores += res.getVirtualCores();
            System.out.format(format, "NodeID", rep.getNodeId());
            System.out.format(format, "Memory", res.getMemory() + " MB");
            System.out.format(format, "vCores", res.getVirtualCores());
            System.out.format(format, "HealthReport", rep.getHealthReport());
            System.out.format(format, "Containers", rep.getNumContainers());
            System.out.println("+---------------------------------------+");
        }
        System.out.println("Summary: totalMemory " + totalMemory + " totalCores " + totalCores);
        List<QueueInfo> qInfo = yarnClient.getAllQueues();
        for (QueueInfo q : qInfo) {
            System.out.println("Queue: " + q.getQueueName() + ", Current Capacity: " + q.getCurrentCapacity()
                    + " Max Capacity: " + q.getMaximumCapacity() + " Applications: " + q.getApplications().size());
        }
        yarnClient.stop();
        System.exit(0);
    }

    private File generateDefaultConf(Path localJarPath) throws IOException, FileNotFoundException {
        JarFile jar = null;
        try {
            jar = new JarFile(localJarPath.toUri().getPath());
        } catch (FileNotFoundException fne) {
            LOG.fatal("Unable to access jar file. Specify jar file or configuration file.", fne);
            System.exit(1);
        }
        InputStream confStream = jar.getInputStream(jar.getEntry("stratosphere-conf.yaml"));

        if (confStream == null) {
            LOG.warn("Given jar file does not contain yaml conf.");
            confStream = this.getClass().getResourceAsStream("stratosphere-conf.yaml");
            if (confStream == null) {
                throw new RuntimeException("Unable to find stratosphere-conf in jar file");
            }
        }
        File outFile = new File("stratosphere-conf.yaml");
        if (outFile.exists()) {
            throw new RuntimeException("File unexpectedly exists");
        }
        FileOutputStream outputStream = new FileOutputStream(outFile);
        int read = 0;
        byte[] bytes = new byte[1024];
        while ((read = confStream.read(bytes)) != -1) {
            outputStream.write(bytes, 0, read);
        }
        confStream.close();
        outputStream.close();
        jar.close();
        return outFile;
    }

    public static void main(String[] args) throws Exception {
        Client c = new Client();
        c.run(args);
    }
}