Package eu.stratosphere.yarn

Source Code of eu.stratosphere.yarn.Client

/***********************************************************************************************************************
* 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.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);
    }
   
    // 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"+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 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 Cluster " + metrics.getNumNodeManagers());
    List<NodeReport> nodes = yarnClient.getNodeReports();
    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);
  }
}
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