hadoop-mapreduce/hadoop-mr-client/hadoop-mapreduce-client-core/src/main/java/org/apache/hadoop/mapreduce/filecache/DistributedCache.java

/**
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you 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 org.apache.hadoop.mapreduce.filecache;

import java.io.*;
import java.util.*;

import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.conf.*;
import org.apache.hadoop.util.*;
import org.apache.hadoop.fs.*;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.JobContext;
import org.apache.hadoop.mapreduce.MRJobConfig;

import java.net.URI;

/**
 * Distribute application-specific large, read-only files efficiently.
 * 
 * <p><code>DistributedCache</code> is a facility provided by the Map-Reduce
 * framework to cache files (text, archives, jars etc.) needed by applications.
 * </p>
 * 
 * <p>Applications specify the files, via urls (hdfs:// or http://) to be cached 
 * via the {@link org.apache.hadoop.mapred.JobConf}. The
 * <code>DistributedCache</code> assumes that the files specified via urls are
 * already present on the {@link FileSystem} at the path specified by the url
 * and are accessible by every machine in the cluster.</p>
 * 
 * <p>The framework will copy the necessary files on to the slave node before 
 * any tasks for the job are executed on that node. Its efficiency stems from 
 * the fact that the files are only copied once per job and the ability to 
 * cache archives which are un-archived on the slaves.</p> 
 *
 * <p><code>DistributedCache</code> can be used to distribute simple, read-only
 * data/text files and/or more complex types such as archives, jars etc. 
 * Archives (zip, tar and tgz/tar.gz files) are un-archived at the slave nodes. 
 * Jars may be optionally added to the classpath of the tasks, a rudimentary 
 * software distribution mechanism.  Files have execution permissions.
 * Optionally users can also direct it to symlink the distributed cache file(s)
 * into the working directory of the task.</p>
 * 
 * <p><code>DistributedCache</code> tracks modification timestamps of the cache 
 * files. Clearly the cache files should not be modified by the application 
 * or externally while the job is executing.</p>
 * 
 * <p>Here is an illustrative example on how to use the 
 * <code>DistributedCache</code>:</p>
 * <p><blockquote><pre>
 *     // Setting up the cache for the application
 *     
 *     1. Copy the requisite files to the <code>FileSystem</code>:
 *     
 *     $ bin/hadoop fs -copyFromLocal lookup.dat /myapp/lookup.dat  
 *     $ bin/hadoop fs -copyFromLocal map.zip /myapp/map.zip  
 *     $ bin/hadoop fs -copyFromLocal mylib.jar /myapp/mylib.jar
 *     $ bin/hadoop fs -copyFromLocal mytar.tar /myapp/mytar.tar
 *     $ bin/hadoop fs -copyFromLocal mytgz.tgz /myapp/mytgz.tgz
 *     $ bin/hadoop fs -copyFromLocal mytargz.tar.gz /myapp/mytargz.tar.gz
 *     
 *     2. Setup the application's <code>JobConf</code>:
 *     
 *     JobConf job = new JobConf();
 *     DistributedCache.addCacheFile(new URI("/myapp/lookup.dat#lookup.dat"), 
 *                                   job);
 *     DistributedCache.addCacheArchive(new URI("/myapp/map.zip", job);
 *     DistributedCache.addFileToClassPath(new Path("/myapp/mylib.jar"), job);
 *     DistributedCache.addCacheArchive(new URI("/myapp/mytar.tar", job);
 *     DistributedCache.addCacheArchive(new URI("/myapp/mytgz.tgz", job);
 *     DistributedCache.addCacheArchive(new URI("/myapp/mytargz.tar.gz", job);
 *     
 *     3. Use the cached files in the {@link org.apache.hadoop.mapred.Mapper}
 *     or {@link org.apache.hadoop.mapred.Reducer}:
 *     
 *     public static class MapClass extends MapReduceBase  
 *     implements Mapper&lt;K, V, K, V&gt; {
 *     
 *       private Path[] localArchives;
 *       private Path[] localFiles;
 *       
 *       public void configure(JobConf job) {
 *         // Get the cached archives/files
 *         localArchives = DistributedCache.getLocalCacheArchives(job);
 *         localFiles = DistributedCache.getLocalCacheFiles(job);
 *       }
 *       
 *       public void map(K key, V value, 
 *                       OutputCollector&lt;K, V&gt; output, Reporter reporter) 
 *       throws IOException {
 *         // Use data from the cached archives/files here
 *         // ...
 *         // ...
 *         output.collect(k, v);
 *       }
 *     }
 *     
 * </pre></blockquote></p>
 *
 * It is also very common to use the DistributedCache by using
 * {@link org.apache.hadoop.util.GenericOptionsParser}.
 *
 * This class includes methods that should be used by users
 * (specifically those mentioned in the example above, as well
 * as {@link DistributedCache#addArchiveToClassPath(Path, Configuration)}),
 * as well as methods intended for use by the MapReduce framework
 * (e.g., {@link org.apache.hadoop.mapred.JobClient}).
 *
 * @see org.apache.hadoop.mapred.JobConf
 * @see org.apache.hadoop.mapred.JobClient
 */
@Deprecated
@InterfaceAudience.Private
public class DistributedCache {
  
  /**
   * Set the configuration with the given set of archives.  Intended
   * to be used by user code.
   * @param archives The list of archives that need to be localized
   * @param conf Configuration which will be changed
   * @deprecated Use {@link Job#setCacheArchives(URI[])} instead
   */
  @Deprecated
  public static void setCacheArchives(URI[] archives, Configuration conf) {
    String sarchives = StringUtils.uriToString(archives);
    conf.set(MRJobConfig.CACHE_ARCHIVES, sarchives);
  }

  /**
   * Set the configuration with the given set of files.  Intended to be
   * used by user code.
   * @param files The list of files that need to be localized
   * @param conf Configuration which will be changed
   * @deprecated Use {@link Job#setCacheFiles(URI[])} instead
   */
  @Deprecated
  public static void setCacheFiles(URI[] files, Configuration conf) {
    String sfiles = StringUtils.uriToString(files);
    conf.set(MRJobConfig.CACHE_FILES, sfiles);
  }

  /**
   * Get cache archives set in the Configuration.  Used by
   * internal DistributedCache and MapReduce code.
   * @param conf The configuration which contains the archives
   * @return A URI array of the caches set in the Configuration
   * @throws IOException
   * @deprecated Use {@link JobContext#getCacheArchives()} instead
   */
  @Deprecated
  public static URI[] getCacheArchives(Configuration conf) throws IOException {
    return StringUtils.stringToURI(conf.getStrings(MRJobConfig.CACHE_ARCHIVES));
  }

  /**
   * Get cache files set in the Configuration.  Used by internal
   * DistributedCache and MapReduce code.
   * @param conf The configuration which contains the files
   * @return A URI array of the files set in the Configuration
   * @throws IOException
   * @deprecated Use {@link JobContext#getCacheFiles()} instead
   */
  @Deprecated
  public static URI[] getCacheFiles(Configuration conf) throws IOException {
    return StringUtils.stringToURI(conf.getStrings(MRJobConfig.CACHE_FILES));
  }

  /**
   * Return the path array of the localized caches.  Intended to be used
   * by user code.
   * @param conf Configuration that contains the localized archives
   * @return A path array of localized caches
   * @throws IOException
   * @deprecated Use {@link JobContext#getLocalCacheArchives()} instead
   */
  @Deprecated
  public static Path[] getLocalCacheArchives(Configuration conf)
    throws IOException {
    return StringUtils.stringToPath(conf
                                    .getStrings(MRJobConfig.CACHE_LOCALARCHIVES));
  }

  /**
   * Return the path array of the localized files.  Intended to be used
   * by user code.
   * @param conf Configuration that contains the localized files
   * @return A path array of localized files
   * @throws IOException
   * @deprecated Use {@link JobContext#getLocalCacheFiles()} instead
   */
  @Deprecated
  public static Path[] getLocalCacheFiles(Configuration conf)
    throws IOException {
    return StringUtils.stringToPath(conf.getStrings(MRJobConfig.CACHE_LOCALFILES));
  }

  /**
   * Get the timestamps of the archives.  Used by internal
   * DistributedCache and MapReduce code.
   * @param conf The configuration which stored the timestamps
   * @return a string array of timestamps 
   * @throws IOException
   * @deprecated Use {@link JobContext#getArchiveTimestamps()} instead
   */
  @Deprecated
  public static String[] getArchiveTimestamps(Configuration conf) {
    return conf.getStrings(MRJobConfig.CACHE_ARCHIVES_TIMESTAMPS);
  }


  /**
   * Get the timestamps of the files.  Used by internal
   * DistributedCache and MapReduce code.
   * @param conf The configuration which stored the timestamps
   * @return a string array of timestamps 
   * @throws IOException
   * @deprecated Use {@link JobContext#getFileTimestamps()} instead
   */
  @Deprecated
  public static String[] getFileTimestamps(Configuration conf) {
    return conf.getStrings(MRJobConfig.CACHE_FILE_TIMESTAMPS);
  }

  /**
   * Add a archives to be localized to the conf.  Intended to
   * be used by user code.
   * @param uri The uri of the cache to be localized
   * @param conf Configuration to add the cache to
   * @deprecated Use {@link Job#addCacheArchive(URI)} instead
   */
  @Deprecated
  public static void addCacheArchive(URI uri, Configuration conf) {
    String archives = conf.get(MRJobConfig.CACHE_ARCHIVES);
    conf.set(MRJobConfig.CACHE_ARCHIVES, archives == null ? uri.toString()
             : archives + "," + uri.toString());
  }
  
  /**
   * Add a file to be localized to the conf.  Intended
   * to be used by user code.
   * @param uri The uri of the cache to be localized
   * @param conf Configuration to add the cache to
   * @deprecated Use {@link Job#addCacheFile(URI)} instead
   */
  @Deprecated
  public static void addCacheFile(URI uri, Configuration conf) {
    String files = conf.get(MRJobConfig.CACHE_FILES);
    conf.set(MRJobConfig.CACHE_FILES, files == null ? uri.toString() : files + ","
             + uri.toString());
  }

  /**
   * Add an file path to the current set of classpath entries It adds the file
   * to cache as well.  Intended to be used by user code.
   * 
   * @param file Path of the file to be added
   * @param conf Configuration that contains the classpath setting
   * @deprecated Use {@link Job#addFileToClassPath(Path)} instead
   */
  @Deprecated
  public static void addFileToClassPath(Path file, Configuration conf)
    throws IOException {
    String classpath = conf.get(MRJobConfig.CLASSPATH_FILES);
    conf.set(MRJobConfig.CLASSPATH_FILES, classpath == null ? file.toString()
             : classpath + "," + file.toString());
    FileSystem fs = FileSystem.get(conf);
    URI uri = fs.makeQualified(file).toUri();

    addCacheFile(uri, conf);
  }

  /**
   * Get the file entries in classpath as an array of Path.
   * Used by internal DistributedCache code.
   * 
   * @param conf Configuration that contains the classpath setting
   * @deprecated Use {@link JobContext#getFileClassPaths()} instead 
   */
  @Deprecated
  public static Path[] getFileClassPaths(Configuration conf) {
    ArrayList<String> list = (ArrayList<String>)conf.getStringCollection(
                                MRJobConfig.CLASSPATH_FILES);
    if (list.size() == 0) { 
      return null; 
    }
    Path[] paths = new Path[list.size()];
    for (int i = 0; i < list.size(); i++) {
      paths[i] = new Path(list.get(i));
    }
    return paths;
  }

  /**
   * Add an archive path to the current set of classpath entries. It adds the
   * archive to cache as well.  Intended to be used by user code.
   * 
   * @param archive Path of the archive to be added
   * @param conf Configuration that contains the classpath setting
   * @deprecated Use {@link Job#addArchiveToClassPath(Path)} instead
   */
  @Deprecated
  public static void addArchiveToClassPath(Path archive, Configuration conf)
    throws IOException {
    String classpath = conf.get(MRJobConfig.CLASSPATH_ARCHIVES);
    conf.set(MRJobConfig.CLASSPATH_ARCHIVES, classpath == null ? archive
             .toString() : classpath + "," + archive.toString());
    FileSystem fs = FileSystem.get(conf);
    URI uri = fs.makeQualified(archive).toUri();

    addCacheArchive(uri, conf);
  }

  /**
   * Get the archive entries in classpath as an array of Path.
   * Used by internal DistributedCache code.
   * 
   * @param conf Configuration that contains the classpath setting
   * @deprecated Use {@link JobContext#getArchiveClassPaths()} instead 
   */
  @Deprecated
  public static Path[] getArchiveClassPaths(Configuration conf) {
    ArrayList<String> list = (ArrayList<String>)conf.getStringCollection(
                                MRJobConfig.CLASSPATH_ARCHIVES);
    if (list.size() == 0) { 
      return null; 
    }
    Path[] paths = new Path[list.size()];
    for (int i = 0; i < list.size(); i++) {
      paths[i] = new Path(list.get(i));
    }
    return paths;
  }

  /**
   * This method allows you to create symlinks in the current working directory
   * of the task to all the cache files/archives.
   * Intended to be used by user code.
   * @param conf the jobconf
   * @deprecated Use {@link Job#createSymlink()} instead  
   */
  @Deprecated
  public static void createSymlink(Configuration conf){
    conf.set(MRJobConfig.CACHE_SYMLINK, "yes");
  }
  
  /**
   * This method checks to see if symlinks are to be create for the 
   * localized cache files in the current working directory 
   * Used by internal DistributedCache code.
   * @param conf the jobconf
   * @return true if symlinks are to be created- else return false
   * @deprecated Use {@link JobContext#getSymlink()} instead
   */
  @Deprecated
  public static boolean getSymlink(Configuration conf){
    String result = conf.get(MRJobConfig.CACHE_SYMLINK);
    if ("yes".equals(result)){
      return true;
    }
    return false;
  }

  private static boolean[] parseBooleans(String[] strs) {
    if (null == strs) {
      return null;
    }
    boolean[] result = new boolean[strs.length];
    for(int i=0; i < strs.length; ++i) {
      result[i] = Boolean.parseBoolean(strs[i]);
    }
    return result;
  }

  /**
   * Get the booleans on whether the files are public or not.  Used by 
   * internal DistributedCache and MapReduce code.
   * @param conf The configuration which stored the timestamps
   * @return a string array of booleans 
   * @throws IOException
   */
  public static boolean[] getFileVisibilities(Configuration conf) {
    return parseBooleans(conf.getStrings(MRJobConfig.CACHE_FILE_VISIBILITIES));
  }

  /**
   * Get the booleans on whether the archives are public or not.  Used by 
   * internal DistributedCache and MapReduce code.
   * @param conf The configuration which stored the timestamps
   * @return a string array of booleans 
   */
  public static boolean[] getArchiveVisibilities(Configuration conf) {
    return parseBooleans(conf.getStrings(MRJobConfig.CACHE_ARCHIVES_VISIBILITIES));
  }

  /**
   * This method checks if there is a conflict in the fragment names 
   * of the uris. Also makes sure that each uri has a fragment. It 
   * is only to be called if you want to create symlinks for 
   * the various archives and files.  May be used by user code.
   * @param uriFiles The uri array of urifiles
   * @param uriArchives the uri array of uri archives
   */
  public static boolean checkURIs(URI[] uriFiles, URI[] uriArchives) {
    if ((uriFiles == null) && (uriArchives == null)) {
      return true;
    }
    // check if fragment is null for any uri
    // also check if there are any conflicts in fragment names
    Set<String> fragments = new HashSet<String>();
    
    // iterate over file uris
    if (uriFiles != null) {
      for (int i = 0; i < uriFiles.length; i++) {
        String fragment = uriFiles[i].getFragment();
        if (fragment == null) {
          return false;
        }
        String lowerCaseFragment = fragment.toLowerCase();
        if (fragments.contains(lowerCaseFragment)) {
          return false;
        }
        fragments.add(lowerCaseFragment);
      }
    }
    
    // iterate over archive uris
    if (uriArchives != null) {
      for (int i = 0; i < uriArchives.length; i++) {
        String fragment = uriArchives[i].getFragment();
        if (fragment == null) {
          return false;
        }
        String lowerCaseFragment = fragment.toLowerCase();
        if (fragments.contains(lowerCaseFragment)) {
          return false;
        }
        fragments.add(lowerCaseFragment);
      }
    }
    return true;
  }

}