All Downloads are FREE. Search and download functionalities are using the official Maven repository.

com.hotels.bdp.circustrain.s3mapreducecp.mapreduce.lib.DynamicInputChunk Maven / Gradle / Ivy

/**
 * Copyright (C) 2016-2017 Expedia Inc and Apache Hadoop contributors.
 *
 * Based on {@code org.apache.hadoop.tools.mapred.lib.DynamicInputChunk} from Hadoop DistCp 2.7.1:
 *
 * https://github.com/apache/hadoop/blob/release-2.7.1/hadoop-tools/hadoop-distcp/src/main/java/org/
 * apache/hadoop/tools/mapred/lib/DynamicInputChunk.java
 *
 *
 * 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 com.hotels.bdp.circustrain.s3mapreducecp.mapreduce.lib;

import java.io.IOException;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.SequenceFile;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.TaskAttemptContext;
import org.apache.hadoop.mapreduce.TaskID;
import org.apache.hadoop.mapreduce.lib.input.FileSplit;
import org.apache.hadoop.mapreduce.lib.input.SequenceFileRecordReader;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import com.hotels.bdp.circustrain.s3mapreducecp.CopyListingFileStatus;
import com.hotels.bdp.circustrain.s3mapreducecp.S3MapReduceCpConstants;
import com.hotels.bdp.circustrain.s3mapreducecp.util.IoUtil;

/**
 * The DynamicInputChunk represents a single chunk of work, when used in conjunction with the DynamicInputFormat and the
 * DynamicRecordReader. The records in the DynamicInputFormat's input-file are split across various DynamicInputChunks.
 * Each one is claimed and processed in an iteration of a dynamic-mapper. When a DynamicInputChunk has been exhausted,
 * the faster mapper may claim another and process it, until there are no more to be consumed.
 */
class DynamicInputChunk {
  private static final Logger LOG = LoggerFactory.getLogger(DynamicInputChunk.class);

  private static Configuration configuration;
  private static Path chunkRootPath;
  private static String chunkFilePrefix;
  private static int numChunksLeft = -1; // Un-initialized before 1st dir-scan.
  private static FileSystem fs;

  private final Path chunkFilePath;
  private SequenceFileRecordReader reader;
  private SequenceFile.Writer writer;

  private static void initializeChunkInvariants(Configuration config) throws IOException {
    configuration = config;
    Path listingFilePath = new Path(getListingFilePath(configuration));
    chunkRootPath = new Path(listingFilePath.getParent(), "chunkDir");
    fs = chunkRootPath.getFileSystem(configuration);
    chunkFilePrefix = listingFilePath.getName() + ".chunk.";
  }

  private static String getListingFilePath(Configuration configuration) {
    final String listingFileString = configuration.get(S3MapReduceCpConstants.CONF_LABEL_LISTING_FILE_PATH, "");
    if ("".equals(listingFileString)) {
      throw new IllegalArgumentException("Listing file not found");
    }
    return listingFileString;
  }

  private static boolean areInvariantsInitialized() {
    return chunkRootPath != null;
  }

  private DynamicInputChunk(String chunkId, Configuration configuration) throws IOException {
    if (!areInvariantsInitialized()) {
      initializeChunkInvariants(configuration);
    }

    chunkFilePath = new Path(chunkRootPath, chunkFilePrefix + chunkId);
    openForWrite();
  }

  private void openForWrite() throws IOException {
    writer = SequenceFile
        .createWriter(chunkFilePath.getFileSystem(configuration), configuration, chunkFilePath, Text.class,
            CopyListingFileStatus.class, SequenceFile.CompressionType.NONE);

  }

  /**
   * Factory method to create chunk-files for writing to. (For instance, when the DynamicInputFormat splits the
   * input-file into chunks.)
   *
   * @param chunkId String to identify the chunk.
   * @param configuration Configuration, describing the location of the listing- file, file-system for the map-job, etc.
   * @return A DynamicInputChunk, corresponding to a chunk-file, with the name incorporating the chunk-id.
   * @throws IOException Exception on failure to create the chunk.
   */
  public static DynamicInputChunk createChunkForWrite(String chunkId, Configuration configuration) throws IOException {
    return new DynamicInputChunk(chunkId, configuration);
  }

  /**
   * Method to write records into a chunk.
   *
   * @param key Key from the listing file.
   * @param value Corresponding value from the listing file.
   * @throws IOException Exception onf failure to write to the file.
   */
  public void write(Text key, CopyListingFileStatus value) throws IOException {
    writer.append(key, value);
  }

  /**
   * Closes streams opened to the chunk-file.
   */
  public void close() {
    IoUtil.closeSilently(LOG, reader, writer);
  }

  /**
   * Reassigns the chunk to a specified Map-Task, for consumption.
   *
   * @param taskId The Map-Task to which a the chunk is to be reassigned.
   * @throws IOException Exception on failure to reassign.
   */
  public void assignTo(TaskID taskId) throws IOException {
    Path newPath = new Path(chunkRootPath, taskId.toString());
    if (!fs.rename(chunkFilePath, newPath)) {
      LOG.warn("{} could not be assigned to {}", chunkFilePath, taskId);
    }
  }

  private DynamicInputChunk(Path chunkFilePath, TaskAttemptContext taskAttemptContext)
      throws IOException, InterruptedException {
    if (!areInvariantsInitialized()) {
      initializeChunkInvariants(taskAttemptContext.getConfiguration());
    }

    this.chunkFilePath = chunkFilePath;
    openForRead(taskAttemptContext);
  }

  private void openForRead(TaskAttemptContext taskAttemptContext) throws IOException, InterruptedException {
    reader = new SequenceFileRecordReader<>();
    reader
        .initialize(new FileSplit(chunkFilePath, 0, getFileSize(chunkFilePath, configuration), null),
            taskAttemptContext);
  }

  /**
   * Retrieves size of the file at the specified path.
   *
   * @param path The path of the file whose size is sought.
   * @param configuration Configuration, to retrieve the appropriate FileSystem.
   * @return The file-size, in number of bytes.
   * @throws IOException, on failure.
   */
  private static long getFileSize(Path path, Configuration configuration) throws IOException {
    LOG.debug("Retrieving file size for: {} ", path);
    return path.getFileSystem(configuration).getFileStatus(path).getLen();
  }

  /**
   * Factory method that 1. acquires a chunk for the specified map-task attempt 2. returns a DynamicInputChunk
   * associated with the acquired chunk-file.
   *
   * @param taskAttemptContext The attempt-context for the map task that's trying to acquire a chunk.
   * @return The acquired dynamic-chunk. The chunk-file is renamed to the attempt-id (from the attempt-context.)
   * @throws IOException Exception on failure.
   * @throws InterruptedException Exception on failure.
   */
  public static DynamicInputChunk acquire(TaskAttemptContext taskAttemptContext)
    throws IOException, InterruptedException {
    if (!areInvariantsInitialized()) {
      initializeChunkInvariants(taskAttemptContext.getConfiguration());
    }

    String taskId = taskAttemptContext.getTaskAttemptID().getTaskID().toString();
    Path acquiredFilePath = new Path(chunkRootPath, taskId);

    if (fs.exists(acquiredFilePath)) {
      LOG.info("Acquiring pre-assigned chunk: {}", acquiredFilePath);
      return new DynamicInputChunk(acquiredFilePath, taskAttemptContext);
    }

    for (FileStatus chunkFile : getListOfChunkFiles()) {
      if (fs.rename(chunkFile.getPath(), acquiredFilePath)) {
        LOG.info("{} acquired {}", taskId, chunkFile.getPath());
        return new DynamicInputChunk(acquiredFilePath, taskAttemptContext);
      } else {
        LOG.warn("{} could not acquire {}", taskId, chunkFile.getPath());
      }
    }

    return null;
  }

  /**
   * Method to be called to relinquish an acquired chunk. All streams open to the chunk are closed, and the chunk-file
   * is deleted.
   *
   * @throws IOException Exception thrown on failure to release (i.e. delete) the chunk file.
   */
  public void release() throws IOException {
    close();
    if (!fs.delete(chunkFilePath, false)) {
      LOG.error("Unable to release chunk at path: {}", chunkFilePath);
      throw new IOException("Unable to release chunk at path: " + chunkFilePath);
    }
  }

  static FileStatus[] getListOfChunkFiles() throws IOException {
    Path chunkFilePattern = new Path(chunkRootPath, chunkFilePrefix + "*");
    FileStatus[] chunkFiles = fs.globStatus(chunkFilePattern);
    numChunksLeft = chunkFiles.length;
    return chunkFiles;
  }

  /**
   * Getter for the chunk-file's path, on HDFS.
   *
   * @return The qualified path to the chunk-file.
   */
  public Path getPath() {
    return chunkFilePath;
  }

  /**
   * Getter for the record-reader, opened to the chunk-file.
   *
   * @return Opened Sequence-file reader.
   */
  public SequenceFileRecordReader getReader() {
    assert reader != null : "Reader un-initialized!";
    return reader;
  }

  /**
   * Getter for the number of chunk-files left in the chunk-file directory. Useful to determine how many chunks (and
   * hence, records) are left to be processed.
   *
   * @return Before the first scan of the directory, the number returned is -1. Otherwise, the number of chunk-files
   *         seen from the last scan is returned.
   */
  public static int getNumChunksLeft() {
    return numChunksLeft;
  }
}




© 2015 - 2024 Weber Informatics LLC | Privacy Policy