org.apache.hadoop.mapreduce.lib.partition.BinaryPartitioner Maven / Gradle / Ivy

Go to download
Show more of this group Show more artifacts with this name
Show all versions of hadoop-apache Show documentation
Shaded version of Apache Hadoop for Presto
There is a newer version: 3.2.0-9
/**
 * 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.lib.partition;

import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;
import org.apache.hadoop.conf.Configurable;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.io.BinaryComparable;
import org.apache.hadoop.io.WritableComparator;
import org.apache.hadoop.mapreduce.Partitioner;

/**
 * Partition {@link BinaryComparable} keys using a configurable part of 
 * the bytes array returned by {@link BinaryComparable#getBytes()}.
 * 
 * The subarray to be used for the partitioning can be defined by means
 * of the following properties:
 * 

 *   
 *     mapreduce.partition.binarypartitioner.left.offset:
 *     left offset in array (0 by default)
 *   
 *   
 *     mapreduce.partition.binarypartitioner.right.offset: 
 *     right offset in array (-1 by default)
 *   
 * 
 * Like in Python, both negative and positive offsets are allowed, but
 * the meaning is slightly different. In case of an array of length 5,
 * for instance, the possible offsets are:
 * 
 *  +---+---+---+---+---+
 *  | B | B | B | B | B |
 *  +---+---+---+---+---+
 *    0   1   2   3   4
 *   -5  -4  -3  -2  -1
 * 
 * The first row of numbers gives the position of the offsets 0...5 in 
 * the array; the second row gives the corresponding negative offsets. 
 * Contrary to Python, the specified subarray has byte i 
 * and j as first and last element, repectively, when 
 * i and j are the left and right offset.
 * 
 * For Hadoop programs written in Java, it is advisable to use one of 
 * the following static convenience methods for setting the offsets:
 * 

 *   {@link #setOffsets}
 *   {@link #setLeftOffset}
 *   {@link #setRightOffset}
 * 
 */
@InterfaceAudience.Public
@InterfaceStability.Evolving
public class BinaryPartitioner extends Partitioner 
  implements Configurable {

  public static final String LEFT_OFFSET_PROPERTY_NAME = 
    "mapreduce.partition.binarypartitioner.left.offset";
  public static final String RIGHT_OFFSET_PROPERTY_NAME = 
    "mapreduce.partition.binarypartitioner.right.offset";
  
  /**
   * Set the subarray to be used for partitioning to 
   * bytes[left:(right+1)] in Python syntax.
   * 
   * @param conf configuration object
   * @param left left Python-style offset
   * @param right right Python-style offset
   */
  public static void setOffsets(Configuration conf, int left, int right) {
    conf.setInt(LEFT_OFFSET_PROPERTY_NAME, left);
    conf.setInt(RIGHT_OFFSET_PROPERTY_NAME, right);
  }
  
  /**
   * Set the subarray to be used for partitioning to 
   * bytes[offset:] in Python syntax.
   * 
   * @param conf configuration object
   * @param offset left Python-style offset
   */
  public static void setLeftOffset(Configuration conf, int offset) {
    conf.setInt(LEFT_OFFSET_PROPERTY_NAME, offset);
  }
  
  /**
   * Set the subarray to be used for partitioning to 
   * bytes[:(offset+1)] in Python syntax.
   * 
   * @param conf configuration object
   * @param offset right Python-style offset
   */
  public static void setRightOffset(Configuration conf, int offset) {
    conf.setInt(RIGHT_OFFSET_PROPERTY_NAME, offset);
  }
  
  
  private Configuration conf;
  private int leftOffset, rightOffset;
  
  public void setConf(Configuration conf) {
    this.conf = conf;
    leftOffset = conf.getInt(LEFT_OFFSET_PROPERTY_NAME, 0);
    rightOffset = conf.getInt(RIGHT_OFFSET_PROPERTY_NAME, -1);
  }
  
  public Configuration getConf() {
    return conf;
  }
  
  /** 
   * Use (the specified slice of the array returned by) 
   * {@link BinaryComparable#getBytes()} to partition. 
   */
  @Override
  public int getPartition(BinaryComparable key, V value, int numPartitions) {
    int length = key.getLength();
    int leftIndex = (leftOffset + length) % length;
    int rightIndex = (rightOffset + length) % length;
    int hash = WritableComparator.hashBytes(key.getBytes(), 
      leftIndex, rightIndex - leftIndex + 1);
    return (hash & Integer.MAX_VALUE) % numPartitions;
  }
  
}