org.apache.hadoop.mapred.Partitioner Maven / Gradle / Ivy

/**
 * 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.mapred;

import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability;

/** 
 * Partitions the key space.
 * 
 * Partitioner controls the partitioning of the keys of the 
 * intermediate map-outputs. The key (or a subset of the key) is used to derive
 * the partition, typically by a hash function. The total number of partitions
 * is the same as the number of reduce tasks for the job. Hence this controls
 * which of the m reduce tasks the intermediate key (and hence the 
 * record) is sent for reduction.
 *
 * Note: A Partitioner is created only when there are multiple
 * reducers.
 * 
 * @see Reducer
 */
@InterfaceAudience.Public
@InterfaceStability.Stable
public interface Partitioner extends JobConfigurable {
  
  /** 
   * Get the paritition number for a given key (hence record) given the total 
   * number of partitions i.e. number of reduce-tasks for the job.
   *   
   * Typically a hash function on a all or a subset of the key.
   *
   * @param key the key to be paritioned.
   * @param value the entry value.
   * @param numPartitions the total number of partitions.
   * @return the partition number for the key.
   */
  int getPartition(K2 key, V2 value, int numPartitions);
}