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    • datafu.hourglass.mapreduce.PartitioningCombiner Maven / Gradle / Ivy

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    Librares that make easier to solve data problems using Hadoop and higher level languages based on it.

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    /**
 * 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 datafu.hourglass.mapreduce;

import java.io.IOException;
import java.io.Serializable;

import org.apache.avro.generic.GenericRecord;
import org.apache.avro.mapred.AvroKey;
import org.apache.avro.mapred.AvroValue;
import org.apache.hadoop.mapreduce.ReduceContext;

import datafu.hourglass.model.Accumulator;

/**
 * The combiner used by {@link datafu.hourglass.jobs.AbstractPartitionPreservingIncrementalJob} and its derived classes.
 * 
 * 
    
 * An implementation of {@link datafu.hourglass.model.Accumulator} is used to perform aggregation and produce the
 * intermediate value.
 * 
    
 * 
 */
public class PartitioningCombiner extends ObjectReducer implements Serializable 
{
  private Accumulator accumulator;
  
  @SuppressWarnings("unchecked")
  public void reduce(Object keyObj,
                      Iterable values,
                      ReduceContext context) throws IOException, InterruptedException
  {           
    Accumulator acc = getAccumulator();
        
    if (acc == null)
    {
      throw new RuntimeException("No accumulator set for combiner!");
    }
    
    acc.cleanup();
                    
    long accumulatedCount = 0;    
    for (Object valueObj : values)
    {       
      AvroValue value = (AvroValue)valueObj;
      acc.accumulate(value.datum());
      accumulatedCount++;
    }
    
    if (accumulatedCount > 0)
    {
      GenericRecord intermediateValue = acc.getFinal();
      if (intermediateValue != null)
      {
        context.write((AvroKey)keyObj,new AvroValue(intermediateValue));
      }
    }
  }
  
  /**
   * Gets the accumulator used to perform aggregation. 
   * 
   * @return The accumulator
   */
  public Accumulator getAccumulator()
  {
    return accumulator;
  }
  
  /**
   * Sets the accumulator used to perform aggregation. 
   * 
   * @param acc The accumulator
   */
  public void setAccumulator(Accumulator acc)
  {
    accumulator = acc;
  }  
}
    
    
    
    

    




    
    
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