org.apache.mahout.common.mapreduce.MergeVectorsReducer 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.mahout.common.mapreduce;

import org.apache.hadoop.io.WritableComparable;
import org.apache.hadoop.mapreduce.Reducer;
import org.apache.mahout.math.SequentialAccessSparseVector;
import org.apache.mahout.math.Vector;
import org.apache.mahout.math.VectorWritable;

import java.io.IOException;

public class MergeVectorsReducer extends
    Reducer,VectorWritable,WritableComparable,VectorWritable> {

  private final VectorWritable result = new VectorWritable();

  @Override
  public void reduce(WritableComparable key, Iterable vectors, Context ctx)
    throws IOException, InterruptedException {
    Vector merged = VectorWritable.merge(vectors.iterator()).get();
    result.set(new SequentialAccessSparseVector(merged));
    ctx.write(key, result);
  }
}