org.apache.mahout.cf.taste.hadoop.als.MultithreadedSharingMapper 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.cf.taste.hadoop.als;

import com.google.common.base.Preconditions;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.mapreduce.JobContext;
import org.apache.hadoop.mapreduce.Mapper;
import org.apache.hadoop.mapreduce.lib.map.MultithreadedMapper;
import org.apache.hadoop.util.ReflectionUtils;

import java.io.IOException;

/**
 * Multithreaded Mapper for {@link SharingMapper}s. Will call setupSharedInstance() once in the controlling thread
 * before executing the mappers using a thread pool.
 *
 * @param 
 * @param 
 * @param 
 * @param 
 */
public class MultithreadedSharingMapper extends MultithreadedMapper {

  @Override
  public void run(Context ctx) throws IOException, InterruptedException {
    Class> mapperClass =
        MultithreadedSharingMapper.getMapperClass((JobContext) ctx);
    Preconditions.checkNotNull(mapperClass, "Could not find Multithreaded Mapper class.");

    Configuration conf = ctx.getConfiguration();
    // instantiate the mapper
    Mapper mapper1 = ReflectionUtils.newInstance(mapperClass, conf);
    SharingMapper mapper = null;
    if (mapper1 instanceof SharingMapper) {
      mapper = (SharingMapper) mapper1;
    }
    Preconditions.checkNotNull(mapper, "Could not instantiate SharingMapper. Class was: %s",
                               mapper1.getClass().getName());

    // single threaded call to setup the sharing mapper
    mapper.setupSharedInstance(ctx);

    // multithreaded execution
    super.run(ctx);
  }
}