/* * 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.tinkerpop.gremlin.hadoop.process.computer; import org.apache.commons.configuration.Configuration; import org.apache.hadoop.mapreduce.Reducer; import org.apache.tinkerpop.gremlin.hadoop.structure.HadoopGraph; import org.apache.tinkerpop.gremlin.hadoop.structure.io.HadoopPools; import org.apache.tinkerpop.gremlin.hadoop.structure.io.ObjectWritable; import org.apache.tinkerpop.gremlin.hadoop.structure.util.ConfUtil; import org.apache.tinkerpop.gremlin.process.computer.MapReduce; import org.apache.tinkerpop.gremlin.structure.io.gryo.kryoshim.KryoShimServiceLoader; import org.apache.tinkerpop.gremlin.util.iterator.IteratorUtils; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.io.IOException; /** * @author Marko A. Rodriguez (http://markorodriguez.com) */ public final class HadoopCombine extends Reducer<ObjectWritable, ObjectWritable, ObjectWritable, ObjectWritable> { private static final Logger LOGGER = LoggerFactory.getLogger(HadoopCombine.class); private MapReduce mapReduce; private final HadoopCombineEmitter<ObjectWritable, ObjectWritable> combineEmitter = new HadoopCombineEmitter<>(); private HadoopCombine() { } @Override public void setup(final Reducer<ObjectWritable, ObjectWritable, ObjectWritable, ObjectWritable>.Context context) { final Configuration apacheConfiguration = ConfUtil.makeApacheConfiguration(context.getConfiguration()); KryoShimServiceLoader.applyConfiguration(apacheConfiguration); this.mapReduce = MapReduce.createMapReduce(HadoopGraph.open(apacheConfiguration), apacheConfiguration); this.mapReduce.workerStart(MapReduce.Stage.COMBINE); } @Override public void reduce(final ObjectWritable key, final Iterable<ObjectWritable> values, final Reducer<ObjectWritable, ObjectWritable, ObjectWritable, ObjectWritable>.Context context) throws IOException, InterruptedException { this.combineEmitter.setContext(context); this.mapReduce.combine(key.get(), IteratorUtils.map(values.iterator(), ObjectWritable::get), this.combineEmitter); } @Override public void cleanup(final Reducer<ObjectWritable, ObjectWritable, ObjectWritable, ObjectWritable>.Context context) { this.mapReduce.workerEnd(MapReduce.Stage.COMBINE); } public class HadoopCombineEmitter<OK, OV> implements MapReduce.ReduceEmitter<OK, OV> { private Reducer<ObjectWritable, ObjectWritable, ObjectWritable, ObjectWritable>.Context context; private final ObjectWritable<OK> keyWritable = new ObjectWritable<>(); private final ObjectWritable<OV> valueWritable = new ObjectWritable<>(); public void setContext(final Reducer<ObjectWritable, ObjectWritable, ObjectWritable, ObjectWritable>.Context context) { this.context = context; } @Override public void emit(final OK key, final OV value) { this.keyWritable.set(key); this.valueWritable.set(value); try { this.context.write(this.keyWritable, this.valueWritable); } catch (final Exception e) { LOGGER.error(e.getMessage()); throw new IllegalStateException(e.getMessage(), e); } } } }