/*********************************************************************************************************************** * Copyright (C) 2010-2013 by the Stratosphere project (http://stratosphere.eu) * * Licensed 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 CONDTIONS OF ANY KIND, either express or implied. See the License for the * specific language governing permissions and limitations under the License. **********************************************************************************************************************/ package eu.stratosphere.pact.runtime.task; import org.apache.commons.logging.Log; import org.apache.commons.logging.LogFactory; import eu.stratosphere.api.common.functions.GenericReduce; import eu.stratosphere.api.common.typeutils.TypeComparator; import eu.stratosphere.api.common.typeutils.TypeSerializer; import eu.stratosphere.pact.runtime.task.util.TaskConfig; import eu.stratosphere.util.Collector; import eu.stratosphere.util.MutableObjectIterator; /** * Reduce task which is executed by a Nephele task manager. The task has a * single input and one or multiple outputs. It is provided with a ReduceFunction * implementation. * <p> * The ReduceTask creates a iterator over all records from its input. The iterator returns all records grouped by their * key. The iterator is handed to the <code>reduce()</code> method of the ReduceFunction. * * @see GenericReduce */ public class ReduceDriver<T> implements PactDriver<GenericReduce<T>, T> { private static final Log LOG = LogFactory.getLog(ReduceDriver.class); private PactTaskContext<GenericReduce<T>, T> taskContext; private MutableObjectIterator<T> input; private TypeSerializer<T> serializer; private TypeComparator<T> comparator; private volatile boolean running; // ------------------------------------------------------------------------ @Override public void setup(PactTaskContext<GenericReduce<T>, T> context) { this.taskContext = context; this.running = true; } @Override public int getNumberOfInputs() { return 1; } @Override public Class<GenericReduce<T>> getStubType() { @SuppressWarnings("unchecked") final Class<GenericReduce<T>> clazz = (Class<GenericReduce<T>>) (Class<?>) GenericReduce.class; return clazz; } @Override public boolean requiresComparatorOnInput() { return true; } // -------------------------------------------------------------------------------------------- @Override public void prepare() throws Exception { TaskConfig config = this.taskContext.getTaskConfig(); if (config.getDriverStrategy() != DriverStrategy.SORTED_REDUCE) { throw new Exception("Unrecognized driver strategy for Reduce driver: " + config.getDriverStrategy().name()); } this.serializer = this.taskContext.<T>getInputSerializer(0).getSerializer(); this.comparator = this.taskContext.getInputComparator(0); this.input = this.taskContext.getInput(0); } @Override public void run() throws Exception { if (LOG.isDebugEnabled()) { LOG.debug(this.taskContext.formatLogString("Reducer preprocessing done. Running Reducer code.")); } // cache references on the stack final MutableObjectIterator<T> input = this.input; final TypeSerializer<T> serializer = this.serializer; final TypeComparator<T> comparator = this.comparator; final GenericReduce<T> function = this.taskContext.getStub(); final Collector<T> output = this.taskContext.getOutputCollector(); T value = input.next(serializer.createInstance()); // iterate over key groups while (this.running && value != null) { comparator.setReference(value); T res = value; // iterate within a key group while ((value = input.next(serializer.createInstance())) != null) { if (comparator.equalToReference(value)) { // same group, reduce res = function.reduce(res, value); } else { // new key group break; } } output.collect(res); } } @Override public void cleanup() {} @Override public void cancel() { this.running = false; } }