/* * 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.flink.runtime.operators; import org.apache.flink.api.common.ExecutionConfig; import org.apache.flink.metrics.Counter; import org.apache.flink.runtime.operators.util.metrics.CountingCollector; import org.apache.flink.util.Collector; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.apache.flink.api.common.functions.ReduceFunction; import org.apache.flink.api.common.typeutils.TypeSerializer; import org.apache.flink.api.common.typeutils.TypeSerializerFactory; import org.apache.flink.runtime.operators.util.TaskConfig; import org.apache.flink.util.MutableObjectIterator; /** * Reduce task which is executed by a Task Manager. The task has a * single input and one or multiple outputs. It is provided with a ReduceFunction * implementation. * <p> * The AllReduceDriver creates an iterator over all records from its input. * The elements are handed pairwise to the <code>reduce()</code> method of the ReduceFunction. * * @see org.apache.flink.api.common.functions.ReduceFunction */ public class AllReduceDriver<T> implements Driver<ReduceFunction<T>, T> { private static final Logger LOG = LoggerFactory.getLogger(AllReduceDriver.class); private TaskContext<ReduceFunction<T>, T> taskContext; private MutableObjectIterator<T> input; private TypeSerializer<T> serializer; private boolean running; private boolean objectReuseEnabled = false; // ------------------------------------------------------------------------ @Override public void setup(TaskContext<ReduceFunction<T>, T> context) { this.taskContext = context; this.running = true; } @Override public int getNumberOfInputs() { return 1; } @Override public Class<ReduceFunction<T>> getStubType() { @SuppressWarnings("unchecked") final Class<ReduceFunction<T>> clazz = (Class<ReduceFunction<T>>) (Class<?>) ReduceFunction.class; return clazz; } @Override public int getNumberOfDriverComparators() { return 0; } // -------------------------------------------------------------------------------------------- @Override public void prepare() throws Exception { final TaskConfig config = this.taskContext.getTaskConfig(); if (config.getDriverStrategy() != DriverStrategy.ALL_REDUCE) { throw new Exception("Unrecognized driver strategy for AllReduce driver: " + config.getDriverStrategy().name()); } TypeSerializerFactory<T> serializerFactory = this.taskContext.getInputSerializer(0); this.serializer = serializerFactory.getSerializer(); this.input = this.taskContext.getInput(0); ExecutionConfig executionConfig = taskContext.getExecutionConfig(); this.objectReuseEnabled = executionConfig.isObjectReuseEnabled(); if (LOG.isDebugEnabled()) { LOG.debug("AllReduceDriver object reuse: " + (this.objectReuseEnabled ? "ENABLED" : "DISABLED") + "."); } } @Override public void run() throws Exception { if (LOG.isDebugEnabled()) { LOG.debug(this.taskContext.formatLogString("AllReduce preprocessing done. Running Reducer code.")); } final Counter numRecordsIn = this.taskContext.getMetricGroup().getIOMetricGroup().getNumRecordsInCounter(); final Counter numRecordsOut = this.taskContext.getMetricGroup().getIOMetricGroup().getNumRecordsOutCounter(); final ReduceFunction<T> stub = this.taskContext.getStub(); final MutableObjectIterator<T> input = this.input; final TypeSerializer<T> serializer = this.serializer; final Collector<T> collector = new CountingCollector<>(this.taskContext.getOutputCollector(), numRecordsOut); T val1; if ((val1 = input.next()) == null) { return; } numRecordsIn.inc(); if (objectReuseEnabled) { // We only need two objects. The first reference stores results and is // eventually collected. New values are read into the second. T val2 = serializer.createInstance(); T value = val1; while (running && (val2 = input.next(val2)) != null) { numRecordsIn.inc(); value = stub.reduce(value, val2); // we must never read into the object returned // by the user, so swap the reuse objects, if (value == val2) { T tmp = val1; val1 = val2; val2 = tmp; } } collector.collect(value); } else { T val2; while (running && (val2 = input.next()) != null) { numRecordsIn.inc(); val1 = stub.reduce(val1, val2); } collector.collect(val1); } } @Override public void cleanup() {} @Override public void cancel() { this.running = false; } }