/* * 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.iterative.task; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.apache.flink.api.common.functions.Function; import org.apache.flink.runtime.iterative.concurrent.SolutionSetUpdateBarrier; import org.apache.flink.runtime.iterative.concurrent.SolutionSetUpdateBarrierBroker; import org.apache.flink.runtime.iterative.concurrent.SuperstepKickoffLatch; import org.apache.flink.runtime.iterative.concurrent.SuperstepKickoffLatchBroker; import org.apache.flink.runtime.iterative.io.WorksetUpdateOutputCollector; import org.apache.flink.util.Collector; /** * An iteration tail, which runs a driver inside. * <p> * If the iteration state is updated, the output of this task will be send back to the {@link IterationHeadTask} via * a BackChannel for the workset -OR- a HashTable for the solution set. Therefore this * task must be scheduled on the same instance as the head. It's also possible for the tail to update *both* the workset * and the solution set. * <p> * If there is a separate solution set tail, the iteration head has to make sure to wait for it to finish. */ public class IterationTailTask<S extends Function, OT> extends AbstractIterativeTask<S, OT> { private static final Logger log = LoggerFactory.getLogger(IterationTailTask.class); private SolutionSetUpdateBarrier solutionSetUpdateBarrier; private WorksetUpdateOutputCollector<OT> worksetUpdateOutputCollector; @Override protected void initialize() throws Exception { super.initialize(); // sanity check: the tail has to update either the workset or the solution set if (!isWorksetUpdate && !isSolutionSetUpdate) { throw new RuntimeException("The iteration tail doesn't update workset or the solution set."); } // set the last output collector of this task to reflect the iteration tail state update: // a) workset update, // b) solution set update, or // c) merged workset and solution set update Collector<OT> outputCollector = null; if (isWorksetUpdate) { outputCollector = createWorksetUpdateOutputCollector(); // we need the WorksetUpdateOutputCollector separately to count the collected elements if (isWorksetIteration) { worksetUpdateOutputCollector = (WorksetUpdateOutputCollector<OT>) outputCollector; } } if (isSolutionSetUpdate) { if (isWorksetIteration) { outputCollector = createSolutionSetUpdateOutputCollector(outputCollector); } // Bulk iteration with termination criterion else { outputCollector = new Collector<OT>() { @Override public void collect(OT record) {} @Override public void close() {} }; } if (!isWorksetUpdate) { solutionSetUpdateBarrier = SolutionSetUpdateBarrierBroker.instance().get(brokerKey()); } } setLastOutputCollector(outputCollector); } @Override public void run() throws Exception { SuperstepKickoffLatch nextSuperStepLatch = SuperstepKickoffLatchBroker.instance().get(brokerKey()); while (this.running && !terminationRequested()) { if (log.isInfoEnabled()) { log.info(formatLogString("starting iteration [" + currentIteration() + "]")); } super.run(); // check if termination was requested verifyEndOfSuperstepState(); if (isWorksetUpdate && isWorksetIteration) { // aggregate workset update element count long numCollected = worksetUpdateOutputCollector.getElementsCollectedAndReset(); worksetAggregator.aggregate(numCollected); } if (log.isInfoEnabled()) { log.info(formatLogString("finishing iteration [" + currentIteration() + "]")); } if (isWorksetUpdate) { // notify iteration head if responsible for workset update worksetBackChannel.notifyOfEndOfSuperstep(); } else if (isSolutionSetUpdate) { // notify iteration head if responsible for solution set update solutionSetUpdateBarrier.notifySolutionSetUpdate(); } boolean terminate = nextSuperStepLatch.awaitStartOfSuperstepOrTermination(currentIteration() + 1); if (terminate) { requestTermination(); } else { incrementIterationCounter(); } } } }