/* * 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.graph.pregel; import org.apache.flink.api.java.tuple.Tuple2; import org.apache.flink.types.Either; import org.apache.flink.types.NullValue; import org.apache.flink.util.Collector; import java.io.Serializable; /** * The base class for combining messages sent during a {@link VertexCentricIteration}. * * @param <K> The type of the vertex id * @param <Message> The type of the message sent between vertices along the edges. */ public abstract class MessageCombiner<K, Message> implements Serializable { private static final long serialVersionUID = 1L; private Collector<Tuple2<K, Either<NullValue, Message>>> out; private Tuple2<K, Either<NullValue, Message>> outValue; void set(K target, Collector<Tuple2<K, Either<NullValue, Message>>> collector) { this.out = collector; this.outValue = new Tuple2<>(); outValue.f0 = target; } /** * Combines messages sent from different vertices to a target vertex. * Implementing this method might reduce communication costs during a vertex-centric * iteration. * * @param messages the input messages to combine * @throws Exception */ public abstract void combineMessages(MessageIterator<Message> messages) throws Exception; /** * Sends the combined message to the target vertex. * * @param combinedMessage * @throws Exception */ public final void sendCombinedMessage(Message combinedMessage) { outValue.f1 = Either.Right(combinedMessage); out.collect(outValue); } }