/* * 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 edu.uci.ics.pregelix.benchmark.vertex; import java.io.IOException; import org.apache.giraph.combiner.Combiner; import org.apache.giraph.graph.Vertex; import org.apache.hadoop.io.DoubleWritable; import org.apache.hadoop.io.NullWritable; import org.apache.hadoop.io.VLongWritable; /** * Implementation of PageRank in which vertex ids are ints, page rank values * are floats, and graph is unweighted. */ public class PageRankVertex extends Vertex<VLongWritable, DoubleWritable, NullWritable, DoubleWritable> { /** Number of supersteps */ public static final int maxSuperStep = 4; @Override public void compute(Iterable<DoubleWritable> messages) throws IOException { if (getSuperstep() >= 1) { float sum = 0; for (DoubleWritable message : messages) { sum += message.get(); } getValue().set((0.15f / getTotalNumVertices()) + 0.85f * sum); } if (getSuperstep() < maxSuperStep) { sendMessageToAllEdges(new DoubleWritable(getValue().get() / getNumEdges())); } else { voteToHalt(); } } public static class SumCombiner extends Combiner<VLongWritable, DoubleWritable> { @Override public void combine(VLongWritable vertexIndex, DoubleWritable originalMessage, DoubleWritable messageToCombine) { double oldValue = messageToCombine.get(); messageToCombine.set(oldValue + originalMessage.get()); } @Override public DoubleWritable createInitialMessage() { return new DoubleWritable(0.0); } } }