/* * 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.generator; import org.apache.flink.api.common.functions.MapFunction; import org.apache.flink.api.java.DataSet; import org.apache.flink.api.java.ExecutionEnvironment; import org.apache.flink.api.java.functions.FunctionAnnotation.ForwardedFields; import org.apache.flink.graph.Edge; import org.apache.flink.graph.Graph; import org.apache.flink.graph.Vertex; import org.apache.flink.types.LongValue; import org.apache.flink.types.NullValue; import org.apache.flink.util.LongValueSequenceIterator; import org.apache.flink.util.Preconditions; /** * A singleton-edge {@link Graph} contains one or more isolated two-paths. */ public class SingletonEdgeGraph extends AbstractGraphGenerator<LongValue, NullValue, NullValue> { public static final int MINIMUM_VERTEX_PAIR_COUNT = 1; // Required to create the DataSource private final ExecutionEnvironment env; // Required configuration private long vertexPairCount; /** * An undirected {@link Graph} containing one or more isolated two-paths. * The in- and out-degree of every vertex is 1. For {@code n} vertices * there are {@code n/2} components. * * @param env the Flink execution environment * @param vertexPairCount number of pairs of vertices */ public SingletonEdgeGraph(ExecutionEnvironment env, long vertexPairCount) { Preconditions.checkArgument(vertexPairCount >= MINIMUM_VERTEX_PAIR_COUNT, "Vertex pair count must be at least " + MINIMUM_VERTEX_PAIR_COUNT); this.env = env; this.vertexPairCount = vertexPairCount; } @Override public Graph<LongValue, NullValue, NullValue> generate() { // Vertices long vertexCount = 2 * this.vertexPairCount; DataSet<Vertex<LongValue, NullValue>> vertices = GraphGeneratorUtils.vertexSequence(env, parallelism, vertexCount); // Edges LongValueSequenceIterator iterator = new LongValueSequenceIterator(0, vertexCount - 1); DataSet<Edge<LongValue, NullValue>> edges = env .fromParallelCollection(iterator, LongValue.class) .setParallelism(parallelism) .name("Edge iterators") .map(new LinkVertexToSingletonNeighbor()) .setParallelism(parallelism) .name("Complete graph edges"); // Graph return Graph.fromDataSet(vertices, edges, env); } @ForwardedFields("*->f0") private static class LinkVertexToSingletonNeighbor implements MapFunction<LongValue, Edge<LongValue, NullValue>> { private LongValue source = new LongValue(); private LongValue target = new LongValue(); private Edge<LongValue, NullValue> edge = new Edge<>(source, target, NullValue.getInstance()); @Override public Edge<LongValue, NullValue> map(LongValue value) throws Exception { long val = value.getValue(); source.setValue(val); if (val % 2 == 0) { target.setValue(val + 1); } else { target.setValue(val - 1); } return edge; } } }