/* * 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.asm.degree.annotate.directed; import org.apache.flink.api.common.operators.base.JoinOperatorBase.JoinHint; import org.apache.flink.api.java.DataSet; import org.apache.flink.api.java.tuple.Tuple2; import org.apache.flink.api.java.tuple.Tuple3; import org.apache.flink.graph.Edge; import org.apache.flink.graph.Graph; import org.apache.flink.graph.Vertex; import org.apache.flink.graph.asm.degree.annotate.DegreeAnnotationFunctions.JoinEdgeDegreeWithVertexDegree; import org.apache.flink.graph.asm.degree.annotate.directed.VertexDegrees.Degrees; import org.apache.flink.graph.utils.proxy.GraphAlgorithmWrappingDataSet; import org.apache.flink.util.Preconditions; import static org.apache.flink.api.common.ExecutionConfig.PARALLELISM_DEFAULT; /** * Annotates edges of a directed graph with the degree, out-degree, and * in-degree of both the source and target vertices. * * @param <K> ID type * @param <VV> vertex value type * @param <EV> edge value type */ public class EdgeDegreesPair<K, VV, EV> extends GraphAlgorithmWrappingDataSet<K, VV, EV, Edge<K, Tuple3<EV, Degrees, Degrees>>> { // Optional configuration private int parallelism = PARALLELISM_DEFAULT; /** * Override the operator parallelism. * * @param parallelism operator parallelism * @return this */ public EdgeDegreesPair<K, VV, EV> setParallelism(int parallelism) { this.parallelism = parallelism; return this; } @Override protected String getAlgorithmName() { return EdgeDegreesPair.class.getName(); } @Override protected boolean mergeConfiguration(GraphAlgorithmWrappingDataSet other) { Preconditions.checkNotNull(other); if (! EdgeDegreesPair.class.isAssignableFrom(other.getClass())) { return false; } EdgeDegreesPair rhs = (EdgeDegreesPair) other; parallelism = (parallelism == PARALLELISM_DEFAULT) ? rhs.parallelism : ((rhs.parallelism == PARALLELISM_DEFAULT) ? parallelism : Math.min(parallelism, rhs.parallelism)); return true; } @Override public DataSet<Edge<K, Tuple3<EV, Degrees, Degrees>>> runInternal(Graph<K, VV, EV> input) throws Exception { // s, t, d(s) DataSet<Edge<K, Tuple2<EV, Degrees>>> edgeSourceDegrees = input .run(new EdgeSourceDegrees<K, VV, EV>() .setParallelism(parallelism)); // t, d(t) DataSet<Vertex<K, Degrees>> vertexDegrees = input .run(new VertexDegrees<K, VV, EV>() .setParallelism(parallelism)); // s, t, (d(s), d(t)) return edgeSourceDegrees .join(vertexDegrees, JoinHint.REPARTITION_HASH_SECOND) .where(1) .equalTo(0) .with(new JoinEdgeDegreeWithVertexDegree<K, EV, Degrees>()) .setParallelism(parallelism) .name("Edge target degree"); } }