/* * 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.drivers; import org.apache.commons.lang3.text.StrBuilder; import org.apache.commons.lang3.text.WordUtils; import org.apache.flink.api.java.DataSet; import org.apache.flink.graph.Graph; import org.apache.flink.graph.GraphAnalytic; import org.apache.flink.graph.asm.result.PrintableResult; import org.apache.flink.graph.drivers.output.CSV; import org.apache.flink.graph.drivers.output.Hash; import org.apache.flink.graph.drivers.output.Print; import org.apache.flink.graph.drivers.parameter.BooleanParameter; import org.apache.flink.graph.drivers.parameter.ChoiceParameter; import org.apache.flink.graph.drivers.parameter.LongParameter; import org.apache.flink.types.CopyableValue; import static org.apache.flink.api.common.ExecutionConfig.PARALLELISM_DEFAULT; /** * Driver for directed and undirected triangle listing algorithm and analytic. * * @see org.apache.flink.graph.library.clustering.directed.TriangleListing * @see org.apache.flink.graph.library.clustering.directed.TriadicCensus * @see org.apache.flink.graph.library.clustering.undirected.TriangleListing * @see org.apache.flink.graph.library.clustering.undirected.TriadicCensus */ public class TriangleListing<K extends Comparable<K> & CopyableValue<K>, VV, EV> extends SimpleDriver<K, VV, EV, PrintableResult> implements CSV, Hash, Print { private static final String DIRECTED = "directed"; private static final String UNDIRECTED = "undirected"; private ChoiceParameter order = new ChoiceParameter(this, "order") .addChoices(DIRECTED, UNDIRECTED); private BooleanParameter sortTriangleVertices = new BooleanParameter(this, "sort_triangle_vertices"); private BooleanParameter computeTriadicCensus = new BooleanParameter(this, "triadic_census"); private LongParameter littleParallelism = new LongParameter(this, "little_parallelism") .setDefaultValue(PARALLELISM_DEFAULT); private GraphAnalytic<K, VV, EV, ? extends PrintableResult> triadicCensus; @Override public String getName() { return this.getClass().getSimpleName(); } @Override public String getShortDescription() { return "list triangles"; } @Override public String getLongDescription() { return WordUtils.wrap(new StrBuilder() .appendln("List all triangles graph.") .appendNewLine() .append("The algorithm result contains three vertex IDs. For the directed algorithm " + "the result contains an additional bitmask indicating the presence of the six " + "potential connecting edges.") .toString(), 80); } @Override protected DataSet<PrintableResult> simplePlan(Graph<K, VV, EV> graph) throws Exception { int lp = littleParallelism.getValue().intValue(); switch (order.getValue()) { case DIRECTED: if (computeTriadicCensus.getValue()) { triadicCensus = graph .run(new org.apache.flink.graph.library.clustering.directed.TriadicCensus<K, VV, EV>() .setLittleParallelism(lp)); } @SuppressWarnings("unchecked") DataSet<PrintableResult> directedResult = (DataSet<PrintableResult>) (DataSet<?>) graph .run(new org.apache.flink.graph.library.clustering.directed.TriangleListing<K, VV, EV>() .setSortTriangleVertices(sortTriangleVertices.getValue()) .setLittleParallelism(lp)); return directedResult; case UNDIRECTED: if (computeTriadicCensus.getValue()) { triadicCensus = graph .run(new org.apache.flink.graph.library.clustering.undirected.TriadicCensus<K, VV, EV>() .setLittleParallelism(lp)); } @SuppressWarnings("unchecked") DataSet<PrintableResult> undirectedResult = (DataSet<PrintableResult>) (DataSet<?>) graph .run(new org.apache.flink.graph.library.clustering.undirected.TriangleListing<K, VV, EV>() .setSortTriangleVertices(sortTriangleVertices.getValue()) .setLittleParallelism(lp)); return undirectedResult; default: throw new RuntimeException("Unknown order: " + order); } } @Override public void hash(String executionName) throws Exception { super.hash(executionName); printAnalytics(); } @Override public void print(String executionName) throws Exception { super.print(executionName); printAnalytics(); } @Override public void writeCSV(String filename, String lineDelimiter, String fieldDelimiter) { super.writeCSV(filename, lineDelimiter, fieldDelimiter); printAnalytics(); } private void printAnalytics() { if (computeTriadicCensus.getValue()) { System.out.print("Triadic census:\n "); System.out.println(triadicCensus.getResult().toPrintableString().replace(";", "\n ")); } } }