/* * 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.library; import org.apache.flink.api.common.functions.MapFunction; import org.apache.flink.api.common.functions.RichMapFunction; import org.apache.flink.api.java.DataSet; import org.apache.flink.api.java.ExecutionEnvironment; import org.apache.flink.graph.Edge; import org.apache.flink.graph.Graph; import org.apache.flink.graph.Vertex; import org.apache.flink.test.testdata.ConnectedComponentsData; import org.apache.flink.test.util.JavaProgramTestBase; import org.apache.flink.types.NullValue; import java.io.BufferedReader; @SuppressWarnings("serial") public class ConnectedComponentsWithRandomisedEdgesITCase extends JavaProgramTestBase { private static final long SEED = 9487520347802987L; private static final int NUM_VERTICES = 1000; private static final int NUM_EDGES = 10000; private String resultPath; @Override protected void preSubmit() throws Exception { resultPath = getTempFilePath("results"); } @Override protected void testProgram() throws Exception { ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); DataSet<Long> vertexIds = env.generateSequence(1, NUM_VERTICES); DataSet<String> edgeString = env.fromElements(ConnectedComponentsData.getRandomOddEvenEdges(NUM_EDGES, NUM_VERTICES, SEED).split("\n")); DataSet<Edge<Long, NullValue>> edges = edgeString.map(new EdgeParser()); DataSet<Vertex<Long, Long>> initialVertices = vertexIds.map(new IdAssigner()); Graph<Long, Long, NullValue> graph = Graph.fromDataSet(initialVertices, edges, env); DataSet<Vertex<Long, Long>> result = graph.run(new ConnectedComponents<Long, Long, NullValue>(100)); result.writeAsCsv(resultPath, "\n", " "); env.execute(); } /** * A map function that takes a Long value and creates a 2-tuple out of it: * <pre>(Long value) -> (value, value)</pre> */ public static final class IdAssigner implements MapFunction<Long, Vertex<Long, Long>> { @Override public Vertex<Long, Long> map(Long value) { return new Vertex<>(value, value); } } @Override protected void postSubmit() throws Exception { for (BufferedReader reader : getResultReader(resultPath)) { ConnectedComponentsData.checkOddEvenResult(reader); } } public static final class EdgeParser extends RichMapFunction<String, Edge<Long, NullValue>> { public Edge<Long, NullValue> map(String value) { String[] nums = value.split(" "); return new Edge<>(Long.parseLong(nums[0]), Long.parseLong(nums[1]), NullValue.getInstance()); } } }