/* * 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.test.examples; import com.google.common.base.Charsets; import com.google.common.io.Files; 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.EdgeDirection; import org.apache.flink.graph.Graph; import org.apache.flink.graph.Vertex; import org.apache.flink.graph.examples.IncrementalSSSP; import org.apache.flink.graph.examples.data.IncrementalSSSPData; import org.apache.flink.graph.spargel.ScatterGatherConfiguration; import org.apache.flink.test.util.MultipleProgramsTestBase; import org.apache.flink.test.util.TestBaseUtils; import org.junit.After; import org.junit.Before; import org.junit.Rule; import org.junit.Test; import org.junit.rules.TemporaryFolder; import org.junit.runner.RunWith; import org.junit.runners.Parameterized; import java.io.File; @RunWith(Parameterized.class) public class IncrementalSSSPITCase extends MultipleProgramsTestBase { private String verticesPath; private String edgesPath; private String edgesInSSSPPath; private String resultPath; private String expected; @Rule public TemporaryFolder tempFolder = new TemporaryFolder(); public IncrementalSSSPITCase(TestExecutionMode mode) { super(mode); } @Before public void before() throws Exception { resultPath = tempFolder.newFile().toURI().toString(); File verticesFile = tempFolder.newFile(); Files.write(IncrementalSSSPData.VERTICES, verticesFile, Charsets.UTF_8); File edgesFile = tempFolder.newFile(); Files.write(IncrementalSSSPData.EDGES, edgesFile, Charsets.UTF_8); File edgesInSSSPFile = tempFolder.newFile(); Files.write(IncrementalSSSPData.EDGES_IN_SSSP, edgesInSSSPFile, Charsets.UTF_8); verticesPath = verticesFile.toURI().toString(); edgesPath = edgesFile.toURI().toString(); edgesInSSSPPath = edgesInSSSPFile.toURI().toString(); } @Test public void testIncrementalSSSP() throws Exception { IncrementalSSSP.main(new String[]{verticesPath, edgesPath, edgesInSSSPPath, IncrementalSSSPData.SRC_EDGE_TO_BE_REMOVED, IncrementalSSSPData.TRG_EDGE_TO_BE_REMOVED, IncrementalSSSPData.VAL_EDGE_TO_BE_REMOVED, resultPath, IncrementalSSSPData.NUM_VERTICES + ""}); expected = IncrementalSSSPData.RESULTED_VERTICES; } @Test public void testIncrementalSSSPNonSPEdge() throws Exception { ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); DataSet<Vertex<Long, Double>> vertices = IncrementalSSSPData.getDefaultVertexDataSet(env); DataSet<Edge<Long, Double>> edges = IncrementalSSSPData.getDefaultEdgeDataSet(env); DataSet<Edge<Long, Double>> edgesInSSSP = IncrementalSSSPData.getDefaultEdgesInSSSP(env); // the edge to be removed is a non-SP edge Edge<Long, Double> edgeToBeRemoved = new Edge<>(3L, 5L, 5.0); Graph<Long, Double, Double> graph = Graph.fromDataSet(vertices, edges, env); // Assumption: all minimum weight paths are kept Graph<Long, Double, Double> ssspGraph = Graph.fromDataSet(vertices, edgesInSSSP, env); // remove the edge graph.removeEdge(edgeToBeRemoved); // configure the iteration ScatterGatherConfiguration parameters = new ScatterGatherConfiguration(); if(IncrementalSSSP.isInSSSP(edgeToBeRemoved, edgesInSSSP)) { parameters.setDirection(EdgeDirection.IN); parameters.setOptDegrees(true); // run the scatter gather iteration to propagate info Graph<Long, Double, Double> result = ssspGraph.runScatterGatherIteration( new IncrementalSSSP.InvalidateMessenger(edgeToBeRemoved), new IncrementalSSSP.VertexDistanceUpdater(), IncrementalSSSPData.NUM_VERTICES, parameters); DataSet<Vertex<Long, Double>> resultedVertices = result.getVertices(); resultedVertices.writeAsCsv(resultPath, "\n", ","); env.execute(); } else { vertices.writeAsCsv(resultPath, "\n", ","); env.execute(); } expected = IncrementalSSSPData.VERTICES; } @After public void after() throws Exception { TestBaseUtils.compareResultsByLinesInMemory(expected, resultPath); } }