/* * 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; 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.graph.Edge; import org.apache.flink.graph.Graph; import org.apache.flink.graph.Vertex; import org.apache.flink.graph.asm.translate.Translate; import org.apache.flink.graph.asm.translate.translators.LongToLongValue; import org.apache.flink.graph.examples.data.ConnectedComponentsDefaultData; import org.apache.flink.graph.examples.data.SingleSourceShortestPathsData; import org.apache.flink.graph.library.GSAConnectedComponents; import org.apache.flink.graph.library.GSASingleSourceShortestPaths; import org.apache.flink.graph.utils.GraphUtils.IdentityMapper; import org.apache.flink.test.util.MultipleProgramsTestBase; import org.apache.flink.types.LongValue; import org.apache.flink.types.NullValue; import org.junit.Test; import org.junit.runner.RunWith; import org.junit.runners.Parameterized; import java.util.List; @RunWith(Parameterized.class) public class GatherSumApplyITCase extends MultipleProgramsTestBase { public GatherSumApplyITCase(TestExecutionMode mode) { super(mode); } // -------------------------------------------------------------------------------------------- // Connected Components Test // -------------------------------------------------------------------------------------------- private String expectedResultCC = "1,1\n" + "2,1\n" + "3,1\n" + "4,1\n"; @Test public void testConnectedComponentsWithObjectReuseDisabled() throws Exception { final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); env.getConfig().disableObjectReuse(); Graph<Long, Long, NullValue> inputGraph = Graph.fromDataSet( ConnectedComponentsDefaultData.getDefaultEdgeDataSet(env), new IdentityMapper<Long>(), env); List<Vertex<Long, Long>> result = inputGraph.run( new GSAConnectedComponents<Long, Long, NullValue>(16)).collect(); compareResultAsTuples(result, expectedResultCC); } @Test public void testConnectedComponentsWithObjectReuseEnabled() throws Exception { final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); env.getConfig().enableObjectReuse(); DataSet<Edge<LongValue, NullValue>> edges = Translate.translateEdgeIds( ConnectedComponentsDefaultData.getDefaultEdgeDataSet(env), new LongToLongValue()); Graph<LongValue, LongValue, NullValue> inputGraph = Graph.fromDataSet( edges, new IdentityMapper<LongValue>(), env); List<Vertex<LongValue, LongValue>> result = inputGraph.run( new GSAConnectedComponents<LongValue, LongValue, NullValue>(16)).collect(); compareResultAsTuples(result, expectedResultCC); } // -------------------------------------------------------------------------------------------- // Single Source Shortest Path Test // -------------------------------------------------------------------------------------------- @Test public void testSingleSourceShortestPaths() throws Exception { final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); Graph<Long, NullValue, Double> inputGraph = Graph.fromDataSet( SingleSourceShortestPathsData.getDefaultEdgeDataSet(env), new InitMapperSSSP(), env); List<Vertex<Long, Double>> result = inputGraph.run( new GSASingleSourceShortestPaths<Long, NullValue>(1L, 16)).collect(); String expectedResult = "1,0.0\n" + "2,12.0\n" + "3,13.0\n" + "4,47.0\n" + "5,48.0\n"; compareResultAsTuples(result, expectedResult); } @SuppressWarnings("serial") private static final class InitMapperSSSP implements MapFunction<Long, NullValue> { public NullValue map(Long value) { return NullValue.getInstance(); } } }