/* * 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.java.ExecutionEnvironment; import org.apache.flink.graph.Graph; import org.apache.flink.graph.Vertex; import org.apache.flink.graph.examples.data.LabelPropagationData; import org.apache.flink.test.util.MultipleProgramsTestBase; 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 LabelPropagationITCase extends MultipleProgramsTestBase { public LabelPropagationITCase(TestExecutionMode mode) { super(mode); } private String expectedResult; @Test public void testSingleIteration() throws Exception { /* * Test one iteration of label propagation example with a simple graph */ ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); Graph<Long, Long, NullValue> inputGraph = Graph.fromDataSet( LabelPropagationData.getDefaultVertexSet(env), LabelPropagationData.getDefaultEdgeDataSet(env), env); List<Vertex<Long, Long>> result = inputGraph .run(new LabelPropagation<Long, Long, NullValue>(1)) .collect(); expectedResult = LabelPropagationData.LABELS_AFTER_1_ITERATION; compareResultAsTuples(result, expectedResult); } @Test public void testTieBreaker() throws Exception { /* * Test the label propagation example where a tie must be broken */ ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment(); Graph<Long, Long, NullValue> inputGraph = Graph.fromDataSet( LabelPropagationData.getTieVertexSet(env), LabelPropagationData.getTieEdgeDataSet(env), env); List<Vertex<Long, Long>> result = inputGraph .run(new LabelPropagation<Long, Long, NullValue>(1)) .collect(); expectedResult = LabelPropagationData.LABELS_WITH_TIE; compareResultAsTuples(result, expectedResult); } }