/*
* 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.operations;
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.api.java.tuple.Tuple2;
import org.apache.flink.graph.Graph;
import org.apache.flink.graph.Vertex;
import org.apache.flink.graph.test.TestGraphUtils;
import org.apache.flink.graph.test.TestGraphUtils.DummyCustomType;
import org.apache.flink.test.util.MultipleProgramsTestBase;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.junit.runners.Parameterized;
import java.util.List;
@RunWith(Parameterized.class)
public class GraphCreationWithMapperITCase extends MultipleProgramsTestBase {
public GraphCreationWithMapperITCase(TestExecutionMode mode) {
super(mode);
}
private String expectedResult;
@Test
public void testWithDoubleValueMapper() throws Exception {
/*
* Test create() with edge dataset and a mapper that assigns a double constant as value
*/
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
Graph<Long, Double, Long> graph = Graph.fromDataSet(TestGraphUtils.getLongLongEdgeData(env),
new AssignDoubleValueMapper(), env);
DataSet<Vertex<Long, Double>> data = graph.getVertices();
List<Vertex<Long, Double>> result = data.collect();
expectedResult = "1,0.1\n" +
"2,0.1\n" +
"3,0.1\n" +
"4,0.1\n" +
"5,0.1\n";
compareResultAsTuples(result, expectedResult);
}
@Test
public void testWithTuple2ValueMapper() throws Exception {
/*
* Test create() with edge dataset and a mapper that assigns a Tuple2 as value
*/
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
Graph<Long, Tuple2<Long, Long>, Long> graph = Graph.fromDataSet(
TestGraphUtils.getLongLongEdgeData(env), new AssignTuple2ValueMapper(), env);
DataSet<Vertex<Long, Tuple2<Long, Long>>> data = graph.getVertices();
List<Vertex<Long, Tuple2<Long, Long>>> result = data.collect();
expectedResult = "1,(2,42)\n" +
"2,(4,42)\n" +
"3,(6,42)\n" +
"4,(8,42)\n" +
"5,(10,42)\n";
compareResultAsTuples(result, expectedResult);
}
@Test
public void testWithConstantValueMapper() throws Exception {
/*
* Test create() with edge dataset with String key type
* and a mapper that assigns a double constant as value
*/
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
Graph<String, Double, Long> graph = Graph.fromDataSet(TestGraphUtils.getStringLongEdgeData(env),
new AssignDoubleConstantMapper(), env);
DataSet<Vertex<String, Double>> data = graph.getVertices();
List<Vertex<String, Double>> result = data.collect();
expectedResult = "1,0.1\n" +
"2,0.1\n" +
"3,0.1\n" +
"4,0.1\n" +
"5,0.1\n";
compareResultAsTuples(result, expectedResult);
}
@Test
public void testWithDCustomValueMapper() throws Exception {
/*
* Test create() with edge dataset and a mapper that assigns a custom vertex value
*/
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
Graph<Long, DummyCustomType, Long> graph = Graph.fromDataSet(
TestGraphUtils.getLongLongEdgeData(env), new AssignCustomValueMapper(), env);
DataSet<Vertex<Long, DummyCustomType>> data = graph.getVertices();
List<Vertex<Long, DummyCustomType>> result = data.collect();
expectedResult = "1,(F,0)\n" +
"2,(F,1)\n" +
"3,(F,2)\n" +
"4,(F,3)\n" +
"5,(F,4)\n";
compareResultAsTuples(result, expectedResult);
}
@SuppressWarnings("serial")
private static final class AssignDoubleValueMapper implements MapFunction<Long, Double> {
public Double map(Long value) {
return 0.1d;
}
}
@SuppressWarnings("serial")
private static final class AssignTuple2ValueMapper implements MapFunction<Long, Tuple2<Long, Long>> {
public Tuple2<Long, Long> map(Long vertexId) {
return new Tuple2<>(vertexId * 2, 42L);
}
}
@SuppressWarnings("serial")
private static final class AssignDoubleConstantMapper implements MapFunction<String, Double> {
public Double map(String value) {
return 0.1d;
}
}
@SuppressWarnings("serial")
private static final class AssignCustomValueMapper implements MapFunction<Long, DummyCustomType> {
public DummyCustomType map(Long vertexId) {
return new DummyCustomType(vertexId.intValue() - 1, false);
}
}
}