/* * 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.common.typeinfo.BasicTypeInfo; 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.api.java.typeutils.TupleTypeInfo; import org.apache.flink.graph.*; import org.apache.flink.graph.test.TestGraphUtils; import org.apache.flink.util.Collector; import org.junit.Assert; import org.junit.Before; import org.junit.Test; public class TypeExtractorTest { private Graph<Long, Long, Long> inputGraph; private DataSet<Vertex<Long, Long>> vertices; private DataSet<Edge<Long, Long>> edges; private ExecutionEnvironment env; @Before public void setUp() throws Exception { env = ExecutionEnvironment.getExecutionEnvironment(); vertices = TestGraphUtils.getLongLongVertexData(env); edges = TestGraphUtils.getLongLongEdgeData(env); inputGraph = Graph.fromDataSet(vertices, edges, env); } @Test public void testMapVerticesType() throws Exception { // test type extraction in mapVertices DataSet<Vertex<Long, Tuple2<Long, Integer>>> outVertices = inputGraph.mapVertices(new VertexMapper<Long>()).getVertices(); Assert.assertTrue(new TupleTypeInfo(Vertex.class, BasicTypeInfo.LONG_TYPE_INFO, new TupleTypeInfo<Tuple2<Long, Integer>>(BasicTypeInfo.LONG_TYPE_INFO, BasicTypeInfo.INT_TYPE_INFO)) .equals(outVertices.getType())); } @Test public void testMapEdgesType() throws Exception { // test type extraction in mapEdges DataSet<Edge<Long, Tuple2<Long, Integer>>> outEdges = inputGraph.mapEdges(new EdgeMapper<Long>()).getEdges(); Assert.assertTrue(new TupleTypeInfo(Edge.class, BasicTypeInfo.LONG_TYPE_INFO, BasicTypeInfo.LONG_TYPE_INFO, new TupleTypeInfo<Tuple2<Long, Integer>>(BasicTypeInfo.LONG_TYPE_INFO, BasicTypeInfo.INT_TYPE_INFO)) .equals(outEdges.getType())); } @Test public void testFromDataSet() throws Exception { DataSet<Vertex<Long, Tuple2<Long, Integer>>> outVertices = Graph.fromDataSet(edges, new VertexInitializer<Long>(), env) .getVertices(); Assert.assertTrue(new TupleTypeInfo(Vertex.class, BasicTypeInfo.LONG_TYPE_INFO, new TupleTypeInfo<Tuple2<Long, Integer>>(BasicTypeInfo.LONG_TYPE_INFO, BasicTypeInfo.INT_TYPE_INFO)) .equals(outVertices.getType())); } @Test public void testGroupReduceOnEdges() throws Exception { DataSet<Tuple2<Long, Long>> output = inputGraph.groupReduceOnEdges(new EdgesGroupFunction<Long, Long>(), EdgeDirection.OUT); Assert.assertTrue((new TupleTypeInfo<Tuple2<Long, Long>>(BasicTypeInfo.LONG_TYPE_INFO, BasicTypeInfo.LONG_TYPE_INFO)).equals(output.getType())); } public static final class VertexMapper<K> implements MapFunction<Vertex<K, Long>, Tuple2<K, Integer>> { private final Tuple2<K, Integer> outTuple = new Tuple2<>(); @Override public Tuple2<K, Integer> map(Vertex<K, Long> inputVertex) throws Exception { return outTuple; } } public static final class EdgeMapper<K> implements MapFunction<Edge<K, Long>, Tuple2<K, Integer>> { private final Tuple2<K, Integer> outTuple = new Tuple2<>(); @Override public Tuple2<K, Integer> map(Edge<K, Long> inputEdge) throws Exception { return outTuple; } } public static final class EdgesGroupFunction<K, EV> implements EdgesFunction<K, EV, Tuple2<K, EV>> { @Override public void iterateEdges(Iterable<Tuple2<K, Edge<K, EV>>> edges, Collector<Tuple2<K, EV>> out) throws Exception { out.collect(new Tuple2<K, EV>()); } } public static final class VertexInitializer<K> implements MapFunction<K, Tuple2<K, Integer>> { @Override public Tuple2<K, Integer> map(K value) throws Exception { return null; } } }