/* * 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; import java.io.Serializable; import org.apache.flink.api.common.functions.Function; import org.apache.flink.api.java.tuple.Tuple3; import org.apache.flink.util.Collector; /** * Interface to be implemented by the function applied to a vertex neighborhood * in the {@link Graph#groupReduceOnNeighbors(NeighborsFunction, EdgeDirection)} * method. * * @param <K> the vertex key type * @param <VV> the vertex value type * @param <EV> the edge value type * @param <O> the type of the return value */ public interface NeighborsFunction<K, VV, EV, O> extends Function, Serializable { /** * This method is called per vertex and can iterate over all of its neighbors * with the specified direction. * <p> * If called with {@link EdgeDirection#OUT} the group will contain * the out-edges and neighboring vertices of the grouping vertex. * If called with {@link EdgeDirection#IN} the group will contain * the in-edges and neighboring vertices of the grouping vertex. * If called with {@link EdgeDirection#ALL} the group will contain * all edges and neighboring vertices of the grouping vertex. * <p> * The method can emit any number of output elements, including none. * * @param neighbors the neighbors of the grouping vertex. * The first filed of each Tuple3 is the ID of the grouping vertex. * The second field is the neighboring edge, and the third field is the neighboring vertex. * @param out the collector to emit results to * @throws Exception */ void iterateNeighbors(Iterable<Tuple3<K, Edge<K, EV>, Vertex<K, VV>>> neighbors, Collector<O> out) throws Exception; }