
org.apache.flink.graph.NeighborsFunctionWithVertexValue Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
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* distributed with this work for additional information
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* 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,
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*/
package org.apache.flink.graph;
import java.io.Serializable;
import org.apache.flink.api.common.functions.Function;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.util.Collector;
/**
* Interface to be implemented by the function applied to a vertex neighborhood
* in the {@link Graph#groupReduceOnNeighbors(NeighborsFunctionWithVertexValue, EdgeDirection)}
* method.
*
* @param the vertex key type
* @param the vertex value type
* @param the edge value type
* @param the type of the return value
*/
public interface NeighborsFunctionWithVertexValue extends Function, Serializable {
/**
* This method is called per vertex and can iterate over all of its neighbors
* with the specified direction.
*
* 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.
*
* The method can emit any number of output elements, including none.
*
* @param vertex the grouping Vertex
* @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(Vertex vertex, Iterable, Vertex>> neighbors, Collector out) throws Exception;
}