File: closeness_centrality.cpp

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// (C) Copyright 2007-2009 Andrew Sutton
//
// Use, modification and distribution are subject to the
// Boost Software License, Version 1.0 (See accompanying file
// LICENSE_1_0.txt or http://www.boost.org/LICENSE_1_0.txt)

#include <iostream>
#include <vector>

#include <boost/graph/undirected_graph.hpp>
#include <boost/graph/directed_graph.hpp>
#include <boost/graph/floyd_warshall_shortest.hpp>
#include <boost/graph/closeness_centrality.hpp>
#include <boost/graph/exterior_property.hpp>
#include <boost/graph/property_maps/constant_property_map.hpp>

using namespace std;
using namespace boost;

// number of vertices in the graph
static const unsigned N = 5;

template < typename Graph > struct vertex_vector
{
    typedef graph_traits< Graph > traits;
    typedef vector< typename traits::vertex_descriptor > type;
};

template < typename Graph >
void build_graph(Graph& g, typename vertex_vector< Graph >::type& v)
{
    // add vertices
    for (size_t i = 0; i < N; ++i)
    {
        v[i] = add_vertex(g);
    }

    // add edges
    add_edge(v[0], v[1], g);
    add_edge(v[1], v[2], g);
    add_edge(v[2], v[0], g);
    add_edge(v[3], v[4], g);
    add_edge(v[4], v[0], g);
}

template < typename Graph > void test_undirected()
{
    typedef typename graph_traits< Graph >::vertex_descriptor Vertex;
    typedef typename graph_traits< Graph >::edge_descriptor Edge;

    typedef exterior_vertex_property< Graph, double > CentralityProperty;
    typedef typename CentralityProperty::container_type CentralityContainer;
    typedef typename CentralityProperty::map_type CentralityMap;

    typedef exterior_vertex_property< Graph, int > DistanceProperty;
    typedef typename DistanceProperty::matrix_type DistanceMatrix;
    typedef typename DistanceProperty::matrix_map_type DistanceMatrixMap;

    typedef constant_property_map< Edge, int > WeightMap;

    Graph g;
    vector< Vertex > v(N);
    build_graph(g, v);

    CentralityContainer centralities(num_vertices(g));
    DistanceMatrix distances(num_vertices(g));

    CentralityMap cm(centralities, g);
    DistanceMatrixMap dm(distances, g);

    WeightMap wm(1);

    floyd_warshall_all_pairs_shortest_paths(g, dm, weight_map(wm));
    all_closeness_centralities(g, dm, cm);

    BOOST_ASSERT(cm[v[0]] == double(1) / 5);
    BOOST_ASSERT(cm[v[1]] == double(1) / 7);
    BOOST_ASSERT(cm[v[2]] == double(1) / 7);
    BOOST_ASSERT(cm[v[3]] == double(1) / 9);
    BOOST_ASSERT(cm[v[4]] == double(1) / 6);
}

template < typename Graph > void test_directed()
{
    typedef typename graph_traits< Graph >::vertex_descriptor Vertex;
    typedef typename graph_traits< Graph >::edge_descriptor Edge;

    typedef exterior_vertex_property< Graph, double > CentralityProperty;
    typedef typename CentralityProperty::container_type CentralityContainer;
    typedef typename CentralityProperty::map_type CentralityMap;

    typedef exterior_vertex_property< Graph, int > DistanceProperty;
    typedef typename DistanceProperty::matrix_type DistanceMatrix;
    typedef typename DistanceProperty::matrix_map_type DistanceMatrixMap;

    typedef constant_property_map< Edge, int > WeightMap;

    Graph g;
    vector< Vertex > v(N);
    build_graph(g, v);

    CentralityContainer centralities(num_vertices(g));
    DistanceMatrix distances(num_vertices(g));

    CentralityMap cm(centralities, g);
    DistanceMatrixMap dm(distances, g);

    WeightMap wm(1);

    floyd_warshall_all_pairs_shortest_paths(g, dm, weight_map(wm));
    all_closeness_centralities(g, dm, cm);

    BOOST_ASSERT(cm[v[0]] == double(0));
    BOOST_ASSERT(cm[v[1]] == double(0));
    BOOST_ASSERT(cm[v[2]] == double(0));
    BOOST_ASSERT(cm[v[3]] == double(1) / 10);
    BOOST_ASSERT(cm[v[4]] == double(0));
}

int main(int, char*[])
{
    typedef undirected_graph<> Graph;
    typedef directed_graph<> Digraph;

    test_undirected< Graph >();
    test_directed< Digraph >();
}