[857] | 1 | //
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| 2 | //=======================================================================
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| 3 | // Copyright 1997, 1998, 1999, 2000 University of Notre Dame.
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| 4 | // Authors: Andrew Lumsdaine, Lie-Quan Lee, Jeremy G. Siek
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| 5 | //
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| 6 | // Distributed under the Boost Software License, Version 1.0. (See
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| 7 | // accompanying file LICENSE_1_0.txt or copy at
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| 8 | // http://www.boost.org/LICENSE_1_0.txt)
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| 9 | //=======================================================================
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| 10 | //
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| 11 |
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| 12 | #ifndef BOOST_GRAPH_STRONG_COMPONENTS_HPP
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| 13 | #define BOOST_GRAPH_STRONG_COMPONENTS_HPP
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| 14 |
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| 15 | #include <stack>
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| 16 | #include <boost/config.hpp>
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| 17 | #include <boost/graph/depth_first_search.hpp>
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| 18 | #include <boost/type_traits/conversion_traits.hpp>
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| 19 | #include <boost/static_assert.hpp>
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| 20 |
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| 21 | namespace boost {
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| 22 |
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| 23 | //==========================================================================
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| 24 | // This is Tarjan's algorithm for strongly connected components
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| 25 | // from his paper "Depth first search and linear graph algorithms".
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| 26 | // It calculates the components in a single application of DFS.
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| 27 | // We implement the algorithm as a dfs-visitor.
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| 28 |
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| 29 | namespace detail {
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| 30 |
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| 31 | template <typename ComponentMap, typename RootMap, typename DiscoverTime,
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| 32 | typename Stack>
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| 33 | class tarjan_scc_visitor : public dfs_visitor<>
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| 34 | {
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| 35 | typedef typename property_traits<ComponentMap>::value_type comp_type;
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| 36 | typedef typename property_traits<DiscoverTime>::value_type time_type;
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| 37 | public:
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| 38 | tarjan_scc_visitor(ComponentMap comp_map, RootMap r, DiscoverTime d,
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| 39 | comp_type& c_, Stack& s_)
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| 40 | : c(c_), comp(comp_map), root(r), discover_time(d),
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| 41 | dfs_time(time_type()), s(s_) { }
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| 42 |
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| 43 | template <typename Graph>
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| 44 | void discover_vertex(typename graph_traits<Graph>::vertex_descriptor v,
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| 45 | const Graph&) {
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| 46 | put(root, v, v);
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| 47 | put(comp, v, (std::numeric_limits<comp_type>::max)());
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| 48 | put(discover_time, v, dfs_time++);
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| 49 | s.push(v);
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| 50 | }
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| 51 | template <typename Graph>
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| 52 | void finish_vertex(typename graph_traits<Graph>::vertex_descriptor v,
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| 53 | const Graph& g) {
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| 54 | typename graph_traits<Graph>::vertex_descriptor w;
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| 55 | typename graph_traits<Graph>::out_edge_iterator ei, ei_end;
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| 56 | for (tie(ei, ei_end) = out_edges(v, g); ei != ei_end; ++ei) {
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| 57 | w = target(*ei, g);
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| 58 | if (get(comp, w) == (std::numeric_limits<comp_type>::max)())
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| 59 | put(root, v, this->min_discover_time(get(root,v), get(root,w)));
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| 60 | }
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| 61 | if (get(root, v) == v) {
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| 62 | do {
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| 63 | w = s.top(); s.pop();
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| 64 | put(comp, w, c);
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| 65 | } while (w != v);
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| 66 | ++c;
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| 67 | }
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| 68 | }
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| 69 | private:
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| 70 | template <typename Vertex>
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| 71 | Vertex min_discover_time(Vertex u, Vertex v) {
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| 72 | return get(discover_time, u) < get(discover_time,v) ? u : v;
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| 73 | }
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| 74 |
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| 75 | comp_type& c;
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| 76 | ComponentMap comp;
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| 77 | RootMap root;
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| 78 | DiscoverTime discover_time;
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| 79 | time_type dfs_time;
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| 80 | Stack& s;
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| 81 | };
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| 82 |
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| 83 | template <class Graph, class ComponentMap, class RootMap,
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| 84 | class DiscoverTime, class P, class T, class R>
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| 85 | typename property_traits<ComponentMap>::value_type
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| 86 | strong_components_impl
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| 87 | (const Graph& g, // Input
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| 88 | ComponentMap comp, // Output
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| 89 | // Internal record keeping
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| 90 | RootMap root,
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| 91 | DiscoverTime discover_time,
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| 92 | const bgl_named_params<P, T, R>& params)
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| 93 | {
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| 94 | typedef typename graph_traits<Graph>::vertex_descriptor Vertex;
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| 95 | function_requires< ReadWritePropertyMapConcept<ComponentMap, Vertex> >();
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| 96 | function_requires< ReadWritePropertyMapConcept<RootMap, Vertex> >();
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| 97 | typedef typename property_traits<RootMap>::value_type RootV;
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| 98 | function_requires< ConvertibleConcept<RootV, Vertex> >();
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| 99 | function_requires< ReadWritePropertyMapConcept<DiscoverTime, Vertex> >();
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| 100 |
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| 101 | typename property_traits<ComponentMap>::value_type total = 0;
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| 102 |
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| 103 | std::stack<Vertex> s;
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| 104 | detail::tarjan_scc_visitor<ComponentMap, RootMap, DiscoverTime,
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| 105 | std::stack<Vertex> >
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| 106 | vis(comp, root, discover_time, total, s);
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| 107 | depth_first_search(g, params.visitor(vis));
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| 108 | return total;
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| 109 | }
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| 110 |
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| 111 | //-------------------------------------------------------------------------
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| 112 | // The dispatch functions handle the defaults for the rank and discover
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| 113 | // time property maps.
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| 114 | // dispatch with class specialization to avoid VC++ bug
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| 115 |
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| 116 | template <class DiscoverTimeMap>
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| 117 | struct strong_comp_dispatch2 {
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| 118 | template <class Graph, class ComponentMap, class RootMap, class P, class T, class R>
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| 119 | inline static typename property_traits<ComponentMap>::value_type
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| 120 | apply(const Graph& g,
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| 121 | ComponentMap comp,
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| 122 | RootMap r_map,
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| 123 | const bgl_named_params<P, T, R>& params,
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| 124 | DiscoverTimeMap time_map)
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| 125 | {
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| 126 | return strong_components_impl(g, comp, r_map, time_map, params);
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| 127 | }
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| 128 | };
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| 129 |
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| 130 |
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| 131 | template <>
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| 132 | struct strong_comp_dispatch2<detail::error_property_not_found> {
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| 133 | template <class Graph, class ComponentMap, class RootMap,
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| 134 | class P, class T, class R>
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| 135 | inline static typename property_traits<ComponentMap>::value_type
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| 136 | apply(const Graph& g,
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| 137 | ComponentMap comp,
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| 138 | RootMap r_map,
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| 139 | const bgl_named_params<P, T, R>& params,
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| 140 | detail::error_property_not_found)
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| 141 | {
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| 142 | typedef typename graph_traits<Graph>::vertices_size_type size_type;
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| 143 | size_type n = num_vertices(g) > 0 ? num_vertices(g) : 1;
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| 144 | std::vector<size_type> time_vec(n);
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| 145 | return strong_components_impl
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| 146 | (g, comp, r_map,
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| 147 | make_iterator_property_map(time_vec.begin(), choose_const_pmap
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| 148 | (get_param(params, vertex_index),
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| 149 | g, vertex_index), time_vec[0]),
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| 150 | params);
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| 151 | }
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| 152 | };
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| 153 |
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| 154 | template <class Graph, class ComponentMap, class RootMap,
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| 155 | class P, class T, class R, class DiscoverTimeMap>
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| 156 | inline typename property_traits<ComponentMap>::value_type
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| 157 | scc_helper2(const Graph& g,
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| 158 | ComponentMap comp,
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| 159 | RootMap r_map,
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| 160 | const bgl_named_params<P, T, R>& params,
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| 161 | DiscoverTimeMap time_map)
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| 162 | {
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| 163 | return strong_comp_dispatch2<DiscoverTimeMap>::apply(g, comp, r_map, params, time_map);
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| 164 | }
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| 165 |
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| 166 | template <class RootMap>
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| 167 | struct strong_comp_dispatch1 {
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| 168 |
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| 169 | template <class Graph, class ComponentMap, class P, class T, class R>
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| 170 | inline static typename property_traits<ComponentMap>::value_type
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| 171 | apply(const Graph& g,
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| 172 | ComponentMap comp,
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| 173 | const bgl_named_params<P, T, R>& params,
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| 174 | RootMap r_map)
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| 175 | {
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| 176 | return scc_helper2(g, comp, r_map, params, get_param(params, vertex_discover_time));
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| 177 | }
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| 178 | };
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| 179 | template <>
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| 180 | struct strong_comp_dispatch1<detail::error_property_not_found> {
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| 181 |
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| 182 | template <class Graph, class ComponentMap,
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| 183 | class P, class T, class R>
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| 184 | inline static typename property_traits<ComponentMap>::value_type
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| 185 | apply(const Graph& g,
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| 186 | ComponentMap comp,
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| 187 | const bgl_named_params<P, T, R>& params,
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| 188 | detail::error_property_not_found)
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| 189 | {
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| 190 | typedef typename graph_traits<Graph>::vertex_descriptor Vertex;
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| 191 | typename std::vector<Vertex>::size_type
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| 192 | n = num_vertices(g) > 0 ? num_vertices(g) : 1;
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| 193 | std::vector<Vertex> root_vec(n);
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| 194 | return scc_helper2
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| 195 | (g, comp,
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| 196 | make_iterator_property_map(root_vec.begin(), choose_const_pmap
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| 197 | (get_param(params, vertex_index),
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| 198 | g, vertex_index), root_vec[0]),
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| 199 | params,
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| 200 | get_param(params, vertex_discover_time));
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| 201 | }
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| 202 | };
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| 203 |
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| 204 | template <class Graph, class ComponentMap, class RootMap,
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| 205 | class P, class T, class R>
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| 206 | inline typename property_traits<ComponentMap>::value_type
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| 207 | scc_helper1(const Graph& g,
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| 208 | ComponentMap comp,
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| 209 | const bgl_named_params<P, T, R>& params,
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| 210 | RootMap r_map)
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| 211 | {
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| 212 | return detail::strong_comp_dispatch1<RootMap>::apply(g, comp, params,
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| 213 | r_map);
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| 214 | }
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| 215 |
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| 216 | } // namespace detail
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| 217 |
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| 218 | template <class Graph, class ComponentMap,
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| 219 | class P, class T, class R>
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| 220 | inline typename property_traits<ComponentMap>::value_type
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| 221 | strong_components(const Graph& g, ComponentMap comp,
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| 222 | const bgl_named_params<P, T, R>& params)
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| 223 | {
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| 224 | typedef typename graph_traits<Graph>::directed_category DirCat;
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| 225 | BOOST_STATIC_ASSERT((is_convertible<DirCat*, directed_tag*>::value == true));
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| 226 | return detail::scc_helper1(g, comp, params,
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| 227 | get_param(params, vertex_root_t()));
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| 228 | }
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| 229 |
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| 230 | template <class Graph, class ComponentMap>
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| 231 | inline typename property_traits<ComponentMap>::value_type
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| 232 | strong_components(const Graph& g, ComponentMap comp)
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| 233 | {
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| 234 | typedef typename graph_traits<Graph>::directed_category DirCat;
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| 235 | BOOST_STATIC_ASSERT((is_convertible<DirCat*, directed_tag*>::value == true));
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| 236 | bgl_named_params<int, int> params(0);
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| 237 | return strong_components(g, comp, params);
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| 238 | }
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| 239 |
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| 240 | template <typename Graph, typename ComponentMap, typename ComponentLists>
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| 241 | void build_component_lists
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| 242 | (const Graph& g,
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| 243 | typename graph_traits<Graph>::vertices_size_type num_scc,
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| 244 | ComponentMap component_number,
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| 245 | ComponentLists& components)
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| 246 | {
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| 247 | components.resize(num_scc);
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| 248 | typename graph_traits<Graph>::vertex_iterator vi, vi_end;
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| 249 | for (tie(vi, vi_end) = vertices(g); vi != vi_end; ++vi)
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| 250 | components[component_number[*vi]].push_back(*vi);
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| 251 | }
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| 252 |
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| 253 |
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| 254 | } // namespace boost
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| 255 |
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| 256 | #include <queue>
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| 257 | #include <vector>
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| 258 | #include <boost/graph/transpose_graph.hpp>
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| 259 | #include <boost/pending/indirect_cmp.hpp>
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| 260 | #include <boost/graph/connected_components.hpp> // for components_recorder
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| 261 |
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| 262 | namespace boost {
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| 263 |
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| 264 | //==========================================================================
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| 265 | // This is the version of strongly connected components from
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| 266 | // "Intro. to Algorithms" by Cormen, Leiserson, Rivest, which was
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| 267 | // adapted from "Data Structure and Algorithms" by Aho, Hopcroft,
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| 268 | // and Ullman, who credit the algorithm to S.R. Kosaraju and M. Sharir.
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| 269 | // The algorithm is based on computing DFS forests the graph
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| 270 | // and its transpose.
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| 271 |
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| 272 | // This algorithm is slower than Tarjan's by a constant factor, uses
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| 273 | // more memory, and puts more requirements on the graph type.
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| 274 |
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| 275 | template <class Graph, class DFSVisitor, class ComponentsMap,
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| 276 | class DiscoverTime, class FinishTime,
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| 277 | class ColorMap>
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| 278 | typename property_traits<ComponentsMap>::value_type
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| 279 | kosaraju_strong_components(Graph& G, ComponentsMap c,
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| 280 | FinishTime finish_time, ColorMap color)
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| 281 | {
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| 282 | function_requires< MutableGraphConcept<Graph> >();
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| 283 | // ...
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| 284 |
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| 285 | typedef typename graph_traits<Graph>::vertex_descriptor Vertex;
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| 286 | typedef typename property_traits<ColorMap>::value_type ColorValue;
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| 287 | typedef color_traits<ColorValue> Color;
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| 288 | typename property_traits<FinishTime>::value_type time = 0;
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| 289 | depth_first_search
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| 290 | (G, make_dfs_visitor(stamp_times(finish_time, time, on_finish_vertex())),
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| 291 | color);
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| 292 |
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| 293 | Graph G_T(num_vertices(G));
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| 294 | transpose_graph(G, G_T);
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| 295 |
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| 296 | typedef typename property_traits<ComponentsMap>::value_type count_type;
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| 297 |
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| 298 | count_type c_count(0);
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| 299 | detail::components_recorder<ComponentsMap>
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| 300 | vis(c, c_count);
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| 301 |
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| 302 | // initialize G_T
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| 303 | typename graph_traits<Graph>::vertex_iterator ui, ui_end;
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| 304 | for (tie(ui, ui_end) = vertices(G_T); ui != ui_end; ++ui)
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| 305 | put(color, *ui, Color::white());
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| 306 |
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| 307 | typedef typename property_traits<FinishTime>::value_type D;
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| 308 | typedef indirect_cmp< FinishTime, std::less<D> > Compare;
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| 309 |
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| 310 | Compare fl(finish_time);
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| 311 | std::priority_queue<Vertex, std::vector<Vertex>, Compare > Q(fl);
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| 312 |
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| 313 | typename graph_traits<Graph>::vertex_iterator i, j, iend, jend;
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| 314 | tie(i, iend) = vertices(G_T);
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| 315 | tie(j, jend) = vertices(G);
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| 316 | for ( ; i != iend; ++i, ++j) {
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| 317 | put(finish_time, *i, get(finish_time, *j));
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| 318 | Q.push(*i);
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| 319 | }
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| 320 |
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| 321 | while ( !Q.empty() ) {
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| 322 | Vertex u = Q.top();
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| 323 | Q.pop();
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| 324 | if (get(color, u) == Color::white()) {
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| 325 | depth_first_visit(G_T, u, vis, color);
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| 326 | ++c_count;
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| 327 | }
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| 328 | }
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| 329 | return c_count;
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| 330 | }
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| 331 |
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| 332 | } // namespace boost
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| 333 |
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| 334 | #endif // BOOST_GRAPH_STRONG_COMPONENTS_HPP
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