/* This file is part of the Gudhi Library. The Gudhi library * (Geometric Understanding in Higher Dimensions) is a generic C++ * library for computational topology. * * Author(s): Francois Godi * * Copyright (C) 2015 INRIA Sophia-Antipolis (France) * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see . */ #ifndef SRC_BOTTLENECK_INCLUDE_GUDHI_PERSISTENCE_DIAGRAMS_GRAPH_H_ #define SRC_BOTTLENECK_INCLUDE_GUDHI_PERSISTENCE_DIAGRAMS_GRAPH_H_ #include #include #include #include #include #include #include #include namespace Gudhi { namespace Bottleneck_distance { /** \internal \brief Structure representing an euclidean bipartite graph containing * the points from the two persistence diagrams (including the projections). * * \ingroup bottleneck_distance */ class Persistence_diagrams_graph { public: /** \internal \brief Initializer taking 2 Point (concept) ranges as parameters. */ template static void initialize(const Persistence_diagram1& diag1, const Persistence_diagram2& diag2, double e); /** \internal \brief Is the given point from U the projection of a point in V ? */ static bool on_the_u_diagonal(int u_point_index); /** \internal \brief Is the given point from V the projection of a point in U ? */ static bool on_the_v_diagonal(int v_point_index); /** \internal \brief Given a point from V, returns the corresponding (projection or projector) point in U. */ static int corresponding_point_in_u(int v_point_index); /** \internal \brief Given a point from U, returns the corresponding (projection or projector) point in V. */ static int corresponding_point_in_v(int u_point_index); /** \internal \brief Given a point from U and a point from V, returns the distance between those points. */ static double distance(int u_point_index, int v_point_index); /** \internal \brief Returns size = |U| = |V|. */ static int size(); /** \internal \brief Returns the O(n^2) sorted distances between the points. */ static std::shared_ptr< std::vector > sorted_distances(); /** \internal \brief Returns an upper bound of the diameter of the convex hull */ static double diameter(); private: static std::vector u; static std::vector v; static Internal_point get_u_point(int u_point_index); static Internal_point get_v_point(int v_point_index); friend class Naive_pnf; friend class Cgal_pnf; }; /** \internal \typedef \brief Shorter alias */ typedef Persistence_diagrams_graph G; // static initialization std::vector G::u = [] {return std::vector();}(); std::vector G::v = [] {return std::vector();}(); template inline void G::initialize(const Persistence_diagram1 &diag1, const Persistence_diagram2 &diag2, double e){ u.clear(); v.clear(); for (auto it = diag1.cbegin(); it != diag1.cend(); ++it) if (it->second - it->first > e) u.push_back(Internal_point(it->first, it->second, u.size())); for (auto it = diag2.cbegin(); it != diag2.cend(); ++it) if (it->second - it->first > e) v.push_back(Internal_point(it->first, it->second, v.size())); if (u.size() < v.size()) swap(u, v); } inline bool G::on_the_u_diagonal(int u_point_index) { return u_point_index >= static_cast (u.size()); } inline bool G::on_the_v_diagonal(int v_point_index) { return v_point_index >= static_cast (v.size()); } inline int G::corresponding_point_in_u(int v_point_index) { return on_the_v_diagonal(v_point_index) ? v_point_index - static_cast (v.size()) : v_point_index + static_cast (u.size()); } inline int G::corresponding_point_in_v(int u_point_index) { return on_the_u_diagonal(u_point_index) ? u_point_index - static_cast (u.size()) : u_point_index + static_cast (v.size()); } inline double G::distance(int u_point_index, int v_point_index) { if (on_the_u_diagonal(u_point_index) && on_the_v_diagonal(v_point_index)) return 0; Internal_point p_u = get_u_point(u_point_index); Internal_point p_v = get_v_point(v_point_index); return std::max(std::fabs(p_u.x() - p_v.x()), std::fabs(p_u.y() - p_v.y())); } inline int G::size() { return static_cast (u.size() + v.size()); } inline std::shared_ptr< std::vector > G::sorted_distances() { // could be optimized std::set sorted_distances; sorted_distances.emplace(0.); for (int u_point_index = 0; u_point_index < size(); ++u_point_index) for (int v_point_index = 0; v_point_index < size(); ++v_point_index) sorted_distances.emplace(distance(u_point_index, v_point_index)); std::shared_ptr< std::vector > sd_up(new std::vector(sorted_distances.cbegin(), sorted_distances.cend())); return sd_up; } inline Internal_point G::get_u_point(int u_point_index) { if (!on_the_u_diagonal(u_point_index)) return u.at(u_point_index); Internal_point projector = v.at(corresponding_point_in_v(u_point_index)); double m = (projector.x() + projector.y()) / 2; return Internal_point(m,m,u_point_index); } inline Internal_point G::get_v_point(int v_point_index) { if (!on_the_v_diagonal(v_point_index)) return v.at(v_point_index); Internal_point projector = u.at(corresponding_point_in_u(v_point_index)); double m = (projector.x() + projector.y()) / 2; return Internal_point(m,m,v_point_index); } inline double G::diameter() { double max = 0.; for(auto it = u.cbegin(); it != u.cend(); it++) max = std::max(max,it->y()); for(auto it = v.cbegin(); it != v.cend(); it++) max = std::max(max,it->y()); return max; } } // namespace Bottleneck_distance } // namespace Gudhi #endif // SRC_BOTTLENECK_INCLUDE_GUDHI_PERSISTENCE_DIAGRAMS_GRAPH_H_