/* 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 Saclay (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 // for pair<> #include // for max namespace Gudhi { namespace bottleneck { // Diagram_point is the type of the persistence diagram's points typedef std::pair Diagram_point; // Return the used index for encoding none of the points int null_point_index(); // Persistence_diagrams_graph is the interface beetwen any external representation of the two persistence diagrams and // the bottleneck distance computation. An interface is necessary to ensure basic functions complexity. class Persistence_diagrams_graph { public: // Persistence_diagram1 and 2 are the types of any externals representations of persistence diagrams. // They have to have an iterator over points, which have to have fields first (for birth) and second (for death). template Persistence_diagrams_graph(Persistence_diagram1& diag1, Persistence_diagram2& diag2, double e = 0.); Persistence_diagrams_graph(); bool on_the_u_diagonal(int u_point_index) const; bool on_the_v_diagonal(int v_point_index) const; int corresponding_point_in_u(int v_point_index) const; int corresponding_point_in_v(int u_point_index) const; double distance(int u_point_index, int v_point_index) const; int size() const; std::vector* sorted_distances(); private: std::vector u; std::vector v; Diagram_point get_u_point(int u_point_index) const; Diagram_point get_v_point(int v_point_index) const; }; inline int null_point_index() { return -1; } template Persistence_diagrams_graph::Persistence_diagrams_graph(Persistence_diagram1& diag1, Persistence_diagram2& diag2, double e) : u(), v() { for (auto it = diag1.cbegin(); it != diag1.cend(); ++it) if (it->second - it->first > e) u.emplace_back(*it); for (auto it = diag2.cbegin(); it != diag2.cend(); ++it) if (it->second - it->first > e) v.emplace_back(*it); if (u.size() < v.size()) swap(u, v); } Persistence_diagrams_graph::Persistence_diagrams_graph() : u(), v() { } inline bool Persistence_diagrams_graph::on_the_u_diagonal(int u_point_index) const { return u_point_index >= static_cast (u.size()); } inline bool Persistence_diagrams_graph::on_the_v_diagonal(int v_point_index) const { return v_point_index >= static_cast (v.size()); } inline int Persistence_diagrams_graph::corresponding_point_in_u(int v_point_index) const { return on_the_v_diagonal(v_point_index) ? v_point_index - static_cast (v.size()) : v_point_index + static_cast (u.size()); } inline int Persistence_diagrams_graph::corresponding_point_in_v(int u_point_index) const { return on_the_u_diagonal(u_point_index) ? u_point_index - static_cast (u.size()) : u_point_index + static_cast (v.size()); } inline double Persistence_diagrams_graph::distance(int u_point_index, int v_point_index) const { // could be optimized for the case where one point is the projection of the other if (on_the_u_diagonal(u_point_index) && on_the_v_diagonal(v_point_index)) return 0; Diagram_point p_u = get_u_point(u_point_index); Diagram_point p_v = get_v_point(v_point_index); return (std::max)(std::fabs(p_u.first - p_v.first), std::fabs(p_u.second - p_v.second)); } inline int Persistence_diagrams_graph::size() const { return static_cast (u.size() + v.size()); } inline std::vector* Persistence_diagrams_graph::sorted_distances() { // could be optimized std::set sorted_distances; 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)); return new std::vector(sorted_distances.cbegin(), sorted_distances.cend()); } inline Diagram_point Persistence_diagrams_graph::get_u_point(int u_point_index) const { if (!on_the_u_diagonal(u_point_index)) return u.at(u_point_index); Diagram_point projector = v.at(corresponding_point_in_v(u_point_index)); double x = (projector.first + projector.second) / 2; return Diagram_point(x, x); } inline Diagram_point Persistence_diagrams_graph::get_v_point(int v_point_index) const { if (!on_the_v_diagonal(v_point_index)) return v.at(v_point_index); Diagram_point projector = u.at(corresponding_point_in_u(v_point_index)); double x = (projector.first + projector.second) / 2; return Diagram_point(x, x); } } // namespace bottleneck } // namespace Gudhi #endif // SRC_BOTTLENECK_INCLUDE_GUDHI_PERSISTENCE_DIAGRAMS_GRAPH_H_