/* 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): Vincent Rouvreau * * Copyright (C) 2018 Inria * * 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 CECH_COMPLEX_H_ #define CECH_COMPLEX_H_ #include // for Gudhi::Minimal_enclosing_ball_radius #include // for Gudhi::Proximity_graph #include // for GUDHI_CHECK #include // for Gudhi::cech_complex::Cech_blocker #include #include // for exception management #include namespace Gudhi { namespace cech_complex { /** * \class Cech_complex * \brief Cech complex data structure. * * \ingroup cech_complex * * \details * The data structure is a proximity graph, containing edges when the edge length is less or equal * to a given max_radius. Edge length is computed from `Gudhi::Minimal_enclosing_ball_radius` distance function. * * \tparam SimplicialComplexForProximityGraph furnishes `Vertex_handle` and `Filtration_value` type definition required * by `Gudhi::Proximity_graph`. * * \tparam ForwardPointRange must be a range for which `std::begin()` and `std::end()` methods return input * iterators on a point. `std::begin()` and `std::end()` methods are also required for a point. */ template class Cech_complex { private: // Required by compute_proximity_graph using Vertex_handle = typename SimplicialComplexForProximityGraph::Vertex_handle; using Filtration_value = typename SimplicialComplexForProximityGraph::Filtration_value; using Proximity_graph = Gudhi::Proximity_graph; // Retrieve Coordinate type from ForwardPointRange using Point_from_range_iterator = typename boost::range_const_iterator::type; using Point_from_range = typename std::iterator_traits::value_type; using Coordinate_iterator = typename boost::range_const_iterator::type; using Coordinate = typename std::iterator_traits::value_type; public: // Point and Point_cloud type definition using Point = std::vector; using Point_cloud = std::vector; public: /** \brief Cech_complex constructor from a list of points. * * @param[in] points Range of points. * @param[in] max_radius Maximal radius value. * * \tparam ForwardPointRange must be a range of Point. Point must be a range of copyable Cartesian coordinates. * */ Cech_complex(const ForwardPointRange& points, Filtration_value max_radius) : max_radius_(max_radius) { // Point cloud deep copy point_cloud_.reserve(boost::size(points)); for (auto&& point : points) point_cloud_.emplace_back(std::begin(point), std::end(point)); cech_skeleton_graph_ = Gudhi::compute_proximity_graph( point_cloud_, max_radius_, Gudhi::Minimal_enclosing_ball_radius()); } /** \brief Initializes the simplicial complex from the proximity graph and expands it until a given maximal * dimension, using the Cech blocker oracle. * * @param[in] complex SimplicialComplexForCech to be created. * @param[in] dim_max graph expansion until this given maximal dimension. * @exception std::invalid_argument In debug mode, if `complex.num_vertices()` does not return 0. * */ template void create_complex(SimplicialComplexForCechComplex& complex, int dim_max) { GUDHI_CHECK(complex.num_vertices() == 0, std::invalid_argument("Cech_complex::create_complex - simplicial complex is not empty")); // insert the proximity graph in the simplicial complex complex.insert_graph(cech_skeleton_graph_); // expand the graph until dimension dim_max complex.expansion_with_blockers(dim_max, Cech_blocker(&complex, this)); } /** @return max_radius value given at construction. */ Filtration_value max_radius() const { return max_radius_; } /** @param[in] vertex Point position in the range. * @return The point. */ const Point& get_point(Vertex_handle vertex) const { return point_cloud_[vertex]; } private: Proximity_graph cech_skeleton_graph_; Filtration_value max_radius_; Point_cloud point_cloud_; }; } // namespace cech_complex } // namespace Gudhi #endif // CECH_COMPLEX_H_