/* This file is part of the Gudhi Library - https://gudhi.inria.fr/ - which is released under MIT. * See file LICENSE or go to https://gudhi.inria.fr/licensing/ for full license details. * Author(s): Pawel Dlotko, Vincent Rouvreau * * Copyright (C) 2016 Inria * * Modification(s): * - YYYY/MM Author: Description of the modification */ #include #include #include #include #include #include #include #include // infinity // Types definition using Simplex_tree = Gudhi::Simplex_tree; using Filtration_value = Simplex_tree::Filtration_value; using Rips_complex = Gudhi::rips_complex::Rips_complex; using Field_Zp = Gudhi::persistent_cohomology::Field_Zp; using Persistent_cohomology = Gudhi::persistent_cohomology::Persistent_cohomology; using Distance_matrix = std::vector>; void program_options(int argc, char* argv[], std::string& csv_matrix_file, std::string& filediag, Filtration_value& threshold, int& dim_max, int& p, Filtration_value& min_persistence); int main(int argc, char* argv[]) { std::string csv_matrix_file; std::string filediag; Filtration_value threshold; int dim_max; int p; Filtration_value min_persistence; program_options(argc, argv, csv_matrix_file, filediag, threshold, dim_max, p, min_persistence); Distance_matrix distances = Gudhi::read_lower_triangular_matrix_from_csv_file(csv_matrix_file); Rips_complex rips_complex_from_file(distances, threshold); // Construct the Rips complex in a Simplex Tree Simplex_tree simplex_tree; rips_complex_from_file.create_complex(simplex_tree, dim_max); std::clog << "The complex contains " << simplex_tree.num_simplices() << " simplices \n"; std::clog << " and has dimension " << simplex_tree.dimension() << " \n"; // Compute the persistence diagram of the complex Persistent_cohomology pcoh(simplex_tree); // initializes the coefficient field for homology pcoh.init_coefficients(p); pcoh.compute_persistent_cohomology(min_persistence); // Output the diagram in filediag if (filediag.empty()) { pcoh.output_diagram(); } else { std::ofstream out(filediag); pcoh.output_diagram(out); out.close(); } return 0; } void program_options(int argc, char* argv[], std::string& csv_matrix_file, std::string& filediag, Filtration_value& threshold, int& dim_max, int& p, Filtration_value& min_persistence) { namespace po = boost::program_options; po::options_description hidden("Hidden options"); hidden.add_options()( "input-file", po::value(&csv_matrix_file), "Name of file containing a distance matrix. Can be square or lower triangular matrix. Separator is ';'."); po::options_description visible("Allowed options", 100); visible.add_options()("help,h", "produce help message")( "output-file,o", po::value(&filediag)->default_value(std::string()), "Name of file in which the persistence diagram is written. Default print in std::clog")( "max-edge-length,r", po::value(&threshold)->default_value(std::numeric_limits::infinity()), "Maximal length of an edge for the Rips complex construction.")( "cpx-dimension,d", po::value(&dim_max)->default_value(1), "Maximal dimension of the Rips complex we want to compute.")( "field-charac,p", po::value(&p)->default_value(11), "Characteristic p of the coefficient field Z/pZ for computing homology.")( "min-persistence,m", po::value(&min_persistence), "Minimal lifetime of homology feature to be recorded. Default is 0. Enter a negative value to see zero length " "intervals"); po::positional_options_description pos; pos.add("input-file", 1); po::options_description all; all.add(visible).add(hidden); po::variables_map vm; po::store(po::command_line_parser(argc, argv).options(all).positional(pos).run(), vm); po::notify(vm); if (vm.count("help") || !vm.count("input-file")) { std::clog << std::endl; std::clog << "Compute the persistent homology with coefficient field Z/pZ \n"; std::clog << "of a Rips complex defined on a set of distance matrix.\n \n"; std::clog << "The output diagram contains one bar per line, written with the convention: \n"; std::clog << " p dim b d \n"; std::clog << "where dim is the dimension of the homological feature,\n"; std::clog << "b and d are respectively the birth and death of the feature and \n"; std::clog << "p is the characteristic of the field Z/pZ used for homology coefficients." << std::endl << std::endl; std::clog << "Usage: " << argv[0] << " [options] input-file" << std::endl << std::endl; std::clog << visible << std::endl; exit(-1); } }