#!/usr/bin/env python import gudhi import argparse """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) 2016 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 . """ __author__ = "Vincent Rouvreau" __copyright__ = "Copyright (C) 2016 INRIA" __license__ = "GPL v3" parser = argparse.ArgumentParser(description='RipsComplex creation from ' 'points read in a OFF file.', epilog='Example: ' 'example/rips_complex_diagram_persistence_from_off_file_example.py ' '-f ../data/points/tore3D_300.off -a 0.6' '- Constructs a Rips complex with the ' 'points from the given OFF file.') parser.add_argument("-f", "--file", type=str, required=True) parser.add_argument("-e", "--max_edge_length", type=float, default=0.5) parser.add_argument("-d", "--max_dimension", type=int, default=1) parser.add_argument("-b", "--band_boot", type=float, default=0.) parser.add_argument('--no-diagram', default=False, action='store_true' , help='Flag for not to display the diagrams') args = parser.parse_args() with open(args.file, 'r') as f: first_line = f.readline() if (first_line == 'OFF\n') or (first_line == 'nOFF\n'): print("#####################################################################") print("RipsComplex creation from points read in a OFF file") message = "RipsComplex with max_edge_length=" + repr(args.max_edge_length) print(message) rips_complex = gudhi.RipsComplex(off_file=args.file, max_edge_length=args.max_edge_length) simplex_tree = rips_complex.create_simplex_tree(max_dimension=args.max_dimension) message = "Number of simplices=" + repr(simplex_tree.num_simplices()) print(message) diag = simplex_tree.persistence() print("betti_numbers()=") print(simplex_tree.betti_numbers()) if args.no_diagram == False: pplot = gudhi.plot_persistence_diagram(diag, band_boot=args.band_boot) pplot.show() else: print(args.file, "is not a valid OFF file") f.close()