#!/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" def is_file_perseus(file): num_lines = open(file).read().count('\n') try: f = open(file) num_dim = int(f.readline()) coeff = 1 for dim in range(0, num_dim): try: line = int(f.readline()) coeff *= abs(line) except ValueError: return False if num_lines == (1 + num_dim + coeff): return True else: return False except ValueError: return False parser = argparse.ArgumentParser(description='Periodic cubical complex from a ' 'Perseus-style file name.', epilog='Example: ' './periodic_cubical_complex_barcode_persistence_from_perseus_file_example.py' ' -f ../data/bitmap/CubicalTwoSphere.txt') parser.add_argument("-f", "--file", type=str, required=True) parser.add_argument('--no-barcode', default=False, action='store_true' , help='Flag for not to display the barcodes') args = parser.parse_args() if is_file_perseus(args.file): print("#####################################################################") print("PeriodicCubicalComplex creation") periodic_cubical_complex = gudhi.PeriodicCubicalComplex(perseus_file=args.file) print("persistence(homology_coeff_field=3, min_persistence=0)=") diag = periodic_cubical_complex.persistence(homology_coeff_field=3, min_persistence=0) print(diag) print("betti_numbers()=") print(periodic_cubical_complex.betti_numbers()) if args.no_barcode == False: gudhi.plot_persistence_barcode(diag) else: print(args.file, "is not a valid perseus style file")