#!/usr/bin/env python import argparse import matplotlib.pyplot as plot import gudhi """ 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): Vincent Rouvreau Copyright (C) 2016 Inria Modification(s): - YYYY/MM Author: Description of the modification """ __author__ = "Vincent Rouvreau" __copyright__ = "Copyright (C) 2016 Inria" __license__ = "MIT" parser = argparse.ArgumentParser( description="AlphaComplex creation from " "points read in a OFF file.", epilog="Example: " "example/alpha_complex_diagram_persistence_from_off_file_example.py " "-f ../data/points/tore3D_300.off -a 0.6" "- Constructs a alpha complex with the " "points from the given OFF file.", ) parser.add_argument("-f", "--file", type=str, required=True) parser.add_argument("-a", "--max_alpha_square", type=float, default=0.5) parser.add_argument("-b", "--band", type=float, default=0.0) 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("AlphaComplex creation from points read in a OFF file") message = "AlphaComplex with max_edge_length=" + repr(args.max_alpha_square) print(message) alpha_complex = gudhi.AlphaComplex(off_file=args.file) simplex_tree = alpha_complex.create_simplex_tree( max_alpha_square=args.max_alpha_square ) 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: gudhi.plot_persistence_diagram(diag, band=args.band) plot.show() else: print(args.file, "is not a valid OFF file") f.close()