#!/usr/bin/env python import argparse import gudhi as gd """ 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" "- 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, required=False) 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() print("##############################################################") print("AlphaComplex creation from points read in a OFF file") points = gd.read_points_from_off_file(off_file = args.file) alpha_complex = gd.AlphaComplex(points = points) if args.max_alpha_square is not None: print("with max_edge_length=", args.max_alpha_square) simplex_tree = alpha_complex.create_simplex_tree( max_alpha_square=args.max_alpha_square ) else: simplex_tree = alpha_complex.create_simplex_tree() print("Number of simplices=", simplex_tree.num_simplices()) diag = simplex_tree.persistence() print("betti_numbers()=", simplex_tree.betti_numbers()) if args.no_diagram == False: import matplotlib.pyplot as plot gd.plot_persistence_diagram(diag, band=args.band) plot.show()