From 24cf70e130a5e999cb16de3fcecd7c53d98c381b Mon Sep 17 00:00:00 2001 From: vrouvrea Date: Wed, 8 Jun 2016 06:21:53 +0000 Subject: Add example rips_complex_from_file_example.py to compare with alpha complex. Modify existing examples. git-svn-id: svn+ssh://scm.gforge.inria.fr/svnroot/gudhi/branches/ST_cythonize@1260 636b058d-ea47-450e-bf9e-a15bfbe3eedb Former-commit-id: df5ac5ac6ad0427d9f943a632b36802581043760 --- .../example/alpha_complex_from_file_example.py | 2 + .../example/rips_complex_from_file_example.py | 62 ++++++++++++++++++++++ src/cython/example/rips_persistence_diagram.py | 2 +- 3 files changed, 65 insertions(+), 1 deletion(-) create mode 100755 src/cython/example/rips_complex_from_file_example.py (limited to 'src/cython/example') diff --git a/src/cython/example/alpha_complex_from_file_example.py b/src/cython/example/alpha_complex_from_file_example.py index da7ae857..d1040e83 100755 --- a/src/cython/example/alpha_complex_from_file_example.py +++ b/src/cython/example/alpha_complex_from_file_example.py @@ -46,6 +46,8 @@ args = parser.parse_args() points = pandas.read_csv(args.file, header=None) +print("AlphaComplex with max_alpha_square=0.5") + alpha_complex = gudhi.AlphaComplex(points=points.values, max_alpha_square=0.5) diff --git a/src/cython/example/rips_complex_from_file_example.py b/src/cython/example/rips_complex_from_file_example.py new file mode 100755 index 00000000..1831a5e9 --- /dev/null +++ b/src/cython/example/rips_complex_from_file_example.py @@ -0,0 +1,62 @@ +#!/usr/bin/env python + +import gudhi +import pandas +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" + +print("#####################################################################") +print("RipsComplex creation from points read in a file") + +parser = argparse.ArgumentParser(description='RipsComplex creation from ' + 'points read in a file.', + epilog='Example: ' + 'example/rips_complex_from_file_example.py ' + 'data/500_random_points_on_3D_Torus.csv ' + '- Constructs a rips complex with the ' + 'points from the given file. File format ' + 'is X1, X2, ..., Xn') +parser.add_argument('file', type=argparse.FileType('r')) +args = parser.parse_args() + +points = pandas.read_csv(args.file, header=None) + +print("RipsComplex with max_edge_length=1.9") + +rips_complex = gudhi.RipsComplex(points=points.values, + max_dimension=len(points.values[0]), max_edge_length=1.9) + +rips_complex.initialize_filtration() +diag = rips_complex.persistence(homology_coeff_field=2, min_persistence=0.1) + +print("betti_numbers()=") +print(rips_complex.betti_numbers()) + +gudhi.diagram_persistence(diag) + +gudhi.bar_code_persistence(diag) diff --git a/src/cython/example/rips_persistence_diagram.py b/src/cython/example/rips_persistence_diagram.py index 57f25b22..fddea298 100755 --- a/src/cython/example/rips_persistence_diagram.py +++ b/src/cython/example/rips_persistence_diagram.py @@ -36,4 +36,4 @@ rips = gudhi.RipsComplex(points=[[0, 0], [1, 0], [0, 1], [1, 1]], diag = rips.persistence(homology_coeff_field=2, min_persistence=0) print("diag=", diag) -gudhi.bar_code_persistence(diag) +gudhi.diagram_persistence(diag) -- cgit v1.2.3