diff options
Diffstat (limited to 'src/python/test/test_alpha_complex.py')
| -rwxr-xr-x | src/python/test/test_alpha_complex.py | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/src/python/test/test_alpha_complex.py b/src/python/test/test_alpha_complex.py index 24f8bf53..9b27fff2 100755 --- a/src/python/test/test_alpha_complex.py +++ b/src/python/test/test_alpha_complex.py @@ -1,4 +1,8 @@ from gudhi import AlphaComplex, SimplexTree +import math +import numpy as np +import itertools +import pytest """ 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. @@ -88,3 +92,28 @@ def test_filtered_alpha(): ] assert simplex_tree.get_star([0]) == [([0], 0.0), ([0, 1], 0.25), ([0, 2], 0.25)] assert simplex_tree.get_cofaces([0], 1) == [([0, 1], 0.25), ([0, 2], 0.25)] + +def test_safe_alpha_persistence_comparison(): + #generate periodic signal + time = np.arange(0, 10, 1) + signal = [math.sin(x) for x in time] + delta = math.pi + delayed = [math.sin(x + delta) for x in time] + + #construct embedding + embedding1 = [[signal[i], -signal[i]] for i in range(len(time))] + embedding2 = [[signal[i], delayed[i]] for i in range(len(time))] + + #build alpha complex and simplex tree + alpha_complex1 = AlphaComplex(points=embedding1) + simplex_tree1 = alpha_complex1.create_simplex_tree() + + alpha_complex2 = AlphaComplex(points=embedding2) + simplex_tree2 = alpha_complex2.create_simplex_tree() + + diag1 = simplex_tree1.persistence() + diag2 = simplex_tree2.persistence() + + for (first_p, second_p) in itertools.zip_longest(diag1, diag2): + assert first_p[0] == pytest.approx(second_p[0]) + assert first_p[1] == pytest.approx(second_p[1]) |