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authorVincent Rouvreau <10407034+VincentRouvreau@users.noreply.github.com>2019-09-10 11:23:03 +0200
committerGitHub <noreply@github.com>2019-09-10 11:23:03 +0200
commit9d5ddcac38d43c9df813c0ca4a37b7dc48c68913 (patch)
treed6e893623f5c621a2bd356bc053d7c0d71aa9234 /src/python/test/test_rips_complex.py
parentf510a7e607b46ba8cc118cd787ff9b0b8bff091f (diff)
parent2a313b489f1412f7e9d65681cea622d88828cba3 (diff)
Merge pull request #91 from VincentRouvreau/split_gudhi_python_in_modules
Split gudhi python in modules
Diffstat (limited to 'src/python/test/test_rips_complex.py')
-rwxr-xr-xsrc/python/test/test_rips_complex.py133
1 files changed, 133 insertions, 0 deletions
diff --git a/src/python/test/test_rips_complex.py b/src/python/test/test_rips_complex.py
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--- /dev/null
+++ b/src/python/test/test_rips_complex.py
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+from gudhi import RipsComplex
+from math import sqrt
+
+""" 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"
+
+
+def test_empty_rips():
+ rips_complex = RipsComplex()
+
+
+def test_rips_from_points():
+ point_list = [[0, 0], [1, 0], [0, 1], [1, 1]]
+ rips_complex = RipsComplex(points=point_list, max_edge_length=42)
+
+ simplex_tree = rips_complex.create_simplex_tree(max_dimension=1)
+
+ assert simplex_tree.__is_defined() == True
+ assert simplex_tree.__is_persistence_defined() == False
+
+ assert simplex_tree.num_simplices() == 10
+ assert simplex_tree.num_vertices() == 4
+
+ assert simplex_tree.get_filtration() == [
+ ([0], 0.0),
+ ([1], 0.0),
+ ([2], 0.0),
+ ([3], 0.0),
+ ([0, 1], 1.0),
+ ([0, 2], 1.0),
+ ([1, 3], 1.0),
+ ([2, 3], 1.0),
+ ([1, 2], 1.4142135623730951),
+ ([0, 3], 1.4142135623730951),
+ ]
+ assert simplex_tree.get_star([0]) == [
+ ([0], 0.0),
+ ([0, 1], 1.0),
+ ([0, 2], 1.0),
+ ([0, 3], 1.4142135623730951),
+ ]
+ assert simplex_tree.get_cofaces([0], 1) == [
+ ([0, 1], 1.0),
+ ([0, 2], 1.0),
+ ([0, 3], 1.4142135623730951),
+ ]
+
+
+def test_filtered_rips_from_points():
+ point_list = [[0, 0], [1, 0], [0, 1], [1, 1]]
+ filtered_rips = RipsComplex(points=point_list, max_edge_length=1.0)
+
+ simplex_tree = filtered_rips.create_simplex_tree(max_dimension=1)
+
+ assert simplex_tree.__is_defined() == True
+ assert simplex_tree.__is_persistence_defined() == False
+
+ assert simplex_tree.num_simplices() == 8
+ assert simplex_tree.num_vertices() == 4
+
+
+def test_sparse_filtered_rips_from_points():
+ point_list = [[0, 0], [1, 0], [0, 1], [1, 1]]
+ filtered_rips = RipsComplex(points=point_list, max_edge_length=1.0, sparse=0.001)
+
+ simplex_tree = filtered_rips.create_simplex_tree(max_dimension=1)
+
+ assert simplex_tree.__is_defined() == True
+ assert simplex_tree.__is_persistence_defined() == False
+
+ assert simplex_tree.num_simplices() == 8
+ assert simplex_tree.num_vertices() == 4
+
+
+def test_rips_from_distance_matrix():
+ distance_matrix = [[0], [1, 0], [1, sqrt(2), 0], [sqrt(2), 1, 1, 0]]
+ rips_complex = RipsComplex(distance_matrix=distance_matrix, max_edge_length=42)
+
+ simplex_tree = rips_complex.create_simplex_tree(max_dimension=1)
+
+ assert simplex_tree.__is_defined() == True
+ assert simplex_tree.__is_persistence_defined() == False
+
+ assert simplex_tree.num_simplices() == 10
+ assert simplex_tree.num_vertices() == 4
+
+ assert simplex_tree.get_filtration() == [
+ ([0], 0.0),
+ ([1], 0.0),
+ ([2], 0.0),
+ ([3], 0.0),
+ ([0, 1], 1.0),
+ ([0, 2], 1.0),
+ ([1, 3], 1.0),
+ ([2, 3], 1.0),
+ ([1, 2], 1.4142135623730951),
+ ([0, 3], 1.4142135623730951),
+ ]
+ assert simplex_tree.get_star([0]) == [
+ ([0], 0.0),
+ ([0, 1], 1.0),
+ ([0, 2], 1.0),
+ ([0, 3], 1.4142135623730951),
+ ]
+ assert simplex_tree.get_cofaces([0], 1) == [
+ ([0, 1], 1.0),
+ ([0, 2], 1.0),
+ ([0, 3], 1.4142135623730951),
+ ]
+
+
+def test_filtered_rips_from_distance_matrix():
+ distance_matrix = [[0], [1, 0], [1, sqrt(2), 0], [sqrt(2), 1, 1, 0]]
+ filtered_rips = RipsComplex(distance_matrix=distance_matrix, max_edge_length=1.0)
+
+ simplex_tree = filtered_rips.create_simplex_tree(max_dimension=1)
+
+ assert simplex_tree.__is_defined() == True
+ assert simplex_tree.__is_persistence_defined() == False
+
+ assert simplex_tree.num_simplices() == 8
+ assert simplex_tree.num_vertices() == 4