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-rwxr-xr-xsrc/cython/test/test_simplex_tree.py250
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diff --git a/src/cython/test/test_simplex_tree.py b/src/cython/test/test_simplex_tree.py
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--- a/src/cython/test/test_simplex_tree.py
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-from gudhi import SimplexTree
-
-""" 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_insertion():
- st = SimplexTree()
- assert st.__is_defined() == True
- assert st.__is_persistence_defined() == False
-
- # insert test
- assert st.insert([0, 1]) == True
-
- assert st.dimension() == 1
-
- assert st.insert([0, 1, 2], filtration=4.0) == True
-
- assert st.dimension() == 2
-
- assert st.num_simplices() == 7
- assert st.num_vertices() == 3
-
- # find test
- assert st.find([0, 1, 2]) == True
- assert st.find([0, 1]) == True
- assert st.find([0, 2]) == True
- assert st.find([0]) == True
- assert st.find([1]) == True
- assert st.find([2]) == True
- assert st.find([3]) == False
- assert st.find([0, 3]) == False
- assert st.find([1, 3]) == False
- assert st.find([2, 3]) == False
-
- # filtration test
- st.initialize_filtration()
- assert st.filtration([0, 1, 2]) == 4.0
- assert st.filtration([0, 2]) == 4.0
- assert st.filtration([1, 2]) == 4.0
- assert st.filtration([2]) == 4.0
- assert st.filtration([0, 1]) == 0.0
- assert st.filtration([0]) == 0.0
- assert st.filtration([1]) == 0.0
-
- # skeleton test
- assert st.get_skeleton(2) == [
- ([0, 1, 2], 4.0),
- ([0, 1], 0.0),
- ([0, 2], 4.0),
- ([0], 0.0),
- ([1, 2], 4.0),
- ([1], 0.0),
- ([2], 4.0),
- ]
- assert st.get_skeleton(1) == [
- ([0, 1], 0.0),
- ([0, 2], 4.0),
- ([0], 0.0),
- ([1, 2], 4.0),
- ([1], 0.0),
- ([2], 4.0),
- ]
- assert st.get_skeleton(0) == [([0], 0.0), ([1], 0.0), ([2], 4.0)]
-
- # remove_maximal_simplex test
- assert st.get_cofaces([0, 1, 2], 1) == []
- st.remove_maximal_simplex([0, 1, 2])
- assert st.get_skeleton(2) == [
- ([0, 1], 0.0),
- ([0, 2], 4.0),
- ([0], 0.0),
- ([1, 2], 4.0),
- ([1], 0.0),
- ([2], 4.0),
- ]
- assert st.find([0, 1, 2]) == False
- assert st.find([0, 1]) == True
- assert st.find([0, 2]) == True
- assert st.find([0]) == True
- assert st.find([1]) == True
- assert st.find([2]) == True
-
- st.initialize_filtration()
- assert st.persistence(persistence_dim_max=True) == [
- (1, (4.0, float("inf"))),
- (0, (0.0, float("inf"))),
- ]
- assert st.__is_persistence_defined() == True
-
- assert st.betti_numbers() == [1, 1]
- assert st.persistent_betti_numbers(-0.1, 10000.0) == [0, 0]
- assert st.persistent_betti_numbers(0.0, 10000.0) == [1, 0]
- assert st.persistent_betti_numbers(3.9, 10000.0) == [1, 0]
- assert st.persistent_betti_numbers(4.0, 10000.0) == [1, 1]
- assert st.persistent_betti_numbers(9999.0, 10000.0) == [1, 1]
-
-
-def test_expansion():
- st = SimplexTree()
- assert st.__is_defined() == True
- assert st.__is_persistence_defined() == False
-
- # insert test
- assert st.insert([3, 2], 0.1) == True
- assert st.insert([2, 0], 0.2) == True
- assert st.insert([1, 0], 0.3) == True
- assert st.insert([3, 1], 0.4) == True
- assert st.insert([2, 1], 0.5) == True
- assert st.insert([6, 5], 0.6) == True
- assert st.insert([4, 2], 0.7) == True
- assert st.insert([3, 0], 0.8) == True
- assert st.insert([6, 4], 0.9) == True
- assert st.insert([6, 3], 1.0) == True
-
- assert st.num_vertices() == 7
- assert st.num_simplices() == 17
- assert st.get_filtration() == [
- ([2], 0.1),
- ([3], 0.1),
- ([2, 3], 0.1),
- ([0], 0.2),
- ([0, 2], 0.2),
- ([1], 0.3),
- ([0, 1], 0.3),
- ([1, 3], 0.4),
- ([1, 2], 0.5),
- ([5], 0.6),
- ([6], 0.6),
- ([5, 6], 0.6),
- ([4], 0.7),
- ([2, 4], 0.7),
- ([0, 3], 0.8),
- ([4, 6], 0.9),
- ([3, 6], 1.0),
- ]
-
- st.expansion(3)
- assert st.num_vertices() == 7
- assert st.num_simplices() == 22
- st.initialize_filtration()
-
- assert st.get_filtration() == [
- ([2], 0.1),
- ([3], 0.1),
- ([2, 3], 0.1),
- ([0], 0.2),
- ([0, 2], 0.2),
- ([1], 0.3),
- ([0, 1], 0.3),
- ([1, 3], 0.4),
- ([1, 2], 0.5),
- ([0, 1, 2], 0.5),
- ([1, 2, 3], 0.5),
- ([5], 0.6),
- ([6], 0.6),
- ([5, 6], 0.6),
- ([4], 0.7),
- ([2, 4], 0.7),
- ([0, 3], 0.8),
- ([0, 1, 3], 0.8),
- ([0, 2, 3], 0.8),
- ([0, 1, 2, 3], 0.8),
- ([4, 6], 0.9),
- ([3, 6], 1.0),
- ]
-
-
-def test_automatic_dimension():
- st = SimplexTree()
- assert st.__is_defined() == True
- assert st.__is_persistence_defined() == False
-
- # insert test
- assert st.insert([0, 1, 3], filtration=0.5) == True
- assert st.insert([0, 1, 2], filtration=1.0) == True
-
- assert st.num_vertices() == 4
- assert st.num_simplices() == 11
-
- assert st.dimension() == 2
- assert st.upper_bound_dimension() == 2
-
- assert st.prune_above_filtration(0.6) == True
- assert st.dimension() == 2
- assert st.upper_bound_dimension() == 2
-
- st.assign_filtration([0, 1, 3], 0.7)
- assert st.filtration([0, 1, 3]) == 0.7
-
- st.remove_maximal_simplex([0, 1, 3])
- assert st.upper_bound_dimension() == 2
- assert st.dimension() == 1
- assert st.upper_bound_dimension() == 1
-
-
-def test_make_filtration_non_decreasing():
- st = SimplexTree()
- assert st.__is_defined() == True
- assert st.__is_persistence_defined() == False
-
- # Inserted simplex:
- # 1
- # o
- # /X\
- # o---o---o---o
- # 2 0 3\X/4
- # o
- # 5
- assert st.insert([2, 1, 0], filtration=2.0) == True
- assert st.insert([3, 0], filtration=2.0) == True
- assert st.insert([3, 4, 5], filtration=2.0) == True
-
- assert st.make_filtration_non_decreasing() == False
-
- # Because of non decreasing property of simplex tree, { 0 } , { 1 } and
- # { 0, 1 } are going to be set from value 2.0 to 1.0
- st.insert([0, 1, 6, 7], filtration=1.0)
-
- assert st.make_filtration_non_decreasing() == False
-
- # Modify specific values to test make_filtration_non_decreasing
- st.assign_filtration([0, 1, 6, 7], 0.8)
- st.assign_filtration([0, 1, 6], 0.9)
- st.assign_filtration([0, 6], 0.6)
- st.assign_filtration([3, 4, 5], 1.2)
- st.assign_filtration([3, 4], 1.1)
- st.assign_filtration([4, 5], 1.99)
-
- assert st.make_filtration_non_decreasing() == True
-
- assert st.filtration([0, 1, 6, 7]) == 1.0
- assert st.filtration([0, 1, 6]) == 1.0
- assert st.filtration([0, 1]) == 1.0
- assert st.filtration([0]) == 1.0
- assert st.filtration([1]) == 1.0
- assert st.filtration([3, 4, 5]) == 2.0
- assert st.filtration([3, 4]) == 2.0
- assert st.filtration([4, 5]) == 2.0