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-rwxr-xr-xsrc/python/test/test_simplex_tree.py156
1 files changed, 156 insertions, 0 deletions
diff --git a/src/python/test/test_simplex_tree.py b/src/python/test/test_simplex_tree.py
index a3eacaa9..eb481a49 100755
--- a/src/python/test/test_simplex_tree.py
+++ b/src/python/test/test_simplex_tree.py
@@ -9,6 +9,7 @@
"""
from gudhi import SimplexTree, __GUDHI_USE_EIGEN3
+import numpy as np
import pytest
__author__ = "Vincent Rouvreau"
@@ -404,3 +405,158 @@ def test_boundaries_iterator():
with pytest.raises(RuntimeError):
list(st.get_boundaries([6])) # (6) does not exist
+
+def test_persistence_intervals_in_dimension():
+ # Here is our triangulation of a 2-torus - taken from https://dioscuri-tda.org/Paris_TDA_Tutorial_2021.html
+ # 0-----3-----4-----0
+ # | \ | \ | \ | \ |
+ # | \ | \ | \| \ |
+ # 1-----8-----7-----1
+ # | \ | \ | \ | \ |
+ # | \ | \ | \ | \ |
+ # 2-----5-----6-----2
+ # | \ | \ | \ | \ |
+ # | \ | \ | \ | \ |
+ # 0-----3-----4-----0
+ st = SimplexTree()
+ st.insert([0,1,8])
+ st.insert([0,3,8])
+ st.insert([3,7,8])
+ st.insert([3,4,7])
+ st.insert([1,4,7])
+ st.insert([0,1,4])
+ st.insert([1,2,5])
+ st.insert([1,5,8])
+ st.insert([5,6,8])
+ st.insert([6,7,8])
+ st.insert([2,6,7])
+ st.insert([1,2,7])
+ st.insert([0,2,3])
+ st.insert([2,3,5])
+ st.insert([3,4,5])
+ st.insert([4,5,6])
+ st.insert([0,4,6])
+ st.insert([0,2,6])
+ st.compute_persistence(persistence_dim_max=True)
+
+ H0 = st.persistence_intervals_in_dimension(0)
+ assert np.array_equal(H0, np.array([[ 0., float("inf")]]))
+ H1 = st.persistence_intervals_in_dimension(1)
+ assert np.array_equal(H1, np.array([[ 0., float("inf")], [ 0., float("inf")]]))
+ H2 = st.persistence_intervals_in_dimension(2)
+ assert np.array_equal(H2, np.array([[ 0., float("inf")]]))
+ # Test empty case
+ assert st.persistence_intervals_in_dimension(3).shape == (0, 2)
+
+def test_equality_operator():
+ st1 = SimplexTree()
+ st2 = SimplexTree()
+
+ assert st1 == st2
+
+ st1.insert([1,2,3], 4.)
+ assert st1 != st2
+
+ st2.insert([1,2,3], 4.)
+ assert st1 == st2
+
+def test_simplex_tree_deep_copy():
+ st = SimplexTree()
+ st.insert([1, 2, 3], 0.)
+ # compute persistence only on the original
+ st.compute_persistence()
+
+ st_copy = st.copy()
+ assert st_copy == st
+ st_filt_list = list(st.get_filtration())
+
+ # check persistence is not copied
+ assert st.__is_persistence_defined() == True
+ assert st_copy.__is_persistence_defined() == False
+
+ # remove something in the copy and check the copy is included in the original
+ st_copy.remove_maximal_simplex([1, 2, 3])
+ a_filt_list = list(st_copy.get_filtration())
+ assert len(a_filt_list) < len(st_filt_list)
+
+ for a_splx in a_filt_list:
+ assert a_splx in st_filt_list
+
+ # test double free
+ del st
+ del st_copy
+
+def test_simplex_tree_deep_copy_constructor():
+ st = SimplexTree()
+ st.insert([1, 2, 3], 0.)
+ # compute persistence only on the original
+ st.compute_persistence()
+
+ st_copy = SimplexTree(st)
+ assert st_copy == st
+ st_filt_list = list(st.get_filtration())
+
+ # check persistence is not copied
+ assert st.__is_persistence_defined() == True
+ assert st_copy.__is_persistence_defined() == False
+
+ # remove something in the copy and check the copy is included in the original
+ st_copy.remove_maximal_simplex([1, 2, 3])
+ a_filt_list = list(st_copy.get_filtration())
+ assert len(a_filt_list) < len(st_filt_list)
+
+ for a_splx in a_filt_list:
+ assert a_splx in st_filt_list
+
+ # test double free
+ del st
+ del st_copy
+
+def test_simplex_tree_constructor_exception():
+ with pytest.raises(TypeError):
+ st = SimplexTree(other = "Construction from a string shall raise an exception")
+
+def test_expansion_with_blocker():
+ st=SimplexTree()
+ st.insert([0,1],0)
+ st.insert([0,2],1)
+ st.insert([0,3],2)
+ st.insert([1,2],3)
+ st.insert([1,3],4)
+ st.insert([2,3],5)
+ st.insert([2,4],6)
+ st.insert([3,6],7)
+ st.insert([4,5],8)
+ st.insert([4,6],9)
+ st.insert([5,6],10)
+ st.insert([6],10)
+
+ def blocker(simplex):
+ try:
+ # Block all simplices that countains vertex 6
+ simplex.index(6)
+ print(simplex, ' is blocked')
+ return True
+ except ValueError:
+ print(simplex, ' is accepted')
+ st.assign_filtration(simplex, st.filtration(simplex) + 1.)
+ return False
+
+ st.expansion_with_blocker(2, blocker)
+ assert st.num_simplices() == 22
+ assert st.dimension() == 2
+ assert st.find([4,5,6]) == False
+ assert st.filtration([0,1,2]) == 4.
+ assert st.filtration([0,1,3]) == 5.
+ assert st.filtration([0,2,3]) == 6.
+ assert st.filtration([1,2,3]) == 6.
+
+ st.expansion_with_blocker(3, blocker)
+ assert st.num_simplices() == 23
+ assert st.dimension() == 3
+ assert st.find([4,5,6]) == False
+ assert st.filtration([0,1,2]) == 4.
+ assert st.filtration([0,1,3]) == 5.
+ assert st.filtration([0,2,3]) == 6.
+ assert st.filtration([1,2,3]) == 6.
+ assert st.filtration([0,1,2,3]) == 7.