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-rw-r--r--src/python/CMakeLists.txt90
-rwxr-xr-xsrc/python/example/alpha_complex_diagram_persistence_from_off_file_example.py2
-rwxr-xr-xsrc/python/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py2
-rwxr-xr-xsrc/python/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py2
-rwxr-xr-xsrc/python/example/periodic_cubical_complex_barcode_persistence_from_perseus_file_example.py2
-rwxr-xr-xsrc/python/example/rips_complex_diagram_persistence_from_correlation_matrix_file_example.py2
-rwxr-xr-xsrc/python/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py2
-rwxr-xr-xsrc/python/example/rips_complex_diagram_persistence_from_off_file_example.py2
-rwxr-xr-xsrc/python/example/tangential_complex_plain_homology_from_off_file_example.py2
-rw-r--r--src/python/gudhi/simplex_tree.pxd7
-rw-r--r--src/python/gudhi/simplex_tree.pyx16
-rw-r--r--src/python/include/Simplex_tree_interface.h10
-rwxr-xr-xsrc/python/test/test_simplex_tree.py19
13 files changed, 101 insertions, 57 deletions
diff --git a/src/python/CMakeLists.txt b/src/python/CMakeLists.txt
index c09996fe..56b6876c 100644
--- a/src/python/CMakeLists.txt
+++ b/src/python/CMakeLists.txt
@@ -345,29 +345,27 @@ if(PYTHONINTERP_FOUND)
COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/alpha_rips_persistence_bottleneck_distance.py"
-f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off -t 0.15 -d 3)
- if(MATPLOTLIB_FOUND AND NUMPY_FOUND)
- # Tangential
- add_test(NAME tangential_complex_plain_homology_from_off_file_example_py_test
- WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
- COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
- ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/tangential_complex_plain_homology_from_off_file_example.py"
- --no-diagram -i 2 -f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off)
-
- add_gudhi_py_test(test_tangential_complex)
-
- # Witness complex AND Subsampling
- add_test(NAME euclidean_strong_witness_complex_diagram_persistence_from_off_file_example_py_test
- WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
- COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
- ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py"
- --no-diagram -f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off -a 1.0 -n 20 -d 2)
-
- add_test(NAME euclidean_witness_complex_diagram_persistence_from_off_file_example_py_test
- WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
- COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
- ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py"
- --no-diagram -f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off -a 1.0 -n 20 -d 2)
- endif()
+ # Tangential
+ add_test(NAME tangential_complex_plain_homology_from_off_file_example_py_test
+ WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
+ COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
+ ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/tangential_complex_plain_homology_from_off_file_example.py"
+ --no-diagram -i 2 -f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off)
+
+ add_gudhi_py_test(test_tangential_complex)
+
+ # Witness complex
+ add_test(NAME euclidean_strong_witness_complex_diagram_persistence_from_off_file_example_py_test
+ WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
+ COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
+ ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py"
+ --no-diagram -f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off -a 1.0 -n 20 -d 2)
+
+ add_test(NAME euclidean_witness_complex_diagram_persistence_from_off_file_example_py_test
+ WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
+ COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
+ ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py"
+ --no-diagram -f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off -a 1.0 -n 20 -d 2)
# Subsampling
add_gudhi_py_test(test_subsampling)
@@ -422,13 +420,11 @@ if(PYTHONINTERP_FOUND)
WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/alpha_complex_from_points_example.py")
- if(MATPLOTLIB_FOUND AND NUMPY_FOUND)
- add_test(NAME alpha_complex_diagram_persistence_from_off_file_example_py_test
- WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
- COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
- ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/alpha_complex_diagram_persistence_from_off_file_example.py"
- --no-diagram -f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off -a 0.6)
- endif()
+ add_test(NAME alpha_complex_diagram_persistence_from_off_file_example_py_test
+ WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
+ COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
+ ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/alpha_complex_diagram_persistence_from_off_file_example.py"
+ --no-diagram -f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off -a 0.6)
add_gudhi_py_test(test_alpha_complex)
endif (NOT CGAL_WITH_EIGEN3_VERSION VERSION_LESS 4.11.0)
@@ -445,30 +441,26 @@ if(PYTHONINTERP_FOUND)
${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/periodic_cubical_complex_barcode_persistence_from_perseus_file_example.py"
--no-barcode -f ${CMAKE_SOURCE_DIR}/data/bitmap/CubicalTwoSphere.txt)
- if(NUMPY_FOUND)
- add_test(NAME random_cubical_complex_persistence_example_py_test
- WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
- COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
- ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/random_cubical_complex_persistence_example.py"
- 10 10 10)
- endif()
+ add_test(NAME random_cubical_complex_persistence_example_py_test
+ WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
+ COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
+ ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/random_cubical_complex_persistence_example.py"
+ 10 10 10)
add_gudhi_py_test(test_cubical_complex)
# Rips
- if(MATPLOTLIB_FOUND AND NUMPY_FOUND)
- add_test(NAME rips_complex_diagram_persistence_from_distance_matrix_file_example_py_test
- WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
- COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
- ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py"
- --no-diagram -f ${CMAKE_SOURCE_DIR}/data/distance_matrix/lower_triangular_distance_matrix.csv -e 12.0 -d 3)
+ add_test(NAME rips_complex_diagram_persistence_from_distance_matrix_file_example_py_test
+ WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
+ COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
+ ${PYTHON_EXECUTABLE} "${CMAKE_CURRENT_SOURCE_DIR}/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py"
+ --no-diagram -f ${CMAKE_SOURCE_DIR}/data/distance_matrix/lower_triangular_distance_matrix.csv -e 12.0 -d 3)
- add_test(NAME rips_complex_diagram_persistence_from_off_file_example_py_test
- WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
- COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
- ${PYTHON_EXECUTABLE} ${CMAKE_CURRENT_SOURCE_DIR}/example/rips_complex_diagram_persistence_from_off_file_example.py
- --no-diagram -f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off -e 0.25 -d 3)
- endif()
+ add_test(NAME rips_complex_diagram_persistence_from_off_file_example_py_test
+ WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
+ COMMAND ${CMAKE_COMMAND} -E env "PYTHONPATH=${CMAKE_CURRENT_BINARY_DIR}"
+ ${PYTHON_EXECUTABLE} ${CMAKE_CURRENT_SOURCE_DIR}/example/rips_complex_diagram_persistence_from_off_file_example.py
+ --no-diagram -f ${CMAKE_SOURCE_DIR}/data/points/tore3D_300.off -e 0.25 -d 3)
add_test(NAME rips_complex_from_points_example_py_test
WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
diff --git a/src/python/example/alpha_complex_diagram_persistence_from_off_file_example.py b/src/python/example/alpha_complex_diagram_persistence_from_off_file_example.py
index 727af4fa..1e0273b3 100755
--- a/src/python/example/alpha_complex_diagram_persistence_from_off_file_example.py
+++ b/src/python/example/alpha_complex_diagram_persistence_from_off_file_example.py
@@ -3,7 +3,6 @@
import argparse
import errno
import os
-import matplotlib.pyplot as plot
import gudhi
""" This file is part of the Gudhi Library - https://gudhi.inria.fr/ -
@@ -65,6 +64,7 @@ with open(args.file, "r") as f:
print(simplex_tree.betti_numbers())
if args.no_diagram == False:
+ import matplotlib.pyplot as plot
gudhi.plot_persistence_diagram(diag, band=args.band)
plot.show()
else:
diff --git a/src/python/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py b/src/python/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py
index e1e572df..4e97cfe3 100755
--- a/src/python/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py
+++ b/src/python/example/euclidean_strong_witness_complex_diagram_persistence_from_off_file_example.py
@@ -3,7 +3,6 @@
import argparse
import errno
import os
-import matplotlib.pyplot as plot
import gudhi
""" This file is part of the Gudhi Library - https://gudhi.inria.fr/ -
@@ -82,6 +81,7 @@ with open(args.file, "r") as f:
print(simplex_tree.betti_numbers())
if args.no_diagram == False:
+ import matplotlib.pyplot as plot
gudhi.plot_persistence_diagram(diag, band=args.band)
plot.show()
else:
diff --git a/src/python/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py b/src/python/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py
index 58cb2bb5..29076c74 100755
--- a/src/python/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py
+++ b/src/python/example/euclidean_witness_complex_diagram_persistence_from_off_file_example.py
@@ -3,7 +3,6 @@
import argparse
import errno
import os
-import matplotlib.pyplot as plot
import gudhi
""" This file is part of the Gudhi Library - https://gudhi.inria.fr/ -
@@ -79,6 +78,7 @@ with open(args.file, "r") as f:
print(simplex_tree.betti_numbers())
if args.no_diagram == False:
+ import matplotlib.pyplot as plot
gudhi.plot_persistence_diagram(diag, band=args.band)
plot.show()
else:
diff --git a/src/python/example/periodic_cubical_complex_barcode_persistence_from_perseus_file_example.py b/src/python/example/periodic_cubical_complex_barcode_persistence_from_perseus_file_example.py
index 499171df..ee3290c6 100755
--- a/src/python/example/periodic_cubical_complex_barcode_persistence_from_perseus_file_example.py
+++ b/src/python/example/periodic_cubical_complex_barcode_persistence_from_perseus_file_example.py
@@ -1,7 +1,6 @@
#!/usr/bin/env python
import argparse
-import matplotlib.pyplot as plot
import errno
import os
import gudhi
@@ -75,6 +74,7 @@ if is_file_perseus(args.file):
print("betti_numbers()=")
print(periodic_cubical_complex.betti_numbers())
if args.no_barcode == False:
+ import matplotlib.pyplot as plot
gudhi.plot_persistence_barcode(diag)
plot.show()
else:
diff --git a/src/python/example/rips_complex_diagram_persistence_from_correlation_matrix_file_example.py b/src/python/example/rips_complex_diagram_persistence_from_correlation_matrix_file_example.py
index 1acb187c..ea2eb7e1 100755
--- a/src/python/example/rips_complex_diagram_persistence_from_correlation_matrix_file_example.py
+++ b/src/python/example/rips_complex_diagram_persistence_from_correlation_matrix_file_example.py
@@ -2,7 +2,6 @@
import sys
import argparse
-import matplotlib.pyplot as plot
import gudhi
""" This file is part of the Gudhi Library - https://gudhi.inria.fr/ - which is released under MIT.
@@ -84,5 +83,6 @@ invert_diag = [
]
if args.no_diagram == False:
+ import matplotlib.pyplot as plot
gudhi.plot_persistence_diagram(invert_diag, band=args.band)
plot.show()
diff --git a/src/python/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py b/src/python/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
index 79ccca96..236d085d 100755
--- a/src/python/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
+++ b/src/python/example/rips_complex_diagram_persistence_from_distance_matrix_file_example.py
@@ -1,7 +1,6 @@
#!/usr/bin/env python
import argparse
-import matplotlib.pyplot as plot
import gudhi
""" This file is part of the Gudhi Library - https://gudhi.inria.fr/ - which is released under MIT.
@@ -60,5 +59,6 @@ print("betti_numbers()=")
print(simplex_tree.betti_numbers())
if args.no_diagram == False:
+ import matplotlib.pyplot as plot
gudhi.plot_persistence_diagram(diag, band=args.band)
plot.show()
diff --git a/src/python/example/rips_complex_diagram_persistence_from_off_file_example.py b/src/python/example/rips_complex_diagram_persistence_from_off_file_example.py
index 6f992508..e80233a9 100755
--- a/src/python/example/rips_complex_diagram_persistence_from_off_file_example.py
+++ b/src/python/example/rips_complex_diagram_persistence_from_off_file_example.py
@@ -3,7 +3,6 @@
import argparse
import errno
import os
-import matplotlib.pyplot as plot
import gudhi
""" This file is part of the Gudhi Library - https://gudhi.inria.fr/ -
@@ -70,6 +69,7 @@ with open(args.file, "r") as f:
print(simplex_tree.betti_numbers())
if args.no_diagram == False:
+ import matplotlib.pyplot as plot
gudhi.plot_persistence_diagram(diag, band=args.band)
plot.show()
else:
diff --git a/src/python/example/tangential_complex_plain_homology_from_off_file_example.py b/src/python/example/tangential_complex_plain_homology_from_off_file_example.py
index 85bade4a..a4b4e9f5 100755
--- a/src/python/example/tangential_complex_plain_homology_from_off_file_example.py
+++ b/src/python/example/tangential_complex_plain_homology_from_off_file_example.py
@@ -3,7 +3,6 @@
import argparse
import errno
import os
-import matplotlib.pyplot as plot
import gudhi
""" This file is part of the Gudhi Library - https://gudhi.inria.fr/ -
@@ -62,6 +61,7 @@ with open(args.file, "r") as f:
print(st.betti_numbers())
if args.no_diagram == False:
+ import matplotlib.pyplot as plot
gudhi.plot_persistence_diagram(diag, band=args.band)
plot.show()
else:
diff --git a/src/python/gudhi/simplex_tree.pxd b/src/python/gudhi/simplex_tree.pxd
index 3b494ba3..3c4cbed3 100644
--- a/src/python/gudhi/simplex_tree.pxd
+++ b/src/python/gudhi/simplex_tree.pxd
@@ -36,6 +36,12 @@ cdef extern from "Simplex_tree_interface.h" namespace "Gudhi":
Simplex_tree_skeleton_iterator operator++() nogil
bint operator!=(Simplex_tree_skeleton_iterator) nogil
+ cdef cppclass Simplex_tree_boundary_iterator "Gudhi::Simplex_tree_interface<Gudhi::Simplex_tree_options_full_featured>::Boundary_simplex_iterator":
+ Simplex_tree_boundary_iterator() nogil
+ Simplex_tree_simplex_handle& operator*() nogil
+ Simplex_tree_boundary_iterator operator++() nogil
+ bint operator!=(Simplex_tree_boundary_iterator) nogil
+
cdef cppclass Simplex_tree_interface_full_featured "Gudhi::Simplex_tree_interface<Gudhi::Simplex_tree_options_full_featured>":
Simplex_tree() nogil
@@ -67,6 +73,7 @@ cdef extern from "Simplex_tree_interface.h" namespace "Gudhi":
vector[Simplex_tree_simplex_handle].const_iterator get_filtration_iterator_end() nogil
Simplex_tree_skeleton_iterator get_skeleton_iterator_begin(int dimension) nogil
Simplex_tree_skeleton_iterator get_skeleton_iterator_end(int dimension) nogil
+ pair[Simplex_tree_boundary_iterator, Simplex_tree_boundary_iterator] get_boundary_iterators(vector[int] simplex) nogil except +
cdef extern from "Persistent_cohomology_interface.h" namespace "Gudhi":
cdef cppclass Simplex_tree_persistence_interface "Gudhi::Persistent_cohomology_interface<Gudhi::Simplex_tree<Gudhi::Simplex_tree_options_full_featured>>":
diff --git a/src/python/gudhi/simplex_tree.pyx b/src/python/gudhi/simplex_tree.pyx
index 910711a9..813dc5c2 100644
--- a/src/python/gudhi/simplex_tree.pyx
+++ b/src/python/gudhi/simplex_tree.pyx
@@ -285,6 +285,22 @@ cdef class SimplexTree:
ct.append((v, filtered_simplex.second))
return ct
+ def get_boundaries(self, simplex):
+ """This function returns a generator with the boundaries of a given N-simplex.
+ If you do not need the filtration values, the boundary can also be obtained as
+ :code:`itertools.combinations(simplex,len(simplex)-1)`.
+
+ :param simplex: The N-simplex, represented by a list of vertex.
+ :type simplex: list of int.
+ :returns: The (simplices of the) boundary of a simplex
+ :rtype: generator with tuples(simplex, filtration)
+ """
+ cdef pair[Simplex_tree_boundary_iterator, Simplex_tree_boundary_iterator] it = self.get_ptr().get_boundary_iterators(simplex)
+
+ while it.first != it.second:
+ yield self.get_ptr().get_simplex_and_filtration(dereference(it.first))
+ preincrement(it.first)
+
def remove_maximal_simplex(self, simplex):
"""This function removes a given maximal N-simplex from the simplicial
complex.
diff --git a/src/python/include/Simplex_tree_interface.h b/src/python/include/Simplex_tree_interface.h
index e288a8cf..baff3850 100644
--- a/src/python/include/Simplex_tree_interface.h
+++ b/src/python/include/Simplex_tree_interface.h
@@ -39,6 +39,7 @@ class Simplex_tree_interface : public Simplex_tree<SimplexTreeOptions> {
using Skeleton_simplex_iterator = typename Base::Skeleton_simplex_iterator;
using Complex_simplex_iterator = typename Base::Complex_simplex_iterator;
using Extended_filtration_data = typename Base::Extended_filtration_data;
+ using Boundary_simplex_iterator = typename Base::Boundary_simplex_iterator;
public:
@@ -219,6 +220,15 @@ class Simplex_tree_interface : public Simplex_tree<SimplexTreeOptions> {
// this specific case works because the range is just a pair of iterators - won't work if range was a vector
return Base::skeleton_simplex_range(dimension).end();
}
+
+ std::pair<Boundary_simplex_iterator, Boundary_simplex_iterator> get_boundary_iterators(const Simplex& simplex) {
+ auto bd_sh = Base::find(simplex);
+ if (bd_sh == Base::null_simplex())
+ throw std::runtime_error("simplex not found - cannot find boundaries");
+ // this specific case works because the range is just a pair of iterators - won't work if range was a vector
+ auto boundary_srange = Base::boundary_simplex_range(bd_sh);
+ return std::make_pair(boundary_srange.begin(), boundary_srange.end());
+ }
};
} // namespace Gudhi
diff --git a/src/python/test/test_simplex_tree.py b/src/python/test/test_simplex_tree.py
index ac2b59c7..3b23fa0b 100755
--- a/src/python/test/test_simplex_tree.py
+++ b/src/python/test/test_simplex_tree.py
@@ -380,3 +380,22 @@ def test_reset_filtration():
assert st.filtration(simplex[0]) >= 2.
else:
assert st.filtration(simplex[0]) == 0.
+
+def test_boundaries_iterator():
+ st = SimplexTree()
+
+ assert st.insert([0, 1, 2, 3], filtration=1.0) == True
+ assert st.insert([1, 2, 3, 4], filtration=2.0) == True
+
+ assert list(st.get_boundaries([1, 2, 3])) == [([1, 2], 1.0), ([1, 3], 1.0), ([2, 3], 1.0)]
+ assert list(st.get_boundaries([2, 3, 4])) == [([2, 3], 1.0), ([2, 4], 2.0), ([3, 4], 2.0)]
+ assert list(st.get_boundaries([2])) == []
+
+ with pytest.raises(RuntimeError):
+ list(st.get_boundaries([]))
+
+ with pytest.raises(RuntimeError):
+ list(st.get_boundaries([0, 4])) # (0, 4) does not exist
+
+ with pytest.raises(RuntimeError):
+ list(st.get_boundaries([6])) # (6) does not exist