def test_invalid_transitions(self):
"""Check for invalid transitions"""
matrix = tm.SplitTransitionMatrix(PRNG, CLASSES)
with pytest.raises(ValueError):
matrix.get_transition(1)
def test_invalid_classes(self):
"""Checks for invalid classes"""
matrix = tm.SplitTransitionMatrix(PRNG, CLASSES)
with pytest.raises(KeyError):
matrix.p("x", 1)
with pytest.raises(KeyError):
matrix.p(34, 1)
def test_initial_probabilty(self):
"""Tests intitial probabilties"""
matrix = tm.SplitTransitionMatrix(PRNG, CLASSES)
# Everything should be zero
for class_1 in CLASSES:
for class_2 in CLASSES:
assert matrix.get_weight(class_1, class_2) == 0
assert matrix.p(class_1, class_2) == 0
assert matrix.p(class_2, class_1) == 0
def test_invalid_weights(self):
"""Check for invalid weights"""
matrix = tm.SplitTransitionMatrix(PRNG, CLASSES)
with pytest.raises(ValueError):
matrix.set_weight(1, 1, -50)
with pytest.raises(TypeError):
matrix.set_weight(1, 1, "watermelon")
with pytest.raises(TypeError):
matrix.set_weight(1, 1, matrix)
def test_split_probabilities(self):
"""Tests calculation of probabilities"""
matrix = tm.SplitTransitionMatrix(PRNG, CLASSES)
# Add some weights to certain transitions
matrix.set_weight(1, 1, 1)
matrix.set_weight(1, 2, 1)
assert matrix.p(1, 1) == 0.5
assert matrix.p(1, 2) == 0.5
for _ in range(100):
assert matrix.get_transition(1, True) == 2
def test_no_transition_prob(self):
"""Tests calculation of probabilities"""
matrix = tm.SplitTransitionMatrix(PRNG, CLASSES)
# Add some weights to certain transitions
matrix.set_weight(1, 1, 1)
matrix.set_weight(3, 3, 22)
matrix.set_weight(4, 4, 237827.2223)
# Check probabilities
for _ in range(100):
assert matrix.get_no_trans(1)
assert matrix.get_no_trans(3)
assert matrix.get_no_trans(4)
def test_resampling_one_item(self):
"""Ensure the sampling always returns the one item it can"""
matrix = tm.SplitTransitionMatrix(PRNG, CLASSES)
# Add some weights to certain transitions
matrix.set_weight(1, 1, 1)
matrix.set_weight(2, 3, 1)
matrix.set_weight(3, 4, 22)
matrix.set_weight(4, 1, 237827.2223)
for _ in range(100):
assert matrix.get_transition(1, False) == 1
assert matrix.get_transition(2, False) == 3
assert matrix.get_transition(3, False) == 4
assert matrix.get_transition(4, False) == 1
def test_simple_probabilty(self):
"""Tests calculation of probabilities"""
matrix = tm.SplitTransitionMatrix(PRNG, CLASSES)
# Add some weights to certain transitions
matrix.set_weight(1, 1, 1)
matrix.set_weight(1, 2, 1)
matrix.set_weight(2, 1, 5)
matrix.set_weight(2, 2, 5)
# Check probabilities
assert matrix.p(1, 2) == 0.5
assert matrix.p(1, 1) == 0.5
assert matrix.p(2, 1) == 0.5
assert matrix.p(2, 1) == 0.5
def test_one_path(self):
"""Tests calculation of probabilities"""
matrix = tm.SplitTransitionMatrix(PRNG, CLASSES)
# Add some weights to certain transitions
matrix.set_weight(1, 1, 1)
matrix.set_weight(2, 2, 1)
matrix.set_weight(3, 3, 22)
matrix.set_weight(4, 4, 237827.2223)
# Check probabilities
assert matrix.p(1, 1) == 1
assert matrix.p(2, 2) == 1
assert matrix.p(3, 3) == 1
assert matrix.p(4, 4) == 1
assert matrix.p(2, 1) == 0
assert matrix.p(1, 2) == 0