lambda weights: _ctest_oldapi.filter2d(weights),
lambda weights: _cytest.filter2d(weights, with_signature=False),
lambda weights: LowLevelCallable(
_cytest.filter2d(weights, with_signature=True)),
lambda weights: LowLevelCallable.from_cython(
_cytest, "_filter2d", _cytest.filter2d_capsule(weights)),
]
TRANSFORM_FUNCTIONS = [
lambda shift: _ctest.transform(shift),
lambda shift: _ctest_oldapi.transform(shift),
lambda shift: _cytest.transform(shift, with_signature=False),
lambda shift: LowLevelCallable(
_cytest.transform(shift, with_signature=True)),
lambda shift: LowLevelCallable.from_cython(
_cytest, "_transform", _cytest.transform_capsule(shift)),
]
def test_generic_filter():
def filter2d(footprint_elements, weights):
return (weights * footprint_elements).sum()
def check(j):
func = FILTER2D_FUNCTIONS[j]
im = np.ones((20, 20))
im[:10, :10] = 0
footprint = np.array([[0, 1, 0], [1, 1, 1], [0, 1, 0]])
footprint_size = np.count_nonzero(footprint)
weights = np.ones(footprint_size) / footprint_size
]
FILTER2D_FUNCTIONS = [
lambda weights: _ctest.filter2d(weights),
lambda weights: _ctest_oldapi.filter2d(weights),
lambda weights: _cytest.filter2d(weights, with_signature=False),
lambda weights: LowLevelCallable(_cytest.filter2d(weights, with_signature=True)),
lambda weights: LowLevelCallable.from_cython(_cytest, "_filter2d", _cytest.filter2d_capsule(weights)),
]
TRANSFORM_FUNCTIONS = [
lambda shift: _ctest.transform(shift),
lambda shift: _ctest_oldapi.transform(shift),
lambda shift: _cytest.transform(shift, with_signature=False),
lambda shift: LowLevelCallable(_cytest.transform(shift, with_signature=True)),
lambda shift: LowLevelCallable.from_cython(_cytest, "_transform", _cytest.transform_capsule(shift)),
]
def test_generic_filter():
def filter2d(footprint_elements, weights):
return (weights*footprint_elements).sum()
def check(j):
func = FILTER2D_FUNCTIONS[j]
im = np.ones((20, 20))
im[:10,:10] = 0
footprint = np.array([[0, 1, 0], [1, 1, 1], [0, 1, 0]])
footprint_size = np.count_nonzero(footprint)
weights = np.ones(footprint_size)/footprint_size