def test_NDArrayITKBase_pickle(self):
"""
Test the serialization of itk.NDArrayITKBase
"""
Dimension = 3
ScalarImageType = itk.Image[itk.UC, Dimension]
RegionType = itk.ImageRegion[Dimension]
region = RegionType()
region.SetSize(0, 6)
region.SetSize(1, 6)
region.SetSize(2, 6)
scalarImage = ScalarImageType.New()
scalarImage.SetRegions(region)
scalarImage.Allocate(True)
scalarImage.SetPixel([0, 0, 0], 5)
scalarImage.SetPixel([0, 0, 1], 3)
scalarImage.SetPixel([5, 5, 5], 8)
ndarray_itk_base = itk.array_view_from_image(scalarImage)
import pickle
## test serialization of itk ndarrary itk base
pickled = pickle.dumps(ndarray_itk_base)
reloaded = pickle.loads(pickled)
equal = (reloaded == ndarray_itk_base).all()
assert equal, "Different results before and after pickle"
try:
import dask
from distributed.protocol.serialize import dask_dumps, dask_loads
except ImportError:
pass
else:
header, frames = dask_dumps(ndarray_itk_base)
recon_obj = dask_loads(header, frames)
equal = (recon_obj == ndarray_itk_base).all()
assert equal, "Different results before and after pickle"
def loads(serial):
return unpack_frames(dask_loads(serial))