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from pystencils import create_data_handling
from pystencils.alignedarray import *
from pystencils.field import create_numpy_array_with_layout
def is_aligned(arr, alignment, byte_offset=0):
address = arr.__array_interface__['data'][0]
rest = (address + byte_offset) % alignment
if rest:
print("Alignment rest", rest)
return rest == 0
def test_1d_arrays():
for alignment in [8, 8*4]:
for shape in [17, 16, (16, 16), (17, 17), (18, 18), (19, 19)]:
arrays = [
aligned_zeros(shape, alignment),
aligned_ones(shape, alignment),
aligned_empty(shape, alignment),
]
for arr in arrays:
assert is_aligned(arr, alignment)
def test_3d_arrays():
for order in ('C', 'F'):
for alignment in [8, 8*4]:
for shape in [(16, 16), (17, 17), (18, 18), (19, 19)]:
arrays = [
aligned_zeros(shape, alignment, order=order),
aligned_ones(shape, alignment, order=order),
aligned_empty(shape, alignment, order=order),
]
for arr in arrays:
assert is_aligned(arr, alignment)
if order == 'C':
assert is_aligned(arr[1], alignment)
assert is_aligned(arr[5], alignment)
else:
assert is_aligned(arr[..., 1], alignment)
assert is_aligned(arr[..., 5], alignment)
def test_data_handling():
for parallel in (False, True):
for tries in range(16): # try a few times, since we might get lucky and get randomly a correct alignment
dh = create_data_handling((6, 7), default_ghost_layers=1, parallel=parallel)
dh.add_array('test', alignment=8 * 4)
for b in dh.iterate(ghost_layers=True, inner_ghost_layers=True):
arr = b['test']
assert is_aligned(arr[1:, 3:], 8*4)
def test_alignment_of_different_layouts():
offset = 1
byte_offset = 8
for tries in range(16): # try a few times, since we might get lucky and get randomly a correct alignment
arr = create_numpy_array_with_layout((3, 4, 5), layout=(0, 1, 2),
alignment=True, byte_offset=byte_offset)
assert is_aligned(arr[offset, ...], 8*4, byte_offset)
arr = create_numpy_array_with_layout((3, 4, 5), layout=(2, 1, 0),
alignment=True, byte_offset=byte_offset)
assert is_aligned(arr[..., offset], 8*4, byte_offset)
arr = create_numpy_array_with_layout((3, 4, 5), layout=(2, 0, 1),
alignment=True, byte_offset=byte_offset)
assert is_aligned(arr[:, 0, :], 8*4, byte_offset)