def test_encode_decode():
codec = PackBits()
for arr in arrays:
check_encode_decode(arr, codec)
# check different number of left-over bits
arr = np.random.randint(0, 2, size=1000, dtype=bool)
for size in list(range(1, 17)):
check_encode_decode(arr[:size], codec)
def test_encode_decode():
# unicode dtype
for arr in arrays:
codec = Categorize(labels, dtype=arr.dtype)
check_encode_decode(arr, codec)
# object dtype
for arr in arrays_object:
codec = Categorize(labels, dtype=arr.dtype)
check_encode_decode_array(arr, codec)
def test_encode_decode():
# unicode dtype
for arr in arrays:
codec = Categorize(labels, dtype=arr.dtype)
check_encode_decode(arr, codec)
# object dtype
for arr in arrays_object:
codec = Categorize(labels, dtype=arr.dtype)
# can't do the full check because can only accept object array for
# encoding
enc = codec.encode(arr)
dec = codec.decode(enc)
compare_arrays(arr, dec)
def test_encode_decode():
# string dtype
for arr in arrays:
codec = Categorize(labels, dtype=arr.dtype)
check_encode_decode(arr, codec)
# unicode dtype
for arr in arrays_u:
codec = Categorize(labels_u, dtype=arr.dtype)
check_encode_decode(arr, codec)
# other dtype
for arr in arrays_num:
codec = Categorize(labels_num, dtype=arr.dtype)
check_encode_decode(arr, codec)
def test_encode_decode():
for arr in arrays:
codec = Delta(dtype=arr.dtype)
check_encode_decode(arr, codec)
def test_encode_decode():
for arr, codec in itertools.product(arrs, codecs):
precision = int(np.log10(codec.scale))
check_encode_decode(arr, codec, precision=precision)
def test_encode_decode():
for arr, codec in itertools.product(arrays, codecs):
check_encode_decode(arr, codec, precision=codec.digits)
def test_encode_decode():
for arr, codec in itertools.product(arrays, codecs):
check_encode_decode(arr, codec)
def test_encode_decode(array, codec):
_skip_null(codec)
check_encode_decode(array, codec)
def test_encode_decode():
for arr in arrays:
codec = AsType(encode_dtype=arr.dtype, decode_dtype=arr.dtype)
check_encode_decode(arr, codec)
def test_encode_decode():
for codec, arr in itertools.product(codecs, arrays):
check_encode_decode(arr, codec)
def test_encode_decode(array, codec):
check_encode_decode(array, codec)
