Pillow/Tests/test_numpy.py

65 lines
2.2 KiB
Python

from tester import *
from PIL import Image
try:
import site
import numpy
except ImportError:
skip()
def test_numpy_to_image():
def to_image(dtype, bands=1, bool=0):
if bands == 1:
if bool:
data = [0, 1] * 50
else:
data = list(range(100))
a = numpy.array(data, dtype=dtype)
a.shape = 10, 10
i = Image.fromarray(a)
if list(i.getdata()) != data:
print("data mismatch for", dtype)
else:
data = list(range(100))
a = numpy.array([[x]*bands for x in data], dtype=dtype)
a.shape = 10, 10, bands
i = Image.fromarray(a)
if list(i.split()[0].getdata()) != list(range(100)):
print("data mismatch for", dtype)
# print dtype, list(i.getdata())
return i
# assert_image(to_image(numpy.bool, bool=1), "1", (10, 10))
# assert_image(to_image(numpy.bool8, bool=1), "1", (10, 10))
assert_exception(TypeError, lambda: to_image(numpy.uint))
assert_image(to_image(numpy.uint8), "L", (10, 10))
assert_exception(TypeError, lambda: to_image(numpy.uint16))
assert_exception(TypeError, lambda: to_image(numpy.uint32))
assert_exception(TypeError, lambda: to_image(numpy.uint64))
assert_image(to_image(numpy.int8), "I", (10, 10))
if Image._ENDIAN == '<': # Little endian
assert_image(to_image(numpy.int16), "I;16", (10, 10))
else:
assert_image(to_image(numpy.int16), "I;16B", (10, 10))
assert_image(to_image(numpy.int32), "I", (10, 10))
assert_exception(TypeError, lambda: to_image(numpy.int64))
assert_image(to_image(numpy.float), "F", (10, 10))
assert_image(to_image(numpy.float32), "F", (10, 10))
assert_image(to_image(numpy.float64), "F", (10, 10))
assert_image(to_image(numpy.uint8, 3), "RGB", (10, 10))
assert_image(to_image(numpy.uint8, 4), "RGBA", (10, 10))
# based on an erring example at http://is.gd/6F0esS
def test_3d_array():
a = numpy.ones((10, 10, 10), dtype=numpy.uint8)
assert_image(Image.fromarray(a[1, :, :]), "L", (10, 10))
assert_image(Image.fromarray(a[:, 1, :]), "L", (10, 10))
assert_image(Image.fromarray(a[:, :, 1]), "L", (10, 10))