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tests for img -> numpy.array
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@ -1,6 +1,7 @@
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from tester import *
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from PIL import Image
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import struct
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try:
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import site
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@ -65,10 +66,43 @@ def test_3d_array():
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assert_image(Image.fromarray(a[:, :, 1]), "L", (10, 10))
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def _test_img_equals_nparray(img, np):
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assert_equal(img.size, np.shape[0:2])
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px = img.load()
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for x in xrange(0, img.size[0], img.size[0]/10):
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for y in xrange(0, img.size[1], img.size[1]/10):
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assert_deep_equal(px[x,y], np[y,x])
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def test_16bit():
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img = Image.open('Tests/images/12bit.cropped.tif')
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px = img.load()
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np_img = numpy.array(img)
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assert_equal(np_img.shape, (64,64))
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assert_equal(px[1,1],np_img[1,1])
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_test_img_equals_nparray(img, np_img)
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assert_equal(np_img.dtype, numpy.dtype('uint16'))
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def test_to_array():
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def _to_array(mode, dtype):
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img = lena(mode)
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np_img = numpy.array(img)
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_test_img_equals_nparray(img, np_img)
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assert_equal(np_img.dtype, numpy.dtype(dtype))
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modes = [("L", 'uint8'),
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("I", 'int32'),
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("F", 'float32'),
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("RGB", 'uint8'),
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("RGBA", 'uint8'),
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("RGBX", 'uint8'),
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("CMYK", 'uint8'),
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("YCbCr", 'uint8'),
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("I;16", 'uint16'),
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("I;16B", '>u2'),
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("I;16L", 'uint16'),
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]
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for mode in modes:
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assert_no_exception(lambda: _to_array(*mode))
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@ -67,6 +67,19 @@ def assert_equal(a, b, msg=None):
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else:
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failure(msg or "got %r, expected %r" % (a, b))
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def assert_deep_equal(a, b, msg=None):
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try:
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if len(a) == len(b):
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if all([x==y for x,y in zip(a,b)]):
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success()
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else:
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failure(msg or "got %s, expected %s" % (a,b))
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else:
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failure(msg or "got length %s, expected %s" % (len(a), len(b)))
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except:
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assert_equal(a,b,msg)
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def assert_match(v, pattern, msg=None):
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import re
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if re.match(pattern, v):
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