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			236 lines
		
	
	
		
			7.2 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
			
		
		
	
	
			236 lines
		
	
	
		
			7.2 KiB
		
	
	
	
		
			Python
		
	
	
	
	
	
from helper import unittest, PillowTestCase
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from PIL import Image, ImageOps
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sample = Image.new("L", (7, 5))
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sample.putdata(sum([
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    [210, 50,  20,  10,  220, 230, 80],
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    [190, 210, 20,  180, 170, 40,  110],
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    [120, 210, 250, 60,  220, 0,   220],
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    [220, 40,  230, 80,  130, 250, 40],
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    [250, 0,   80,  30,  60,  20,  110],
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], []))
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class ImageMock(object):
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    def __init__(self):
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        self.im = self
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    def load(self):
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        pass
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    def _new(self, im):
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        return im
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    def box_blur(self, radius, n):
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        return radius, n
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class TestBoxBlurApi(PillowTestCase):
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    def test_imageops_box_blur(self):
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        i = ImageOps.box_blur(sample, 1)
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        self.assertEqual(i.mode, sample.mode)
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        self.assertEqual(i.size, sample.size)
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        self.assertIsInstance(i, Image.Image)
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class TestBoxBlur(PillowTestCase):
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    def box_blur(self, image, radius=1, n=1):
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        return image._new(image.im.box_blur(radius, n))
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    def assertImage(self, im, data, delta=0):
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        it = iter(im.getdata())
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        for data_row in data:
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            im_row = [next(it) for _ in range(im.size[0])]
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            if any(
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                abs(data_v - im_v) > delta
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                for data_v, im_v in zip(data_row, im_row)
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            ):
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                self.assertEqual(im_row, data_row)
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        self.assertRaises(StopIteration, next, it)
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    def assertBlur(self, im, radius, data, passes=1, delta=0):
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        # check grayscale image
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        self.assertImage(self.box_blur(im, radius, passes), data, delta)
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        rgba = Image.merge('RGBA', (im, im, im, im))
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        for band in self.box_blur(rgba, radius, passes).split():
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            self.assertImage(band, data, delta)
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    def test_color_modes(self):
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        self.assertRaises(ValueError, self.box_blur, sample.convert("1"))
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        self.assertRaises(ValueError, self.box_blur, sample.convert("P"))
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        self.box_blur(sample.convert("L"))
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        self.box_blur(sample.convert("LA"))
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        self.box_blur(sample.convert("LA").convert("La"))
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        self.assertRaises(ValueError, self.box_blur, sample.convert("I"))
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        self.assertRaises(ValueError, self.box_blur, sample.convert("F"))
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        self.box_blur(sample.convert("RGB"))
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        self.box_blur(sample.convert("RGBA"))
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        self.box_blur(sample.convert("RGBA").convert("RGBa"))
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        self.box_blur(sample.convert("CMYK"))
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        self.assertRaises(ValueError, self.box_blur, sample.convert("YCbCr"))
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    def test_radius_0(self):
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        self.assertBlur(
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            sample, 0,
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            [
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                [210, 50,  20,  10,  220, 230, 80],
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                [190, 210, 20,  180, 170, 40,  110],
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                [120, 210, 250, 60,  220, 0,   220],
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                [220, 40,  230, 80,  130, 250, 40],
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                [250, 0,   80,  30,  60,  20,  110],
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            ]
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        )
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    def test_radius_0_02(self):
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        self.assertBlur(
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            sample, 0.02,
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            [
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                [206, 55,  20,  17,  215, 223, 83],
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                [189, 203, 31,  171, 169, 46,  110],
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                [125, 206, 241, 69,  210, 13,  210],
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                [215, 49,  221, 82,  131, 235, 48],
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                [244, 7,   80,  32,  60,  27,  107],
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            ],
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            delta=2,
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        )
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    def test_radius_0_05(self):
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        self.assertBlur(
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            sample, 0.05,
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            [
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                [202, 62,  22,  27,  209, 215, 88],
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                [188, 194, 44,  161, 168, 56,  111],
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                [131, 201, 229, 81,  198, 31,  198],
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                [209, 62,  209, 86,  133, 216, 59],
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                [237, 17,  80,  36,  60,  35,  103],
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            ],
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            delta=2,
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        )
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    def test_radius_0_1(self):
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        self.assertBlur(
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            sample, 0.1,
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            [
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                [196, 72,  24,  40,  200, 203, 93],
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                [187, 183, 62,  148, 166, 68,  111],
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                [139, 193, 213, 96,  182, 54,  182],
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                [201, 78,  193, 91,  133, 191, 73],
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                [227, 31,  80,  42,  61,  47,  99],
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            ],
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            delta=1,
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        )
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    def test_radius_0_5(self):
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        self.assertBlur(
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            sample, 0.5,
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            [
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                [176, 101, 46,  83,  163, 165, 111],
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                [176, 149, 108, 122, 144, 120, 117],
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                [164, 171, 159, 141, 134, 119, 129],
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                [170, 136, 133, 114, 116, 124, 109],
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                [184, 95,  72,  70,  69,  81,  89],
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            ],
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            delta=1,
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        )
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    def test_radius_1(self):
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        self.assertBlur(
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            sample, 1,
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            [
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                [170, 109, 63,  97,  146, 153, 116],
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                [168, 142, 112, 128, 126, 143, 121],
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                [169, 166, 142, 149, 126, 131, 114],
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                [159, 156, 109, 127, 94,  117, 112],
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                [164, 128, 63,  87,  76,  89,  90],
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            ],
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            delta=1,
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        )
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    def test_radius_1_5(self):
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        self.assertBlur(
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            sample, 1.5,
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            [
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                [155, 120, 105, 112, 124, 137, 130],
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                [160, 136, 124, 125, 127, 134, 130],
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                [166, 147, 130, 125, 120, 121, 119],
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                [168, 145, 119, 109, 103, 105, 110],
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                [168, 134, 96,  85,  85,  89,  97],
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            ],
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            delta=1,
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        )
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    def test_radius_bigger_then_half(self):
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        self.assertBlur(
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            sample, 3,
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            [
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                [144, 145, 142, 128, 114, 115, 117],
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                [148, 145, 137, 122, 109, 111, 112],
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                [152, 145, 131, 117, 103, 107, 108],
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                [156, 144, 126, 111, 97,  102, 103],
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                [160, 144, 121, 106, 92,  98,  99],
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            ],
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            delta=1,
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        )
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    def test_radius_bigger_then_width(self):
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        self.assertBlur(
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            sample, 10,
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            [
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                [158, 153, 147, 141, 135, 129, 123],
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                [159, 153, 147, 141, 136, 130, 124],
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                [159, 154, 148, 142, 136, 130, 124],
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                [160, 154, 148, 142, 137, 131, 125],
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                [160, 155, 149, 143, 137, 131, 125],
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            ],
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            delta=0,
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        )
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    def test_exteme_large_radius(self):
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        self.assertBlur(
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            sample, 600,
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            [
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                [162, 162, 162, 162, 162, 162, 162],
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                [162, 162, 162, 162, 162, 162, 162],
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                [162, 162, 162, 162, 162, 162, 162],
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                [162, 162, 162, 162, 162, 162, 162],
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                [162, 162, 162, 162, 162, 162, 162],
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            ],
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            delta=1,
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        )
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    def test_two_passes(self):
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        self.assertBlur(
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            sample, 1,
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            [
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                [153, 123, 102, 109, 132, 135, 129],
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                [159, 138, 123, 121, 133, 131, 126],
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                [162, 147, 136, 124, 127, 121, 121],
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                [159, 140, 125, 108, 111, 106, 108],
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                [154, 126, 105, 87,  94,  93,  97],
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            ],
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            passes=2,
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            delta=1,
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        )
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    def test_three_passes(self):
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        self.assertBlur(
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            sample, 1,
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            [
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                [146, 131, 116, 118, 126, 131, 130],
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                [151, 138, 125, 123, 126, 128, 127],
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                [154, 143, 129, 123, 120, 120, 119],
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                [152, 139, 122, 113, 108, 108, 108],
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                [148, 132, 112, 102, 97,  99,  100],
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            ],
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            passes=3,
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            delta=1,
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        )
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if __name__ == '__main__':
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    unittest.main()
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