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Color3DLUT.generate
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@ -249,6 +249,29 @@ class TestColorLut3DFilter(PillowTestCase):
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flt = ImageFilter.Color3DLUT((2, 2, 2), [(0, 1, 2, 3)] * 8,
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channels=4)
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def test_generate(self):
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flt = ImageFilter.Color3DLUT.generate(5, lambda r, g, b: (r, g, b))
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self.assertEqual(tuple(flt.size), (5, 5, 5))
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self.assertEqual(flt.name, "Color 3D LUT")
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self.assertEqual(flt.table[:24], [
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0.0, 0.0, 0.0, 0.25, 0.0, 0.0, 0.5, 0.0, 0.0, 0.75, 0.0, 0.0,
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1.0, 0.0, 0.0, 0.0, 0.25, 0.0, 0.25, 0.25, 0.0, 0.5, 0.25, 0.0])
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flt = ImageFilter.Color3DLUT.generate(5, channels=4,
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callback=lambda r, g, b: (b, r, g, (r+g+b) / 2))
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self.assertEqual(tuple(flt.size), (5, 5, 5))
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self.assertEqual(flt.name, "Color 3D LUT")
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self.assertEqual(flt.table[:24], [
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0.0, 0.0, 0.0, 0.0, 0.0, 0.25, 0.0, 0.125, 0.0, 0.5, 0.0, 0.25,
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0.0, 0.75, 0.0, 0.375, 0.0, 1.0, 0.0, 0.5, 0.0, 0.0, 0.25, 0.125])
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with self.assertRaisesRegexp(ValueError, "should have a length of 3"):
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ImageFilter.Color3DLUT.generate(5, lambda r, g, b: (r, g, b, r))
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with self.assertRaisesRegexp(ValueError, "should have a length of 4"):
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ImageFilter.Color3DLUT.generate(5, channels=4,
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callback=lambda r, g, b: (r, g, b))
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if __name__ == '__main__':
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unittest.main()
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@ -324,19 +324,7 @@ class Color3DLUT(MultibandFilter):
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name = "Color 3D LUT"
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def __init__(self, size, table, channels=3, target_mode=None):
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try:
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_, _, _ = size
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except ValueError:
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raise ValueError("Size should be an integer either "
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"tuple of three integers.")
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except TypeError:
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size = (size, size, size)
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size = map(int, size)
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for size1D in size:
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if not 2 <= size1D <= 65:
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raise ValueError("Size should be in [2, 65] range.")
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self.size = size
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self.size = size = self._check_size(size)
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self.channels = channels
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self.mode = target_mode
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@ -358,6 +346,45 @@ class Color3DLUT(MultibandFilter):
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"Table length: {}".format(len(table)))
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self.table = table
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@staticmethod
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def _check_size(size):
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try:
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_, _, _ = size
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except ValueError:
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raise ValueError("Size should be an integer either "
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"tuple of three integers.")
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except TypeError:
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size = (size, size, size)
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size = map(int, size)
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for size1D in size:
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if not 2 <= size1D <= 65:
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raise ValueError("Size should be in [2, 65] range.")
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return size
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@classmethod
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def generate(cls, size, callback, channels=3, target_mode=None):
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"""Generates new LUT using provided callback.
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:param size: Size of the table. Passed to the constructor.
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:param callback: Function with three parameters which correspond
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three color channels. Will be called ``size**3``
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times with values from 0.0 to 1.0 and should return
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a tuple with ``channels`` elements.
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:param channels: Passed to the constructor.
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:param target_mode: Passed to the constructor.
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"""
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size1D, size2D, size3D = cls._check_size(size)
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table = []
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for b in range(size3D):
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for g in range(size2D):
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for r in range(size1D):
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table.append(callback(
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r / float(size1D-1),
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g / float(size2D-1),
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b / float(size3D-1)))
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return cls((size1D, size2D, size3D), table, channels, target_mode)
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def filter(self, image):
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from . import Image
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