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93 lines
3.2 KiB
Cython
93 lines
3.2 KiB
Cython
# Created By: Virgil Dupras
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# Created On: 2009-04-23
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# $Id$
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# Copyright 2009 Hardcoded Software (http://www.hardcoded.net)
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cdef extern from "stdlib.h":
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int abs(int n) # required so that abs() is applied on ints, not python objects
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class NoBlocksError(Exception):
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"""avgdiff/maxdiff has been called with empty lists"""
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class DifferentBlockCountError(Exception):
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"""avgdiff/maxdiff has been called with 2 block lists of different size."""
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cdef object getblock(object image):
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"""Returns a 3 sized tuple containing the mean color of 'image'.
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image: a PIL image or crop.
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"""
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cdef int pixel_count, red, green, blue, r, g, b
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if image.size[0]:
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pixel_count = image.size[0] * image.size[1]
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red = green = blue = 0
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for r, g, b in image.getdata():
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red += r
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green += g
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blue += b
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return (red // pixel_count, green // pixel_count, blue // pixel_count)
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else:
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return (0, 0, 0)
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def getblocks2(image, int block_count_per_side):
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"""Returns a list of blocks (3 sized tuples).
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image: A PIL image to base the blocks on.
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block_count_per_side: This integer determine the number of blocks the function will return.
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If it is 10, for example, 100 blocks will be returns (10 width, 10 height). The blocks will not
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necessarely cover square areas. The area covered by each block will be proportional to the image
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itself.
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"""
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if not image.size[0]:
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return []
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cdef int width, height, block_width, block_height, ih, iw, top, bottom, left, right
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width, height = image.size
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block_width = max(width // block_count_per_side, 1)
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block_height = max(height // block_count_per_side, 1)
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result = []
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for ih in range(block_count_per_side):
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top = min(ih * block_height, height - block_height)
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bottom = top + block_height
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for iw in range(block_count_per_side):
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left = min(iw * block_width, width - block_width)
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right = left + block_width
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box = (left, top, right, bottom)
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crop = image.crop(box)
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result.append(getblock(crop))
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return result
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cdef int diff(first, second):
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"""Returns the difference between the first block and the second.
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It returns an absolute sum of the 3 differences (RGB).
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"""
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cdef int r1, g1, b1, r2, g2, b2
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r1, g1, b1 = first
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r2, g2, b2 = second
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return abs(r1 - r2) + abs(g1 - g2) + abs(b1 - b2)
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def avgdiff(first, second, int limit, int min_iterations):
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"""Returns the average diff between first blocks and seconds.
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If the result surpasses limit, limit + 1 is returned, except if less than min_iterations
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iterations have been made in the blocks.
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"""
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cdef int count, sum, i, iteration_count
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count = len(first)
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if count != len(second):
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raise DifferentBlockCountError()
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if not count:
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raise NoBlocksError()
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sum = 0
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for i in range(count):
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iteration_count = i + 1
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item1 = first[i]
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item2 = second[i]
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sum += diff(item1, item2)
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if sum > limit * iteration_count and iteration_count >= min_iterations:
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return limit + 1
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result = sum // count
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if (not result) and sum:
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result = 1
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return result |