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Myers-Ukkonen diff in 39 lines of python
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# Copyright (c) 2015 Tony Garnock-Jones <[email protected]> | |
# | |
# Permission is hereby granted, free of charge, to any person | |
# obtaining a copy of this software and associated documentation files | |
# (the "Software"), to deal in the Software without restriction, | |
# including without limitation the rights to use, copy, modify, merge, | |
# publish, distribute, sublicense, and/or sell copies of the Software, | |
# and to permit persons to whom the Software is furnished to do so, | |
# subject to the following conditions: | |
# | |
# The above copyright notice and this permission notice shall be | |
# included in all copies or substantial portions of the Software. | |
# | |
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, | |
# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF | |
# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND | |
# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS | |
# BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN | |
# ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN | |
# CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | |
# SOFTWARE. | |
# Text diff algorithm after Myers 1986 and Ukkonen 1985, following | |
# Levente Uzonyi's Squeak Smalltalk implementation at | |
# http://squeaksource.com/DiffMerge.html | |
# | |
# E. W. Myers, "An O(ND) difference algorithm and its variations," | |
# Algorithmica, vol. 1, no. 1-4, pp. 251-266, Nov. 1986. | |
# | |
# E. Ukkonen, "Algorithms for approximate string matching," Inf. | |
# Control, vol. 64, no. 1-3, pp. 100-118, Jan. 1985. | |
def longest_common_subsequence(xs, ys): | |
totallen = len(xs) + len(ys) | |
frontier = [0] * (2 * totallen + 1) | |
candidates = [None] * (2 * totallen + 1) | |
for d in range(totallen + 1): | |
for k in range(-d, d+1, 2): | |
if k == -d or (k != d and frontier[totallen + k - 1] < frontier[totallen + k + 1]): | |
index = totallen + k + 1 | |
x = frontier[index] | |
else: | |
index = totallen + k - 1 | |
x = frontier[index] + 1 | |
y = x - k | |
chain = candidates[index] | |
while x < len(xs) and y < len(ys) and xs[x] == ys[y]: | |
chain = ((x, y), chain) | |
x = x + 1 | |
y = y + 1 | |
if x >= len(xs) and y >= len(ys): | |
result = [] | |
while chain: | |
result.append(chain[0]) | |
chain = chain[1] | |
result.reverse() | |
return result | |
frontier[totallen + k] = x | |
candidates[totallen + k] = chain | |
def diff(xs, ys): | |
i = -1 | |
j = -1 | |
matches = longest_common_subsequence(xs, ys) | |
matches.append((len(xs), len(ys))) | |
result = [] | |
for (mi, mj) in matches: | |
if mi - i > 1 or mj - j > 1: | |
result.append((i + 1, mi - i - 1, j + 1, mj - j - 1)) | |
i = mi | |
j = mj | |
return result | |
if __name__ == '__main__': | |
def check(actual, expected): | |
if actual != expected: | |
print "Expected:", repr(expected) | |
print "Actual:", repr(actual) | |
check(diff("The red brown fox jumped over the rolling log", | |
"The brown spotted fox leaped over the rolling log"), | |
[(4,4,4,0), (14,0,10,8), (18,3,22,3)]) | |
for (xs, ys, lcs) in [("acbcaca", "bcbcacb", [(1,1),(2,2),(3,3),(4,4),(5,5)]), | |
("bcbcacb", "acbcaca", [(1,1),(2,2),(3,3),(4,4),(5,5)]), | |
("acba", "bcbb", [(1,1),(2,2)]), | |
("abcabba", "cbabac", [(2,0),(3,2),(4,3),(6,4)]), | |
("cbabac", "abcabba", [(1,1),(2,3),(3,4),(4,6)]), | |
([[1,1,1],[1,1,1],[1,1,1],[1,1,1]], | |
[[1,1,1],[2,2,2],[1,1,1],[4,4,4]], | |
[(0,0),(1,2)])]: | |
check(longest_common_subsequence(xs, ys), lcs) | |
check(diff([[1,1,1],[1,1,1],[1,1,1],[1,1,1]], | |
[[1,1,1],[2,2,2],[1,1,1],[4,4,4]]), | |
[(1,0,1,1), (2,2,3,1)]) | |
check(longest_common_subsequence("abc", "def"), []) | |
check(diff("abc", "def"), [(0,3,0,3)]) |
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