Created
May 19, 2014 21:00
-
-
Save exebetche/18997eb4467956c5263c to your computer and use it in GitHub Desktop.
Lua implementation of levenshtein distance
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
function levenshtein(a, b) | |
if a:len() == 0 then return b:len() end | |
if b:len() == 0 then return a:len() end | |
local matrix = {} | |
local a_len = a:len()+1 | |
local b_len = b:len()+1 | |
-- increment along the first column of each row | |
for i = 1, b_len do | |
matrix[i] = {i-1} | |
end | |
-- increment each column in the first row | |
for j = 1, a_len do | |
matrix[1][j] = j-1 | |
end | |
-- Fill in the rest of the matrix | |
for i = 2, b_len do | |
for j = 2, a_len do | |
if b:byte(i-1) == a:byte(j-1) then | |
matrix[i][j] = matrix[i-1][j-1] | |
else | |
matrix[i][j] = math.min( | |
matrix[i-1][j-1] + 1, -- substitution | |
matrix[i ][j-1] + 1, -- insertion | |
matrix[i-1][j ] + 1) -- deletion | |
end | |
end | |
end | |
return matrix[b_len][a_len] | |
end |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment