Created
May 29, 2014 15:00
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Needleman-Wunsch algorithm in JS
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const UP = 1; | |
const LEFT = 2; | |
const UL = 4; | |
function nw(s1, s2, op) { | |
op = op || {}; | |
const G = op.G || 2; | |
const P = op.P || 1; | |
const M = op.M || -1; | |
var mat = {}; | |
var direc = {}; | |
// initialization | |
for(var i=0; i<s1.length+1; i++) { | |
mat[i] = {0:0}; | |
direc[i] = {0:[]}; | |
for(var j=1; j<s2.length+1; j++) { | |
mat[i][j] = (i == 0) | |
? 0 | |
: (s1.charAt(i-1) == s2.charAt(j-1)) ? P : M | |
direc[i][j] = []; | |
} | |
} | |
// calculate each value | |
for(var i=0; i<s1.length+1; i++) { | |
for(var j=0; j<s2.length+1; j++) { | |
var newval = (i == 0 || j == 0) | |
? -G * (i + j) | |
: Math.max(mat[i-1][j] - G, mat[i-1][j-1] + mat[i][j], mat[i][j-1] -G); | |
if (i > 0 && j > 0) { | |
if( newval == mat[i-1][j] - G) direc[i][j].push(UP); | |
if( newval == mat[i][j-1] - G) direc[i][j].push(LEFT); | |
if( newval == mat[i-1][j-1] + mat[i][j]) direc[i][j].push(UL); | |
} | |
else { | |
direc[i][j].push((j == 0) ? UP : LEFT); | |
} | |
mat[i][j] = newval; | |
} | |
} | |
// get result | |
var chars = [[],[]]; | |
var I = s1.length; | |
var J = s2.length; | |
const max = Math.max(I, J); | |
while(I > 0 || J > 0) { | |
switch (direc[I][J][0]) { | |
case UP: | |
I--; | |
chars[0].push(s1.charAt(I)); | |
chars[1].push('-'); | |
break; | |
case LEFT: | |
J--; | |
chars[0].push('-'); | |
chars[1].push(s2.charAt(J)); | |
break; | |
case UL: | |
I--; | |
J--; | |
chars[0].push(s1.charAt(I)); | |
chars[1].push(s2.charAt(J)); | |
break; | |
default: break; | |
} | |
} | |
return chars.map(function(v) { | |
return v.reverse().join(''); | |
}); | |
} | |
function main() { | |
if (process.argv.length < 3) { | |
return; | |
} | |
var w1 = process.argv[2]; | |
var w2 = process.argv[3]; | |
var r = nw(w1,w2); | |
console.log(r[0]); | |
console.log(r[1]); | |
} | |
module.exports = nw; | |
if (process.argv[1] == __filename) { | |
main(); | |
} |
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