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4 Commits
0.0.1 ... main

Author SHA1 Message Date
alu
bc50e3ee4d bump version to 1.0.0 2024-08-06 17:45:39 +00:00
alu
096d184b4b improve CIGAR return value to include match positions,
fix test
2024-08-06 17:44:51 +00:00
alu
24bbe15a12 fix lint command 2024-07-29 20:12:35 +00:00
alu
030ab0f2d1 fix linting,
move tests to tests folder,
add minified version
2024-07-29 20:10:05 +00:00
4 changed files with 109 additions and 68 deletions

1
.gitignore vendored
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@ -1,2 +1,3 @@
**/package-lock.json
**/node_modules
dist/*

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@ -1,8 +1,8 @@
{
"name": "wfa-js",
"version": "0.0.1",
"version": "1.0.0",
"description": "Wavefront alignment algorithm in JS",
"main": "src/main.js",
"main": "tests/test.js",
"type": "module",
"devDependencies": {
"eslint": "^8.43.0",
@ -13,6 +13,8 @@
"progress": "^2.0.3"
},
"scripts": {
"lint": "DEBUG=eslint:cli-engine eslint --fix ."
"test": "node tests/test.js",
"lint": "DEBUG=eslint:cli-engine eslint --fix src/*.js tests/*.js",
"minify": "sed -ze 's/\\t//g; s/\\/\\/[[:print:]]*//g;s/\\n//g;' src/wfa.js > dist/wfa.js"
}
}

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@ -7,7 +7,7 @@ class WavefrontComponent {
}
// get value for wavefront=score, diag=k
get_val (score, k) {
getVal (score, k) {
if (this.W[score] !== undefined && this.W[score][k] !== undefined) {
return this.W[score][k];
}
@ -17,7 +17,7 @@ class WavefrontComponent {
}
// set value for wavefront=score, diag=k
set_val (score, k, val) {
setVal (score, k, val) {
if (this.W[score]) {
this.W[score][k] = val;
}
@ -28,7 +28,7 @@ class WavefrontComponent {
}
// get alignment traceback
get_traceback (score, k) {
getTraceback (score, k) {
if (this.A[score] !== undefined && this.A[score][k] !== undefined) {
return this.A[score][k];
}
@ -38,7 +38,7 @@ class WavefrontComponent {
}
// set alignment traceback
set_traceback (score, k, traceback) {
setTraceback (score, k, traceback) {
if (this.A[score]) {
this.A[score][k] = traceback;
}
@ -49,24 +49,24 @@ class WavefrontComponent {
}
// get hi for wavefront=score
get_hi (score) {
getHi (score) {
const hi = this.hi[score];
return isNaN(hi) ? 0 : hi;
}
// set hi for wavefront=score
set_hi (score, hi) {
setHi (score, hi) {
this.hi[score] = hi;
}
// get lo for wavefront=score
get_lo (score) {
getLo (score) {
const lo = this.lo[score];
return isNaN(lo) ? 0 : lo;
}
// set lo for wavefront=score
set_lo (score, lo) {
setLo (score, lo) {
this.lo[score] = lo;
}
@ -184,41 +184,45 @@ function argmax (args) {
return args.indexOf(val);
}
export default function wf_align (s1, s2, penalties) {
export default function wfAlign (s1, s2, penalties, doCIGAR = false) {
const n = s1.length;
const m = s2.length;
const A_k = m - n;
const A_offset = m;
let score = 0;
const M = new WavefrontComponent();
M.set_val(0, 0, 0);
M.set_hi(0, 0);
M.set_lo(0, 0);
M.set_traceback(0, 0, traceback.End);
M.setVal(0, 0, 0);
M.setHi(0, 0);
M.setLo(0, 0);
M.setTraceback(0, 0, traceback.End);
const I = new WavefrontComponent();
const D = new WavefrontComponent();
while (true) {
wf_extend(M, s1, n, s2, m, score);
if (M.get_val(score, A_k) >= A_offset) {
wfExtend(M, s1, n, s2, m, score);
if (M.getVal(score, A_k) >= A_offset) {
break;
}
score++;
wf_next(M, I, D, score, penalties);
wfNext(M, I, D, score, penalties);
}
return wf_backtrace(M, I, D, score, penalties, A_k, A_offset);
let CIGAR = null;
if (doCIGAR) {
CIGAR = wfBacktrace(M, I, D, score, penalties, A_k, s1, s2);
}
return { score, CIGAR };
}
function wf_extend (M, s1, n, s2, m, score) {
const lo = M.get_lo(score);
const hi = M.get_hi(score);
function wfExtend (M, s1, n, s2, m, score) {
const lo = M.getLo(score);
const hi = M.getHi(score);
for (let k = lo; k <= hi; k++) {
let v = M.get_val(score, k) - k;
let h = M.get_val(score, k);
let v = M.getVal(score, k) - k;
let h = M.getVal(score, k);
if (isNaN(v) || isNaN(h)) {
continue;
}
while (s1[v] === s2[h]) {
M.set_val(score, k, M.get_val(score, k) + 1);
M.setVal(score, k, M.getVal(score, k) + 1);
v++;
h++;
if (v > n || h > m) {
@ -228,49 +232,49 @@ function wf_extend (M, s1, n, s2, m, score) {
}
}
function wf_next (M, I, D, score, penalties) {
function wfNext (M, I, D, score, penalties, do_traceback) {
const x = penalties.x;
const o = penalties.o;
const e = penalties.e;
const lo = min([M.get_lo(score - x), M.get_lo(score - o - e), I.get_lo(score - e), D.get_lo(score - e)]) - 1;
const hi = max([M.get_hi(score - x), M.get_hi(score - o - e), I.get_hi(score - e), D.get_hi(score - e)]) + 1;
M.set_hi(score, hi);
I.set_hi(score, hi);
D.set_hi(score, hi);
M.set_lo(score, lo);
I.set_lo(score, lo);
D.set_lo(score, lo);
const lo = min([M.getLo(score - x), M.getLo(score - o - e), I.getLo(score - e), D.getLo(score - e)]) - 1;
const hi = max([M.getHi(score - x), M.getHi(score - o - e), I.getHi(score - e), D.getHi(score - e)]) + 1;
M.setHi(score, hi);
I.setHi(score, hi);
D.setHi(score, hi);
M.setLo(score, lo);
I.setLo(score, lo);
D.setLo(score, lo);
for (let k = lo; k <= hi; k++) {
I.set_val(score, k, max([
M.get_val(score - o - e, k - 1),
I.get_val(score - e, k - 1)
I.setVal(score, k, max([
M.getVal(score - o - e, k - 1),
I.getVal(score - e, k - 1)
]) + 1);
I.set_traceback(score, k, [traceback.OpenIns, traceback.ExtdIns][argmax([
M.get_val(score - o - e, k - 1),
I.get_val(score - e, k - 1)
I.setTraceback(score, k, [traceback.OpenIns, traceback.ExtdIns][argmax([
M.getVal(score - o - e, k - 1),
I.getVal(score - e, k - 1)
])]);
D.set_val(score, k, max([
M.get_val(score - o - e, k + 1),
D.get_val(score - e, k + 1)
D.setVal(score, k, max([
M.getVal(score - o - e, k + 1),
D.getVal(score - e, k + 1)
]));
D.set_traceback(score, k, [traceback.OpenDel, traceback.ExtdDel][argmax([
M.get_val(score - o - e, k + 1),
D.get_val(score - e, k + 1)
D.setTraceback(score, k, [traceback.OpenDel, traceback.ExtdDel][argmax([
M.getVal(score - o - e, k + 1),
D.getVal(score - e, k + 1)
])]);
M.set_val(score, k, max([
M.get_val(score - x, k) + 1,
I.get_val(score, k),
D.get_val(score, k)
M.setVal(score, k, max([
M.getVal(score - x, k) + 1,
I.getVal(score, k),
D.getVal(score, k)
]));
M.set_traceback(score, k, [traceback.Sub, traceback.Ins, traceback.Del][argmax([
M.get_val(score - x, k) + 1,
I.get_val(score, k),
D.get_val(score, k)
M.setTraceback(score, k, [traceback.Sub, traceback.Ins, traceback.Del][argmax([
M.getVal(score - x, k) + 1,
I.getVal(score, k),
D.getVal(score, k)
])]);
}
}
function wf_backtrace (M, I, D, score, penalties, A_k) {
function wfBacktrace (M, I, D, score, penalties, A_k, s1, s2) {
const traceback_CIGAR = ["I", "I", "D", "D", "X", "", "", ""];
const x = penalties.x;
const o = penalties.o;
@ -278,7 +282,7 @@ function wf_backtrace (M, I, D, score, penalties, A_k) {
let CIGAR_rev = ""; // reversed CIGAR
let tb_s = score; // traceback score
let tb_k = A_k; // traceback diag k
let current_traceback = M.get_traceback(tb_s, tb_k);
let current_traceback = M.getTraceback(tb_s, tb_k);
let done = false;
while (!done) {
CIGAR_rev += traceback_CIGAR[current_traceback];
@ -286,43 +290,67 @@ function wf_backtrace (M, I, D, score, penalties, A_k) {
case traceback.OpenIns:
tb_s = tb_s - o - e;
tb_k = tb_k - 1;
current_traceback = M.get_traceback(tb_s, tb_k);
current_traceback = M.getTraceback(tb_s, tb_k);
break;
case traceback.ExtdIns:
tb_s = tb_s - e;
tb_k = tb_k - 1;
current_traceback = I.get_traceback(tb_s, tb_k);
current_traceback = I.getTraceback(tb_s, tb_k);
break;
case traceback.OpenDel:
tb_s = tb_s - o - e;
tb_k = tb_k + 1;
current_traceback = M.get_traceback(tb_s, tb_k);
current_traceback = M.getTraceback(tb_s, tb_k);
break;
case traceback.ExtdDel:
tb_s = tb_s - e;
tb_k = tb_k + 1;
current_traceback = D.get_traceback(tb_s, tb_k);
current_traceback = D.getTraceback(tb_s, tb_k);
break;
case traceback.Sub:
tb_s = tb_s - x;
// tb_k = tb_k;
current_traceback = M.get_traceback(tb_s, tb_k);
current_traceback = M.getTraceback(tb_s, tb_k);
break;
case traceback.Ins:
// tb_s = tb_s;
// tb_k = tb_k;
current_traceback = I.get_traceback(tb_s, tb_k);
current_traceback = I.getTraceback(tb_s, tb_k);
break;
case traceback.Del:
// tb_s = tb_s;
// tb_k = tb_k;
current_traceback = D.get_traceback(tb_s, tb_k);
current_traceback = D.getTraceback(tb_s, tb_k);
break;
case traceback.End:
done = true;
break;
}
}
const CIGAR = Array.from(CIGAR_rev).reverse().join("");
return { CIGAR, score };
const CIGAR_part = Array.from(CIGAR_rev).reverse(); // still missing Match positions
let c = 0;
let i = 0;
let j = 0;
while (i < s1.length && j < s2.length) { // iterate through the strings to back-solve match positions
if (s1[i] === s2[j]) { // match, insert M and then increment c, i, j
CIGAR_part.splice(c, 0, "M");
c++;
i++;
j++;
}
else if (CIGAR_part[c] === "X") { // mismatch, increment c, i, j
c++;
i++;
j++;
}
else if (CIGAR_part[c] === "I") { // insertion of character to s1 to reach s2, increment c,j
c++;
j++;
}
else if (CIGAR_part[c] === "D") { // deletion of character from s1 to reach s2, increment c,i
c++;
i++;
}
}
return CIGAR_part.join("");
}

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@ -1,4 +1,4 @@
import wf_align from "./wfa.js";
import wfAlign from "../src/wfa.js";
import fs from "fs";
import ProgressBar from "progress";
@ -7,6 +7,7 @@ data = JSON.parse(data);
const sequences = fs.readFileSync("./tests/sequences").toString().split("\n");
// const total = sequences.length;
const total = 500; // skip the later tests because of memory usage
const timePerChar = [];
for (const test_name of Object.keys(data)) {
const test = data[test_name];
@ -19,7 +20,10 @@ for (const test_name of Object.keys(data)) {
for (let i = 0; i < total; i += 2) {
const s1 = sequences[i].replace(">");
const s2 = sequences[i + 1].replace("<");
const { CIGAR, score } = wf_align(s1, s2, penalties);
const start = process.hrtime()[1];
const { score } = wfAlign(s1, s2, penalties, false);
const elapsed = process.hrtime()[1] - start;
timePerChar.push((elapsed / 1e9) / (s1.length + s2.length));
const solution_score = Number(solutions[j].split("\t")[0]);
if (solution_score === -score) {
correct += 1;
@ -28,4 +32,10 @@ for (const test_name of Object.keys(data)) {
bar.tick();
}
console.log(`correct: ${correct}\ntotal: ${total / 2}\n`);
console.log(`average time per character (ms): ${average(timePerChar) * 1000}`);
}
function average (arr) {
const sum = arr.reduce((a, b) => a + b, 0);
return sum / arr.length;
}