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jd_validate_Worker.js 12.15 KB
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kevin 提交于 2021-11-23 10:04 . edit
/**
* export validate_num = 5
* 默认预存5个validate
* cron 58 7,15,23 * * *
*/
const http = require('http');
const stream = require('stream');
const zlib = require('zlib');
const vm = require('vm');
const PNG = require('png-js');
const UA = require('./USER_AGENTS.js').USER_AGENT;
const fs = require('fs')
const {Worker, isMainThread, workerData} = require('worker_threads')
let validate_num = process.env.validate_num ? process.env.validate_num : 5 // validate个数
Math.avg = function average() {
let sum = 0;
let len = this.length;
for (let i = 0; i < len; i++) {
sum += this[i];
}
return sum / len;
};
function sleep(timeout) {
return new Promise((resolve) => setTimeout(resolve, timeout));
}
class PNGDecoder extends PNG {
constructor(args) {
super(args);
this.pixels = [];
}
decodeToPixels() {
return new Promise((resolve) => {
this.decode((pixels) => {
this.pixels = pixels;
resolve();
});
});
}
getImageData(x, y, w, h) {
const {pixels} = this;
const len = w * h * 4;
const startIndex = x * 4 + y * (w * 4);
return {data: pixels.slice(startIndex, startIndex + len)};
}
}
const PUZZLE_GAP = 8;
const PUZZLE_PAD = 10;
class PuzzleRecognizer {
constructor(bg, patch, y) {
const imgBg = new PNGDecoder(Buffer.from(bg, 'base64'));
const imgPatch = new PNGDecoder(Buffer.from(patch, 'base64'));
this.bg = imgBg;
this.patch = imgPatch;
this.rawBg = bg;
this.rawPatch = patch;
this.y = y;
this.w = imgBg.width;
this.h = imgBg.height;
}
async run() {
await this.bg.decodeToPixels();
await this.patch.decodeToPixels();
return this.recognize();
}
recognize() {
const {ctx, w: width, bg} = this;
const {width: patchWidth, height: patchHeight} = this.patch;
const posY = this.y + PUZZLE_PAD + ((patchHeight - PUZZLE_PAD) / 2) - (PUZZLE_GAP / 2);
// const cData = ctx.getImageData(0, a.y + 10 + 20 - 4, 360, 8).data;
const cData = bg.getImageData(0, posY, width, PUZZLE_GAP).data;
const lumas = [];
for (let x = 0; x < width; x++) {
let sum = 0;
// y xais
for (let y = 0; y < PUZZLE_GAP; y++) {
let idx = x * 4 + y * (width * 4);
let r = cData[idx];
let g = cData[idx + 1];
let b = cData[idx + 2];
let luma = 0.2126 * r + 0.7152 * g + 0.0722 * b;
sum += luma;
}
lumas.push(sum / PUZZLE_GAP);
}
const n = 2; // minium macroscopic image width (px)
const margin = patchWidth - PUZZLE_PAD;
const diff = 20; // macroscopic brightness difference
const radius = PUZZLE_PAD;
for (let i = 0, len = lumas.length - 2 * 4; i < len; i++) {
const left = (lumas[i] + lumas[i + 1]) / n;
const right = (lumas[i + 2] + lumas[i + 3]) / n;
const mi = margin + i;
const mLeft = (lumas[mi] + lumas[mi + 1]) / n;
const mRigth = (lumas[mi + 2] + lumas[mi + 3]) / n;
if (left - right > diff && mLeft - mRigth < -diff) {
const pieces = lumas.slice(i + 2, margin + i + 2);
const median = pieces.sort((x1, x2) => x1 - x2)[20];
const avg = Math.avg(pieces);
// noise reducation
if (median > left || median > mRigth) return;
if (avg > 100) return;
// console.table({left,right,mLeft,mRigth,median});
// ctx.fillRect(i+n-radius, 0, 1, 360);
// console.log(i+n-radius);
return i + n - radius;
}
}
// not found
return -1;
}
}
const DATA = {
"appId": "17839d5db83",
"scene": "cww",
"product": "embed",
"lang": "zh_CN",
};
const SERVER = '124.250.18.211';
// ping iv.jd.com
class JDJRValidator {
constructor() {
this.data = {};
this.x = 0;
this.t = Date.now();
}
async run(tag) {
const tryRecognize = async () => {
const x = await this.recognize();
if (x > 0) {
return x;
}
// retry
return await tryRecognize();
};
const puzzleX = await tryRecognize();
const pos = new MousePosFaker(puzzleX).run();
const d = getCoordinate(pos);
await sleep(pos[pos.length - 1][2] - Date.now());
const result = await JDJRValidator.jsonp('/slide/s.html', {d, ...this.data});
if (result.message === 'success') {
console.log(result);
console.log('JDJRValidator: %fs', (Date.now() - this.t) / 1000);
return result;
} else {
process.stdout.write(`Thread-${tag}`)
console.count(JSON.stringify(result));
await sleep(300);
return await this.run(tag);
}
}
async recognize() {
const data = await JDJRValidator.jsonp('/slide/g.html', {e: ''});
const {bg, patch, y} = data;
// const uri = 'data:image/png;base64,';
// const re = new PuzzleRecognizer(uri+bg, uri+patch, y);
const re = new PuzzleRecognizer(bg, patch, y);
const puzzleX = await re.run();
if (puzzleX > 0) {
this.data = {
c: data.challenge,
w: re.w,
e: '',
s: '',
o: '',
};
this.x = puzzleX;
}
return puzzleX;
}
async report(n) {
console.time('PuzzleRecognizer');
let count = 0;
for (let i = 0; i < n; i++) {
const x = await this.recognize();
if (x > 0) count++;
if (i % 50 === 0) {
}
}
console.timeEnd('PuzzleRecognizer');
}
static jsonp(api, data = {}) {
return new Promise((resolve, reject) => {
const fnId = `jsonp_${String(Math.random()).replace('.', '')}`;
const extraData = {callback: fnId};
const query = new URLSearchParams({...DATA, ...extraData, ...data}).toString();
const url = `http://${SERVER}${api}?${query}`;
const headers = {
'Accept': '*/*',
'Accept-Encoding': 'gzip,deflate,br',
'Accept-Language': 'zh-CN,en-US',
'Connection': 'keep-alive',
'Host': SERVER,
'Proxy-Connection': 'keep-alive',
'Referer': 'https://h5.m.jd.com/babelDiy/Zeus/2wuqXrZrhygTQzYA7VufBEpj4amH/index.html',
'User-Agent': UA,
};
const req = http.get(url, {headers}, (response) => {
let res = response;
if (res.headers['content-encoding'] === 'gzip') {
const unzipStream = new stream.PassThrough();
stream.pipeline(
response,
zlib.createGunzip(),
unzipStream,
reject,
);
res = unzipStream;
}
res.setEncoding('utf8');
let rawData = '';
res.on('data', (chunk) => rawData += chunk);
res.on('end', () => {
try {
const ctx = {
[fnId]: (data) => ctx.data = data,
data: {},
};
vm.createContext(ctx);
vm.runInContext(rawData, ctx);
// console.log(ctx.data);
res.resume();
resolve(ctx.data);
} catch (e) {
reject(e);
}
});
});
req.on('error', reject);
req.end();
});
}
}
function getCoordinate(c) {
function string10to64(d) {
let c = "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ-~".split("")
, b = c.length
, e = +d
, a = [];
do {
mod = e % b;
e = (e - mod) / b;
a.unshift(c[mod])
} while (e);
return a.join("")
}
function prefixInteger(a, b) {
return (Array(b).join(0) + a).slice(-b)
}
function pretreatment(d, c, b) {
let e = string10to64(Math.abs(d));
let a = "";
if (!b) {
a += (d > 0 ? "1" : "0")
}
a += prefixInteger(e, c);
return a
}
let b = new Array();
for (let e = 0; e < c.length; e++) {
if (e == 0) {
b.push(pretreatment(c[e][0] < 262143 ? c[e][0] : 262143, 3, true));
b.push(pretreatment(c[e][1] < 16777215 ? c[e][1] : 16777215, 4, true));
b.push(pretreatment(c[e][2] < 4398046511103 ? c[e][2] : 4398046511103, 7, true))
} else {
let a = c[e][0] - c[e - 1][0];
let f = c[e][1] - c[e - 1][1];
let d = c[e][2] - c[e - 1][2];
b.push(pretreatment(a < 4095 ? a : 4095, 2, false));
b.push(pretreatment(f < 4095 ? f : 4095, 2, false));
b.push(pretreatment(d < 16777215 ? d : 16777215, 4, true))
}
}
return b.join("")
}
const HZ = 20;
class MousePosFaker {
constructor(puzzleX) {
this.x = parseInt(Math.random() * 20 + 20, 10);
this.y = parseInt(Math.random() * 80 + 80, 10);
this.t = Date.now();
this.pos = [[this.x, this.y, this.t]];
this.minDuration = parseInt(1000 / HZ, 10);
// this.puzzleX = puzzleX;
this.puzzleX = puzzleX + parseInt(Math.random() * 2 - 1, 10);
this.STEP = parseInt(Math.random() * 6 + 5, 10);
this.DURATION = parseInt(Math.random() * 7 + 14, 10) * 100;
// [9,1600] [10,1400]
this.STEP = 9;
// this.DURATION = 2000;
}
run() {
const perX = this.puzzleX / this.STEP;
const perDuration = this.DURATION / this.STEP;
const firstPos = [this.x - parseInt(Math.random() * 6, 10), this.y + parseInt(Math.random() * 11, 10), this.t];
this.pos.unshift(firstPos);
this.stepPos(perX, perDuration);
this.fixPos();
const reactTime = parseInt(60 + Math.random() * 100, 10);
const lastIdx = this.pos.length - 1;
const lastPos = [this.pos[lastIdx][0], this.pos[lastIdx][1], this.pos[lastIdx][2] + reactTime];
this.pos.push(lastPos);
return this.pos;
}
stepPos(x, duration) {
let n = 0;
const sqrt2 = Math.sqrt(2);
for (let i = 1; i <= this.STEP; i++) {
n += 1 / i;
}
for (let i = 0; i < this.STEP; i++) {
x = this.puzzleX / (n * (i + 1));
const currX = parseInt((Math.random() * 30 - 15) + x, 10);
const currY = parseInt(Math.random() * 7 - 3, 10);
const currDuration = parseInt((Math.random() * 0.4 + 0.8) * duration, 10);
this.moveToAndCollect({
x: currX,
y: currY,
duration: currDuration,
});
}
}
fixPos() {
const actualX = this.pos[this.pos.length - 1][0] - this.pos[1][0];
const deviation = this.puzzleX - actualX;
if (Math.abs(deviation) > 4) {
this.moveToAndCollect({
x: deviation,
y: parseInt(Math.random() * 8 - 3, 10),
duration: 250,
});
}
}
moveToAndCollect({x, y, duration}) {
let movedX = 0;
let movedY = 0;
let movedT = 0;
const times = duration / this.minDuration;
let perX = x / times;
let perY = y / times;
let padDuration = 0;
if (Math.abs(perX) < 1) {
padDuration = duration / Math.abs(x) - this.minDuration;
perX = 1;
perY = y / Math.abs(x);
}
while (Math.abs(movedX) < Math.abs(x)) {
const rDuration = parseInt(padDuration + Math.random() * 16 - 4, 10);
movedX += perX + Math.random() * 2 - 1;
movedY += perY;
movedT += this.minDuration + rDuration;
const currX = parseInt(this.x + movedX, 10);
const currY = parseInt(this.y + movedY, 10);
const currT = this.t + movedT;
this.pos.push([currX, currY, currT]);
}
this.x += x;
this.y += y;
this.t += Math.max(duration, movedT);
}
}
Date.prototype.Format = function (fmt) {
let e,
n = this, d = fmt, l = {
"M+": n.getMonth() + 1,
"d+": n.getDate(),
"D+": n.getDate(),
"h+": n.getHours(),
"H+": n.getHours(),
"m+": n.getMinutes(),
"s+": n.getSeconds(),
"w+": n.getDay(),
"q+": Math.floor((n.getMonth() + 3) / 3),
"S+": n.getMilliseconds()
};
/(y+)/i.test(d) && (d = d.replace(RegExp.$1, "".concat(n.getFullYear() + '').substr(4 - RegExp.$1.length)));
for (let k in l) {
if (new RegExp("(".concat(k, ")")).test(d)) {
let t, a = "S+" === k ? "000" : "00";
d = d.replace(RegExp.$1, 1 === RegExp.$1.length ? l[k] : ("".concat(a) + l[k]).substr("".concat(l[k]).length))
}
}
return d;
}
if (isMainThread) {
console.log("🔔生成validate,开始!")
fs.writeFileSync('validate.txt', '', 'utf-8')
for (let i = 0; i < validate_num; i++) {
new Worker(__filename, {
workerData: {
tag: i,
start: new Date().Format("HH:mm:ss"),
}
})
}
} else {
new JDJRValidator().run(workerData.tag).then(r => {
fs.appendFileSync('validate.txt', r.validate + '\n', 'utf-8')
console.log(`Thread-${workerData.tag} time: `, workerData.start, new Date().Format("HH:mm:ss"))
})
}
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