const http = require('http'); const stream = require('stream'); const zlib = require('zlib'); const vm = require('vm'); const { createCanvas, Image } = require('canvas'); Math.avg = function average() { var sum= 0; var len = this.length; for (var i = 0; i < len; i++) { sum += this[i]; } return sum / len; }; function sleep(timeout) { return new Promise((resolve) => setTimeout(resolve, timeout)); } const canvas = createCanvas(); const PUZZLE_GAP = 8; const PUZZLE_PAD = 10; class PuzzleRecognizer { constructor(bg, patch, y) { const imgBg = new Image(); const imgPatch = new Image(); imgBg.src = bg; imgPatch.src = patch; this.bg = imgBg; this.patch = imgPatch; this.y = y; this.w = imgBg.naturalWidth; this.h = imgBg.naturalHeight; this.ctx = canvas.getContext('2d'); } run() { const { ctx, w, h } = this; canvas.width = w; canvas.height= h; ctx.clearRect(0, 0, w, h); ctx.drawImage(this.bg, 0, 0, w, h); return this.recognize(); } recognize() { const { ctx, w: width } = this; const { naturalHeight, naturalWidth } = this.patch; const posY = this.y + PUZZLE_PAD + ((naturalHeight - PUZZLE_PAD) / 2) - (PUZZLE_GAP / 2); const cData = ctx.getImageData(0, posY, width, PUZZLE_GAP).data; const lumas = []; for (let x = 0; x < width; x++) { var sum = 0; for (let y = 0; y < PUZZLE_GAP; y++) { var idx = x * 4 + y * (width * 4); var r = cData[idx]; var g = cData[idx + 1]; var b = cData[idx + 2]; var 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 = naturalWidth - 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); if (median > left || median > mRigth) return; if (avg > 100) return; return i+n-radius; } } return -1; } } const DATA = { "appId": "17839d5db83", "scene": "cww", "product": "embed", "lang": "zh_CN", }; const SERVER = 'iv.jd.com'; class JDJRValidator { constructor() { this.data = {}; this.x = 0; this.t = Date.now(); this.c = {}; } async run() { 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') { this.c = result; console.log(result); } else { console.count(JSON.stringify(result)); await sleep(300); await this.run(); } } 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 puzzleX = 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.log('%f\%', (i/n)*100); } } console.log('successful: %f\%', (count/n)*100); 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': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.77 Safari/537.36', }; 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); res.resume(); resolve(ctx.data); } catch (e) { reject(e); } }); }); req.on('error', reject); req.end(); }); } } function getCoordinate(c) { function string10to64(d) { var 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) { var e = string10to64(Math.abs(d)); var a = ""; if (!b) { a += (d > 0 ? "1" : "0") } a += prefixInteger(e, c); return a } var b = new Array(); for (var 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 { var a = c[e][0] - c[e - 1][0]; var f = c[e][1] - c[e - 1][1]; var 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 = 60; 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; //console.log(this.STEP, this.DURATION); } 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); } } async function getResult(){ let aaa = new JDJRValidator(); await aaa.run(); return `&validate=${aaa.c['validate']}`; } PuzzleRecognizer.getResult = getResult; module.exports = PuzzleRecognizer; // new JDJRValidator().report(1000); //console.log(getCoordinate(new MousePosFaker(100).run())+'1111');