JDJRValidator_Pure.js

const https = require('https');
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;


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));
}

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) {
        // console.log(bg);
        const imgBg = new PNGDecoder(Buffer.from(bg, 'base64'));
        const imgPatch = new PNGDecoder(Buffer.from(patch, 'base64'));

        // console.log(imgBg);

        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++) {
            var sum = 0;

            // y xais
            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 = 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;
    }

    runWithCanvas() {
        const { createCanvas, Image } = require('canvas');
        const canvas = createCanvas();
        const ctx = canvas.getContext('2d');
        const imgBg = new Image();
        const imgPatch = new Image();
        const prefix = 'data:image/png;base64,';

        imgBg.src = prefix + this.rawBg;
        imgPatch.src = prefix + this.rawPatch;
        const { naturalWidth: w, naturalHeight: h } = imgBg;
        canvas.width = w;
        canvas.height= h;
        ctx.clearRect(0, 0, w, h);
        ctx.drawImage(imgBg, 0, 0, w, h);

        const width = w;
        const { naturalWidth, naturalHeight } = imgPatch;
        const posY = this.y + PUZZLE_PAD + ((naturalHeight - PUZZLE_PAD) / 2) - (PUZZLE_GAP / 2);
        // const cData = ctx.getImageData(0, a.y + 10 + 20 - 4, 360, 8).data;
        const cData = ctx.getImageData(0, posY, width, PUZZLE_GAP).data;
        const lumas = [];

        for (let x = 0; x < width; x++) {
            var sum = 0;

            // y xais
            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);
                
                // 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 = 'iv.jd.com';
class JDJRValidator {
    constructor() {
        this.data = {};
        this.x = 0;
        this.t = Date.now();
    }

    async run() {
        const tryRecognize = async () => {
            const x = await this.recognize();

            if (x > 0) {
                return x;
            }
            // retry
            return await tryRecognize();
        };
        const puzzleX = await tryRecognize();
        console.log(puzzleX);
        const pos = new MousePosFaker(puzzleX).run();
        const d = getCoordinate(pos);

        // console.log(pos[pos.length-1][2] -Date.now());
        // await sleep(4500);
        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 {
            console.count(JSON.stringify(result));
            await sleep(300);
            return 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 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.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': 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) {
        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);
    }
}

// new JDJRValidator().run();
// new JDJRValidator().report(1000);
// console.log(getCoordinate(new MousePosFaker(100).run()));

function injectToRequest(fn) {
    return (opts, cb) => {
        fn(opts, async (err, resp, data) => {
            if (err) {
                console.error('Failed to request.');
                return;
            }

            if (data.search('验证') > -1) {
                console.log('JDJRValidator trying......');
                const res = await new JDJRValidator().run();
            
                opts.url += `&validate=${res.validate}`;
                fn(opts, cb);
            } else {
                cb(err, resp, data);
            }
        });
    };
}

exports.injectToRequest = injectToRequest;