今日头条-实战爬虫

2023-12-14 05:18:32


前言

通过该案例记录一种逆向思路:通过后端node+js代码实现伪造浏览器环境后,用Python调用js代码生成请求参数
内容就是头条首页的财经频道的帖子:
在这里插入图片描述


一、环境准备

下载node.js
下载jsdom

//使用NPM安装最新版本的node-gyp模块
npm install node-gyp@latest sudo npm explore -g npm -- npm i node-gyp@latest
//下载jsdom
npm install jsdom -g

头条专用:

npm install canvas -g

二、抓包&分析请求

抓包还是很轻松就发现了数据请求:
在这里插入图片描述
在这里插入图片描述

请求类型是GET:
尝试直接请求发现可以直接获取结果:

import requests

res = requests.get(
    url="https://www.toutiao.com/api/pc/list/feed?channel_id=3189398957&max_behot_time=1642677189&category=pc_profile_channel&aid=24&app_name=toutiao_web&_signature=_02B4Z6wo00901DbrCdwAAIDByKd17DEKVtQ2zw1AAGxaLleFdEGNtgeXvdLnHqGQxe0n6aKnSt7I4BcTARJB9JJIAybeDkDFa-WH8Kfeq0u35BvzcA1tCRcQRb-.kBWC6eyn8KNWXHs271pf47",
    headers={
        "user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/93.0.4577.82 Safari/537.36"
    }
)

print(res.text)

在这里插入图片描述

但是不顶用,因为没过多久就失效了,观察一下这个请求的参数和cookie:
先看一眼cookie:
在这里插入图片描述
Expires是cookie的失效时间,能用到明年,所以不是cookie失效的原因.(而且多次滚动翻页数据请求中的cookie值也不带变的)

看看参数:
在这里插入图片描述
对比多次请求的参数,这里就一个值不是固定的,那就是_signature,其他的值都为固定值,那么估摸着是这个参数具有时效性,到时间就失效了导致请求失败。

在浏览器中删除生成的cookie信息清除所有network日志请求后,刷新网页search一下_signature:
发现必看重点:
interceptors:拦截器
这个拦截器的作用:
拦截请求并修改请求配置对象
具体的修改看function(e)

    p.interceptors.request.use((function(e) {
        var t;
        if (!function(e) {
            return !e || !c.some((function(t) {
                return e.indexOf(t) > -1
            }
            ))
        }(e.url))
            return e;
        (null === (t = e.params) || void 0 === t ? void 0 : t._signature) && delete e.params._signature;
        var n = u(p.getUri(e), e);
        return e.params = Object.assign(Object.assign({}, e.params), {
            _signature: n
        }),
        e
    }
    )),

这里首先就应该直奔主题瞧一瞧,_signature: n,_signature被给值了,这个值为n,打上断点看一看,n的值是什么,然后放开断点,看看请求最后发出去的_signature参数和请求的参数是否一致,答案是yes,那么接下来就研究这个n的值怎么来的就完了。

var n = u(p.getUri(e), e);

打上断点,刷新网页进入函数内部:

        function u(e, t) {
            var n, r, a = "".concat(location.protocol, "//").concat(location.host);
            (function(e) {
                return !l.some((function(t) {
                    return e.indexOf(t) > -1
                }
                ))
            }
            )(e) && (a += "/toutiao");
            var o = {
                url: a + e
            };
            return t.data && (o.body = t.data),
            (null === (r = null === (n = window.byted_acrawler) || void 0 === n ? void 0 : n.sign) || void 0 === r ? void 0 : r.call(n, o)) || ""
        }

直奔主题,先看看最后的返回值:

            (null === (r = null === (n = window.byted_acrawler) || void 0 === n ? void 0 : n.sign) || void 0 === r ? void 0 : r.call(n, o)) || ""

一段JS基本功考察呀:
打上断点,看看:

n = window.byted_acrawler             -> 确定不为空
r = window.byted_acrawler.sign        -> 确定不为空
window.byted_acrawler.sign.call(n, o) -> 确定不为空

返回的是这么个值:
window.byted_acrawler.sign.call(n, o)
n = window.byted_acrawler
o=“https://www.toutiao.com/hot-event/hot-board/?origin=toutiao_pc”
window.byted_acrawler.sign是在干嘛?

U = function e() {
   var f = arguments;
   return e.y > 0 ? K(b, e.c, e.l, f, e.z, this, null, 0) : (e.y++,
   K(b, e.c, e.l, f, e.z, this, null, 0))
 }

K是做什么?

    function K(b, e, f, a, d, c, n, i) {
        var r, t;
        null == c && (c = this),
        d && !d.d && (d.d = 0,
        d.$0 = d,
        d[1] = {});
        var o = {}
          , l = o.d = d ? d.d + 1 : 0;
        for (o["$" + l] = o,
        t = 0; t < l; t++)
            o[r = "$" + t] = d[r];
        for (t = 0,
        l = o.length = a.length; t < l; t++)
            o[t] = a[t];
        return i && !B[e] && F(b, e, 2 * f),
        B[e] ? G(b, e, f, 0, o, c, null, 1)[1] : G(b, e, f, 0, o, c, null, 0)[1]
    }
}

G是在干嘛?这里就不贴了,根本没法看,太长而且最后的返回内容又再调用其他函数,我们最初的目的是搞懂window.byted_acrawler.sign.call(n, o) 的逻辑,然后用实现它,现在看来是行不通了,那么就只能复制JS代码然后放到我们模拟的浏览器环境中测试,成了就好.

这个生成_signature参数的文件,貌似就是一个glb对象。可能就是一个独立的能生成参数的JS模块,直接复制下来放到index.js中运行,看看能不能运行:

var glb;
(glb = "undefined" == typeof window ? global : window)._$jsvmprt = function(b, e, f) {
。。。。。。。。。。。。。
}

经过验证这个代码是能在浏览器跑的,而且生成的参数也能用。
在这里插入图片描述

那现在就只要补浏览器环境,让代码直接生成参数然后要python去调用JS中的生成参数去发请求就行了。

补环境运行

环境补充1(通用):

const jsdom = require("jsdom"); //上jsdom
const {JSDOM} = jsdom;

const resourceLoader = new jsdom.ResourceLoader({
    userAgent: "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/96.0.4664.55 Safari/537.36"
});

const html = `<!DOCTYPE html><p>Hello world</p>`;
const dom = new JSDOM(html, {
    url: "https://www.toutiao.com", //页面url
    referrer: 'https://www.toutiao.com/?wid=1702108540444',
    contentType: "text/html",
    resources: resourceLoader,
});


// //window = {}
//因为Nodejs中没有window代表全局的关键字,而复制的代码里有window代表全局,Nodejs中global指全局。
//winodw等于global全局
window = global;

const params = {
    location: {
        hash: "",
        host: "www.toutiao.com",
        hostname: "www.toutiao.com",
        href: "https://www.toutiao.com",
        origin: "https://www.toutiao.com",
        pathname: "/",
        port: "",
        protocol: "https:",
        search: "",
    },
    navigator: {
        appCodeName: "Mozilla",
        appName: "Netscape",
        appVersion: "5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/93.0.4577.82 Safari/537.36",
        cookieEnabled: true,
        deviceMemory: 8,
        doNotTrack: null,
        hardwareConcurrency: 4,
        language: "zh-CN",
        languages: ["zh-CN", "zh"],
        maxTouchPoints: 0,
        onLine: true,
        platform: "MacIntel",
        product: "Gecko",
        productSub: "20030107",
        userAgent: "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/93.0.4577.82 Safari/537.36",
        vendor: "Google Inc.",
        vendorSub: "",
        webdriver: false
    }
};

//把params加到global全局环境中
Object.assign(global,params);


这行代码的意义是将DOM(文档对象模型)的文档对象分配给一个变量document。在浏览器环境中,document对象代表当前页面的文档,可以使用它来访问和操作页面的元素、样式、事件等。
如果没有这行代码,那么代码执行时无法通过document变量访问到文档对象,因此在后续的代码中使用document操作DOM会报错。这行代码的作用是确保后续的代码可以正常使用document对象,避免了出现未定义变量的错误。
document = dom.window.document
const jsdom = require("jsdom");
const {JSDOM} = jsdom;

const resourceLoader = new jsdom.ResourceLoader({
    userAgent: "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/96.0.4664.55 Safari/537.36"
});

const html = `<!DOCTYPE html><p>Hello world</p>`;
const dom = new JSDOM(html, {
    url: "https://www.toutiao.com",
    referrer: 'https://www.toutiao.com/?wid=1702108540444',
    contentType: "text/html",
    resources: resourceLoader,
});


// //window = {}
window = global;

const params = {
    location: {
        hash: "",
        host: "www.toutiao.com",
        hostname: "www.toutiao.com",
        href: "https://www.toutiao.com",
        origin: "https://www.toutiao.com",
        pathname: "/",
        port: "",
        protocol: "https:",
        search: "",
    },
    navigator: {
        appCodeName: "Mozilla",
        appName: "Netscape",
        appVersion: "5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/93.0.4577.82 Safari/537.36",
        cookieEnabled: true,
        deviceMemory: 8,
        doNotTrack: null,
        hardwareConcurrency: 4,
        language: "zh-CN",
        languages: ["zh-CN", "zh"],
        maxTouchPoints: 0,
        onLine: true,
        platform: "MacIntel",
        product: "Gecko",
        productSub: "20030107",
        userAgent: "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/93.0.4577.82 Safari/537.36",
        vendor: "Google Inc.",
        vendorSub: "",
        webdriver: false
    }
};

Object.assign(global,params);



document = dom.window.document

var glb;
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6d6f2d7567607166692d74332d6567764b6c646d236a76767271382d2d7a7a60652c716c717166692c616d6f2d7567607166692d74332d72236a76767271382d2d7a7a60652c716c717166692c616d6f2d7567607166692d74332d7605776057706e0a3034373636313735343b02373302363a03276122022f3c0d616d6e6d703821603333376630096f6d7771676f6d74670769677b666d756c096f6d777167666d756c0232300232330a5d5d67714f6d66776e67"
window._$jsvmprt = function(b, e, f) {
    function a() {
        if ("undefined" == typeof Reflect || !Reflect.construct)
            return !1;
        if (Reflect.construct.sham)
            return !1;
        if ("function" == typeof Proxy)
            return !0;
        try {
            return Date.prototype.toString.call(Reflect.construct(Date, [], (function() {}
            ))),
            !0
        } catch (b) {
            return !1
        }
    }
    function d(b, e, f) {
        return (d = a() ? Reflect.construct : function(b, e, f) {
            var a = [null];
            a.push.apply(a, e);
            var d = new (Function.bind.apply(b, a));
            return f && c(d, f.prototype),
            d
        }
        ).apply(null, arguments)
    }
    function c(b, e) {
        return (c = Object.setPrototypeOf || function(b, e) {
            return b.__proto__ = e,
            b
        }
        )(b, e)
    }
    function n(b) {
        return function(b) {
            if (Array.isArray(b)) {
                for (var e = 0, f = new Array(b.length); e < b.length; e++)
                    f[e] = b[e];
                return f
            }
        }(b) || function(b) {
            if (Symbol.iterator in Object(b) || "[object Arguments]" === Object.prototype.toString.call(b))
                return Array.from(b)
        }(b) || function() {
            throw new TypeError("Invalid attempt to spread non-iterable instance")
        }()
    }
    for (var i = [], r = 0, t = [], o = 0, l = function(b, e) {
        var f = b[e++]
          , a = b[e]
          , d = parseInt("" + f + a, 16);
        if (d >> 7 == 0)
            return [1, d];
        if (d >> 6 == 2) {
            var c = parseInt("" + b[++e] + b[++e], 16);
            return d &= 63,
            [2, c = (d <<= 8) + c]
        }
        if (d >> 6 == 3) {
            var n = parseInt("" + b[++e] + b[++e], 16)
              , i = parseInt("" + b[++e] + b[++e], 16);
            return d &= 63,
            [3, i = (d <<= 16) + (n <<= 8) + i]
        }
    }, u = function(b, e) {
        var f = parseInt("" + b[e] + b[e + 1], 16);
        return f = f > 127 ? -256 + f : f
    }, s = function(b, e) {
        var f = parseInt("" + b[e] + b[e + 1] + b[e + 2] + b[e + 3], 16);
        return f = f > 32767 ? -65536 + f : f
    }, p = function(b, e) {
        var f = parseInt("" + b[e] + b[e + 1] + b[e + 2] + b[e + 3] + b[e + 4] + b[e + 5] + b[e + 6] + b[e + 7], 16);
        return f = f > 2147483647 ? 0 + f : f
    }, y = function(b, e) {
        return parseInt("" + b[e] + b[e + 1], 16)
    }, v = function(b, e) {
        return parseInt("" + b[e] + b[e + 1] + b[e + 2] + b[e + 3], 16)
    }, g = g || this || window, h = Object.keys || function(b) {
        var e = {}
          , f = 0;
        for (var a in b)
            e[f++] = a;
        return e.length = f,
        e
    }
    , m = (b.length,
    0), I = "", C = m; C < m + 16; C++) {
        var q = "" + b[C++] + b[C];
        q = parseInt(q, 16),
        I += String.fromCharCode(q)
    }
    if ("HNOJ@?RC" != I)
        throw new Error("error magic number " + I);
    m += 16;
    parseInt("" + b[m] + b[m + 1], 16);
    m += 8,
    r = 0;
    for (var w = 0; w < 4; w++) {
        var S = m + 2 * w
          , R = "" + b[S++] + b[S]
          , x = parseInt(R, 16);
        r += (3 & x) << 2 * w
    }
    m += 16,
    m += 8;
    var z = parseInt("" + b[m] + b[m + 1] + b[m + 2] + b[m + 3] + b[m + 4] + b[m + 5] + b[m + 6] + b[m + 7], 16)
      , O = z
      , E = m += 8
      , j = v(b, m += z);
    j[1];
    m += 4,
    i = {
        p: [],
        q: []
    };
    for (var A = 0; A < j; A++) {
        for (var D = l(b, m), T = m += 2 * D[0], $ = i.p.length, P = 0; P < D[1]; P++) {
            var U = l(b, T);
            i.p.push(U[1]),
            T += 2 * U[0]
        }
        m = T,
        i.q.push([$, i.p.length])
    }
    var _ = {
        5: 1,
        6: 1,
        70: 1,
        22: 1,
        23: 1,
        37: 1,
        73: 1
    }
      , k = {
        72: 1
    }
      , M = {
        74: 1
    }
      , H = {
        11: 1,
        12: 1,
        24: 1,
        26: 1,
        27: 1,
        31: 1
    }
      , J = {
        10: 1
    }
      , N = {
        2: 1,
        29: 1,
        30: 1,
        20: 1
    }
      , B = []
      , W = [];
    function F(b, e, f) {
        for (var a = e; a < e + f; ) {
            var d = y(b, a);
            B[a] = d,
            a += 2;
            k[d] ? (W[a] = u(b, a),
            a += 2) : _[d] ? (W[a] = s(b, a),
            a += 4) : M[d] ? (W[a] = p(b, a),
            a += 8) : H[d] ? (W[a] = y(b, a),
            a += 2) : J[d] ? (W[a] = v(b, a),
            a += 4) : N[d] && (W[a] = v(b, a),
            a += 4)
        }
    }
    return K(b, E, O / 2, [], e, f);
    function G(b, e, f, a, c, l, m, I) {
        null == l && (l = this);
        var C, q, w, S = [], R = 0;
        m && (C = m);
        var x, z, O = e, E = O + 2 * f;
        if (!I)
            for (; O < E; ) {
                var j = parseInt("" + b[O] + b[O + 1], 16);
                O += 2;
                var A = 3 & (x = 13 * j % 241);
                if (x >>= 2,
                A < 1) {
                    A = 3 & x;
                    if (x >>= 2,
                    A > 2)
                        (A = x) > 10 ? S[++R] = void 0 : A > 1 ? (C = S[R--],
                        S[R] = S[R] >= C) : A > -1 && (S[++R] = null);
                    else if (A > 1) {
                        if ((A = x) > 11)
                            throw S[R--];
                        if (A > 7) {
                            for (C = S[R--],
                            z = v(b, O),
                            A = "",
                            P = i.q[z][0]; P < i.q[z][1]; P++)
                                A += String.fromCharCode(r ^ i.p[P]);
                            O += 4,
                            S[R--][A] = C
                        } else
                            A > 5 && (S[R] = h(S[R]))
                    } else if (A > 0) {
                        (A = x) > 8 ? (C = S[R--],
                        S[R] = typeof C) : A > 6 ? S[R] = --S[R] : A > 4 ? S[R -= 1] = S[R][S[R + 1]] : A > 2 && (q = S[R--],
                        (A = S[R]).x === G ? A.y >= 1 ? S[R] = K(b, A.c, A.l, [q], A.z, w, null, 1) : (S[R] = K(b, A.c, A.l, [q], A.z, w, null, 0),
                        A.y++) : S[R] = A(q))
                    } else {
                        if ((A = x) > 14)
                            z = s(b, O),
                            (U = function e() {
                                var f = arguments;
                                return e.y > 0 ? K(b, e.c, e.l, f, e.z, this, null, 0) : (e.y++,
                                K(b, e.c, e.l, f, e.z, this, null, 0))
                            }
                            ).c = O + 4,
                            U.l = z - 2,
                            U.x = G,
                            U.y = 0,
                            U.z = c,
                            S[R] = U,
                            O += 2 * z - 2;
                        else if (A > 12)
                            q = S[R--],
                            w = S[R--],
                            (A = S[R--]).x === G ? A.y >= 1 ? S[++R] = K(b, A.c, A.l, q, A.z, w, null, 1) : (S[++R] = K(b, A.c, A.l, q, A.z, w, null, 0),
                            A.y++) : S[++R] = A.apply(w, q);
                        else if (A > 5)
                            C = S[R--],
                            S[R] = S[R] != C;
                        else if (A > 3)
                            C = S[R--],
                            S[R] = S[R] * C;
                        else if (A > -1)
                            return [1, S[R--]]
                    }
                } else if (A < 2) {
                    A = 3 & x;
                    if (x >>= 2,
                    A < 1) {
                        if ((A = x) > 9)
                            ;
                        else if (A > 7)
                            C = S[R--],
                            S[R] = S[R] & C;
                        else if (A > 5)
                            z = y(b, O),
                            O += 2,
                            S[R -= z] = 0 === z ? new S[R] : d(S[R], n(S.slice(R + 1, R + z + 1)));
                        else if (A > 3) {
                            z = s(b, O);
                            try {
                                if (t[o][2] = 1,
                                1 == (C = G(b, O + 4, z - 3, [], c, l, null, 0))[0])
                                    return C
                            } catch (m) {
                                if (t[o] && t[o][1] && 1 == (C = G(b, t[o][1][0], t[o][1][1], [], c, l, m, 0))[0])
                                    return C
                            } finally {
                                if (t[o] && t[o][0] && 1 == (C = G(b, t[o][0][0], t[o][0][1], [], c, l, null, 0))[0])
                                    return C;
                                t[o] = 0,
                                o--
                            }
                            O += 2 * z - 2
                        }
                    } else if (A < 2) {
                        if ((A = x) > 12)
                            S[++R] = u(b, O),
                            O += 2;
                        else if (A > 10)
                            C = S[R--],
                            S[R] = S[R] << C;
                        else if (A > 8) {
                            for (z = v(b, O),
                            A = "",
                            P = i.q[z][0]; P < i.q[z][1]; P++)
                                A += String.fromCharCode(r ^ i.p[P]);
                            O += 4,
                            S[R] = S[R][A]
                        } else
                            A > 6 && (q = S[R--],
                            C = delete S[R--][q])
                    } else if (A < 3) {
                        (A = x) < 2 ? S[++R] = C : A < 4 ? (C = S[R--],
                        S[R] = S[R] <= C) : A < 11 ? (C = S[R -= 2][S[R + 1]] = S[R + 2],
                        R--) : A < 13 && (C = S[R],
                        S[++R] = C)
                    } else {
                        if ((A = x) > 12)
                            S[++R] = l;
                        else if (A > 5)
                            C = S[R--],
                            S[R] = S[R] !== C;
                        else if (A > 3)
                            C = S[R--],
                            S[R] = S[R] / C;
                        else if (A > 1) {
                            if ((z = s(b, O)) < 0) {
                                I = 1,
                                F(b, e, 2 * f),
                                O += 2 * z - 2;
                                break
                            }
                            O += 2 * z - 2
                        } else
                            A > -1 && (S[R] = !S[R])
                    }
                } else if (A < 3) {
                    A = 3 & x;
                    if (x >>= 2,
                    A > 2)
                        (A = x) > 7 ? (C = S[R--],
                        S[R] = S[R] | C) : A > 5 ? (z = y(b, O),
                        O += 2,
                        S[++R] = c["$" + z]) : A > 3 && (z = s(b, O),
                        t[o][0] && !t[o][2] ? t[o][1] = [O + 4, z - 3] : t[o++] = [0, [O + 4, z - 3], 0],
                        O += 2 * z - 2);
                    else if (A > 1) {
                        if ((A = x) < 2) {
                            for (z = v(b, O),
                            C = "",
                            P = i.q[z][0]; P < i.q[z][1]; P++)
                                C += String.fromCharCode(r ^ i.p[P]);
                            S[++R] = C,
                            O += 4
                        } else if (A < 4)
                            if (S[R--])
                                O += 4;
                            else {
                                if ((z = s(b, O)) < 0) {
                                    I = 1,
                                    F(b, e, 2 * f),
                                    O += 2 * z - 2;
                                    break
                                }
                                O += 2 * z - 2
                            }
                        else
                            A < 6 ? (C = S[R--],
                            S[R] = S[R] % C) : A < 8 ? (C = S[R--],
                            S[R] = S[R]instanceof C) : A < 15 && (S[++R] = !1)
                    } else if (A > 0) {
                        (A = x) < 1 ? S[++R] = g : A < 3 ? (C = S[R--],
                        S[R] = S[R] + C) : A < 5 ? (C = S[R--],
                        S[R] = S[R] == C) : A < 14 && (C = S[R - 1],
                        q = S[R],
                        S[++R] = C,
                        S[++R] = q)
                    } else {
                        (A = x) < 2 ? (C = S[R--],
                        S[R] = S[R] > C) : A < 9 ? (z = v(b, O),
                        O += 4,
                        q = R + 1,
                        S[R -= z - 1] = z ? S.slice(R, q) : []) : A < 11 ? (z = y(b, O),
                        O += 2,
                        C = S[R--],
                        c[z] = C) : A < 13 ? (C = S[R--],
                        S[R] = S[R] >> C) : A < 15 && (S[++R] = s(b, O),
                        O += 4)
                    }
                } else {
                    A = 3 & x;
                    if (x >>= 2,
                    A > 2)
                        (A = x) > 13 ? (S[++R] = p(b, O),
                        O += 8) : A > 11 ? (C = S[R--],
                        S[R] = S[R] >>> C) : A > 9 ? S[++R] = !0 : A > 7 ? (z = y(b, O),
                        O += 2,
                        S[R] = S[R][z]) : A > 0 && (C = S[R--],
                        S[R] = S[R] < C);
                    else if (A > 1) {
                        (A = x) > 10 ? (z = s(b, O),
                        t[++o] = [[O + 4, z - 3], 0, 0],
                        O += 2 * z - 2) : A > 8 ? (C = S[R--],
                        S[R] = S[R] ^ C) : A > 6 && (C = S[R--])
                    } else if (A > 0) {
                        if ((A = x) < 3) {
                            var D = 0
                              , T = S[R].length
                              , $ = S[R];
                            S[++R] = function() {
                                var b = D < T;
                                if (b) {
                                    var e = $[D++];
                                    S[++R] = e
                                }
                                S[++R] = b
                            }
                        } else
                            A < 5 ? (z = y(b, O),
                            O += 2,
                            C = c[z],
                            S[++R] = C) : A < 7 ? S[R] = ++S[R] : A < 9 && (C = S[R--],
                            S[R] = S[R]in C)
                    } else {
                        if ((A = x) > 13)
                            C = S[R],
                            S[R] = S[R - 1],
                            S[R - 1] = C;
                        else if (A > 4)
                            C = S[R--],
                            S[R] = S[R] === C;
                        else if (A > 2)
                            C = S[R--],
                            S[R] = S[R] - C;
                        else if (A > 0) {
                            for (z = v(b, O),
                            A = "",
                            P = i.q[z][0]; P < i.q[z][1]; P++)
                                A += String.fromCharCode(r ^ i.p[P]);
                            A = +A,
                            O += 4,
                            S[++R] = A
                        }
                    }
                }
            }
        if (I)
            for (; O < E; ) {
                j = B[O];
                O += 2;
                A = 3 & (x = 13 * j % 241);
                if (x >>= 2,
                A < 1) {
                    var U;
                    A = 3 & x;
                    if (x >>= 2,
                    A < 1) {
                        if ((A = x) > 14)
                            z = W[O],
                            (U = function e() {
                                var f = arguments;
                                return e.y > 0 ? K(b, e.c, e.l, f, e.z, this, null, 0) : (e.y++,
                                K(b, e.c, e.l, f, e.z, this, null, 0))
                            }
                            ).c = O + 4,
                            U.l = z - 2,
                            U.x = G,
                            U.y = 0,
                            U.z = c,
                            S[R] = U,
                            O += 2 * z - 2;
                        else if (A > 12)
                            q = S[R--],
                            w = S[R--],
                            (A = S[R--]).x === G ? A.y >= 1 ? S[++R] = K(b, A.c, A.l, q, A.z, w, null, 1) : (S[++R] = K(b, A.c, A.l, q, A.z, w, null, 0),
                            A.y++) : S[++R] = A.apply(w, q);
                        else if (A > 5)
                            C = S[R--],
                            S[R] = S[R] != C;
                        else if (A > 3)
                            C = S[R--],
                            S[R] = S[R] * C;
                        else if (A > -1)
                            return [1, S[R--]]
                    } else if (A < 2) {
                        (A = x) < 4 ? (q = S[R--],
                        (A = S[R]).x === G ? A.y >= 1 ? S[R] = K(b, A.c, A.l, [q], A.z, w, null, 1) : (S[R] = K(b, A.c, A.l, [q], A.z, w, null, 0),
                        A.y++) : S[R] = A(q)) : A < 6 ? S[R -= 1] = S[R][S[R + 1]] : A < 8 ? S[R] = --S[R] : A < 10 && (C = S[R--],
                        S[R] = typeof C)
                    } else if (A < 3) {
                        if ((A = x) > 11)
                            throw S[R--];
                        if (A > 7) {
                            for (C = S[R--],
                            z = W[O],
                            A = "",
                            P = i.q[z][0]; P < i.q[z][1]; P++)
                                A += String.fromCharCode(r ^ i.p[P]);
                            O += 4,
                            S[R--][A] = C
                        } else
                            A > 5 && (S[R] = h(S[R]))
                    } else {
                        (A = x) < 1 ? S[++R] = null : A < 3 ? (C = S[R--],
                        S[R] = S[R] >= C) : A < 12 && (S[++R] = void 0)
                    }
                } else if (A < 2) {
                    A = 3 & x;
                    if (x >>= 2,
                    A > 2)
                        (A = x) > 12 ? S[++R] = l : A > 5 ? (C = S[R--],
                        S[R] = S[R] !== C) : A > 3 ? (C = S[R--],
                        S[R] = S[R] / C) : A > 1 ? O += 2 * (z = W[O]) - 2 : A > -1 && (S[R] = !S[R]);
                    else if (A > 1) {
                        (A = x) < 2 ? S[++R] = C : A < 4 ? (C = S[R--],
                        S[R] = S[R] <= C) : A < 11 ? (C = S[R -= 2][S[R + 1]] = S[R + 2],
                        R--) : A < 13 && (C = S[R],
                        S[++R] = C)
                    } else if (A > 0) {
                        if ((A = x) < 8)
                            q = S[R--],
                            C = delete S[R--][q];
                        else if (A < 10) {
                            for (z = W[O],
                            A = "",
                            P = i.q[z][0]; P < i.q[z][1]; P++)
                                A += String.fromCharCode(r ^ i.p[P]);
                            O += 4,
                            S[R] = S[R][A]
                        } else
                            A < 12 ? (C = S[R--],
                            S[R] = S[R] << C) : A < 14 && (S[++R] = W[O],
                            O += 2)
                    } else {
                        if ((A = x) < 5) {
                            z = W[O];
                            try {
                                if (t[o][2] = 1,
                                1 == (C = G(b, O + 4, z - 3, [], c, l, null, 0))[0])
                                    return C
                            } catch (m) {
                                if (t[o] && t[o][1] && 1 == (C = G(b, t[o][1][0], t[o][1][1], [], c, l, m, 0))[0])
                                    return C
                            } finally {
                                if (t[o] && t[o][0] && 1 == (C = G(b, t[o][0][0], t[o][0][1], [], c, l, null, 0))[0])
                                    return C;
                                t[o] = 0,
                                o--
                            }
                            O += 2 * z - 2
                        } else
                            A < 7 ? (z = W[O],
                            O += 2,
                            S[R -= z] = 0 === z ? new S[R] : d(S[R], n(S.slice(R + 1, R + z + 1)))) : A < 9 && (C = S[R--],
                            S[R] = S[R] & C)
                    }
                } else if (A < 3) {
                    A = 3 & x;
                    if (x >>= 2,
                    A < 1)
                        (A = x) < 2 ? (C = S[R--],
                        S[R] = S[R] > C) : A < 9 ? (z = W[O],
                        O += 4,
                        q = R + 1,
                        S[R -= z - 1] = z ? S.slice(R, q) : []) : A < 11 ? (z = W[O],
                        O += 2,
                        C = S[R--],
                        c[z] = C) : A < 13 ? (C = S[R--],
                        S[R] = S[R] >> C) : A < 15 && (S[++R] = W[O],
                        O += 4);
                    else if (A < 2) {
                        (A = x) < 1 ? S[++R] = g : A < 3 ? (C = S[R--],
                        S[R] = S[R] + C) : A < 5 ? (C = S[R--],
                        S[R] = S[R] == C) : A < 14 && (C = S[R - 1],
                        q = S[R],
                        S[++R] = C,
                        S[++R] = q)
                    } else if (A < 3) {
                        if ((A = x) < 2) {
                            for (z = W[O],
                            C = "",
                            P = i.q[z][0]; P < i.q[z][1]; P++)
                                C += String.fromCharCode(r ^ i.p[P]);
                            S[++R] = C,
                            O += 4
                        } else
                            A < 4 ? S[R--] ? O += 4 : O += 2 * (z = W[O]) - 2 : A < 6 ? (C = S[R--],
                            S[R] = S[R] % C) : A < 8 ? (C = S[R--],
                            S[R] = S[R]instanceof C) : A < 15 && (S[++R] = !1)
                    } else {
                        (A = x) > 7 ? (C = S[R--],
                        S[R] = S[R] | C) : A > 5 ? (z = W[O],
                        O += 2,
                        S[++R] = c["$" + z]) : A > 3 && (z = W[O],
                        t[o][0] && !t[o][2] ? t[o][1] = [O + 4, z - 3] : t[o++] = [0, [O + 4, z - 3], 0],
                        O += 2 * z - 2)
                    }
                } else {
                    A = 3 & x;
                    if (x >>= 2,
                    A > 2)
                        (A = x) > 13 ? (S[++R] = W[O],
                        O += 8) : A > 11 ? (C = S[R--],
                        S[R] = S[R] >>> C) : A > 9 ? S[++R] = !0 : A > 7 ? (z = W[O],
                        O += 2,
                        S[R] = S[R][z]) : A > 0 && (C = S[R--],
                        S[R] = S[R] < C);
                    else if (A > 1) {
                        (A = x) > 10 ? (z = W[O],
                        t[++o] = [[O + 4, z - 3], 0, 0],
                        O += 2 * z - 2) : A > 8 ? (C = S[R--],
                        S[R] = S[R] ^ C) : A > 6 && (C = S[R--])
                    } else if (A > 0) {
                        if ((A = x) > 7)
                            C = S[R--],
                            S[R] = S[R]in C;
                        else if (A > 5)
                            S[R] = ++S[R];
                        else if (A > 3)
                            z = W[O],
                            O += 2,
                            C = c[z],
                            S[++R] = C;
                        else if (A > 1) {
                            D = 0,
                            T = S[R].length,
                            $ = S[R];
                            S[++R] = function() {
                                var b = D < T;
                                if (b) {
                                    var e = $[D++];
                                    S[++R] = e
                                }
                                S[++R] = b
                            }
                        }
                    } else {
                        if ((A = x) < 2) {
                            for (z = W[O],
                            A = "",
                            P = i.q[z][0]; P < i.q[z][1]; P++)
                                A += String.fromCharCode(r ^ i.p[P]);
                            A = +A,
                            O += 4,
                            S[++R] = A
                        } else
                            A < 4 ? (C = S[R--],
                            S[R] = S[R] - C) : A < 6 ? (C = S[R--],
                            S[R] = S[R] === C) : A < 15 && (C = S[R],
                            S[R] = S[R - 1],
                            S[R - 1] = C)
                    }
                }
            }
        return [0, null]
    }
    function K(b, e, f, a, d, c, n, i) {
        var r, t;
        null == c && (c = this),
        d && !d.d && (d.d = 0,
        d.$0 = d,
        d[1] = {});
        var o = {}
          , l = o.d = d ? d.d + 1 : 0;
        for (o["$" + l] = o,
        t = 0; t < l; t++)
            o[r = "$" + t] = d[r];
        for (t = 0,
        l = o.length = a.length; t < l; t++)
            o[t] = a[t];
        return i && !B[e] && F(b, e, 2 * f),
        B[e] ? G(b, e, f, 0, o, c, null, 1)[1] : G(b, e, f, 0, o, c, null, 0)[1]
    }
},
//window._$jsvmprt(v1, [, , "undefined" != typeof exports ? exports : void 0, "undefined" != typeof module ? module : void 0, "undefined" != typeof define ? define : void 0, "undefined" != typeof Object ? Object : void 0, void 0, "undefined" != typeof TypeError ? TypeError : void 0, "undefined" != typeof document ? document : void 0, "undefined" != typeof InstallTrigger ? InstallTrigger : void 0, "undefined" != typeof safari ? safari : void 0, "undefined" != typeof Date ? Date : void 0, "undefined" != typeof Math ? Math : void 0, "undefined" != typeof navigator ? navigator : void 0, "undefined" != typeof location ? location : void 0, "undefined" != typeof history ? history : void 0, "undefined" != typeof Image ? Image : void 0, "undefined" != typeof console ? console : void 0, "undefined" != typeof PluginArray ? PluginArray : void 0, "undefined" != typeof indexedDB ? indexedDB : void 0, "undefined" != typeof DOMException ? DOMException : void 0, "undefined" != typeof parseInt ? parseInt : void 0, "undefined" != typeof String ? String : void 0, "undefined" != typeof Array ? Array : void 0, "undefined" != typeof Error ? Error : void 0, "undefined" != typeof JSON ? JSON : void 0, "undefined" != typeof Promise ? Promise : void 0, "undefined" != typeof WebSocket ? WebSocket : void 0, "undefined" != typeof eval ? eval : void 0, "undefined" != typeof setTimeout ? setTimeout : void 0, "undefined" != typeof encodeURIComponent ? encodeURIComponent : void 0, "undefined" != typeof encodeURI ? encodeURI : void 0, "undefined" != typeof Request ? Request : void 0, "undefined" != typeof Headers ? Headers : void 0, "undefined" != typeof decodeURIComponent ? decodeURIComponent : void 0, "undefined" != typeof RegExp ? RegExp : void 0]);
window._$jsvmprt(v1, [, , void 0, void 0, void 0, "undefined" != typeof Object ? Object : void 0, void 0, "undefined" != typeof TypeError ? TypeError : void 0, "undefined" != typeof document ? document : void 0, void 0, void 0, "undefined" != typeof Date ? Date : void 0, "undefined" != typeof Math ? Math : void 0, "undefined" != typeof navigator ? navigator : void 0, "undefined" != typeof location ? location : void 0, "undefined" != typeof history ? history : void 0, "undefined" != typeof Image ? Image : void 0, "undefined" != typeof console ? console : void 0, "undefined" != typeof PluginArray ? PluginArray : void 0, "undefined" != typeof indexedDB ? indexedDB : void 0, "undefined" != typeof DOMException ? DOMException : void 0, "undefined" != typeof parseInt ? parseInt : void 0, "undefined" != typeof String ? String : void 0, "undefined" != typeof Array ? Array : void 0, "undefined" != typeof Error ? Error : void 0, "undefined" != typeof JSON ? JSON : void 0, "undefined" != typeof Promise ? Promise : void 0, "undefined" != typeof WebSocket ? WebSocket : void 0, "undefined" != typeof eval ? eval : void 0, "undefined" != typeof setTimeout ? setTimeout : void 0, "undefined" != typeof encodeURIComponent ? encodeURIComponent : void 0, "undefined" != typeof encodeURI ? encodeURI : void 0, "undefined" != typeof Request ? Request : void 0, "undefined" != typeof Headers ? Headers : void 0, "undefined" != typeof decodeURIComponent ? decodeURIComponent : void 0, "undefined" != typeof RegExp ? RegExp : void 0]);
这里的o给定好值。
var o = {
    url: "https://www.toutiao.com/hot-event/hot-board/?origin=toutiao_pc"
};
//在这里单独写个函数接口供python调用
let n=window.byted_acrawler
function get_sign(targetUrl) {
    let Urls={url:""}
    Urls.url=targetUrl
    let sign=window.byted_acrawler.sign.call(n,Urls);
    return sign
}

os.environ[“NODE_PATH”] = “/usr/local/lib/node_modules/”
怎么看模块位置:

终端输入命令:
npm root -g

现在的execjs已经不用:
os.environ[“NODE_PATH”] = “/usr/local/lib/node_modules/”
这一步了

最后一步用Python调用js:


import requests
import execjs
import os

with open('index.js', mode='r', encoding='utf-8') as f:
    js = f.read()
JS = execjs.compile(js)

url = "https://www.toutiao.com/api/pc/list/feed?channel_id=3189399007&min_behot_time=0&offset=0&refresh_count=1&category=pc_profile_channel&client_extra_params=%7B%22short_video_item%22:%22filter%22%7D&aid=24&app_name=toutiao_web"
signature = JS.call("get_sign", url)

final_url = f"{url}&_signature={signature}"

print(final_url)
res = requests.get(
    url=final_url,
    headers={
        "user-agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/93.0.4577.82 Safari/537.36"
    }
)

print(res.text)
//每次返回的头条数据都会有一定的变化


文章来源:https://blog.csdn.net/nobestnobest/article/details/134912444
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