JS 逆向 - 实战 (01)

发表于 2022-06-11 更新于 2024-03-17 分类于 Python > 爬虫逆向本文字数： 150k 阅读时长 ≈ 4:10

思考

做一个 Request 的步骤是什么样的？

找到接口（动态数据或静态数据）
确定数据的请求方式（GET 获取、POST 提交）
检索请求参数、请求头参数，查看表单、数据是否存在加密内容
构建一个 headers (思考：如何验证正确的 headers)
发送请求

金十数据

简介

金十数据创办于 2013 年 10 月，是国内商业、金融信息和财经资讯的提供商，为广大金融投资者提供全球财经数据、国际动态、市场观察，立志成为业内实用、便捷的财经信息服务机构。
金十数据的产品包括金十数据 app、7*24 小时快讯、市场参考、财经视频栏目、金十交易英雄、金十交易侠、金十电台等。
目标：抓取网站底部数据。

解析

打开网站金十数据，然后按 F12 进入检查选项
点击网络，然后刷新网页
点击搜索图标，输入搜索关键词现货黄金，按回车进行搜索
点击搜索到的内容，查找到高亮链接，找到响应数据
查看标头和载荷，可以发现请求链接、请求方法、请求参数，其中请求参数是时间戳，每分钟刷新一次
然后根据获取到的信息编写爬虫代码即可，这里不做细述

公共资源交易中心

简介

乌海市公共资源交易中心（挂市政府采购中心、市建设工程交易中心、市国土资源市场交易中心、市国有资产产权交易中心的牌子），是副处级市政府直属事业机构，在市公共资源交易工作管理委员会统一领导下工作，是乌海市进行工程建设项目招投标、国有土地使用权和矿产资源采矿权出让、国有资产产权交易、政府采购等各类公共资源交易活动的综合性交易平台。
目标：抓取该网站的政策法规内容

解析

技巧
接口的快速搜索 (关键字)，⚠️注意：数据加密、页面不加载的情况下数据是搜索不到的。

操作

通过以上操作，可以发现数据来源的接口、请求的方法、请求参数，这时候可以通过编写测试代码来测试是否可以通过该接口获取数据

测试代码如下

import requests

headers = {
    "Referer": "http://www.whggzy.com/PoliciesAndRegulations/index.html?utm=sites_group_front.188479ff.0.0.449003d0e97f11ec80949b1a1f539024",
    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/102.0.5005.115 Safari/537.36",
}
url = "http://www.whggzy.com/front/search/category"
data = {
    "utm": "sites_group_front.188479ff.0.0.449003d0e97f11ec80949b1a1f539024",
    "categoryCode": "GovernmentProcurement",
    "pageSize": 15,
    "pageNo": 1
}
response = requests.post(url, headers=headers, data=data)

print(response.text)

运行测试代码，发现返回 系统出错，请稍后重试 的字样，说明这个接口并不像我们表面上看到的那么简单，这个时候就需要我们通过 JS验证 的方式来查找原因

验证 (JS 验证)
1. XHR 断点
2. 关键字搜索
3. 路径搜索 (协议://域名/路径?参数)
4. 引入器 (启动器)

验证操作

复制接口链接中的路径：front/search/category
点击 源代码 按钮，找到 XHR/提取断点，点击 + 号添加断点，输入刚才复制的路径，然后按回车保存断点
保存断点后，按 F5 刷新页面
刷新页面后，观察到 作用域 里边并没有出现我们刚刚复制的路径
点击 单步调试(F9) 开始单步调试，直到 作用域 中出现我们刚刚复制的路径
观察 作用域 中的 requestHeaders，可以发现这个接口的请求头中还验证了以下内容
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Accept: "*/*"
Content-Type: "application/json"
X-Requested-With: "XMLHttpRequest"
观察 作用域 中的 options，可以发现接口的请求参数是一个字符串，并不是像我们写的那样是个字典，这个也可以通过在 控制台 中输入 options 来查看

根据我们发现的问题完善我们的代码，这时候再尝试运行代码，发现返回了正常的结果，然后解析 json 数据即可，这里不做详述

import requests

headers = {
    "Referer": "http://www.whggzy.com/PoliciesAndRegulations/index.html?utm=sites_group_front.188479ff.0.0.449003d0e97f11ec80949b1a1f539024",
    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/102.0.5005.115 Safari/537.36",
    "Accept": "*/*",
    "Content-Type": "application/json",
    "X-Requested-With": "XMLHttpRequest"
}
url = "http://www.whggzy.com/front/search/category"
data = "{\"utm\":\"sites_group_front.188479ff.0.0.449003d0e97f11ec80949b1a1f539024\",\"categoryCode\":\"GovernmentProcurement\",\"pageSize\":15,\"pageNo\":1}"
response = requests.post(url, headers=headers, data=data)

print(response.text)

{"took":15,"timed_out":false,"_shards":{"total":2,"successful":2,"skipped":0,"failed":0},"hits":{"total":45,"max_score":null,"hits":[{"_index":"prod-articles-58","_type":"prod-article-58","_id":"15509724","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","attachmentUrl":"https://purchase-site-cdn.zcycdn.com/site_group/prod/site_582022/05/09/4e1b040a-23d4-4a40-906c-4977956076f8","articleId":15509724,"publishDate":1651913288000,"invalid":0,"siteId":58,"title":"乌海市财政局关于政府采购电子卖场商品管理及有关事项的通知","url":"/PoliciesAndRegulations/GovernmentProcurement/15509724.html"},"sort":[1651913288000,"15509724"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"14288301","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","attachmentUrl":"https://purchase-site-cdn.zcycdn.com/site_group/prod/site_582022/03/28/de312381-a5b2-4acc-adf9-1e1e7af7d1b1","articleId":14288301,"publishDate":1648454255000,"invalid":0,"siteId":58,"title":"内蒙古自治区人民政府关于印发自治区以更优营商环境服务市场主体行动方案的通知","url":"/PoliciesAndRegulations/GovernmentProcurement/14288301.html"},"sort":[1648454255000,"14288301"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"14288173","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","attachmentUrl":"https://purchase-site-cdn.zcycdn.com/site_group/prod/site_582022/03/28/db6ce861-3dc0-46cf-af13-476ac410f456","articleId":14288173,"publishDate":1648454132000,"invalid":0,"siteId":58,"title":"中华人民共和国国务院令（第722号）","url":"/PoliciesAndRegulations/GovernmentProcurement/14288173.html"},"sort":[1648454132000,"14288173"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"14288037","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","articleId":14288037,"publishDate":1648454005000,"invalid":0,"siteId":58,"title":"内蒙古自治区财政厅关于规范限额标准以下项目采购的通知","url":"/PoliciesAndRegulations/GovernmentProcurement/14288037.html"},"sort":[1648454005000,"14288037"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"14287939","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","attachmentUrl":"https://purchase-site-cdn.zcycdn.com/site_group/prod/site_582022/03/28/3f5bd76d-e713-476d-8d09-2d58e00aef9c","articleId":14287939,"publishDate":1648453948000,"invalid":0,"siteId":58,"title":"政府采购框架协议采购方式管理暂行办法","url":"/PoliciesAndRegulations/GovernmentProcurement/14287939.html"},"sort":[1648453948000,"14287939"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"14287751","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","articleId":14287751,"publishDate":1648453799000,"invalid":0,"siteId":58,"title":"400万元以下的政府采购工程，竞争性谈判时可以采用综合评分法吗？","url":"/PoliciesAndRegulations/GovernmentProcurement/14287751.html"},"sort":[1648453799000,"14287751"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"14287649","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","articleId":14287649,"publishDate":1648453724000,"invalid":0,"siteId":58,"title":"内蒙古自治区财政厅关于进一步丰富内蒙古自治区政府采购电子卖场交易方式的通知","url":"/PoliciesAndRegulations/GovernmentProcurement/14287649.html"},"sort":[1648453724000,"14287649"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"14287486","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","articleId":14287486,"publishDate":1648453623000,"invalid":0,"siteId":58,"title":"编制采购文件如何避免前后不一致？应从这四方面做起","url":"/PoliciesAndRegulations/GovernmentProcurement/14287486.html"},"sort":[1648453623000,"14287486"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"14287331","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","attachmentUrl":"https://purchase-site-cdn.zcycdn.com/site_group/prod/site_582022/03/28/50e0f2ce-d349-4ab2-b70b-8bfd094bafed","articleId":14287331,"publishDate":1648453485000,"invalid":0,"siteId":58,"title":"内蒙古自治区财政厅关于印发《内蒙古自治区政府采购云平台“一网通办”事项清单》的通知","url":"/PoliciesAndRegulations/GovernmentProcurement/14287331.html"},"sort":[1648453485000,"14287331"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"11243215","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","articleId":11243215,"publishDate":1639384714000,"invalid":0,"siteId":58,"title":"履约保证金 收还是不收","url":"/PoliciesAndRegulations/GovernmentProcurement/11243215.html"},"sort":[1639384714000,"11243215"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"11242810","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","articleId":11242810,"publishDate":1639384704000,"invalid":0,"siteId":58,"title":"公共资源交易平台可以行使审核职能吗?","url":"/PoliciesAndRegulations/GovernmentProcurement/11242810.html"},"sort":[1639384704000,"11242810"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"11242758","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","articleId":11242758,"publishDate":1639384694000,"invalid":0,"siteId":58,"title":"供应商质疑成立且影响采购结果，采购人该如何处理？","url":"/PoliciesAndRegulations/GovernmentProcurement/11242758.html"},"sort":[1639384694000,"11242758"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"11242642","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","articleId":11242642,"publishDate":1639384685000,"invalid":0,"siteId":58,"title":"第一中标候选人不按招标文件要求提交履约担保，如何处理？","url":"/PoliciesAndRegulations/GovernmentProcurement/11242642.html"},"sort":[1639384685000,"11242642"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"11241883","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","articleId":11241883,"publishDate":1639384675000,"invalid":0,"siteId":58,"title":"采购文件设置评审因素，这10个坑不能踩","url":"/PoliciesAndRegulations/GovernmentProcurement/11241883.html"},"sort":[1639384675000,"11241883"]},{"_index":"prod-articles-58","_type":"prod-article-58","_id":"11241858","_score":null,"_source":{"pathName":"政府采购","cover":"https://demo-open-doc.oss-cn-hangzhou.aliyuncs.com/1110WZ/site_group/dev/site_02020/09/09/f9a168d2-7d99-4267-8618-f46041ebdb3b.jpg","articleId":11241858,"publishDate":1639384666000,"invalid":0,"siteId":58,"title":"财政部明确政采信息化发展方向","url":"/PoliciesAndRegulations/GovernmentProcurement/11241858.html"},"sort":[1639384666000,"11241858"]}]}}

返回的数据

⚠️注意事项：在获取数据后记得移除刚才添加的断点

鼠标右键点击刚才添加的断点，然后点击 移除断点 即可

企名科技

简介

企名科技成立于 2015 年，新一代商业信息服务平台，以发现并助力创新者增长为使命，通过信息、数据、服务参与科技创新促进商业发展。旗下 2 大业务子品牌：24 新声、企名片；24 新声是智库型商业服务平台，目前包括媒体、峰会、研究与沙龙等服务，每年在中国举办 4 次千人规模的大型峰会活动，影响关注科技的千万级创新人群；企名片是金融数据终端和软件服务商，产品包括企名片 APP、企名片 Pro、企名片 Work、企名片 API，约有 1000 多家金融机构付费客户。
JS 逆向类型：数据加密
目标：获取创业服务中的创业项目

解析

判断
1. 首先在 检查 中按照关键字 (米哈游) 搜索，结果显示未找到匹配项，说明数据是加密的
2. 接着在 源代码 中按照关键字 (米哈游) 搜索，结果显示 0 个，说明数据是通过动态加载的
3. 然后在 网络中 点击 Fetch/XHR，过滤出来动态加载的数据，然后按照大小排序
4. 这时候可以看到排第一的是一个 CSS 文件，肯定不是我们要找的数据；然后排第二的是一个 POST 请求接口，通过 预览 可以看到响应中有一个键为 encrypt_data 的数据，其值应该就是我们所需的数据
5. 观察 encrypt_data 的值，可以发现它是一个我们看不懂的字符串，但是页面上显示的却是明文的内容，说明该字符串应该有一个对应的 JS解密函数，通过该解密函数可以将它解密成我们所看到的明文数据
6. 那么我们该如何去找到这个 JS解密函数 呢？

查找解密函数

通过关键字 (encrypt_data) 进行搜索
在搜索结果中选择 .js 后缀的 js文件，然后定位 (高亮显示) 到文件的所在位置
鼠标右键点击刚才定位到的文件，选择 在“来源”面板中打开，这时候会看到被压缩的代码，点击底部的 {} 括号，格式化代码
按快捷键 Ctrl + F 并输入关键字 encrypt_data 进行搜索，这时候会看到有 6 条匹配的结果。通过查看匹配的结果，发现第一条匹配的内容是和图片上传有关的内容，不是我们要找的内容，点击 ∨ 查看下一条匹配的数据，发现和第一条差不多，也是和图片上传有关的内容，继续点击 ∨，直到第五条匹配的内容，发现其不再是和图片上传有关的内容了，而是像我们要找的内容
用鼠标左键点击第五条匹配内容的行号，添加断点，然后按 F5 刷新页面
刷新页面之后查看右侧的作用域，可以看到那条加密数据 (encrypt_data)，这时候我们只需要关注一件事情：这个加密数据是传递给了哪个函数
我们要跟踪加密数据 (encrypt_data) 需要首先找到主体函数，点击 单步调试 - F9，发现加密数据没有任何变化，继续点击 单步调试 - F9，直到发现加密数据发现发生变化，这时候发现加密数据传递给了一个值 e
观察 e 所在的函数，发现它是一个叫 s 的函数所传递的参数，那么这个函数 s 便是我们要找的主体函数
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function s(e) {
return JSON.parse(o("5e5062e82f15fe4ca9d24bc5", a.a.decode(e), 0, 0, "012345677890123", 1))
}
将主体函数 s 复制到一个 js 文件中，观察主体函数，发现主体函数返回了一个经过 JSON.parse 方法处理过的内容，JSON.parse 的作用类似于 Python 中的 json.loads，这里我们先将其删除
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function s(e) {
return o("5e5062e82f15fe4ca9d24bc5", a.a.decode(e), 0, 0, "012345677890123", 1)
}
观察处理过后的主题函数，这时候会发现有两个方法：o 和 a.a.decode
溯源 o：回到浏览器，鼠标光标选中 o，这时候会弹出一个面板，在这个面板中会有 o 的生成地址，点击这个生成地址，会跳转到一个 o 函数，复制 o 函数到刚才的 js 文件中
溯源 a.a.decode：使用同样的操作溯源 a.a.decode 后会发现有一个方法 decode: function (t)，在这个方法的结尾位置添加一个断点

点击 继续执行脚本 - F8，让程序跑到新打的断点处，然后复制溯源后的函数 decode: function(t) 到刚才的 js 文件中

decode: function (t) {
    var e = (t = String(t).replace(f, "")).length;
    e % 4 == 0 && (e = (t = t.replace(/==?$/, "")).length),
    (e % 4 == 1 || /[^+a-zA-Z0-9/]/.test(t)) && l("Invalid character: the string to be decoded is not correctly encoded.");
    for (var n, r, i = 0, o = "", a = -1; ++a < e;)
        r = c.indexOf(t.charAt(a)),
            n = i % 4 ? 64 * n + r : r,
        i++ % 4 && (o += String.fromCharCode(255 & n >> (-2 * i & 6)));
    return o
}

整理 js 文件，在浏览器控制台获取所需的参数，然后运行 js 文件，这时候会得到输出的结果

function s(e) {
    // JSON.parse类似于python中的json.loads
    return o("5e5062e82f15fe4ca9d24bc5", decode(e), 0, 0, "012345677890123", 1)
}

function decode(t) {
    var e = (t = String(t).replace(f, "")).length;
    var f = '/[\\t\\n\\f\\r ]/g';
    var c = 'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/';
    e % 4 == 0 && (e = (t = t.replace(/==?$/, "")).length),
    (e % 4 == 1 || /[^+a-zA-Z0-9/]/.test(t)) && l("Invalid character: the string to be decoded is not correctly encoded.");
    for (var n, r, i = 0, o = "", a = -1; ++a < e;)
        r = c.indexOf(t.charAt(a)),
            n = i % 4 ? 64 * n + r : r,
        i++ % 4 && (o += String.fromCharCode(255 & n >> (-2 * i & 6)));
    return o
}

function o(e, t, i, n, a, o) {
    var s, c, r, l, d, u, h, p, f, m, v, g, y, b,
        C = new Array(16843776, 0, 65536, 16843780, 16842756, 66564, 4, 65536, 1024, 16843776, 16843780, 1024, 16778244, 16842756, 16777216, 4, 1028, 16778240, 16778240, 66560, 66560, 16842752, 16842752, 16778244, 65540, 16777220, 16777220, 65540, 0, 1028, 66564, 16777216, 65536, 16843780, 4, 16842752, 16843776, 16777216, 16777216, 1024, 16842756, 65536, 66560, 16777220, 1024, 4, 16778244, 66564, 16843780, 65540, 16842752, 16778244, 16777220, 1028, 66564, 16843776, 1028, 16778240, 16778240, 0, 65540, 66560, 0, 16842756),
        _ = new Array(-2146402272, -2147450880, 32768, 1081376, 1048576, 32, -2146435040, -2147450848, -2147483616, -2146402272, -2146402304, -2147483648, -2147450880, 1048576, 32, -2146435040, 1081344, 1048608, -2147450848, 0, -2147483648, 32768, 1081376, -2146435072, 1048608, -2147483616, 0, 1081344, 32800, -2146402304, -2146435072, 32800, 0, 1081376, -2146435040, 1048576, -2147450848, -2146435072, -2146402304, 32768, -2146435072, -2147450880, 32, -2146402272, 1081376, 32, 32768, -2147483648, 32800, -2146402304, 1048576, -2147483616, 1048608, -2147450848, -2147483616, 1048608, 1081344, 0, -2147450880, 32800, -2147483648, -2146435040, -2146402272, 1081344),
        w = new Array(520, 134349312, 0, 134348808, 134218240, 0, 131592, 134218240, 131080, 134217736, 134217736, 131072, 134349320, 131080, 134348800, 520, 134217728, 8, 134349312, 512, 131584, 134348800, 134348808, 131592, 134218248, 131584, 131072, 134218248, 8, 134349320, 512, 134217728, 134349312, 134217728, 131080, 520, 131072, 134349312, 134218240, 0, 512, 131080, 134349320, 134218240, 134217736, 512, 0, 134348808, 134218248, 131072, 134217728, 134349320, 8, 131592, 131584, 134217736, 134348800, 134218248, 520, 134348800, 131592, 8, 134348808, 131584),
        k = new Array(8396801, 8321, 8321, 128, 8396928, 8388737, 8388609, 8193, 0, 8396800, 8396800, 8396929, 129, 0, 8388736, 8388609, 1, 8192, 8388608, 8396801, 128, 8388608, 8193, 8320, 8388737, 1, 8320, 8388736, 8192, 8396928, 8396929, 129, 8388736, 8388609, 8396800, 8396929, 129, 0, 0, 8396800, 8320, 8388736, 8388737, 1, 8396801, 8321, 8321, 128, 8396929, 129, 1, 8192, 8388609, 8193, 8396928, 8388737, 8193, 8320, 8388608, 8396801, 128, 8388608, 8192, 8396928),
        x = new Array(256, 34078976, 34078720, 1107296512, 524288, 256, 1073741824, 34078720, 1074266368, 524288, 33554688, 1074266368, 1107296512, 1107820544, 524544, 1073741824, 33554432, 1074266112, 1074266112, 0, 1073742080, 1107820800, 1107820800, 33554688, 1107820544, 1073742080, 0, 1107296256, 34078976, 33554432, 1107296256, 524544, 524288, 1107296512, 256, 33554432, 1073741824, 34078720, 1107296512, 1074266368, 33554688, 1073741824, 1107820544, 34078976, 1074266368, 256, 33554432, 1107820544, 1107820800, 524544, 1107296256, 1107820800, 34078720, 0, 1074266112, 1107296256, 524544, 33554688, 1073742080, 524288, 0, 1074266112, 34078976, 1073742080),
        T = new Array(536870928, 541065216, 16384, 541081616, 541065216, 16, 541081616, 4194304, 536887296, 4210704, 4194304, 536870928, 4194320, 536887296, 536870912, 16400, 0, 4194320, 536887312, 16384, 4210688, 536887312, 16, 541065232, 541065232, 0, 4210704, 541081600, 16400, 4210688, 541081600, 536870912, 536887296, 16, 541065232, 4210688, 541081616, 4194304, 16400, 536870928, 4194304, 536887296, 536870912, 16400, 536870928, 541081616, 4210688, 541065216, 4210704, 541081600, 0, 541065232, 16, 16384, 541065216, 4210704, 16384, 4194320, 536887312, 0, 541081600, 536870912, 4194320, 536887312),
        $ = new Array(2097152, 69206018, 67110914, 0, 2048, 67110914, 2099202, 69208064, 69208066, 2097152, 0, 67108866, 2, 67108864, 69206018, 2050, 67110912, 2099202, 2097154, 67110912, 67108866, 69206016, 69208064, 2097154, 69206016, 2048, 2050, 69208066, 2099200, 2, 67108864, 2099200, 67108864, 2099200, 2097152, 67110914, 67110914, 69206018, 69206018, 2, 2097154, 67108864, 67110912, 2097152, 69208064, 2050, 2099202, 69208064, 2050, 67108866, 69208066, 69206016, 2099200, 0, 2, 69208066, 0, 2099202, 69206016, 2048, 67108866, 67110912, 2048, 2097154),
        N = new Array(268439616, 4096, 262144, 268701760, 268435456, 268439616, 64, 268435456, 262208, 268697600, 268701760, 266240, 268701696, 266304, 4096, 64, 268697600, 268435520, 268439552, 4160, 266240, 262208, 268697664, 268701696, 4160, 0, 0, 268697664, 268435520, 268439552, 266304, 262144, 266304, 262144, 268701696, 4096, 64, 268697664, 4096, 266304, 268439552, 64, 268435520, 268697600, 268697664, 268435456, 262144, 268439616, 0, 268701760, 262208, 268435520, 268697600, 268439552, 268439616, 0, 268701760, 266240, 266240, 4160, 4160, 262208, 268435456, 268701696),
        A = function (e) {
            for (var t, i, n, a = new Array(0, 4, 536870912, 536870916, 65536, 65540, 536936448, 536936452, 512, 516, 536871424, 536871428, 66048, 66052, 536936960, 536936964), o = new Array(0, 1, 1048576, 1048577, 67108864, 67108865, 68157440, 68157441, 256, 257, 1048832, 1048833, 67109120, 67109121, 68157696, 68157697), s = new Array(0, 8, 2048, 2056, 16777216, 16777224, 16779264, 16779272, 0, 8, 2048, 2056, 16777216, 16777224, 16779264, 16779272), c = new Array(0, 2097152, 134217728, 136314880, 8192, 2105344, 134225920, 136323072, 131072, 2228224, 134348800, 136445952, 139264, 2236416, 134356992, 136454144), r = new Array(0, 262144, 16, 262160, 0, 262144, 16, 262160, 4096, 266240, 4112, 266256, 4096, 266240, 4112, 266256), l = new Array(0, 1024, 32, 1056, 0, 1024, 32, 1056, 33554432, 33555456, 33554464, 33555488, 33554432, 33555456, 33554464, 33555488), d = new Array(0, 268435456, 524288, 268959744, 2, 268435458, 524290, 268959746, 0, 268435456, 524288, 268959744, 2, 268435458, 524290, 268959746), u = new Array(0, 65536, 2048, 67584, 536870912, 536936448, 536872960, 536938496, 131072, 196608, 133120, 198656, 537001984, 537067520, 537004032, 537069568), h = new Array(0, 262144, 0, 262144, 2, 262146, 2, 262146, 33554432, 33816576, 33554432, 33816576, 33554434, 33816578, 33554434, 33816578), p = new Array(0, 268435456, 8, 268435464, 0, 268435456, 8, 268435464, 1024, 268436480, 1032, 268436488, 1024, 268436480, 1032, 268436488), f = new Array(0, 32, 0, 32, 1048576, 1048608, 1048576, 1048608, 8192, 8224, 8192, 8224, 1056768, 1056800, 1056768, 1056800), m = new Array(0, 16777216, 512, 16777728, 2097152, 18874368, 2097664, 18874880, 67108864, 83886080, 67109376, 83886592, 69206016, 85983232, 69206528, 85983744), v = new Array(0, 4096, 134217728, 134221824, 524288, 528384, 134742016, 134746112, 16, 4112, 134217744, 134221840, 524304, 528400, 134742032, 134746128), g = new Array(0, 4, 256, 260, 0, 4, 256, 260, 1, 5, 257, 261, 1, 5, 257, 261), y = e.length > 8 ? 3 : 1, b = new Array(32 * y), C = new Array(0, 0, 1, 1, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 0), _ = 0, w = 0, k = 0; k < y; k++) {
                var x = e.charCodeAt(_++) << 24 | e.charCodeAt(_++) << 16 | e.charCodeAt(_++) << 8 | e.charCodeAt(_++)
                    ,
                    T = e.charCodeAt(_++) << 24 | e.charCodeAt(_++) << 16 | e.charCodeAt(_++) << 8 | e.charCodeAt(_++);
                x ^= (n = 252645135 & (x >>> 4 ^ T)) << 4,
                    x ^= n = 65535 & ((T ^= n) >>> -16 ^ x),
                    x ^= (n = 858993459 & (x >>> 2 ^ (T ^= n << -16))) << 2,
                    x ^= n = 65535 & ((T ^= n) >>> -16 ^ x),
                    x ^= (n = 1431655765 & (x >>> 1 ^ (T ^= n << -16))) << 1,
                    x ^= n = 16711935 & ((T ^= n) >>> 8 ^ x),
                    n = (x ^= (n = 1431655765 & (x >>> 1 ^ (T ^= n << 8))) << 1) << 8 | (T ^= n) >>> 20 & 240,
                    x = T << 24 | T << 8 & 16711680 | T >>> 8 & 65280 | T >>> 24 & 240,
                    T = n;
                for (var $ = 0; $ < C.length; $++)
                    C[$] ? (x = x << 2 | x >>> 26,
                        T = T << 2 | T >>> 26) : (x = x << 1 | x >>> 27,
                        T = T << 1 | T >>> 27),
                        T &= -15,
                        t = a[(x &= -15) >>> 28] | o[x >>> 24 & 15] | s[x >>> 20 & 15] | c[x >>> 16 & 15] | r[x >>> 12 & 15] | l[x >>> 8 & 15] | d[x >>> 4 & 15],
                        i = u[T >>> 28] | h[T >>> 24 & 15] | p[T >>> 20 & 15] | f[T >>> 16 & 15] | m[T >>> 12 & 15] | v[T >>> 8 & 15] | g[T >>> 4 & 15],
                        n = 65535 & (i >>> 16 ^ t),
                        b[w++] = t ^ n,
                        b[w++] = i ^ n << 16
            }
            return b
        }(e), L = 0, S = t.length, z = 0, B = 32 == A.length ? 3 : 9;
    p = 3 == B ? i ? new Array(0, 32, 2) : new Array(30, -2, -2) : i ? new Array(0, 32, 2, 62, 30, -2, 64, 96, 2) : new Array(94, 62, -2, 32, 64, 2, 30, -2, -2),
        2 == o ? t += "        " : 1 == o ? i && (r = 8 - S % 8,
            t += String.fromCharCode(r, r, r, r, r, r, r, r),
        8 === r && (S += 8)) : o || (t += "\0\0\0\0\0\0\0\0");
    var F = ""
        , I = "";
    for (1 == n && (f = a.charCodeAt(L++) << 24 | a.charCodeAt(L++) << 16 | a.charCodeAt(L++) << 8 | a.charCodeAt(L++),
        v = a.charCodeAt(L++) << 24 | a.charCodeAt(L++) << 16 | a.charCodeAt(L++) << 8 | a.charCodeAt(L++),
        L = 0); L < S;) {
        for (u = t.charCodeAt(L++) << 24 | t.charCodeAt(L++) << 16 | t.charCodeAt(L++) << 8 | t.charCodeAt(L++),
                 h = t.charCodeAt(L++) << 24 | t.charCodeAt(L++) << 16 | t.charCodeAt(L++) << 8 | t.charCodeAt(L++),
             1 == n && (i ? (u ^= f,
                 h ^= v) : (m = f,
                 g = v,
                 f = u,
                 v = h)),
                 u ^= (r = 252645135 & (u >>> 4 ^ h)) << 4,
                 u ^= (r = 65535 & (u >>> 16 ^ (h ^= r))) << 16,
                 u ^= r = 858993459 & ((h ^= r) >>> 2 ^ u),
                 u ^= r = 16711935 & ((h ^= r << 2) >>> 8 ^ u),
                 u = (u ^= (r = 1431655765 & (u >>> 1 ^ (h ^= r << 8))) << 1) << 1 | u >>> 31,
                 h = (h ^= r) << 1 | h >>> 31,
                 c = 0; c < B; c += 3) {
            for (y = p[c + 1],
                     b = p[c + 2],
                     s = p[c]; s != y; s += b)
                l = h ^ A[s],
                    d = (h >>> 4 | h << 28) ^ A[s + 1],
                    r = u,
                    u = h,
                    h = r ^ (_[l >>> 24 & 63] | k[l >>> 16 & 63] | T[l >>> 8 & 63] | N[63 & l] | C[d >>> 24 & 63] | w[d >>> 16 & 63] | x[d >>> 8 & 63] | $[63 & d]);
            r = u,
                u = h,
                h = r
        }
        h = h >>> 1 | h << 31,
            h ^= r = 1431655765 & ((u = u >>> 1 | u << 31) >>> 1 ^ h),
            h ^= (r = 16711935 & (h >>> 8 ^ (u ^= r << 1))) << 8,
            h ^= (r = 858993459 & (h >>> 2 ^ (u ^= r))) << 2,
            h ^= r = 65535 & ((u ^= r) >>> 16 ^ h),
            h ^= r = 252645135 & ((u ^= r << 16) >>> 4 ^ h),
            u ^= r << 4,
        1 == n && (i ? (f = u,
            v = h) : (u ^= m,
            h ^= g)),
            I += String.fromCharCode(u >>> 24, u >>> 16 & 255, u >>> 8 & 255, 255 & u, h >>> 24, h >>> 16 & 255, h >>> 8 & 255, 255 & h),
        512 == (z += 8) && (F += I,
            I = "",
            z = 0)
    }
    if (F = (F += I).replace(/\0*$/g, ""),
        !i) {
        if (1 === o) {
            var j = 0;
            (S = F.length) && (j = F.charCodeAt(S - 1)),
            j <= 8 && (F = F.substring(0, S - j))
        }
        F = decodeURIComponent(escape(F))
    }
    return F
}

data = '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'

console.log(s(data))

{"list":["\u4f01\u4e1a\u670d\u52a1","\u533b\u7597\u5065\u5eb7","\u751f\u6d3b\u670d\u52a1","\u4eba\u5de5\u667a\u80fd","\u5927\u6570\u636e","\u533a\u5757\u94fe","\u6559\u80b2\u57f9\u8bad","\u6587\u5a31\u4f20\u5a92","\u91d1\u878d","\u7535\u5b50\u5546\u52a1","VR\/AR","\u65c5\u6e38\u6237\u5916","\u9910\u996e\u4e1a","\u623f\u4ea7\u5bb6\u5c45","\u6c7d\u8f66\u4ea4\u901a","\u4f53\u80b2\u5065\u8eab","\u98df\u54c1\u996e\u6599","\u7269\u8054\u7f51","\u786c\u4ef6","\u6e38\u620f","\u751f\u4ea7\u5236\u9020","\u7269\u6d41\u8fd0\u8f93","\u519c\u4e1a","\u6279\u53d1\u96f6\u552e","\u5148\u8fdb\u5236\u9020","\u793e\u4ea4\u793e\u533a","\u5de5\u5177\u8f6f\u4ef6","\u670d\u88c5\u7eba\u7ec7","\u5efa\u7b51","\u5f00\u91c7","\u73af\u4fdd","\u80fd\u6e90\u7535\u529b","\u653f\u52a1\u53ca\u516c\u5171\u670d\u52a1","\u79d1\u7814\u53ca\u6280\u672f\u670d\u52a1","\u6d88\u8d39\u5347\u7ea7","\u65b0\u57fa\u5efa","\u786c\u79d1\u6280"]}

⚠️注意：运行 js 文件时，需要提前安装 Node.js 和在 PyCharm 中安装 Node.js 插件

使用 Python 脚本运行以上 js 文件

import execjs
import json

with open('test.js', 'r', encoding='utf-8') as f:
    jscode = f.read()

data = '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'
ctx = execjs.compile(jscode).call('s', data)
json_data = json.loads(ctx)
print(json_data)

{'list': ['企业服务', '医疗健康', '生活服务', '人工智能', '大数据', '区块链', '教育培训', '文娱传媒', '金融', '电子商务', 'VR/AR', '旅游户外', '餐饮业', '房产家居', '汽车交通', '体育健身', '食品饮料', '物联网', '硬件', '游戏', '生产制造', '物流运输', '农业', '批发零售', '先进制造', '社交社区', '工具软件', '服装纺织', '建筑', '开采', '环保', '能源电力', '政务及公共服务', '科研及技术服务', '消费升级', '新基建', '硬科技']}

运行结果

这时候发现获取的数据并不对，这是因为 data 不对，只需要获取完整的 data，然后将其放入代码即可

import requests
import execjs
import json

headers = {
    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/102.0.5005.115 Safari/537.36",
}
url = "https://vipapi.qimingpian.cn/DataList/productListVip"
data = {
    "time_interval": "",
    "tag": "",
    "tag_type": "",
    "province": "",
    "lunci": "",
    "page": "1",
    "num": "20",
    "unionid": ""
}
response = requests.post(url, headers=headers, data=data)
encrypt_data = response.json().get('encrypt_data')
# print(encrypt_data)
with open('test.js', 'r', encoding='utf-8') as f:
    jscode = f.read()
ctx = execjs.compile(jscode).call('s', encrypt_data)
json_data = json.loads(ctx)
print(json_data)

{'list': [{'product': 'Motphys', 'icon': 'https://img1.qimingpian.cn/uploadImg/202108/6119c9fe5c078.png', 'hangye1': '游戏', 'yewu': '动作物理引擎技术研发商', 'province': '北京市', 'lunci': '天使轮', 'jieduan': '天使轮', 'money': '数百万美元', 'time': '2021.08.16', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=09a6b23085f65ddf8d7230694affa84a&id=4d585741249ff215dfd21f04fdb2faf2', 'investor_info': [{'investor': '红杉中国', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=4b1c54ebfbdd53d6a0af12a37b98d5d4&id=a8d12f114305bd75e39f9e3abec13c6b', 'invest_type_name': '领投', 'invest_type': '1'}, {'investor': '高瓴创投', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=af2742b715695f55aa827f8ba4fa580c&id=c2946868a0d82299e956947366e25380', 'invest_type_name': '领投', 'invest_type': '1'}, {'investor': 'Game Trigger', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=4f756b811a965073ac1ba61d70f49c2d&id=afd58971b6068c8bf54b8f616c73734b', 'invest_type_name': '跟投', 'invest_type': '2'}], 'heat_num': '564'}, {'product': '米哈游', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/202001/product5e0fb945b8661488498170.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=auRrYuHPGN9SW%2FBRi0SC%2FDZAGrY%3D', 'hangye1': '游戏', 'yewu': '动作游戏开发运营商', 'province': '上海市', 'lunci': '', 'jieduan': '', 'money': '', 'time': '', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=51de3fa1f48b534a89b740e13451dcc0&id=d2a082bf7f52231a0dca9adb03b1e594', 'investor_info': [], 'heat_num': '480'}, {'product': '铁甲钢拳', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/202001/product5e10bd6ee041b092722276.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=4gcKyPwaBeRy3OegymTvAEbIQ2o%3D', 'hangye1': '医疗健康', 'yewu': '柔性机械外骨骼生产商', 'province': '北京市', 'lunci': '股权融资', 'jieduan': '股权融资', 'money': '未披露', 'time': '2021.01.16', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=e3cef59325495e03a252f9a6bfb89d08&id=bb6ad21be8dc40422c70f481ec78ebb2', 'investor_info': [{'investor': '盛大集团', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=8a17c30a9d7956f2af21626bd3f5baf4&id=c3978cfc3bacdc8a03fa77e30f55af1b', 'invest_type_name': '独投', 'invest_type': '4'}], 'heat_num': '444'}, {'product': '清醒异构', 'icon': 'https://img1.qimingpian.cn/uploadImg/202109/6140532cc1498.png', 'hangye1': '企业服务', 'yewu': '自动并行程序工厂提供商', 'province': '北京市', 'lunci': '天使+', 'jieduan': '天使+', 'money': '未披露', 'time': '2022.06.07', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=67bad6854b4c5ede92d877acd81443cb&id=30ee74f257fc7bddd8d7a03948852f2d', 'investor_info': [{'investor': '卓源资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=c374788fd4045403a2d1d7cc44033fc4&id=ab872d9d596760b21b413f8c187de330', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '奇绩创坛', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=ae61f4aa346154bbbccba0f31b1b142c&id=984c838baab05e26e259394ff10d9693', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '水木清华校友基金', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=a9fd5fb24b4b5c32a7fa21da2093b006&id=4ed78f5bdc6555408947d6214e029cb3', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '英诺天使基金', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=66adef69e9da56ccac938e016c249157&id=0279cb3ff5cedbd5a210f0c8c0049000', 'invest_type_name': '合投', 'invest_type': '3'}], 'heat_num': '354'}, {'product': '华翊量子', 'icon': 'https://img1.qimingpian.cn/uploadImg/202204/62620722e5d97.png', 'hangye1': '科研及技术服务', 'yewu': '量子计算机研发商', 'province': '北京市', 'lunci': '天使轮', 'jieduan': '天使轮', 'money': '过亿人民币', 'time': '2022.04.22', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=97a518dc77755e9bb3d4c4e5a0247f16&id=d7fb1b033577535ac13bf4ef57e46a14', 'investor_info': [{'investor': '高榕资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=fae58c4fcd0d5364b162c065438f2d90&id=49ddcd29e21427ad60e7401a70214622', 'invest_type_name': '领投', 'invest_type': '1'}, {'investor': '奥锐特药业', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=aaf72e997529585d8eb94bd7ee80a29e&id=b8f1ebf2c20f39c0e282aacbfdc8cb80', 'invest_type_name': '', 'invest_type': '0'}, {'investor': '红杉中国', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=4b1c54ebfbdd53d6a0af12a37b98d5d4&id=a8d12f114305bd75e39f9e3abec13c6b', 'invest_type_name': '跟投', 'invest_type': '2'}, {'investor': '奇绩创坛', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=ae61f4aa346154bbbccba0f31b1b142c&id=984c838baab05e26e259394ff10d9693', 'invest_type_name': '跟投', 'invest_type': '2'}, {'investor': '图灵创投', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=c501563786535160b2e5884ead7c6abb&id=9dd2b265133a63c2ca62c6bfe135074a', 'invest_type_name': '跟投', 'invest_type': '2'}, {'investor': '清华控股', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=d7b506a29a7453ac851d28bedd8e93d0&id=926ac5d1ddd8b07ffc96831fe33d5a35', 'invest_type_name': '', 'invest_type': '0'}], 'heat_num': '312'}, {'product': '有了Gotin', 'icon': 'https://img1.qimingpian.cn/uploadImg/202202/6200813c21cc9.png', 'hangye1': '企业服务', 'yewu': '一站式在线活动平台', 'province': '北京市', 'lunci': 'Pre-A轮', 'jieduan': 'Pre-A轮', 'money': '未披露', 'time': '2022.02.07', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=b5cb6163367255f390768cb9864c2c44&id=c7bbcb6149eec56b3856283052d189ef', 'investor_info': [{'investor': '高瓴创投', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=af2742b715695f55aa827f8ba4fa580c&id=c2946868a0d82299e956947366e25380', 'invest_type_name': '领投', 'invest_type': '1'}, {'investor': '和玉资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=365a9b640fbe507c9360fcfe3279ae22&id=f908dd21d6f1d63523bfb22335159187', 'invest_type_name': '跟投', 'invest_type': '2'}, {'investor': '金沙江创投', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=a785590b5ef55c858a3fe84c069ec4ad&id=e5ed4e33fc98bd3b2249a13f1f78b56f', 'invest_type_name': '跟投', 'invest_type': '2'}, {'investor': 'Picus Capital', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=11a122b657c551928159a93fb085dce3&id=ddcb32d0171b62915d769121d961f717', 'invest_type_name': '跟投', 'invest_type': '2'}], 'heat_num': '264'}, {'product': '能链', 'icon': 'https://img1.qimingpian.cn/uploadImg/202106/60c7fb0e4fc15.png', 'hangye1': '汽车交通', 'yewu': '能源物联网EIoT及能源新零售平台', 'province': '北京市', 'lunci': '战略融资', 'jieduan': '战略融资', 'money': '未披露', 'time': '2022.02.10', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=3c6675e7bb2c546f84ae99af05535332&id=ab74903f189e1a9cee59288ba5db3469', 'investor_info': [{'investor': '华润资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=5bfab9183f755f8482fc8b5803ed156a&id=eb08c6f7f57d8664fcb78aeab9ce6cf2', 'invest_type_name': '独投', 'invest_type': '4'}], 'heat_num': '258'}, {'product': '天马轴承', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/201908/product5d64de61d32c2661565541.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=FzbA5qcRU2H%2FhytL6VkSY3rkgNo%3D', 'hangye1': '生产制造', 'yewu': '轴承制造商', 'province': '浙江省', 'lunci': 'B轮', 'jieduan': 'B轮', 'money': '未披露', 'time': '2022.06.11', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=cc8b9328bb3b58adbe8aa2264930f5ec&id=b055e36699e7c7815c31d146c98ddd8c', 'investor_info': [{'investor': '银润资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=f092a08f86f95208bd545eab517ec8e5&id=0270ff0673272207c354395be41b7072', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '景祥资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=4d64b51d13ae5c5ab0a5ac0b665e4a01&id=c0017a5b58e1de11c4e25bb3528ffb22', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '融泰中和', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=22de0b87d4c759f893291ff77a74e7c8&id=2245d7392e748b05be0b13c4dfdf1607', 'invest_type_name': '合投', 'invest_type': '3'}], 'heat_num': '258'}, {'product': '中车数科', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/202012/product5fe3f3d023bb1512364617.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=HXYD8Dua57yO6UMcrB7Pf8nLe1Y%3D', 'hangye1': '企业服务', 'yewu': '智能制造、智能运营、工业互联网平台', 'province': '江苏省', 'lunci': 'B轮', 'jieduan': 'B轮', 'money': '2.2亿人民币', 'time': '2022.06.11', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=4239ae5547d65b77a78ff2c54a993ce2&id=8e41b6353e93a0cb21b764b39dbe259d', 'investor_info': [{'investor': '深创投', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=99fe4767812a5edea143e3a80159d510&id=7a65299129e86e2a3e2baeb7bec36712', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '中国中车', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=d9d2a15ab1b75f4baf19843a2080a02d&id=c05c8da0b0597e3e5374bb3d4c29230d', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '南通城轨', 'detail': '', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '钟山集团', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=7ed39065f54c5d0d9a6e840b7b55b708&id=e44dc35f5c31d2bd39341e9f4aec7a3f', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '星河控股', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=7e4502cc16c7599e8ba9b751c8b6d947&id=09a065079162775209c7017bef1ab4ce', 'invest_type_name': '合投', 'invest_type': '3'}], 'heat_num': '252'}, {'product': '雅客云', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/202009/product5f699a1047feb820948630.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=MbLHEiV3175EjYy2svyHWdTVMQU%3D', 'hangye1': '企业服务', 'yewu': '容器云及网络安全服务商', 'province': '北京市', 'lunci': 'A轮', 'jieduan': 'A轮', 'money': '未披露', 'time': '2022.05.11', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=66eeba18e9aa50809b8f2170d73ea1bf&id=fcdb1196b128dca83f373fe6c775093a', 'investor_info': [{'investor': '奇绩创坛', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=ae61f4aa346154bbbccba0f31b1b142c&id=984c838baab05e26e259394ff10d9693', 'invest_type_name': '独投', 'invest_type': '4'}], 'heat_num': '228'}, {'product': '火石创造', 'icon': 'https://img1.qimingpian.cn/uploadImg/202112/61c03330addb4.png', 'hangye1': '大数据', 'yewu': '产业大数据平台', 'province': '浙江省', 'lunci': '战略融资', 'jieduan': '战略融资', 'money': '未披露', 'time': '2022.06.10', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=9c98cb7d52685cc2baa6f2937077b405&id=dc14cfe84cf2a48c43011e19bd3e51bd', 'investor_info': [{'investor': '联东集团', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=eca0dc7e6f975711ac24fd6016549ce2&id=cf495780934c2bd94828f197b7f0d521', 'invest_type_name': '独投', 'invest_type': '4'}], 'heat_num': '210'}, {'product': '未来脑律', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/202205/product628f5902c775a578999836.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=XIAuTfFZX%2B%2F%2BlPDOxYNAYG2Ao8s%3D', 'hangye1': '硬科技', 'yewu': '脑疾病非侵入式神经调控治疗产品提供商', 'province': '广东省', 'lunci': '天使轮', 'jieduan': '天使轮', 'money': '数千万人民币', 'time': '2022.04.21', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=25279141681e5f11ac6bb3e85a9a63ee&id=5bb0559753287229d24b3b56edd3219c', 'investor_info': [{'investor': '嘉程资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=adfa140c479457b8a9e601e88773d299&id=5a1fd3807738089d2fad14f04b8b6000', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '奇绩创坛', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=ae61f4aa346154bbbccba0f31b1b142c&id=984c838baab05e26e259394ff10d9693', 'invest_type_name': '合投', 'invest_type': '3'}], 'heat_num': '198'}, {'product': '万象原生', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/202205/product628dd3f572c27274919101.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=tvSkxsOXjrOEOz5eUc%2FFWdln7rQ%3D', 'hangye1': '消费升级', 'yewu': '信息咨询服务商', 'province': '北京市', 'lunci': 'A轮', 'jieduan': 'A轮', 'money': '未披露', 'time': '2022.05.20', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=2eb99f68e2d152a3b5963ca1258d2408&id=d31e1b091882f2173eb18d73a4d1b15e', 'investor_info': [{'investor': '奇绩创坛', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=ae61f4aa346154bbbccba0f31b1b142c&id=984c838baab05e26e259394ff10d9693', 'invest_type_name': '独投', 'invest_type': '4'}], 'heat_num': '186'}, {'product': '空天动力', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/202006/product5ee1ba6b4fefc097871907.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=%2F%2FUiekWPVvJd9QN%2B%2FFlkPY7wiUg%3D', 'hangye1': '科研及技术服务', 'yewu': '航空航天产品研发商', 'province': '陕西省', 'lunci': 'Pre-A轮', 'jieduan': 'Pre-A轮', 'money': '未披露', 'time': '2022.05.11', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=de3af79fb8255c529968b37545956cac&id=6e50f696fb476290702f259693e2af4c', 'investor_info': [{'investor': '陕财投', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=e35dc6d364e05ad5bd1918e13baea9fe&id=aaaf49773312edefb0c2af2e71e1a8c9', 'invest_type_name': '独投', 'invest_type': '4'}], 'heat_num': '168'}, {'product': '心识宇宙', 'icon': 'https://img1.qimingpian.cn/uploadImg/202206/62a292ea8645f.png', 'hangye1': '人工智能', 'yewu': '数字心识智能系统研发商', 'province': '浙江省', 'lunci': '天使轮', 'jieduan': '天使轮', 'money': '数千万人民币', 'time': '2022.06.08', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=5d19f47691665b69afc7c701e86a50e8&id=7ba7b7584fe2133c80759be0fbb77a38', 'investor_info': [{'investor': '红杉中国种子基金', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=a44e48ec51235de2849454cff29d9732&id=7b118395b3dc904cb003aecd895be1e1', 'invest_type_name': '领投', 'invest_type': '1'}, {'investor': '线性资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=fb188679c548599dabac9835d9a91745&id=482714e79aae79cc7f2adf18a9ba8def', 'invest_type_name': '', 'invest_type': '0'}, {'investor': '险峰K2VC', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=a0acfa622c1d5a92bacf3398ee459f95&id=e20062e9c4df79c474a7bd84341e84a0', 'invest_type_name': '', 'invest_type': '0'}], 'heat_num': '162'}, {'product': 'Clarks', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/202011/product5fa3b37d7530c300068010.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=EMAdA0XqzOiFv%2BxV5dWzvxi7jPM%3D', 'hangye1': '批发零售', 'yewu': '非运动鞋品牌商', 'province': '上海市', 'lunci': '并购', 'jieduan': '并购', 'money': '未披露', 'time': '2022.06.11', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=828ae0f0ad1450e086fc03f903fd8bba&id=8b0b5b687f15fe8c77b933ea32a8ced1', 'investor_info': [{'investor': '李宁', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=50c3f31e7fa151819cc50040aced3043&id=84f6c510f89b2356e162a12f7e171c6e', 'invest_type_name': '独投', 'invest_type': '4'}], 'heat_num': '162'}, {'product': '智橙动力', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/202111/product619c8a6a72feb822810836.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=381f1ctElzxyTVyeuwOtzLw5BfQ%3D', 'hangye1': '人工智能', 'yewu': '智能电器研发商', 'province': '北京市', 'lunci': '天使轮', 'jieduan': '天使轮', 'money': '未披露', 'time': '2021.09.27', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=9d11f4f2e4e25d29a10c33c1f96741cf&id=6da2a7405ceddccd95212eb2eaf6e2c4', 'investor_info': [{'investor': '险峰K2VC', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=a0acfa622c1d5a92bacf3398ee459f95&id=e20062e9c4df79c474a7bd84341e84a0', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '青橙资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=252c62d24fc15caf9a635dd297ac04f1&id=395f8ed088ab0f77f4605120b54e1f47', 'invest_type_name': '合投', 'invest_type': '3'}], 'heat_num': '156'}, {'product': '苏州纳维', 'icon': 'https://img1.qimingpian.cn/uploadImg/202101/5ff271beecd77.png', 'hangye1': '生产制造', 'yewu': '氮化镓衬底晶片研发商', 'province': '江苏省', 'lunci': 'D轮', 'jieduan': 'D轮', 'money': '未披露', 'time': '2022.06.07', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=ee04fa3fe4ec59a79ab8afc86665d96a&id=505f0f59d6aa8d2383448dce4fe5bd7e', 'investor_info': [{'investor': '国科兴和', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=a4c2f3ccb01c5e0bb0d4e6cfde66c28e&id=a071bec47f7eb0ed3502527833bae455', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '侃鼎创投', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=8f62d7949d1e5904890378f7752c02ae&id=989fddfa4fe2cfdcaffa3cdaf1c9e46c', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '中新产投', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=4ba6348562c75801a4133779033aff58&id=0615f30777ebeb3baaba8efbb80c3191', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '金石投资', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=4e54aedd9bbe5e2e890677acdeaf1c1a&id=2fd2426d9c96d2dd603bc455f0650f1a', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '赛富投资基金', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=b5f0b1db7ecc5add80d514761879c553&id=d7a566d5d0d26ff13a0a8591bccec5f3', 'invest_type_name': '合投', 'invest_type': '3'}, {'investor': '七匹狼创投', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=919f1a1be4fa59fa920b4575429e4cb2&id=06626a7d4d4e075a3b48187ac3b803be', 'invest_type_name': '合投', 'invest_type': '3'}], 'heat_num': '156'}, {'product': '脉冲视觉', 'icon': 'https://qmp.oss-cn-beijing.aliyuncs.com/uploadImg/202201/product61ee78ac80c31234546928.png?x-oss-process=style%2Fsmall&OSSAccessKeyId=LTAI2SRf7Sf1P5bU&Expires=1657633086&Signature=ug1Xo93%2BoTuAmiXgu1qHNp6CpW4%3D', 'hangye1': '大数据', 'yewu': '脉冲视觉智能技术研发商', 'province': '北京市', 'lunci': '天使轮', 'jieduan': '天使轮', 'money': '未披露', 'time': '2021.10.20', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=91c55c533e2a5d99951a4d8fede542c7&id=f11cc00c553ed83f44c0df8e1eeba60b', 'investor_info': [{'investor': '北京大学科技成果转化基金', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=21a3829ef17b5798b6918ae62afcc0e6&id=ed848a3a6688a76c615aba8bc354174e', 'invest_type_name': '独投', 'invest_type': '4'}], 'heat_num': '144'}, {'product': '黄天鹅', 'icon': 'https://img1.qimingpian.cn/uploadImg/202201/61f0acfe9d497.png', 'hangye1': '农业', 'yewu': '可生食鸡蛋品牌', 'province': '四川省', 'lunci': 'C+轮', 'jieduan': 'C+轮', 'money': '6亿人民币', 'time': '2022.01.26', 'detail': 'http://vip.qimingpian.cn/#/detailcom?src=magic&ticket=e483848a4427596f85c49f633c859381&id=ce756ffcecec8faba351b693c20d2c87', 'investor_info': [{'investor': '峰尚资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=78876e07d14954c6a89c3d42dccae033&id=715c632a38ba993f46b980255bc2c5c2', 'invest_type_name': '领投', 'invest_type': '1'}, {'investor': '华映资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=3a4913a7b2995e31822b27a63fd2a01f&id=b0f13822d89690fc558c590daae99d3d', 'invest_type_name': '跟投', 'invest_type': '2'}, {'investor': '盈港资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=5ffe110e11865830b539539c9ab8cead&id=4f7a71b1bbaf75a017c6446a3f3a6fc7', 'invest_type_name': '跟投', 'invest_type': '2'}, {'investor': '建发新兴投资', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=cae468a7758c5ad2a71172fd9515f630&id=aaeda7ca66dc5e1bc09987c96c53cae6', 'invest_type_name': '跟投', 'invest_type': '2'}, {'investor': '益源资本', 'detail': 'http://vip.qimingpian.cn/#/detailorg?src=magic&ticket=bbb1d6b7dbb0584cbd71492403756b90&id=b5aef02a8bd0866de7dec351c19feeb0', 'invest_type_name': '跟投', 'invest_type': '2'}], 'heat_num': '144'}], 'count': '507237', 'type': '1'}

移除所有断点，获取接口中的 data，将获取的 data 放入代码中即可，然后解析运行代码后返回的明文数据即可，这里不做细述。

欧科云链

简介

欧科云链集团是全球领先的区块链产业集团，亦是中国本土成立时间最早的区块链企业之一，是区块链行业的领军企业。2013 年成立以来，一直致力于区块链技术的研发与商用，现已发展成为全球化的大型区块链技术与服务提供商，总部设在中国北京，在美国、欧洲、韩国、日本等 10 余个国家和地区设有分公司或办公室。
JS 逆向类型：请求头参数加密
目标：获取 BTC 浏览器 > 交易的数据

解析

通过对 Fetch/XHR 大小排序，然后选择最大的，可以快速的找出数据接口
查看接口的 请求标头，发现有一个加密的参数 x-apiKey
通过关键字 (x-apiKey) 搜索，发现有四个结果，无法确定所需的是哪一个；然后通过路径关键字 (transactionsNoRestrict) 搜索，发现以 js 为后缀的文件只有一个，那么这个文件便是所需要的
通过该文件进入对应的源代码界面，通过点击 {} 格式化源代码，然后点击快捷键 Ctrl + F 并输入加密参数 x-apiKey 进行搜索
搜索后发现主体函数 getApiKey，然后在主体函数这里打上断点，打过断点之后按 F5 刷新浏览器

点击 单步调试 - F9 开始调试，直到出现主体函数

{
key: "getApiKey",
value: function() {
    var t = (new Date).getTime()
      , e = this.encryptApiKey();
    return t = this.encryptTime(t),
    this.comb(e, t)
}

观察主体函数，发现主体函数是一个字典格式的方法，这时候需要对该方法进行改写

将主体函数复制到一个 js 文件中，然后按照视频中的步骤进行 js 改写，使其变成一个普通的方法

function getApiKey() {
    var t = (new Date).getTime()
        , e = encryptApiKey();
    return t = encryptTime(t),
        comb(e, t)
}

观察改写过后的主体函数，发现主体函数调用了三个外置的其它方法，复制调用的第一个外置方法的名称 encryptApiKey 进行搜索，发现这三个外置方法是在一块的

将这个三个外置方法复制到刚才的 js 文件中，使用相同的方法进行改写，改写过后运行 js 文件，发现缺少一个变量 (API_KEY) 的值，复制该变量的名称，然后在源代码中搜索，发现该变量是一个固定的字符串，复制该字符串的值并替换 js 文件中的值，然后重新运行，这时候可以发现得到了运行结果

function getApiKey() {
    var t = (new Date).getTime()
        , e = encryptApiKey();
    return t = encryptTime(t),
        comb(e, t)
}

function encryptApiKey() {
    var t = 'a2c903cc-b31e-4547-9299-b6d07b7631ab'
        , e = t.split("")
        , r = e.splice(0, 8);
    return e.concat(r).join("")
}

function encryptTime(t) {
    var e = (1 * t + 1111111111111).toString().split("")
        , r = parseInt(10 * Math.random(), 10)
        , n = parseInt(10 * Math.random(), 10)
        , o = parseInt(10 * Math.random(), 10);
    return e.concat([r, n, o]).join("")
}

function comb(t, e) {
    var r = "".concat(t, "|").concat(e);
    // return window.btoa(r)
    return r
}

console.log(getApiKey())

1	-b31e-4547-9299-b6d07b7631aba2c903cc\|2766163831315444

通过观察发现得到的结果和网站中的加密参数不太一样，百度源代码中 window.btoa 得知需要对结果进行 base64 编码，然后使用 Python 编写脚本，重写运行即可获取数据

import execjs
import base64
import requests

with open('test.js', 'r', encoding='utf-8') as f:
    jscode = f.read()

ctx = execjs.compile(jscode).call('getApiKey')
x_apiKey = base64.b64encode(ctx.encode()).decode()

headers = {
    "Referer": "https://www.oklink.com/zh-cn/btc/tx-list?limit=20&pageNum=1",
    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/102.0.5005.115 Safari/537.36",
    "x-apiKey": x_apiKey,
}

url = "https://www.oklink.com/api/explorer/v1/btc/transactionsNoRestrict"
params = {
    "t": "1655053389233",
    "limit": "20",
    "offset": "0"
}
response = requests.get(url, headers=headers, params=params)

print(response.text)

{"code":0,"msg":"","detailMsg":"","data":{"total":740888293,"hits":[{"hash":"ce484e2ebaae9cedaefcfdd19403346bf412bc8afcea7c16241b7f598edae177","blocktime":1655052720,"legalRate":27976.0,"index":2188,"blockHash":"000000000000000000018506baa5386d131241753a0bb0d881579c720aedf471","blockHeight":740507,"totalIndex":740888273,"hour":0,"coinbase":false,"size":195,"version":1,"doubleSpend":false,"fee":952,"feePerKbyte":4882,"inputsCount":1,"outputsCount":1,"inputsValue":0.00356728,"outputsValue":0.00355776,"realTransferValue":0.00356728,"inputsValueSat":356728,"outputsValueSat":355776,"realTransferValueSat":356728,"inputs":[{"prevBlockHash":"00000000000000000000fef979516f7f0b8d661a8881db3a10abcb096a1d13c7","prevAddresses":["bc1q5q4y7nk7yegaygmlyze0xelvl4ptzk243mr9w0"],"scriptType":"P2WPKH_V0","preAddressesTags":[{"address":"bc1q5q4y7nk7yegaygmlyze0xelvl4ptzk243mr9w0","tagLogos":[],"flag":0}],"vinIndex":0,"prevBlockHeight":740502,"prevTxhash":"8f26fb46ba7221155c839bd74ae6e0288da0acfabc8fcc4c42ab58aaec01db16","prevVoutIndex":1,"prevValueSat":356728,"prevValue":0.00356728,"prevBlocktime":1655048130,"prevScriptType":"P2WPKH_V0","scriptHex":"","scriptData":"","sequence":4294967295,"lifespan":4590,"coindaysDestroyed":18951,"witness":["3045022100dd8d7c981ae20b98bfd1c5ec14798b61a4db06aeb235b9a7c9ef10ff302a42390220467beb9b0c0bbb3964f5f2b4ad6f6a33e87555728eb4bb616186ae7c93b2907601","03961e9e6dc29a4af6c1b78038db3faf1e926324381972bed3178ef87937e28614"]}],"outputs":[{"addresses":["1KS1NKWbcvcZB85eUpj9HhLpCxRRYespQ6"],"scriptType":"P2PKH","addressesTags":[{"address":"1KS1NKWbcvcZB85eUpj9HhLpCxRRYespQ6","tagLogos":[],"flag":0}],"voutIndex":0,"valueSat":355776,"value":0.00355776,"fromCoinbase":false,"spent":false,"spentBlockHeight":-1,"spentBlockHash":"","spentTxhash":"","spentVinIndex":-1,"spentBlocktime":-1,"scriptAsm":"OP_DUP OP_HASH160 ca2cf850ff13335cf449ef607345a66b3d8751cf OP_EQUALVERIFY 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运行结果如上，对其进行解析便可以得到具体数据，这里不做详述。

思考