[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"similar-apify--crawlee":3,"tool-apify--crawlee":62},[4,18,26,36,46,54],{"id":5,"name":6,"github_repo":7,"description_zh":8,"stars":9,"difficulty_score":10,"last_commit_at":11,"category_tags":12,"status":17},4358,"openclaw","openclaw\u002Fopenclaw","OpenClaw 是一款专为个人打造的本地化 AI 助手，旨在让你在自己的设备上拥有完全可控的智能伙伴。它打破了传统 AI 助手局限于特定网页或应用的束缚，能够直接接入你日常使用的各类通讯渠道，包括微信、WhatsApp、Telegram、Discord、iMessage 等数十种平台。无论你在哪个聊天软件中发送消息，OpenClaw 都能即时响应，甚至支持在 macOS、iOS 和 Android 设备上进行语音交互，并提供实时的画布渲染功能供你操控。\n\n这款工具主要解决了用户对数据隐私、响应速度以及“始终在线”体验的需求。通过将 AI 部署在本地，用户无需依赖云端服务即可享受快速、私密的智能辅助，真正实现了“你的数据，你做主”。其独特的技术亮点在于强大的网关架构，将控制平面与核心助手分离，确保跨平台通信的流畅性与扩展性。\n\nOpenClaw 非常适合希望构建个性化工作流的技术爱好者、开发者，以及注重隐私保护且不愿被单一生态绑定的普通用户。只要具备基础的终端操作能力（支持 macOS、Linux 及 Windows WSL2），即可通过简单的命令行引导完成部署。如果你渴望拥有一个懂你",349277,3,"2026-04-06T06:32:30",[13,14,15,16],"Agent","开发框架","图像","数据工具","ready",{"id":19,"name":20,"github_repo":21,"description_zh":22,"stars":23,"difficulty_score":10,"last_commit_at":24,"category_tags":25,"status":17},3808,"stable-diffusion-webui","AUTOMATIC1111\u002Fstable-diffusion-webui","stable-diffusion-webui 是一个基于 Gradio 构建的网页版操作界面，旨在让用户能够轻松地在本地运行和使用强大的 Stable Diffusion 图像生成模型。它解决了原始模型依赖命令行、操作门槛高且功能分散的痛点，将复杂的 AI 绘图流程整合进一个直观易用的图形化平台。\n\n无论是希望快速上手的普通创作者、需要精细控制画面细节的设计师，还是想要深入探索模型潜力的开发者与研究人员，都能从中获益。其核心亮点在于极高的功能丰富度：不仅支持文生图、图生图、局部重绘（Inpainting）和外绘（Outpainting）等基础模式，还独创了注意力机制调整、提示词矩阵、负向提示词以及“高清修复”等高级功能。此外，它内置了 GFPGAN 和 CodeFormer 等人脸修复工具，支持多种神经网络放大算法，并允许用户通过插件系统无限扩展能力。即使是显存有限的设备，stable-diffusion-webui 也提供了相应的优化选项，让高质量的 AI 艺术创作变得触手可及。",162132,"2026-04-05T11:01:52",[14,15,13],{"id":27,"name":28,"github_repo":29,"description_zh":30,"stars":31,"difficulty_score":32,"last_commit_at":33,"category_tags":34,"status":17},1381,"everything-claude-code","affaan-m\u002Feverything-claude-code","everything-claude-code 是一套专为 AI 编程助手（如 Claude Code、Codex、Cursor 等）打造的高性能优化系统。它不仅仅是一组配置文件，而是一个经过长期实战打磨的完整框架，旨在解决 AI 代理在实际开发中面临的效率低下、记忆丢失、安全隐患及缺乏持续学习能力等核心痛点。\n\n通过引入技能模块化、直觉增强、记忆持久化机制以及内置的安全扫描功能，everything-claude-code 能显著提升 AI 在复杂任务中的表现，帮助开发者构建更稳定、更智能的生产级 AI 代理。其独特的“研究优先”开发理念和针对 Token 消耗的优化策略，使得模型响应更快、成本更低，同时有效防御潜在的攻击向量。\n\n这套工具特别适合软件开发者、AI 研究人员以及希望深度定制 AI 工作流的技术团队使用。无论您是在构建大型代码库，还是需要 AI 协助进行安全审计与自动化测试，everything-claude-code 都能提供强大的底层支持。作为一个曾荣获 Anthropic 黑客大奖的开源项目，它融合了多语言支持与丰富的实战钩子（hooks），让 AI 真正成长为懂上",160015,2,"2026-04-18T11:30:52",[14,13,35],"语言模型",{"id":37,"name":38,"github_repo":39,"description_zh":40,"stars":41,"difficulty_score":42,"last_commit_at":43,"category_tags":44,"status":17},8272,"opencode","anomalyco\u002Fopencode","OpenCode 是一款开源的 AI 编程助手（Coding Agent），旨在像一位智能搭档一样融入您的开发流程。它不仅仅是一个代码补全插件，而是一个能够理解项目上下文、自主规划任务并执行复杂编码操作的智能体。无论是生成全新功能、重构现有代码，还是排查难以定位的 Bug，OpenCode 都能通过自然语言交互高效完成，显著减少开发者在重复性劳动和上下文切换上的时间消耗。\n\n这款工具专为软件开发者、工程师及技术研究人员设计，特别适合希望利用大模型能力来提升编码效率、加速原型开发或处理遗留代码维护的专业人群。其核心亮点在于完全开源的架构，这意味着用户可以审查代码逻辑、自定义行为策略，甚至私有化部署以保障数据安全，彻底打破了传统闭源 AI 助手的“黑盒”限制。\n\n在技术体验上，OpenCode 提供了灵活的终端界面（Terminal UI）和正在测试中的桌面应用程序，支持 macOS、Windows 及 Linux 全平台。它兼容多种包管理工具，安装便捷，并能无缝集成到现有的开发环境中。无论您是追求极致控制权的资深极客，还是渴望提升产出的独立开发者，OpenCode 都提供了一个透明、可信",144296,1,"2026-04-16T14:50:03",[13,45],"插件",{"id":47,"name":48,"github_repo":49,"description_zh":50,"stars":51,"difficulty_score":32,"last_commit_at":52,"category_tags":53,"status":17},2271,"ComfyUI","Comfy-Org\u002FComfyUI","ComfyUI 是一款功能强大且高度模块化的视觉 AI 引擎，专为设计和执行复杂的 Stable Diffusion 图像生成流程而打造。它摒弃了传统的代码编写模式，采用直观的节点式流程图界面，让用户通过连接不同的功能模块即可构建个性化的生成管线。\n\n这一设计巧妙解决了高级 AI 绘图工作流配置复杂、灵活性不足的痛点。用户无需具备编程背景，也能自由组合模型、调整参数并实时预览效果，轻松实现从基础文生图到多步骤高清修复等各类复杂任务。ComfyUI 拥有极佳的兼容性，不仅支持 Windows、macOS 和 Linux 全平台，还广泛适配 NVIDIA、AMD、Intel 及苹果 Silicon 等多种硬件架构，并率先支持 SDXL、Flux、SD3 等前沿模型。\n\n无论是希望深入探索算法潜力的研究人员和开发者，还是追求极致创作自由度的设计师与资深 AI 绘画爱好者，ComfyUI 都能提供强大的支持。其独特的模块化架构允许社区不断扩展新功能，使其成为当前最灵活、生态最丰富的开源扩散模型工具之一，帮助用户将创意高效转化为现实。",109154,"2026-04-18T11:18:24",[14,15,13],{"id":55,"name":56,"github_repo":57,"description_zh":58,"stars":59,"difficulty_score":32,"last_commit_at":60,"category_tags":61,"status":17},6121,"gemini-cli","google-gemini\u002Fgemini-cli","gemini-cli 是一款由谷歌推出的开源 AI 命令行工具，它将强大的 Gemini 大模型能力直接集成到用户的终端环境中。对于习惯在命令行工作的开发者而言，它提供了一条从输入提示词到获取模型响应的最短路径，无需切换窗口即可享受智能辅助。\n\n这款工具主要解决了开发过程中频繁上下文切换的痛点，让用户能在熟悉的终端界面内直接完成代码理解、生成、调试以及自动化运维任务。无论是查询大型代码库、根据草图生成应用，还是执行复杂的 Git 操作，gemini-cli 都能通过自然语言指令高效处理。\n\n它特别适合广大软件工程师、DevOps 人员及技术研究人员使用。其核心亮点包括支持高达 100 万 token 的超长上下文窗口，具备出色的逻辑推理能力；内置 Google 搜索、文件操作及 Shell 命令执行等实用工具；更独特的是，它支持 MCP（模型上下文协议），允许用户灵活扩展自定义集成，连接如图像生成等外部能力。此外，个人谷歌账号即可享受免费的额度支持，且项目基于 Apache 2.0 协议完全开源，是提升终端工作效率的理想助手。",100752,"2026-04-10T01:20:03",[45,13,15,14],{"id":63,"github_repo":64,"name":65,"description_en":66,"description_zh":67,"ai_summary_zh":68,"readme_en":69,"readme_zh":70,"quickstart_zh":71,"use_case_zh":72,"hero_image_url":73,"owner_login":74,"owner_name":75,"owner_avatar_url":76,"owner_bio":77,"owner_company":78,"owner_location":78,"owner_email":79,"owner_twitter":74,"owner_website":80,"owner_url":81,"languages":82,"stars":110,"forks":111,"last_commit_at":112,"license":113,"difficulty_score":32,"env_os":114,"env_gpu":114,"env_ram":114,"env_deps":115,"category_tags":121,"github_topics":122,"view_count":32,"oss_zip_url":78,"oss_zip_packed_at":78,"status":17,"created_at":139,"updated_at":140,"faqs":141,"releases":171},9275,"apify\u002Fcrawlee","crawlee","Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.","Crawlee 是一款专为 Node.js 设计的网页抓取与浏览器自动化库，旨在帮助开发者快速构建稳定可靠的网络爬虫。它主要解决了在数据采集过程中遇到的反爬虫机制拦截、数据提取不稳定以及工程化落地难等痛点。通过默认的智能配置，Crawlee 能让爬虫行为模拟真实人类操作，轻松绕过现代网站的机器人防护系统，确保数据采集的连续性与成功率。\n\n这款工具非常适合需要为人工智能、大语言模型（LLM）、检索增强生成（RAG）系统收集训练数据的开发者、数据工程师及研究人员使用。无论是提取结构化文本，还是批量下载 HTML、PDF 及图片等资源，Crawlee 都能高效胜任。\n\n其技术亮点在于极高的灵活性与兼容性：既支持 Puppeteer、Playwright 等无头浏览器进行动态渲染页面的抓取，也兼容 Cheerio、JSDOM 乃至原生 HTTP 请求以适应轻量级任务。Crawlee 还内置了代理轮换、自动重试机制以及将数据便捷存储至本地或云端的能力，并提供完整的 TypeScript 支持。无论你是想通过命令行快速启动示例项目，还是希望将其集成到现有架构中，Crawlee 都能提供端到端的解决","Crawlee 是一款专为 Node.js 设计的网页抓取与浏览器自动化库，旨在帮助开发者快速构建稳定可靠的网络爬虫。它主要解决了在数据采集过程中遇到的反爬虫机制拦截、数据提取不稳定以及工程化落地难等痛点。通过默认的智能配置，Crawlee 能让爬虫行为模拟真实人类操作，轻松绕过现代网站的机器人防护系统，确保数据采集的连续性与成功率。\n\n这款工具非常适合需要为人工智能、大语言模型（LLM）、检索增强生成（RAG）系统收集训练数据的开发者、数据工程师及研究人员使用。无论是提取结构化文本，还是批量下载 HTML、PDF 及图片等资源，Crawlee 都能高效胜任。\n\n其技术亮点在于极高的灵活性与兼容性：既支持 Puppeteer、Playwright 等无头浏览器进行动态渲染页面的抓取，也兼容 Cheerio、JSDOM 乃至原生 HTTP 请求以适应轻量级任务。Crawlee 还内置了代理轮换、自动重试机制以及将数据便捷存储至本地或云端的能力，并提供完整的 TypeScript 支持。无论你是想通过命令行快速启动示例项目，还是希望将其集成到现有架构中，Crawlee 都能提供端到端的解决方案，让网页数据采集变得简单而高效。","\u003Ch1 align=\"center\">\n    \u003Ca href=\"https:\u002F\u002Fcrawlee.dev\">\n        \u003Cpicture>\n          \u003Csource media=\"(prefers-color-scheme: dark)\" srcset=\"https:\u002F\u002Fraw.githubusercontent.com\u002Fapify\u002Fcrawlee\u002Fmaster\u002Fwebsite\u002Fstatic\u002Fimg\u002Fcrawlee-dark.svg?sanitize=true\">\n          \u003Cimg alt=\"Crawlee\" src=\"https:\u002F\u002Fraw.githubusercontent.com\u002Fapify\u002Fcrawlee\u002Fmaster\u002Fwebsite\u002Fstatic\u002Fimg\u002Fcrawlee-light.svg?sanitize=true\" width=\"500\">\n        \u003C\u002Fpicture>\n    \u003C\u002Fa>\n    \u003Cbr>\n    \u003Csmall>A web scraping and browser automation library\u003C\u002Fsmall>\n\u003C\u002Fh1>\n\n\u003Cp align=center>\n    \u003Ca href=\"https:\u002F\u002Ftrendshift.io\u002Frepositories\u002F5179\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fapify_crawlee_readme_4cc089988f35.png\" alt=\"apify%2Fcrawlee | Trendshift\" style=\"width: 250px; height: 55px;\" width=\"250\" height=\"55\"\u002F>\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=center>\n    \u003Ca href=\"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@crawlee\u002Fcore\" rel=\"nofollow\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fv\u002F@crawlee\u002Fcore.svg\" alt=\"NPM latest version\" data-canonical-src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fv\u002F@crawlee\u002Fcore\u002Fnext.svg\" style=\"max-width: 100%;\">\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@crawlee\u002Fcore\" rel=\"nofollow\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fdm\u002F@crawlee\u002Fcore.svg\" alt=\"Downloads\" data-canonical-src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fdm\u002F@crawlee\u002Fcore.svg\" style=\"max-width: 100%;\">\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002FjyEM2PRvMU\" rel=\"nofollow\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fdiscord\u002F801163717915574323?label=discord\" alt=\"Chat on discord\" data-canonical-src=\"https:\u002F\u002Fimg.shields.io\u002Fdiscord\u002F801163717915574323?label=discord\" style=\"max-width: 100%;\">\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Factions\u002Fworkflows\u002Ftest-ci.yml\">\u003Cimg src=\"https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Factions\u002Fworkflows\u002Ftest-ci.yml\u002Fbadge.svg?branch=master\" alt=\"Build Status\" style=\"max-width: 100%;\">\u003C\u002Fa>\n\u003C\u002Fp>\n\nCrawlee covers your crawling and scraping end-to-end and **helps you build reliable scrapers. Fast.**\n\nYour crawlers will appear human-like and fly under the radar of modern bot protections even with the default configuration. Crawlee gives you the tools to crawl the web for links, scrape data, and store it to disk or cloud while staying configurable to suit your project's needs.\n\nCrawlee is available as the [`crawlee`](https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002Fcrawlee) NPM package.\n\n> 👉 **View full documentation, guides and examples on the [Crawlee project website](https:\u002F\u002Fcrawlee.dev)** 👈\n\n> Do you prefer 🐍 Python instead of JavaScript? [👉 Checkout Crawlee for Python 👈](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee-python).\n\n## Installation\n\nWe recommend visiting the [Introduction tutorial](https:\u002F\u002Fcrawlee.dev\u002Fjs\u002Fdocs\u002Fintroduction) in Crawlee documentation for more information.\n\n> Crawlee requires **Node.js 16 or higher**.\n\n### With Crawlee CLI\n\nThe fastest way to try Crawlee out is to use the **Crawlee CLI** and choose the **Getting started example**. The CLI will install all the necessary dependencies and add boilerplate code for you to play with.\n\n```bash\nnpx crawlee create my-crawler\n```\n\n```bash\ncd my-crawler\nnpm start\n```\n\n### Manual installation\nIf you prefer adding Crawlee **into your own project**, try the example below. Because it uses `PlaywrightCrawler` we also need to install [Playwright](https:\u002F\u002Fplaywright.dev). It's not bundled with Crawlee to reduce install size.\n\n```bash\nnpm install crawlee playwright\n```\n\n```js\nimport { PlaywrightCrawler, Dataset } from 'crawlee';\n\n\u002F\u002F PlaywrightCrawler crawls the web using a headless\n\u002F\u002F browser controlled by the Playwright library.\nconst crawler = new PlaywrightCrawler({\n    \u002F\u002F Use the requestHandler to process each of the crawled pages.\n    async requestHandler({ request, page, enqueueLinks, log }) {\n        const title = await page.title();\n        log.info(`Title of ${request.loadedUrl} is '${title}'`);\n\n        \u002F\u002F Save results as JSON to .\u002Fstorage\u002Fdatasets\u002Fdefault\n        await Dataset.pushData({ title, url: request.loadedUrl });\n\n        \u002F\u002F Extract links from the current page\n        \u002F\u002F and add them to the crawling queue.\n        await enqueueLinks();\n    },\n    \u002F\u002F Uncomment this option to see the browser window.\n    \u002F\u002F headless: false,\n});\n\n\u002F\u002F Add first URL to the queue and start the crawl.\nawait crawler.run(['https:\u002F\u002Fcrawlee.dev']);\n```\n\nBy default, Crawlee stores data to `.\u002Fstorage` in the current working directory. You can override this directory via Crawlee configuration. For details, see [Configuration guide](https:\u002F\u002Fcrawlee.dev\u002Fjs\u002Fdocs\u002Fguides\u002Fconfiguration), [Request storage](https:\u002F\u002Fcrawlee.dev\u002Fjs\u002Fdocs\u002Fguides\u002Frequest-storage) and [Result storage](https:\u002F\u002Fcrawlee.dev\u002Fjs\u002Fdocs\u002Fguides\u002Fresult-storage).\n\n### Installing pre-release versions\n\nWe provide automated beta builds for every merged code change in Crawlee. You can find them in the npm [list of releases](https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002Fcrawlee?activeTab=versions). If you want to test new features or bug fixes before we release them, feel free to install a beta build like this:\n\n```bash\nnpm install crawlee@next\n```\n\nIf you also use the [Apify SDK](https:\u002F\u002Fgithub.com\u002Fapify\u002Fapify-sdk-js), you need to specify dependency overrides in your `package.json` file so that you don't end up with multiple versions of Crawlee installed:\n\n```json\n{\n    \"overrides\": {\n       \"apify\": {\n           \"@crawlee\u002Fcore\": \"$crawlee\",\n           \"@crawlee\u002Ftypes\": \"$crawlee\",\n           \"@crawlee\u002Futils\": \"$crawlee\"\n       }\n    }\n}\n```\n\n## 🛠 Features\n\n- Single interface for **HTTP and headless browser** crawling\n- Persistent **queue** for URLs to crawl (breadth & depth first)\n- Pluggable **storage** of both tabular data and files\n- Automatic **scaling** with available system resources\n- Integrated **proxy rotation** and session management\n- Lifecycles customizable with **hooks**\n- **CLI** to bootstrap your projects\n- Configurable **routing**, **error handling** and **retries**\n- **Dockerfiles** ready to deploy\n- Written in **TypeScript** with generics\n\n### 👾 HTTP crawling\n\n- Zero config **HTTP2 support**, even for proxies\n- Automatic generation of **browser-like headers**\n- Replication of browser **TLS fingerprints**\n- Integrated fast **HTML parsers**. Cheerio and JSDOM\n- Yes, you can scrape **JSON APIs** as well\n\n### 💻 Real browser crawling\n\n- JavaScript **rendering** and **screenshots**\n- **Headless** and **headful** support\n- Zero-config generation of **human-like fingerprints**\n- Automatic **browser management**\n- Use **Playwright** and **Puppeteer** with the same interface\n- **Chrome**, **Firefox**, **Webkit** and many others\n\n## Usage on the Apify platform\n\nCrawlee is open-source and runs anywhere, but since it's developed by [Apify](https:\u002F\u002Fapify.com), it's easy to set up on the Apify platform and run in the cloud. Visit the [Apify SDK website](https:\u002F\u002Fsdk.apify.com) to learn more about deploying Crawlee to the Apify platform.\n\n## Support\n\nIf you find any bug or issue with Crawlee, please [submit an issue on GitHub](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues). For questions, you can ask on [Stack Overflow](https:\u002F\u002Fstackoverflow.com\u002Fquestions\u002Ftagged\u002Fapify), in GitHub Discussions or you can join our [Discord server](https:\u002F\u002Fdiscord.com\u002Finvite\u002FjyEM2PRvMU).\n\n## Contributing\n\nYour code contributions are welcome, and you'll be praised to eternity! If you have any ideas for improvements, either submit an issue or create a pull request. For contribution guidelines and the code of conduct, see [CONTRIBUTING.md](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fblob\u002Fmaster\u002FCONTRIBUTING.md).\n\n## License\n\nThis project is licensed under the Apache License 2.0 - see the [LICENSE.md](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fblob\u002Fmaster\u002FLICENSE.md) file for details.\n","\u003Ch1 align=\"center\">\n    \u003Ca href=\"https:\u002F\u002Fcrawlee.dev\">\n        \u003Cpicture>\n          \u003Csource media=\"(prefers-color-scheme: dark)\" srcset=\"https:\u002F\u002Fraw.githubusercontent.com\u002Fapify\u002Fcrawlee\u002Fmaster\u002Fwebsite\u002Fstatic\u002Fimg\u002Fcrawlee-dark.svg?sanitize=true\">\n          \u003Cimg alt=\"Crawlee\" src=\"https:\u002F\u002Fraw.githubusercontent.com\u002Fapify\u002Fcrawlee\u002Fmaster\u002Fwebsite\u002Fstatic\u002Fimg\u002Fcrawlee-light.svg?sanitize=true\" width=\"500\">\n        \u003C\u002Fpicture>\n    \u003C\u002Fa>\n    \u003Cbr>\n    \u003Csmall>一个用于网络爬取和浏览器自动化的小程序库\u003C\u002Fsmall>\n\u003C\u002Fh1>\n\n\u003Cp align=center>\n    \u003Ca href=\"https:\u002F\u002Ftrendshift.io\u002Frepositories\u002F5179\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fapify_crawlee_readme_4cc089988f35.png\" alt=\"apify%2Fcrawlee | Trendshift\" style=\"width: 250px; height: 55px;\" width=\"250\" height=\"55\"\u002F>\u003C\u002Fa>\n\u003C\u002Fp>\n\n\u003Cp align=center>\n    \u003Ca href=\"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@crawlee\u002Fcore\" rel=\"nofollow\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fv\u002F@crawlee\u002Fcore.svg\" alt=\"NPM 最新版本\" data-canonical-src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fv\u002F@crawlee\u002Fcore\u002Fnext.svg\" style=\"max-width: 100%;\">\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@crawlee\u002Fcore\" rel=\"nofollow\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fdm\u002F@crawlee\u002Fcore.svg\" alt=\"下载量\" data-canonical-src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fdm\u002F@crawlee\u002Fcore.svg\" style=\"max-width: 100%;\">\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002FjyEM2PRvMU\" rel=\"nofollow\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fdiscord\u002F801163717915574323?label=discord\" alt=\"在 Discord 上交流\" data-canonical-src=\"https:\u002F\u002Fimg.shields.io\u002Fdiscord\u002F801163717915574323?label=discord\" style=\"max-width: 100%;\">\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Factions\u002Fworkflows\u002Ftest-ci.yml\">\u003Cimg src=\"https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Factions\u002Fworkflows\u002Ftest-ci.yml\u002Fbadge.svg?branch=master\" alt=\"构建状态\" style=\"max-width: 100%;\">\u003C\u002Fa>\n\u003C\u002Fp>\n\nCrawlee 覆盖了您的爬取和数据抓取全流程，并且**帮助您快速构建可靠的爬虫**。\n\n即使使用默认配置，您的爬虫也会表现得像真人一样，轻松躲过现代反爬机制的检测。Crawlee 提供了丰富的工具，让您能够抓取网页上的链接、提取数据并将其存储到本地或云端，同时保持高度可配置性，以满足不同项目的需求。\n\nCrawlee 可通过 NPM 包 [`crawlee`](https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002Fcrawlee) 获取。\n\n> 👉 **请访问 [Crawlee 官网](https:\u002F\u002Fcrawlee.dev) 查看完整的文档、指南和示例** 👈\n\n> 如果您更喜欢 🐍 Python 而不是 JavaScript？[👉 试试 Crawlee for Python 👈](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee-python)。\n\n## 安装\n\n我们建议您阅读 Crawlee 文档中的[入门教程](https:\u002F\u002Fcrawlee.dev\u002Fjs\u002Fdocs\u002Fintroduction)，以获取更多信息。\n\n> Crawlee 需要 **Node.js 16 或更高版本**。\n\n### 使用 Crawlee CLI\n\n尝试 Crawlee 的最快方式是使用 **Crawlee CLI** 并选择 **入门示例**。CLI 会为您安装所有必要的依赖项，并添加样板代码以便您快速上手。\n\n```bash\nnpx crawlee create my-crawler\n```\n\n```bash\ncd my-crawler\nnpm start\n```\n\n### 手动安装\n如果您希望将 Crawlee **集成到自己的项目中**，可以尝试以下示例。由于这里使用了 `PlaywrightCrawler`，因此还需要安装 [Playwright](https:\u002F\u002Fplaywright.dev)。为了减小安装包体积，Playwright 并未与 Crawlee 一同打包。\n\n```bash\nnpm install crawlee playwright\n```\n\n```js\nimport { PlaywrightCrawler, Dataset } from 'crawlee';\n\n\u002F\u002F PlaywrightCrawler 使用由 Playwright 库控制的无头浏览器来爬取网页。\nconst crawler = new PlaywrightCrawler({\n    \u002F\u002F 使用 requestHandler 处理每个被爬取的页面。\n    async requestHandler({ request, page, enqueueLinks, log }) {\n        const title = await page.title();\n        log.info(`标题为 ${request.loadedUrl} 的页面标题是 '${title}'`);\n\n        \u002F\u002F 将结果以 JSON 格式保存到 .\u002Fstorage\u002Fdatasets\u002Fdefault 目录下。\n        await Dataset.pushData({ title, url: request.loadedUrl });\n\n        \u002F\u002F 从当前页面提取链接，并将其加入待爬队列。\n        await enqueueLinks();\n    },\n    \u002F\u002F 取消注释此选项以显示浏览器窗口。\n    \u002F\u002F headless: false,\n});\n\n\u002F\u002F 将第一个 URL 添加到队列并开始爬取。\nawait crawler.run(['https:\u002F\u002Fcrawlee.dev']);\n```\n\n默认情况下，Crawlee 会将数据存储在当前工作目录下的 `.\u002Fstorage` 文件夹中。您可以通过 Crawlee 的配置来覆盖此路径。有关详细信息，请参阅 [配置指南](https:\u002F\u002Fcrawlee.dev\u002Fjs\u002Fdocs\u002Fguides\u002Fconfiguration)、[请求存储指南](https:\u002F\u002Fcrawlee.dev\u002Fjs\u002Fdocs\u002Fguides\u002Frequest-storage) 和 [结果存储指南](https:\u002F\u002Fcrawlee.dev\u002Fjs\u002Fdocs\u002Fguides\u002Fresult-storage)。\n\n### 安装预发布版本\n\n对于每次合并到主分支的代码更改，我们都会生成自动化的测试版构建。您可以在 npm 的[版本列表](https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002Fcrawlee?activeTab=versions)中找到这些版本。如果您想在正式发布之前测试新功能或修复的 bug，可以这样安装测试版：\n\n```bash\nnpm install crawlee@next\n```\n\n如果您还使用 [Apify SDK](https:\u002F\u002Fgithub.com\u002Fapify\u002Fapify-sdk-js)，则需要在 `package.json` 文件中指定依赖项的覆盖规则，以避免安装多个版本的 Crawlee：\n\n```json\n{\n    \"overrides\": {\n       \"apify\": {\n           \"@crawlee\u002Fcore\": \"$crawlee\",\n           \"@crawlee\u002Ftypes\": \"$crawlee\",\n           \"@crawlee\u002Futils\": \"$crawlee\"\n       }\n    }\n}\n```\n\n## 🛠 功能特性\n\n- 统一的 **HTTP 和无头浏览器** 爬取接口\n- 持久化的待爬 URL **队列**（广度优先和深度优先）\n- 可插拔的 **存储** 系统，支持表格数据和文件\n- 自动根据可用系统资源进行 **扩展**\n- 集成的 **代理轮换** 和会话管理\n- 可通过 **钩子** 自定义生命周期\n- 提供 **CLI** 工具以快速启动项目\n- 可配置的 **路由**、**错误处理** 和 **重试机制**\n- 准备好的 **Dockerfile** 便于部署\n- 使用 **TypeScript** 编写，并支持泛型\n\n### 👾 HTTP 爬取\n\n- 零配置的 **HTTP2 支持**，即使是代理也能兼容\n- 自动生成 **类似浏览器的请求头**\n- 模拟浏览器的 **TLS 指纹**\n- 集成高效的 **HTML 解析器**：Cheerio 和 JSDOM\n- 当然，您也可以抓取 **JSON API** 数据\n\n### 💻 真实浏览器爬取\n\n- 支持 JavaScript **渲染** 和 **截图**\n- 同时支持 **无头模式** 和 **有头模式**\n- 零配置即可生成 **类似人类的指纹信息**\n- 自动化管理浏览器实例\n- 可以使用 **Playwright** 和 **Puppeteer**，且接口一致\n- 支持 **Chrome**、**Firefox**、**WebKit** 等多种浏览器\n\n## 在 Apify 平台上的使用\n\nCrawlee 是开源的，可以在任何地方运行，但由于它是由 [Apify](https:\u002F\u002Fapify.com) 开发的，因此在 Apify 平台上设置和在云端运行都非常方便。访问 [Apify SDK 官网](https:\u002F\u002Fsdk.apify.com) 以了解更多关于如何将 Crawlee 部署到 Apify 平台的信息。\n\n## 支持\n\n如果您在使用 Crawlee 时遇到任何 bug 或问题，请[在 GitHub 上提交 issue](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues)。如有疑问，您可以在 [Stack Overflow](https:\u002F\u002Fstackoverflow.com\u002Fquestions\u002Ftagged\u002Fapify)、GitHub 讨论区提问，或加入我们的 [Discord 服务器](https:\u002F\u002Fdiscord.com\u002Finvite\u002FjyEM2PRvMU)。\n\n## 贡献\n\n我们非常欢迎您的代码贡献，您的贡献将永载史册！如果您有任何改进建议，可以提交 issue 或创建 pull request。有关贡献指南和行为准则，请参阅 [CONTRIBUTING.md](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fblob\u002Fmaster\u002FCONTRIBUTING.md)。\n\n## 许可证\n\n本项目采用 Apache License 2.0 许可证授权——详情请参阅 [LICENSE.md](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fblob\u002Fmaster\u002FLICENSE.md) 文件。","# Crawlee 快速上手指南\n\nCrawlee 是一个用于网页抓取和浏览器自动化的 JavaScript\u002FTypeScript 库，能帮助你快速构建稳定、抗反爬虫的爬虫程序。\n\n## 环境准备\n\n- **Node.js**: 版本 16 或更高（推荐使用 LTS 版本）\n- **包管理器**: npm, yarn 或 pnpm\n- **可选依赖**: 若使用无头浏览器功能（Playwright\u002FPuppeteer），需单独安装对应浏览器驱动\n\n> 💡 **国内加速建议**：建议使用淘宝镜像源加速安装过程。\n> ```bash\n> npm config set registry https:\u002F\u002Fregistry.npmmirror.com\n> ```\n\n## 安装步骤\n\n### 方式一：使用 CLI 快速创建项目（推荐）\n\n这是最快体验 Crawlee 的方式，CLI 会自动安装依赖并生成示例代码。\n\n```bash\nnpx crawlee create my-crawler\n```\n\n进入项目目录并启动：\n\n```bash\ncd my-crawler\nnpm start\n```\n\n### 方式二：手动集成到现有项目\n\n如果你希望将 Crawlee 添加到自己的项目中，请执行以下命令。由于示例使用了 `PlaywrightCrawler`，需要同时安装 `playwright`。\n\n```bash\nnpm install crawlee playwright\n```\n\n## 基本使用\n\n以下是一个最简单的爬虫示例，它访问指定网址，提取页面标题，并将结果保存为 JSON 文件。\n\n```js\nimport { PlaywrightCrawler, Dataset } from 'crawlee';\n\n\u002F\u002F 创建基于 Playwright 的爬虫实例\nconst crawler = new PlaywrightCrawler({\n    \u002F\u002F 定义每个页面的处理逻辑\n    async requestHandler({ request, page, enqueueLinks, log }) {\n        \u002F\u002F 获取页面标题\n        const title = await page.title();\n        log.info(`Title of ${request.loadedUrl} is '${title}'`);\n\n        \u002F\u002F 将数据保存为 JSON (默认存储于 .\u002Fstorage\u002Fdatasets\u002Fdefault)\n        await Dataset.pushData({ title, url: request.loadedUrl });\n\n        \u002F\u002F 自动提取当前页面的所有链接并加入爬取队列\n        await enqueueLinks();\n    },\n    \u002F\u002F 如需观察浏览器运行过程，可取消下面这行的注释\n    \u002F\u002F headless: false,\n});\n\n\u002F\u002F 添加初始 URL 并启动爬取\nawait crawler.run(['https:\u002F\u002Fcrawlee.dev']);\n```\n\n**运行说明**：\n- 将上述代码保存为 `main.js` (确保文件类型为 ES Module，或在 `package.json` 中设置 `\"type\": \"module\"`)。\n- 运行命令：`node main.js`\n- 爬取结果默认保存在当前目录下的 `.\u002Fstorage` 文件夹中。","一家电商数据团队需要每日监控竞品网站的价格变动与库存状态，以支撑动态定价策略。\n\n### 没有 crawlee 时\n- 自行编写的脚本极易被目标网站的反爬虫机制识别并封禁 IP，导致数据采集频繁中断。\n- 面对大量动态渲染的页面（如懒加载图片、AJAX 请求），传统 HTTP 请求无法获取完整数据，需耗费大量精力重构代码。\n- 缺乏内置的请求队列管理与去重机制，网络波动时容易重复抓取或丢失链接，数据一致性难以保证。\n- 手动处理代理轮换和浏览器指纹伪装极其复杂，维护成本高昂且稳定性差。\n\n### 使用 crawlee 后\n- 默认配置即可模拟人类行为并自动轮换代理，轻松绕过现代反爬防护，实现 7x24 小时稳定运行。\n- 无缝集成 Playwright 或 Puppeteer，自动处理动态渲染内容，无需额外代码即可提取懒加载的价格与库存信息。\n- 内置强大的请求队列、自动重试及去重功能，即使在中断后也能从断点续传，确保数据完整准确。\n- 一行代码即可切换无头或有头模式，并自动管理存储，将开发重心从底层基建回归到业务数据分析本身。\n\ncrawlee 将原本需要数周维护的脆弱脚本转变为高可用的生产级爬虫，让数据获取变得快速且可靠。","https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002Fapify_crawlee_91060aaa.png","apify","Apify","https:\u002F\u002Foss.gittoolsai.com\u002Favatars\u002Fapify_81fc5119.png","Let's put the web to work.",null,"hello@apify.com","https:\u002F\u002Fapify.com\u002F","https:\u002F\u002Fgithub.com\u002Fapify",[83,87,91,95,99,103,107],{"name":84,"color":85,"percentage":86},"TypeScript","#3178c6",59.5,{"name":88,"color":89,"percentage":90},"MDX","#fcb32c",31.3,{"name":92,"color":93,"percentage":94},"JavaScript","#f1e05a",7.1,{"name":96,"color":97,"percentage":98},"CSS","#663399",1.1,{"name":100,"color":101,"percentage":102},"Dockerfile","#384d54",0.9,{"name":104,"color":105,"percentage":106},"Python","#3572A5",0,{"name":108,"color":109,"percentage":106},"HTML","#e34c26",22838,1316,"2026-04-18T12:23:15","Apache-2.0","未说明",{"notes":116,"python":117,"dependencies":118},"该工具主要基于 JavaScript\u002FTypeScript 运行，需要安装 Node.js 16 或更高版本。若需使用无头浏览器功能（如 PlaywrightCrawler），需单独安装 Playwright。默认数据存储在 .\u002Fstorage 目录。提供 Python 版本需参考独立的 crawlee-python 仓库。","不适用 (主要基于 Node.js)",[119,120,65],"Node.js >= 16","playwright (可选，用于浏览器自动化)",[45,13,16],[123,124,125,126,127,128,74,129,130,131,132,133,134,135,136,137,138],"web-scraping","web-crawling","npm","headless-chrome","puppeteer","automation","scraping","crawling","crawler","headless","scraper","web-crawler","javascript","nodejs","playwright","typescript","2026-03-27T02:49:30.150509","2026-04-19T06:03:20.547449",[142,147,152,156,161,166],{"id":143,"question_zh":144,"answer_zh":145,"source_url":146},41634,"爬虫在达到 maxRequestsPerCrawl 限制后无法停止或解析怎么办？","这通常与 RequestQueue 的实现有关。根据社区反馈，切换到开发分支（dev branch）并使用 SQLite 作为后端存储可以解决此问题，测试显示在处理约 46,000 个页面时表现正常。如果问题依然存在，请检查是否有多进程使用的情况，因为某些旧版本在多进程环境下可能存在已知问题。","https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F505",{"id":148,"question_zh":149,"answer_zh":150,"source_url":151},41635,"上传大文件（如超过 9MB 的 ZIP）到 Key-Value Store 时遇到 \"RangeError: Map maximum size exceeded\" 或内存溢出错误如何解决？","不要直接传递巨大的 Buffer 或数组给 `Actor.setValue()`。解决方案是将数据转换为 `ReadableStream`（可读流），然后再调用 `Actor.setValue()`。这种方法几乎可以支持任意大小的文件上传，能有效避免 JavaScript 堆内存溢出（JavaScript heap out of memory）的问题。","https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F1732",{"id":153,"question_zh":154,"answer_zh":155,"source_url":146},41636,"使用 PuppeteerCrawler 时，如果不设置 stealthOptions 会导致浏览器进程残留或机器过载吗？","是的。如果在配置中注释掉 `stealthOptions`（例如 `{ 'addLanguage': false }`），可能会导致请求完成时间变长，并且会不断打开新的浏览器实例，最终可能压垮机器。如果出现问题，Chrome 进程可能会残留。建议在 `launchPuppeteerOptions` 中正确配置 `stealth` 和 `stealthOptions` 以避免此类资源泄露问题。",{"id":157,"question_zh":158,"answer_zh":159,"source_url":160},41637,"当 Apify Client 过载（返回 429 状态码）时，Autoscaled Pool 为什么没有自动降低并发量？","这可能是因为降级的参数阈值设置得过高。虽然 Autoscaled Pool 具备在检测到 API 限流（429 错误）时降低并发的功能，但在某些高负载场景下，默认的降级策略可能不够敏感。如果遇到这种情况，可能需要手动调整 `autoscaledPoolOptions` 中的相关参数，或者检查日志确认限流错误是来自 SDK 内部还是客户端代码，以便优化重试和降级逻辑。","https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F1306",{"id":162,"question_zh":163,"answer_zh":164,"source_url":165},41638,"升级 Crawlee\u002FApify SDK 版本后，队列处理结束时出现 \"The database connection is not open\" 错误是什么原因？","这通常发生在从旧版本（如 0.21.4）升级到新版本（如 0.22.4）之后。该错误表明在队列逻辑上已经标记为“完成”后，代码试图再次访问数据库连接（例如在执行 `after` 钩子或后续操作时），但此时连接池可能已经关闭。建议检查在 `crawler.run()` 结束后的代码逻辑，确保没有在爬虫关闭后尝试操作已关闭的 RequestQueue 或数据库连接。","https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F904",{"id":167,"question_zh":168,"answer_zh":169,"source_url":170},41639,"Apify SDK 是否支持 TypeScript？","是的，TypeScript 支持已在规划中。根据维护者的说明，完整的 TypeScript 类型支持计划在 2.0 版本中发布（注：针对该 Issue 的时间线）。目前社区对 TypeScript 的需求很高，它是企业级项目的首选。如果当前版本缺少类型定义，建议关注官方发布的最新版本或迁移指南以获取原生 TS 支持。","https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F396",[172,177,182,187,192,197,202,207,212,217,222,227,232,237,242,247,252,257,262,267],{"id":173,"version":174,"summary_zh":175,"released_at":176},333668,"v3.16.0","# [3.16.0](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.15.3...v3.16.0) (2026-02-06)\n\n\n### Bug 修复\n\n* **adaptive-crawler:** 修复渲染类型检测结果的持久化问题 ([#3368](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3368)) ([4abca8b](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F4abca8bacf0636961251b05359f92129f72b7a5c))\n* 某些重定向响应会更改请求方法 ([#3296](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3296)) ([efac644](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fefac644af2e2fbe942087f160dbd843d9ce3521e)), 关闭了 [#2586](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2586)\n* 在 `yarn clean` 中清理 Turbo 缓存和 `tsbuildinfo` 文件 ([#3348](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3348)) ([6cd9456](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F6cd9456b28c4c43cdc1587043854da35b263d680))\n* **core:** 确保仅记录一次 `maxCrawlDepth` 警告 ([#3337](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3337)) ([9d01334](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F9d013342c539dd76783bea3cf807041445d3f8f5)), 关闭了 [#3336](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3336)\n* 正确处理多次调用 `BasicCrawler.stop()` 的情况 ([#3324](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3324)) ([9c0580b](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F9c0580b0c6fefe6f62ce28adacab27c02e7599f1)), 关闭了 [#3257](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3257)\n* **impit-client:** 暂停 fromWeb 流以防止过早消费 ([#3347](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3347)) ([72aacb4](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F72aacb44eaa4802ba81583b4639787d0570f9626)), 关闭了 [#555](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F555)\n* 更宽松的 Accept 头设置 ([#3373](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3373)) ([d03af1b](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fd03af1bee6bceae54f18e36386bbeaabdeaf3c2a)), 关闭了 [#3242](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3242)\n* 移除 `RequestQueueV1` 的弃用提示 ([#3341](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3341)) ([89309bc](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F89309bc00e903f3f5381fa7ef89e566eb3c80706))\n* 抑制未定义 `maxRequestsPerCrawl` 时的 Info 日志消息 ([#3237](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3237)) ([f3d9a79](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Ff3d9a7967da19fc55837b2433b5dfae312e4b8a7))\n\n\n### 新特性\n\n* 添加 `@crawlee\u002Fstagehand` 包，用于 AI 驱动的浏览器自动化 ([#3331](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3331)) ([a89cb5a](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fa89cb5abc06ddaa841c98b9b29af13b14dea98f5)), 关闭了 [#3064](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3064)\n* 添加正在进行的渲染类型检测计数器 ([#3355](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3355)) ([565fc34](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F565fc346378b632df690d328ff45b755530cf368))\n* 实现异步迭代器 ([#3352](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3352)) ([7f7a4ab](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F7f7a4ab3e21b801983c7d3be2aff84f4a0e83f6e)), 关闭了 [#3338](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3338)","2026-02-06T14:05:47",{"id":178,"version":179,"summary_zh":180,"released_at":181},333669,"v3.15.3","## [3.15.3](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.15.2...v3.15.3) (2025-11-10)\n\n\n### 错误修复\n\n* 在 `_timeoutAndRetry` 中等待重试次数 ([#3206](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3206)) ([9c1cf6d](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F9c1cf6d68acd356af8b7dbd682141357d789e3fb)), 关闭了 [\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fpull\u002F3188#discussion_r2410256271](https:\u002F\u002Fgithub.com\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fpull\u002F3188\u002Fissues\u002Fdiscussion_r2410256271)\n* **cli:** 支持使用以数字开头的名称创建项目 ([#3219](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3219)) ([3f37845](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F3f37845899a88d4e41df56c996aa05b5ee28a2e8)), 关闭了 [#3213](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3213)\n* 在 `AdaptivePlaywrightCrawler` 中使用共享的入队链接包装器 ([#3188](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3188)) ([9569d19](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F9569d191933325d93f6c66754274b63fd272fc59))\n\n\n### 新特性\n\n* 支持在启用 `respectRobotsTxtFile` 时自定义 `userAgent` ([#3226](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3226)) ([354252d](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F354252dee44c5ea618a12e087acb24b9e0f555c7)), 关闭了 [#3222](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3222)\n\n\n\n","2025-11-10T19:29:03",{"id":183,"version":184,"summary_zh":185,"released_at":186},333670,"v3.15.2","## [3.15.2](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.15.1...v3.15.2)（2025-10-23）\n\n\n### Bug 修复\n\n* 正确应用带有 `useIncognitoPages` 的 `launchOptions`（[#3181](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3181)）（[84a4b70](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F84a4b709ee59d9edbcdc9a19559fefa4e9139ba4)），关闭了 [#3173](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3173) [#3173](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3173)\n* 默认启用 `systemInfoV2`（[#3208](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3208)）（[617a343](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F617a343d4f594635adfff3c41a3632a19144749a)）\n* 从 crawlee 包中重新导出 MemoryStorage（[#3200](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3200)）（[e183ea9](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fe183ea9b239a985fe64729dd8132fbe4d13f73d8)）\n\n\n### 功能改进\n\n* 在所有爬虫包中导出 cheerio 类型（[#3204](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3204)）（[f05790b](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Ff05790b8c4e77056fd3cdbdd6d6abe3186ddf104)）\n\n\n### 性能优化\n\n* 不再等待 `crawler.setStatusMessage`（[#3207](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3207)）（[1a67ffb](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F1a67ffbf22e0ecf034d30a2215c4bd0f0ecbf41e)）","2025-10-23T13:04:59",{"id":188,"version":189,"summary_zh":190,"released_at":191},333671,"v3.15.1","## [3.15.1](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.15.0...v3.15.1)（2025-09-26）\n\n\n### Bug 修复\n\n* 使用正确的存储类配置以避免内存泄漏（[#3144](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3144)）（[911a2eb](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F911a2eb45cdb5e3fc0e6a96471af86b43bc828bf)）\n\n\n### 性能优化\n\n* 通过复用 minimatch 对象来提升 glob 的性能（[#3168](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3168)）（[e5632e2](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fe5632e2700198d75ca955ef3d2ffb609dbf0f050)）\n\n\n","2025-09-26T13:19:12",{"id":193,"version":194,"summary_zh":195,"released_at":196},333672,"v3.15.0","# [3.15.0](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.14.1...v3.15.0) (2025-09-17)\n\n\n### Bug 修复\n\n* `ImpitHttpClient` 现在会尊重内部 `Request` 的超时设置 ([#3103](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3103)) ([a35376d](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fa35376d2ce0a7dee15ec01aa04f42ba59bb82ea8))\n* `proxyUrls` 列表现在可以包含 `null` 值 ([#3142](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3142)) ([dc39cc2](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fdc39cc223a90d0c97c60c5a715bdf524cc32bbac)), 关闭了 [#3136](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3136)\n* 当数据集为空时，`exportData` 调用不再会失败 ([#3115](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3115)) ([298f170](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F298f170ef032f76d5b252e2a08971bfd161a7ef5)), 关闭了 [#2734](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2734)\n* 在使用自定义的 `enqueueLinks` `transformRequestFunction` 时，也会尊重 `maxCrawlDepth` 设置 ([#3159](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3159)) ([e2ecb74](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fe2ecb745da6105d8d083b30b8b68197e53b1cf84))\n\n\n### 新特性\n\n* 为 `BasicCrawler.exportData` 添加了 `collectAllKeys` 选项 ([#3129](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3129)) ([2ddfc9c](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F2ddfc9c6108207d3289ee92fe3c5b646611cc508)), 关闭了 [#3007](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3007)\n* 添加了 `TandemRequestProvider`，用于同时使用 `RequestList` 和 `RequestQueue` ([#2914](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2914)) ([4ca450f](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F4ca450f08b9fb69ae3b2ba3fc66361f14631b15b)), 关闭了 [#2499](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2499)\n\n","2025-09-17T12:48:07",{"id":198,"version":199,"summary_zh":200,"released_at":201},333673,"v3.14.1","## [3.14.1](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.14.0...v3.14.1) (2025-08-05)\n\n**注意：** 版本号仅在 @crawlee\u002Froot 包中更新。","2025-08-05T11:53:09",{"id":203,"version":204,"summary_zh":205,"released_at":206},333674,"v3.14.0","# [3.14.0](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.10...v3.14.0) (2025-07-25)\n\n\n### Bug 修复\n\n* 不再过早关闭带有长时间运行 `pre|postLaunchHooks` 的浏览器 ([#3062](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3062)) ([681660e](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F681660e35a1ceaca5e96a7f61d5a7c66ec32bcde))\n* 在 `enqueueLinksByClickingElements` 中尊重 `exclude` 选项 ([#3058](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3058)) ([013eb02](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F013eb028b6ecf05f83f8790a4a6164b9c4873733))\n* 在 `HttpCrawler` 中对被阻止的状态码进行重试 ([#3060](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3060)) ([b5fcd79](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fb5fcd79324ed61c6591fbdc9ffba67b35dc54fde)), 关闭了 [#3029](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3029)\n* 向队列添加请求时对可迭代对象进行验证 ([#3091](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3091)) ([529a1dd](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F529a1dd57278efef4fb2013e79a09fd1bc8594a5)), 关闭了 [#3063](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3063)\n\n\n### 功能\n\n* 添加 `maxCrawlDepth` 爬虫选项 ([#3045](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3045)) ([0090df9](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F0090df93a12df9918d016cf2f1378f1f7d40557d)), 关闭了 [#2633](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2633)\n\n","2025-07-25T09:34:27",{"id":208,"version":209,"summary_zh":210,"released_at":211},333675,"v3.13.10","## [3.13.10](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.9...v3.13.10) (2025-07-09)\n\n\n### 错误修复\n\n* 为 `AdaptivePlaywrightCrawler.enqueueLinks` 调用 `onSkippedRequest` ([#3043](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3043)) ([fc23d34](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Ffc23d34ba7fa0daded253a0a958fe9b7bb32e5ca)), 关闭了 [#3026](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3026) 和 [#3039](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3039)\n* 改进 `enqueueLinks` 的 `limit` 检查逻辑 ([#3038](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3038)) ([2774124](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F277412468dc00a385080c3570c24faac76e764ca)), 关闭了 [#3037](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3037)\n\n\n\n","2025-07-09T11:51:27",{"id":213,"version":214,"summary_zh":215,"released_at":216},333676,"v3.13.9","## [3.13.9](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.8...v3.13.9)（2025-06-27）\n\n\n### Bug 修复\n\n* 在 `Sitemap.tryCommonNames` 中，网络错误时不再记录“站点地图内容格式错误”日志（[#3015](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3015)）（[64a090f](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F64a090ffbba5c69730ec0616e415a1eadf4bc7b3)），关闭了 [#2884](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2884)\n* 修复 AdaptivePlaywrightCrawler 中 `enqueueLinks` 的链接过滤问题（[#3021](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3021)）（[8a3b6f8](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F8a3b6f8847586eb3b0865fe93053468e1605399c)），关闭了 [#2525](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2525)\n\n\n### 新特性\n\n* 在 `addRequests` 方法中接受（异步）可迭代对象（[#3013](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3013)）（[a4ab748](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fa4ab74852c3c60bdbc96035f54b16d125220f699)），关闭了 [#2980](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2980)\n* 报告因各种过滤条件而被跳过的链接（[#3026](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3026)）（[5a867bc](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F5a867bc28135803b55c765ec12e6fd04017ce53d)），关闭了 [#3016](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3016)\n\n\n\n","2025-06-27T07:45:40",{"id":218,"version":219,"summary_zh":220,"released_at":221},333677,"v3.13.8","## [3.13.8](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.7...v3.13.8) (2025-06-16)\n\n\n### Bug 修复\n\n* 不再将超出爬虫处理能力的链接加入队列（[#2990](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2990)）（[ea094c8](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fea094c819232e0b30bc550270836d10506eb9454)），关闭了 [#2728](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2728)\n* 在 `AdaptivePlaywrightCrawler` 中持久化渲染类型检测结果（[#2987](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2987)）（[76431ba](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F76431badf8a55892303d9b53fe23e029fad9cb18)），关闭了 [#2899](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2899)\n\n\n### 功能特性\n\n* **数据集：** 添加 `collectAllKeys` 选项，用于完整导出 CSV 文件（[#2945](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2945)）（[#3007](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3007)）（[3b629da](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F3b629da9418c052419381087d3ab1871a5c8718b)）\n* 支持 `KVS.listKeys()` 的 `prefix` 和 `collection` 参数（[#3001](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3001)）（[5c4726d](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F5c4726df96e358a9bbf44a0cd2760e4e269f0fae)），关闭了 [#2974](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2974)\n\n\n\n","2025-06-16T21:57:57",{"id":223,"version":224,"summary_zh":225,"released_at":226},333678,"v3.13.7","## [3.13.7](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.6...v3.13.7) (2025-06-06)\n\n\n### Bug Fixes\n\n* use merged cookies correctly in `GotScrapingHttpClient` ([#3000](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F3000)) ([a2985f2](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fa2985f259f068fbe00aed931a812b8a8755282cb)), closes [#2991](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2991)\n\n\n\n","2025-06-06T11:47:23",{"id":228,"version":229,"summary_zh":230,"released_at":231},333679,"v3.13.6","## [3.13.6](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.5...v3.13.6) (2025-06-05)\n\n\n### Bug Fixes\n\n* enable full cookie support for `ImpitHttpClient` ([#2991](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2991)) ([120f0a7](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F120f0a7968670eaab14d217e12c09b4dba216d7d))\n* ensure `PlaywrightGotoOptions` won't result in `unknown` when playwright is not installed ([#2995](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2995)) ([93eba38](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F93eba38b9cd88e543717f885b2c5644f63979bc9)), closes [#2994](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2994)\n* extract only `body` from `iframe` elements ([#2986](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2986)) ([c36166e](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fc36166e24887ca6de12f0c60ef010256fa830c31)), closes [#2979](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2979)\n\n\n\n","2025-06-05T15:06:37",{"id":233,"version":234,"summary_zh":235,"released_at":236},333680,"v3.13.5","## [3.13.5](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.4...v3.13.5) (2025-05-20)\n\n\n### Features\n\n* add `MinimumSpeedStream` and `ByteCounterStream` helpers ([#2970](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2970)) ([921c4ee](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F921c4ee3401bd41b8a197b955474bc297152e58b))\n* Allow the AdaptivePlaywrightCrawler result comparator to signal an inconclusive result ([#2975](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2975)) ([7ba8906](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F7ba8906158e2dbc474de1b1e89937562abe76877))\n\n\n\n","2025-05-20T08:29:58",{"id":238,"version":239,"summary_zh":240,"released_at":241},333681,"v3.13.4","## [3.13.4](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.3...v3.13.4) (2025-05-14)\r\n\r\n\r\n### Bug Fixes\r\n\r\n* **core:** respect `systemInfoV2` in snapshotter ([#2961](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2961)) ([4100eab](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F4100eabf171d1dfc33ff312cbedf4e178d34ebdf)), closes [#2958](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2958)\r\n* **core:** use short timeouts for periodic `KVS.setRecord` calls ([#2962](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2962)) ([d31d90e](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fd31d90e5288ea80b3ed6ec4a75a4b8f87686a2c4))\r\n* **core:** optimize request unlocking to get rid of unnecessary unlock calls ([#2963](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2963)) ([a433037](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fa433037f307ed3490a1ef5df334f1f9a9044510d))\r\n* **social:** extract emails from each text node separately ([#2952](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2952)) ([799afc1](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F799afc1dbb6843efa9d585823674ea75b9b352ea))\r\n\r\n\r\n### Features\r\n\r\n* **impit-client:** bump `impit` version to v0.4 ([#2954](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2954)) ([7a1bf10](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F7a1bf101250757d3a89f17c8bfd07267a46750bb))\r\n\r\n\r\n\r\n","2025-05-14T13:19:14",{"id":243,"version":244,"summary_zh":245,"released_at":246},333682,"v3.13.3","## [3.13.3](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.2...v3.13.3) (2025-05-05)\r\n\r\n\r\n### Bug Fixes\r\n\r\n* await `_createPageForBrowser` in browser pool ([#2950](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2950)) ([27ba74b](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F27ba74bacfcaa0467e7d97eb27d6a9c1d9cea9be)), closes [#2789](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2789)\r\n* convert `@apilink` to `@link` on build ([#2949](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2949)) ([abe1dee](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fabe1deeb87adef74ad9cabab97593243fcb29c0b)), closes [#2717](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2717)\r\n* disable default fingerprints in the Camoufox template ([#2928](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2928)) ([6dffa00](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F6dffa00d2b2077e8caece3983ac555d4c629d4fe))\r\n* Fix trailing slash removal in BrowserPool ([#2921](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2921)) ([c1fc439](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fc1fc439e8e9cf74808912c66a1915f1bfd345b5f)), closes [#2878](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2878)\r\n* Fix useState behavior in adaptive crawler ([#2941](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2941)) ([5282381](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F52823818bd66995c1512b433e6d82755c487cb58))\r\n* Persist SitemapRequestList state periodically ([#2923](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2923)) ([e6e7a9f](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fe6e7a9feed5d8281c36a83fc5edc2f5cb6e783fd)), closes [#2897](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2897)\r\n* respect `autoscaledPoolOptions.isTaskReadyFunction` option ([#2948](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2948)) ([fe2d206](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Ffe2d206b46afabb18c83e8af11fa03f085f4cd4e)), closes [#2922](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2922)\r\n* **statistics:** track actual request.retryCount in Statistics ([#2940](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2940)) ([c9f7f54](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fc9f7f5494ac4895a30b283a5defe382db0cdea26))\r\n\r\n\r\n### Features\r\n\r\n* pass `response` to `FileDownload.streamHandler` ([#2930](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2930)) ([008c4c7](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F008c4c7d879195a492bbbdb9dcda23acad4d51e1))\r\n\r\n\r\n\r\n","2025-05-05T07:09:26",{"id":248,"version":249,"summary_zh":250,"released_at":251},333683,"v3.13.2","## [3.13.2](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.1...v3.13.2) (2025-04-08)\n\n\n### Features\n\n* add `onSkippedRequest` option ([#2916](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2916)) ([764f992](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F764f99203627b6a44d2ee90d623b8b0e6ecbffb5)), closes [#2910](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2910)\n\n\n\n","2025-04-08T10:14:19",{"id":253,"version":254,"summary_zh":255,"released_at":256},333684,"v3.13.1","## [3.13.1](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.13.0...v3.13.1) (2025-04-07)\n\n\n### Bug Fixes\n\n* don't double increment session usage count in `BrowserCrawler` ([#2908](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2908)) ([3107e55](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F3107e5511142a3579adc2348fcb6a9dcadd5c0b9)), closes [#2851](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2851)\n* rename `RobotsFile` to `RobotsTxtFile` ([#2913](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2913)) ([3160f71](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F3160f717e865326476d78089d778cbc7d35aa58d)), closes [#2910](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2910)\n* treat `406` as other `4xx` status codes in `HttpCrawler` ([#2907](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2907)) ([b0e6f6d](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fb0e6f6d3fc4455de467baf666e0f67f8738cc57f)), closes [#2892](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2892)\n\n\n### Features\n\n* add `respectRobotsTxtFile` crawler option ([#2910](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2910)) ([0eabed1](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F0eabed1f13070d902c2c67b340621830a7f64464))\n\n\n\n","2025-04-07T06:55:14",{"id":258,"version":259,"summary_zh":260,"released_at":261},333685,"v3.13.0","# [3.13.0](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.12.2...v3.13.0) (2025-03-04)\n\n\n### Bug Fixes\n\n* **cheerio:** don't decode HTML entities in `context.body` ([#2838](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2838)) ([32d6d0e](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F32d6d0ee7e7eaad1a401f4884926f31e0f68cc55)), closes [#2401](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2401)\n* install browser in the `camoufox` template correctly ([#2864](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2864)) ([a9d008c](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fa9d008c6f36a6cb1b6bc827cb0323ed9d6f6b536)), closes [#2863](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2863)\n* Make log message in RequestQueue.isFinished more accurate ([#2848](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2848)) ([3d124ae](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F3d124aee8f6fa096df0daafad4bb9d07b0ae4684))\n* Simplified RequestQueueV2 implementation ([#2775](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2775)) ([d1a094a](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fd1a094a47eaecbf367b222f9b8c14d7da5d3e03a)), closes [#2767](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2767) [#2700](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2700)\n\n\n### Features\n\n* Camoufox-based crawler template ([#2842](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2842)) ([7f08de4](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F7f08de4c73812cb957828dec9946ca7f385739e4)), closes [#2836](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2836)\n* improved cross platform metric collection ([#2834](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2834)) ([e41b2f7](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Fe41b2f744513dd80aa05336eedfa1c08c54d3832)), closes [#2771](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2771)\n* **playwright:** add `handleCloudflareChallenge` helper ([#2865](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2865)) ([9a1725f](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F9a1725f7b87fb70194fc31858500cb35639fb964))\n* remove old docker CI ([#2831](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2831)) ([7f09d56](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F7f09d56ed5776d92a11feee3a5e61255301d0099))\n* use native `impit` streaming ([#2833](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2833)) ([af2fe23](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Faf2fe2315b3b36e7e2466f452c1df9c63abd156b)), closes [#2756](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2756)\n\n\n\n","2025-03-04T09:13:36",{"id":263,"version":264,"summary_zh":265,"released_at":266},333686,"v3.12.2","## [3.12.2](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.12.1...v3.12.2) (2025-01-27)\n\n\n### Bug Fixes\n\n* **core:** type definition of Dataset.reduce ([#2774](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2774)) ([59bc6d1](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F59bc6d12cbd9e81c06ee18d0a6390b7806e346ae)), closes [#2773](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2773)\n* destructure `CrawlerRunOptions` before passing them to `addRequests` ([#2803](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2803)) ([02a598c](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F02a598c2a501957f04ca3a2362bcee289ef861c0)), closes [#2802](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2802)\n* graceful `BasicCrawler` tidy-up on `CriticalError` ([#2817](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2817)) ([53331e8](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F53331e82ee66274316add7cadb4afec1ce2d4bcf)), closes [#2807](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2807)\n\n\n### Features\n\n* `impit`-based `HttpClient` implementation ([#2787](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2787)) ([61d7ffa](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F61d7ffae8aff8dd4451fea63ecc0d25c243a6271))\n* add support for parsing comma-separated list environment variables ([#2765](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2765)) ([4e50c47](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F4e50c474f60df66585c6decf07532c790c8e63a7))\n* stopping the crawlers gracefully with `BasicCrawler.stop()` ([#2792](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2792)) ([af2966f](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002Faf2966f65caeaf4273fd0a8ab583a7857e4330ab)), closes [#2777](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2777)\n\n\n\n","2025-01-27T08:16:29",{"id":268,"version":269,"summary_zh":270,"released_at":271},333687,"v3.12.1","## [3.12.1](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcompare\u002Fv3.12.0...v3.12.1) (2024-12-04)\n\n\n### Bug Fixes\n\n* log status message timeouts to debug level ([55ee44a](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F55ee44aaf5e73c2a9d96d973a4aae111ab2e0025))\n* **social:** support new URL formats for Facebook, YouTube and X ([#2758](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2758)) ([4c95847](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F4c95847d5cedd6514620ccab31d5b242ba76de80)), closes [#525](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F525)\n\n\n### Features\n\n* `tieredProxyUrls` accept `null` for switching the proxy off ([#2743](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2743)) ([82f4ea9](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fcommit\u002F82f4ea99f632526649ad73e3246b9bdf63a6788a)), closes [#2740](https:\u002F\u002Fgithub.com\u002Fapify\u002Fcrawlee\u002Fissues\u002F2740)\n\n\n\n","2024-12-04T09:26:53"]