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‎README.md‎

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As we publish more issues, we'll gradually make earlier content freely available (issue n+50 will be free). Stay tuned!
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## 📊 Data Statistics
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<div align="center">
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| 📈 Statistics | 📊 Count |
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|:---:|:---:|
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| 📅 **Total Issues** | **119** |
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| 📝 **Total Articles** | **1444** |
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| 🚀 **Total Projects** | **1367** |
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| 🎵 **Total Audio/Video** | **125** |
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| 🔥 **Total Hot Topics** | **53** |
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| 📅 **Total Issues** | **120** |
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| 📝 **Total Articles** | **1457** |
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| 🚀 **Total Projects** | **1380** |
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| 🎵 **Total Audio/Video** | **126** |
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| 🔥 **Total Hot Topics** | **55** |
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| 📚 **Total Books** | **98** |
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</div>
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## 🦄 Past Issues
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- Issue 120: [Comparison of New Python Type Checkers](./docs/en/2025-09-20-weekly.md)
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- Shared 13 articles, 13 open-source projects, 1 audio/videos, 2 hot discussions
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- Issue 119: [Google Discontinues Pytype Development!](./docs/en/2025-09-13-weekly.md)
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- Shared 12 articles, 12 open-source projects
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- Issue 118: [Why Isn't Python Async More Popular?](./docs/en/2025-09-06-weekly.md)

‎README_ZH.md‎

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- [Telegram](https://t.me/pythontrendingweekly)：除了发布周刊的通知外，我将它视为一个“副刊”，补充发布更加丰富的资讯。
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- [Twitter](https://twitter.com/chinesehuazhou)：发布一些即时内容，欢迎与我建立社交联系。我的关注列表里有大量 Python 相关的开发者与组织的账号。
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## 📊 数据统计
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<div align="center">
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| 📈 统计项目 | 📊 数量 |
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|:---:|:---:|
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| 📅 **总期数** | **119** 期 |
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| 📝 **总文章数** | **1444** 篇 |
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| 🚀 **总项目数** | **1367** 个 |
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| 🎵 **总音视频** | **125** 则 |
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| 🔥 **总热门话题** | **53** 个 |
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| 📅 **总期数** | **120** 期 |
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| 📝 **总文章数** | **1457** 篇 |
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| 🚀 **总项目数** | **1380** 个 |
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| 🎵 **总音视频** | **126** 则 |
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| 🔥 **总热门话题** | **55** 个 |
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| 📚 **总赠书** | **98** 本 |
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</div>
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## 🦄往期列表
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- 第 120 期：[新型 Python 类型检查器对比](./docs/2025-09-20-weekly.md)
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- 分享了 13 篇文章，13 个开源项目，1 则音视频，2 则热门话题
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- 第 119 期：[Google 停止开发 Pytype！](./docs/2025-09-13-weekly.md)
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- 分享了 12 篇文章，12 个开源项目
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- 第 118 期：[Python 异步为何不够流行？](./docs/2025-09-06-weekly.md)

‎docs/2025-09-20-weekly.md‎

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# Python 潮流周刊#120：新型 Python 类型检查器对比
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本周刊由 Python猫 出品，精心筛选国内外的 400+ 信息源，为你挑选最值得分享的文章、教程、开源项目、软件工具、播客和视频、热门话题等内容。愿景：帮助所有读者精进 Python 技术，并增长职业和副业的收入。
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**温馨提示：** 在微信关注 **Python猫**，发送数字“**9**”，即可领取 9 折优惠码，订阅专栏可享 15 元优惠。
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去专栏阅读全文：[全文链接](https://www.xiaobot.net/post/49dc272a-e273-4673-908c-56257f3fb944)
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分享了 13 篇文章，13 个开源项目，1 则音视频，2 则热门话题
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以下是本期标题摘要：
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**[🦄文章&教程](https://weekly.pythoncat.top)**
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① 新型 Python 类型检查器对比：Ty、Pyrefly 与 Zuban
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② Playwright vs Pydoll 端到端测试性能对比
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③ 用纯 Python 编写 eBPF 程序
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④ PEP-804：外部依赖注册表和名称映射机制
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⑤ Django 视图编写的最佳实践
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⑥ 如何用 Python 实现功能开关？
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⑦ CPython 3.14 远程调试协议解析
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⑧ 用 6 万张 90 年代 GIF 打造怀旧马赛克动画
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⑨ 一个空格删除整个系统？Python 命令注入陷阱
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⑩ Playwright 与 pytest 测试技巧分享
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⑪ Rye 表格操作与 Python/Pandas 对比
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⑫ 我如何解决 Reddit 的分布式队列问题？
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⑬ RSS 如何击败微软？
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**[🐿️项目&资源](https://weekly.pythoncat.top)**
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① LEANN：世界最小的向量索引
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② agent-lightning：点亮 AI 智能体的绝对训练器
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③ RealtimeVoiceChat：与 AI 进行自然语音对话
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④ HolmesGPT：24/7 云故障排查 AI 智能体
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⑤ AgentLaboratory：AI 智能体研究助手
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⑥ NeMo：可扩展生成式 AI 框架
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⑦ ApeRAG：生产级图 RAG 平台
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⑧ kcc：漫画电子书转换器
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⑨ DeepResearch：深度研究 AI 智能体
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⑩ DiffMem：基于 Git 的 AI 智能体记忆存储
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⑪ markdown-it-py：Python Markdown 解析器
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⑫ djhtmx：Django 交互式 UI 组件
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⑬ pyproc：Go 调用 Python 的高性能 IPC 库
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**[🐢播客&视频](https://weekly.pythoncat.top)**
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① PyCon Australia 2025 演讲视频
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**[🥂讨论&问题](https://weekly.pythoncat.top)**
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① 专业的 Python 工具、库和功能 - 你最喜欢哪个？
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② go 转 Python 的心智负担增加
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周刊实行付费订阅制，年费 148 元，平均每天 4 毛钱，为你精准筛选高质量技术内容。在信息洪流中为你淘金，助力技术视野拓展和职业发展，欢迎订阅：[https://xiaobot.net/p/python_weekly](https://xiaobot.net/p/python_weekly)
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订阅后，可免费查看 第 120 期周刊的全文：https://www.xiaobot.net/post/49dc272a-e273-4673-908c-56257f3fb944
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[Python 潮流周刊第3季总结，附电子书下载](https://pythoncat.top/posts/2025-04-20-sweekly)
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[Python 潮流周刊第二季完结（31~60）](https://pythoncat.top/posts/2025-04-20-iweekly)
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[Python 潮流周刊第一季精华合集（1~30）](https://pythoncat.top/posts/2023-12-11-weekly)
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**微信关注 Python猫**：[https://img.pythoncat.top/python_cat.jpg](https://img.pythoncat.top/python_cat.jpg)
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‎docs/en/2025-09-20-weekly.md‎

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# Python Trending Weekly #120: Comparison of New Python Type Checkers
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Welcome to Python Trending Weekly - your gateway to cutting-edge Python intelligence! Curated by Python Cat from 400+ premium sources worldwide, we deliver the most valuable articles, tutorials, open-source projects, tools, podcasts, videos, and trending discussions directly to your inbox. Our mission: Accelerate your Python mastery and unlock new career opportunities in the ever-evolving tech landscape.
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**Stay ahead of the curve:** [Subscribe now](https://www.patreon.com/pythonweekly) for weekly insights that keep you at the forefront of Python innovation!
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Here are the title summaries for this issue:
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**[🦄Articles & Tutorials](https://weekly.pythoncat.top)**
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① How Well Do New Python Type Checkers Conform? A Deep Dive into Ty, Pyrefly, and Zuban
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② Playwright vs Pydoll
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③ PythonBPF - Writing eBPF Programs in Pure Python
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④ PEP 804 – An external dependency registry and name mapping mechanism
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⑤ How I write Django views
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⑥ Feature Flags In Depth
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⑦ Checking Out CPython 3.14's remote debugging protocol
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⑧ Just for fun: animating a mosaic of 90s GIFs
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⑨ Koan 12: The Blacksmith's Hammer
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⑩ Playwright & pytest techniques that bring me joy
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⑪ Rye Tables vs Python/Pandas: A Different Way to Wrangle Data
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⑫ How I solved a distributed queue problem after 15 years
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⑬ The story of how RSS beat Microsoft
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**[🐿️Projects & Resources](https://weekly.pythoncat.top)**
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① LEANN: The smallest vector index in the world
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② agent-lightning: The absolute trainer to light up AI agents
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③ RealtimeVoiceChat: Have a natural, spoken conversation with AI!
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④ HolmesGPT: Your 24/7 On-Call AI Agent
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⑤ AgentLaboratory: Using LLM Agents as Research Assistants
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⑥ NeMo: A scalable generative AI framework
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⑦ ApeRAG: Production-ready GraphRAG platform
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⑧ kcc: Kindle Comic Converter
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⑨ DeepResearch: Tongyi Deep Research Agent
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⑩ DiffMem: Git Based Memory Storage for Conversational AI Agent
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⑪ markdown-it-py: Markdown Parser for Python
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⑫ djhtmx: Interactive UI Components for Django
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⑬ pyproc: High-Performance IPC Library for Calling Python from Go
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**[🐢Podcasts & Videos](https://weekly.pythoncat.top)**
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① PyCon Australia 2025 Presentation Videos
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**[🥂Discussions & Questions](https://weekly.pythoncat.top)**
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① Niche Python tools, libraries and features - whats your favourite?
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② Increased Mental Burden When Switching from Go to Python
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Cut through the noise with our premium subscription at $4.99/month. Get hand-picked, cutting-edge Python content delivered weekly. Join 350+ professionals who trust us to filter the best from 400+ sources for technical vision expansion and career development. Subscribe at: [Patreon](https://www.patreon.com/pythonweekly)
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After subscribing, you can view the full text of Issue 120 for free:
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[Python Trending Weekly Season 3 Summary with E-book Download](https://pythoncat.top/posts/2025-04-20-sweekly)
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[Python Trending Weekly Season 2 Complete Collection (Issues 31-60)](https://pythoncat.top/posts/2025-04-20-iweekly)
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[Python Trending Weekly Season 1 Highlights Collection (Issues 1-30)](https://pythoncat.top/posts/2023-12-11-weekly)
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‎landing-page/public/stats.json‎

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‎resources/python_weekly.db‎

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