Pandas 2.0 vs 1: 性能比较 原文: PyCoder’s Weekly - Issue #573
- 230419 Zoom.Quiet(大妈) 用时 13 分钟 完成格式转抄.
- 230419 Zoom.Quiet(大妈) 用时 37 分钟 完成快译,
- 借助 AI 自我修复的“自我修复”程序
- BENJ EDWARDS Wolverine is a Python tool that responds to script crashes by using ChatGPT to look for solutions. This brief article describes the process and links to a video demo. With the corresponding Slashdot Discussion.
- Pandas 2.0 vs Pandas 1: 性能比较
- SANTIAGO BASULTO
- • Shared by Santiago Basulto Pandas 2.0 was recently released with the new pyarrow backend. In the article, we did a quick performance comparison between the new pyarrow backend in 2.0 with the standard in Pandas 1. The results were expected, a big speedup in terms of String processing and null value handling, but slower with numeric processing and aggregations.
- 用 RPA 和 RCC 自动化流程和分发工具
- REAL PYTHON
- PODCAST Are you exploring automation of your repetitive business tasks with Python? How are you going to share your helpful tools with co-workers? This week on the show, Sampo Ahokas from Robocorp is here to discuss robotic process automation (RPA) and distribution of these robots.
- PEP 695 “类型参数语法” 已接受
- PYTHON.ORG
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是也乎:Python 向 Rust 融合不可阻挡… )
- PYTHON.ORG
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- 欧盟提议的 CRA 对 Python 生态系统的影响
- PYTHON SOFTWARE FOUNDATION
探讨/吐糟
Discussions
- Pip 23.1 发布: 对回溯的巨大改进
- REDDIT
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是也乎:也就是说监管越来越深入了 )
- REDDIT
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- 您使用哪些鲜为人知的电脑配件?
- HACKER NEWS
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是也乎:大家对 USB 和 无线耳机的怨念都不小 )
- HACKER NEWS
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文章/教程/嗯哼
Articles, Tutorials and Talks
- 用 Python 操作 ZIP 文件
- REAL PYTHON
- COURSE
In this video course, you’ll learn how to manipulate ZIP files using Python’s zipfile module from the standard library. Through hands-on examples, you’ll learn how to read, write, compress, and extract files from your ZIP files quickly.
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是也乎:
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- 用 Shebang 执行 Python 脚本
- REAL PYTHON
In this tutorial, you’ll learn when and how to use the shebang line in your Python scripts to execute them from a Unix-like shell. Along the way, you’ll run custom scripts written in your domain-specific language interpreted by Python.
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是也乎:
不仅仅是 Py …
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- REAL PYTHON
In this tutorial, you’ll learn when and how to use the shebang line in your Python scripts to execute them from a Unix-like shell. Along the way, you’ll run custom scripts written in your domain-specific language interpreted by Python.
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- 十大 Django 第三方包
- WILL VINCENT
Will covers a list of his favorite third-party packages for Django. Includes old favorites like Django REST Framework, and lesser known packages like django-filter and django-environ.
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是也乎:其中 Wagtail 简直变成了一个大杂货铺, 专注的很… )
- WILL VINCENT
Will covers a list of his favorite third-party packages for Django. Includes old favorites like Django REST Framework, and lesser known packages like django-filter and django-environ.
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- PEP 711: 分发 Python 二进制文件的标准格式
- PYTHON.ORG This PEP proposes a way of packaging pre-build interpreters “like wheels, but for python interpreters”. The intent is to re-use existing packaging standards as much as possible.
- JavaScript、Python、SQL、R 和 Excel 中的描述性统计
- HORST & BUFFA A series of comparisons on how to do common statistical methods in JavaScript, Python, SQL, R, and Excel. Includes mean, median, standard deviation, rank values, and more.
- 用 LangChain 的 BabyAGI 用户指南
- HARRISON CHASE
This notebook demonstrates how to implement BabyAGI by Yohei Nakajima. BabyAGI is an AI agent that can generate and pretend to execute tasks based on a given objective.
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是也乎:ChatGPT 们一发布, LangChain 已经没了商业模型基础, 但是, 还有潜力可以尝试… )
- HARRISON CHASE
This notebook demonstrates how to implement BabyAGI by Yohei Nakajima. BabyAGI is an AI agent that can generate and pretend to execute tasks based on a given objective.
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- 谁运行工程流程?
- WILL LARSON
Who should be in charge of engineering in your organization? The short answer: it depends. The long answer: it really depends. Read on for an even longer answer.
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是也乎:除了最终交付的代码和运行时, 过程本身也是组织的知识资产, 可惜一直没有足够的认知, 实在是组成成员素质足够高, 通过自主调整就有了… 可还是有很大优化空间; )
- WILL LARSON
Who should be in charge of engineering in your organization? The short answer: it depends. The long answer: it really depends. Read on for an even longer answer.
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- GitHub Pull Requests 语言流行度
- DANIEL LEMIRE Daniel did an analysis on GitHub pull requests and ranked them by language. Together Python and JavaScript make up nearly 40% of all activity on GitHub.
- 进入管理层时你放弃了什么
- KARL HUGHES
“Moving into a management role may be a rewarding step in your career, but you should know about the things you’re leaving behind.”
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是也乎:过于真实了, 作管理本质上等于重新开始, 将自己的技术积累, 变成团队的长期收益, 最困难的不是什么新学习, 而是如何令上层相信你, 同时下属也相信你. )
- KARL HUGHES
“Moving into a management role may be a rewarding step in your career, but you should know about the things you’re leaving behind.”
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- Unravelling global
- BRETT CANNON Dive deep into global, how it works, its relationship with builtins and the namespace differences in Python.
好物/妙品/
Interesting Projects, Tools and Libraries, Projects & Code
- joblib: 用 Python 函数的轻量级流水线
- GITHUB.COM/JOBLIB
- Auto-GPT: 让 GPT-4 完全自主的实验
- GITHUB.COM/TORANTULINO
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是也乎:果然是 Python 构建的, 这可能是 star 增长最猛的项目了, 才几天就将突破 100K 了… )
- GITHUB.COM/TORANTULINO
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- pyllms: 用于连接多个 LLM 的包装器
- GITHUB.COM/KAGISEARCH
- aura: 大规模 Python 代码审计和静态分析
- GITHUB.COM/SOURCECODE-AI
- PyDPainter: Python 中的像素艺术绘画程序
- GITHUB.COM/MRIALE
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是也乎:
好象红白机时代的艺术创作哪…
)
- GITHUB.COM/MRIALE
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📆🐍 活动/大会
Events, MeetUp 真的是全球线下活动组织中心
- PyCon DE & PyData Berlin 2023
- April 17 to April 20, 2023
- PyCon US 2023
- April 19 to April 28, 2023
- NZPUG-Auckland: Python on Fire? Dash to the River +April 19, 2023
- Heidelberg Python Meetup
- April 19, 2023
- Weekly Real Python Office Hours Q&A (Virtual)
- April 19, 2023
- Chattanooga Python User Group
- April 21 to April 22, 2023
历史上的这周
- 2022: 蠎周刊 PyCoder 521
- 2021: 蠎周刊 469
- 2020: 蠎周刊 416
- 2019: 蠎周刊 364
- 2018: 蠎加载 171
- 2017: 蠎加载 121
- 2016: 蠎周刊 208: Tesla
- 2015: 蠎周刊 162: Playoffs!
- 2014: Issue 111: Eggs)
- 2013: 空缺
- 2012: Issue 10 ~ 反重力
DAMA
❤️ Happy Pythonic ;-(
大妈私人无责任播报)
- Zoom.Quiet’s Chaos42 | Substack
- 古早:新闻组式写作
- 欢迎订阅, 包含当前周刊
- LDS❤️💀🤖
- 播客:小宇宙
- 收集各种嗯哼…
- Chaos42 - YouTube
- VLog
- 恢复各种嗯哼…
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PS
Happy Pythoning!
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PPS
不觉中蟒周刊快译已经到了第10+2个年头 开始有小伙伴加入承担
pythonisa周刊的翻译, 从来没提醒过, 可就这么默默坚持下来了… 问为什么: [皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时: what f**k 还能这样玩? 还有这东西? 每周开彩蛋[吃瓜]无法同意更多… 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也. 所以++> 锈周刊 -> Weekly :: China
好文笔,感叹号年度配额: 2/3 投稿/反馈邮箱: [email protected] (邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越…)
ZoomQuiet/大妈
就是四处 是也乎,( ̄▽ ̄) 的那个大妈:
私自嗯哼: ZoomQuiet (订阅号: ZoomQuiet42)
公开课程: 蟒营 (订阅号: Mainium)
历史吐糟: Chaos42 (订阅号 PythoniCamp)
as 创始组织者:
PyChina (订阅号: PyChinaOrg)
本地社区:
GDG珠海 (订阅号: GDG-ZhuHai)
TFUG珠海 (订阅号: ZH_TFUG)
