如何漫游大型项目代码?

原文: PyCoder's Weekly - Issue #519

• 220406 Zoom.Quiet(大妈) 用时 13 分钟 完成快译
• 220406 Zoom.Quiet(大妈) 用时 37 分钟 完成格式转抄.

• 用 Python 的 urllib.request 去 HTTP 请求
  • REAL PYTHON

In this tutorial, you’ll be making HTTP requests with Python’s built-in urllib.request. You’ll try out examples and review common errors encountered, all while learning more about HTTP requests and Python in general.

(是也乎:

)

• Python中带有Levenshtein距离的文本相似度
  • VATSAL P.

Levenshtein distance is a measure of the difference between two chunks of text. This article explains how it works and how to set up a data pipeline using it to detect plagiarism.

• 科学计算中 Python 的反直觉崛起
  • T. DURANTON,
  • A. DAUPTAIN,
  • & C. LAPEYRE

Why Python’s ability to write code quickly and access to more libraries can out perform heavily optimized compiled code.

• PyPy v7.3.9 安全发布
  • PYPY.ORG

探讨/吐糟

Discussions

• 你为什么开始使用 Python?
  • TWITTER.COM/DRISCOLLIS

(是也乎:

因为 PHP 太好用...

)

• 如何在添加功能之前搜索大型代码库?
  • HACKER NEWS

(是也乎:

必须是专用工具了, 人工 grep/ag 之类不可靠...在过百万行代码之后. How Google uses code search - Code search guide

)

文章/教程/嗯哼

Articles, Tutorials and Talks

• 用 Python 进行高级探索性数据分析
  • MICHAEL NOTTER

Getting a good feeling for a new dataset is not always easy, and takes time. However, a good and broad exploratory data analysis (EDA) can help a lot to understand your dataset. This article walks you through how to analyze your dataset using popular Python libraries.

(是也乎:

探索式, 其实翻译过来就是人工遍历可能性, EDA 是最可能优先被机械式 AI 替代的姿势了...

一气儿将同一个数据集所有特性不同组合图表输出, 从找到异常/突出 的变化.

)

• 缩放我们的依赖图
  • AURÉLIEN DIDIER
  • • Shared by Aurélien Didier

A study of the dependency tooling impact on the developers’ productivity and the dependency graph as the company grows. In 2020, we went for pip-tools and tracked how it solved most of our problems and all the benefits it brought to the team

• Python 中的预分配列表
  • REDOWAN DELOWAR
  • • Shared by Redowan Delowar

Allocating a list with content is faster than appending, so allocating a list of nothing can be a valuable optimization. This article shows the differences in speed gained by this micro-optimization and when to use it.

• 基于 Django 和 htmx 的响应式表
  • JOASH XU

htmx is a tool for injecting HTML snippets into pages allowing you to reduce the amount of Javascript in your interactive web pages. This article shows you how to use htmx in Django to produce a responsive table.

• 基于 Scikit-Learn 的 Python 支持向量机/SVM
  • NIK PIEPENBREIER
  • • Shared by Nik Piepenbreier

Support vector machines (SVM) are algorithms commonly used for supervised machine learning models. This article is a a beginner-friendly guide to creating them in Python with Scikit-Learn.

• 20 个 Python 面试题
  • AHMED BESBES

Practice up for that next interview. Questions about data structures, language concepts, and some common standard library functions.

• Azure Python Blob 触发器
  • BAS STEINS

How to use twitterstats and the azure libraries to fetch data from Twitter and keep it in Azure Blob Storage through triggers.

• 软件工程师终极入职指南
  • CSABA OKRONA

Learn how to onboard engineers with an empathetic and structured approach. Includes a 30-60-90-day check-in template.

(是也乎:

终极软工上车指南

)

• 理解 Python 中的装饰器
  • BAS STEINS

Learn what decorators are, how they work, common decorators in the standard library, and how to write your own.

好物/妙品/...

Interesting Projects, Tools and Libraries, Projects & Code

• BlocklyML: Python 和 ML 的可视化编程工具
  • GITHUB.COM/CHEKODUADARSH

(是也乎:

Blockly 能比 Jupyter 香嘛?

)

• fman: 在几分钟内创建一个 Python QT GUI
  • FMAN.IO

(是也乎:

用 Qt 来完成 Electron 的效果...

)

• pokete: 基于终端的类似口袋妖怪的游戏
  • GITHUB.COM/LXGR-LINUX

(是也乎:

宝可梦游戏编辑器 CLI 版

)

• uproot-browser: 命令行ROOT对象浏览
  • GITHUB.COM/SCIKIT-HEP

(是也乎:

)

• nango: 用于同时编辑的 Django 表单/管理库
  • GITHUB.COM/NICOIS

(是也乎:

Django admin 一直都是一个完备的产品, 可以直接应用在各种场景中的...

)

📆🐍 活动/大会

Events, MeetUp 真的是全球线下活动组织中心

• ⋅ STL Python

  • April 6, 2022

• ⋅ PiterPy Breakfast

  • April 6, 2022

• ⋅ Weekly Real Python Office Hours Q&A (Virtual)

  • April 6, 2022

• ⋅ Canberra Python Meetup

  • April 7, 2022

• ⋅ Django Day Copenhagen 2022

  • April 8 to April 9, 2022

• ⋅ PyDelhi User Group Meetup

  • April 9, 2022

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

PS:

• 首发: Issue 519 ~蠎周刊 ~汇集全球蠎事儿 ;-)
• 修订: issue-519.md

PPS:

不觉中蟒周刊快译已经到了第10个年头

去年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.

好文笔,感叹号年度配额: 1/3

投稿/反馈邮箱:

askdama@googlegroups.com

(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)