diff --git a/README.md b/README.md
index 88764ac..0b52f93 100644
--- a/README.md
+++ b/README.md
@@ -14,170 +14,170 @@
-本资源清单包含690个python相关的开源工具资源，这些热门工具总共分成91个不同的应用领域，目前在github上已经收到3M个点赞。所有的工具(github项目)每周会自动从GitHub和工具维护平台采集信息，并更新排行展示。本清单参考[best-of模板](https://github.com/best-of-lists/best-of)完成，内容参考了[awesome-python](https://github.com/vinta/awesome-python)，欢迎大家提PR丰富本清单。
-## 目录
-
-- [管理面板](#管理面板) _9 个项目_
-- [算法和设计模式](#算法和设计模式) _7 个项目_
-- [ASGI服务器](#ASGI服务器) _2 个项目_
-- [网络](#网络) _4 个项目_
-- [音频](#音频) _13 个项目_
-- [验证](#验证) _9 个项目_
-- [构建工具](#构建工具) _5 个项目_
-- [内置类的增强版实现](#内置类的增强版实现) _5 个项目_
-- [CMS](#CMS) _8 个项目_
-- [缓存](#缓存) _7 个项目_
-- [聊天工具](#聊天工具) _1 个项目_
-- [代码分析和Lint工具](#代码分析和Lint工具) _20 个项目_
-- [命令行工具](#命令行工具) _12 个项目_
-- [命令行工具](#命令行工具) _16 个项目_
-- [兼容性](#兼容性) _3 个项目_
-- [计算机视觉](#计算机视觉) _7 个项目_
-- [并发和并行](#并发和并行) _5 个项目_
-- [配置](#配置) _5 个项目_
-- [密码学](#密码学) _4 个项目_
-- [科学计算和数据分析](#科学计算和数据分析) _6 个项目_
-- [数据验证](#数据验证) _7 个项目_
-- [数据可视化](#数据可视化) _14 个项目_
-- [数据库](#数据库) _3 个项目_
-- [数据库驱动](#数据库驱动) _17 个项目_
-- [日期和时间](#日期和时间) _10 个项目_
-- [调试工具](#调试工具) _18 个项目_
-- [深度学习](#深度学习) _7 个项目_
-- [DevOps工具](#DevOps工具) _13 个项目_
-- [分布式计算](#分布式计算) _7 个项目_
-- [分发](#分发) _8 个项目_
-- [文档](#文档) _4 个项目_
-- [下载器](#下载器) _5 个项目_
-- [电子商务](#电子商务) _10 个项目_
-- [Emacs-Python开发环境](#Emacs-Python开发环境) _10 个项目_
-- [电子邮件](#电子邮件) _6 个项目_
-- [企业级应用集成](#企业级应用集成) _1 个项目_
-- [环境管理](#环境管理) _2 个项目_
-- [文件](#文件) _7 个项目_
-- [外来函数接口](#外来函数接口) _4 个项目_
-- [表单](#表单) _6 个项目_
-- [函数式编程](#函数式编程) _7 个项目_
-- [图形用户界面](#图形用户界面) _16 个项目_
-- [GraphQL](#GraphQL) _4 个项目_
-- [游戏开发](#游戏开发) _9 个项目_
-- [地理位置](#地理位置) _5 个项目_
-- [HTML处理](#HTML处理) _11 个项目_
-- [HTTP](#HTTP) _6 个项目_
-- [硬件](#硬件) _7 个项目_
-- [图像处理](#图像处理) _14 个项目_
-- [高性能](#高性能) _13 个项目_
-- [交互式解析器](#交互式解析器) _4 个项目_
-- [国际化](#国际化) _2 个项目_
-- [任务调度](#任务调度) _11 个项目_
-- [日志](#日志) _5 个项目_
-- [机器学习](#机器学习) _9 个项目_
-- [微软的Windows平台](#微软的Windows平台) _5 个项目_
-- [杂项](#杂项) _6 个项目_
-- [自然语言处理](#自然语言处理) _13 个项目_
-- [网络可视化和SDN](#网络可视化和SDN) _3 个项目_
-- [动态消息](#动态消息) _2 个项目_
-- [ORM](#ORM) _13 个项目_
-- [包管理](#包管理) _5 个项目_
-- [包仓库](#包仓库) _4 个项目_
-- [渗透测试](#渗透测试) _3 个项目_
-- [权限](#权限) _2 个项目_
-- [进程](#进程) _3 个项目_
-- [推荐系统](#推荐系统) _8 个项目_
-- [重构](#重构) _3 个项目_
-- [RESTfulAPI](#RESTfulAPI) _13 个项目_
-- [机器人](#机器人) _2 个项目_
-- [RPC服务器](#RPC服务器) _1 个项目_
-- [科学计算和数据分析](#科学计算和数据分析) _21 个项目_
-- [搜索](#搜索) _5 个项目_
-- [序列化](#序列化) _4 个项目_
-- [Serverless框架](#Serverless框架) _2 个项目_
-- [命令行工具](#命令行工具) _1 个项目_
-- [特殊文本格式处理](#特殊文本格式处理) _17 个项目_
-- [静态站点生成器](#静态站点生成器) _5 个项目_
-- [标记](#标记) _1 个项目_
-- [队列](#队列) _5 个项目_
-- [模板引擎](#模板引擎) _3 个项目_
-- [测试](#测试) _30 个项目_
-- [文本处理](#文本处理) _22 个项目_
-- [第三方API](#第三方API) _7 个项目_
-- [URL处理](#URL处理) _4 个项目_
-- [Video](#Video) _3 个项目_
-- [Web资源管理](#Web资源管理) _7 个项目_
-- [网络](#网络) _9 个项目_
-- [HTML处理](#HTML处理) _8 个项目_
-- [Web框架](#Web框架) _8 个项目_
-- [WebSocket](#WebSocket) _3 个项目_
-- [WSGI服务器](#WSGI服务器) _5 个项目_
-
-## 图标解释
-- 🥇🥈🥉 综合项目质量分
-- ⭐️ github上star的数量
-- 🐣 小于6个月的新项目
-- 💤 非活跃项目(6个月未更新)
-- 💀 沉寂项目(12个月未更新)
-- 📈📉 项目趋势(向上or向下)
-- ➕ 最近添加的项目
-- ❗️ 警告(例如 项目没有license)
-- 👨💻 项目的开发贡献者数量
-- 🔀 项目被fork的数量
-- 📋 项目issue的数量
-- ⏱️ 项目包上次更新时间
-- 📥 工具库被下载次数
-- 📦 项目依赖的工具库数量
+本资源清单包含690个python相关的开源工具资源，这些热门工具总共分成91个不同的应用领域，目前在github上已经收到3.5M个点赞。所有的工具(github项目)每周会自动从GitHub和工具维护平台采集信息，并更新排行展示。本清单参考[best-of模板](https://github.com/best-of-lists/best-of)完成，内容参考了[awesome-python](https://github.com/vinta/awesome-python)，欢迎大家提PR丰富本清单。
+## Contents
+
+- [Admin Panels](#admin-panels) _9 projects_
+- [Algorithms and Design Patterns](#algorithms-and-design-patterns) _7 projects_
+- [ASGI Servers](#asgi-servers) _2 projects_
+- [Asynchronous Programming](#asynchronous-programming) _4 projects_
+- [Audio](#audio) _13 projects_
+- [Authentication](#authentication) _9 projects_
+- [Build Tools](#build-tools) _5 projects_
+- [Built-in Classes Enhancement](#built-in-classes-enhancement) _5 projects_
+- [CMS](#cms) _8 projects_
+- [Caching](#caching) _7 projects_
+- [ChatOps Tools](#chatops-tools) _1 projects_
+- [Code Analysis](#code-analysis) _20 projects_
+- [Command-line Interface Development](#command-line-interface-development) _12 projects_
+- [Command-line Tools](#command-line-tools) _16 projects_
+- [Compatibility](#compatibility) _3 projects_
+- [Computer Vision](#computer-vision) _7 projects_
+- [Concurrency and Parallelism](#concurrency-and-parallelism) _5 projects_
+- [Configuration](#configuration) _5 projects_
+- [Cryptography](#cryptography) _4 projects_
+- [Data Analysis](#data-analysis) _6 projects_
+- [Data Validation](#data-validation) _7 projects_
+- [Data Visualization](#data-visualization) _14 projects_
+- [Database](#database) _3 projects_
+- [Database Drivers](#database-drivers) _17 projects_
+- [Date and Time](#date-and-time) _10 projects_
+- [Debugging Tools](#debugging-tools) _18 projects_
+- [Deep Learning](#deep-learning) _7 projects_
+- [DevOps Tools](#devops-tools) _13 projects_
+- [Distributed Computing](#distributed-computing) _7 projects_
+- [Distribution](#distribution) _8 projects_
+- [Documentation](#documentation) _4 projects_
+- [Downloader](#downloader) _5 projects_
+- [E-commerce](#e-commerce) _10 projects_
+- [Editor Plugins and IDEs](#editor-plugins-and-ides) _10 projects_
+- [Email](#email) _6 projects_
+- [Enterprise Application Integrations](#enterprise-application-integrations) _1 projects_
+- [Environment Management](#environment-management) _2 projects_
+- [Files](#files) _7 projects_
+- [Foreign Function Interface](#foreign-function-interface) _4 projects_
+- [Forms](#forms) _6 projects_
+- [Functional Programming](#functional-programming) _7 projects_
+- [GUI Development](#gui-development) _16 projects_
+- [GraphQL](#graphql) _4 projects_
+- [Game Development](#game-development) _9 projects_
+- [Geolocation](#geolocation) _5 projects_
+- [HTML Manipulation](#html-manipulation) _11 projects_
+- [HTTP Clients](#http-clients) _6 projects_
+- [Hardware](#hardware) _7 projects_
+- [Image Processing](#image-processing) _14 projects_
+- [Implementations](#implementations) _13 projects_
+- [Interactive Interpreter](#interactive-interpreter) _4 projects_
+- [Internationalization](#internationalization) _2 projects_
+- [Job Scheduler](#job-scheduler) _11 projects_
+- [Logging](#logging) _5 projects_
+- [Machine Learning](#machine-learning) _9 projects_
+- [Microsoft Windows](#microsoft-windows) _5 projects_
+- [Miscellaneous](#miscellaneous) _6 projects_
+- [Natural Language Processing](#natural-language-processing) _13 projects_
+- [Network Virtualization](#network-virtualization) _3 projects_
+- [News Feed](#news-feed) _2 projects_
+- [ORM](#orm) _13 projects_
+- [Package Management](#package-management) _5 projects_
+- [Package Repositories](#package-repositories) _4 projects_
+- [Penetration Testing](#penetration-testing) _3 projects_
+- [Permissions](#permissions) _2 projects_
+- [Processes](#processes) _3 projects_
+- [Recommender Systems](#recommender-systems) _8 projects_
+- [Refactoring](#refactoring) _3 projects_
+- [RESTful API](#restful-api) _13 projects_
+- [Robotics](#robotics) _2 projects_
+- [RPC Servers](#rpc-servers) _1 projects_
+- [Science](#science) _21 projects_
+- [Search](#search) _5 projects_
+- [Serialization](#serialization) _4 projects_
+- [Serverless Frameworks](#serverless-frameworks) _2 projects_
+- [Shell](#shell) _1 projects_
+- [Specific Formats Processing](#specific-formats-processing) _17 projects_
+- [Static Site Generator](#static-site-generator) _5 projects_
+- [Tagging](#tagging) _1 projects_
+- [Task Queues](#task-queues) _5 projects_
+- [Template Engine](#template-engine) _3 projects_
+- [Testing](#testing) _30 projects_
+- [Text Processing](#text-processing) _22 projects_
+- [Third-party APIs](#third-party-apis) _7 projects_
+- [URL Manipulation](#url-manipulation) _4 projects_
+- [Video](#video) _3 projects_
+- [Web Asset Management](#web-asset-management) _7 projects_
+- [Web Content Extracting](#web-content-extracting) _9 projects_
+- [Web Crawling](#web-crawling) _8 projects_
+- [Web Frameworks](#web-frameworks) _8 projects_
+- [WebSocket](#websocket) _3 projects_
+- [WSGI Servers](#wsgi-servers) _5 projects_
+
+## Explanation
+- 🥇🥈🥉 Combined project-quality score
+- ⭐️ Star count from GitHub
+- 🐣 New project _(less than 6 months old)_
+- 💤 Inactive project _(6 months no activity)_
+- 💀 Dead project _(12 months no activity)_
+- 📈📉 Project is trending up or down
+- ➕ Project was recently added
+- ❗️ Warning _(e.g. missing/risky license)_
+- 👨💻 Contributors count from GitHub
+- 🔀 Fork count from GitHub
+- 📋 Issue count from GitHub
+- ⏱️ Last update timestamp on package manager
+- 📥 Download count from package manager
+- 📦 Number of dependent projects
-## 管理面板
+## Admin Panels
-
+
-_管理界面库。_
+_Libraries for administrative interfaces._
-🔗 django-grappelli - 拥有绚丽外观的 Django Admin 界面。
+🔗 django-grappelli - A jazzy skin for the Django Admin-Interface.
-🔗 django-suit - Django 管理界面的一个替代品 (仅对于非商业用途是免费的)。
+🔗 django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
-flask-admin (🥇33 · ⭐ 5.1K) - 一个用于 Flask 的简单可扩展的管理界面框架。BSD-3
+flask-admin (🥇34 · ⭐ 5.7K · 💤) - Simple and extensible administrative interface framework for.. BSD-3
-- [GitHub](https://github.com/flask-admin/flask-admin) (👨💻 340 · 🔀 1.4K · 📦 16K · 📋 1.3K - 27% open · ⏱️ 12.07.2022):
+- [GitHub](https://github.com/flask-admin/flask-admin) (👨💻 360 · 🔀 1.5K · 📦 26K · 📋 1.4K - 29% open · ⏱️ 15.10.2023):
```
git clone https://github.com/flask-admin/flask-admin
```
-- [PyPi](https://pypi.org/project/flask-admin) (📥 1.5M / month):
+- [PyPi](https://pypi.org/project/flask-admin) (📥 1.1M / month):
```
pip install flask-admin
```
-- [Conda](https://anaconda.org/conda-forge/flask-admin) (📥 130K · ⏱️ 30.01.2022):
+- [Conda](https://anaconda.org/conda-forge/flask-admin) (📥 150K · ⏱️ 16.06.2023):
```
conda install -c conda-forge flask-admin
```
flower (🥈29 · ⭐ 5.3K) - 一个对 Celery 集群进行实时监控和提供 web 管理界面的工具。❗Unlicensed
+flower (🥈30 · ⭐ 6.2K) - Real-time monitor and web admin for Celery. ❗Unlicensed
-- [GitHub](https://github.com/mher/flower) (👨💻 190 · 🔀 900 · 📦 9K · 📋 840 - 11% open · ⏱️ 15.07.2022):
+- [GitHub](https://github.com/mher/flower) (👨💻 210 · 🔀 1K · 📦 18K · 📋 920 - 11% open · ⏱️ 17.12.2023):
```
git clone https://github.com/mher/flower
```
-- [PyPi](https://pypi.org/project/flower) (📥 1.9M / month):
+- [PyPi](https://pypi.org/project/flower) (📥 2.7M / month):
```
pip install flower
```
-- [Conda](https://anaconda.org/conda-forge/flower) (📥 120K · ⏱️ 07.08.2022):
+- [Conda](https://anaconda.org/conda-forge/flower) (📥 200K · ⏱️ 16.10.2023):
```
conda install -c conda-forge flower
```
django-jet (🥈26 · ⭐ 3.3K · 💀) - 具有改进功能的现代响应式 Django 管理界面模板。❗️AGPL-3.0
+django-jet (🥈25 · ⭐ 3.5K · 💀) - Modern responsive template for the Django admin interface.. ❗️AGPL-3.0
-- [GitHub](https://github.com/geex-arts/django-jet) (👨💻 29 · 🔀 660 · 📦 2.7K · 📋 340 - 64% open · ⏱️ 21.05.2019):
+- [GitHub](https://github.com/geex-arts/django-jet) (👨💻 29 · 🔀 670 · 📦 3.2K · 📋 350 - 63% open · ⏱️ 21.05.2019):
```
git clone https://github.com/geex-arts/django-jet
```
-- [PyPi](https://pypi.org/project/django-jet) (📥 29K / month):
+- [PyPi](https://pypi.org/project/django-jet) (📥 10K / month):
```
pip install django-jet
```
@@ -186,14 +186,14 @@ _管理界面库。_
conda install -c conda-forge django-jet
```
ajenti (🥉24 · ⭐ 6.8K) - 一个你的服务器值得拥有的管理面板。MIT
+ajenti (🥉24 · ⭐ 7.4K) - The admin panel your servers deserve. MIT
-- [GitHub](https://github.com/ajenti/ajenti) (👨💻 23 · 🔀 780 · 📦 25 · 📋 1.1K - 1% open · ⏱️ 24.07.2022):
+- [GitHub](https://github.com/ajenti/ajenti) (👨💻 25 · 🔀 820 · 📦 26 · 📋 1.2K - 0% open · ⏱️ 03.03.2024):
```
git clone https://github.com/ajenti/ajenti
```
-- [PyPi](https://pypi.org/project/ajenti) (📥 240 / month):
+- [PyPi](https://pypi.org/project/ajenti) (📥 1K / month):
```
pip install ajenti
```
@@ -202,14 +202,14 @@ _管理界面库。_
conda install -c conda-forge ajenti
```
django-xadmin (🥉24 · ⭐ 4.7K · 💀) - Django admin 的一个替代品，具有很多不错的功能。BSD-3
+django-xadmin (🥉23 · ⭐ 4.7K · 💀) - Drop-in replacement of Django admin comes with lots of.. BSD-3
-- [GitHub](https://github.com/sshwsfc/xadmin) (👨💻 51 · 🔀 1.4K · 📦 770 · 📋 570 - 65% open · ⏱️ 03.04.2019):
+- [GitHub](https://github.com/sshwsfc/xadmin) (👨💻 51 · 🔀 1.4K · 📦 800 · 📋 570 - 64% open · ⏱️ 03.04.2019):
```
git clone https://github.com/sshwsfc/xadmin
```
-- [PyPi](https://pypi.org/project/xadmin) (📥 230 / month):
+- [PyPi](https://pypi.org/project/xadmin) (📥 290 / month):
```
pip install xadmin
```
@@ -218,14 +218,14 @@ _管理界面库。_
conda install -c conda-forge xadmin
```
wooey (🥉22 · ⭐ 1.8K) - 一个 Django 应用，可以为 Python 脚本创建 web 用户界面。BSD-3
+wooey (🥉23 · ⭐ 2.1K) - A Django app which creates automatic web UIs for Python scripts. BSD-3
-- [GitHub](https://github.com/wooey/Wooey) (👨💻 23 · 🔀 170 · 📦 37 · 📋 210 - 23% open · ⏱️ 12.08.2022):
+- [GitHub](https://github.com/wooey/Wooey) (👨💻 24 · 🔀 180 · 📦 48 · 📋 220 - 23% open · ⏱️ 14.12.2023):
```
git clone https://github.com/wooey/wooey
```
-- [PyPi](https://pypi.org/project/wooey) (📥 290 / month):
+- [PyPi](https://pypi.org/project/wooey) (📥 660 / month):
```
pip install wooey
```
@@ -234,14 +234,14 @@ _管理界面库。_
conda install -c conda-forge wooey
```
jet-bridge (🥉16 · ⭐ 1.2K) - 管理面板框架，适用于任何具有良好 UI 的应用（例如 Django）。MIT
+jet-bridge (🥉18 · ⭐ 1.6K) - Admin panel framework for any application with nice UI (ex Jet Django). MIT
-- [GitHub](https://github.com/jet-admin/jet-bridge) (👨💻 4 · 🔀 110 · 📋 13 - 69% open · ⏱️ 22.08.2022):
+- [GitHub](https://github.com/jet-admin/jet-bridge) (👨💻 4 · 🔀 150 · 📋 21 - 33% open · ⏱️ 07.05.2024):
```
git clone https://github.com/jet-admin/jet-bridge
```
-- [PyPi](https://pypi.org/project/jet-bridge) (📥 370 / month):
+- [PyPi](https://pypi.org/project/jet-bridge) (📥 1.1K / month):
```
pip install jet-bridge
```
@@ -252,15 +252,15 @@ _管理界面库。_
-## 算法和设计模式
+## Algorithms and Design Patterns
-
+
-_数据结构、算法和设计模式的 Python 实现。也可以参考 [awesome-algorithms](https://github.com/tayllan/awesome-algorithms) 。_
+_Python implementation of data structures, algorithms and design patterns._
-TheAlgorithms (🥇29 · ⭐ 140K) - 所有算法的 Python 实现。MIT
+TheAlgorithms (🥇31 · ⭐ 180K) - All Algorithms implemented in Python. MIT
-- [GitHub](https://github.com/TheAlgorithms/Python) (👨💻 860 · 🔀 35K · 📋 1.1K - 2% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/TheAlgorithms/Python) (👨💻 1.2K · 🔀 43K · 📦 3 · 📋 1.4K - 2% open · ⏱️ 14.05.2024):
```
git clone https://github.com/TheAlgorithms/Python
@@ -269,83 +269,83 @@ _数据结构、算法和设计模式的 Python 实现。也可以参考 [awesom
```
pip install Python
```
-- [Conda](https://anaconda.org/conda-forge/Python) (📥 62M · ⏱️ 22.08.2022):
+- [Conda](https://anaconda.org/conda-forge/Python) (📥 130M · ⏱️ 19.04.2024):
```
conda install -c conda-forge Python
```
transitions (🥈28 · ⭐ 4.5K) - 轻量级的，面向对象的有限状态机实现。MIT
+transitions (🥈30 · ⭐ 5.4K) - A lightweight, object-oriented finite state machine implementation. MIT
-- [GitHub](https://github.com/pytransitions/transitions) (👨💻 74 · 🔀 480 · 📦 2.4K · 📋 410 - 1% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/pytransitions/transitions) (👨💻 77 · 🔀 510 · 📦 3.4K · 📋 450 - 3% open · ⏱️ 14.05.2024):
```
git clone https://github.com/pytransitions/transitions
```
-- [PyPi](https://pypi.org/project/transitions) (📥 290K / month):
+- [PyPi](https://pypi.org/project/transitions) (📥 620K / month):
```
pip install transitions
```
-- [Conda](https://anaconda.org/conda-forge/transitions) (📥 220K · ⏱️ 24.02.2022):
+- [Conda](https://anaconda.org/conda-forge/transitions) (📥 640K · ⏱️ 14.05.2024):
```
conda install -c conda-forge transitions
```
algorithms (🥈25 · ⭐ 21K) - 数据结构和算法的简单示例。MIT
+algorithms (🥈25 · ⭐ 24K) - Minimal examples of data structures and algorithms. MIT
-- [GitHub](https://github.com/keon/algorithms) (👨💻 190 · 🔀 4.1K · 📦 67 · 📋 160 - 37% open · ⏱️ 29.07.2022):
+- [GitHub](https://github.com/keon/algorithms) (👨💻 200 · 🔀 4.3K · 📦 110 · 📋 160 - 38% open · ⏱️ 05.02.2024):
```
git clone https://github.com/keon/algorithms
```
-- [PyPi](https://pypi.org/project/algorithms) (📥 5.4K / month):
+- [PyPi](https://pypi.org/project/algorithms) (📥 1.6K / month):
```
pip install algorithms
```
-- [Conda](https://anaconda.org/conda-forge/algorithms) (📥 900 · ⏱️ 23.04.2021):
+- [Conda](https://anaconda.org/conda-forge/algorithms) (📥 2.1K · ⏱️ 16.06.2023):
```
conda install -c conda-forge algorithms
```
PyPattyrn (🥉19 · ⭐ 1.6K · 💀) - 一个简单而有效的库，用于实现常见的设计模式。MIT
+python-patterns (🥉19 · ⭐ 40K · 💀) - A collection of design patterns in Python. ❗Unlicensed
-- [GitHub](https://github.com/tylerlaberge/PyPattyrn) (👨💻 4 · 🔀 120 · 📦 27 · ⏱️ 09.02.2020):
+- [GitHub](https://github.com/faif/python-patterns) (👨💻 130 · 🔀 6.6K · 📦 21 · 📋 87 - 14% open · ⏱️ 27.01.2023):
```
- git clone https://github.com/tylerlaberge/PyPattyrn
+ git clone https://github.com/faif/python-patterns
```
-- [PyPi](https://pypi.org/project/PyPattyrn) (📥 6.3K / month):
+- [PyPi](https://pypi.org/project/python-patterns) (📥 30 / month):
```
- pip install PyPattyrn
+ pip install python-patterns
```
-- [Conda](https://anaconda.org/conda-forge/PyPattyrn):
+- [Conda](https://anaconda.org/conda-forge/python-patterns):
```
- conda install -c conda-forge PyPattyrn
+ conda install -c conda-forge python-patterns
```
python-patterns (🥉16 · ⭐ 35K) - 一个 Python 设计模式集合。❗Unlicensed
+PyPattyrn (🥉19 · ⭐ 2.2K · 💀) - A simple yet effective library for implementing common design.. MIT
-- [GitHub](https://github.com/faif/python-patterns) (👨💻 120 · 🔀 6.2K · 📋 80 - 13% open · ⏱️ 08.08.2022):
+- [GitHub](https://github.com/tylerlaberge/PyPattyrn) (👨💻 4 · 🔀 150 · 📦 48 · ⏱️ 09.02.2020):
```
- git clone https://github.com/faif/python-patterns
+ git clone https://github.com/tylerlaberge/PyPattyrn
```
-- [PyPi](https://pypi.org/project/python-patterns) (📥 16 / month):
+- [PyPi](https://pypi.org/project/PyPattyrn) (📥 1.4K / month):
```
- pip install python-patterns
+ pip install PyPattyrn
```
-- [Conda](https://anaconda.org/conda-forge/python-patterns):
+- [Conda](https://anaconda.org/conda-forge/PyPattyrn):
```
- conda install -c conda-forge python-patterns
+ conda install -c conda-forge PyPattyrn
```
python-ds (🥉16 · ⭐ 1.8K) - 用于面试的数据结构和算法的集合。MIT
+python-ds (🥉17 · ⭐ 2.7K) - A collection of data structure and algorithms for coding interviews. MIT
-- [GitHub](https://github.com/prabhupant/python-ds) (👨💻 110 · 🔀 480 · 📋 86 - 20% open · ⏱️ 07.04.2022):
+- [GitHub](https://github.com/prabhupant/python-ds) (👨💻 110 · 🔀 580 · 📋 90 - 1% open · ⏱️ 06.04.2024):
```
git clone https://github.com/prabhupant/python-ds
```
-- [PyPi](https://pypi.org/project/python-ds) (📥 11 / month):
+- [PyPi](https://pypi.org/project/python-ds) (📥 34 / month):
```
pip install python-ds
```
@@ -354,9 +354,9 @@ _数据结构、算法和设计模式的 Python 实现。也可以参考 [awesom
conda install -c conda-forge python-ds
```
sortedcontainers (🥉15 · ⭐ 2.7K) - 排序集合的快速的纯 Python 实现。❗Unlicensed
+sortedcontainers (🥉15 · ⭐ 3.2K) - Fast and pure-Python implementation of sorted.. ❗Unlicensed
-- [GitHub](https://github.com/grantjenks/python-sortedcontainers) (👨💻 22 · 🔀 170 · 📋 160 - 7% open · ⏱️ 20.08.2022):
+- [GitHub](https://github.com/grantjenks/python-sortedcontainers) (👨💻 24 · 🔀 190 · 📋 180 - 9% open · ⏱️ 01.03.2024):
```
git clone https://github.com/grantjenks/python-sortedcontainers
@@ -372,170 +372,170 @@ _数据结构、算法和设计模式的 Python 实现。也可以参考 [awesom
-## ASGI 服务器
+## ASGI Servers
-
+
-_兼容 ASGI 的 web 服务器。_
+_compatible web servers._
-daphne (🥇27 · ⭐ 1.8K) - 用于 ASGI 和 ASGI-HTTP 的，支持 HTTP，HTTP2 和 WebSocket 协议的服务器。BSD-3
+uvicorn (🥇38 · ⭐ 7.9K · 📈) - A lightning-fast ASGI server implementation, using uvloop and.. BSD-3
-- [GitHub](https://github.com/django/daphne) (👨💻 62 · 🔀 210 · 📦 15K · 📋 290 - 12% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/encode/uvicorn) (👨💻 180 · 🔀 660 · 📦 360K · 📋 680 - 3% open · ⏱️ 15.05.2024):
```
- git clone https://github.com/django/daphne
+ git clone https://github.com/encode/uvicorn
```
-- [PyPi](https://pypi.org/project/daphne) (📥 480K / month):
+- [PyPi](https://pypi.org/project/uvicorn) (📥 29M / month):
```
- pip install daphne
+ pip install uvicorn
```
-- [Conda](https://anaconda.org/conda-forge/daphne) (📥 100K · ⏱️ 07.04.2021):
+- [Conda](https://anaconda.org/conda-forge/uvicorn) (📥 2.5M · ⏱️ 20.03.2024):
```
- conda install -c conda-forge daphne
+ conda install -c conda-forge uvicorn
```
uvicorn (🥉26 · ⭐ 5.6K) - 使用 uvloop 和 httptools 实现的闪电般快速的 ASGI 服务器。BSD-3
+daphne (🥉28 · ⭐ 2.3K) - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. BSD-3
-- [GitHub](https://github.com/encode/uvicorn) (👨💻 130 · 🔀 460 · 📋 600 - 7% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/django/daphne) (👨💻 70 · 🔀 250 · 📦 28K · 📋 310 - 11% open · ⏱️ 11.04.2024):
```
- git clone https://github.com/encode/uvicorn
+ git clone https://github.com/django/daphne
```
-- [PyPi](https://pypi.org/project/uvicorn) (📥 9M / month):
+- [PyPi](https://pypi.org/project/daphne) (📥 1.1M / month):
```
- pip install uvicorn
+ pip install daphne
```
-- [Conda](https://anaconda.org/conda-forge/uvicorn) (📥 1.1M · ⏱️ 24.08.2022):
+- [Conda](https://anaconda.org/conda-forge/daphne) (📥 180K · ⏱️ 11.04.2024):
```
- conda install -c conda-forge uvicorn
+ conda install -c conda-forge daphne
```
-## 网络
+## Asynchronous Programming
-
+
-_用于网络编程的库。_
+_Asynchronous I/O, event loop, coroutines and tasks._
-🔗 awesome-asyncio ( ⭐ 3.6K) - A curated list of awesome Python asyncio frameworks, libraries, software..
+🔗 awesome-asyncio ( ⭐ 4.4K · 💀) - A curated list of awesome Python asyncio frameworks, libraries,..
-🔗 Twisted - 一个事件驱动的网络引擎。
+🔗 Twisted - An event-driven networking engine.
-uvloop (🥇33 · ⭐ 8.8K) - Ultra fast asyncio event loop. Apache-2
+uvloop (🥇34 · ⭐ 10K · 💤) - Ultra fast asyncio event loop. Apache-2
-- [GitHub](https://github.com/MagicStack/uvloop) (👨💻 50 · 🔀 440 · 📥 350 · 📦 49K · 📋 290 - 20% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/MagicStack/uvloop) (👨💻 60 · 🔀 510 · 📥 440 · 📦 130K · 📋 350 - 25% open · ⏱️ 22.10.2023):
```
git clone https://github.com/MagicStack/uvloop
```
-- [PyPi](https://pypi.org/project/uvloop) (📥 8.6M / month):
+- [PyPi](https://pypi.org/project/uvloop) (📥 13M / month):
```
pip install uvloop
```
-- [Conda](https://anaconda.org/conda-forge/uvloop) (📥 470K · ⏱️ 02.11.2021):
+- [Conda](https://anaconda.org/conda-forge/uvloop) (📥 710K · ⏱️ 23.10.2023):
```
conda install -c conda-forge uvloop
```
trio (🥉29 · ⭐ 4.8K) - 异步并发和 I/O 友好的库。❗Unlicensed
+trio (🥉33 · ⭐ 5.9K) - A friendly library for async concurrency and I/O. ❗Unlicensed
-- [GitHub](https://github.com/python-trio/trio) (👨💻 130 · 🔀 260 · 📦 14K · 📋 670 - 39% open · ⏱️ 22.08.2022):
+- [GitHub](https://github.com/python-trio/trio) (👨💻 160 · 🔀 320 · 📦 60K · 📋 780 - 34% open · ⏱️ 16.05.2024):
```
git clone https://github.com/python-trio/trio
```
-- [PyPi](https://pypi.org/project/trio) (📥 5.8M / month):
+- [PyPi](https://pypi.org/project/trio) (📥 12M / month):
```
pip install trio
```
-- [Conda](https://anaconda.org/conda-forge/trio) (📥 780K · ⏱️ 08.06.2022):
+- [Conda](https://anaconda.org/conda-forge/trio) (📥 1.6M · ⏱️ 16.05.2024):
```
conda install -c conda-forge trio
```
-## 音频
+## Audio
-
+
-_用来操作音频的库_
+_Libraries for manipulating audio and its metadata._
-🔗 mingus - 一个高级音乐理论和曲谱包，支持 MIDI 文件和回放功能。
+🔗 mingus - An advanced music theory and notation package with MIDI file and playback support.
-beets (🥇30 · ⭐ 11K) - 一个音乐库管理器和 MusicBrainz 标记器。MIT
+pydub (🥇33 · ⭐ 8.4K · 💀) - Manipulate audio with a simple and easy high level interface. MIT
-- [GitHub](https://github.com/beetbox/beets) (👨💻 510 · 🔀 1.7K · 📥 7.7K · 📦 260 · 📋 2.5K - 18% open · ⏱️ 21.08.2022):
+- [GitHub](https://github.com/jiaaro/pydub) (👨💻 95 · 🔀 990 · 📦 57K · 📋 560 - 51% open · ⏱️ 08.12.2022):
```
- git clone https://github.com/beetbox/beets
+ git clone https://github.com/jiaaro/pydub
```
-- [PyPi](https://pypi.org/project/beets) (📥 1.7K / month):
+- [PyPi](https://pypi.org/project/pydub) (📥 4.6M / month):
```
- pip install beets
+ pip install pydub
```
-- [Conda](https://anaconda.org/conda-forge/beets):
+- [Conda](https://anaconda.org/conda-forge/pydub) (📥 93K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge beets
+ conda install -c conda-forge pydub
```
pydub (🥇30 · ⭐ 6.3K) - 通过简单、简洁的高层接口来操作音频文件。MIT
+beets (🥇31 · ⭐ 12K) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. MIT
-- [GitHub](https://github.com/jiaaro/pydub) (👨💻 92 · 🔀 840 · 📦 14K · 📋 490 - 46% open · ⏱️ 14.05.2022):
+- [GitHub](https://github.com/beetbox/beets) (👨💻 570 · 🔀 1.8K · 📥 9.2K · 📦 370 · 📋 2.7K - 20% open · ⏱️ 07.05.2024):
```
- git clone https://github.com/jiaaro/pydub
+ git clone https://github.com/beetbox/beets
```
-- [PyPi](https://pypi.org/project/pydub) (📥 1.6M / month):
+- [PyPi](https://pypi.org/project/beets) (📥 8.6K / month):
```
- pip install pydub
+ pip install beets
```
-- [Conda](https://anaconda.org/conda-forge/pydub) (📥 28K · ⏱️ 13.03.2021):
+- [Conda](https://anaconda.org/conda-forge/beets) (📥 820 · ⏱️ 18.06.2023):
```
- conda install -c conda-forge pydub
+ conda install -c conda-forge beets
```
mutagen (🥈27 · ⭐ 1K) - 一个用来处理音频元数据的 Python 模块。❗️GPL-2.0
+mutagen (🥈27 · ⭐ 1.4K · 💤) - A Python module to handle audio metadata. ❗️GPL-2.0
-- [GitHub](https://github.com/quodlibet/mutagen) (👨💻 37 · 🔀 120 · 📥 56K · 📦 8K · 📋 480 - 19% open · ⏱️ 16.07.2022):
+- [GitHub](https://github.com/quodlibet/mutagen) (👨💻 44 · 🔀 150 · 📥 62K · 📦 19K · 📋 510 - 19% open · ⏱️ 28.10.2023):
```
git clone https://github.com/quodlibet/mutagen
```
-- [PyPi](https://pypi.org/project/mutagen) (📥 1.7M / month):
+- [PyPi](https://pypi.org/project/mutagen) (📥 1.8M / month):
```
pip install mutagen
```
-- [Conda](https://anaconda.org/conda-forge/mutagen) (📥 130K · ⏱️ 30.05.2021):
+- [Conda](https://anaconda.org/conda-forge/mutagen) (📥 190K · ⏱️ 03.09.2023):
```
conda install -c conda-forge mutagen
```
eyeD3 (🥈25 · ⭐ 390) - 一个用来操作音频文件的工具，具体来讲就是包含 ID3 元信息的 MP3 文件。❗️GPL-3.0
+audioread (🥈26 · ⭐ 480) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. MIT
-- [GitHub](https://github.com/nicfit/eyeD3) (👨💻 24 · 🔀 54 · 📥 2.3K · 📦 1.9K · 📋 180 - 24% open · ⏱️ 29.07.2022):
+- [GitHub](https://github.com/beetbox/audioread) (👨💻 24 · 🔀 100 · 📦 21K · 📋 90 - 36% open · ⏱️ 15.12.2023):
```
- git clone https://github.com/nicfit/eyeD3
+ git clone https://github.com/beetbox/audioread
```
-- [PyPi](https://pypi.org/project/eyeD3) (📥 41K / month):
+- [PyPi](https://pypi.org/project/audioread) (📥 2.1M / month):
```
- pip install eyeD3
+ pip install audioread
```
-- [Conda](https://anaconda.org/conda-forge/eyeD3):
+- [Conda](https://anaconda.org/conda-forge/audioread) (📥 770K · ⏱️ 30.09.2023):
```
- conda install -c conda-forge eyeD3
+ conda install -c conda-forge audioread
```
pyAudioAnalysis (🥈24 · ⭐ 4.9K) - 音频特征提取，分类，分段和应用。Apache-2
+pyAudioAnalysis (🥈25 · ⭐ 5.7K · 💤) - Audio feature extraction, classification, segmentation.. Apache-2
-- [GitHub](https://github.com/tyiannak/pyAudioAnalysis) (👨💻 26 · 🔀 1.1K · 📦 290 · 📋 290 - 59% open · ⏱️ 19.04.2022):
+- [GitHub](https://github.com/tyiannak/pyAudioAnalysis) (👨💻 28 · 🔀 1.2K · 📦 460 · 📋 310 - 60% open · ⏱️ 22.10.2023):
```
git clone https://github.com/tyiannak/pyAudioAnalysis
```
-- [PyPi](https://pypi.org/project/pyAudioAnalysis) (📥 21K / month):
+- [PyPi](https://pypi.org/project/pyAudioAnalysis) (📥 18K / month):
```
pip install pyAudioAnalysis
```
@@ -544,46 +544,46 @@ _用来操作音频的库_
conda install -c conda-forge pyAudioAnalysis
```
librosa (🥉23 · ⭐ 5.4K) - 音频音乐分析 Python 库。ISC
+eyeD3 (🥈25 · ⭐ 530) - A tool for working with audio files, specifically MP3 files containing.. ❗️GPL-3.0
-- [GitHub](https://github.com/librosa/librosa) (👨💻 110 · 🔀 810 · 📋 1K - 4% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/nicfit/eyeD3) (👨💻 26 · 🔀 58 · 📥 3.3K · 📦 3.3K · 📋 220 - 29% open · ⏱️ 07.01.2024):
```
- git clone https://github.com/librosa/librosa
+ git clone https://github.com/nicfit/eyeD3
```
-- [PyPi](https://pypi.org/project/librosa) (📥 1.2M / month):
+- [PyPi](https://pypi.org/project/eyeD3) (📥 50K / month):
```
- pip install librosa
+ pip install eyeD3
```
-- [Conda](https://anaconda.org/conda-forge/librosa) (📥 510K · ⏱️ 27.06.2022):
+- [Conda](https://anaconda.org/conda-forge/eyeD3):
```
- conda install -c conda-forge librosa
+ conda install -c conda-forge eyeD3
```
tinytag (🥉23 · ⭐ 560) - 一个用来读取 MP3, OGG, FLAC 以及 Wave 文件音乐元数据的库。MIT
+librosa (🥉22 · ⭐ 6.7K) - Python library for audio and music analysis. ISC
-- [GitHub](https://github.com/devsnd/tinytag) (👨💻 22 · 🔀 88 · 📦 580 · 📋 93 - 12% open · ⏱️ 13.08.2022):
+- [GitHub](https://github.com/librosa/librosa) (👨💻 120 · 🔀 900 · 📋 1.2K - 4% open · ⏱️ 14.05.2024):
```
- git clone https://github.com/devsnd/tinytag
+ git clone https://github.com/librosa/librosa
```
-- [PyPi](https://pypi.org/project/tinytag) (📥 85K / month):
+- [PyPi](https://pypi.org/project/librosa) (📥 2.8M / month):
```
- pip install tinytag
+ pip install librosa
```
-- [Conda](https://anaconda.org/conda-forge/tinytag):
+- [Conda](https://anaconda.org/conda-forge/librosa) (📥 740K · ⏱️ 15.05.2024):
```
- conda install -c conda-forge tinytag
+ conda install -c conda-forge librosa
```
kapre (🥉22 · ⭐ 850) - Keras 音频处理器。MIT
+kapre (🥉21 · ⭐ 910 · 💀) - Keras Audio Preprocessors. MIT
-- [GitHub](https://github.com/keunwoochoi/kapre) (👨💻 13 · 🔀 140 · 📥 22 · 📦 1.8K · 📋 94 - 12% open · ⏱️ 04.07.2022):
+- [GitHub](https://github.com/keunwoochoi/kapre) (👨💻 13 · 🔀 140 · 📥 26 · 📦 2.4K · 📋 97 - 15% open · ⏱️ 04.07.2022):
```
git clone https://github.com/keunwoochoi/kapre
```
-- [PyPi](https://pypi.org/project/kapre) (📥 3.6K / month):
+- [PyPi](https://pypi.org/project/kapre) (📥 1.3K / month):
```
pip install kapre
```
@@ -592,14 +592,14 @@ _用来操作音频的库_
conda install -c conda-forge kapre
```
dejavu (🥉19 · ⭐ 5.8K · 💀) - 音频指纹提取和识别。MIT
+dejavu (🥉20 · ⭐ 6.3K · 💀) - Audio fingerprinting and recognition. MIT
-- [GitHub](https://github.com/worldveil/dejavu) (👨💻 22 · 🔀 1.3K · 📦 23 · 📋 210 - 39% open · ⏱️ 03.06.2020):
+- [GitHub](https://github.com/worldveil/dejavu) (👨💻 23 · 🔀 1.3K · 📦 21 · 📋 240 - 43% open · ⏱️ 03.06.2020):
```
git clone https://github.com/worldveil/dejavu
```
-- [PyPi](https://pypi.org/project/dejavu) (📥 84 / month):
+- [PyPi](https://pypi.org/project/dejavu) (📥 160 / month):
```
pip install dejavu
```
@@ -608,14 +608,14 @@ _用来操作音频的库_
conda install -c conda-forge dejavu
```
matchering (🥉19 · ⭐ 660) - 用于音频母带制作的库。❗️GPL-3.0
+matchering (🥉19 · ⭐ 1.2K) - A library for automated reference audio mastering. ❗️GPL-3.0
-- [GitHub](https://github.com/sergree/matchering) (👨💻 3 · 🔀 88 · 📦 10 · 📋 36 - 27% open · ⏱️ 18.08.2022):
+- [GitHub](https://github.com/sergree/matchering) (👨💻 3 · 🔀 140 · 📦 38 · 📋 47 - 34% open · ⏱️ 29.01.2024):
```
git clone https://github.com/sergree/matchering
```
-- [PyPi](https://pypi.org/project/matchering) (📥 630 / month):
+- [PyPi](https://pypi.org/project/matchering) (📥 1.6K / month):
```
pip install matchering
```
@@ -624,118 +624,134 @@ _用来操作音频的库_
conda install -c conda-forge matchering
```
audioread (🥉19 · ⭐ 410 · 📉) - 交叉库 (GStreamer + Core Audio + MAD + FFmpeg) 音频解码。MIT
+TimeSide (🥉19 · ⭐ 370 · 💀) - Open web audio processing framework. ❗️AGPL-3.0
-- [GitHub](https://github.com/beetbox/audioread) (👨💻 22 · 🔀 94 · 📋 80 - 38% open · ⏱️ 12.08.2022):
+- [GitHub](https://github.com/yomguy/TimeSide) (👨💻 22 · 🔀 60 · 📦 17 · 📋 220 - 15% open · ⏱️ 01.02.2023):
```
- git clone https://github.com/beetbox/audioread
+ git clone https://github.com/Parisson/TimeSide
```
-- [PyPi](https://pypi.org/project/audioread) (📥 1.2M / month):
+- [PyPi](https://pypi.org/project/TimeSide) (📥 260 / month):
```
- pip install audioread
+ pip install TimeSide
```
-- [Conda](https://anaconda.org/conda-forge/audioread) (📥 480K · ⏱️ 14.08.2022):
+- [Conda](https://anaconda.org/conda-forge/TimeSide):
```
- conda install -c conda-forge audioread
+ conda install -c conda-forge TimeSide
```
TimeSide (🥉18 · ⭐ 330) - 开源 web 音频处理框架。❗️AGPL-3.0
+tinytag (🥉18 · ⭐ 670) - A library for reading music meta data of MP3, OGG, FLAC and Wave files. MIT
-- [GitHub](https://github.com/Parisson/TimeSide) (👨💻 22 · 🔀 55 · 📦 16 · 📋 210 - 27% open · ⏱️ 22.07.2022):
+- [GitHub](https://github.com/devsnd/tinytag) (👨💻 26 · 🔀 99 · 📋 110 - 5% open · ⏱️ 12.05.2024):
```
- git clone https://github.com/Parisson/TimeSide
+ git clone https://github.com/devsnd/tinytag
```
-- [PyPi](https://pypi.org/project/TimeSide) (📥 31 / month):
+- [PyPi](https://pypi.org/project/tinytag) (📥 29K / month):
```
- pip install TimeSide
+ pip install tinytag
```
-- [Conda](https://anaconda.org/conda-forge/TimeSide):
+- [Conda](https://anaconda.org/conda-forge/tinytag):
```
- conda install -c conda-forge TimeSide
+ conda install -c conda-forge tinytag
```
-## 验证
+## Authentication
-
+
-_实现验证方案的库。_
+_Libraries for implementing authentications schemes._
-oauthlib (🥇36 · ⭐ 2.4K) - 一个 OAuth 请求-签名逻辑通用、 完整的实现。BSD-3
+oauthlib (🥇36 · ⭐ 2.8K) - A generic and thorough implementation of the OAuth request-signing.. BSD-3
-- [GitHub](https://github.com/oauthlib/oauthlib) (👨💻 190 · 🔀 440 · 📦 250K · 📋 350 - 21% open · ⏱️ 05.07.2022):
+- [GitHub](https://github.com/oauthlib/oauthlib) (👨💻 200 · 🔀 470 · 📦 530K · 📋 370 - 21% open · ⏱️ 06.01.2024):
```
git clone https://github.com/idan/oauthlib
```
-- [PyPi](https://pypi.org/project/oauthlib) (📥 93M / month):
+- [PyPi](https://pypi.org/project/oauthlib) (📥 130M / month):
```
pip install oauthlib
```
-- [Conda](https://anaconda.org/conda-forge/oauthlib) (📥 5.7M · ⏱️ 30.01.2022):
+- [Conda](https://anaconda.org/conda-forge/oauthlib) (📥 11M · ⏱️ 16.06.2023):
```
conda install -c conda-forge oauthlib
```
pyjwt (🥈35 · ⭐ 4.3K) - JSON Web 令牌草案 01。MIT
+pyjwt (🥈35 · ⭐ 4.9K) - JSON Web Token implementation in Python. MIT
-- [GitHub](https://github.com/jpadilla/pyjwt) (👨💻 120 · 🔀 570 · 📦 240K · 📋 360 - 3% open · ⏱️ 14.08.2022):
+- [GitHub](https://github.com/jpadilla/pyjwt) (👨💻 140 · 🔀 650 · 📦 560K · 📋 430 - 3% open · ⏱️ 11.05.2024):
```
git clone https://github.com/jpadilla/pyjwt
```
-- [PyPi](https://pypi.org/project/pyjwt) (📥 97M / month):
+- [PyPi](https://pypi.org/project/pyjwt) (📥 160M / month):
```
pip install pyjwt
```
-- [Conda](https://anaconda.org/conda-forge/pyjwt) (📥 7.4M · ⏱️ 12.05.2022):
+- [Conda](https://anaconda.org/conda-forge/pyjwt) (📥 13M · ⏱️ 02.02.2024):
```
conda install -c conda-forge pyjwt
```
django-allauth (🥈34 · ⭐ 7.4K) - Django 的验证应用。MIT
+authlib (🥈34 · ⭐ 4.3K) - JavaScript Object Signing and Encryption draft implementation. BSD-3
+
+- [GitHub](https://github.com/lepture/authlib) (👨💻 110 · 🔀 410 · 📦 33K · 📋 430 - 18% open · ⏱️ 08.04.2024):
+
+ ```
+ git clone https://github.com/lepture/authlib
+ ```
+- [PyPi](https://pypi.org/project/authlib) (📥 9.9M / month):
+ ```
+ pip install authlib
+ ```
+- [Conda](https://anaconda.org/conda-forge/authlib) (📥 130K · ⏱️ 18.12.2023):
+ ```
+ conda install -c conda-forge authlib
+ ```
+django-allauth (🥈32 · ⭐ 8.9K) - Authentication app for Django that just works. MIT
-- [GitHub](https://github.com/pennersr/django-allauth) (👨💻 590 · 🔀 2.5K · 📦 99K · 📋 1.9K - 15% open · ⏱️ 19.06.2022):
+- [GitHub](https://github.com/pennersr/django-allauth) (👨💻 710 · 🔀 2.9K · 📦 220K · 📋 2.2K - 1% open · ⏱️ 16.05.2024):
```
git clone https://github.com/pennersr/django-allauth
```
-- [PyPi](https://pypi.org/project/django-allauth) (📥 560K / month):
+- [PyPi](https://pypi.org/project/django-allauth) (📥 870K / month):
```
pip install django-allauth
```
-- [Conda](https://anaconda.org/conda-forge/django-allauth) (📥 76K · ⏱️ 07.06.2022):
+- [Conda](https://anaconda.org/conda-forge/django-allauth) (📥 120K · ⏱️ 15.05.2024):
```
conda install -c conda-forge django-allauth
```
authlib (🥈34 · ⭐ 3.2K · 📈) - 一个强大的Python库，用来构建 OAuth 和 OpenID 服务端。包括：JWS, JWK, JWA, JWT。BSD-3
+python-oauth2 (🥉27 · ⭐ 3K · 💀) - A fully tested, abstract interface to creating OAuth clients.. MIT
-- [GitHub](https://github.com/lepture/authlib) (👨💻 84 · 🔀 320 · 📦 22K · 📋 330 - 12% open · ⏱️ 09.08.2022):
+- [GitHub](https://github.com/joestump/python-oauth2) (👨💻 42 · 🔀 810 · 📦 11K · 📋 130 - 39% open · ⏱️ 12.02.2018):
```
- git clone https://github.com/lepture/authlib
+ git clone https://github.com/joestump/python-oauth2
```
-- [PyPi](https://pypi.org/project/authlib) (📥 5.2M / month):
+- [PyPi](https://pypi.org/project/python-oauth2) (📥 43K / month):
```
- pip install authlib
+ pip install python-oauth2
```
-- [Conda](https://anaconda.org/conda-forge/authlib) (📥 81K · ⏱️ 07.04.2022):
+- [Conda](https://anaconda.org/conda-forge/python-oauth2) (📥 90K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge authlib
+ conda install -c conda-forge python-oauth2
```
python-social-auth (🥉28 · ⭐ 2.8K · 💀) - 一个设置简单的社会化验证方式。BSD-3
+python-social-auth (🥉27 · ⭐ 2.8K · 💀) - An easy-to-setup social authentication mechanism. BSD-3
-- [GitHub](https://github.com/omab/python-social-auth) (👨💻 280 · 🔀 1.1K · 📦 5.4K · 📋 660 - 2% open · ⏱️ 04.02.2017):
+- [GitHub](https://github.com/omab/python-social-auth) (👨💻 280 · 🔀 1K · 📦 6K · 📋 660 - 3% open · ⏱️ 04.02.2017):
```
git clone https://github.com/omab/python-social-auth
```
-- [PyPi](https://pypi.org/project/python-social-auth) (📥 30K / month):
+- [PyPi](https://pypi.org/project/python-social-auth) (📥 47K / month):
```
pip install python-social-auth
```
@@ -744,46 +760,42 @@ _实现验证方案的库。_
conda install -c conda-forge python-social-auth
```
python-oauth2 (🥉27 · ⭐ 3K · 💀) - 一个完全测试的抽象接口。用来创建 OAuth 客户端和服务端。MIT
+django-oauth-toolkit (🥉24 · ⭐ 3K) - OAuth 2 goodies for Django. ❗Unlicensed
-- [GitHub](https://github.com/joestump/python-oauth2) (👨💻 42 · 🔀 800 · 📦 9.6K · 📋 130 - 38% open · ⏱️ 12.02.2018):
+- [GitHub](https://github.com/jazzband/django-oauth-toolkit) (👨💻 250 · 🔀 730 · 📋 820 - 20% open · ⏱️ 13.05.2024):
```
- git clone https://github.com/joestump/python-oauth2
+ git clone https://github.com/evonove/django-oauth-toolkit
```
-- [PyPi](https://pypi.org/project/python-oauth2) (📥 42K / month):
+- [PyPi](https://pypi.org/project/django-oauth-toolkit) (📥 760K / month):
```
- pip install python-oauth2
+ pip install django-oauth-toolkit
```
-- [Conda](https://anaconda.org/conda-forge/python-oauth2) (📥 86K · ⏱️ 28.06.2019):
+- [Conda](https://anaconda.org/conda-forge/django-oauth-toolkit) (📥 5.8K · ⏱️ 05.07.2023):
```
- conda install -c conda-forge python-oauth2
+ conda install -c conda-forge django-oauth-toolkit
```
django-oauth-toolkit (🥉24 · ⭐ 2.6K) - 为 Django 用户准备的 OAuth2。❗Unlicensed
+python-jose (🥉17 · ⭐ 1.5K · 💤) - A JOSE implementation in Python. MIT
-- [GitHub](https://github.com/jazzband/django-oauth-toolkit) (👨💻 210 · 🔀 660 · 📋 720 - 20% open · ⏱️ 06.08.2022):
+- [GitHub](https://github.com/mpdavis/python-jose) (🔀 220 · 📋 150 - 49% open · ⏱️ 03.05.2023):
```
- git clone https://github.com/evonove/django-oauth-toolkit
- ```
-- [PyPi](https://pypi.org/project/django-oauth-toolkit) (📥 350K / month):
- ```
- pip install django-oauth-toolkit
+ git clone https://github.com/mpdavis/python-jose/
```
-- [Conda](https://anaconda.org/conda-forge/django-oauth-toolkit):
+- [Conda](https://anaconda.org/conda-forge/):
```
- conda install -c conda-forge django-oauth-toolkit
+ conda install -c conda-forge
```
python-jwt (🥉18 · ⭐ 200) - 一个用来生成和验证 JSON Web 令牌的模块。MIT
+python-jwt (🥉17 · ⭐ 220) - A module for generating and verifying JSON Web Tokens. MIT
-- [GitHub](https://github.com/davedoesdev/python-jwt) (👨💻 5 · 🔀 23 · ⏱️ 03.07.2022):
+- [GitHub](https://github.com/davedoesdev/python-jwt) (👨💻 5 · 🔀 27 · ⏱️ 13.11.2023):
```
git clone https://github.com/davedoesdev/python-jwt
```
-- [PyPi](https://pypi.org/project/python-jwt) (📥 230K / month):
+- [PyPi](https://pypi.org/project/python-jwt) (📥 210K / month):
```
pip install python-jwt
```
@@ -792,51 +804,39 @@ _实现验证方案的库。_
conda install -c conda-forge python-jwt
```
python-jose (🥉17 · ⭐ 1.2K) - python 版 JOSE 实现。MIT
-
-- [GitHub](https://github.com/mpdavis/python-jose) (🔀 200 · 📋 130 - 41% open · ⏱️ 09.02.2022):
-
- ```
- git clone https://github.com/mpdavis/python-jose/
- ```
-- [Conda](https://anaconda.org/conda-forge/):
- ```
- conda install -c conda-forge
- ```
-
-## 构建工具
+## Build Tools
-
+
-_将源码编译成软件。_
+_Compile software from source code._
-🔗 BitBake - 针对嵌入式 Linux 的类似 make 的构建工具。
+🔗 BitBake - A make-like build tool for embedded Linux.
-🔗 buildout - 一个构建系统，从多个组件来创建，组装和部署应用。
+🔗 buildout - A build system for creating, assembling and deploying applications from multiple parts.
-🔗 SCons - 软件构建工具。
+🔗 SCons - A software construction tool.
-pybuilder (🥇24 · ⭐ 1.4K) - 纯 Python 实现的持续化构建工具。Apache-2
+pybuilder (🥇23 · ⭐ 1.6K) - A continuous build tool written in pure Python. Apache-2
-- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 38 · 🔀 230 · 📋 500 - 16% open · ⏱️ 20.08.2022):
+- [GitHub](https://github.com/pybuilder/pybuilder) (👨💻 39 · 🔀 240 · 📋 510 - 17% open · ⏱️ 14.02.2024):
```
git clone https://github.com/pybuilder/pybuilder
```
-- [PyPi](https://pypi.org/project/pybuilder) (📥 28K / month):
+- [PyPi](https://pypi.org/project/pybuilder) (📥 26K / month):
```
pip install pybuilder
```
-- [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 19K · ⏱️ 11.08.2022):
+- [Conda](https://anaconda.org/conda-forge/pybuilder) (📥 71K · ⏱️ 14.02.2024):
```
conda install -c conda-forge pybuilder
```
PlatformIO (🥉20 · ⭐ 6.1K) - 多平台命令行构建工具。Apache-2
+PlatformIO (🥉20 · ⭐ 7.6K) - A console tool to build code with different development platforms. Apache-2
-- [GitHub](https://github.com/platformio/platformio-core) (👨💻 69 · 🔀 640 · 📋 3.8K - 3% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/platformio/platformio-core) (👨💻 85 · 🔀 750 · 📦 1 · 📋 4.1K - 5% open · ⏱️ 10.05.2024):
```
git clone https://github.com/platformio/platformio-core
@@ -852,100 +852,100 @@ _将源码编译成软件。_
-## 内置类的增强版实现
+## Built-in Classes Enhancement
-
+
-_一些 Python 内置类的增强版实现库。_
+_Libraries for enhancing Python built-in classes._
-🔗 dataclasses - （Python 标准库）将文件名映射为 MIME 类型。
+🔗 dataclasses - (Python standard library) Data classes.
-attrs (🥇34 · ⭐ 4.4K) - 一个在类定义时可替换 `__init__`, `__eq__`, `__repr__`等方法的样板。MIT
+attrs (🥇36 · ⭐ 5.1K) - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class.. MIT
-- [GitHub](https://github.com/python-attrs/attrs) (👨💻 130 · 🔀 300 · 📦 460K · 📋 580 - 17% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/python-attrs/attrs) (👨💻 160 · 🔀 360 · 📦 1M · 📋 710 - 18% open · ⏱️ 08.05.2024):
```
git clone https://github.com/python-attrs/attrs
```
-- [PyPi](https://pypi.org/project/attrs) (📥 120M / month):
+- [PyPi](https://pypi.org/project/attrs) (📥 200M / month):
```
pip install attrs
```
-- [Conda](https://anaconda.org/conda-forge/attrs) (📥 19M · ⏱️ 31.07.2022):
+- [Conda](https://anaconda.org/conda-forge/attrs) (📥 36M · ⏱️ 31.12.2023):
```
conda install -c conda-forge attrs
```
bidict (🥈27 · ⭐ 1.2K) - 高效的 Pythonic 的双向映射数据结构和相关功能。MPL-2.0
+bidict (🥈28 · ⭐ 1.4K) - Efficient, Pythonic bidirectional map data structures and related.. MPL-2.0
-- [GitHub](https://github.com/jab/bidict) (👨💻 12 · 🔀 48 · 📦 8.6K · 📋 52 - 7% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/jab/bidict) (👨💻 15 · 🔀 63 · 📥 53 · 📦 25K · 📋 60 - 1% open · ⏱️ 04.05.2024):
```
git clone https://github.com/jab/bidict
```
-- [PyPi](https://pypi.org/project/bidict) (📥 850K / month):
+- [PyPi](https://pypi.org/project/bidict) (📥 3M / month):
```
pip install bidict
```
-- [Conda](https://anaconda.org/conda-forge/bidict) (📥 140K · ⏱️ 24.03.2022):
+- [Conda](https://anaconda.org/conda-forge/bidict) (📥 400K · ⏱️ 18.02.2024):
```
conda install -c conda-forge bidict
```
Box (🥉16 · ⭐ 2K) - 具有高级点符号访问权限的 Python 字典。MIT
+DottedDict (🥉18 · ⭐ 180 · 💀) - A library that provides a method of accessing lists and dicts with.. MIT
-- [GitHub](https://github.com/cdgriffith/Box) (🔀 83 · 📥 30 · 📋 140 - 14% open · ⏱️ 02.04.2022):
+- [GitHub](https://github.com/carlosescri/DottedDict) (👨💻 4 · 🔀 22 · 📥 100 · 📦 99 · 📋 9 - 77% open · ⏱️ 30.10.2015):
```
- git clone https://github.com/cdgriffith/Box
+ git clone https://github.com/carlosescri/DottedDict
```
-- [PyPi](https://pypi.org/project/Box):
+- [PyPi](https://pypi.org/project/DottedDict) (📥 180 / month):
```
- pip install Box
+ pip install DottedDict
```
-- [Conda](https://anaconda.org/conda-forge/Box):
+- [Conda](https://anaconda.org/conda-forge/DottedDict):
```
- conda install -c conda-forge Box
+ conda install -c conda-forge DottedDict
```
DottedDict (🥉16 · ⭐ 150 · 💀) - 提供一种使用点路径符号访问列表和字典的方法的库。MIT
+Box (🥉15 · ⭐ 2.4K · 💤) - Python dictionaries with advanced dot notation access. MIT
-- [GitHub](https://github.com/carlosescri/DottedDict) (👨💻 3 · 🔀 17 · 📥 62 · 📦 63 · 📋 9 - 77% open · ⏱️ 30.10.2015):
+- [GitHub](https://github.com/cdgriffith/Box) (🔀 97 · 📥 39 · 📋 160 - 13% open · ⏱️ 26.08.2023):
```
- git clone https://github.com/carlosescri/DottedDict
+ git clone https://github.com/cdgriffith/Box
```
-- [PyPi](https://pypi.org/project/DottedDict) (📥 23 / month):
+- [PyPi](https://pypi.org/project/Box):
```
- pip install DottedDict
+ pip install Box
```
-- [Conda](https://anaconda.org/conda-forge/DottedDict):
+- [Conda](https://anaconda.org/conda-forge/Box):
```
- conda install -c conda-forge DottedDict
+ conda install -c conda-forge Box
```
## CMS
-
+
-_内容管理系统。_
+_Content Management Systems._
-🔗 django-cms - 一个开源的，企业级 CMS，基于 Django。
+🔗 django-cms - An Open source enterprise CMS based on the Django.
-🔗 plone - 一个构建于开源应用服务器 Zope 之上的 CMS。
+🔗 plone - A CMS built on top of the open source application server Zope.
-🔗 wagtail - 一个 Django 内容管理系统。
+🔗 wagtail - A Django content management system.
-mezzanine (🥇25 · ⭐ 4.5K) - 一个强大的，持续的，灵活的内容管理平台。BSD-2
+mezzanine (🥇24 · ⭐ 4.7K · 💀) - A powerful, consistent, and flexible content management platform. BSD-2
-- [GitHub](https://github.com/stephenmcd/mezzanine) (👨💻 320 · 🔀 1.5K · 📋 1K - 3% open · ⏱️ 03.07.2022):
+- [GitHub](https://github.com/stephenmcd/mezzanine) (👨💻 330 · 🔀 1.6K · 📋 1.1K - 3% open · ⏱️ 02.11.2022):
```
git clone https://github.com/stephenmcd/mezzanine
```
-- [PyPi](https://pypi.org/project/mezzanine) (📥 3.7K / month):
+- [PyPi](https://pypi.org/project/mezzanine) (📥 6.6K / month):
```
pip install mezzanine
```
@@ -954,14 +954,14 @@ _内容管理系统。_
conda install -c conda-forge mezzanine
```
indico (🥈22 · ⭐ 1.4K) - 一个功能丰富的事件管理系统，由 @[CERN](https://en.wikipedia.org/wiki/CERN) 开发。MIT
+indico (🥇24 · ⭐ 1.7K) - A feature-rich event management system, made @.. MIT
-- [GitHub](https://github.com/indico/indico) (👨💻 130 · 🔀 330 · 📥 2.9K · 📋 3.3K - 18% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/indico/indico) (👨💻 150 · 🔀 400 · 📥 3K · 📋 3.5K - 19% open · ⏱️ 16.05.2024):
```
git clone https://github.com/indico/indico
```
-- [PyPi](https://pypi.org/project/indico) (📥 930 / month):
+- [PyPi](https://pypi.org/project/indico) (📥 2.1K / month):
```
pip install indico
```
@@ -970,14 +970,14 @@ _内容管理系统。_
conda install -c conda-forge indico
```
Kotti (🥉19 · ⭐ 390) - 一个高级的，Python 范的 web 应用框架，基于 Pyramid 构建。❗Unlicensed
+Kotti (🥉19 · ⭐ 410 · 💀) - A high-level, Pythonic web application framework built on Pyramid. ❗Unlicensed
-- [GitHub](https://github.com/Kotti/Kotti) (👨💻 66 · 🔀 110 · 📦 220 · 📋 210 - 20% open · ⏱️ 03.07.2022):
+- [GitHub](https://github.com/Kotti/Kotti) (👨💻 66 · 🔀 120 · 📦 230 · 📋 210 - 20% open · ⏱️ 03.07.2022):
```
git clone https://github.com/Kotti/Kotti
```
-- [PyPi](https://pypi.org/project/Kotti) (📥 320 / month):
+- [PyPi](https://pypi.org/project/Kotti) (📥 1.2K / month):
```
pip install Kotti
```
@@ -986,14 +986,14 @@ _内容管理系统。_
conda install -c conda-forge Kotti
```
feincms (🥉16 · ⭐ 840) - 基于 Django 构建的最先进的内容管理系统之一。BSD-3
+feincms (🥉16 · ⭐ 910) - One of the most advanced Content Management Systems built on Django. BSD-3
-- [GitHub](https://github.com/feincms/feincms) (👨💻 140 · 🔀 220 · 📋 440 - 5% open · ⏱️ 04.07.2022):
+- [GitHub](https://github.com/feincms/feincms) (👨💻 140 · 🔀 210 · 📋 440 - 5% open · ⏱️ 18.04.2024):
```
git clone https://github.com/feincms/feincms
```
-- [PyPi](https://pypi.org/project/feincms) (📥 4K / month):
+- [PyPi](https://pypi.org/project/feincms) (📥 6.4K / month):
```
pip install feincms
```
@@ -1002,14 +1002,14 @@ _内容管理系统。_
conda install -c conda-forge feincms
```
quokka (🥉14 · ⭐ 2.2K · 💀) - 灵活，可扩展的小型 CMS，基于 Flask 和 MongoDB。❗Unlicensed
+quokka (🥉15 · ⭐ 2.2K · 💀) - Flexible, extensible, small CMS powered by Flask and MongoDB. ❗Unlicensed
- [GitHub](https://github.com/quokkaproject/quokka) (👨💻 9 · 🔀 440 · 📋 420 - 15% open · ⏱️ 06.03.2019):
```
git clone https://github.com/rochacbruno/quokka
```
-- [PyPi](https://pypi.org/project/quokka) (📥 78 / month):
+- [PyPi](https://pypi.org/project/quokka) (📥 210 / month):
```
pip install quokka
```
@@ -1020,74 +1020,74 @@ _内容管理系统。_
-## 缓存
+## Caching
-
+
-_缓存数据的库。_
+_Libraries for caching data._
-🔗 dogpile.cache - dogpile.cache 是 Beaker 的下一代替代品，由同一作者开发。
+🔗 dogpile.cache - dogpile.cache is next generation replacement for Beaker made by same authors.
-🔗 HermesCache - Python 缓存库，具有基于标签的失效和 dogpile effect 保护功能。
+🔗 HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
-🔗 python-diskcache - SQLite 和文件支持的缓存后端，具有比 memcached 和 redis 更快的查找速度。
+🔗 python-diskcache - SQLite and file backed cache backend with faster lookups than memcached and redis.
-pylibmc (🥇27 · ⭐ 460) - libmemcached 接口的 Python 封装。BSD-3
+django-cacheops (🥇27 · ⭐ 2K) - A slick ORM cache with automatic granular event-driven.. BSD-3
-- [GitHub](https://github.com/lericson/pylibmc) (👨💻 52 · 🔀 120 · 📦 4.1K · 📋 190 - 11% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/Suor/django-cacheops) (👨💻 67 · 🔀 210 · 📦 1.2K · 📋 330 - 4% open · ⏱️ 12.03.2024):
```
- git clone https://github.com/lericson/pylibmc
+ git clone https://github.com/Suor/django-cacheops
```
-- [PyPi](https://pypi.org/project/pylibmc) (📥 180K / month):
+- [PyPi](https://pypi.org/project/django-cacheops) (📥 160K / month):
```
- pip install pylibmc
+ pip install django-cacheops
```
-- [Conda](https://anaconda.org/conda-forge/pylibmc) (📥 180K · ⏱️ 05.08.2022):
+- [Conda](https://anaconda.org/conda-forge/django-cacheops):
```
- conda install -c conda-forge pylibmc
+ conda install -c conda-forge django-cacheops
```
django-cacheops (🥈26 · ⭐ 1.7K) - 具有自动颗粒化事件驱动失效功能的 ORM。BSD-3
+beaker (🥈26 · ⭐ 510) - A WSGI middleware for sessions and caching. ❗Unlicensed
-- [GitHub](https://github.com/Suor/django-cacheops) (👨💻 64 · 🔀 190 · 📦 740 · 📋 300 - 7% open · ⏱️ 11.07.2022):
+- [GitHub](https://github.com/bbangert/beaker) (👨💻 91 · 🔀 140 · 📦 5.3K · 📋 130 - 53% open · ⏱️ 11.04.2024):
```
- git clone https://github.com/Suor/django-cacheops
+ git clone https://github.com/bbangert/beaker
```
-- [PyPi](https://pypi.org/project/django-cacheops) (📥 130K / month):
+- [PyPi](https://pypi.org/project/beaker) (📥 230K / month):
```
- pip install django-cacheops
+ pip install beaker
```
-- [Conda](https://anaconda.org/conda-forge/django-cacheops):
+- [Conda](https://anaconda.org/conda-forge/beaker) (📥 74K · ⏱️ 12.04.2024):
```
- conda install -c conda-forge django-cacheops
+ conda install -c conda-forge beaker
```
beaker (🥉24 · ⭐ 490 · 💤) - 一个缓存和会话库，可以用在 web 应用和独立 Python 脚本和应用上。❗Unlicensed
+pylibmc (🥈26 · ⭐ 480 · 💤) - A Python wrapper around the.. BSD-3
-- [GitHub](https://github.com/bbangert/beaker) (👨💻 86 · 🔀 130 · 📦 3.7K · 📋 120 - 53% open · ⏱️ 07.12.2021):
+- [GitHub](https://github.com/lericson/pylibmc) (👨💻 54 · 🔀 120 · 📥 610 · 📦 5K · 📋 190 - 11% open · ⏱️ 11.10.2023):
```
- git clone https://github.com/bbangert/beaker
+ git clone https://github.com/lericson/pylibmc
```
-- [PyPi](https://pypi.org/project/beaker) (📥 320K / month):
+- [PyPi](https://pypi.org/project/pylibmc) (📥 260K / month):
```
- pip install beaker
+ pip install pylibmc
```
-- [Conda](https://anaconda.org/conda-forge/beaker) (📥 62K · ⏱️ 27.08.2019):
+- [Conda](https://anaconda.org/conda-forge/pylibmc) (📥 220K · ⏱️ 26.09.2023):
```
- conda install -c conda-forge beaker
+ conda install -c conda-forge pylibmc
```
django-cache-machine (🥉22 · ⭐ 840) - Django 模型的自动缓存和失效。BSD-3
+django-cache-machine (🥉22 · ⭐ 870 · 💀) - Automatic caching and invalidation for Django models. BSD-3
-- [GitHub](https://github.com/django-cache-machine/django-cache-machine) (👨💻 27 · 🔀 150 · 📦 230 · 📋 71 - 21% open · ⏱️ 06.07.2022):
+- [GitHub](https://github.com/django-cache-machine/django-cache-machine) (👨💻 27 · 🔀 150 · 📦 280 · 📋 75 - 25% open · ⏱️ 20.02.2023):
```
git clone https://github.com/django-cache-machine/django-cache-machine
```
-- [PyPi](https://pypi.org/project/django-cache-machine) (📥 7.4K / month):
+- [PyPi](https://pypi.org/project/django-cache-machine) (📥 11K / month):
```
pip install django-cache-machine
```
@@ -1098,15 +1098,15 @@ _缓存数据的库。_
-## 聊天工具
+## ChatOps Tools
-
+
-_聊天机器人开发相关的库。_
+_Libraries for chatbot development._
-errbot (🥇21 · ⭐ 2.7K) - 实现 ChatOps 的最简单最受欢迎的聊天机器人。❗️GPL-3.0
+errbot (🥇22 · ⭐ 3.1K) - The easiest and most popular chatbot to implement ChatOps. ❗️GPL-3.0
-- [GitHub](https://github.com/errbotio/errbot) (🔀 560 · 📦 260 · 📋 750 - 7% open · ⏱️ 21.07.2022):
+- [GitHub](https://github.com/errbotio/errbot) (🔀 590 · 📦 320 · 📋 780 - 6% open · ⏱️ 27.01.2024):
```
git clone https://github.com/errbotio/errbot/
@@ -1118,62 +1118,78 @@ _聊天机器人开发相关的库。_
-## 代码分析和 Lint 工具
+## Code Analysis
-
+
-_进行代码分析、解析和操作代码库的库和工具。_
+_Tools of static analysis, linters and code quality checkers._
-🔗 flake8 - 模块化源码检查工具，提供与 `pycodestyle`、`pyflakes` 、McCabe 相关的装饰器。
+🔗 flake8 - A wrapper around `pycodestyle`, `pyflakes` and McCabe.
-🔗 awesome-flake8-extensions ( ⭐ 860) - A curated awesome list of flake8 extensions. Feel free to..
+🔗 awesome-flake8-extensions ( ⭐ 1.2K) - A curated awesome list of flake8 extensions. Feel free to..
-🔗 pylint - 一个完全可定制的源码分析器。
+🔗 pylint - A fully customizable source code analyzer.
-🔗 awesome-python-typing ( ⭐ 1.1K) - Collection of awesome Python types, stubs, plugins, and tools to..
+🔗 awesome-python-typing ( ⭐ 1.6K) - Collection of awesome Python types, stubs, plugins, and tools to..
-🔗 mypy - 在编译期间检查变量类型。
+🔗 mypy - Check variable types during compile time.
-black (🥇35 · ⭐ 29K) - 一个坚定的 Python 代码格式化工具。MIT
+black (🥇37 · ⭐ 38K) - The uncompromising Python code formatter. MIT
-- [GitHub](https://github.com/psf/black) (👨💻 330 · 🔀 1.7K · 📥 24K · 📦 180K · 📋 2K - 16% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/psf/black) (👨💻 450 · 🔀 2.3K · 📥 88K · 📦 490K · 📋 2.6K - 13% open · ⏱️ 16.05.2024):
```
git clone https://github.com/python/black
```
-- [PyPi](https://pypi.org/project/black) (📥 15M / month):
+- [PyPi](https://pypi.org/project/black) (📥 39M / month):
```
pip install black
```
-- [Conda](https://anaconda.org/conda-forge/black) (📥 4.7M · ⏱️ 06.08.2022):
+- [Conda](https://anaconda.org/conda-forge/black) (📥 10M · ⏱️ 26.04.2024):
```
conda install -c conda-forge black
```
isort (🥇32 · ⭐ 5.1K) - 用于纠正包导入顺序的 Python 库。MIT
+isort (🥇35 · ⭐ 6.3K) - A Python utility / library to sort imports. MIT
-- [GitHub](https://github.com/PyCQA/isort) (👨💻 260 · 🔀 460 · 📦 270K · 📋 1.1K - 8% open · ⏱️ 20.05.2022):
+- [GitHub](https://github.com/PyCQA/isort) (👨💻 290 · 🔀 550 · 📦 470K · 📋 1.3K - 15% open · ⏱️ 15.01.2024):
```
git clone https://github.com/timothycrosley/isort
```
-- [PyPi](https://pypi.org/project/isort) (📥 21M / month):
+- [PyPi](https://pypi.org/project/isort) (📥 38M / month):
```
pip install isort
```
-- [Conda](https://anaconda.org/conda-forge/isort) (📥 3.5M · ⏱️ 09.11.2021):
+- [Conda](https://anaconda.org/conda-forge/isort) (📥 5.9M · ⏱️ 14.12.2023):
```
conda install -c conda-forge isort
```
wemake-python-styleguide (🥇32 · ⭐ 2K) - 有史以来最严格的 Python 代码审查工具。MIT
+yapf (🥈32 · ⭐ 14K) - Yet another Python code formatter from Google. Apache-2
+
+- [GitHub](https://github.com/google/yapf) (👨💻 150 · 🔀 880 · 📦 93K · 📋 840 - 44% open · ⏱️ 01.04.2024):
+
+ ```
+ git clone https://github.com/google/yapf
+ ```
+- [PyPi](https://pypi.org/project/yapf) (📥 5.6M / month):
+ ```
+ pip install yapf
+ ```
+- [Conda](https://anaconda.org/conda-forge/yapf) (📥 1.8M · ⏱️ 26.07.2023):
+ ```
+ conda install -c conda-forge yapf
+ ```
+wemake-python-styleguide (🥈32 · ⭐ 2.4K) - The strictest and most opinionated python linter ever. MIT
-- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨💻 170 · 🔀 340 · 📦 4.9K · 📋 1K - 9% open · ⏱️ 16.08.2022):
+- [GitHub](https://github.com/wemake-services/wemake-python-styleguide) (👨💻 180 · 🔀 380 · 📦 16K · 📋 1.1K - 10% open · ⏱️ 16.05.2024):
```
git clone https://github.com/wemake-services/wemake-python-styleguide
```
-- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 220K / month):
+- [PyPi](https://pypi.org/project/wemake-python-styleguide) (📥 170K / month):
```
pip install wemake-python-styleguide
```
@@ -1182,62 +1198,62 @@ _进行代码分析、解析和操作代码库的库和工具。_
conda install -c conda-forge wemake-python-styleguide
```
yapf (🥈29 · ⭐ 13K) - Google 的 Python 代码格式化工具。Apache-2
+prospector (🥈30 · ⭐ 1.9K) - A tool to analyse Python code. ❗️GPL-2.0
-- [GitHub](https://github.com/google/yapf) (👨💻 140 · 🔀 830 · 📦 36K · 📋 750 - 46% open · ⏱️ 01.03.2022):
+- [GitHub](https://github.com/landscapeio/prospector) (👨💻 90 · 🔀 160 · 📦 4.8K · 📋 380 - 16% open · ⏱️ 16.04.2024):
```
- git clone https://github.com/google/yapf
+ git clone https://github.com/PyCQA/prospector
```
-- [PyPi](https://pypi.org/project/yapf) (📥 2.1M / month):
+- [PyPi](https://pypi.org/project/prospector) (📥 1.1M / month):
```
- pip install yapf
+ pip install prospector
```
-- [Conda](https://anaconda.org/conda-forge/yapf) (📥 1.1M · ⏱️ 06.01.2022):
+- [Conda](https://anaconda.org/conda-forge/prospector) (📥 110K · ⏱️ 19.10.2023):
```
- conda install -c conda-forge yapf
+ conda install -c conda-forge prospector
```
pylama (🥈26 · ⭐ 920) - Python 和 JavaScript 的代码审查工具。MIT
+vulture (🥈27 · ⭐ 3.1K) - A tool for finding and analysing dead Python code. MIT
-- [GitHub](https://github.com/klen/pylama) (👨💻 46 · 🔀 89 · 📦 4.2K · 📋 130 - 30% open · ⏱️ 08.08.2022):
+- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 42 · 🔀 140 · 📦 4.5K · 📋 200 - 11% open · ⏱️ 05.05.2024):
```
- git clone https://github.com/klen/pylama
+ git clone https://github.com/jendrikseipp/vulture
```
-- [PyPi](https://pypi.org/project/pylama) (📥 120K / month):
+- [PyPi](https://pypi.org/project/vulture) (📥 580K / month):
```
- pip install pylama
+ pip install vulture
```
-- [Conda](https://anaconda.org/conda-forge/pylama) (📥 84K · ⏱️ 18.05.2019):
+- [Conda](https://anaconda.org/conda-forge/vulture) (📥 81K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge pylama
+ conda install -c conda-forge vulture
```
vulture (🥈25 · ⭐ 2.2K) - 用于发现和分析无效 Python 代码的工具。MIT
+pylama (🥉25 · ⭐ 1K · 💀) - A code audit tool for Python and JavaScript. MIT
-- [GitHub](https://github.com/jendrikseipp/vulture) (👨💻 33 · 🔀 100 · 📦 1.9K · 📋 160 - 10% open · ⏱️ 27.07.2022):
+- [GitHub](https://github.com/klen/pylama) (👨💻 46 · 🔀 96 · 📦 6.4K · 📋 150 - 37% open · ⏱️ 08.08.2022):
```
- git clone https://github.com/jendrikseipp/vulture
+ git clone https://github.com/klen/pylama
```
-- [PyPi](https://pypi.org/project/vulture) (📥 350K / month):
+- [PyPi](https://pypi.org/project/pylama) (📥 210K / month):
```
- pip install vulture
+ pip install pylama
```
-- [Conda](https://anaconda.org/conda-forge/vulture) (📥 57K · ⏱️ 20.05.2022):
+- [Conda](https://anaconda.org/conda-forge/pylama) (📥 95K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge vulture
+ conda install -c conda-forge pylama
```
pyre-check (🥉23 · ⭐ 6K) - 性能类型检查。MIT
+pyre-check (🥉24 · ⭐ 6.7K) - Performant type checking. MIT
-- [GitHub](https://github.com/facebook/pyre-check) (👨💻 210 · 🔀 370 · 📋 310 - 28% open · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/facebook/pyre-check) (👨💻 260 · 🔀 420 · 📦 21 · 📋 390 - 32% open · ⏱️ 16.05.2024):
```
git clone https://github.com/facebook/pyre-check
```
-- [PyPi](https://pypi.org/project/pyre-check) (📥 110K / month):
+- [PyPi](https://pypi.org/project/pyre-check) (📥 83K / month):
```
pip install pyre-check
```
@@ -1246,30 +1262,46 @@ _进行代码分析、解析和操作代码库的库和工具。_
conda install -c conda-forge pyre-check
```
prospector (🥉23 · ⭐ 1.7K) - 分析 Python 代码的工具。❗️GPL-2.0
+pytype (🥉24 · ⭐ 4.6K) - Pytype checks and infers types for Python code - without.. ❗Unlicensed
-- [GitHub](https://github.com/PyCQA/prospector) (👨💻 79 · 🔀 140 · 📋 320 - 12% open · ⏱️ 14.08.2022):
+- [GitHub](https://github.com/google/pytype) (👨💻 100 · 🔀 270 · 📦 3.6K · 📋 700 - 22% open · ⏱️ 24.04.2024):
```
- git clone https://github.com/PyCQA/prospector
+ git clone https://github.com/google/pytype
```
-- [PyPi](https://pypi.org/project/prospector) (📥 410K / month):
+- [PyPi](https://pypi.org/project/pytype) (📥 530K / month):
```
- pip install prospector
+ pip install pytype
```
-- [Conda](https://anaconda.org/conda-forge/prospector) (📥 35K · ⏱️ 10.03.2022):
+- [Conda](https://anaconda.org/conda-forge/pytype) (📥 200K · ⏱️ 10.02.2024):
```
- conda install -c conda-forge prospector
+ conda install -c conda-forge pytype
```
pycallgraph (🥉22 · ⭐ 1.7K · 💀) - 这个库可以把你的 Python 应用的流程(调用图)进行可视化。❗️GPL-2.0
+code2flow (🥉22 · ⭐ 3.7K · 💀) - Turn your Python and JavaScript code into DOT flowcharts. MIT
-- [GitHub](https://github.com/gak/pycallgraph) (👨💻 23 · 🔀 270 · 📦 360 · 📋 160 - 30% open · ⏱️ 28.02.2018):
+- [GitHub](https://github.com/scottrogowski/code2flow) (👨💻 10 · 🔀 270 · 📦 48 · 📋 69 - 34% open · ⏱️ 08.01.2023):
+
+ ```
+ git clone https://github.com/scottrogowski/code2flow
+ ```
+- [PyPi](https://pypi.org/project/code2flow) (📥 27K / month):
+ ```
+ pip install code2flow
+ ```
+- [Conda](https://anaconda.org/conda-forge/code2flow) (📥 4K · ⏱️ 18.06.2023):
+ ```
+ conda install -c conda-forge code2flow
+ ```
+pycallgraph (🥉22 · ⭐ 1.8K) - A library that visualises the flow (call graph) of your Python.. ❗️GPL-2.0
+
+- [GitHub](https://github.com/gak/pycallgraph) (👨💻 23 · 🔀 290 · 📦 420 · 📋 160 - 30% open · ⏱️ 09.04.2024):
```
git clone https://github.com/gak/pycallgraph
```
-- [PyPi](https://pypi.org/project/pycallgraph) (📥 25K / month):
+- [PyPi](https://pypi.org/project/pycallgraph) (📥 4.8K / month):
```
pip install pycallgraph
```
@@ -1278,25 +1310,25 @@ _进行代码分析、解析和操作代码库的库和工具。_
conda install -c conda-forge pycallgraph
```
code2flow (🥉20 · ⭐ 2.6K) - 把你的 Python 和 JavaScript 代码转换为流程图。MIT
+MonkeyType (🥉18 · ⭐ 4.6K) - A system for Python that generates static type annotations.. ❗Unlicensed
-- [GitHub](https://github.com/scottrogowski/code2flow) (👨💻 9 · 🔀 210 · 📦 10 · 📋 44 - 9% open · ⏱️ 25.07.2022):
+- [GitHub](https://github.com/Instagram/MonkeyType) (👨💻 50 · 🔀 170 · 📋 180 - 24% open · ⏱️ 07.05.2024):
```
- git clone https://github.com/scottrogowski/code2flow
+ git clone https://github.com/Instagram/MonkeyType
```
-- [PyPi](https://pypi.org/project/code2flow) (📥 1.5K / month):
+- [PyPi](https://pypi.org/project/MonkeyType) (📥 230K / month):
```
- pip install code2flow
+ pip install MonkeyType
```
-- [Conda](https://anaconda.org/conda-forge/code2flow) (📥 1K · ⏱️ 25.03.2022):
+- [Conda](https://anaconda.org/conda-forge/MonkeyType) (📥 59K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge code2flow
+ conda install -c conda-forge MonkeyType
```
coala (🥉19 · ⭐ 3.4K · 💀) - 语言独立和易于扩展的代码分析应用程序。❗️AGPL-3.0
+coala (🥉18 · ⭐ 3.5K · 💀) - Language independent and easily extendable code analysis.. ❗️AGPL-3.0
-- [GitHub](https://github.com/coala/coala) (🔀 1.3K · 📥 150 · 📦 10 · 📋 3K - 21% open · ⏱️ 11.06.2021):
+- [GitHub](https://github.com/coala/coala) (🔀 1.3K · 📥 180 · 📦 13 · 📋 3K - 21% open · ⏱️ 11.06.2021):
```
git clone https://github.com/coala/coala/
@@ -1306,14 +1338,14 @@ _进行代码分析、解析和操作代码库的库和工具。_
conda install -c conda-forge
```
pyannotate (🥉19 · ⭐ 1.3K · 💤) - 自动生成符合 PEP-484 的注解。Apache-2
+pyannotate (🥉18 · ⭐ 1.4K · 💀) - Auto-generate PEP-484 annotations. Apache-2
-- [GitHub](https://github.com/dropbox/pyannotate) (👨💻 17 · 🔀 56 · 📦 75 · 📋 59 - 44% open · ⏱️ 12.10.2021):
+- [GitHub](https://github.com/dropbox/pyannotate) (👨💻 17 · 🔀 57 · 📦 130 · 📋 60 - 45% open · ⏱️ 12.10.2021):
```
git clone https://github.com/dropbox/pyannotate
```
-- [PyPi](https://pypi.org/project/pyannotate) (📥 4.4K / month):
+- [PyPi](https://pypi.org/project/pyannotate) (📥 6.7K / month):
```
pip install pyannotate
```
@@ -1322,30 +1354,14 @@ _进行代码分析、解析和操作代码库的库和工具。_
conda install -c conda-forge pyannotate
```
pytype (🥉18 · ⭐ 3.9K) - 检查和推断 Python 代码中的类型，无需添加注解。❗Unlicensed
-
-- [GitHub](https://github.com/google/pytype) (👨💻 81 · 🔀 240 · 📋 550 - 18% open · ⏱️ 25.08.2022):
-
- ```
- git clone https://github.com/google/pytype
- ```
-- [PyPi](https://pypi.org/project/pytype) (📥 280K / month):
- ```
- pip install pytype
- ```
-- [Conda](https://anaconda.org/conda-forge/pytype) (📥 99K · ⏱️ 24.08.2022):
- ```
- conda install -c conda-forge pytype
- ```
-typeshed (🥉17 · ⭐ 3.1K) - 带有静态类型的Python库存根的集合。❗Unlicensed
+typeshed (🥉15 · ⭐ 4.1K) - Collection of library stubs for Python, with static types. ❗Unlicensed
-- [GitHub](https://github.com/python/typeshed) (👨💻 1.2K · 🔀 1.3K · 📋 1.8K - 7% open · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/python/typeshed) (👨💻 1.4K · 🔀 1.6K · 📋 2.4K - 7% open · ⏱️ 16.05.2024):
```
git clone https://github.com/python/typeshed
```
-- [PyPi](https://pypi.org/project/typeshed) (📥 1 / month):
+- [PyPi](https://pypi.org/project/typeshed):
```
pip install typeshed
```
@@ -1354,200 +1370,168 @@ _进行代码分析、解析和操作代码库的库和工具。_
conda install -c conda-forge typeshed
```
MonkeyType (🥉16 · ⭐ 3.9K) - 通过收集运行时的类型来为 Python 生成静态类型注释的系统。❗Unlicensed
-
-- [GitHub](https://github.com/Instagram/MonkeyType) (👨💻 42 · 🔀 140 · 📋 160 - 23% open · ⏱️ 04.07.2022):
-
- ```
- git clone https://github.com/Instagram/MonkeyType
- ```
-- [PyPi](https://pypi.org/project/MonkeyType) (📥 58K / month):
- ```
- pip install MonkeyType
- ```
-- [Conda](https://anaconda.org/conda-forge/MonkeyType) (📥 42K · ⏱️ 19.02.2022):
- ```
- conda install -c conda-forge MonkeyType
- ```
-
-## 命令行工具
+## Command-line Interface Development
-
+
-_用于创建命令行程序的库。_
+_Libraries for building command-line applications._
-🔗 cement - Python 的命令行程序框架。
+🔗 cement - CLI Application Framework for Python.
-🔗 click - 一个通过组合的方式来创建精美命令行界面的包。
+🔗 click - A package for creating beautiful command line interfaces in a composable way.
-🔗 cliff - 一个用于创建命令行程序的框架，可以创建具有多层命令的命令行程序。
+🔗 cliff - A framework for creating command-line programs with multi-level commands.
-🔗 docopt - Python 风格的命令行参数解析器。
+🔗 docopt - Pythonic command line arguments parser.
-🔗 colorama - 跨平台彩色终端文本。
+🔗 colorama - Cross-platform colored terminal text.
-rich (🥇37 · ⭐ 39K) - 一个在终端中支持富文本和格式美化的 Python 库， 同时提供了`RichHandler`日志处理程序。MIT
+rich (🥇39 · ⭐ 47K) - Python library for rich text and beautiful formatting in the terminal. Also.. MIT
-- [GitHub](https://github.com/Textualize/rich) (👨💻 180 · 🔀 1.3K · 📦 27K · 📋 890 - 8% open · ⏱️ 17.08.2022):
+- [GitHub](https://github.com/Textualize/rich) (👨💻 240 · 🔀 1.7K · 📦 210K · 📋 1.3K - 14% open · ⏱️ 01.05.2024):
```
git clone https://github.com/willmcgugan/rich
```
-- [PyPi](https://pypi.org/project/rich) (📥 13M / month):
+- [PyPi](https://pypi.org/project/rich) (📥 62M / month):
```
pip install rich
```
-- [Conda](https://anaconda.org/conda-forge/rich) (📥 1.5M · ⏱️ 11.07.2022):
+- [Conda](https://anaconda.org/conda-forge/rich) (📥 6.8M · ⏱️ 28.02.2024):
```
conda install -c conda-forge rich
```
tqdm (🥈36 · ⭐ 23K) - 一个可在循环和命令行中使用的快速、可扩展的进度条。❗Unlicensed
+tqdm (🥈37 · ⭐ 28K) - Fast, extensible progress bar for loops and CLI. ❗Unlicensed
-- [GitHub](https://github.com/tqdm/tqdm) (👨💻 110 · 🔀 1.1K · 📥 9.6K · 📦 320K · 📋 840 - 34% open · ⏱️ 04.04.2022):
+- [GitHub](https://github.com/tqdm/tqdm) (👨💻 120 · 🔀 1.3K · 📥 11K · 📦 720K · 📋 980 - 40% open · ⏱️ 02.05.2024):
```
git clone https://github.com/tqdm/tqdm
```
-- [PyPi](https://pypi.org/project/tqdm) (📥 42M / month):
+- [PyPi](https://pypi.org/project/tqdm) (📥 99M / month):
```
pip install tqdm
```
-- [Conda](https://anaconda.org/conda-forge/tqdm) (📥 13M · ⏱️ 04.04.2022):
+- [Conda](https://anaconda.org/conda-forge/tqdm) (📥 26M · ⏱️ 04.05.2024):
```
conda install -c conda-forge tqdm
```
asciimatics (🥈27 · ⭐ 3.1K) - 跨平台，全屏终端包（即鼠标/键盘输入和彩色，定位文本输出），完整的复杂动画和特殊效果的高级 API。Apache-2
+python-fire (🥈28 · ⭐ 26K) - A library for creating command line interfaces from.. ❗Unlicensed
-- [GitHub](https://github.com/peterbrittain/asciimatics) (👨💻 40 · 🔀 230 · 📦 680 · 📋 280 - 8% open · ⏱️ 03.07.2022):
+- [GitHub](https://github.com/google/python-fire) (👨💻 65 · 🔀 1.4K · 📦 33K · 📋 310 - 38% open · ⏱️ 05.04.2024):
```
- git clone https://github.com/peterbrittain/asciimatics
+ git clone https://github.com/google/python-fire
```
-- [PyPi](https://pypi.org/project/asciimatics) (📥 40K / month):
+- [PyPi](https://pypi.org/project/python-fire) (📥 370 / month):
```
- pip install asciimatics
+ pip install python-fire
```
-- [Conda](https://anaconda.org/conda-forge/asciimatics) (📥 110K · ⏱️ 15.11.2021):
+- [Conda](https://anaconda.org/conda-forge/python-fire):
```
- conda install -c conda-forge asciimatics
+ conda install -c conda-forge python-fire
```
python-fire (🥉25 · ⭐ 23K) - Google 出品的一个基于 Python 类的构建命令行界面的库。❗Unlicensed
+asciimatics (🥈28 · ⭐ 3.5K) - A package to create full-screen text UIs (from interactive.. Apache-2
-- [GitHub](https://github.com/google/python-fire) (👨💻 49 · 🔀 1.3K · 📦 14K · 📋 260 - 38% open · ⏱️ 16.04.2022):
+- [GitHub](https://github.com/peterbrittain/asciimatics) (👨💻 45 · 🔀 240 · 📦 990 · 📋 300 - 8% open · ⏱️ 24.04.2024):
```
- git clone https://github.com/google/python-fire
+ git clone https://github.com/peterbrittain/asciimatics
```
-- [PyPi](https://pypi.org/project/python-fire) (📥 89 / month):
+- [PyPi](https://pypi.org/project/asciimatics) (📥 21K / month):
```
- pip install python-fire
+ pip install asciimatics
```
-- [Conda](https://anaconda.org/conda-forge/python-fire):
+- [Conda](https://anaconda.org/conda-forge/asciimatics) (📥 150K · ⏱️ 25.10.2023):
```
- conda install -c conda-forge python-fire
+ conda install -c conda-forge asciimatics
```
alive-progress (🥉24 · ⭐ 3.7K) - 一款新的进度条，具有实时吞吐量信息以及非常酷的动画。MIT
+alive-progress (🥉25 · ⭐ 5.1K) - A new kind of Progress Bar, with real-time throughput, eta and.. MIT
-- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 7 · 🔀 150 · 📦 1K · 📋 140 - 11% open · ⏱️ 16.07.2022):
+- [GitHub](https://github.com/rsalmei/alive-progress) (👨💻 7 · 🔀 190 · 📦 3.1K · 📋 220 - 9% open · ⏱️ 02.12.2023):
```
git clone https://github.com/rsalmei/alive-progress
```
-- [PyPi](https://pypi.org/project/alive-progress) (📥 90K / month):
+- [PyPi](https://pypi.org/project/alive-progress) (📥 770K / month):
```
pip install alive-progress
```
-- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 18K · ⏱️ 08.01.2021):
+- [Conda](https://anaconda.org/conda-forge/alive-progress) (📥 56K · ⏱️ 09.11.2023):
```
conda install -c conda-forge alive-progress
```
bashplotlib (🥉19 · ⭐ 1.7K · 💀) - 在终端中进行基本绘图。MIT
+python-prompt-toolkit (🥉21 · ⭐ 9K) - A library for building powerful interactive command.. BSD-3
-- [GitHub](https://github.com/glamp/bashplotlib) (👨💻 20 · 🔀 82 · 📦 150 · 📋 29 - 62% open · ⏱️ 31.03.2021):
+- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (👨💻 230 · 🔀 690 · 📋 1.1K - 49% open · ⏱️ 16.05.2024):
```
- git clone https://github.com/glamp/bashplotlib
+ git clone https://github.com/jonathanslenders/python-prompt-toolkit
```
-- [PyPi](https://pypi.org/project/bashplotlib) (📥 5.9K / month):
+- [PyPi](https://pypi.org/project/python-prompt-toolkit):
```
- pip install bashplotlib
+ pip install python-prompt-toolkit
```
-- [Conda](https://anaconda.org/conda-forge/bashplotlib) (📥 3.5K · ⏱️ 08.09.2018):
+- [Conda](https://anaconda.org/conda-forge/python-prompt-toolkit):
```
- conda install -c conda-forge bashplotlib
+ conda install -c conda-forge python-prompt-toolkit
```
python-prompt-toolkit (🥉18 · ⭐ 7.9K) - 一个用于构建强大的交互式命令行程序的库。BSD-3
+bashplotlib (🥉19 · ⭐ 1.8K · 💀) - Making basic plots in the terminal. MIT
-- [GitHub](https://github.com/prompt-toolkit/python-prompt-toolkit) (👨💻 210 · 🔀 620 · 📋 990 - 46% open · ⏱️ 27.06.2022):
+- [GitHub](https://github.com/glamp/bashplotlib) (👨💻 20 · 🔀 84 · 📦 180 · 📋 29 - 62% open · ⏱️ 31.03.2021):
```
- git clone https://github.com/jonathanslenders/python-prompt-toolkit
+ git clone https://github.com/glamp/bashplotlib
```
-- [PyPi](https://pypi.org/project/python-prompt-toolkit):
+- [PyPi](https://pypi.org/project/bashplotlib) (📥 5K / month):
```
- pip install python-prompt-toolkit
+ pip install bashplotlib
```
-- [Conda](https://anaconda.org/conda-forge/python-prompt-toolkit):
+- [Conda](https://anaconda.org/conda-forge/bashplotlib) (📥 5.1K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge python-prompt-toolkit
+ conda install -c conda-forge bashplotlib
```
-## 命令行工具
+## Command-line Tools
-
+
-_用于创建命令行程序的库。_
+_Useful CLI-based tools for productivity._
-cookiecutter (🥇35 · ⭐ 18K · 📈) - 从 cookiecutters（项目模板）创建项目的一个命令行工具。BSD-3
+cookiecutter (🥇34 · ⭐ 22K) - A command-line utility that creates projects from cookiecutters.. BSD-3
-- [GitHub](https://github.com/cookiecutter/cookiecutter) (👨💻 280 · 🔀 1.7K · 📦 14K · 📋 740 - 24% open · ⏱️ 01.08.2022):
+- [GitHub](https://github.com/cookiecutter/cookiecutter) (👨💻 320 · 🔀 1.9K · 📦 27K · 📋 850 - 23% open · ⏱️ 25.04.2024):
```
git clone https://github.com/audreyr/cookiecutter
```
-- [PyPi](https://pypi.org/project/cookiecutter) (📥 2M / month):
+- [PyPi](https://pypi.org/project/cookiecutter) (📥 4.1M / month):
```
pip install cookiecutter
```
-- [Conda](https://anaconda.org/conda-forge/cookiecutter) (📥 380K · ⏱️ 01.06.2022):
+- [Conda](https://anaconda.org/conda-forge/cookiecutter) (📥 1M · ⏱️ 22.02.2024):
```
conda install -c conda-forge cookiecutter
```
httpie (🥇34 · ⭐ 23K) - 一个命令行 HTTP 客户端，cURL 的替代品，易用性更好。BSD-3
-
-- [GitHub](https://github.com/httpie/httpie) (👨💻 150 · 🔀 3.5K · 📥 1.1K · 📦 11K · 📋 780 - 14% open · ⏱️ 10.08.2022):
-
- ```
- git clone https://github.com/jakubroztocil/httpie
- ```
-- [PyPi](https://pypi.org/project/httpie) (📥 190K / month):
- ```
- pip install httpie
- ```
-- [Conda](https://anaconda.org/conda-forge/httpie) (📥 82K · ⏱️ 09.05.2022):
- ```
- conda install -c conda-forge httpie
- ```
-thefuck (🥈29 · ⭐ 73K) - 修正你之前的命令行指令。MIT
+thefuck (🥇30 · ⭐ 83K) - Correcting your previous console command. MIT
-- [GitHub](https://github.com/nvbn/thefuck) (👨💻 190 · 🔀 3.1K · 📦 360 · 📋 640 - 31% open · ⏱️ 03.07.2022):
+- [GitHub](https://github.com/nvbn/thefuck) (👨💻 200 · 🔀 3.4K · 📦 510 · 📋 720 - 34% open · ⏱️ 25.01.2024):
```
git clone https://github.com/nvbn/thefuck
```
-- [PyPi](https://pypi.org/project/thefuck) (📥 6K / month):
+- [PyPi](https://pypi.org/project/thefuck) (📥 9.8K / month):
```
pip install thefuck
```
@@ -1556,174 +1540,174 @@ _用于创建命令行程序的库。_
conda install -c conda-forge thefuck
```
tmuxp (🥈27 · ⭐ 3.5K) - tmux 会话管理器。MIT
+copier (🥇30 · ⭐ 1.7K) - A library and command-line utility for rendering projects templates. MIT
-- [GitHub](https://github.com/tmux-python/tmuxp) (👨💻 67 · 🔀 210 · 📦 200 · 📋 310 - 21% open · ⏱️ 21.08.2022):
+- [GitHub](https://github.com/copier-org/copier) (👨💻 76 · 🔀 170 · 📦 980 · 📋 460 - 12% open · ⏱️ 16.05.2024):
```
- git clone https://github.com/tony/tmuxp
+ git clone https://github.com/pykong/copier
```
-- [PyPi](https://pypi.org/project/tmuxp) (📥 3.6K / month):
+- [PyPi](https://pypi.org/project/copier) (📥 340K / month):
```
- pip install tmuxp
+ pip install copier
```
-- [Conda](https://anaconda.org/conda-forge/tmuxp):
+- [Conda](https://anaconda.org/conda-forge/copier) (📥 19K · ⏱️ 05.04.2024):
```
- conda install -c conda-forge tmuxp
+ conda install -c conda-forge copier
```
pgcli (🥈25 · ⭐ 11K) - 支持自动补全和语法高亮的 Postgres 命令行工具。BSD-3
+httpie (🥈28 · ⭐ 32K · 📉) - A command line HTTP client, a user-friendly cURL replacement. BSD-3
-- [GitHub](https://github.com/dbcli/pgcli) (👨💻 160 · 🔀 470 · 📦 570 · 📋 640 - 22% open · ⏱️ 14.06.2022):
+- [GitHub](https://github.com/httpie/cli) (👨💻 170 · 🔀 3.6K · 📥 8.5K · 📦 1 · 📋 860 - 19% open · ⏱️ 18.03.2024):
```
- git clone https://github.com/dbcli/pgcli
+ git clone https://github.com/jakubroztocil/httpie
```
-- [PyPi](https://pypi.org/project/pgcli) (📥 37K / month):
+- [PyPi](https://pypi.org/project/httpie) (📥 450K / month):
```
- pip install pgcli
+ pip install httpie
```
-- [Conda](https://anaconda.org/conda-forge/pgcli) (📥 120K · ⏱️ 30.03.2022):
+- [Conda](https://anaconda.org/conda-forge/httpie) (📥 130K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge pgcli
+ conda install -c conda-forge httpie
```
mycli (🥈25 · ⭐ 11K) - 支持自动补全和语法高亮的 MySQL 命令行客户端❗Unlicensed
+tmuxp (🥈28 · ⭐ 4K) - A [tmux](https://github.com/tmux/tmux) session manager. MIT
-- [GitHub](https://github.com/dbcli/mycli) (👨💻 100 · 🔀 620 · 📦 240 · 📋 600 - 28% open · ⏱️ 14.08.2022):
+- [GitHub](https://github.com/tmux-python/tmuxp) (👨💻 74 · 🔀 230 · 📦 300 · 📋 350 - 24% open · ⏱️ 11.05.2024):
```
- git clone https://github.com/dbcli/mycli
+ git clone https://github.com/tony/tmuxp
```
-- [PyPi](https://pypi.org/project/mycli) (📥 31K / month):
+- [PyPi](https://pypi.org/project/tmuxp) (📥 34K / month):
```
- pip install mycli
+ pip install tmuxp
```
-- [Conda](https://anaconda.org/conda-forge/mycli) (📥 36K · ⏱️ 18.04.2022):
+- [Conda](https://anaconda.org/conda-forge/tmuxp) (📥 180 · ⏱️ 21.04.2024):
```
- conda install -c conda-forge mycli
+ conda install -c conda-forge tmuxp
```
howdoi (🥈24 · ⭐ 9.6K) - 通过命令行获取即时的编程问题解答。MIT
+pgcli (🥈27 · ⭐ 12K) - PostgreSQL CLI with autocompletion and syntax highlighting. BSD-3
-- [GitHub](https://github.com/gleitz/howdoi) (👨💻 80 · 🔀 820 · 📦 420 · 📋 250 - 8% open · ⏱️ 04.07.2022):
+- [GitHub](https://github.com/dbcli/pgcli) (👨💻 180 · 🔀 540 · 📦 1.4K · 📋 690 - 19% open · ⏱️ 10.05.2024):
```
- git clone https://github.com/gleitz/howdoi
+ git clone https://github.com/dbcli/pgcli
```
-- [PyPi](https://pypi.org/project/howdoi) (📥 2.5K / month):
+- [PyPi](https://pypi.org/project/pgcli) (📥 140K / month):
```
- pip install howdoi
+ pip install pgcli
```
-- [Conda](https://anaconda.org/conda-forge/howdoi):
+- [Conda](https://anaconda.org/conda-forge/pgcli) (📥 160K · ⏱️ 11.05.2024):
```
- conda install -c conda-forge howdoi
+ conda install -c conda-forge pgcli
```
copier (🥈24 · ⭐ 660) - 用于呈现项目模板的库和命令行实用程序。MIT
+mycli (🥈25 · ⭐ 11K) - MySQL CLI with autocompletion and syntax highlighting. ❗Unlicensed
-- [GitHub](https://github.com/copier-org/copier) (👨💻 40 · 🔀 84 · 📦 100 · 📋 270 - 12% open · ⏱️ 22.08.2022):
+- [GitHub](https://github.com/dbcli/mycli) (👨💻 120 · 🔀 650 · 📦 350 · 📋 660 - 30% open · ⏱️ 13.05.2024):
```
- git clone https://github.com/pykong/copier
+ git clone https://github.com/dbcli/mycli
```
-- [PyPi](https://pypi.org/project/copier) (📥 14K / month):
+- [PyPi](https://pypi.org/project/mycli) (📥 42K / month):
```
- pip install copier
+ pip install mycli
```
-- [Conda](https://anaconda.org/conda-forge/copier) (📥 290 · ⏱️ 06.07.2022):
+- [Conda](https://anaconda.org/conda-forge/mycli) (📥 76K · ⏱️ 08.04.2024):
```
- conda install -c conda-forge copier
+ conda install -c conda-forge mycli
```
iredis (🥉22 · ⭐ 2.1K) - 支持自动补全和高亮显示的 redis 命令行工具。BSD-3
+iredis (🥉24 · ⭐ 2.5K) - Redis CLI with autocompletion and syntax highlighting. BSD-3
-- [GitHub](https://github.com/laixintao/iredis) (👨💻 30 · 🔀 89 · 📥 10K · 📋 200 - 25% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/laixintao/iredis) (👨💻 31 · 🔀 99 · 📥 12K · 📦 20 · 📋 220 - 24% open · ⏱️ 15.04.2024):
```
git clone https://github.com/laixintao/iredis
```
-- [PyPi](https://pypi.org/project/iredis) (📥 1.3K / month):
+- [PyPi](https://pypi.org/project/iredis) (📥 3.5K / month):
```
pip install iredis
```
-- [Conda](https://anaconda.org/conda-forge/iredis) (📥 85 · ⏱️ 10.08.2022):
+- [Conda](https://anaconda.org/conda-forge/iredis) (📥 1.2K · ⏱️ 18.06.2023):
```
conda install -c conda-forge iredis
```
PathPicker (🥉20 · ⭐ 4.8K) - 从 bash 输出中选出文件。MIT
+howdoi (🥉23 · ⭐ 10K) - Instant coding answers via the command line. MIT
-- [GitHub](https://github.com/facebook/PathPicker) (👨💻 78 · 🔀 270 · 📥 44K · 📋 170 - 8% open · ⏱️ 03.07.2022):
+- [GitHub](https://github.com/gleitz/howdoi) (👨💻 84 · 🔀 850 · 📦 500 · 📋 260 - 5% open · ⏱️ 06.01.2024):
```
- git clone https://github.com/facebook/PathPicker
+ git clone https://github.com/gleitz/howdoi
```
-- [PyPi](https://pypi.org/project/PathPicker):
+- [PyPi](https://pypi.org/project/howdoi) (📥 1.4K / month):
```
- pip install PathPicker
+ pip install howdoi
```
-- [Conda](https://anaconda.org/conda-forge/PathPicker):
+- [Conda](https://anaconda.org/conda-forge/howdoi):
```
- conda install -c conda-forge PathPicker
+ conda install -c conda-forge howdoi
```
litecli (🥉20 · ⭐ 1.7K) - 支持自动补全和语法高亮的 SQLite 命令行工具。BSD-3
+litecli (🥉22 · ⭐ 2K) - SQLite CLI with autocompletion and syntax highlighting. BSD-3
-- [GitHub](https://github.com/dbcli/litecli) (👨💻 24 · 🔀 59 · 📦 170 · 📋 84 - 29% open · ⏱️ 11.07.2022):
+- [GitHub](https://github.com/dbcli/litecli) (👨💻 28 · 🔀 68 · 📦 320 · 📋 100 - 32% open · ⏱️ 03.05.2024):
```
git clone https://github.com/dbcli/litecli
```
-- [PyPi](https://pypi.org/project/litecli) (📥 24K / month):
+- [PyPi](https://pypi.org/project/litecli) (📥 18K / month):
```
pip install litecli
```
-- [Conda](https://anaconda.org/conda-forge/litecli):
+- [Conda](https://anaconda.org/conda-forge/litecli) (📥 370 · ⏱️ 04.05.2024):
```
conda install -c conda-forge litecli
```
saws (🥉18 · ⭐ 5K · 💤) - 一个加强版的 AWS 命令行。❗Unlicensed
+PathPicker (🥉21 · ⭐ 5.1K) - Select files out of bash output. MIT
-- [GitHub](https://github.com/donnemartin/saws) (👨💻 8 · 🔀 270 · 📦 38 · 📋 92 - 32% open · ⏱️ 15.01.2022):
+- [GitHub](https://github.com/facebook/PathPicker) (👨💻 80 · 🔀 280 · 📥 45K · 📦 3 · 📋 170 - 12% open · ⏱️ 09.04.2024):
```
- git clone https://github.com/donnemartin/saws
+ git clone https://github.com/facebook/PathPicker
```
-- [PyPi](https://pypi.org/project/saws) (📥 400 / month):
+- [PyPi](https://pypi.org/project/PathPicker):
```
- pip install saws
+ pip install PathPicker
```
-- [Conda](https://anaconda.org/conda-forge/saws) (📥 21K · ⏱️ 16.03.2020):
+- [Conda](https://anaconda.org/conda-forge/PathPicker):
```
- conda install -c conda-forge saws
+ conda install -c conda-forge PathPicker
```
percol (🥉18 · ⭐ 3.1K · 💀) - 向 UNIX shell 传统管道概念中加入交互式选择功能。❗Unlicensed
+saws (🥉19 · ⭐ 5.2K · 💀) - A Supercharged [aws-cli](https://github.com/aws/aws-cli). ❗Unlicensed
-- [GitHub](https://github.com/mooz/percol) (👨💻 36 · 🔀 140 · 📦 32 · 📋 65 - 55% open · ⏱️ 23.07.2019):
+- [GitHub](https://github.com/donnemartin/saws) (👨💻 8 · 🔀 280 · 📦 41 · 📋 94 - 34% open · ⏱️ 15.01.2022):
```
- git clone https://github.com/mooz/percol
+ git clone https://github.com/donnemartin/saws
```
-- [PyPi](https://pypi.org/project/percol) (📥 2.3K / month):
+- [PyPi](https://pypi.org/project/saws) (📥 120 / month):
```
- pip install percol
+ pip install saws
```
-- [Conda](https://anaconda.org/conda-forge/percol):
+- [Conda](https://anaconda.org/conda-forge/saws) (📥 26K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge percol
+ conda install -c conda-forge saws
```
kube-shell (🥉18 · ⭐ 2.1K · 💀) - K8S 命令行集成的 shell 工具。Apache-2
+kube-shell (🥉18 · ⭐ 2.4K · 💀) - An integrated shell for working with the Kubernetes CLI. Apache-2
-- [GitHub](https://github.com/cloudnativelabs/kube-shell) (👨💻 6 · 🔀 160 · 📥 600 · 📦 13 · 📋 69 - 82% open · ⏱️ 19.09.2018):
+- [GitHub](https://github.com/cloudnativelabs/kube-shell) (👨💻 6 · 🔀 170 · 📥 730 · 📦 16 · 📋 70 - 82% open · ⏱️ 19.09.2018):
```
git clone https://github.com/cloudnativelabs/kube-shell
```
-- [PyPi](https://pypi.org/project/kube-shell) (📥 290 / month):
+- [PyPi](https://pypi.org/project/kube-shell) (📥 330 / month):
```
pip install kube-shell
```
@@ -1732,14 +1716,14 @@ _用于创建命令行程序的库。_
conda install -c conda-forge kube-shell
```
doitlive (🥉16 · ⭐ 3.2K) - 一个用来在终端中进行现场演示的工具。MIT
+doitlive (🥉17 · ⭐ 3.4K) - A tool for live presentations in the terminal. MIT
-- [GitHub](https://github.com/sloria/doitlive) (👨💻 17 · 🔀 94 · 📦 17 · 📋 48 - 25% open · ⏱️ 14.08.2022):
+- [GitHub](https://github.com/sloria/doitlive) (👨💻 21 · 🔀 97 · 📦 20 · 📋 49 - 20% open · ⏱️ 07.05.2024):
```
git clone https://github.com/sloria/doitlive
```
-- [PyPi](https://pypi.org/project/doitlive) (📥 230 / month):
+- [PyPi](https://pypi.org/project/doitlive) (📥 360 / month):
```
pip install doitlive
```
@@ -1748,9 +1732,25 @@ _用于创建命令行程序的库。_
conda install -c conda-forge doitlive
```
try (🥉12 · ⭐ 650) - 一个极其简单的命令行工具，用来试用 python 库。MIT
+percol (🥉17 · ⭐ 3.3K · 💀) - Adds flavor of interactive selection to the traditional pipe.. ❗Unlicensed
+
+- [GitHub](https://github.com/mooz/percol) (👨💻 36 · 🔀 140 · 📦 34 · 📋 65 - 55% open · ⏱️ 23.07.2019):
+
+ ```
+ git clone https://github.com/mooz/percol
+ ```
+- [PyPi](https://pypi.org/project/percol) (📥 680 / month):
+ ```
+ pip install percol
+ ```
+- [Conda](https://anaconda.org/conda-forge/percol):
+ ```
+ conda install -c conda-forge percol
+ ```
+try (🥉12 · ⭐ 710 · 💀) - A dead simple CLI to try out python packages - it's never been easier. MIT
-- [GitHub](https://github.com/timofurrer/try) (👨💻 4 · 🔀 34 · 📦 5 · 📋 12 - 25% open · ⏱️ 15.05.2022):
+- [GitHub](https://github.com/timofurrer/try) (👨💻 4 · 🔀 36 · 📦 6 · 📋 14 - 28% open · ⏱️ 15.05.2022):
```
git clone https://github.com/timofurrer/try
@@ -1766,109 +1766,109 @@ _用于创建命令行程序的库。_
-## 兼容性
+## Compatibility
-
+
-_帮助从 Python 2 向 Python 3 迁移的库。_
+_Libraries for migrating from Python 2 to 3._
-🔗 python-future - 这就是 Python 2 和 Python 3 之间丢失的那个兼容性层。
+🔗 python-future - The missing compatibility layer between Python 2 and Python 3.
-🔗 six - Python 2 和 3 的兼容性工具。
+🔗 six - Python 2 and 3 compatibility utilities.
-modernize (🥇17 · ⭐ 290 · 💀) - 使 Python 代码更加现代化以便最终迁移到 Python 3。❗Unlicensed
+modernize (🥇17 · ⭐ 350 · 💀) - Modernizes Python code for eventual Python 3 migration. ❗Unlicensed
-- [GitHub](https://github.com/PyCQA/modernize) (👨💻 32 · 🔀 46 · 📋 130 - 34% open · ⏱️ 11.01.2021):
+- [GitHub](https://github.com/PyCQA/modernize) (👨💻 32 · 🔀 48 · 📋 130 - 35% open · ⏱️ 11.01.2021):
```
git clone https://github.com/PyCQA/modernize
```
-- [PyPi](https://pypi.org/project/modernize) (📥 40K / month):
+- [PyPi](https://pypi.org/project/modernize) (📥 51K / month):
```
pip install modernize
```
-- [Conda](https://anaconda.org/conda-forge/modernize) (📥 26K · ⏱️ 04.10.2020):
+- [Conda](https://anaconda.org/conda-forge/modernize) (📥 32K · ⏱️ 16.06.2023):
```
conda install -c conda-forge modernize
```
-## 计算机视觉
+## Computer Vision
-
+
-_计算机视觉相关库。_
+_Libraries for Computer Vision._
-🔗 OpenCV - 开源计算机视觉库。
+🔗 OpenCV - Open Source Computer Vision Library.
-EasyOCR (🥇31 · ⭐ 16K) - 支持40多种语言的即用型 OCR。Apache-2
+EasyOCR (🥇32 · ⭐ 22K · 💤) - Ready-to-use OCR with 40+ languages supported. Apache-2
-- [GitHub](https://github.com/JaidedAI/EasyOCR) (👨💻 110 · 🔀 2.2K · 📥 2M · 📦 1.5K · 📋 640 - 15% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/JaidedAI/EasyOCR) (👨💻 130 · 🔀 2.9K · 📥 11M · 📦 6.4K · 📋 950 - 38% open · ⏱️ 04.09.2023):
```
git clone https://github.com/JaidedAI/EasyOCR
```
-- [PyPi](https://pypi.org/project/EasyOCR) (📥 84K / month):
+- [PyPi](https://pypi.org/project/EasyOCR) (📥 240K / month):
```
pip install EasyOCR
```
-- [Conda](https://anaconda.org/conda-forge/EasyOCR):
+- [Conda](https://anaconda.org/conda-forge/EasyOCR) (📥 14K · ⏱️ 14.05.2024):
```
conda install -c conda-forge EasyOCR
```
tesserocr (🥈26 · ⭐ 1.7K) - 另一个简单的，兼容 Pillow 的 `tesseract-ocr` API 装饰器，可用于 OCR。MIT
+tesserocr (🥈29 · ⭐ 1.9K) - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr`.. MIT
-- [GitHub](https://github.com/sirfz/tesserocr) (👨💻 26 · 🔀 220 · 📦 700 · 📋 250 - 31% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/sirfz/tesserocr) (👨💻 30 · 🔀 250 · 📥 240 · 📦 980 · 📋 270 - 17% open · ⏱️ 27.04.2024):
```
git clone https://github.com/sirfz/tesserocr
```
-- [PyPi](https://pypi.org/project/tesserocr) (📥 49K / month):
+- [PyPi](https://pypi.org/project/tesserocr) (📥 68K / month):
```
pip install tesserocr
```
-- [Conda](https://anaconda.org/conda-forge/tesserocr) (📥 81K · ⏱️ 04.05.2022):
+- [Conda](https://anaconda.org/conda-forge/tesserocr) (📥 140K · ⏱️ 16.06.2023):
```
conda install -c conda-forge tesserocr
```
Face Recognition (🥈25 · ⭐ 46K) - 简单的面部识别库。MIT
+Face Recognition (🥈27 · ⭐ 52K · 💀) - Simple facial recognition library. MIT
-- [GitHub](https://github.com/ageitgey/face_recognition) (👨💻 54 · 🔀 12K · 📥 470 · 📋 1.2K - 53% open · ⏱️ 10.06.2022):
+- [GitHub](https://github.com/ageitgey/face_recognition) (👨💻 54 · 🔀 13K · 📥 1.2K · 📦 21 · 📋 1.3K - 55% open · ⏱️ 10.06.2022):
```
git clone https://github.com/ageitgey/face_recognition
```
-- [PyPi](https://pypi.org/project/face_recognition) (📥 39K / month):
+- [PyPi](https://pypi.org/project/face_recognition) (📥 210K / month):
```
pip install face_recognition
```
-- [Conda](https://anaconda.org/conda-forge/face_recognition) (📥 8.8K · ⏱️ 30.04.2021):
+- [Conda](https://anaconda.org/conda-forge/face_recognition) (📥 21K · ⏱️ 16.06.2023):
```
conda install -c conda-forge face_recognition
```
pytesseract (🥈25 · ⭐ 4.4K) - Google Tesseract OCR 的另一包装库。Apache-2
+pytesseract (🥉24 · ⭐ 5.6K) - A wrapper for [Google Tesseract.. Apache-2
-- [GitHub](https://github.com/madmaze/pytesseract) (👨💻 41 · 🔀 600 · 📋 310 - 4% open · ⏱️ 16.08.2022):
+- [GitHub](https://github.com/madmaze/pytesseract) (👨💻 46 · 🔀 680 · 📋 360 - 3% open · ⏱️ 08.05.2024):
```
git clone https://github.com/madmaze/pytesseract
```
-- [PyPi](https://pypi.org/project/pytesseract) (📥 670K / month):
+- [PyPi](https://pypi.org/project/pytesseract) (📥 2M / month):
```
pip install pytesseract
```
-- [Conda](https://anaconda.org/conda-forge/pytesseract) (📥 520K · ⏱️ 15.03.2022):
+- [Conda](https://anaconda.org/conda-forge/pytesseract) (📥 600K · ⏱️ 15.10.2023):
```
conda install -c conda-forge pytesseract
```
Kornia (🥉24 · ⭐ 7K) - PyTorch 的开源差异化计算机视觉库。Apache-2
+Kornia (🥉23 · ⭐ 9.5K) - Open Source Differentiable Computer Vision Library for PyTorch. Apache-2
-- [GitHub](https://github.com/kornia/kornia) (🔀 680 · 📥 430 · 📦 1.7K · 📋 600 - 26% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/kornia/kornia) (🔀 920 · 📥 1.1K · 📦 9.8K · 📋 890 - 28% open · ⏱️ 16.05.2024):
```
git clone https://github.com/kornia/kornia/
@@ -1878,14 +1878,14 @@ _计算机视觉相关库。_
conda install -c conda-forge
```
SimpleCV (🥉24 · ⭐ 2.6K · 💀) - 一个用来创建计算机视觉应用的开源框架。BSD-3
+SimpleCV (🥉18 · ⭐ 2.7K · 💀) - An open source framework for building computer vision applications. BSD-3
-- [GitHub](https://github.com/sightmachine/SimpleCV) (👨💻 100 · 🔀 760 · 📦 370 · 📋 330 - 22% open · ⏱️ 07.04.2015):
+- [GitHub](https://github.com/sightmachine/SimpleCV) (👨💻 100 · 🔀 760 · 📋 330 - 22% open · ⏱️ 07.04.2015):
```
git clone https://github.com/sightmachine/SimpleCV
```
-- [PyPi](https://pypi.org/project/SimpleCV) (📥 1.6K / month):
+- [PyPi](https://pypi.org/project/SimpleCV) (📥 1K / month):
```
pip install SimpleCV
```
@@ -1896,28 +1896,28 @@ _计算机视觉相关库。_
-## 并发和并行
+## Concurrency and Parallelism
-
+
-_用以进行并发和并行操作的库。_
+_Libraries for concurrent and parallel execution._
-🔗 concurrent.futures - （Python 标准库）将文件名映射为 MIME 类型。
+🔗 concurrent.futures - (Python standard library) A high-level interface for asynchronously executing..
-🔗 eventlet - 支持 WSGI 的异步框架。
+🔗 eventlet - Asynchronous framework with WSGI support.
-🔗 gevent - 使用 greenlet 且基于协程的 Python 网络库。
+🔗 gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-..
-🔗 multiprocessing - （Python 标准库）将文件名映射为 MIME 类型。
+🔗 multiprocessing - (Python standard library) Process-based parallelism.
-scoop (🥇20 · ⭐ 560) - 支持在 Python 中进行可伸缩并行操作。❗️LGPL-3.0
+scoop (🥇19 · ⭐ 620 · 💀) - Scalable Concurrent Operations in Python. ❗️LGPL-3.0
-- [GitHub](https://github.com/soravux/scoop) (👨💻 24 · 🔀 84 · 📦 270 · 📋 73 - 43% open · ⏱️ 14.08.2022):
+- [GitHub](https://github.com/soravux/scoop) (👨💻 25 · 🔀 85 · 📦 420 · 📋 75 - 44% open · ⏱️ 14.08.2022):
```
git clone https://github.com/soravux/scoop
```
-- [PyPi](https://pypi.org/project/scoop) (📥 1.5K / month):
+- [PyPi](https://pypi.org/project/scoop) (📥 2.1K / month):
```
pip install scoop
```
@@ -1928,139 +1928,139 @@ _用以进行并发和并行操作的库。_
-## 配置
+## Configuration
-
+
-_用来保存和解析配置的库。_
+_Libraries for storing and parsing configuration options._
-🔗 configparser - （Python 标准库）将文件名映射为 MIME 类型。
+🔗 configparser - (Python standard library) INI file parser.
-🔗 profig - 通过多种格式进行配置，具有数值转换功能。
+🔗 profig - Config from multiple formats with value conversion.
-python-decouple (🥇30 · ⭐ 2.2K) - 将设置和代码完全隔离。MIT
+python-decouple (🥇31 · ⭐ 2.7K) - Strict separation of settings from code. MIT
-- [GitHub](https://github.com/henriquebastos/python-decouple) (👨💻 32 · 🔀 160 · 📥 10 · 📦 74K · 📋 80 - 11% open · ⏱️ 11.05.2022):
+- [GitHub](https://github.com/HBNetwork/python-decouple) (👨💻 36 · 🔀 190 · 📥 12 · 📦 130K · 📋 94 - 4% open · ⏱️ 01.01.2024):
```
git clone https://github.com/henriquebastos/python-decouple
```
-- [PyPi](https://pypi.org/project/python-decouple) (📥 970K / month):
+- [PyPi](https://pypi.org/project/python-decouple) (📥 3.6M / month):
```
pip install python-decouple
```
-- [Conda](https://anaconda.org/conda-forge/python-decouple) (📥 46K · ⏱️ 02.02.2022):
+- [Conda](https://anaconda.org/conda-forge/python-decouple) (📥 83K · ⏱️ 16.06.2023):
```
conda install -c conda-forge python-decouple
```
configobj (🥉27 · ⭐ 280 · 💀) - INI 文件解析器，带验证功能。❗Unlicensed
+hydra (🥉28 · ⭐ 8.3K) - Hydra is a framework for elegantly configuring complex applications. MIT
-- [GitHub](https://github.com/DiffSK/configobj) (👨💻 22 · 🔀 65 · 📦 20K · 📋 140 - 48% open · ⏱️ 14.10.2020):
+- [GitHub](https://github.com/facebookresearch/hydra) (👨💻 120 · 🔀 590 · 📦 23K · 📋 1.4K - 18% open · ⏱️ 03.04.2024):
```
- git clone https://github.com/DiffSK/configobj
+ git clone https://github.com/facebookresearch/hydra
```
-- [PyPi](https://pypi.org/project/configobj) (📥 1.9M / month):
+- [PyPi](https://pypi.org/project/hydra) (📥 9.9K / month):
```
- pip install configobj
+ pip install hydra
```
-- [Conda](https://anaconda.org/conda-forge/configobj) (📥 440K · ⏱️ 29.07.2018):
+- [Conda](https://anaconda.org/conda-forge/hydra) (📥 19K · ⏱️ 05.02.2024):
```
- conda install -c conda-forge configobj
+ conda install -c conda-forge hydra
```
hydra (🥉23 · ⭐ 6.2K) - 一个优雅地配置复杂应用程序的框架。MIT
+configobj (🥉26 · ⭐ 310 · 💀) - INI file parser with validation. ❗Unlicensed
-- [GitHub](https://github.com/facebookresearch/hydra) (👨💻 100 · 🔀 450 · 📦 10 · 📋 1.1K - 13% open · ⏱️ 18.08.2022):
+- [GitHub](https://github.com/DiffSK/configobj) (👨💻 8 · 🔀 73 · 📥 600 · 📦 35K · 📋 150 - 37% open · ⏱️ 18.01.2023):
```
- git clone https://github.com/facebookresearch/hydra
+ git clone https://github.com/DiffSK/configobj
```
-- [PyPi](https://pypi.org/project/hydra) (📥 8.5K / month):
+- [PyPi](https://pypi.org/project/configobj) (📥 3.3M / month):
```
- pip install hydra
+ pip install configobj
```
-- [Conda](https://anaconda.org/conda-forge/hydra) (📥 11K · ⏱️ 18.01.2021):
+- [Conda](https://anaconda.org/conda-forge/configobj) (📥 800K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge hydra
+ conda install -c conda-forge configobj
```
-## 密码学
+## Cryptography
-
+
-_ [cryptography](https://cryptography.io/en/latest/)：这个软件包意在提供密码学基本内容和方法提供给 Python 开发者。 [hashids](https://github.com/davidaurelio/hashids-python)：在 Python 中实现 [hashids](http://hashids.org/) 。_
+_Libraries for Cryptography._
🔗 cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
-🔗 passlib - 安全密码存储／哈希库。
+🔗 passlib - Secure password storage/hashing library, very high level.
-paramiko (🥇31 · ⭐ 7.8K) - SSHv2 协议的 Python (2.6+, 3.3+) ，提供客户端和服务端的功能。❗️LGPL-2.1
+paramiko (🥇33 · ⭐ 8.9K) - The leading native Python SSHv2 protocol library. ❗️LGPL-2.1
-- [GitHub](https://github.com/paramiko/paramiko) (👨💻 180 · 🔀 1.8K · 📦 61K · 📋 1.4K - 51% open · ⏱️ 10.06.2022):
+- [GitHub](https://github.com/paramiko/paramiko) (👨💻 190 · 🔀 1.9K · 📦 95K · 📋 1.6K - 50% open · ⏱️ 11.02.2024):
```
git clone https://github.com/paramiko/paramiko
```
-- [PyPi](https://pypi.org/project/paramiko) (📥 29M / month):
+- [PyPi](https://pypi.org/project/paramiko) (📥 56M / month):
```
pip install paramiko
```
-- [Conda](https://anaconda.org/conda-forge/paramiko) (📥 2.1M · ⏱️ 17.05.2022):
+- [Conda](https://anaconda.org/conda-forge/paramiko) (📥 4.5M · ⏱️ 19.12.2023):
```
conda install -c conda-forge paramiko
```
pynacl (🥉22 · ⭐ 910) - 网络和密码学(NaCl) 库的 Python 绑定。Apache-2
+pynacl (🥉22 · ⭐ 1K) - Python binding to the Networking and Cryptography (NaCl) library. Apache-2
-- [GitHub](https://github.com/pyca/pynacl) (👨💻 64 · 🔀 200 · 📋 290 - 13% open · ⏱️ 02.08.2022):
+- [GitHub](https://github.com/pyca/pynacl) (👨💻 67 · 🔀 210 · 📋 300 - 14% open · ⏱️ 23.02.2024):
```
git clone https://github.com/pyca/pynacl
```
-- [PyPi](https://pypi.org/project/pynacl) (📥 37M / month):
+- [PyPi](https://pypi.org/project/pynacl) (📥 82M / month):
```
pip install pynacl
```
-- [Conda](https://anaconda.org/conda-forge/pynacl) (📥 2.9M · ⏱️ 09.04.2022):
+- [Conda](https://anaconda.org/conda-forge/pynacl) (📥 5.9M · ⏱️ 24.09.2023):
```
conda install -c conda-forge pynacl
```
-## 科学计算和数据分析
+## Data Analysis
-
+
-_用来进行科学计算和数据分析的库。_
+_Libraries for data analyzing._
-🔗 Orange - 通过可视化编程或 Python 脚本进行数据挖掘，数据可视化，分析和机器学习。
+🔗 Orange - Data mining, data visualization, analysis and machine learning through visual programming or..
-🔗 Pandas - 提供高性能，易用的数据结构和数据分析工具。
+🔗 Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
-Blaze (🥇28 · ⭐ 3.1K · 💀) - NumPy 和 Pandas 的大数据接口。BSD-3
+Blaze (🥇28 · ⭐ 3.2K · 💀) - NumPy and Pandas interface to Big Data. BSD-3
-- [GitHub](https://github.com/blaze/blaze) (👨💻 65 · 🔀 360 · 📦 8.3K · 📋 750 - 33% open · ⏱️ 15.08.2019):
+- [GitHub](https://github.com/blaze/blaze) (👨💻 67 · 🔀 360 · 📦 9.2K · 📋 750 - 33% open · ⏱️ 15.08.2019):
```
git clone https://github.com/blaze/blaze
```
-- [PyPi](https://pypi.org/project/blaze) (📥 8.1K / month):
+- [PyPi](https://pypi.org/project/blaze) (📥 48K / month):
```
pip install blaze
```
-- [Conda](https://anaconda.org/conda-forge/blaze) (📥 200K · ⏱️ 15.07.2018):
+- [Conda](https://anaconda.org/conda-forge/blaze) (📥 200K · ⏱️ 16.06.2023):
```
conda install -c conda-forge blaze
```
AWS Data Wrangler (🥈20 · ⭐ 3K) - AWS 平台上使用的 Pandas。Apache-2
+AWS Data Wrangler (🥈26 · ⭐ 3.8K) - Pandas on AWS. Apache-2
-- [GitHub](https://github.com/aws/aws-sdk-pandas) (👨💻 110 · 🔀 500 · 📥 150K · 📋 720 - 2% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/aws/aws-sdk-pandas) (👨💻 150 · 🔀 660 · 📥 240K · 📦 1.6K · 📋 1.1K - 3% open · ⏱️ 15.05.2024):
```
git clone https://github.com/awslabs/aws-data-wrangler
@@ -2074,483 +2074,483 @@ _用来进行科学计算和数据分析的库。_
conda install -c conda-forge aws-data-wrangler
```
Optimus (🥉19 · ⭐ 1.2K) - 在使用 PySpark 时，让敏捷数据科学工作流程变得简单。Apache-2
+Open Mining (🥉20 · ⭐ 1.3K · 💀) - Business Intelligence (BI) in Pandas interface. MIT
-- [GitHub](https://github.com/hi-primus/optimus) (👨💻 23 · 🔀 210 · 📋 230 - 14% open · ⏱️ 21.06.2022):
+- [GitHub](https://github.com/mining/mining) (👨💻 14 · 🔀 230 · 📦 20 · 📋 180 - 36% open · ⏱️ 02.12.2016):
```
- git clone https://github.com/ironmussa/Optimus
+ git clone https://github.com/mining/mining
```
-- [PyPi](https://pypi.org/project/Optimus) (📥 21K / month):
+- [PyPi](https://pypi.org/project/mining) (📥 44 / month):
```
- pip install Optimus
+ pip install mining
```
-- [Conda](https://anaconda.org/conda-forge/Optimus):
+- [Conda](https://anaconda.org/conda-forge/mining):
```
- conda install -c conda-forge Optimus
+ conda install -c conda-forge mining
```
Open Mining (🥉19 · ⭐ 1.2K · 💀) - 使用 Python 挖掘商业情报 (BI) (Pandas web 接口)。MIT
+Optimus (🥉18 · ⭐ 1.4K · 💤) - Agile Data Science Workflows made easy with PySpark. Apache-2
-- [GitHub](https://github.com/mining/mining) (👨💻 14 · 🔀 230 · 📦 13 · 📋 180 - 36% open · ⏱️ 02.12.2016):
+- [GitHub](https://github.com/hi-primus/optimus) (👨💻 24 · 🔀 230 · 📋 220 - 4% open · ⏱️ 19.05.2023):
```
- git clone https://github.com/mining/mining
+ git clone https://github.com/ironmussa/Optimus
```
-- [PyPi](https://pypi.org/project/mining) (📥 17 / month):
+- [PyPi](https://pypi.org/project/Optimus) (📥 5.9K / month):
```
- pip install mining
+ pip install Optimus
```
-- [Conda](https://anaconda.org/conda-forge/mining):
+- [Conda](https://anaconda.org/conda-forge/Optimus):
```
- conda install -c conda-forge mining
+ conda install -c conda-forge Optimus
```
-## 数据验证
+## Data Validation
-
+
-_数据验证库。多用于表单验证。_
+_Libraries for validating data. Used for forms in many cases._
-🔗 colander - 一个用于对从 XML, JSON，HTML 表单获取的数据或其他同样简单的序列化数据进行验证和反序列化的系统。
+🔗 colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
-jsonschema (🥇33 · ⭐ 3.8K) - JSON Schema 的 python 实现，用于 JSON 数据的验证。MIT
+jsonschema (🥇34 · ⭐ 4.5K) - An implementation of [JSON Schema](http://json-schema.org/) for Python. MIT
-- [GitHub](https://github.com/python-jsonschema/jsonschema) (👨💻 100 · 🔀 510 · 📦 240K · 📋 670 - 5% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/python-jsonschema/jsonschema) (👨💻 110 · 🔀 560 · 📥 240 · 📦 560K · 📋 820 - 3% open · ⏱️ 06.05.2024):
```
git clone https://github.com/Julian/jsonschema
```
-- [PyPi](https://pypi.org/project/jsonschema) (📥 41M / month):
+- [PyPi](https://pypi.org/project/jsonschema) (📥 120M / month):
```
pip install jsonschema
```
-- [Conda](https://anaconda.org/conda-forge/jsonschema) (📥 13M · ⏱️ 22.08.2022):
+- [Conda](https://anaconda.org/conda-forge/jsonschema) (📥 28M · ⏱️ 01.05.2024):
```
conda install -c conda-forge jsonschema
```
schema (🥈31 · ⭐ 2.6K · 💤) - 一个用于对 Python 数据结构进行验证的库。MIT
+schema (🥈32 · ⭐ 2.8K) - A library for validating Python data structures. MIT
-- [GitHub](https://github.com/keleshev/schema) (👨💻 62 · 🔀 180 · 📦 4.4K · 📋 140 - 51% open · ⏱️ 01.12.2021):
+- [GitHub](https://github.com/keleshev/schema) (👨💻 69 · 🔀 200 · 📦 9.1K · 📋 160 - 49% open · ⏱️ 06.05.2024):
```
git clone https://github.com/keleshev/schema
```
-- [PyPi](https://pypi.org/project/schema) (📥 3.6M / month):
+- [PyPi](https://pypi.org/project/schema) (📥 17M / month):
```
pip install schema
```
-- [Conda](https://anaconda.org/conda-forge/schema) (📥 59K · ⏱️ 02.12.2021):
+- [Conda](https://anaconda.org/conda-forge/schema) (📥 160K · ⏱️ 04.05.2024):
```
conda install -c conda-forge schema
```
voluptuous (🥈31 · ⭐ 1.7K) - 一个 Python 数据验证库。主要是为了验证传入 Python 的 JSON，YAML 等数据。BSD-3
+Cerberus (🥈31 · ⭐ 3.1K · 💤) - A lightweight and extensible data validation library. ISC
-- [GitHub](https://github.com/alecthomas/voluptuous) (👨💻 88 · 🔀 200 · 📦 5.4K · 📋 240 - 16% open · ⏱️ 13.07.2022):
+- [GitHub](https://github.com/pyeve/cerberus) (👨💻 66 · 🔀 230 · 📦 16K · 📋 350 - 5% open · ⏱️ 23.10.2023):
```
- git clone https://github.com/alecthomas/voluptuous
+ git clone https://github.com/pyeve/cerberus
```
-- [PyPi](https://pypi.org/project/voluptuous) (📥 1.3M / month):
+- [PyPi](https://pypi.org/project/cerberus) (📥 4.9M / month):
```
- pip install voluptuous
+ pip install cerberus
```
-- [Conda](https://anaconda.org/conda-forge/voluptuous) (📥 200K · ⏱️ 07.04.2022):
+- [Conda](https://anaconda.org/conda-forge/cerberus) (📥 370K · ⏱️ 06.10.2023):
```
- conda install -c conda-forge voluptuous
+ conda install -c conda-forge cerberus
```
Cerberus (🥉29 · ⭐ 2.8K · 💀) - 一个映射验证器（mappings-validator）。支持多种规则，提供归一化功能，可以方便地定制为 Python 风格的 schema 定义。ISC
+voluptuous (🥉30 · ⭐ 1.8K) - A Python data validation library. BSD-3
-- [GitHub](https://github.com/pyeve/cerberus) (👨💻 62 · 🔀 220 · 📦 12K · 📋 330 - 11% open · ⏱️ 05.05.2021):
+- [GitHub](https://github.com/alecthomas/voluptuous) (👨💻 96 · 🔀 210 · 📦 16K · 📋 250 - 15% open · ⏱️ 02.02.2024):
```
- git clone https://github.com/pyeve/cerberus
+ git clone https://github.com/alecthomas/voluptuous
```
-- [PyPi](https://pypi.org/project/cerberus) (📥 3.2M / month):
+- [PyPi](https://pypi.org/project/voluptuous) (📥 2.7M / month):
```
- pip install cerberus
+ pip install voluptuous
```
-- [Conda](https://anaconda.org/conda-forge/cerberus) (📥 240K · ⏱️ 10.12.2021):
+- [Conda](https://anaconda.org/conda-forge/voluptuous) (📥 360K · ⏱️ 03.02.2024):
```
- conda install -c conda-forge cerberus
+ conda install -c conda-forge voluptuous
```
Schematics (🥉25 · ⭐ 2.5K · 💤) - 数据结构验证。❗Unlicensed
+Schematics (🥉24 · ⭐ 2.6K · 💀) - Data Structure Validation. ❗Unlicensed
-- [GitHub](https://github.com/schematics/schematics) (👨💻 120 · 🔀 270 · 📦 1.3K · 📋 330 - 27% open · ⏱️ 17.08.2021):
+- [GitHub](https://github.com/schematics/schematics) (👨💻 120 · 🔀 260 · 📦 1.6K · 📋 330 - 27% open · ⏱️ 17.08.2021):
```
git clone https://github.com/schematics/schematics
```
-- [PyPi](https://pypi.org/project/schematics) (📥 160K / month):
+- [PyPi](https://pypi.org/project/schematics) (📥 330K / month):
```
pip install schematics
```
-- [Conda](https://anaconda.org/conda-forge/schematics) (📥 24K · ⏱️ 17.07.2019):
+- [Conda](https://anaconda.org/conda-forge/schematics) (📥 26K · ⏱️ 16.06.2023):
```
conda install -c conda-forge schematics
```
valideer (🥉18 · ⭐ 260 · 💀) - 轻量级可扩展的数据验证和适配库。MIT
+valideer (🥉17 · ⭐ 260 · 💀) - Lightweight extensible data validation and adaptation library. MIT
-- [GitHub](https://github.com/podio/valideer) (👨💻 7 · 🔀 23 · 📦 61 · 📋 15 - 26% open · ⏱️ 07.03.2018):
+- [GitHub](https://github.com/podio/valideer) (👨💻 9 · 🔀 23 · 📦 70 · 📋 15 - 26% open · ⏱️ 05.01.2023):
```
git clone https://github.com/podio/valideer
```
-- [PyPi](https://pypi.org/project/valideer) (📥 13K / month):
+- [PyPi](https://pypi.org/project/valideer) (📥 6.4K / month):
```
pip install valideer
```
-- [Conda](https://anaconda.org/conda-forge/valideer) (📥 19K · ⏱️ 06.07.2018):
+- [Conda](https://anaconda.org/conda-forge/valideer) (📥 22K · ⏱️ 16.06.2023):
```
conda install -c conda-forge valideer
```
-## 数据可视化
+## Data Visualization
-
+
-_进行数据可视化的库。 参见：[awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization)。_
+_Libraries for visualizing data._
-🔗 Dash - 构建在 Flask、React 和 Plotly之上，旨在用于分析 Web 应用程序。
+🔗 Dash - Built on top of Flask, React and Plotly aimed at analytical web applications.
-🔗 awesome-dash ( ⭐ 1.6K) - A curated list of awesome Dash (plotly) resources.
+🔗 awesome-dash ( ⭐ 2K · 💀) - A curated list of awesome Dash (plotly) resources.
-🔗 Matplotlib - 一个 Python 2D 绘图库。
+🔗 Matplotlib - A Python 2D plotting library.
-🔗 Pygal - 一个 Python SVG 图表创建工具。
+🔗 Pygal - A Python SVG Charts Creator.
-🔗 PyGraphviz - Graphviz 的 Python 接口。
+🔗 PyGraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
-🔗 PyQtGraph - 交互式实时 2D/3D/ 图像绘制及科学/工程学组件。
+🔗 PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
-Altair (🥇33 · ⭐ 7.7K) - 用于 Python 的声明式统计可视化库。BSD-3
+Seaborn (🥇39 · ⭐ 12K · 📈) - Statistical data visualization using Matplotlib. BSD-3
-- [GitHub](https://github.com/altair-viz/altair) (👨💻 140 · 🔀 650 · 📦 32K · 📋 1.6K - 13% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/mwaskom/seaborn) (👨💻 210 · 🔀 1.8K · 📥 390 · 📦 410K · 📋 2.5K - 5% open · ⏱️ 25.04.2024):
```
- git clone https://github.com/altair-viz/altair
+ git clone https://github.com/mwaskom/seaborn
```
-- [PyPi](https://pypi.org/project/altair) (📥 7.3M / month):
+- [PyPi](https://pypi.org/project/seaborn) (📥 17M / month):
```
- pip install altair
+ pip install seaborn
```
-- [Conda](https://anaconda.org/conda-forge/altair) (📥 1.3M · ⏱️ 29.12.2021):
+- [Conda](https://anaconda.org/conda-forge/seaborn) (📥 8.7M · ⏱️ 30.04.2024):
```
- conda install -c conda-forge altair
+ conda install -c conda-forge seaborn
```
Seaborn (🥈29 · ⭐ 9.7K · 📉) - 使用 Matplotlib 进行统计数据可视化。BSD-3
+Altair (🥈34 · ⭐ 9K) - Declarative statistical visualization library for Python. BSD-3
-- [GitHub](https://github.com/mwaskom/seaborn) (👨💻 170 · 🔀 1.6K · 📥 230 · 📋 2.1K - 4% open · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/vega/altair) (👨💻 160 · 🔀 730 · 📥 120 · 📦 130K · 📋 1.9K - 8% open · ⏱️ 15.05.2024):
```
- git clone https://github.com/mwaskom/seaborn
+ git clone https://github.com/altair-viz/altair
```
-- [PyPi](https://pypi.org/project/seaborn) (📥 7.6M / month):
+- [PyPi](https://pypi.org/project/altair) (📥 24M / month):
```
- pip install seaborn
+ pip install altair
```
-- [Conda](https://anaconda.org/conda-forge/seaborn) (📥 4.5M · ⏱️ 16.08.2021):
+- [Conda](https://anaconda.org/conda-forge/altair) (📥 2.2M · ⏱️ 30.03.2024):
```
- conda install -c conda-forge seaborn
+ conda install -c conda-forge altair
```
Bokeh (🥈28 · ⭐ 17K) - 用 Python 进行交互式 web 绘图。BSD-3
+Bokeh (🥈33 · ⭐ 19K) - Interactive Web Plotting for Python. BSD-3
-- [GitHub](https://github.com/bokeh/bokeh) (👨💻 610 · 🔀 3.9K · 📦 150 · 📋 7K - 9% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/bokeh/bokeh) (👨💻 690 · 🔀 4.1K · 📦 88K · 📋 7.6K - 9% open · ⏱️ 14.05.2024):
```
git clone https://github.com/bokeh/bokeh
```
-- [PyPi](https://pypi.org/project/bokeh) (📥 3.7M / month):
+- [PyPi](https://pypi.org/project/bokeh) (📥 5.2M / month):
```
pip install bokeh
```
-- [Conda](https://anaconda.org/conda-forge/bokeh) (📥 8.3M · ⏱️ 15.08.2022):
+- [Conda](https://anaconda.org/conda-forge/bokeh) (📥 14M · ⏱️ 12.04.2024):
```
conda install -c conda-forge bokeh
```
bqplot (🥉27 · ⭐ 3.3K) - Jupyter Notebook的交互式绘图库。Apache-2
+diagrams (🥉31 · ⭐ 35K) - Diagram as Code. MIT
-- [GitHub](https://github.com/bqplot/bqplot) (👨💻 59 · 🔀 440 · 📦 34 · 📋 570 - 36% open · ⏱️ 22.08.2022):
+- [GitHub](https://github.com/mingrammer/diagrams) (👨💻 140 · 🔀 2.2K · 📦 1.5K · 📋 490 - 61% open · ⏱️ 13.04.2024):
```
- git clone https://github.com/bloomberg/bqplot
+ git clone https://github.com/mingrammer/diagrams
```
-- [PyPi](https://pypi.org/project/bqplot) (📥 81K / month):
+- [PyPi](https://pypi.org/project/diagrams) (📥 770K / month):
```
- pip install bqplot
+ pip install diagrams
```
-- [Conda](https://anaconda.org/conda-forge/bqplot) (📥 1M · ⏱️ 22.08.2022):
+- [Conda](https://anaconda.org/conda-forge/diagrams) (📥 180K · ⏱️ 30.10.2023):
```
- conda install -c conda-forge bqplot
+ conda install -c conda-forge diagrams
```
diagrams (🥉25 · ⭐ 26K) - 用图表作为代码。MIT
+plotnine (🥉29 · ⭐ 3.8K) - A grammar of graphics for Python based on ggplot2. MIT
-- [GitHub](https://github.com/mingrammer/diagrams) (👨💻 110 · 🔀 1.5K · 📋 380 - 59% open · ⏱️ 10.08.2022):
+- [GitHub](https://github.com/has2k1/plotnine) (👨💻 110 · 🔀 200 · 📦 7.6K · 📋 630 - 10% open · ⏱️ 10.05.2024):
```
- git clone https://github.com/mingrammer/diagrams
+ git clone https://github.com/has2k1/plotnine
```
-- [PyPi](https://pypi.org/project/diagrams) (📥 82K / month):
+- [PyPi](https://pypi.org/project/plotnine) (📥 3.1M / month):
```
- pip install diagrams
+ pip install plotnine
```
-- [Conda](https://anaconda.org/conda-forge/diagrams) (📥 130K · ⏱️ 23.01.2022):
+- [Conda](https://anaconda.org/conda-forge/plotnine) (📥 360K · ⏱️ 10.05.2024):
```
- conda install -c conda-forge diagrams
+ conda install -c conda-forge plotnine
```
Cartopy (🥉25 · ⭐ 1.1K) - 具有 matplotlib 支持的 python 制图库。❗️LGPL-3.0
+bqplot (🥉28 · ⭐ 3.6K) - Interactive Plotting Library for the Jupyter Notebook. Apache-2
-- [GitHub](https://github.com/SciTools/cartopy) (👨💻 110 · 🔀 320 · 📦 2.6K · 📋 1.1K - 26% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/bqplot/bqplot) (👨💻 64 · 🔀 450 · 📦 55 · 📋 590 - 37% open · ⏱️ 25.03.2024):
```
- git clone https://github.com/SciTools/cartopy
+ git clone https://github.com/bloomberg/bqplot
```
-- [PyPi](https://pypi.org/project/cartopy) (📥 120K / month):
+- [PyPi](https://pypi.org/project/bqplot) (📥 120K / month):
```
- pip install cartopy
+ pip install bqplot
```
-- [Conda](https://anaconda.org/conda-forge/cartopy) (📥 2.3M · ⏱️ 25.08.2022):
+- [Conda](https://anaconda.org/conda-forge/bqplot) (📥 1.3M · ⏱️ 19.02.2024):
```
- conda install -c conda-forge cartopy
+ conda install -c conda-forge bqplot
```
VisPy (🥉24 · ⭐ 2.9K) - 基于 OpenGL 的高性能科学可视化工具。❗Unlicensed
+Cartopy (🥉28 · ⭐ 1.4K) - A cartographic python library with matplotlib support. BSD-3
-- [GitHub](https://github.com/vispy/vispy) (👨💻 180 · 🔀 580 · 📦 820 · 📋 1.3K - 20% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/SciTools/cartopy) (👨💻 120 · 🔀 360 · 📦 4.9K · 📋 1.2K - 22% open · ⏱️ 04.05.2024):
```
- git clone https://github.com/vispy/vispy
+ git clone https://github.com/SciTools/cartopy
```
-- [PyPi](https://pypi.org/project/vispy) (📥 51K / month):
+- [PyPi](https://pypi.org/project/cartopy) (📥 230K / month):
```
- pip install vispy
+ pip install cartopy
```
-- [Conda](https://anaconda.org/conda-forge/vispy) (📥 270K · ⏱️ 05.07.2022):
+- [Conda](https://anaconda.org/conda-forge/cartopy) (📥 3.6M · ⏱️ 11.04.2024):
```
- conda install -c conda-forge vispy
+ conda install -c conda-forge cartopy
```
plotnine (🥉21 · ⭐ 3.2K) - 基于ggplot2的Python图形语法。MIT
+VisPy (🥉26 · ⭐ 3.2K) - High-performance scientific visualization based on OpenGL. ❗Unlicensed
-- [GitHub](https://github.com/has2k1/plotnine) (👨💻 96 · 🔀 170 · 📋 500 - 13% open · ⏱️ 01.07.2022):
+- [GitHub](https://github.com/vispy/vispy) (👨💻 190 · 🔀 610 · 📦 1.5K · 📋 1.4K - 21% open · ⏱️ 13.05.2024):
```
- git clone https://github.com/has2k1/plotnine
+ git clone https://github.com/vispy/vispy
```
-- [PyPi](https://pypi.org/project/plotnine) (📥 350K / month):
+- [PyPi](https://pypi.org/project/vispy) (📥 95K / month):
```
- pip install plotnine
+ pip install vispy
```
-- [Conda](https://anaconda.org/conda-forge/plotnine) (📥 190K · ⏱️ 02.07.2022):
+- [Conda](https://anaconda.org/conda-forge/vispy) (📥 490K · ⏱️ 15.03.2024):
```
- conda install -c conda-forge plotnine
+ conda install -c conda-forge vispy
```
-## 数据库
+## Database
-
+
-_Python 实现的数据库。_
+_Databases implemented in Python._
-tinydb (🥇23 · ⭐ 5.3K) - 一个微型的，面向文档型数据库。MIT
+tinydb (🥇30 · ⭐ 6.6K · 💤) - A tiny, document-oriented database. MIT
-- [GitHub](https://github.com/msiemens/tinydb) (👨💻 78 · 🔀 450 · 📋 280 - 3% open · ⏱️ 23.07.2022):
+- [GitHub](https://github.com/msiemens/tinydb) (👨💻 82 · 🔀 510 · 📦 13K · 📋 310 - 6% open · ⏱️ 24.07.2023):
```
git clone https://github.com/msiemens/tinydb
```
-- [PyPi](https://pypi.org/project/tinydb) (📥 390K / month):
+- [PyPi](https://pypi.org/project/tinydb) (📥 560K / month):
```
pip install tinydb
```
-- [Conda](https://anaconda.org/conda-forge/tinydb) (📥 200K · ⏱️ 19.02.2022):
+- [Conda](https://anaconda.org/conda-forge/tinydb) (📥 400K · ⏱️ 12.06.2023):
```
conda install -c conda-forge tinydb
```
ZODB (🥇23 · ⭐ 540) - 一个 Python 原生对象数据库。一个键值和对象图数据库。❗Unlicensed
+ZODB (🥉24 · ⭐ 660) - A native object database for Python. A key-value and object graph.. ❗Unlicensed
-- [GitHub](https://github.com/zopefoundation/ZODB) (👨💻 120 · 🔀 73 · 📦 870 · 📋 150 - 38% open · ⏱️ 06.07.2022):
+- [GitHub](https://github.com/zopefoundation/ZODB) (👨💻 120 · 🔀 88 · 📦 1.3K · 📋 160 - 38% open · ⏱️ 30.03.2024):
```
git clone https://github.com/zopefoundation/ZODB
```
-- [PyPi](https://pypi.org/project/ZODB) (📥 45K / month):
+- [PyPi](https://pypi.org/project/ZODB) (📥 88K / month):
```
pip install ZODB
```
-- [Conda](https://anaconda.org/conda-forge/ZODB) (📥 50K · ⏱️ 17.03.2022):
+- [Conda](https://anaconda.org/conda-forge/ZODB) (📥 61K · ⏱️ 30.03.2024):
```
conda install -c conda-forge ZODB
```
pickleDB (🥉20 · ⭐ 700 · 💀) - 一个简单，轻量级键值储存数据库。BSD-3
+pickleDB (🥉20 · ⭐ 880 · 💀) - A simple and lightweight key-value store for Python. BSD-3
-- [GitHub](https://github.com/patx/pickledb) (👨💻 12 · 🔀 110 · 📦 940 · 📋 57 - 28% open · ⏱️ 15.11.2019):
+- [GitHub](https://github.com/patx/pickledb) (👨💻 15 · 🔀 120 · 📦 1.9K · 📋 60 - 30% open · ⏱️ 19.04.2023):
```
git clone https://github.com/patx/pickledb
```
-- [PyPi](https://pypi.org/project/pickledb) (📥 38K / month):
+- [PyPi](https://pypi.org/project/pickledb) (📥 25K / month):
```
pip install pickledb
```
-- [Conda](https://anaconda.org/conda-forge/pickledb) (📥 2.9K · ⏱️ 17.04.2019):
+- [Conda](https://anaconda.org/conda-forge/pickledb) (📥 4.4K · ⏱️ 16.06.2023):
```
conda install -c conda-forge pickledb
```
-## 数据库 Drivers
-
-
-
-_用来连接和操作数据库的库。_
+## Database Drivers
-🔗 awesome-postgres ( ⭐ 8K) - A curated list of awesome PostgreSQL software, libraries, tools and..
+
-🔗 psycopg2 - Python 中最流行的 PostgreSQL 适配器。
+_Libraries for connecting and operating databases._
-🔗 awesome-sqlite ( ⭐ 190 · 💤) - A collection of awesome sqlite tools, scripts, books, etc.
+🔗 awesome-postgres ( ⭐ 9.6K) - A curated list of awesome PostgreSQL software, libraries, tools and..
-🔗 sqlite3 - （Python 标准库）将文件名映射为 MIME 类型。
+🔗 psycopg2 - The most popular PostgreSQL adapter for Python.
-🔗 pymssql - 一个简单的 Microsoft SQL Server 数据库接口。
+🔗 awesome-sqlite ( ⭐ 290) - A collection of awesome sqlite tools, scripts, books, etc.
-🔗 py2neo - Neo4j restful 接口的 Python 封装客户端。
+🔗 sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0.
-redis-py (🥇35 · ⭐ 11K) - Redis 的 Python 客户端。MIT
+🔗 pymssql - A simple database interface to Microsoft SQL Server.
-- [GitHub](https://github.com/redis/redis-py) (👨💻 340 · 🔀 2.1K · 📦 150K · 📋 1.2K - 9% open · ⏱️ 25.08.2022):
+🔗 py2neo - A client library and toolkit for working with Neo4j.
- ```
- git clone https://github.com/andymccurdy/redis-py
- ```
-- [PyPi](https://pypi.org/project/redis-py):
- ```
- pip install redis-py
- ```
-- [Conda](https://anaconda.org/conda-forge/redis-py) (📥 770K · ⏱️ 27.06.2022):
- ```
- conda install -c conda-forge redis-py
- ```
-kafka-python (🥇34 · ⭐ 4.9K) - Apache Kafka Python 客户端。Apache-2
+kafka-python (🥇35 · ⭐ 5.5K) - The Python client for Apache Kafka. Apache-2
-- [GitHub](https://github.com/dpkp/kafka-python) (👨💻 210 · 🔀 1.2K · 📥 1.8K · 📦 11K · 📋 1.4K - 15% open · ⏱️ 27.03.2022):
+- [GitHub](https://github.com/dpkp/kafka-python) (👨💻 220 · 🔀 1.3K · 📥 1.8K · 📦 25K · 📋 1.5K - 17% open · ⏱️ 08.03.2024):
```
git clone https://github.com/dpkp/kafka-python
```
-- [PyPi](https://pypi.org/project/kafka-python) (📥 7.6M / month):
+- [PyPi](https://pypi.org/project/kafka-python) (📥 13M / month):
```
pip install kafka-python
```
-- [Conda](https://anaconda.org/conda-forge/kafka-python) (📥 320K · ⏱️ 30.09.2020):
+- [Conda](https://anaconda.org/conda-forge/kafka-python) (📥 440K · ⏱️ 16.06.2023):
```
conda install -c conda-forge kafka-python
```
motor (🥇34 · ⭐ 2K) - 支持 MongoDB 的异步 Python 驱动程序。Apache-2
+motor (🥇34 · ⭐ 2.3K) - The async Python driver for MongoDB. Apache-2
-- [GitHub](https://github.com/mongodb/motor) (👨💻 41 · 🔀 170 · 📦 34K · ⏱️ 17.08.2022):
+- [GitHub](https://github.com/mongodb/motor) (👨💻 52 · 🔀 200 · 📦 89K · ⏱️ 15.05.2024):
```
git clone https://github.com/mongodb/motor
```
-- [PyPi](https://pypi.org/project/motor) (📥 4.2M / month):
+- [PyPi](https://pypi.org/project/motor) (📥 1.8M / month):
```
pip install motor
```
-- [Conda](https://anaconda.org/conda-forge/motor) (📥 47K · ⏱️ 28.04.2022):
+- [Conda](https://anaconda.org/conda-forge/motor) (📥 67K · ⏱️ 26.03.2024):
```
conda install -c conda-forge motor
```
PyMySQL (🥈32 · ⭐ 7K) - 纯 Python MySQL 驱动，兼容 mysql-python。MIT
+PyMySQL (🥈33 · ⭐ 7.6K) - A pure Python MySQL driver compatible to mysql-python. MIT
-- [GitHub](https://github.com/PyMySQL/PyMySQL) (👨💻 120 · 🔀 1.3K · 📦 130K · 📋 610 - 4% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/PyMySQL/PyMySQL) (👨💻 120 · 🔀 1.4K · 📦 220K · 📋 650 - 2% open · ⏱️ 04.05.2024):
```
git clone https://github.com/PyMySQL/PyMySQL
```
-- [PyPi](https://pypi.org/project/PyMySQL) (📥 32M / month):
+- [PyPi](https://pypi.org/project/PyMySQL) (📥 49M / month):
```
pip install PyMySQL
```
-- [Conda](https://anaconda.org/conda-forge/PyMySQL) (📥 750K · ⏱️ 09.01.2021):
+- [Conda](https://anaconda.org/conda-forge/PyMySQL) (📥 1.4M · ⏱️ 26.06.2023):
```
conda install -c conda-forge PyMySQL
```
cassandra-driver (🥈24 · ⭐ 1.3K) - The Python Driver for Apache Cassandra. Apache-2
+redis-py (🥈27 · ⭐ 12K · 📉) - The Python client for Redis. MIT
-- [GitHub](https://github.com/datastax/python-driver) (👨💻 180 · 🔀 440 · 📦 4.1K · ⏱️ 17.05.2022):
+- [GitHub](https://github.com/redis/redis-py) (👨💻 440 · 🔀 2.4K · 📋 1.7K - 10% open · ⏱️ 15.05.2024):
```
- git clone https://github.com/datastax/python-driver
+ git clone https://github.com/andymccurdy/redis-py
```
-- [PyPi](https://pypi.org/project/python-driver) (📥 15 / month):
+- [PyPi](https://pypi.org/project/redis-py):
```
- pip install python-driver
+ pip install redis-py
```
-- [Conda](https://anaconda.org/conda-forge/python-driver):
+- [Conda](https://anaconda.org/conda-forge/redis-py) (📥 1.2M · ⏱️ 23.04.2024):
```
- conda install -c conda-forge python-driver
+ conda install -c conda-forge redis-py
```
clickhouse-driver (🥈24 · ⭐ 900) - Python driver with native interface for ClickHouse. ❗Unlicensed
+clickhouse-driver (🥈26 · ⭐ 1.2K) - Python driver with native interface for ClickHouse. ❗Unlicensed
-- [GitHub](https://github.com/mymarilyn/clickhouse-driver) (👨💻 43 · 🔀 170 · 📦 710 · 📋 250 - 12% open · ⏱️ 27.07.2022):
+- [GitHub](https://github.com/mymarilyn/clickhouse-driver) (👨💻 62 · 🔀 210 · 📦 2.1K · 📋 320 - 16% open · ⏱️ 16.05.2024):
```
git clone https://github.com/mymarilyn/clickhouse-driver
```
-- [PyPi](https://pypi.org/project/clickhouse-driver) (📥 1.3M / month):
+- [PyPi](https://pypi.org/project/clickhouse-driver) (📥 1.9M / month):
```
pip install clickhouse-driver
```
-- [Conda](https://anaconda.org/conda-forge/clickhouse-driver) (📥 320K · ⏱️ 13.06.2022):
+- [Conda](https://anaconda.org/conda-forge/clickhouse-driver) (📥 450K · ⏱️ 20.02.2024):
```
conda install -c conda-forge clickhouse-driver
```
happybase (🥉22 · ⭐ 590) - 一个为 Apache HBase 设计的，对开发者友好的库。❗Unlicensed
+mysqlclient (🥉25 · ⭐ 2.4K) - MySQL connector with Python 3 support ([mysql-.. ❗️GPL-2.0
-- [GitHub](https://github.com/python-happybase/happybase) (👨💻 19 · 🔀 150 · 📦 650 · 📋 200 - 10% open · ⏱️ 12.07.2022):
+- [GitHub](https://github.com/PyMySQL/mysqlclient) (👨💻 84 · 🔀 400 · 📥 5.3K · 📦 160K · 📋 340 - 2% open · ⏱️ 08.02.2024):
```
- git clone https://github.com/wbolster/happybase
+ git clone https://github.com/PyMySQL/mysqlclient-python
```
-- [PyPi](https://pypi.org/project/happybase) (📥 76K / month):
+- [PyPi](https://pypi.org/project/mysqlclient-python):
```
- pip install happybase
+ pip install mysqlclient-python
```
-- [Conda](https://anaconda.org/conda-forge/happybase) (📥 98K · ⏱️ 01.07.2019):
+- [Conda](https://anaconda.org/conda-forge/mysqlclient-python):
```
- conda install -c conda-forge happybase
+ conda install -c conda-forge mysqlclient-python
+ ```
+cassandra-driver (🥉25 · ⭐ 1.4K) - The Python Driver for Apache Cassandra. Apache-2
+
+- [GitHub](https://github.com/datastax/python-driver) (👨💻 200 · 🔀 470 · 📦 6.9K · ⏱️ 03.05.2024):
+
+ ```
+ git clone https://github.com/datastax/python-driver
+ ```
+- [PyPi](https://pypi.org/project/python-driver) (📥 25 / month):
+ ```
+ pip install python-driver
+ ```
+- [Conda](https://anaconda.org/conda-forge/python-driver):
+ ```
+ conda install -c conda-forge python-driver
```
pymongo (🥉21 · ⭐ 3.7K) - MongoDB 的官方 Python 客户端。Apache-2
+pymongo (🥉21 · ⭐ 4.1K) - The official Python client for MongoDB. Apache-2
-- [GitHub](https://github.com/mongodb/mongo-python-driver) (👨💻 190 · 🔀 960 · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/mongodb/mongo-python-driver) (👨💻 210 · 🔀 1K · ⏱️ 15.05.2024):
```
git clone https://github.com/mongodb/mongo-python-driver
@@ -2564,46 +2564,46 @@ _用来连接和操作数据库的库。_
conda install -c conda-forge mongo-python-driver
```
queries (🥉19 · ⭐ 250 · 💤) - psycopg2 库的封装，用来和 PostgreSQL 进行交互。BSD-3
+happybase (🥉21 · ⭐ 610) - A developer-friendly library for Apache HBase. ❗Unlicensed
-- [GitHub](https://github.com/gmr/queries) (👨💻 11 · 🔀 30 · 📦 110 · 📋 18 - 22% open · ⏱️ 16.11.2021):
+- [GitHub](https://github.com/python-happybase/happybase) (👨💻 21 · 🔀 160 · 📦 850 · 📋 210 - 11% open · ⏱️ 04.12.2023):
```
- git clone https://github.com/gmr/queries
+ git clone https://github.com/wbolster/happybase
```
-- [PyPi](https://pypi.org/project/queries) (📥 2.7K / month):
+- [PyPi](https://pypi.org/project/happybase) (📥 50K / month):
```
- pip install queries
+ pip install happybase
```
-- [Conda](https://anaconda.org/conda-forge/queries):
+- [Conda](https://anaconda.org/conda-forge/happybase) (📥 160K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge queries
+ conda install -c conda-forge happybase
```
mysqlclient (🥉17 · ⭐ 2.1K) - MySQL connector with Python 3 support ([mysql-.. ❗️GPL-2.0
+queries (🥉19 · ⭐ 260 · 💀) - A wrapper of the psycopg2 library for interacting with PostgreSQL. BSD-3
-- [GitHub](https://github.com/PyMySQL/mysqlclient) (👨💻 70 · 🔀 340 · 📥 5.2K · 📋 290 - 4% open · ⏱️ 05.08.2022):
+- [GitHub](https://github.com/gmr/queries) (👨💻 12 · 🔀 33 · 📦 130 · 📋 18 - 22% open · ⏱️ 16.11.2021):
```
- git clone https://github.com/PyMySQL/mysqlclient-python
+ git clone https://github.com/gmr/queries
```
-- [PyPi](https://pypi.org/project/mysqlclient-python):
+- [PyPi](https://pypi.org/project/queries) (📥 3.5K / month):
```
- pip install mysqlclient-python
+ pip install queries
```
-- [Conda](https://anaconda.org/conda-forge/mysqlclient-python):
+- [Conda](https://anaconda.org/conda-forge/queries):
```
- conda install -c conda-forge mysqlclient-python
+ conda install -c conda-forge queries
```
SuperSQLite (🥉17 · ⭐ 700 · 💀) - A supercharged SQLite library built on top of.. MIT
+SuperSQLite (🥉17 · ⭐ 720 · 💀) - A supercharged SQLite library built on top of.. MIT
- [GitHub](https://github.com/plasticityai/supersqlite) (👨💻 2 · 🔀 24 · 📦 10 · 📋 7 - 85% open · ⏱️ 27.08.2019):
```
git clone https://github.com/plasticityai/supersqlite
```
-- [PyPi](https://pypi.org/project/supersqlite) (📥 330 / month):
+- [PyPi](https://pypi.org/project/supersqlite) (📥 320 / month):
```
pip install supersqlite
```
@@ -2614,67 +2614,67 @@ _用来连接和操作数据库的库。_
-## 日期和时间
+## Date and Time
-
+
-_操作日期和时间的类库。_
+_Libraries for working with dates and times._
-🔗 Arrow - 更好的 Python 日期时间操作类库。
+🔗 Arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating,..
-🔗 pytz - 支持跨平台时区计算，并将 tz database 引入 Python。
+🔗 pytz - World timezone definitions, modern and historical. Brings the [tz..
-dateutil (🥇28 · ⭐ 1.9K) - Python 标准包 datetime 的扩展。❗Unlicensed
+Pendulum (🥇34 · ⭐ 6.1K) - Python datetimes made easy. MIT
-- [GitHub](https://github.com/dateutil/dateutil) (👨💻 130 · 🔀 400 · 📥 35K · 📦 770K · 📋 630 - 39% open · ⏱️ 18.04.2022):
+- [GitHub](https://github.com/sdispater/pendulum) (👨💻 96 · 🔀 360 · 📥 650 · 📦 27K · 📋 520 - 38% open · ⏱️ 16.12.2023):
```
- git clone https://github.com/dateutil/dateutil
+ git clone https://github.com/sdispater/pendulum
```
-- [PyPi](https://pypi.org/project/dateutil):
+- [PyPi](https://pypi.org/project/pendulum) (📥 33M / month):
```
- pip install dateutil
+ pip install pendulum
```
-- [Conda](https://anaconda.org/conda-forge/dateutil):
+- [Conda](https://anaconda.org/conda-forge/pendulum) (📥 980K · ⏱️ 07.01.2024):
```
- conda install -c conda-forge dateutil
+ conda install -c conda-forge pendulum
```
maya (🥈27 · ⭐ 3.4K) - 人性化的时间处理库。MIT
+maya (🥈28 · ⭐ 3.4K) - Datetimes for Humans. MIT
-- [GitHub](https://github.com/timofurrer/maya) (👨💻 47 · 🔀 190 · 📦 960 · 📋 90 - 17% open · ⏱️ 13.05.2022):
+- [GitHub](https://github.com/kennethreitz/maya) (👨💻 49 · 🔀 200 · 📦 1.2K · 📋 94 - 20% open · ⏱️ 02.04.2024):
```
git clone https://github.com/timofurrer/maya
```
-- [PyPi](https://pypi.org/project/maya) (📥 41K / month):
+- [PyPi](https://pypi.org/project/maya) (📥 110K / month):
```
pip install maya
```
-- [Conda](https://anaconda.org/conda-forge/maya) (📥 49K · ⏱️ 07.01.2019):
+- [Conda](https://anaconda.org/conda-forge/maya) (📥 63K · ⏱️ 16.06.2023):
```
conda install -c conda-forge maya
```
Pendulum (🥈25 · ⭐ 4.9K) - 一个比 arrow 更具有明确的，可预测的行为的时间操作库。MIT
+moment (🥈21 · ⭐ 730 · 💀) - A Python library for dealing with dates/times. Inspired by.. ❗Unlicensed
-- [GitHub](https://github.com/sdispater/pendulum) (👨💻 87 · 🔀 290 · 📋 440 - 41% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/zachwill/moment) (👨💻 4 · 🔀 46 · 📦 960 · 📋 41 - 7% open · ⏱️ 27.11.2020):
```
- git clone https://github.com/sdispater/pendulum
+ git clone https://github.com/zachwill/moment
```
-- [PyPi](https://pypi.org/project/pendulum) (📥 9.5M / month):
+- [PyPi](https://pypi.org/project/moment) (📥 120K / month):
```
- pip install pendulum
+ pip install moment
```
-- [Conda](https://anaconda.org/conda-forge/pendulum) (📥 550K · ⏱️ 06.04.2022):
+- [Conda](https://anaconda.org/conda-forge/moment) (📥 12K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge pendulum
+ conda install -c conda-forge moment
```
delorean (🥉20 · ⭐ 1.8K) - 解决 Python 中有关日期处理的棘手问题的库。MIT
+delorean (🥉20 · ⭐ 1.8K · 💀) - A library for clearing up the inconvenient truths that arise dealing.. MIT
-- [GitHub](https://github.com/myusuf3/delorean) (🔀 130 · 📦 810 · 📋 63 - 42% open · ⏱️ 28.06.2022):
+- [GitHub](https://github.com/myusuf3/delorean) (🔀 130 · 📦 1.1K · 📋 65 - 43% open · ⏱️ 28.06.2022):
```
git clone https://github.com/myusuf3/delorean/
@@ -2684,30 +2684,30 @@ _操作日期和时间的类库。_
conda install -c conda-forge
```
moment (🥉20 · ⭐ 700 · 💀) - 一个处理日期/时间的库，灵感来自 Moment.js。❗Unlicensed
+dateutil (🥉19 · ⭐ 2.3K · 📉) - Extensions to the standard Python.. ❗Unlicensed
-- [GitHub](https://github.com/zachwill/moment) (👨💻 4 · 🔀 41 · 📦 700 · 📋 40 - 15% open · ⏱️ 27.11.2020):
+- [GitHub](https://github.com/dateutil/dateutil) (👨💻 130 · 🔀 470 · 📥 35K · 📋 720 - 41% open · ⏱️ 01.03.2024):
```
- git clone https://github.com/zachwill/moment
+ git clone https://github.com/dateutil/dateutil
```
-- [PyPi](https://pypi.org/project/moment) (📥 61K / month):
+- [PyPi](https://pypi.org/project/dateutil):
```
- pip install moment
+ pip install dateutil
```
-- [Conda](https://anaconda.org/conda-forge/moment) (📥 9.3K · ⏱️ 31.01.2019):
+- [Conda](https://anaconda.org/conda-forge/dateutil):
```
- conda install -c conda-forge moment
+ conda install -c conda-forge dateutil
```
Chronyk (🥉16 · ⭐ 340 · 💀) - Python 3 的类库，用于解析手写格式的时间和日期。MIT
+Chronyk (🥉16 · ⭐ 340 · 💀) - A Python 3 library for parsing human-written times and dates. MIT
-- [GitHub](https://github.com/KoffeinFlummi/Chronyk) (👨💻 3 · 🔀 16 · 📦 21 · 📋 10 - 50% open · ⏱️ 02.08.2015):
+- [GitHub](https://github.com/KoffeinFlummi/Chronyk) (👨💻 3 · 🔀 16 · 📦 31 · 📋 10 - 50% open · ⏱️ 02.08.2015):
```
git clone https://github.com/KoffeinFlummi/Chronyk
```
-- [PyPi](https://pypi.org/project/Chronyk) (📥 570 / month):
+- [PyPi](https://pypi.org/project/Chronyk) (📥 280 / month):
```
pip install Chronyk
```
@@ -2716,14 +2716,14 @@ _操作日期和时间的类库。_
conda install -c conda-forge Chronyk
```
PyTime (🥉14 · ⭐ 150 · 💤) - 一个简单易用的 Python 模块，用于通过字符串来操作日期/时间。MIT
+PyTime (🥉15 · ⭐ 160 · 💀) - An easy-to-use Python module which aims to operate date/time/datetime.. MIT
-- [GitHub](https://github.com/shinux/PyTime) (👨💻 5 · 🔀 17 · 📦 28 · ⏱️ 31.08.2021):
+- [GitHub](https://github.com/shinux/PyTime) (👨💻 7 · 🔀 22 · 📦 40 · ⏱️ 05.11.2022):
```
git clone https://github.com/shinux/PyTime
```
-- [PyPi](https://pypi.org/project/PyTime) (📥 2.3K / month):
+- [PyPi](https://pypi.org/project/PyTime) (📥 890 / month):
```
pip install PyTime
```
@@ -2732,9 +2732,9 @@ _操作日期和时间的类库。_
conda install -c conda-forge PyTime
```
when.py (🥉12 · ⭐ 190 · 💀) - 提供用户友好的函数来帮助用户进行常用的日期和时间操作。BSD-3
+when.py (🥉12 · ⭐ 190 · 💀) - Providing user-friendly functions to help perform common date and.. BSD-3
-- [GitHub](https://github.com/dirn/When.py) (👨💻 5 · 🔀 18 · 📦 24 · ⏱️ 14.10.2017):
+- [GitHub](https://github.com/dirn/When.py) (👨💻 5 · 🔀 19 · 📦 25 · ⏱️ 14.10.2017):
```
git clone https://github.com/dirn/When.py
@@ -2750,132 +2750,164 @@ _操作日期和时间的类库。_
-## 调试工具
+## Debugging Tools
-
+
-_用来进行代码调试的库。_
+_Libraries for debugging code._
-py-spy (🥇30 · ⭐ 8.8K) - Python 程序采样分析器，使用 Rust 实现。MIT
+py-spy (🥇31 · ⭐ 12K) - A sampling profiler for Python programs. Written in Rust. MIT
-- [GitHub](https://github.com/benfred/py-spy) (👨💻 30 · 🔀 300 · 📥 9.7K · 📦 300 · 📋 250 - 32% open · ⏱️ 21.08.2022):
+- [GitHub](https://github.com/benfred/py-spy) (👨💻 38 · 🔀 390 · 📥 17K · 📦 4K · 📋 340 - 44% open · ⏱️ 27.02.2024):
```
git clone https://github.com/benfred/py-spy
```
-- [PyPi](https://pypi.org/project/py-spy) (📥 960K / month):
+- [PyPi](https://pypi.org/project/py-spy) (📥 2.2M / month):
```
pip install py-spy
```
-- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 330K · ⏱️ 18.12.2021):
+- [Conda](https://anaconda.org/conda-forge/py-spy) (📥 530K · ⏱️ 16.06.2023):
```
conda install -c conda-forge py-spy
```
django-debug-toolbar (🥇30 · ⭐ 7.1K) - 为 Django 显示各种调试信息。BSD-3
+django-debug-toolbar (🥇31 · ⭐ 7.9K) - Display various debug information for Django. BSD-3
-- [GitHub](https://github.com/jazzband/django-debug-toolbar) (👨💻 260 · 🔀 850 · 📥 170 · 📦 55K · 📋 800 - 10% open · ⏱️ 19.08.2022):
+- [GitHub](https://github.com/jazzband/django-debug-toolbar) (👨💻 290 · 🔀 910 · 📥 210 · 📦 88K · 📋 880 - 7% open · ⏱️ 14.05.2024):
```
git clone https://github.com/jazzband/django-debug-toolbar
```
-- [PyPi](https://pypi.org/project/django-debug-toolbar) (📥 1.5M / month):
+- [PyPi](https://pypi.org/project/django-debug-toolbar) (📥 2.8M / month):
```
pip install django-debug-toolbar
```
-- [Conda](https://anaconda.org/conda-forge/django-debug-toolbar) (📥 140K · ⏱️ 18.08.2022):
+- [Conda](https://anaconda.org/conda-forge/django-debug-toolbar) (📥 180K · ⏱️ 02.02.2024):
```
conda install -c conda-forge django-debug-toolbar
```
flask-debugtoolbar (🥈29 · ⭐ 840) - django-debug-toolbar 的 flask 版。BSD-3
+ipdb (🥈29 · ⭐ 1.8K · 💤) - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). BSD-3
-- [GitHub](https://github.com/flask-debugtoolbar/flask-debugtoolbar) (👨💻 42 · 🔀 120 · 📦 18K · 📋 100 - 33% open · ⏱️ 18.08.2022):
+- [GitHub](https://github.com/gotcha/ipdb) (👨💻 58 · 🔀 140 · 📦 56K · 📋 190 - 32% open · ⏱️ 03.08.2023):
```
- git clone https://github.com/mgood/flask-debugtoolbar
+ git clone https://github.com/gotcha/ipdb
```
-- [PyPi](https://pypi.org/project/flask-debugtoolbar) (📥 130K / month):
+- [PyPi](https://pypi.org/project/ipdb) (📥 3.5M / month):
```
- pip install flask-debugtoolbar
+ pip install ipdb
```
-- [Conda](https://anaconda.org/conda-forge/flask-debugtoolbar) (📥 54K · ⏱️ 30.03.2022):
+- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 450K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge flask-debugtoolbar
+ conda install -c conda-forge ipdb
```
ipdb (🥈28 · ⭐ 1.6K · 💤) - IPython 启用的 pdb。BSD-3
+flask-debugtoolbar (🥈27 · ⭐ 920) - A port of the django-debug-toolbar to flask. BSD-3
-- [GitHub](https://github.com/gotcha/ipdb) (👨💻 49 · 🔀 130 · 📦 34K · 📋 180 - 34% open · ⏱️ 30.12.2021):
+- [GitHub](https://github.com/pallets-eco/flask-debugtoolbar) (👨💻 55 · 🔀 140 · 📦 27K · 📋 130 - 22% open · ⏱️ 07.05.2024):
```
- git clone https://github.com/gotcha/ipdb
+ git clone https://github.com/mgood/flask-debugtoolbar
```
-- [PyPi](https://pypi.org/project/ipdb) (📥 2.5M / month):
+- [PyPi](https://pypi.org/project/flask-debugtoolbar) (📥 170K / month):
```
- pip install ipdb
+ pip install flask-debugtoolbar
```
-- [Conda](https://anaconda.org/conda-forge/ipdb) (📥 280K · ⏱️ 24.06.2021):
+- [Conda](https://anaconda.org/conda-forge/flask-debugtoolbar) (📥 67K · ⏱️ 27.04.2024):
```
- conda install -c conda-forge ipdb
+ conda install -c conda-forge flask-debugtoolbar
+ ```
+icecream (🥈26 · ⭐ 8.5K) - Inspect variables, expressions, and program execution with a single,.. MIT
+
+- [GitHub](https://github.com/gruns/icecream) (👨💻 21 · 🔀 180 · 📦 21 · 📋 130 - 43% open · ⏱️ 01.02.2024):
+
+ ```
+ git clone https://github.com/gruns/icecream
+ ```
+- [PyPi](https://pypi.org/project/icecream) (📥 400K / month):
+ ```
+ pip install icecream
+ ```
+- [Conda](https://anaconda.org/conda-forge/icecream) (📥 39K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge icecream
```
pyelftools (🥈26 · ⭐ 1.5K) - 解析和分析 ELF 文件以及 DWARF 调试信息。❗Unlicensed
+pyelftools (🥈26 · ⭐ 1.9K) - Parsing and analyzing ELF files and DWARF debugging.. ❗Unlicensed
-- [GitHub](https://github.com/eliben/pyelftools) (👨💻 84 · 🔀 430 · 📦 3.8K · 📋 200 - 30% open · ⏱️ 22.08.2022):
+- [GitHub](https://github.com/eliben/pyelftools) (👨💻 100 · 🔀 490 · 📦 7.5K · 📋 250 - 26% open · ⏱️ 15.05.2024):
```
git clone https://github.com/eliben/pyelftools
```
-- [PyPi](https://pypi.org/project/pyelftools) (📥 1.6M / month):
+- [PyPi](https://pypi.org/project/pyelftools) (📥 4M / month):
```
pip install pyelftools
```
-- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 98K · ⏱️ 12.08.2022):
+- [Conda](https://anaconda.org/conda-forge/pyelftools) (📥 160K · ⏱️ 14.03.2024):
```
conda install -c conda-forge pyelftools
```
pudb (🥈25 · ⭐ 2.5K) - 全屏，基于控制台的 Python 调试器。❗Unlicensed
+pudb (🥈25 · ⭐ 2.9K) - A full-screen, console-based Python debugger. ❗Unlicensed
-- [GitHub](https://github.com/inducer/pudb) (👨💻 89 · 🔀 200 · 📦 3.3K · 📋 290 - 45% open · ⏱️ 21.08.2022):
+- [GitHub](https://github.com/inducer/pudb) (👨💻 95 · 🔀 220 · 📦 6.3K · 📋 320 - 44% open · ⏱️ 29.04.2024):
```
git clone https://github.com/inducer/pudb
```
-- [PyPi](https://pypi.org/project/pudb) (📥 200K / month):
+- [PyPi](https://pypi.org/project/pudb) (📥 220K / month):
```
pip install pudb
```
-- [Conda](https://anaconda.org/conda-forge/pudb) (📥 140K · ⏱️ 11.01.2022):
+- [Conda](https://anaconda.org/conda-forge/pudb) (📥 250K · ⏱️ 16.06.2023):
```
conda install -c conda-forge pudb
```
icecream (🥈22 · ⭐ 6.1K) - 通过一个简单的函数调用检查变量、表达式和程序执行情况。MIT
+line_profiler (🥉23 · ⭐ 3.6K · 💀) - Line-by-line profiling. ❗Unlicensed
-- [GitHub](https://github.com/gruns/icecream) (👨💻 19 · 🔀 120 · 📋 92 - 26% open · ⏱️ 21.07.2022):
+- [GitHub](https://github.com/rkern/line_profiler) (👨💻 14 · 🔀 250 · 📦 890 · 📋 140 - 36% open · ⏱️ 23.04.2019):
```
- git clone https://github.com/gruns/icecream
+ git clone https://github.com/rkern/line_profiler
```
-- [PyPi](https://pypi.org/project/icecream) (📥 160K / month):
+- [PyPi](https://pypi.org/project/line_profiler) (📥 560K / month):
```
- pip install icecream
+ pip install line_profiler
```
-- [Conda](https://anaconda.org/conda-forge/icecream) (📥 6.6K · ⏱️ 21.07.2022):
+- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 800K · ⏱️ 27.09.2023):
```
- conda install -c conda-forge icecream
+ conda install -c conda-forge line_profiler
+ ```
+pdb++ (🥉23 · ⭐ 1.3K · 💀) - Another drop-in replacement for pdb. BSD-3
+
+- [GitHub](https://github.com/pdbpp/pdbpp) (👨💻 41 · 🔀 67 · 📦 5.6K · 📋 200 - 38% open · ⏱️ 14.07.2022):
+
+ ```
+ git clone https://github.com/antocuni/pdb
+ ```
+- [PyPi](https://pypi.org/project/pdb):
+ ```
+ pip install pdb
+ ```
+- [Conda](https://anaconda.org/conda-forge/pdb):
+ ```
+ conda install -c conda-forge pdb
```
vprof (🥈22 · ⭐ 3.9K) - 视觉 Python 分析器。BSD-2
+vprof (🥉21 · ⭐ 4K · 💀) - Visual Python profiler. BSD-2
-- [GitHub](https://github.com/nvdv/vprof) (👨💻 17 · 🔀 150 · 📦 97 · 📋 82 - 31% open · ⏱️ 15.07.2022):
+- [GitHub](https://github.com/nvdv/vprof) (👨💻 17 · 🔀 160 · 📦 120 · 📋 86 - 33% open · ⏱️ 15.07.2022):
```
git clone https://github.com/nvdv/vprof
```
-- [PyPi](https://pypi.org/project/vprof) (📥 5.2K / month):
+- [PyPi](https://pypi.org/project/vprof) (📥 5.3K / month):
```
pip install vprof
```
@@ -2884,14 +2916,14 @@ _用来进行代码调试的库。_
conda install -c conda-forge vprof
```
django-devserver (🥉21 · ⭐ 1.3K · 💀) - 一个 Django 运行服务器的替代品。BSD-3
+django-devserver (🥉21 · ⭐ 1.3K · 💀) - A drop-in replacement for Django's runserver. BSD-3
-- [GitHub](https://github.com/dcramer/django-devserver) (👨💻 39 · 🔀 140 · 📦 360 · 📋 67 - 58% open · ⏱️ 05.03.2016):
+- [GitHub](https://github.com/dcramer/django-devserver) (👨💻 39 · 🔀 140 · 📦 400 · 📋 67 - 58% open · ⏱️ 05.03.2016):
```
git clone https://github.com/dcramer/django-devserver
```
-- [PyPi](https://pypi.org/project/django-devserver) (📥 4.6K / month):
+- [PyPi](https://pypi.org/project/django-devserver) (📥 5.9K / month):
```
pip install django-devserver
```
@@ -2900,30 +2932,30 @@ _用来进行代码调试的库。_
conda install -c conda-forge django-devserver
```
pdb++ (🥉21 · ⭐ 970) - 另一种 pdb 的替代。BSD-3
+python-hunter (🥉21 · ⭐ 780) - A flexible code tracing toolkit. BSD-2
-- [GitHub](https://github.com/pdbpp/pdbpp) (👨💻 41 · 🔀 51 · 📦 3K · 📋 190 - 38% open · ⏱️ 14.07.2022):
+- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 9 · 🔀 45 · 📦 170 · 📋 97 - 44% open · ⏱️ 02.05.2024):
```
- git clone https://github.com/antocuni/pdb
+ git clone https://github.com/ionelmc/python-hunter
```
-- [PyPi](https://pypi.org/project/pdb):
+- [PyPi](https://pypi.org/project/python-hunter) (📥 330 / month):
```
- pip install pdb
+ pip install python-hunter
```
-- [Conda](https://anaconda.org/conda-forge/pdb):
+- [Conda](https://anaconda.org/conda-forge/python-hunter):
```
- conda install -c conda-forge pdb
+ conda install -c conda-forge python-hunter
```
wdb (🥉19 · ⭐ 1.5K · 💀) - 一个奇异的 web 调试器，通过 WebSockets 工作。❗️GPL-3.0
+wdb (🥉20 · ⭐ 1.6K · 💀) - An improbable web debugger through WebSockets. ❗️GPL-3.0
-- [GitHub](https://github.com/Kozea/wdb) (👨💻 22 · 🔀 100 · 📦 120 · 📋 110 - 26% open · ⏱️ 16.09.2019):
+- [GitHub](https://github.com/Kozea/wdb) (👨💻 22 · 🔀 110 · 📦 220 · 📋 110 - 27% open · ⏱️ 16.09.2019):
```
git clone https://github.com/Kozea/wdb
```
-- [PyPi](https://pypi.org/project/wdb) (📥 7.6K / month):
+- [PyPi](https://pypi.org/project/wdb) (📥 5.9K / month):
```
pip install wdb
```
@@ -2932,62 +2964,30 @@ _用来进行代码调试的库。_
conda install -c conda-forge wdb
```
line_profiler (🥉17 · ⭐ 3.6K · 💀) - Line-by-line profiling. ❗Unlicensed
-
-- [GitHub](https://github.com/rkern/line_profiler) (👨💻 14 · 🔀 250 · 📋 140 - 36% open · ⏱️ 23.04.2019):
-
- ```
- git clone https://github.com/rkern/line_profiler
- ```
-- [PyPi](https://pypi.org/project/line_profiler) (📥 220K / month):
- ```
- pip install line_profiler
- ```
-- [Conda](https://anaconda.org/conda-forge/line_profiler) (📥 270K · ⏱️ 22.03.2022):
- ```
- conda install -c conda-forge line_profiler
- ```
-pyflame (🥉17 · ⭐ 2.9K · 💀) - 用于 Python 的跟踪分析器。Apache-2
+pyflame (🥉19 · ⭐ 3K · 💀) - A ptracing profiler For Python. Apache-2
-- [GitHub](https://github.com/uber-archive/pyflame) (👨💻 22 · 🔀 220 · 📋 77 - 31% open · ⏱️ 03.12.2019):
+- [GitHub](https://github.com/uber-archive/pyflame) (👨💻 22 · 🔀 230 · 📋 77 - 31% open · ⏱️ 03.12.2019):
```
git clone https://github.com/uber/pyflame
```
-- [PyPi](https://pypi.org/project/pyflame) (📥 200 / month):
+- [PyPi](https://pypi.org/project/pyflame) (📥 10K / month):
```
pip install pyflame
```
-- [Conda](https://anaconda.org/conda-forge/pyflame) (📥 18K · ⏱️ 25.06.2021):
+- [Conda](https://anaconda.org/conda-forge/pyflame) (📥 22K · ⏱️ 16.06.2023):
```
conda install -c conda-forge pyflame
```
python-hunter (🥉17 · ⭐ 680 · 💤) - 一个灵活的代码追踪工具包。BSD-2
-
-- [GitHub](https://github.com/ionelmc/python-hunter) (👨💻 9 · 🔀 39 · 📦 98 · 📋 87 - 42% open · ⏱️ 15.12.2021):
-
- ```
- git clone https://github.com/ionelmc/python-hunter
- ```
-- [PyPi](https://pypi.org/project/python-hunter) (📥 12 / month):
- ```
- pip install python-hunter
- ```
-- [Conda](https://anaconda.org/conda-forge/python-hunter):
- ```
- conda install -c conda-forge python-hunter
- ```
-manhole (🥉16 · ⭐ 330) - 调试UNIX套接字连接，并显示所有线程的堆栈跟踪和交互式提示。BSD-2
+manhole (🥉18 · ⭐ 370) - Debugging UNIX socket connections and present the stacktraces for all.. BSD-2
-- [GitHub](https://github.com/ionelmc/python-manhole) (👨💻 11 · 🔀 19 · 📦 110 · 📋 21 - 28% open · ⏱️ 02.02.2022):
+- [GitHub](https://github.com/ionelmc/python-manhole) (👨💻 11 · 🔀 23 · 📦 280 · 📋 22 - 31% open · ⏱️ 18.12.2023):
```
git clone https://github.com/ionelmc/python-manhole
```
-- [PyPi](https://pypi.org/project/python-manhole):
+- [PyPi](https://pypi.org/project/python-manhole) (📥 8 / month):
```
pip install python-manhole
```
@@ -2996,145 +2996,145 @@ _用来进行代码调试的库。_
conda install -c conda-forge python-manhole
```
memory_profiler (🥉16 · ⭐ 79 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed
+memory_profiler (🥉16 · ⭐ 89 · 💀) - Monitor Memory usage of Python code. ❗Unlicensed
-- [GitHub](https://github.com/fabianp/memory_profiler) (👨💻 61 · 🔀 13 · ⏱️ 28.06.2018):
+- [GitHub](https://github.com/fabianp/memory_profiler) (👨💻 62 · 🔀 13 · ⏱️ 28.06.2018):
```
git clone https://github.com/fabianp/memory_profiler
```
-- [PyPi](https://pypi.org/project/memory_profiler) (📥 570K / month):
+- [PyPi](https://pypi.org/project/memory_profiler) (📥 1.5M / month):
```
pip install memory_profiler
```
-- [Conda](https://anaconda.org/conda-forge/memory_profiler) (📥 210K · ⏱️ 19.12.2021):
+- [Conda](https://anaconda.org/conda-forge/memory_profiler) (📥 720K · ⏱️ 16.06.2023):
```
conda install -c conda-forge memory_profiler
```
pyringe (🥉12 · ⭐ 1.6K · 💀) - 能够附加到 Python 进程并将代码注入Python进程的调试器。❗Unlicensed
+lptrace (🥉13 · ⭐ 700 · 💀) - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for.. ❗️GPL-3.0
-- [GitHub](https://github.com/google/pyringe) (🔀 74 · 📦 4 · 📋 24 - 62% open · ⏱️ 10.05.2014):
+- [GitHub](https://github.com/khamidou/lptrace) (🔀 39 · 📦 4 · 📋 12 - 41% open · ⏱️ 24.02.2017):
```
- git clone https://github.com/google/pyringe
+ git clone https://github.com/khamidou/lptrace
```
-- [PyPi](https://pypi.org/project/pyringe) (📥 33 / month):
+- [PyPi](https://pypi.org/project/lptrace) (📥 1.6K / month):
```
- pip install pyringe
+ pip install lptrace
```
-- [Conda](https://anaconda.org/conda-forge/pyringe):
+- [Conda](https://anaconda.org/conda-forge/lptrace):
```
- conda install -c conda-forge pyringe
+ conda install -c conda-forge lptrace
```
lptrace (🥉12 · ⭐ 680 · 💀) - 为 Python 程序打造的 strace。❗️GPL-3.0
+pyringe (🥉12 · ⭐ 1.6K · 💀) - Debugger capable of attaching to and injecting code into.. ❗Unlicensed
-- [GitHub](https://github.com/khamidou/lptrace) (🔀 37 · 📦 3 · 📋 12 - 41% open · ⏱️ 24.02.2017):
+- [GitHub](https://github.com/google/pyringe) (🔀 78 · 📦 5 · 📋 24 - 62% open · ⏱️ 10.05.2014):
```
- git clone https://github.com/khamidou/lptrace
+ git clone https://github.com/google/pyringe
```
-- [PyPi](https://pypi.org/project/lptrace) (📥 310 / month):
+- [PyPi](https://pypi.org/project/pyringe) (📥 33 / month):
```
- pip install lptrace
+ pip install pyringe
```
-- [Conda](https://anaconda.org/conda-forge/lptrace):
+- [Conda](https://anaconda.org/conda-forge/pyringe):
```
- conda install -c conda-forge lptrace
+ conda install -c conda-forge pyringe
```
-## 深度学习
+## Deep Learning
-
+
-_神经网络和深度学习相关框架。 也可以参考 [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning)。_
+_Frameworks for Neural Networks and Deep Learning._
-tensorflow (🥇44 · ⭐ 170K) - 谷歌开源的最受欢迎的深度学习框架。Apache-2
+tensorflow (🥇45 · ⭐ 180K) - The most popular Deep Learning framework created by Google. Apache-2
-- [GitHub](https://github.com/tensorflow/tensorflow) (👨💻 4.1K · 🔀 70K · 📦 210K · 📋 35K - 5% open · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/tensorflow/tensorflow) (👨💻 4.6K · 🔀 72K · 📦 370K · 📋 39K - 4% open · ⏱️ 16.05.2024):
```
git clone https://github.com/tensorflow/tensorflow
```
-- [PyPi](https://pypi.org/project/tensorflow) (📥 14M / month):
+- [PyPi](https://pypi.org/project/tensorflow) (📥 23M / month):
```
pip install tensorflow
```
-- [Conda](https://anaconda.org/conda-forge/tensorflow) (📥 3.6M · ⏱️ 20.07.2022):
+- [Conda](https://anaconda.org/conda-forge/tensorflow) (📥 4.6M · ⏱️ 30.01.2024):
```
conda install -c conda-forge tensorflow
```
keras (🥈32 · ⭐ 56K) - 以 tensorflow/theano/CNTK 为后端的深度学习封装库，快速上手神经网络。Apache-2
+pytorch (🥈35 · ⭐ 79K) - Tensors and Dynamic neural networks in Python with strong GPU.. ❗Unlicensed
-- [GitHub](https://github.com/keras-team/keras) (👨💻 1.1K · 🔀 18K · 📋 11K - 2% open · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/pytorch/pytorch) (👨💻 4.9K · 🔀 21K · 📥 41K · 📦 450K · 📋 42K - 31% open · ⏱️ 16.05.2024):
```
- git clone https://github.com/keras-team/keras
+ git clone https://github.com/pytorch/pytorch
```
-- [PyPi](https://pypi.org/project/keras) (📥 8.4M / month):
+- [PyPi](https://pypi.org/project/pytorch) (📥 260K / month):
```
- pip install keras
+ pip install pytorch
```
-- [Conda](https://anaconda.org/conda-forge/keras) (📥 2.5M · ⏱️ 19.05.2022):
+- [Conda](https://anaconda.org/conda-forge/pytorch) (📥 3.5M · ⏱️ 14.05.2024):
```
- conda install -c conda-forge keras
+ conda install -c conda-forge pytorch
```
Theano (🥈30 · ⭐ 9.6K · 💤) - 一个快速数值计算库。❗Unlicensed
+keras (🥈34 · ⭐ 61K) - A high-level neural networks library and capable of running on top of.. Apache-2
-- [GitHub](https://github.com/Theano/Theano) (👨💻 380 · 🔀 2.4K · 📦 13K · 📋 2.7K - 21% open · ⏱️ 23.11.2021):
+- [GitHub](https://github.com/keras-team/keras) (👨💻 1.3K · 🔀 19K · 📋 12K - 1% open · ⏱️ 15.05.2024):
```
- git clone https://github.com/Theano/Theano
+ git clone https://github.com/keras-team/keras
```
-- [PyPi](https://pypi.org/project/Theano) (📥 270K / month):
+- [PyPi](https://pypi.org/project/keras) (📥 18M / month):
```
- pip install Theano
+ pip install keras
```
-- [Conda](https://anaconda.org/conda-forge/Theano) (📥 2.1M · ⏱️ 16.03.2022):
+- [Conda](https://anaconda.org/conda-forge/keras) (📥 3.5M · ⏱️ 27.04.2024):
```
- conda install -c conda-forge Theano
+ conda install -c conda-forge keras
```
pytorch (🥉29 · ⭐ 58K) - 一个具有张量和动态神经网络，并有强大 GPU 加速能力的深度学习框架。❗Unlicensed
+mxnet (🥈34 · ⭐ 21K · 💀) - A deep learning framework designed for both efficiency and.. Apache-2
-- [GitHub](https://github.com/pytorch/pytorch) (👨💻 3.5K · 🔀 16K · 📥 5.6K · 📋 28K - 32% open · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/apache/mxnet) (👨💻 980 · 🔀 6.5K · 📥 27K · 📦 7.3K · 📋 9.6K - 18% open · ⏱️ 26.01.2023):
```
- git clone https://github.com/pytorch/pytorch
+ git clone https://github.com/dmlc/mxnet
```
-- [PyPi](https://pypi.org/project/pytorch) (📥 45K / month):
+- [PyPi](https://pypi.org/project/mxnet) (📥 600K / month):
```
- pip install pytorch
+ pip install mxnet
```
-- [Conda](https://anaconda.org/conda-forge/pytorch) (📥 670K · ⏱️ 10.08.2022):
+- [Conda](https://anaconda.org/conda-forge/mxnet):
```
- conda install -c conda-forge pytorch
+ conda install -c conda-forge mxnet
```
mxnet (🥉29 · ⭐ 20K) - 一个高效和灵活的深度学习框架。Apache-2
+Theano (🥉31 · ⭐ 9.9K) - A library for fast numerical computation. ❗Unlicensed
-- [GitHub](https://github.com/apache/incubator-mxnet) (👨💻 980 · 🔀 6.5K · 📥 25K · 📋 9.5K - 18% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/Theano/Theano) (👨💻 390 · 🔀 2.4K · 📦 15K · 📋 2.7K - 22% open · ⏱️ 15.01.2024):
```
- git clone https://github.com/dmlc/mxnet
+ git clone https://github.com/Theano/Theano
```
-- [PyPi](https://pypi.org/project/mxnet) (📥 410K / month):
+- [PyPi](https://pypi.org/project/Theano) (📥 570K / month):
```
- pip install mxnet
+ pip install Theano
```
-- [Conda](https://anaconda.org/conda-forge/mxnet):
+- [Conda](https://anaconda.org/conda-forge/Theano) (📥 2.4M · ⏱️ 16.06.2023):
```
- conda install -c conda-forge mxnet
+ conda install -c conda-forge Theano
```
caffe (🥉22 · ⭐ 33K · 💀) - 一个 Caffe 的 python 接口。❗Unlicensed
+caffe (🥉24 · ⭐ 34K · 💀) - A fast open framework for deep learning.. ❗Unlicensed
-- [GitHub](https://github.com/BVLC/caffe) (👨💻 310 · 🔀 14K · 📋 4.8K - 18% open · ⏱️ 13.02.2020):
+- [GitHub](https://github.com/BVLC/caffe) (👨💻 310 · 🔀 14K · 📦 21 · 📋 4.8K - 18% open · ⏱️ 13.02.2020):
```
git clone https://github.com/BVLC/caffe
@@ -3143,19 +3143,19 @@ _神经网络和深度学习相关框架。 也可以参考 [awesome-deep-learni
```
pip install caffe
```
-- [Conda](https://anaconda.org/conda-forge/caffe) (📥 95K · ⏱️ 27.06.2020):
+- [Conda](https://anaconda.org/conda-forge/caffe) (📥 120K · ⏱️ 16.06.2023):
```
conda install -c conda-forge caffe
```
SerpentAI (🥉14 · ⭐ 6.3K · 💀) - 游戏代理框架，可使用任意视频游戏作为深度学习沙箱。MIT
+SerpentAI (🥉14 · ⭐ 6.7K · 💀) - Game agent framework. Use any video game as a deep learning sandbox. MIT
-- [GitHub](https://github.com/SerpentAI/SerpentAI) (👨💻 7 · 🔀 730 · 📥 200 · ⏱️ 22.05.2020):
+- [GitHub](https://github.com/SerpentAI/SerpentAI) (👨💻 7 · 🔀 760 · 📥 340 · ⏱️ 22.05.2020):
```
git clone https://github.com/SerpentAI/SerpentAI
```
-- [PyPi](https://pypi.org/project/SerpentAI) (📥 40 / month):
+- [PyPi](https://pypi.org/project/SerpentAI) (📥 120 / month):
```
pip install SerpentAI
```
@@ -3166,140 +3166,140 @@ _神经网络和深度学习相关框架。 也可以参考 [awesome-deep-learni
-## DevOps 工具
+## DevOps Tools
-
+
-_用于 DevOps 的软件和库。_
+_Software and libraries for DevOps._
-🔗 cloudinit - 一个多分发包，用于处理云实例的早期初始化。
+🔗 cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
-🔗 OpenStack - 用于构建私有和公有云的开源软件。
+🔗 OpenStack - Open source software for building private and public clouds.
-🔗 BorgBackup - 具有压缩和加密功能的重复数据删除存档器。
+🔗 BorgBackup - A deduplicating archiver with compression and encryption.
-🔗 docker-compose - 使用 Docker 的快速独立的开发环境。
+🔗 docker-compose - Fast, isolated development environments using [Docker](https://www.docker.com/).
-psutil (🥇37 · ⭐ 8.6K) - 一个跨平台进程和系统工具模块。BSD-3
+psutil (🥇38 · ⭐ 10K) - A cross-platform process and system utilities module. BSD-3
-- [GitHub](https://github.com/giampaolo/psutil) (👨💻 180 · 🔀 1.2K · 📦 200K · 📋 1.6K - 13% open · ⏱️ 18.08.2022):
+- [GitHub](https://github.com/giampaolo/psutil) (👨💻 210 · 🔀 1.3K · 📦 490K · 📋 1.7K - 16% open · ⏱️ 15.05.2024):
```
git clone https://github.com/giampaolo/psutil
```
-- [PyPi](https://pypi.org/project/psutil) (📥 57M / month):
+- [PyPi](https://pypi.org/project/psutil) (📥 110M / month):
```
pip install psutil
```
-- [Conda](https://anaconda.org/conda-forge/psutil) (📥 14M · ⏱️ 20.05.2022):
+- [Conda](https://anaconda.org/conda-forge/psutil) (📥 31M · ⏱️ 08.02.2024):
```
conda install -c conda-forge psutil
```
ansible (🥈33 · ⭐ 54K) - 一个非常简单的 IT 自动化平台。❗️GPL-3.0
+ansible (🥈36 · ⭐ 61K) - A radically simple IT automation platform. ❗️GPL-3.0
-- [GitHub](https://github.com/ansible/ansible) (👨💻 6.6K · 🔀 21K · 📦 23K · 📋 31K - 2% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/ansible/ansible) (👨💻 6.8K · 🔀 23K · 📦 34K · 📋 32K - 1% open · ⏱️ 16.05.2024):
```
git clone https://github.com/ansible/ansible
```
-- [PyPi](https://pypi.org/project/ansible) (📥 4.9M / month):
+- [PyPi](https://pypi.org/project/ansible) (📥 5.3M / month):
```
pip install ansible
```
-- [Conda](https://anaconda.org/conda-forge/ansible) (📥 700K · ⏱️ 24.08.2022):
+- [Conda](https://anaconda.org/conda-forge/ansible) (📥 1M · ⏱️ 24.04.2024):
```
conda install -c conda-forge ansible
```
saltstack (🥈30 · ⭐ 13K) - 基础设施自动化和管理系统。Apache-2
+saltstack (🥈33 · ⭐ 14K) - Infrastructure automation and management system. Apache-2
-- [GitHub](https://github.com/saltstack/salt) (👨💻 3.8K · 🔀 5.1K · 📥 16K · 📋 25K - 9% open · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/saltstack/salt) (👨💻 3.9K · 🔀 5.3K · 📥 19K · 📦 770 · 📋 26K - 9% open · ⏱️ 16.05.2024):
```
git clone https://github.com/saltstack/salt
```
-- [PyPi](https://pypi.org/project/salt) (📥 74K / month):
+- [PyPi](https://pypi.org/project/salt) (📥 42K / month):
```
pip install salt
```
-- [Conda](https://anaconda.org/conda-forge/salt) (📥 26K · ⏱️ 26.02.2019):
+- [Conda](https://anaconda.org/conda-forge/salt) (📥 30K · ⏱️ 16.06.2023):
```
conda install -c conda-forge salt
```
supervisor (🥈30 · ⭐ 7.4K) - UNIX 的进程控制系统。❗Unlicensed
+supervisor (🥈28 · ⭐ 8.3K) - Supervisor process control system for UNIX. ❗Unlicensed
-- [GitHub](https://github.com/Supervisor/supervisor) (👨💻 160 · 🔀 1.1K · 📦 7.5K · 📋 1.1K - 10% open · ⏱️ 09.08.2022):
+- [GitHub](https://github.com/Supervisor/supervisor) (👨💻 180 · 🔀 1.2K · 📦 11K · 📋 1.2K - 11% open · ⏱️ 02.03.2024):
```
git clone https://github.com/Supervisor/supervisor
```
-- [PyPi](https://pypi.org/project/supervisor) (📥 1.6M / month):
+- [PyPi](https://pypi.org/project/supervisor) (📥 1.7M / month):
```
pip install supervisor
```
-- [Conda](https://anaconda.org/conda-forge/supervisor) (📥 200K · ⏱️ 12.04.2022):
+- [Conda](https://anaconda.org/conda-forge/supervisor) (📥 300K · ⏱️ 23.11.2023):
```
conda install -c conda-forge supervisor
```
honcho (🥉25 · ⭐ 1.5K) - Foreman 的 Python 克隆版，用于管理基于 Procfile 的应用。MIT
+fabric (🥉25 · ⭐ 15K) - A simple, Pythonic tool for remote execution and deployment. BSD-2
-- [GitHub](https://github.com/nickstenning/honcho) (👨💻 46 · 🔀 130 · 📦 3.6K · 📋 100 - 11% open · ⏱️ 03.08.2022):
+- [GitHub](https://github.com/fabric/fabric) (👨💻 19 · 🔀 1.7K · 📦 21 · 📋 1.7K - 24% open · ⏱️ 26.01.2024):
```
- git clone https://github.com/nickstenning/honcho
+ git clone https://github.com/fabric/fabric
```
-- [PyPi](https://pypi.org/project/honcho) (📥 140K / month):
+- [PyPi](https://pypi.org/project/fabric) (📥 6.9M / month):
```
- pip install honcho
+ pip install fabric
```
-- [Conda](https://anaconda.org/conda-forge/honcho):
+- [Conda](https://anaconda.org/conda-forge/fabric) (📥 91K · ⏱️ 31.08.2023):
```
- conda install -c conda-forge honcho
+ conda install -c conda-forge fabric
```
pyinfra (🥉23 · ⭐ 1.6K) - 一个通用的 CLI 工具包和 python 库，用于自动化的基础设施。MIT
+honcho (🥉25 · ⭐ 1.6K · 💀) - A Python clone of [Foreman](https://github.com/ddollar/foreman), for.. MIT
-- [GitHub](https://github.com/Fizzadar/pyinfra) (👨💻 72 · 🔀 280 · 📦 50 · 📋 610 - 18% open · ⏱️ 14.08.2022):
+- [GitHub](https://github.com/nickstenning/honcho) (👨💻 47 · 🔀 140 · 📦 10K · 📋 100 - 14% open · ⏱️ 24.10.2022):
```
- git clone https://github.com/Fizzadar/pyinfra
+ git clone https://github.com/nickstenning/honcho
```
-- [PyPi](https://pypi.org/project/pyinfra) (📥 24K / month):
+- [PyPi](https://pypi.org/project/honcho) (📥 280K / month):
```
- pip install pyinfra
+ pip install honcho
```
-- [Conda](https://anaconda.org/conda-forge/pyinfra):
+- [Conda](https://anaconda.org/conda-forge/honcho) (📥 210 · ⏱️ 08.01.2024):
```
- conda install -c conda-forge pyinfra
+ conda install -c conda-forge honcho
```
fabric (🥉22 · ⭐ 14K) - 一个简单的，Python 风格的工具，用来进行远程执行和部署。BSD-2
+pyinfra (🥉24 · ⭐ 3.4K) - A versatile CLI tools and python libraries to automate infrastructure. MIT
-- [GitHub](https://github.com/fabric/fabric) (👨💻 19 · 🔀 1.7K · 📋 1.7K - 23% open · ⏱️ 14.07.2022):
+- [GitHub](https://github.com/pyinfra-dev/pyinfra) (👨💻 110 · 🔀 350 · 📦 110 · 📋 720 - 21% open · ⏱️ 13.05.2024):
```
- git clone https://github.com/fabric/fabric
+ git clone https://github.com/Fizzadar/pyinfra
```
-- [PyPi](https://pypi.org/project/fabric) (📥 2.5M / month):
+- [PyPi](https://pypi.org/project/pyinfra) (📥 28K / month):
```
- pip install fabric
+ pip install pyinfra
```
-- [Conda](https://anaconda.org/conda-forge/fabric) (📥 52K · ⏱️ 16.07.2022):
+- [Conda](https://anaconda.org/conda-forge/pyinfra) (📥 4.3K · ⏱️ 26.02.2024):
```
- conda install -c conda-forge fabric
+ conda install -c conda-forge pyinfra
```
fabtools (🥉22 · ⭐ 1.3K · 💀) - 一个用来编写超赞的 Fabric 文件的工具。BSD-2
+fabtools (🥉22 · ⭐ 1.2K · 💀) - Tools for writing awesome Fabric files. BSD-2
-- [GitHub](https://github.com/fabtools/fabtools) (👨💻 88 · 🔀 190 · 📦 280 · 📋 140 - 54% open · ⏱️ 16.09.2019):
+- [GitHub](https://github.com/fabtools/fabtools) (👨💻 88 · 🔀 190 · 📦 300 · 📋 140 - 54% open · ⏱️ 16.09.2019):
```
git clone https://github.com/fabtools/fabtools
```
-- [PyPi](https://pypi.org/project/fabtools) (📥 1.8K / month):
+- [PyPi](https://pypi.org/project/fabtools) (📥 1.2K / month):
```
pip install fabtools
```
@@ -3308,14 +3308,14 @@ _用于 DevOps 的软件和库。_
conda install -c conda-forge fabtools
```
cuisine (🥉18 · ⭐ 1.2K · 💀) - 为 Fabric 提供一系列高级函数。❗Unlicensed
+cuisine (🥉17 · ⭐ 1.3K · 💀) - Chef-like functionality for Fabric. ❗Unlicensed
-- [GitHub](https://github.com/sebastien/cuisine) (👨💻 57 · 🔀 160 · 📦 160 · 📋 110 - 24% open · ⏱️ 27.02.2018):
+- [GitHub](https://github.com/sebastien/cuisine) (👨💻 57 · 🔀 160 · 📦 190 · 📋 110 - 24% open · ⏱️ 06.03.2023):
```
git clone https://github.com/sebastien/cuisine
```
-- [PyPi](https://pypi.org/project/cuisine) (📥 830 / month):
+- [PyPi](https://pypi.org/project/cuisine) (📥 590 / month):
```
pip install cuisine
```
@@ -3326,49 +3326,49 @@ _用于 DevOps 的软件和库。_
-## 分布式计算
+## Distributed Computing
-
+
-_分布式计算相关的框架和库。_
+_Frameworks and libraries for Distributed Computing._
-🔗 PySpark - Spark 的 Python API 。
+🔗 PySpark - [Apache Spark](https://spark.apache.org/) Python API.
-luigi (🥇34 · ⭐ 16K) - 这个模块帮你构建批处理作业的复杂流水线。Apache-2
+dask (🥇34 · ⭐ 12K) - A flexible parallel computing library for analytic computing. BSD-3
-- [GitHub](https://github.com/spotify/luigi) (👨💻 590 · 🔀 2.3K · 📦 1.8K · 📋 940 - 7% open · ⏱️ 18.08.2022):
+- [GitHub](https://github.com/dask/dask) (👨💻 600 · 🔀 1.6K · 📦 60K · 📋 5K - 17% open · ⏱️ 15.05.2024):
```
- git clone https://github.com/spotify/luigi
+ git clone https://github.com/dask/dask
```
-- [PyPi](https://pypi.org/project/luigi) (📥 670K / month):
+- [PyPi](https://pypi.org/project/dask) (📥 8.3M / month):
```
- pip install luigi
+ pip install dask
```
-- [Conda](https://anaconda.org/conda-forge/luigi) (📥 560K · ⏱️ 18.08.2022):
+- [Conda](https://anaconda.org/conda-forge/dask) (📥 11M · ⏱️ 04.05.2024):
```
- conda install -c conda-forge luigi
+ conda install -c conda-forge dask
```
dask (🥈32 · ⭐ 10K) - 用于分析计算的灵活的并行计算库。BSD-3
+luigi (🥈33 · ⭐ 17K) - A module that helps you build complex pipelines of batch jobs. Apache-2
-- [GitHub](https://github.com/dask/dask) (👨💻 550 · 🔀 1.5K · 📦 39K · 📋 4.4K - 15% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/spotify/luigi) (👨💻 620 · 🔀 2.3K · 📦 2.4K · 📋 980 - 10% open · ⏱️ 09.05.2024):
```
- git clone https://github.com/dask/dask
+ git clone https://github.com/spotify/luigi
```
-- [PyPi](https://pypi.org/project/dask) (📥 7.1M / month):
+- [PyPi](https://pypi.org/project/luigi) (📥 330K / month):
```
- pip install dask
+ pip install luigi
```
-- [Conda](https://anaconda.org/conda-forge/dask) (📥 6.4M · ⏱️ 19.08.2022):
+- [Conda](https://anaconda.org/conda-forge/luigi) (📥 710K · ⏱️ 15.01.2024):
```
- conda install -c conda-forge dask
+ conda install -c conda-forge luigi
```
Ray (🥈27 · ⭐ 22K) - 一个用于并行和分布式 Python 的系统，它统一了机器学习生态系统。Apache-2
+Ray (🥈26 · ⭐ 31K) - A system for parallel and distributed Python that unifies the machine.. Apache-2
-- [GitHub](https://github.com/ray-project/ray) (🔀 3.7K · 📦 5.7K · 📋 11K - 21% open · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/ray-project/ray) (🔀 5.2K · 📥 210 · 📦 15K · 📋 17K - 18% open · ⏱️ 16.05.2024):
```
git clone https://github.com/ray-project/ray/
@@ -3378,30 +3378,30 @@ _分布式计算相关的框架和库。_
conda install -c conda-forge
```
mrjob (🥈27 · ⭐ 2.6K · 💀) - 在 Hadoop 或 Amazon Web Services 上运行 MapReduce 任务。❗Unlicensed
+mrjob (🥈26 · ⭐ 2.6K · 💀) - Run MapReduce jobs on Hadoop or Amazon Web Services. ❗Unlicensed
-- [GitHub](https://github.com/Yelp/mrjob) (👨💻 140 · 🔀 580 · 📦 1.1K · 📋 1.3K - 15% open · ⏱️ 16.11.2020):
+- [GitHub](https://github.com/Yelp/mrjob) (👨💻 140 · 🔀 570 · 📦 1.5K · 📋 1.3K - 15% open · ⏱️ 16.11.2020):
```
git clone https://github.com/Yelp/mrjob
```
-- [PyPi](https://pypi.org/project/mrjob) (📥 76K / month):
+- [PyPi](https://pypi.org/project/mrjob) (📥 120K / month):
```
pip install mrjob
```
-- [Conda](https://anaconda.org/conda-forge/mrjob) (📥 490K · ⏱️ 06.02.2022):
+- [Conda](https://anaconda.org/conda-forge/mrjob) (📥 520K · ⏱️ 16.06.2023):
```
conda install -c conda-forge mrjob
```
faust (🥉25 · ⭐ 6.3K · 💀) - 一个 Python 流处理库，核心思想来源 Kafka Streams。❗Unlicensed
+faust (🥉24 · ⭐ 6.7K · 💀) - A stream processing library, porting the ideas from [Kafka.. ❗Unlicensed
-- [GitHub](https://github.com/robinhood/faust) (👨💻 94 · 🔀 530 · 📦 1.1K · 📋 460 - 48% open · ⏱️ 09.10.2020):
+- [GitHub](https://github.com/robinhood/faust) (👨💻 95 · 🔀 530 · 📦 1.9K · 📋 480 - 48% open · ⏱️ 23.02.2023):
```
git clone https://github.com/robinhood/faust
```
-- [PyPi](https://pypi.org/project/faust) (📥 32K / month):
+- [PyPi](https://pypi.org/project/faust) (📥 24K / month):
```
pip install faust
```
@@ -3410,14 +3410,14 @@ _分布式计算相关的框架和库。_
conda install -c conda-forge faust
```
streamparse (🥉24 · ⭐ 1.5K) - 运行针对事实数据流的 Python 代码。集成了 Apache Storm。Apache-2
+streamparse (🥉24 · ⭐ 1.5K) - Run Python code against real-time streams of data via [Apache.. Apache-2
-- [GitHub](https://github.com/Parsely/streamparse) (👨💻 43 · 🔀 210 · 📦 55 · 📋 330 - 19% open · ⏱️ 18.07.2022):
+- [GitHub](https://github.com/pystorm/streamparse) (👨💻 45 · 🔀 210 · 📦 65 · 📋 330 - 19% open · ⏱️ 21.04.2024):
```
git clone https://github.com/Parsely/streamparse
```
-- [PyPi](https://pypi.org/project/streamparse) (📥 2.2K / month):
+- [PyPi](https://pypi.org/project/streamparse) (📥 2.7K / month):
```
pip install streamparse
```
@@ -3428,44 +3428,44 @@ _分布式计算相关的框架和库。_
-## 分发
+## Distribution
-
+
-_打包为可执行文件以便分发。_
+_Libraries to create packaged executables for release distribution._
-🔗 Nuitka - 将脚本、模块、包编译成可执行文件或扩展模块。
+🔗 Nuitka - Compile scripts, modules, packages to an executable or extension module.
-🔗 py2app - 将 Python 脚本变为独立软件包（Mac OS X）。
+🔗 py2app - Freezes Python scripts (Mac OS X).
-🔗 py2exe - 将 Python 脚本变为独立软件包（Windows）。
+🔗 py2exe - Freezes Python scripts (Windows).
-🔗 pynsist - 一个用来创建 Windows 安装程序的工具，可以在安装程序中打包 Python 本身。
+🔗 pynsist - A tool to build Windows installers, installers bundle Python itself.
-PyInstaller (🥇33 · ⭐ 9.5K · 📈) - 将 Python 程序转换成独立的执行文件（跨平台）。❗Unlicensed
+PyInstaller (🥇34 · ⭐ 11K) - Converts Python programs into stand-alone executables.. ❗Unlicensed
-- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 440 · 🔀 1.7K · 📥 730K · 📦 30K · 📋 4.6K - 5% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/pyinstaller/pyinstaller) (👨💻 470 · 🔀 1.8K · 📥 750K · 📦 58K · 📋 5.3K - 5% open · ⏱️ 16.05.2024):
```
git clone https://github.com/pyinstaller/pyinstaller
```
-- [PyPi](https://pypi.org/project/pyinstaller) (📥 870K / month):
+- [PyPi](https://pypi.org/project/pyinstaller) (📥 2.3M / month):
```
pip install pyinstaller
```
-- [Conda](https://anaconda.org/conda-forge/pyinstaller) (📥 340K · ⏱️ 21.05.2022):
+- [Conda](https://anaconda.org/conda-forge/pyinstaller) (📥 560K · ⏱️ 14.04.2024):
```
conda install -c conda-forge pyinstaller
```
pyarmor (🥈28 · ⭐ 1.7K) - 一个用于加密 python 脚本的工具，也可以将加密后的脚本绑定到固件上，或设置已加密脚本的有效期。❗Unlicensed
+pyarmor (🥈28 · ⭐ 2.9K) - A tool used to obfuscate python scripts, bind obfuscated scripts.. ❗Unlicensed
-- [GitHub](https://github.com/dashingsoft/pyarmor) (👨💻 23 · 🔀 190 · 📦 490 · 📋 780 - 2% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/dashingsoft/pyarmor) (👨💻 33 · 🔀 260 · 📦 1.2K · 📋 1.4K - 0% open · ⏱️ 14.05.2024):
```
git clone https://github.com/dashingsoft/pyarmor
```
-- [PyPi](https://pypi.org/project/pyarmor) (📥 540K / month):
+- [PyPi](https://pypi.org/project/pyarmor) (📥 230K / month):
```
pip install pyarmor
```
@@ -3474,25 +3474,25 @@ _打包为可执行文件以便分发。_
conda install -c conda-forge pyarmor
```
shiv (🥉19 · ⭐ 1.5K) - 一个命令行工具，可用于构建完全独立的 zip 应用（PEP 441 所描述的那种），同时包含了所有的依赖项。BSD-2
+shiv (🥉20 · ⭐ 1.7K) - A command line utility for building fully self-contained zipapps (PEP 441),.. BSD-2
-- [GitHub](https://github.com/linkedin/shiv) (👨💻 37 · 🔀 80 · 📥 310 · 📋 110 - 31% open · ⏱️ 17.08.2022):
+- [GitHub](https://github.com/linkedin/shiv) (👨💻 42 · 🔀 91 · 📥 760 · 📋 120 - 35% open · ⏱️ 09.05.2024):
```
git clone https://github.com/linkedin/shiv
```
-- [PyPi](https://pypi.org/project/shiv) (📥 16K / month):
+- [PyPi](https://pypi.org/project/shiv) (📥 27K / month):
```
pip install shiv
```
-- [Conda](https://anaconda.org/conda-forge/shiv) (📥 46 · ⏱️ 22.08.2022):
+- [Conda](https://anaconda.org/conda-forge/shiv) (📥 3.2K · ⏱️ 10.05.2024):
```
conda install -c conda-forge shiv
```
dh-virtualenv (🥉15 · ⭐ 1.5K) - 构建并将 virtualenv 虚拟环境作为一个 Debian 包来发布。❗️GPL-2.0
+dh-virtualenv (🥉15 · ⭐ 1.6K · 💀) - Build and distribute a virtualenv as a Debian package. ❗️GPL-2.0
-- [GitHub](https://github.com/spotify/dh-virtualenv) (👨💻 59 · 🔀 170 · 📋 200 - 13% open · ⏱️ 15.07.2022):
+- [GitHub](https://github.com/spotify/dh-virtualenv) (👨💻 61 · 🔀 180 · 📋 210 - 16% open · ⏱️ 03.01.2023):
```
git clone https://github.com/spotify/dh-virtualenv
@@ -3508,17 +3508,17 @@ _打包为可执行文件以便分发。_
-## 文档
+## Documentation
-
+
-_用以生成项目文档的库。_
+_Libraries for generating project documentation._
-🔗 awesome-sphinxdoc ( ⭐ 810 · 💀) - A curated list of awesome tools for Sphinx Python Documentation..
+🔗 awesome-sphinxdoc ( ⭐ 910 · 💀) - A curated list of awesome tools for Sphinx Python Documentation..
-sphinx (🥇27 · ⭐ 4.9K) - Python 文档生成器。❗Unlicensed
+sphinx (🥇28 · ⭐ 6.1K) - Python Documentation generator. ❗Unlicensed
-- [GitHub](https://github.com/sphinx-doc/sphinx) (🔀 1.6K · 📦 220K · 📋 6.1K - 16% open · ⏱️ 23.08.2022):
+- [GitHub](https://github.com/sphinx-doc/sphinx) (🔀 2K · 📦 380K · 📋 6.9K - 16% open · ⏱️ 15.05.2024):
```
git clone https://github.com/sphinx-doc/sphinx/
@@ -3528,30 +3528,30 @@ _用以生成项目文档的库。_
conda install -c conda-forge
```
pdoc (🥉23 · ⭐ 1.3K) - 一个可以替换 Epydoc 的库，可以自动生成 Python 库的 API 文档。Unlicense
+pdoc (🥉25 · ⭐ 1.8K) - Epydoc replacement to auto generate API documentation for Python.. Unlicense
-- [GitHub](https://github.com/mitmproxy/pdoc) (👨💻 39 · 🔀 140 · 📦 780 · 📋 280 - 3% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/mitmproxy/pdoc) (👨💻 51 · 🔀 180 · 📦 2.8K · 📋 370 - 7% open · ⏱️ 16.05.2024):
```
git clone https://github.com/mitmproxy/pdoc
```
-- [PyPi](https://pypi.org/project/pdoc) (📥 110K / month):
+- [PyPi](https://pypi.org/project/pdoc) (📥 270K / month):
```
pip install pdoc
```
-- [Conda](https://anaconda.org/conda-forge/pdoc) (📥 4.4K · ⏱️ 12.08.2022):
+- [Conda](https://anaconda.org/conda-forge/pdoc) (📥 45K · ⏱️ 18.01.2024):
```
conda install -c conda-forge pdoc
```
pycco (🥉20 · ⭐ 800 · 💀) - 文学编程（literate-programming）风格的文档生成器。❗Unlicensed
+pycco (🥉20 · ⭐ 840 · 💀) - The literate-programming-style documentation generator. ❗Unlicensed
-- [GitHub](https://github.com/pycco-docs/pycco) (👨💻 36 · 🔀 140 · 📦 260 · 📋 57 - 50% open · ⏱️ 20.12.2019):
+- [GitHub](https://github.com/pycco-docs/pycco) (👨💻 36 · 🔀 140 · 📦 330 · 📋 59 - 52% open · ⏱️ 20.12.2019):
```
git clone https://github.com/pycco-docs/pycco
```
-- [PyPi](https://pypi.org/project/pycco) (📥 1.4K / month):
+- [PyPi](https://pypi.org/project/pycco) (📥 4.3K / month):
```
pip install pycco
```
@@ -3562,24 +3562,24 @@ _用以生成项目文档的库。_
-## 下载器
+## Downloader
-
+
-_用来进行下载的库._
+_Libraries for downloading._
-🔗 you-get - 一个 YouTube/Youku/Niconico 视频下载器，使用 Python3 编写。
+🔗 you-get - A YouTube/Youku/Niconico video downloader written in Python 3.
-🔗 youtube-dl - 一个小巧的命令行程序，用来下载 YouTube 视频。
+🔗 youtube-dl - A small command-line program to download videos from YouTube.
-akshare (🥇28 · ⭐ 5.3K) - 为方便人使用而创建的金融数据接口库。MIT
+akshare (🥇27 · ⭐ 8.5K) - A financial data interface library, built for human beings!. MIT
-- [GitHub](https://github.com/akfamily/akshare) (👨💻 39 · 🔀 1.2K · 📦 200 · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/akfamily/akshare) (👨💻 72 · 🔀 1.7K · 📦 550 · ⏱️ 16.05.2024):
```
git clone https://github.com/jindaxiang/akshare
```
-- [PyPi](https://pypi.org/project/akshare) (📥 24K / month):
+- [PyPi](https://pypi.org/project/akshare) (📥 94K / month):
```
pip install akshare
```
@@ -3588,30 +3588,30 @@ _用来进行下载的库._
conda install -c conda-forge akshare
```
s3cmd (🥉25 · ⭐ 4K) - 一个用来管理 Amazon S3 和 CloudFront 的命令行工具。❗️GPL-2.0
+s3cmd (🥉26 · ⭐ 4.5K) - A command line tool for managing Amazon S3 and CloudFront. ❗️GPL-2.0
-- [GitHub](https://github.com/s3tools/s3cmd) (👨💻 210 · 🔀 810 · 📥 3.1M · 📋 820 - 31% open · ⏱️ 22.08.2022):
+- [GitHub](https://github.com/s3tools/s3cmd) (👨💻 220 · 🔀 860 · 📥 3.2M · 📋 900 - 27% open · ⏱️ 17.04.2024):
```
git clone https://github.com/s3tools/s3cmd
```
-- [PyPi](https://pypi.org/project/s3cmd) (📥 1.7M / month):
+- [PyPi](https://pypi.org/project/s3cmd) (📥 1.2M / month):
```
pip install s3cmd
```
-- [Conda](https://anaconda.org/conda-forge/s3cmd) (📥 6.9K · ⏱️ 22.12.2018):
+- [Conda](https://anaconda.org/conda-forge/s3cmd) (📥 9.9K · ⏱️ 16.06.2023):
```
conda install -c conda-forge s3cmd
```
s4cmd (🥉21 · ⭐ 1.2K) - 超级 S3 命令行工具，性能更加强劲。Apache-2
+s4cmd (🥉21 · ⭐ 1.4K · 💀) - Super S3 command line tool, good for higher performance. Apache-2
-- [GitHub](https://github.com/bloomreach/s4cmd) (👨💻 35 · 🔀 190 · 📦 31 · 📋 130 - 60% open · ⏱️ 06.05.2022):
+- [GitHub](https://github.com/bloomreach/s4cmd) (👨💻 35 · 🔀 200 · 📦 46 · 📋 140 - 62% open · ⏱️ 06.05.2022):
```
git clone https://github.com/bloomreach/s4cmd
```
-- [PyPi](https://pypi.org/project/s4cmd) (📥 42K / month):
+- [PyPi](https://pypi.org/project/s4cmd) (📥 27K / month):
```
pip install s4cmd
```
@@ -3622,26 +3622,26 @@ _用来进行下载的库._
-## 电子商务
+## E-commerce
-
+
-_用于电子商务以及支付的框架和库。_
+_Frameworks and libraries for e-commerce and payments._
-🔗 django-oscar - 一个用于 Django 的开源的电子商务框架。
+🔗 django-oscar - An open-source e-commerce framework for Django.
-🔗 saleor - 一款兼容 Django 的电子商务平台。
+🔗 saleor - An e-commerce storefront for Django.
-🔗 shoop - 一个基于 Django 的开源电子商务平台。
+🔗 shoop - An open source E-Commerce platform based on Django.
-forex-python (🥇25 · ⭐ 500) - 外汇汇率，比特币价格指数和货币换算。MIT
+forex-python (🥇24 · ⭐ 640 · 💤) - Foreign exchange rates, Bitcoin price index and currency.. MIT
-- [GitHub](https://github.com/MicroPyramid/forex-python) (👨💻 25 · 🔀 150 · 📦 1.3K · 📋 64 - 20% open · ⏱️ 05.08.2022):
+- [GitHub](https://github.com/MicroPyramid/forex-python) (👨💻 27 · 🔀 190 · 📦 2.6K · 📋 92 - 35% open · ⏱️ 04.08.2023):
```
git clone https://github.com/MicroPyramid/forex-python
```
-- [PyPi](https://pypi.org/project/forex-python) (📥 110K / month):
+- [PyPi](https://pypi.org/project/forex-python) (📥 350K / month):
```
pip install forex-python
```
@@ -3650,14 +3650,14 @@ _用于电子商务以及支付的框架和库。_
conda install -c conda-forge forex-python
```
django-shop (🥈23 · ⭐ 2.9K · 💀) - 一个基于 Django 的店铺系统。BSD-3
+django-shop (🥈23 · ⭐ 3.2K · 💀) - A Django based shop system. BSD-3
-- [GitHub](https://github.com/awesto/django-shop) (👨💻 95 · 🔀 940 · 📦 200 · 📋 380 - 22% open · ⏱️ 28.02.2021):
+- [GitHub](https://github.com/awesto/django-shop) (👨💻 96 · 🔀 990 · 📦 220 · 📋 380 - 23% open · ⏱️ 28.02.2021):
```
git clone https://github.com/awesto/django-shop
```
-- [PyPi](https://pypi.org/project/django-shop) (📥 5.4K / month):
+- [PyPi](https://pypi.org/project/django-shop) (📥 5.7K / month):
```
pip install django-shop
```
@@ -3666,46 +3666,46 @@ _用于电子商务以及支付的框架和库。_
conda install -c conda-forge django-shop
```
Cartridge (🥈21 · ⭐ 660) - 一个基于 Mezzanine 构建的购物车应用。BSD-2
+money (🥈20 · ⭐ 230 · 💀) - `Money` class with optional CLDR-backed locale-aware formatting and an.. MIT
-- [GitHub](https://github.com/stephenmcd/cartridge) (👨💻 75 · 🔀 280 · 📋 150 - 15% open · ⏱️ 14.07.2022):
+- [GitHub](https://github.com/carlospalol/money) (👨💻 4 · 🔀 33 · 📦 330 · 📋 24 - 29% open · ⏱️ 04.09.2016):
```
- git clone https://github.com/stephenmcd/cartridge
+ git clone https://github.com/carlospalol/money
```
-- [PyPi](https://pypi.org/project/cartridge) (📥 370 / month):
+- [PyPi](https://pypi.org/project/money) (📥 45K / month):
```
- pip install cartridge
+ pip install money
```
-- [Conda](https://anaconda.org/conda-forge/cartridge):
+- [Conda](https://anaconda.org/conda-forge/money):
```
- conda install -c conda-forge cartridge
+ conda install -c conda-forge money
```
money (🥉20 · ⭐ 210 · 💀) - 一个货币类库。带有可选的 CLDR 后端本地化格式，提供可扩展的货币兑换解决方案。MIT
+Cartridge (🥉19 · ⭐ 700) - A shopping cart app built using the Mezzanine. BSD-2
-- [GitHub](https://github.com/carlospalol/money) (👨💻 4 · 🔀 27 · 📦 260 · 📋 23 - 30% open · ⏱️ 04.09.2016):
+- [GitHub](https://github.com/stephenmcd/cartridge) (👨💻 76 · 🔀 290 · 📋 150 - 15% open · ⏱️ 22.02.2024):
```
- git clone https://github.com/carlospalol/money
+ git clone https://github.com/stephenmcd/cartridge
```
-- [PyPi](https://pypi.org/project/money) (📥 41K / month):
+- [PyPi](https://pypi.org/project/cartridge) (📥 620 / month):
```
- pip install money
+ pip install cartridge
```
-- [Conda](https://anaconda.org/conda-forge/money):
+- [Conda](https://anaconda.org/conda-forge/cartridge):
```
- conda install -c conda-forge money
+ conda install -c conda-forge cartridge
```
merchant (🥉18 · ⭐ 990 · 💀) - 一个可以接收来自多种支付平台支付的 Django 应用。BSD-3
+merchant (🥉16 · ⭐ 1K · 💀) - A Django app to accept payments from various payment processors. BSD-3
-- [GitHub](https://github.com/agiliq/merchant) (👨💻 49 · 🔀 170 · 📦 23 · 📋 63 - 36% open · ⏱️ 08.07.2015):
+- [GitHub](https://github.com/agiliq/merchant) (👨💻 49 · 🔀 160 · 📦 28 · 📋 65 - 35% open · ⏱️ 08.07.2015):
```
git clone https://github.com/agiliq/merchant
```
-- [PyPi](https://pypi.org/project/merchant):
+- [PyPi](https://pypi.org/project/merchant) (📥 1 / month):
```
pip install merchant
```
@@ -3714,14 +3714,14 @@ _用于电子商务以及支付的框架和库。_
conda install -c conda-forge merchant
```
alipay (🥉14 · ⭐ 320 · 💀) - 非官方的 Python 支付宝 API。❗Unlicensed
+alipay (🥉14 · ⭐ 330 · 💀) - Unofficial Alipay API for Python. ❗Unlicensed
-- [GitHub](https://github.com/lxneng/alipay) (👨💻 13 · 🔀 91 · 📦 110 · 📋 15 - 20% open · ⏱️ 22.11.2017):
+- [GitHub](https://github.com/lxneng/alipay) (👨💻 13 · 🔀 92 · 📦 120 · ⏱️ 22.11.2017):
```
git clone https://github.com/lxneng/alipay
```
-- [PyPi](https://pypi.org/project/alipay) (📥 180 / month):
+- [PyPi](https://pypi.org/project/alipay) (📥 490 / month):
```
pip install alipay
```
@@ -3730,9 +3730,9 @@ _用于电子商务以及支付的框架和库。_
conda install -c conda-forge alipay
```
python-currencies (🥉12 · ⭐ 62 · 💀) - 显示货币格式以及它的数值。❗️GPL-3.0
+python-currencies (🥉13 · ⭐ 72 · 💀) - Display money format and its filthy currencies. ❗️GPL-3.0
-- [GitHub](https://github.com/Alir3z4/python-currencies) (👨💻 5 · 🔀 13 · 📥 6 · 📦 39 · 📋 5 - 40% open · ⏱️ 22.12.2020):
+- [GitHub](https://github.com/Alir3z4/python-currencies) (👨💻 5 · 🔀 12 · 📥 7 · 📦 80 · 📋 7 - 57% open · ⏱️ 22.12.2020):
```
git clone https://github.com/Alir3z4/python-currencies
@@ -3748,67 +3748,67 @@ _用于电子商务以及支付的框架和库。_
-## Emacs [elpy](https://github.com/jorgenschaefer/elpy)：Emacs Python 开发环境。
+## Editor Plugins and IDEs
-
+
-_ Emacs [elpy](https://github.com/jorgenschaefer/elpy)：Emacs Python 开发环境。_
+_Editor Plugins and IDEs_
-🔗 Python - 对 Python 有丰富支持的官方 VSCode 扩展。
+🔗 Python - The official VSCode extension with rich support for Python.
-🔗 PyCharm - JetBrains 提供的商业 Python IDE，也有免费的社区版。
+🔗 PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
-spyder (🥇35 · ⭐ 7.1K) - 开源 Python IDE。MIT
+spyder (🥇35 · ⭐ 8.1K) - Open Source Python IDE. MIT
-- [GitHub](https://github.com/spyder-ide/spyder) (👨💻 240 · 🔀 1.4K · 📥 1.9M · 📦 23K · 📋 16K - 7% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/spyder-ide/spyder) (👨💻 260 · 🔀 1.5K · 📥 4.6M · 📦 28K · 📋 18K - 6% open · ⏱️ 15.05.2024):
```
git clone https://github.com/spyder-ide/spyder
```
-- [PyPi](https://pypi.org/project/spyder) (📥 56K / month):
+- [PyPi](https://pypi.org/project/spyder) (📥 94K / month):
```
pip install spyder
```
-- [Conda](https://anaconda.org/conda-forge/spyder) (📥 1.4M · ⏱️ 14.07.2022):
+- [Conda](https://anaconda.org/conda-forge/spyder) (📥 2M · ⏱️ 24.04.2024):
```
conda install -c conda-forge spyder
```
anaconda (🥈22 · ⭐ 2.2K) - Anaconda 可将功能齐全的 Python 开发 IDE 转换为 Sublime Text 3。❗️GPL-3.0
+elpy (🥈21 · ⭐ 1.9K) - Emacs Python Development Environment. ❗️GPL-3.0
-- [GitHub](https://github.com/DamnWidget/anaconda) (👨💻 89 · 🔀 260 · 📋 780 - 21% open · ⏱️ 28.02.2022):
+- [GitHub](https://github.com/jorgenschaefer/elpy) (👨💻 95 · 🔀 250 · 📦 210 · 📋 1.6K - 22% open · ⏱️ 09.01.2024):
```
- git clone https://github.com/DamnWidget/anaconda
+ git clone https://github.com/jorgenschaefer/elpy
```
-- [PyPi](https://pypi.org/project/anaconda) (📥 12K / month):
+- [PyPi](https://pypi.org/project/elpy) (📥 770 / month):
```
- pip install anaconda
+ pip install elpy
```
-- [Conda](https://anaconda.org/conda-forge/anaconda):
+- [Conda](https://anaconda.org/conda-forge/elpy):
```
- conda install -c conda-forge anaconda
+ conda install -c conda-forge elpy
```
elpy (🥈22 · ⭐ 1.8K) - Emacs Python Development Environment. ❗️GPL-3.0
+anaconda (🥈20 · ⭐ 2.2K · 💀) - Anaconda turns your Sublime Text 3 in a full featured Python.. ❗️GPL-3.0
-- [GitHub](https://github.com/jorgenschaefer/elpy) (👨💻 91 · 🔀 240 · 📦 200 · 📋 1.6K - 22% open · ⏱️ 27.06.2022):
+- [GitHub](https://github.com/DamnWidget/anaconda) (👨💻 89 · 🔀 260 · 📋 790 - 22% open · ⏱️ 28.02.2022):
```
- git clone https://github.com/jorgenschaefer/elpy
+ git clone https://github.com/DamnWidget/anaconda
```
-- [PyPi](https://pypi.org/project/elpy) (📥 760 / month):
+- [PyPi](https://pypi.org/project/anaconda) (📥 11K / month):
```
- pip install elpy
+ pip install anaconda
```
-- [Conda](https://anaconda.org/conda-forge/elpy):
+- [Conda](https://anaconda.org/conda-forge/anaconda):
```
- conda install -c conda-forge elpy
+ conda install -c conda-forge anaconda
```
YouCompleteMe (🥉19 · ⭐ 24K) - 包含 Jedi 补全的 Python 引擎。❗️GPL-3.0
+YouCompleteMe (🥉19 · ⭐ 25K) - Includes [Jedi](https://github.com/davidhalter/jedi)-based.. ❗️GPL-3.0
-- [GitHub](https://github.com/ycm-core/YouCompleteMe) (👨💻 180 · 🔀 2.7K · 📋 3.1K - 0% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/ycm-core/YouCompleteMe) (👨💻 190 · 🔀 2.7K · 📋 3.2K - 0% open · ⏱️ 20.03.2024):
```
git clone https://github.com/Valloric/YouCompleteMe
@@ -3822,9 +3822,9 @@ _ Emacs [elpy](https://github.com/jorgenschaefer/elpy)：Emacs Python 开发环
conda install -c conda-forge YouCompleteMe
```
PTVS (🥉18 · ⭐ 2.4K) - Visual Studio Python 工具。Apache-2
+PTVS (🥉18 · ⭐ 2.5K) - Python Tools for Visual Studio. Apache-2
-- [GitHub](https://github.com/microsoft/PTVS) (👨💻 78 · 🔀 660 · 📥 33K · 📋 4.3K - 2% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/microsoft/PTVS) (👨💻 84 · 🔀 660 · 📥 34K · 📋 4.9K - 1% open · ⏱️ 15.05.2024):
```
git clone https://github.com/Microsoft/PTVS
@@ -3838,41 +3838,41 @@ _ Emacs [elpy](https://github.com/jorgenschaefer/elpy)：Emacs Python 开发环
conda install -c conda-forge PTVS
```
SublimeJEDI (🥉17 · ⭐ 930) - 一个很棒的自动补全库 Jedi 的Sublime Text 插件。MIT
+jedi-vim (🥉17 · ⭐ 5.2K) - Vim bindings for the Jedi auto-completion library for Python. MIT
-- [GitHub](https://github.com/srusskih/SublimeJEDI) (👨💻 49 · 🔀 110 · 📋 220 - 15% open · ⏱️ 15.07.2022):
+- [GitHub](https://github.com/davidhalter/jedi-vim) (👨💻 98 · 🔀 360 · 📦 20 · 📋 780 - 2% open · ⏱️ 30.12.2023):
```
- git clone https://github.com/srusskih/SublimeJEDI
+ git clone https://github.com/davidhalter/jedi-vim
```
-- [PyPi](https://pypi.org/project/SublimeJEDI):
+- [PyPi](https://pypi.org/project/jedi-vim):
```
- pip install SublimeJEDI
+ pip install jedi-vim
```
-- [Conda](https://anaconda.org/conda-forge/SublimeJEDI):
+- [Conda](https://anaconda.org/conda-forge/jedi-vim):
```
- conda install -c conda-forge SublimeJEDI
+ conda install -c conda-forge jedi-vim
```
jedi-vim (🥉15 · ⭐ 5K) - 用于 Python 的 Jedi 自动补全库的 Vim 绑定。MIT
+SublimeJEDI (🥉15 · ⭐ 940 · 💀) - A Sublime Text plugin to the awesome auto-complete library Jedi. MIT
-- [GitHub](https://github.com/davidhalter/jedi-vim) (👨💻 94 · 🔀 370 · 📋 760 - 3% open · ⏱️ 08.04.2022):
+- [GitHub](https://github.com/srusskih/SublimeJEDI) (👨💻 49 · 🔀 110 · 📋 220 - 15% open · ⏱️ 30.08.2022):
```
- git clone https://github.com/davidhalter/jedi-vim
+ git clone https://github.com/srusskih/SublimeJEDI
```
-- [PyPi](https://pypi.org/project/jedi-vim):
+- [PyPi](https://pypi.org/project/SublimeJEDI):
```
- pip install jedi-vim
+ pip install SublimeJEDI
```
-- [Conda](https://anaconda.org/conda-forge/jedi-vim):
+- [Conda](https://anaconda.org/conda-forge/SublimeJEDI):
```
- conda install -c conda-forge jedi-vim
+ conda install -c conda-forge SublimeJEDI
```
python-mode (🥉14 · ⭐ 5.4K · 💤) - 一个将Vim转换为Python IDE的多合一插件。❗️LGPL-3.0
+python-mode (🥉14 · ⭐ 5.4K · 💤) - An all in one plugin for turning Vim into a Python IDE. ❗️LGPL-3.0
-- [GitHub](https://github.com/python-mode/python-mode) (👨💻 130 · 🔀 760 · 📋 900 - 2% open · ⏱️ 28.01.2022):
+- [GitHub](https://github.com/python-mode/python-mode) (👨💻 130 · 🔀 760 · 📋 910 - 3% open · ⏱️ 23.09.2023):
```
git clone https://github.com/python-mode/python-mode
@@ -3888,36 +3888,36 @@ _ Emacs [elpy](https://github.com/jorgenschaefer/elpy)：Emacs Python 开发环
-## 电子邮件
+## Email
-
+
-_用来发送和解析电子邮件的库。_
+_Libraries for sending and parsing email._
-yagmail (🥇27 · ⭐ 2.3K) - yagmail是一个GMAIL / SMTP客户端，旨在使其尽可能简单地发送电子邮件。MIT
+yagmail (🥇27 · ⭐ 2.6K · 💀) - Yet another Gmail/SMTP client. MIT
-- [GitHub](https://github.com/kootenpv/yagmail) (👨💻 30 · 🔀 250 · 📦 2.5K · 📋 210 - 43% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/kootenpv/yagmail) (👨💻 32 · 🔀 260 · 📦 4.1K · 📋 230 - 43% open · ⏱️ 28.09.2022):
```
git clone https://github.com/kootenpv/yagmail
```
-- [PyPi](https://pypi.org/project/yagmail) (📥 210K / month):
+- [PyPi](https://pypi.org/project/yagmail) (📥 160K / month):
```
pip install yagmail
```
-- [Conda](https://anaconda.org/conda-forge/yagmail) (📥 15K · ⏱️ 12.08.2022):
+- [Conda](https://anaconda.org/conda-forge/yagmail) (📥 35K · ⏱️ 16.06.2023):
```
conda install -c conda-forge yagmail
```
flanker (🥈26 · ⭐ 1.5K · 💀) - 一个 email 地址和 Mime 解析库。Apache-2
+flanker (🥈26 · ⭐ 1.6K · 💀) - An email address and Mime parsing library. Apache-2
-- [GitHub](https://github.com/mailgun/flanker) (👨💻 55 · 🔀 180 · 📦 260 · 📋 88 - 59% open · ⏱️ 29.03.2021):
+- [GitHub](https://github.com/mailgun/flanker) (👨💻 57 · 🔀 190 · 📦 510 · 📋 92 - 58% open · ⏱️ 03.03.2023):
```
git clone https://github.com/mailgun/flanker
```
-- [PyPi](https://pypi.org/project/flanker) (📥 53K / month):
+- [PyPi](https://pypi.org/project/flanker) (📥 25K / month):
```
pip install flanker
```
@@ -3926,62 +3926,62 @@ _用来发送和解析电子邮件的库。_
conda install -c conda-forge flanker
```
modoboa (🥈25 · ⭐ 2.2K) - 一个邮件托管和管理平台，具有现代的、简约的 Web UI。ISC
+imbox (🥈26 · ⭐ 1.2K) - Python IMAP for Humans. MIT
-- [GitHub](https://github.com/modoboa/modoboa) (👨💻 100 · 🔀 300 · 📦 35 · 📋 1.6K - 4% open · ⏱️ 22.07.2022):
+- [GitHub](https://github.com/martinrusev/imbox) (👨💻 54 · 🔀 180 · 📦 220 · 📋 130 - 46% open · ⏱️ 16.04.2024):
```
- git clone https://github.com/modoboa/modoboa
+ git clone https://github.com/martinrusev/imbox
```
-- [PyPi](https://pypi.org/project/modoboa) (📥 1.8K / month):
+- [PyPi](https://pypi.org/project/imbox) (📥 11K / month):
```
- pip install modoboa
+ pip install imbox
```
-- [Conda](https://anaconda.org/conda-forge/modoboa):
+- [Conda](https://anaconda.org/conda-forge/imbox):
```
- conda install -c conda-forge modoboa
+ conda install -c conda-forge imbox
```
imbox (🥈25 · ⭐ 1.1K) - Python IMAP 库。MIT
+modoboa (🥉25 · ⭐ 2.9K) - A mail hosting and management platform including a modern Web UI. ISC
-- [GitHub](https://github.com/martinrusev/imbox) (👨💻 50 · 🔀 160 · 📦 150 · 📋 120 - 45% open · ⏱️ 01.07.2022):
+- [GitHub](https://github.com/modoboa/modoboa) (👨💻 120 · 🔀 380 · 📦 42 · 📋 1.8K - 4% open · ⏱️ 10.05.2024):
```
- git clone https://github.com/martinrusev/imbox
+ git clone https://github.com/modoboa/modoboa
```
-- [PyPi](https://pypi.org/project/imbox) (📥 120K / month):
+- [PyPi](https://pypi.org/project/modoboa) (📥 3.5K / month):
```
- pip install imbox
+ pip install modoboa
```
-- [Conda](https://anaconda.org/conda-forge/imbox):
+- [Conda](https://anaconda.org/conda-forge/modoboa):
```
- conda install -c conda-forge imbox
+ conda install -c conda-forge modoboa
```
mailer (🥉19 · ⭐ 240) - 一款高性能可扩展的邮件投递框架。MIT
+mailer (🥉23 · ⭐ 280 · 💤) - High-performance extensible mail delivery framework. MIT
-- [GitHub](https://github.com/marrow/mailer) (👨💻 20 · 🔀 54 · 📥 130 · 📋 72 - 33% open · ⏱️ 15.07.2022):
+- [GitHub](https://github.com/marrow/mailer) (👨💻 20 · 🔀 59 · 📥 160 · 📦 320 · 📋 73 - 26% open · ⏱️ 05.10.2023):
```
git clone https://github.com/marrow/mailer
```
-- [PyPi](https://pypi.org/project/mailer) (📥 37K / month):
+- [PyPi](https://pypi.org/project/mailer) (📥 82K / month):
```
pip install mailer
```
-- [Conda](https://anaconda.org/conda-forge/mailer) (📥 50K · ⏱️ 01.07.2021):
+- [Conda](https://anaconda.org/conda-forge/mailer) (📥 66K · ⏱️ 16.06.2023):
```
conda install -c conda-forge mailer
```
salmon (🥉14 · ⭐ 560) - 一个 Python 邮件服务器。❗Unlicensed
+salmon (🥉14 · ⭐ 630) - A Python Mail Server. ❗Unlicensed
-- [GitHub](https://github.com/moggers87/salmon) (👨💻 15 · 🔀 54 · 📥 70 · 📦 17 · 📋 90 - 18% open · ⏱️ 06.06.2022):
+- [GitHub](https://github.com/moggers87/salmon) (👨💻 15 · 🔀 69 · 📥 120 · 📦 20 · 📋 91 - 19% open · ⏱️ 29.03.2024):
```
git clone https://github.com/moggers87/salmon
```
-- [PyPi](https://pypi.org/project/salmon) (📥 47 / month):
+- [PyPi](https://pypi.org/project/salmon) (📥 140 / month):
```
pip install salmon
```
@@ -3992,242 +3992,242 @@ _用来发送和解析电子邮件的库。_
-## 企业级应用集成
+## Enterprise Application Integrations
-
+
-_企业级环境中用于集成的平台与工具。_
+_Platforms and tools for systems integrations in enterprise environments_
-🔗 Zato - ESB, SOA, REST, APIs 以及云的 Python 整合。
+🔗 Zato - ESB, SOA, REST, APIs and Cloud Integrations in Python.
-## 环境管理
+## Environment Management
-
+
-_管理 Python 版本和环境的工具_
+_Libraries for Python version and virtual environment management._
-pyenv (🥇26 · ⭐ 28K) - 简单的 Python 版本管理工具。MIT
+virtualenv (🥇34 · ⭐ 4.7K) - A tool to create isolated Python environments. MIT
-- [GitHub](https://github.com/pyenv/pyenv) (👨💻 380 · 🔀 2.5K · 📋 1.5K - 2% open · ⏱️ 16.08.2022):
+- [GitHub](https://github.com/pypa/virtualenv) (👨💻 120 · 🔀 970 · 📦 380K · 📋 1.3K - 1% open · ⏱️ 13.05.2024):
```
- git clone https://github.com/pyenv/pyenv
+ git clone https://github.com/pypa/virtualenv
```
-- [PyPi](https://pypi.org/project/pyenv) (📥 7.2K / month):
+- [PyPi](https://pypi.org/project/virtualenv) (📥 130M / month):
```
- pip install pyenv
+ pip install virtualenv
```
-- [Conda](https://anaconda.org/conda-forge/pyenv):
+- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 6.7M · ⏱️ 14.05.2024):
```
- conda install -c conda-forge pyenv
+ conda install -c conda-forge virtualenv
```
virtualenv (🥉25 · ⭐ 4.2K) - 创建独立 Python 环境的工具。MIT
+pyenv (🥉29 · ⭐ 37K) - Simple Python version management. MIT
-- [GitHub](https://github.com/pypa/virtualenv) (👨💻 80 · 🔀 880 · 📋 1.2K - 6% open · ⏱️ 21.08.2022):
+- [GitHub](https://github.com/pyenv/pyenv) (👨💻 440 · 🔀 2.9K · 📦 21 · 📋 1.7K - 2% open · ⏱️ 09.05.2024):
```
- git clone https://github.com/pypa/virtualenv
+ git clone https://github.com/pyenv/pyenv
```
-- [PyPi](https://pypi.org/project/virtualenv) (📥 32M / month):
+- [PyPi](https://pypi.org/project/pyenv) (📥 12K / month):
```
- pip install virtualenv
+ pip install pyenv
```
-- [Conda](https://anaconda.org/conda-forge/virtualenv) (📥 2.4M · ⏱️ 22.08.2022):
+- [Conda](https://anaconda.org/conda-forge/pyenv):
```
- conda install -c conda-forge virtualenv
+ conda install -c conda-forge pyenv
```
-## 文件
+## Files
-
+
-_文件管理和 MIME（多用途的网际邮件扩充协议）类型检测。_
+_Libraries for file manipulation and MIME type detection._
-🔗 mimetypes - （Python 标准库）将文件名映射为 MIME 类型。
+🔗 mimetypes - (Python standard library) Map filenames to MIME types.
-🔗 pathlib - （Python 标准库）将文件名映射为 MIME 类型。
+🔗 pathlib - (Python standard library) An cross-platform, object-oriented path library.
-watchdog (🥇34 · ⭐ 5.4K) - 管理文件系统事件的 API 和 shell 工具。Apache-2
+watchdog (🥇34 · ⭐ 6.3K) - API and shell utilities to monitor file system events. Apache-2
-- [GitHub](https://github.com/gorakhargosh/watchdog) (👨💻 130 · 🔀 630 · 📦 61K · 📋 570 - 27% open · ⏱️ 13.08.2022):
+- [GitHub](https://github.com/gorakhargosh/watchdog) (👨💻 150 · 🔀 670 · 📦 150K · 📋 640 - 28% open · ⏱️ 12.02.2024):
```
git clone https://github.com/gorakhargosh/watchdog
```
-- [PyPi](https://pypi.org/project/watchdog) (📥 7.2M / month):
+- [PyPi](https://pypi.org/project/watchdog) (📥 21M / month):
```
pip install watchdog
```
-- [Conda](https://anaconda.org/conda-forge/watchdog) (📥 1.3M · ⏱️ 10.06.2022):
+- [Conda](https://anaconda.org/conda-forge/watchdog) (📥 2.9M · ⏱️ 07.02.2024):
```
conda install -c conda-forge watchdog
```
python-magic (🥈29 · ⭐ 2.2K) - 文件类型检测的第三方库 libmagic 的 Python 接口。❗Unlicensed
+python-magic (🥈29 · ⭐ 2.6K) - A Python interface to the libmagic file type.. ❗Unlicensed
-- [GitHub](https://github.com/ahupp/python-magic) (👨💻 55 · 🔀 240 · 📦 31K · 📋 180 - 15% open · ⏱️ 20.06.2022):
+- [GitHub](https://github.com/ahupp/python-magic) (👨💻 62 · 🔀 260 · 📦 57K · 📋 200 - 6% open · ⏱️ 15.05.2024):
```
git clone https://github.com/ahupp/python-magic
```
-- [PyPi](https://pypi.org/project/python-magic) (📥 5.9M / month):
+- [PyPi](https://pypi.org/project/python-magic) (📥 8.6M / month):
```
pip install python-magic
```
-- [Conda](https://anaconda.org/conda-forge/python-magic) (📥 160K · ⏱️ 10.06.2022):
+- [Conda](https://anaconda.org/conda-forge/python-magic) (📥 250K · ⏱️ 25.09.2023):
```
conda install -c conda-forge python-magic
```
PyFilesystem2 (🥉19 · ⭐ 1.7K) - Python 的文件系统抽象层。MIT
+path.py (🥉26 · ⭐ 1.1K) - A module wrapper for.. MIT
-- [GitHub](https://github.com/PyFilesystem/pyfilesystem2) (👨💻 46 · 🔀 160 · 📋 340 - 20% open · ⏱️ 19.08.2022):
+- [GitHub](https://github.com/jaraco/path) (👨💻 54 · 🔀 140 · 📦 15K · 📋 140 - 1% open · ⏱️ 24.04.2024):
```
- git clone https://github.com/pyfilesystem/pyfilesystem2
+ git clone https://github.com/jaraco/path.py
```
-- [PyPi](https://pypi.org/project/pyfilesystem2):
+- [PyPi](https://pypi.org/project/path.py) (📥 390K / month):
```
- pip install pyfilesystem2
+ pip install path.py
```
-- [Conda](https://anaconda.org/conda-forge/pyfilesystem2):
+- [Conda](https://anaconda.org/conda-forge/path.py) (📥 620K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge pyfilesystem2
+ conda install -c conda-forge path.py
```
path.py (🥉19 · ⭐ 1K) - A module wrapper for.. MIT
+Unipath (🥉19 · ⭐ 510 · 💀) - An object-oriented approach to file/directory operations. ❗Unlicensed
-- [GitHub](https://github.com/jaraco/path) (👨💻 47 · 🔀 130 · 📋 130 - 0% open · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/mikeorr/Unipath) (👨💻 6 · 🔀 39 · 📦 9.6K · 📋 17 - 35% open · ⏱️ 14.02.2015):
```
- git clone https://github.com/jaraco/path.py
+ git clone https://github.com/mikeorr/Unipath
```
-- [PyPi](https://pypi.org/project/path.py) (📥 260K / month):
+- [PyPi](https://pypi.org/project/Unipath) (📥 55K / month):
```
- pip install path.py
+ pip install Unipath
```
-- [Conda](https://anaconda.org/conda-forge/path.py) (📥 520K · ⏱️ 28.07.2020):
+- [Conda](https://anaconda.org/conda-forge/Unipath):
```
- conda install -c conda-forge path.py
+ conda install -c conda-forge Unipath
```
Unipath (🥉19 · ⭐ 500 · 💀) - 用面向对象的方式操作文件和目录。❗Unlicensed
+PyFilesystem2 (🥉18 · ⭐ 2K · 💀) - Python's filesystem abstraction layer. MIT
-- [GitHub](https://github.com/mikeorr/Unipath) (👨💻 6 · 🔀 38 · 📦 7.9K · 📋 17 - 41% open · ⏱️ 14.02.2015):
+- [GitHub](https://github.com/PyFilesystem/pyfilesystem2) (👨💻 47 · 🔀 170 · 📋 360 - 24% open · ⏱️ 18.10.2022):
```
- git clone https://github.com/mikeorr/Unipath
+ git clone https://github.com/pyfilesystem/pyfilesystem2
```
-- [PyPi](https://pypi.org/project/Unipath) (📥 56K / month):
+- [PyPi](https://pypi.org/project/pyfilesystem2):
```
- pip install Unipath
+ pip install pyfilesystem2
```
-- [Conda](https://anaconda.org/conda-forge/Unipath):
+- [Conda](https://anaconda.org/conda-forge/pyfilesystem2):
```
- conda install -c conda-forge Unipath
+ conda install -c conda-forge pyfilesystem2
```
-## 外来函数接口
+## Foreign Function Interface
-
+
-_使用外来函数接口的库。_
+_Libraries for providing foreign function interface._
-🔗 cffi - 用来调用 C 代码的外来函数接口。
+🔗 cffi - Foreign Function Interface for Python calling C code.
-🔗 ctypes - （Python 标准库）将文件名映射为 MIME 类型。
+🔗 ctypes - (Python standard library) Foreign Function Interface for Python calling C code.
-🔗 PyCUDA - Nvidia CUDA API 的封装。
+🔗 PyCUDA - A Python wrapper for Nvidia's CUDA API.
-🔗 SWIG - 简化的封装和接口生成器。
+🔗 SWIG - Simplified Wrapper and Interface Generator.
-## 表单
+## Forms
-
+
-_进行表单操作的库。_
+_Libraries for working with forms._
-WTForms (🥇33 · ⭐ 1.3K) - 一个灵活的表单验证和呈现库。BSD-3
+WTForms (🥇36 · ⭐ 1.5K) - A flexible forms validation and rendering library. BSD-3
-- [GitHub](https://github.com/wtforms/wtforms) (👨💻 140 · 🔀 360 · 📦 140K · 📋 400 - 12% open · ⏱️ 17.07.2022):
+- [GitHub](https://github.com/wtforms/wtforms) (👨💻 160 · 🔀 390 · 📦 210K · 📋 450 - 12% open · ⏱️ 04.05.2024):
```
git clone https://github.com/wtforms/wtforms
```
-- [PyPi](https://pypi.org/project/wtforms) (📥 3.1M / month):
+- [PyPi](https://pypi.org/project/wtforms) (📥 6.2M / month):
```
pip install wtforms
```
-- [Conda](https://anaconda.org/conda-forge/wtforms) (📥 110K · ⏱️ 24.12.2021):
+- [Conda](https://anaconda.org/conda-forge/wtforms) (📥 220K · ⏱️ 21.02.2024):
```
conda install -c conda-forge wtforms
```
django-crispy-forms (🥈31 · ⭐ 4.5K) - 一个 Django 应用，他可以让你以一种非常优雅且 DRY（Don't repeat yourself） 的方式来创建美观的表单。MIT
+django-crispy-forms (🥈30 · ⭐ 4.9K) - A Django app which lets you create beautiful forms in a.. MIT
-- [GitHub](https://github.com/django-crispy-forms/django-crispy-forms) (👨💻 220 · 🔀 680 · 📦 97K · 📋 650 - 8% open · ⏱️ 15.07.2022):
+- [GitHub](https://github.com/django-crispy-forms/django-crispy-forms) (👨💻 230 · 🔀 700 · 📦 140K · 📋 690 - 7% open · ⏱️ 13.04.2024):
```
git clone https://github.com/django-crispy-forms/django-crispy-forms
```
-- [PyPi](https://pypi.org/project/django-crispy-forms) (📥 680K / month):
+- [PyPi](https://pypi.org/project/django-crispy-forms) (📥 1.4M / month):
```
pip install django-crispy-forms
```
-- [Conda](https://anaconda.org/conda-forge/django-crispy-forms) (📥 54K · ⏱️ 25.01.2022):
+- [Conda](https://anaconda.org/conda-forge/django-crispy-forms) (📥 95K · ⏱️ 15.10.2023):
```
conda install -c conda-forge django-crispy-forms
```
django-bootstrap3 (🥈27 · ⭐ 2.3K) - 集成了 Bootstrap 3 的 Django。BSD-3
+django-bootstrap4 (🥈28 · ⭐ 1K) - Bootstrap 4 integration with Django. BSD-3
-- [GitHub](https://github.com/zostera/django-bootstrap3) (👨💻 98 · 🔀 680 · 📦 17K · 📋 290 - 2% open · ⏱️ 22.08.2022):
+- [GitHub](https://github.com/zostera/django-bootstrap4) (👨💻 140 · 🔀 220 · 📦 160K · 📋 160 - 10% open · ⏱️ 25.04.2024):
```
- git clone https://github.com/dyve/django-bootstrap3
+ git clone https://github.com/zostera/django-bootstrap4
```
-- [PyPi](https://pypi.org/project/django-bootstrap3) (📥 85K / month):
+- [PyPi](https://pypi.org/project/django-bootstrap4) (📥 190K / month):
```
- pip install django-bootstrap3
+ pip install django-bootstrap4
```
-- [Conda](https://anaconda.org/conda-forge/django-bootstrap3) (📥 23K · ⏱️ 04.08.2019):
+- [Conda](https://anaconda.org/conda-forge/django-bootstrap4) (📥 27K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge django-bootstrap3
+ conda install -c conda-forge django-bootstrap4
```
django-bootstrap4 (🥈27 · ⭐ 960) - 集成了 Bootstrap 4 的 Django。BSD-3
+django-bootstrap3 (🥉27 · ⭐ 2.3K) - Bootstrap 3 integration with Django. BSD-3
-- [GitHub](https://github.com/zostera/django-bootstrap4) (👨💻 140 · 🔀 210 · 📦 67K · 📋 160 - 13% open · ⏱️ 22.08.2022):
+- [GitHub](https://github.com/zostera/django-bootstrap3) (👨💻 99 · 🔀 670 · 📦 19K · ⏱️ 25.04.2024):
```
- git clone https://github.com/zostera/django-bootstrap4
+ git clone https://github.com/dyve/django-bootstrap3
```
-- [PyPi](https://pypi.org/project/django-bootstrap4) (📥 140K / month):
+- [PyPi](https://pypi.org/project/django-bootstrap3) (📥 140K / month):
```
- pip install django-bootstrap4
+ pip install django-bootstrap3
```
-- [Conda](https://anaconda.org/conda-forge/django-bootstrap4) (📥 19K · ⏱️ 20.10.2021):
+- [Conda](https://anaconda.org/conda-forge/django-bootstrap3) (📥 29K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge django-bootstrap4
+ conda install -c conda-forge django-bootstrap3
```
Deform (🥉20 · ⭐ 380) - Python HTML 表单生成库，受到了 formish 表单生成库的启发。❗Unlicensed
+Deform (🥉20 · ⭐ 410) - Python HTML form generation library influenced by the formish form.. ❗Unlicensed
-- [GitHub](https://github.com/Pylons/deform) (👨💻 100 · 🔀 160 · 📦 730 · 📋 180 - 25% open · ⏱️ 15.07.2022):
+- [GitHub](https://github.com/Pylons/deform) (👨💻 100 · 🔀 160 · 📦 810 · 📋 180 - 25% open · ⏱️ 15.11.2023):
```
git clone https://github.com/Pylons/deform
```
-- [PyPi](https://pypi.org/project/deform) (📥 6.8K / month):
+- [PyPi](https://pypi.org/project/deform) (📥 9.3K / month):
```
pip install deform
```
@@ -4236,14 +4236,14 @@ _进行表单操作的库。_
conda install -c conda-forge deform
```
django-remote-forms (🥉14 · ⭐ 220 · 💀) - 一个平台独立的 Django 表单序列化工具。MIT
+django-remote-forms (🥉16 · ⭐ 220 · 💀) - A platform independent Django form serializer. MIT
-- [GitHub](https://github.com/WiserTogether/django-remote-forms) (👨💻 9 · 🔀 85 · 📦 19 · 📋 16 - 75% open · ⏱️ 12.07.2017):
+- [GitHub](https://github.com/WiserTogether/django-remote-forms) (👨💻 9 · 🔀 86 · 📦 23 · 📋 16 - 75% open · ⏱️ 12.07.2017):
```
git clone https://github.com/WiserTogether/django-remote-forms
```
-- [PyPi](https://pypi.org/project/django-remote-forms) (📥 120 / month):
+- [PyPi](https://pypi.org/project/django-remote-forms) (📥 160 / month):
```
pip install django-remote-forms
```
@@ -4254,95 +4254,95 @@ _进行表单操作的库。_
-## 函数式编程
+## Functional Programming
-
+
-_使用 Python 进行函数式编程。_
+_Functional Programming with Python._
-Toolz (🥇32 · ⭐ 4K) - 一组用于迭代器，函数和字典的函数式编程工具。❗Unlicensed
+more-itertools (🥇36 · ⭐ 3.4K) - More routines for operating on iterables, beyond `itertools`. MIT
-- [GitHub](https://github.com/pytoolz/toolz) (👨💻 72 · 🔀 230 · 📦 66K · 📋 210 - 34% open · ⏱️ 18.08.2022):
+- [GitHub](https://github.com/more-itertools/more-itertools) (👨💻 120 · 🔀 260 · 📥 3K · 📦 220K · 📋 300 - 6% open · ⏱️ 13.04.2024):
```
- git clone https://github.com/pytoolz/toolz
+ git clone https://github.com/erikrose/more-itertools
```
-- [PyPi](https://pypi.org/project/toolz) (📥 15M / month):
+- [PyPi](https://pypi.org/project/more-itertools) (📥 79M / month):
```
- pip install toolz
+ pip install more-itertools
```
-- [Conda](https://anaconda.org/conda-forge/toolz) (📥 8.3M · ⏱️ 10.07.2022):
+- [Conda](https://anaconda.org/conda-forge/more-itertools) (📥 15M · ⏱️ 08.01.2024):
```
- conda install -c conda-forge toolz
+ conda install -c conda-forge more-itertools
```
funcy (🥈28 · ⭐ 2.9K) - 炫酷又实用的函数式工具。BSD-3
+Toolz (🥈34 · ⭐ 4.5K) - A collection of functional utilities for iterators, functions, and.. ❗Unlicensed
-- [GitHub](https://github.com/Suor/funcy) (👨💻 31 · 🔀 130 · 📦 5.6K · 📋 70 - 7% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/pytoolz/toolz) (👨💻 77 · 🔀 240 · 📦 150K · 📋 220 - 36% open · ⏱️ 24.01.2024):
```
- git clone https://github.com/Suor/funcy
+ git clone https://github.com/pytoolz/toolz
```
-- [PyPi](https://pypi.org/project/funcy) (📥 1.1M / month):
+- [PyPi](https://pypi.org/project/toolz) (📥 35M / month):
```
- pip install funcy
+ pip install toolz
```
-- [Conda](https://anaconda.org/conda-forge/funcy) (📥 230K · ⏱️ 21.12.2021):
+- [Conda](https://anaconda.org/conda-forge/toolz) (📥 20M · ⏱️ 24.01.2024):
```
- conda install -c conda-forge funcy
+ conda install -c conda-forge toolz
```
more-itertools (🥈27 · ⭐ 2.7K · 📉) - 比 `itertools` 拥有更多的可迭代对象的操作方式。MIT
+funcy (🥈28 · ⭐ 3.3K) - A fancy and practical functional tools. BSD-3
-- [GitHub](https://github.com/more-itertools/more-itertools) (👨💻 89 · 🔀 200 · 📥 2.5K · 📋 220 - 6% open · ⏱️ 10.08.2022):
+- [GitHub](https://github.com/Suor/funcy) (👨💻 33 · 🔀 140 · 📦 11K · 📋 80 - 10% open · ⏱️ 01.05.2024):
```
- git clone https://github.com/erikrose/more-itertools
+ git clone https://github.com/Suor/funcy
```
-- [PyPi](https://pypi.org/project/more-itertools) (📥 16M / month):
+- [PyPi](https://pypi.org/project/funcy) (📥 1.5M / month):
```
- pip install more-itertools
+ pip install funcy
```
-- [Conda](https://anaconda.org/conda-forge/more-itertools) (📥 9.5M · ⏱️ 09.08.2022):
+- [Conda](https://anaconda.org/conda-forge/funcy) (📥 430K · ⏱️ 16.06.2023):
```
- conda install -c conda-forge more-itertools
+ conda install -c conda-forge funcy
```
returns (🥈27 · ⭐ 2.4K) - 一个类型安全的单元、转换器与合成工具集合。BSD-2
+returns (🥉27 · ⭐ 3.3K) - A set of type-safe monads, transformers, and composition utilities. BSD-2
-- [GitHub](https://github.com/dry-python/returns) (👨💻 39 · 🔀 87 · 📦 200 · 📋 390 - 14% open · ⏱️ 22.08.2022):
+- [GitHub](https://github.com/dry-python/returns) (👨💻 49 · 🔀 100 · 📦 550 · 📋 410 - 14% open · ⏱️ 15.05.2024):
```
git clone https://github.com/dry-python/returns
```
-- [PyPi](https://pypi.org/project/returns) (📥 50K / month):
+- [PyPi](https://pypi.org/project/returns) (📥 160K / month):
```
pip install returns
```
-- [Conda](https://anaconda.org/conda-forge/returns) (📥 2.5K · ⏱️ 13.03.2022):
+- [Conda](https://anaconda.org/conda-forge/returns) (📥 9.2K · ⏱️ 28.08.2023):
```
conda install -c conda-forge returns
```
Coconut (🥉21 · ⭐ 3.5K · 💤) - 为了简单、优雅、更 Pythonic 的函数式编程而构建的 Python 变体。Apache-2
+Coconut (🥉22 · ⭐ 4K) - A variant of Python built for simple, elegant, Pythonic functional.. Apache-2
-- [GitHub](https://github.com/evhub/coconut) (👨💻 30 · 🔀 100 · 📋 570 - 12% open · ⏱️ 07.11.2021):
+- [GitHub](https://github.com/evhub/coconut) (👨💻 34 · 🔀 120 · 📋 720 - 9% open · ⏱️ 02.03.2024):
```
git clone https://github.com/evhub/coconut
```
-- [PyPi](https://pypi.org/project/coconut) (📥 860 / month):
+- [PyPi](https://pypi.org/project/coconut) (📥 2.8K / month):
```
pip install coconut
```
-- [Conda](https://anaconda.org/conda-forge/coconut) (📥 140K · ⏱️ 26.04.2022):
+- [Conda](https://anaconda.org/conda-forge/coconut) (📥 220K · ⏱️ 02.03.2024):
```
conda install -c conda-forge coconut
```
CyToolz (🥉21 · ⭐ 870) - Toolz 的 Cython 实现：高性能函数式工具。❗Unlicensed
+CyToolz (🥉21 · ⭐ 970) - Cython implementation of `Toolz`: High performance functional.. ❗Unlicensed
-- [GitHub](https://github.com/pytoolz/cytoolz) (🔀 67 · 📦 41K · 📋 73 - 32% open · ⏱️ 01.08.2022):
+- [GitHub](https://github.com/pytoolz/cytoolz) (🔀 68 · 📦 59K · 📋 82 - 31% open · ⏱️ 24.01.2024):
```
git clone https://github.com/pytoolz/cytoolz/
@@ -4352,14 +4352,14 @@ _使用 Python 进行函数式编程。_
conda install -c conda-forge
```
fn.py (🥉18 · ⭐ 3.2K · 💀) - 在 Python 中进行函数式编程：实现了一些享受函数式编程缺失的功能。❗Unlicensed
+fn.py (🥉19 · ⭐ 3.3K · 💀) - Functional programming in Python: implementation of missing.. ❗Unlicensed
-- [GitHub](https://github.com/kachayev/fn.py) (👨💻 18 · 🔀 180 · 📦 430 · 📋 48 - 47% open · ⏱️ 13.10.2014):
+- [GitHub](https://github.com/kachayev/fn.py) (👨💻 18 · 🔀 190 · 📦 490 · 📋 50 - 48% open · ⏱️ 13.10.2014):
```
git clone https://github.com/kachayev/fn.py
```
-- [PyPi](https://pypi.org/project/fn.py) (📥 390 / month):
+- [PyPi](https://pypi.org/project/fn.py) (📥 1.6K / month):
```
pip install fn.py
```
@@ -4370,66 +4370,66 @@ _使用 Python 进行函数式编程。_
-## 图形用户界面
+## GUI Development
-
+
-_用来创建图形用户界面程序的库。_
+_Libraries for working with graphical user interface applications._
-🔗 curses - 内建的 ncurses 封装，用来创建终端图形用户界面。
+🔗 curses - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal..
-🔗 kivy - 一个用来创建自然用户交互（NUI）应用程序的库，可以运行在 Windows, Linux, Mac OS X, Android 以及 iOS 平台上。
+🔗 kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
-🔗 PyGObject - GLib/GObject/GIO/GTK+ (GTK+3) 的 Python 绑定。
+🔗 PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
-🔗 PyQt - 跨平台用户界面框架 Qt 的 Python 绑定 ，支持 Qt v4 和 Qt v5。
+🔗 PyQt - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework.
-🔗 Tkinter - Tkinter 是 Python GUI 的一个事实标准库。
+🔗 Tkinter - Tkinter is Python's de-facto standard GUI package.
-🔗 urwid - 一个用来创建终端 GUI 应用的库，支持组件，事件和丰富的色彩等。
+🔗 urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich..
-🔗 wxPython - wxPython 是 wxWidgets C++ 类库和 Python 语言混合的产物。
+🔗 wxPython - A blending of the wxWidgets C++ class library with the Python.
-pyglet (🥇32 · ⭐ 1.2K) - 一个 Python 的跨平台窗口及多媒体库。BSD-3
+pyglet (🥇34 · ⭐ 1.8K) - A cross-platform windowing and multimedia library for Python. BSD-3
-- [GitHub](https://github.com/pyglet/pyglet) (👨💻 140 · 🔀 230 · 📦 18K · 📋 370 - 17% open · ⏱️ 17.08.2022):
+- [GitHub](https://github.com/pyglet/pyglet) (👨💻 160 · 🔀 290 · 📦 26K · 📋 580 - 16% open · ⏱️ 16.05.2024):
```
git clone https://github.com/pyglet/pyglet
```
-- [PyPi](https://pypi.org/project/pyglet) (📥 180K / month):
+- [PyPi](https://pypi.org/project/pyglet) (📥 440K / month):
```
pip install pyglet
```
-- [Conda](https://anaconda.org/conda-forge/pyglet) (📥 410K · ⏱️ 22.08.2022):
+- [Conda](https://anaconda.org/conda-forge/pyglet) (📥 610K · ⏱️ 23.09.2023):
```
conda install -c conda-forge pyglet
```
PySimpleGUI (🥈31 · ⭐ 10K) - tkinter，Qt，WxPython 和 Remi 的封装。❗️LGPL-3.0
+PySimpleGUI (🥈27 · ⭐ 13K) - Wrapper for tkinter, Qt, WxPython and Remi. ❗Unlicensed
-- [GitHub](https://github.com/PySimpleGUI/PySimpleGUI) (👨💻 18 · 🔀 1.6K · 📦 5.8K · 📋 2.9K - 22% open · ⏱️ 25.08.2022):
+- [GitHub](https://github.com/PySimpleGUI/PySimpleGUI) (👨💻 3 · 🔀 1.8K · 📦 12K · 📋 3.6K - 20% open · ⏱️ 16.05.2024):
```
git clone https://github.com/PySimpleGUI/PySimpleGUI
```
-- [PyPi](https://pypi.org/project/PySimpleGUI) (📥 130K / month):
+- [PyPi](https://pypi.org/project/PySimpleGUI) (📥 790K / month):
```
pip install PySimpleGUI
```
-- [Conda](https://anaconda.org/conda-forge/PySimpleGUI) (📥 68K · ⏱️ 28.07.2022):
+- [Conda](https://anaconda.org/conda-forge/PySimpleGUI) (📥 150K · ⏱️ 16.06.2023):
```
conda install -c conda-forge PySimpleGUI
```
Eel (🥈28 · ⭐ 5.1K · 💤) - 用于制作简单离线 HTML/JS GUI 应用的库。MIT
+Eel (🥈27 · ⭐ 6.2K · 💀) - A library for making simple Electron-like offline HTML/JS GUI apps. MIT
-- [GitHub](https://github.com/ChrisKnott/Eel) (👨💻 38 · 🔀 510 · 📦 3.9K · 📋 460 - 30% open · ⏱️ 19.10.2021):
+- [GitHub](https://github.com/python-eel/Eel) (👨💻 46 · 🔀 560 · 📦 7.4K · 📋 530 - 35% open · ⏱️ 04.03.2023):
```
git clone https://github.com/ChrisKnott/Eel
```
-- [PyPi](https://pypi.org/project/Eel) (📥 52K / month):
+- [PyPi](https://pypi.org/project/Eel) (📥 71K / month):
```
pip install Eel
```
@@ -4438,70 +4438,70 @@ _用来创建图形用户界面程序的库。_
conda install -c conda-forge Eel
```
Gooey (🥈25 · ⭐ 17K) - 一条命令，将命令行程序变成一个 GUI 程序。MIT
+Gooey (🥈25 · ⭐ 20K · 💀) - Turn command line programs into a full GUI application with one line. MIT
-- [GitHub](https://github.com/chriskiehl/Gooey) (👨💻 100 · 🔀 870 · 📥 280 · 📦 590 · 📋 550 - 19% open · ⏱️ 08.05.2022):
+- [GitHub](https://github.com/chriskiehl/Gooey) (👨💻 100 · 🔀 990 · 📥 630 · 📦 920 · 📋 600 - 22% open · ⏱️ 08.05.2022):
```
git clone https://github.com/chriskiehl/Gooey
```
-- [PyPi](https://pypi.org/project/Gooey) (📥 4.1K / month):
+- [PyPi](https://pypi.org/project/Gooey) (📥 6.7K / month):
```
pip install Gooey
```
-- [Conda](https://anaconda.org/conda-forge/Gooey) (📥 51K · ⏱️ 29.12.2021):
+- [Conda](https://anaconda.org/conda-forge/Gooey) (📥 77K · ⏱️ 16.06.2023):
```
conda install -c conda-forge Gooey
```
Flexx (🥉24 · ⭐ 3K) - Flexx 是一个纯 Python 语言编写的用来创建 GUI 程序的工具集，它使用 web 技术进行界面的展示。BSD-2
+DearPyGui (🥈25 · ⭐ 12K) - A Simple GPU accelerated Python GUI framework. MIT
-- [GitHub](https://github.com/flexxui/flexx) (👨💻 37 · 🔀 250 · 📦 110 · 📋 440 - 19% open · ⏱️ 22.07.2022):
+- [GitHub](https://github.com/hoffstadt/DearPyGui) (🔀 640 · 📦 2.9K · 📋 1.3K - 21% open · ⏱️ 13.04.2024):
```
- git clone https://github.com/zoofIO/flexx
- ```
-- [PyPi](https://pypi.org/project/flexx) (📥 700 / month):
- ```
- pip install flexx
+ git clone https://github.com/RaylockLLC/DearPyGui/
```
-- [Conda](https://anaconda.org/conda-forge/flexx) (📥 90K · ⏱️ 12.04.2022):
+- [Conda](https://anaconda.org/conda-forge/):
```
- conda install -c conda-forge flexx
+ conda install -c conda-forge
```
DearPyGui (🥉23 · ⭐ 8.5K) - 一个简单的可使用 GPU 加速的 Python GUI 框架。MIT
+pywebview (🥉23 · ⭐ 4.4K) - A lightweight cross-platform native wrapper around a webview.. BSD-3
-- [GitHub](https://github.com/hoffstadt/DearPyGui) (🔀 440 · 📦 490 · 📋 1K - 21% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/r0x0r/pywebview) (🔀 510 · 📦 1.9K · 📋 940 - 2% open · ⏱️ 14.05.2024):
```
- git clone https://github.com/RaylockLLC/DearPyGui/
+ git clone https://github.com/r0x0r/pywebview/
```
- [Conda](https://anaconda.org/conda-forge/):
```
conda install -c conda-forge
```
pywebview (🥉23 · ⭐ 3.1K) - 围绕网页视图组件的轻量级跨平台的原生包装。BSD-3
+Flexx (🥉23 · ⭐ 3.2K) - Flexx is a pure Python toolkit for creating GUI's, that uses web.. BSD-2
-- [GitHub](https://github.com/r0x0r/pywebview) (🔀 400 · 📦 730 · 📋 650 - 3% open · ⏱️ 24.08.2022):
+- [GitHub](https://github.com/flexxui/flexx) (👨💻 37 · 🔀 260 · 📦 140 · 📋 460 - 20% open · ⏱️ 06.01.2024):
```
- git clone https://github.com/r0x0r/pywebview/
+ git clone https://github.com/zoofIO/flexx
```
-- [Conda](https://anaconda.org/conda-forge/):
+- [PyPi](https://pypi.org/project/flexx) (📥 950 / month):
```
- conda install -c conda-forge
+ pip install flexx
+ ```
+- [Conda](https://anaconda.org/conda-forge/flexx) (📥 110K · ⏱️ 16.06.2023):
+ ```
+ conda install -c conda-forge flexx
```
Toga (🥉18 · ⭐ 3.2K) - 一个 Python 原生的, 操作系统原生的 GUI 工具包。BSD-3
+Toga (🥉22 · ⭐ 4.1K) - A Python native, OS native GUI toolkit. BSD-3
-- [GitHub](https://github.com/beeware/toga) (👨💻 210 · 🔀 540 · 📋 560 - 17% open · ⏱️ 26.08.2022):
+- [GitHub](https://github.com/beeware/toga) (👨💻 260 · 🔀 640 · 📥 3.4K · 📦 3 · 📋 870 - 18% open · ⏱️ 12.05.2024):
```
git clone https://github.com/pybee/toga
```
-- [PyPi](https://pypi.org/project/toga) (📥 1.5K / month):
+- [PyPi](https://pypi.org/project/toga) (📥 6.3K / month):
```
pip install toga
```
@@ -4510,18 +4510,18 @@ _用来创建图形用户界面程序的库。_
conda install -c conda-forge toga
```
enaml (🥉17 · ⭐ 1.2K) - 使用类似 QML 的 Declaratic 语法来创建美观的用户界面。❗Unlicensed
+enaml (🥉20 · ⭐ 1.5K) - Creating beautiful user-interfaces with Declarative Syntax like QML. ❗Unlicensed
-- [GitHub](https://github.com/nucleic/enaml) (👨💻 36 · 🔀 110 · 📥 150 · 📋 220 - 15% open · ⏱️ 19.08.2022):
+- [GitHub](https://github.com/nucleic/enaml) (👨💻 39 · 🔀 120 · 📥 780 · 📦 230 · 📋 240 - 18% open · ⏱️ 24.04.2024):
```
git clone https://github.com/nucleic/enaml
```
-- [PyPi](https://pypi.org/project/enaml) (📥 2.4K / month):
+- [PyPi](https://pypi.org/project/enaml) (📥 3.4K / month):
```
pip install enaml
```
-- [Conda](https://anaconda.org/conda-forge/enaml) (📥 120K · ⏱️ 20.08.2022):
+- [Conda](https://anaconda.org/conda-forge/enaml) (📥 170K · ⏱️ 15.05.2024):
```
conda install -c conda-forge enaml
```
@@ -4530,15 +4530,15 @@ _用来创建图形用户界面程序的库。_
## GraphQL
-
+
-_GraphQL 相关库。_
+_Libraries for working with GraphQL._
-🔗 tartiflette - 支持 Python 3.6+ 和 asyncio 的 SDL 优先的 GraphQL 引擎实现。
+🔗 tartiflette - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio.
-graphene (🥇25 · ⭐ 7.4K) - Python GraphQL 框架。MIT
+graphene (🥇25 · ⭐ 8K) - GraphQL framework for Python. MIT
-- [GitHub](https://github.com/graphql-python/graphene) (🔀 760 · 📦 14K · 📋 950 - 11% open · ⏱️ 20.08.2022):
+- [GitHub](https://github.com/graphql-python/graphene) (🔀 800 · 📦 21K · 📋 990 - 11% open · ⏱️ 16.05.2024):
```
git clone https://github.com/graphql-python/graphene/
@@ -4548,9 +4548,9 @@ _GraphQL 相关库。_
conda install -c conda-forge
```
tartiflette-aiohttp (🥉16 · ⭐ 59 · 💤) - Tartiflette 的基于 aiohttp 的装饰器，用于通过 HTTP 公开 GraphQL API。MIT
+tartiflette-aiohttp (🥉15 · ⭐ 60 · 💀) - An `aiohttp`-based wrapper for Tartiflette to expose.. MIT
-- [GitHub](https://github.com/tartiflette/tartiflette-aiohttp) (🔀 7 · 📦 44 · 📋 18 - 16% open · ⏱️ 15.11.2021):
+- [GitHub](https://github.com/tartiflette/tartiflette-aiohttp) (🔀 10 · 📦 53 · 📋 19 - 21% open · ⏱️ 07.09.2022):
```
git clone https://github.com/tartiflette/tartiflette-aiohttp/
@@ -4560,9 +4560,9 @@ _GraphQL 相关库。_
conda install -c conda-forge
```
tartiflette-asgi (🥉15 · ⭐ 100) - Tartiflette GraphQL 引擎的 ASGI 支持。MIT
+tartiflette-asgi (🥉13 · ⭐ 99 · 💀) - ASGI support for the Tartiflette GraphQL engine. MIT
-- [GitHub](https://github.com/tartiflette/tartiflette-asgi) (🔀 15 · 📦 10 · 📋 49 - 12% open · ⏱️ 20.05.2022):
+- [GitHub](https://github.com/tartiflette/tartiflette-asgi) (🔀 16 · 📦 20 · 📋 49 - 12% open · ⏱️ 20.05.2022):
```
git clone https://github.com/tartiflette/tartiflette-asgi/
@@ -4574,75 +4574,75 @@ _GraphQL 相关库。_
-## 游戏开发
+## Game Development
-
+
-_超赞的游戏开发库。_
+_Awesome game development libraries._
-🔗 Arcade - 一个现代 Python 框架，用于制作具有引人入胜的图形与声音的游戏。
+🔗 Arcade - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
-🔗 Cocos2d - cocos2d 是一个用来开发 2D 游戏， 示例和其他图形/交互应用的框架。基于 pyglet。
+🔗 Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive..
-🔗 Harfang3D - 支持3D，VR 与游戏开发的 Python 框架。
+🔗 Harfang3D - Python framework for 3D, VR and game development.
-🔗 Panda3D - 由迪士尼开发的 3D 游戏引擎，并由卡内基梅陇娱乐技术中心负责维护。使用 C++ 编写, 针对 Python 进行了完全的封装。
+🔗 Panda3D - 3D game engine developed by Disney.
-🔗 Pygame - Pygame 是一组 Python 模块，用来编写游戏。
+🔗 Pygame - Pygame is a set of Python modules designed for writing games.
-🔗 PyOgre - Ogre 3D 渲染引擎的 Python 绑定，可以用来开发游戏和仿真程序等任何 3D 应用。
+🔗 PyOgre - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
-🔗 PyOpenGL - OpenGL 的 Python 绑定及其相关 APIs。
+🔗 PyOpenGL - Python ctypes bindings for OpenGL and it's related APIs.
-🔗 PySDL2 - SDL2 库的封装，基于 ctypes。
+🔗 PySDL2 - A ctypes based wrapper for the SDL2 library.
🔗 RenPy - A Visual Novel engine.
-## 地理位置
+## Geolocation
-
+
-_地理编码地址以及用来处理经纬度的库。_
+_Libraries for geocoding addresses and working with latitudes and longitudes._
-🔗 GeoDjango - 世界级地理图形 web 框架。
+🔗 GeoDjango - A world-class geographic web framework.
-geopy (🥇32 · ⭐ 3.7K) - Python 地址编码工具箱。MIT
+geopy (🥇26 · ⭐ 4.3K · 📉) - Python Geocoding Toolbox. MIT
-- [GitHub](https://github.com/geopy/geopy) (👨💻 130 · 🔀 580 · 📦 41K · 📋 260 - 7% open · ⏱️ 07.08.2022):
+- [GitHub](https://github.com/geopy/geopy) (👨💻 130 · 🔀 610 · 📥 42 · 📋 280 - 9% open · ⏱️ 23.11.2023):
```
git clone https://github.com/geopy/geopy
```
-- [PyPi](https://pypi.org/project/geopy) (📥 5M / month):
+- [PyPi](https://pypi.org/project/geopy) (📥 5.2M / month):
```
pip install geopy
```
-- [Conda](https://anaconda.org/conda-forge/geopy) (📥 780K · ⏱️ 12.07.2021):
+- [Conda](https://anaconda.org/conda-forge/geopy) (📥 1.3M · ⏱️ 28.02.2024):
```
conda install -c conda-forge geopy
```
django-countries (🥈22 · ⭐ 1.2K) - 一个 Django 应用程序，提供用于表格的国家选择功能，国旗图标静态文件以及模型中的国家字段。MIT
+django-countries (🥈21 · ⭐ 1.4K) - A Django app that provides a country field for models and.. MIT
-- [GitHub](https://github.com/SmileyChris/django-countries) (👨💻 48 · 🔀 240 · 📋 250 - 4% open · ⏱️ 12.08.2022):
+- [GitHub](https://github.com/SmileyChris/django-countries) (👨💻 56 · 🔀 280 · 📋 290 - 6% open · ⏱️ 02.05.2024):
```
git clone https://github.com/SmileyChris/django-countries
```
-- [PyPi](https://pypi.org/project/django-countries) (📥 420K / month):
+- [PyPi](https://pypi.org/project/django-countries) (📥 830K / month):
```
pip install django-countries
```
-- [Conda](https://anaconda.org/conda-forge/django-countries) (📥 1.5K · ⏱️ 28.02.2022):
+- [Conda](https://anaconda.org/conda-forge/django-countries) (📥 4.9K · ⏱️ 02.04.2024):
```
conda install -c conda-forge django-countries
```
geojson (🥉20 · ⭐ 740) - GeoJSON 的 Python 绑定及工具。BSD-3
+geojson (🥉19 · ⭐ 880) - Python bindings and utilities for GeoJSON. BSD-3
-- [GitHub](https://github.com/jazzband/geojson) (👨💻 48 · 🔀 93 · 📦 10K · 📋 85 - 25% open · ⏱️ 07.05.2022):
+- [GitHub](https://github.com/jazzband/geojson) (👨💻 56 · 🔀 120 · 📦 17K · 📋 98 - 24% open · ⏱️ 25.03.2024):
```
git clone https://github.com/frewsxcv/python-geojson
@@ -4656,9 +4656,9 @@ _地理编码地址以及用来处理经纬度的库。_
conda install -c conda-forge python-geojson
```
GeoIP (🥉16 · ⭐ 230 · 💀) - MaxMind GeoIP Legacy 数据库的 Python API。❗️LGPL-2.1
+GeoIP (🥉16 · ⭐ 230 · 💀) - Python API for MaxMind GeoIP Legacy Database. ❗️LGPL-2.1
-- [GitHub](https://github.com/maxmind/geoip-api-python) (👨💻 12 · 🔀 52 · 📦 1.1K · ⏱️ 11.02.2021):
+- [GitHub](https://github.com/maxmind/geoip-api-python) (👨💻 12 · 🔀 51 · 📦 1.6K · ⏱️ 11.02.2021):
```
git clone https://github.com/maxmind/geoip-api-python
@@ -4674,105 +4674,105 @@ _地理编码地址以及用来处理经纬度的库。_
-## HTML 处理
+## HTML Manipulation
-
+
-_处理 HTML 和 XML 的库。_
+_Libraries for working with HTML and XML._
-🔗 BeautifulSoup - 以 Python 风格的方式来对 HTML 或 XML 进行迭代，搜索和修改。
+🔗 BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
🔗 cssutils - A CSS library for Python.
-🔗 lxml - 一个非常快速，简单易用，功能齐全的库，用来处理 HTML 和 XML。
+🔗 lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.
-🔗 WeasyPrint - 用于HTML和CSS的可视化呈现引擎，并可以导出为PDF。
+🔗 WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.
🔗 xmldataset - Simple XML Parsing.
-MarkupSafe (🥇32 · ⭐ 490) - 为 Python 实现 XML/HTML/XHTML 标记安全字符串。BSD-3
+MarkupSafe (🥇33 · ⭐ 600) - Implements a XML/HTML/XHTML Markup safe string for Python. BSD-3
-- [GitHub](https://github.com/pallets/markupsafe) (👨💻 39 · 🔀 110 · 📦 930K · ⏱️ 01.08.2022):
+- [GitHub](https://github.com/pallets/markupsafe) (👨💻 44 · 🔀 140 · 📥 4.5K · 📦 1.6M · ⏱️ 11.05.2024):
```
git clone https://github.com/pallets/markupsafe
```
-- [PyPi](https://pypi.org/project/markupsafe) (📥 110M / month):
+- [PyPi](https://pypi.org/project/markupsafe) (📥 170M / month):
```
pip install markupsafe
```
-- [Conda](https://anaconda.org/conda-forge/markupsafe) (📥 21M · ⏱️ 08.06.2022):
+- [Conda](https://anaconda.org/conda-forge/markupsafe) (📥 40M · ⏱️ 02.02.2024):
```
conda install -c conda-forge markupsafe
```
xmltodict (🥈31 · ⭐ 4.9K) - 像处理 JSON 一样处理 XML。MIT
+xmltodict (🥈32 · ⭐ 5.4K) - Working with XML feel like you are working with JSON. MIT
-- [GitHub](https://github.com/martinblech/xmltodict) (👨💻 49 · 🔀 430 · 📦 42K · 📋 220 - 27% open · ⏱️ 08.05.2022):
+- [GitHub](https://github.com/martinblech/xmltodict) (👨💻 51 · 🔀 450 · 📦 66K · 📋 250 - 33% open · ⏱️ 03.05.2024):
```
git clone https://github.com/martinblech/xmltodict
```
-- [PyPi](https://pypi.org/project/xmltodict) (📥 18M / month):
+- [PyPi](https://pypi.org/project/xmltodict) (📥 46M / month):
```
pip install xmltodict
```
-- [Conda](https://anaconda.org/conda-forge/xmltodict) (📥 1.9M · ⏱️ 08.05.2022):
+- [Conda](https://anaconda.org/conda-forge/xmltodict) (📥 3.9M · ⏱️ 16.06.2023):
```
conda install -c conda-forge xmltodict
```
bleach (🥈28 · ⭐ 2.4K) - 一个基于白名单的 HTML 清理和文本链接库。❗Unlicensed
+