环境管理
- virtualenv – A tool to create isolated Python environments.
- virtualenvwrapper – A set of extensions to virtualenv.
包管理
- pip – The Python package and dependency manager.
- Python Package Index
交互解释器
- Jupyter Notebook (IPython) – A rich toolkit to help you make the most out of using Python interactively.
日期时间
- arrow – Better dates & times for Python.
下载器
- you-get – A YouTube/Youku/Niconico video downloader written in Python 3.
- youtube-dl – A small command-line program to download videos from YouTube.
HTTP
- requests – HTTP Requests for Humans™.
- grequests – requests + gevent for asynchronous HTTP requests.
数据库驱动
- PyMongo – The official Python client for MongoDB.
- redis-py – The Redis Python Client.
- Peewee – A small, expressive ORM.
- python-sql – Write SQL queries pythonically.
- SQLAlchemy – The Python SQL Toolkit and Object Relational Mapper.
- awesome-sqlalchemy
Web 框架
- Django – The most popular web framework in Python.
- awesome-django
- Flask – A microframework for Python.
- awesome-flask
- Tornado – A Web framework and asynchronous networking library.
模板语言
- Jinja2 – A modern and designer friendly templating language.
队列
- celery – An asynchronous task queue/job queue based on distributed message passing.
搜索
- elasticsearch-py – The official low-level Python client for Elasticsearch.
- elasticsearch-dsl-py – The official high-level Python client for Elasticsearch.
表单
- WTForms – A flexible forms validation and rendering library.
- WTForms-JSON – A WTForms extension for JSON data handling.
数据校验
- Schematics – Data Structure Validation.
- voluptuous – A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.
管理面板
- django-xadmin – Drop-in replacement of Django admin comes with lots of goodies.
- flask-admin – Simple and extensible administrative interface framework for Flask.
并发和并行
- multiprocessing – (Python standard library) Process-based threading interface.
- threading – (Python standard library) Higher-level threading interface.
- eventlet – Asynchronous framework with WSGI support.
- gevent – A coroutine-based Python networking library that uses greenlet.
WSGI服务器
- gunicorn – Pre-forked, partly written in C.
加密
- PyCrypto – The Python Cryptography Toolkit.
日志
- Raven – The Python client for Sentry.
- Sentry – A realtime logging and aggregation server.
单元测试
- nose – nose extends unittest.
- faker – A Python package that generates fake data.
代码检查
- Flake8 – The modular source code checker: pep8, pyflakes and co.
- Pylint – A Fully customizable source code analyzer.
数据可视化
- matplotlib – A Python 2D plotting library.
算法和设计模式
- algorithms – A module of algorithms for Python.
- python-patterns – A collection of design patterns in Python.
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