常见python开源库推荐

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.

注：

这篇推荐文章里面提及的项目来源于 github 上的 awesome-python项目，awesome- python 中的推荐较多，可能会让人难以选择，所以本文将一些好用的抽离出来推荐给大家，并且不断持续更新。