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.

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