环境管理

• virtualenv>
• virtualenvwrapper – A set of extensions to virtualenv.

包管理

• pip>
• Python Package Index

交互解释器

• Jupyter>

日期时间

• arrow>

下载器

• you-get>
• youtube-dl – A small command-line program to download videos from YouTube.

HTTP

• requests>
• grequests – requests + gevent for asynchronous HTTP requests.

数据库驱动

• PyMongo>
• 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>

• 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>

队列

• celery>

搜索

• elasticsearch-py>
• elasticsearch-dsl-py – The official high-level Python client for Elasticsearch.

表单

• WTForms>
• WTForms-JSON – A WTForms extension for JSON data handling.

数据校验

• Schematics>
• 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>
• flask-admin – Simple and extensible administrative interface framework for Flask.

并发和并行

• multiprocessing>
• 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>

加密

• PyCrypto>

日志

• Raven>
• Sentry – A realtime logging and aggregation server.

单元测试

• nose>
• faker – A Python package that generates fake data.

代码检查

• Flake8>
• Pylint – A Fully customizable source code ***yzer.

数据可视化

• matplotlib>

算法和设计模式

• algorithms>
• python-patterns – A collection of design patterns in Python.

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