python常用库

  • web 框架:Django/Flask/Tornado
  • ORM: sqlalchemy, Peewee
  • 表单验证:WTForms
  • 数据处理和分析:Numpy, Pandas, Matplotlib
  • 异步:celery, asyncio, tornado
  • 并发:gevent, threading, concurrent.futures
  • 部署:uwsgi, gunicorn
  • html解析: lxml, beautifulsoup
  • 爬虫:requests, Scrapy
  • 单元测试:unittest, nose, pytest
  • 图片处理:pillow
  • python2/3 兼容:six, 2to3
  • 代码检测:autopep8, pylint, flake8, mypy(python3)
  • 调试:Ipython, Ipdb, pdbpp