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https://github.com/atomthan/Python_learning#知乎专栏python实践之路
https://zhuanlan.zhihu.com/python2018https://zhuanlan.zhihu.com/python2018
Python实践1-Python自动化测试常用库整理https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B51-Python%E8%87%AA%E5%8A%A8%E5%8C%96%E6%B5%8B%E8%AF%95%E5%B8%B8%E7%94%A8%E5%BA%93%E6%95%B4%E7%90%86.md
Python实践2-用Paramiko实现互信主机间的文件传输https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B52-%E7%94%A8Paramiko%E5%AE%9E%E7%8E%B0%E4%BA%92%E4%BF%A1%E4%B8%BB%E6%9C%BA%E9%97%B4%E7%9A%84%E6%96%87%E4%BB%B6%E4%BC%A0%E8%BE%93.md
Python实践3-用Tenacity提高自动化测试工具的健壮性https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B53-%E7%94%A8Tenacity%E6%8F%90%E9%AB%98%E8%87%AA%E5%8A%A8%E5%8C%96%E6%B5%8B%E8%AF%95%E5%B7%A5%E5%85%B7%E7%9A%84%E5%81%A5%E5%A3%AE%E6%80%A7.md
Python实践4-守护线程https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B54-%E5%AE%88%E6%8A%A4%E7%BA%BF%E7%A8%8B.md
Python实践5-Python的特点https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B55-Python%E7%9A%84%E7%89%B9%E7%82%B9.md
Python实践6-模块结构和布局https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B56-%E6%A8%A1%E5%9D%97%E7%BB%93%E6%9E%84%E5%92%8C%E5%B8%83%E5%B1%80.md
Python实践7-布尔值Falsehttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B57-%E5%B8%83%E5%B0%94%E5%80%BCFalse.md
Python实践8-Python的那些命令行选项https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B58-Python%E7%9A%84%E9%82%A3%E4%BA%9B%E5%91%BD%E4%BB%A4%E8%A1%8C%E9%80%89%E9%A1%B9.md
Python实践9-检查文件是否存在https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B59-%E6%A3%80%E6%9F%A5%E6%96%87%E4%BB%B6%E6%98%AF%E5%90%A6%E5%AD%98%E5%9C%A8.md
Python实践10-doctest简介https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B510-doctest%E7%AE%80%E4%BB%8B.md
Python实践11-装饰器本质https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B511-%E8%A3%85%E9%A5%B0%E5%99%A8%E6%9C%AC%E8%B4%A8.md
Python实践12-带参数的装饰器和多层装饰https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B512-%E5%B8%A6%E5%8F%82%E6%95%B0%E7%9A%84%E8%A3%85%E9%A5%B0%E5%99%A8%E5%92%8C%E5%A4%9A%E5%B1%82%E8%A3%85%E9%A5%B0.md
Python实践13-正则表达式https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B513-%E6%AD%A3%E5%88%99%E8%A1%A8%E8%BE%BE%E5%BC%8F.md
Python实践14-filter()函数https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B514-filter()%E5%87%BD%E6%95%B0.md
Python实践15-map()函数https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B515-map()%E5%87%BD%E6%95%B0.md
Python实践16-reduce()函数https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B516-reduce()%E5%87%BD%E6%95%B0.md
Python实践17-进程池https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B517-%E8%BF%9B%E7%A8%8B%E6%B1%A0.md
Python实践18-可迭代对象和迭代器https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B518-%E5%8F%AF%E8%BF%AD%E4%BB%A3%E5%AF%B9%E8%B1%A1%E5%92%8C%E8%BF%AD%E4%BB%A3%E5%99%A8.md
Python实践19-生成器https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B519-%E7%94%9F%E6%88%90%E5%99%A8.md
Python实践20-闭包简介https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B520-%E9%97%AD%E5%8C%85%E7%AE%80%E4%BB%8B.md
Python实践21-PEP 8代码规范整理https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B521-PEP%208%E4%BB%A3%E7%A0%81%E8%A7%84%E8%8C%83%E6%95%B4%E7%90%86.md
Python实践22-classmethod和staticmethodhttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B522-classmethod%E5%92%8Cstaticmethod.md
Python实践23-__call__()和callable()https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B523-__call__()%E5%92%8Ccallable().md
Python实践24-偏函数https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B524-%E5%81%8F%E5%87%BD%E6%95%B0.md
Python实践25-sorted()函数https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B525-sorted()%E5%87%BD%E6%95%B0.md
Python实践26-使用sorted()函数对字典进行排序https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B526-%E4%BD%BF%E7%94%A8sorted()%E5%87%BD%E6%95%B0%E5%AF%B9%E5%AD%97%E5%85%B8%E8%BF%9B%E8%A1%8C%E6%8E%92%E5%BA%8F.md
Python实践27-locals()和globals()https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B527-locals()%E5%92%8Cglobals().md
Python实践28-eval()和名称空间https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B528-eval()%E5%92%8C%E5%90%8D%E7%A7%B0%E7%A9%BA%E9%97%B4.md
Python实践29-__future__模块https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B529-__future__%E6%A8%A1%E5%9D%97.md
Python实践30-合并字典https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B53-%E7%94%A8Tenacity%E6%8F%90%E9%AB%98%E8%87%AA%E5%8A%A8%E5%8C%96%E6%B5%8B%E8%AF%95%E5%B7%A5%E5%85%B7%E7%9A%84%E5%81%A5%E5%A3%AE%E6%80%A7.md
Python实践31-用virtualenv构建Python2和Python3的运行环境https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B531-%E7%94%A8virtualenv%E6%9E%84%E5%BB%BAPython2%E5%92%8CPython3%E7%9A%84%E8%BF%90%E8%A1%8C%E7%8E%AF%E5%A2%83.md
Python实践32-PyCharm里使用pipenv创建的环境https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B532-PyCharm%E9%87%8C%E4%BD%BF%E7%94%A8pipenv%E5%88%9B%E5%BB%BA%E7%9A%84%E7%8E%AF%E5%A2%83.md
Python实践33-为什么要用namedtuplehttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B533-%E4%B8%BA%E4%BB%80%E4%B9%88%E8%A6%81%E7%94%A8namedtuple.md
Python实践34-读写yaml文件https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B534-%E8%AF%BB%E5%86%99yaml%E6%96%87%E4%BB%B6.md
Python实践35-引用计数 del 垃圾回收和循环引用https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B535-%E5%BC%95%E7%94%A8%E8%AE%A1%E6%95%B0%20del%20%E5%9E%83%E5%9C%BE%E5%9B%9E%E6%94%B6%E5%92%8C%E5%BE%AA%E7%8E%AF%E5%BC%95%E7%94%A8.md
Python实践36-用setdefault和defaultdict实现项目出现次数的统计https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B536-%E7%94%A8setdefault%E5%92%8Cdefaultdict%E5%AE%9E%E7%8E%B0%E9%A1%B9%E7%9B%AE%E5%87%BA%E7%8E%B0%E6%AC%A1%E6%95%B0%E7%9A%84%E7%BB%9F%E8%AE%A1.md
Python实践37-统计序列中元素的个数https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B537-%E7%BB%9F%E8%AE%A1%E5%BA%8F%E5%88%97%E4%B8%AD%E5%85%83%E7%B4%A0%E7%9A%84%E4%B8%AA%E6%95%B0.md
Python实践38-魔术方法reprhttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B538-%E9%AD%94%E6%9C%AF%E6%96%B9%E6%B3%95repr.md
Python实践39-魔法方法boolhttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B539-%E9%AD%94%E6%B3%95%E6%96%B9%E6%B3%95bool.md
Python实践40-for和while语句里面的elsehttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B540-for%E5%92%8Cwhile%E8%AF%AD%E5%8F%A5%E9%87%8C%E9%9D%A2%E7%9A%84else.md
Python实践41-过时的threadpoolhttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B541-%E8%BF%87%E6%97%B6%E7%9A%84threadpool.md
Python实践42-元类快速入门https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B542-%E5%85%83%E7%B1%BB%E5%BF%AB%E9%80%9F%E5%85%A5%E9%97%A8.md
Python实践43-sklearn环境安装https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B543-sklearn%E7%8E%AF%E5%A2%83%E5%AE%89%E8%A3%85.md
Python实践44-如何实现switch-casehttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B544-%E5%A6%82%E4%BD%95%E5%AE%9E%E7%8E%B0switch-case.md
Python实践45-threadpool任务的多参数和结果收集https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B545-threadpool%E4%BB%BB%E5%8A%A1%E7%9A%84%E5%A4%9A%E5%8F%82%E6%95%B0%E5%92%8C%E7%BB%93%E6%9E%9C%E6%94%B6%E9%9B%86.md
Python实践46-用requests-html获取城区名https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B546-%E7%94%A8requests-html%E8%8E%B7%E5%8F%96%E5%9F%8E%E5%8C%BA%E5%90%8D.md
Python实践47-选择Python2还是Python3https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B547-%E9%80%89%E6%8B%A9Python2%E8%BF%98%E6%98%AFPython3.md
Python实践48-使用records库操作MySQL数据库https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B548-%E4%BD%BF%E7%94%A8records%E5%BA%93%E6%93%8D%E4%BD%9CMySQL%E6%95%B0%E6%8D%AE%E5%BA%93.md
Python实践49-用untangle将xml解析成Python对象https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B549-%E7%94%A8untangle%E5%B0%86xml%E8%A7%A3%E6%9E%90%E6%88%90Python%E5%AF%B9%E8%B1%A1.md
Python实践50-用xmltodict将xml转换成字典https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B550-%E7%94%A8xmltodict%E5%B0%86xml%E8%BD%AC%E6%8D%A2%E6%88%90%E5%AD%97%E5%85%B8.md
Python实践51-特殊方法__getattr__和__getattribute__https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B551-%E7%89%B9%E6%AE%8A%E6%96%B9%E6%B3%95__getattr__%E5%92%8C__getattribute__.md
Python实践52-JSON序列化https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B552-JSON%E5%BA%8F%E5%88%97%E5%8C%96.md
Python实践53-内置json模块和simplejsonhttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B553-%E5%86%85%E7%BD%AEjson%E6%A8%A1%E5%9D%97%E5%92%8Csimplejson.md
Python实践54-又一个json第三方库demjsonhttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B554-%E5%8F%88%E4%B8%80%E4%B8%AAjson%E7%AC%AC%E4%B8%89%E6%96%B9%E5%BA%93demjson.md
Python实践55-pickle序列化https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B555-pickle%E5%BA%8F%E5%88%97%E5%8C%96.md
Python实践56-使用装饰器为你的函数计时https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B556-%E4%BD%BF%E7%94%A8%E8%A3%85%E9%A5%B0%E5%99%A8%E4%B8%BA%E4%BD%A0%E7%9A%84%E5%87%BD%E6%95%B0%E8%AE%A1%E6%97%B6.md
Python实践57-用timeit模块计时https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B557-%E7%94%A8timeit%E6%A8%A1%E5%9D%97%E8%AE%A1%E6%97%B6.md
Python实践58-性能调优之cProfilehttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B558-%E6%80%A7%E8%83%BD%E8%B0%83%E4%BC%98%E4%B9%8BcProfile.md
Python实践59-性能调优之代码里面调用cProfilehttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B559-%E6%80%A7%E8%83%BD%E8%B0%83%E4%BC%98%E4%B9%8B%E4%BB%A3%E7%A0%81%E9%87%8C%E9%9D%A2%E8%B0%83%E7%94%A8cProfile.md
Python实践60-性能调优之pstats模块https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B560-%E6%80%A7%E8%83%BD%E8%B0%83%E4%BC%98%E4%B9%8Bpstats%E6%A8%A1%E5%9D%97.md
Python实践61-configparser模块简介https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B561-configparser%E6%A8%A1%E5%9D%97%E7%AE%80%E4%BB%8B.md
Python实践62-列表切片知识点1https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B562-%E5%88%97%E8%A1%A8%E5%88%87%E7%89%87%E7%9F%A5%E8%AF%86%E7%82%B91.md
Python实践63-为什么不建议切片时同时指定start, end和stridehttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B563-%E4%B8%BA%E4%BB%80%E4%B9%88%E4%B8%8D%E5%BB%BA%E8%AE%AE%E5%88%87%E7%89%87%E6%97%B6%E5%90%8C%E6%97%B6%E6%8C%87%E5%AE%9Astart%2C%20end%E5%92%8Cstride.md
Python实践64-设计并开发链家网爬虫1https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B564-%E8%AE%BE%E8%AE%A1%E5%B9%B6%E5%BC%80%E5%8F%91%E9%93%BE%E5%AE%B6%E7%BD%91%E7%88%AC%E8%99%AB1.md
Python实践65-同时支持Python2和Python3https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B565-%E5%90%8C%E6%97%B6%E6%94%AF%E6%8C%81Python2%E5%92%8CPython3.md
Python实践66-设计并开发链家网爬虫2https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B566-%E8%AE%BE%E8%AE%A1%E5%B9%B6%E5%BC%80%E5%8F%91%E9%93%BE%E5%AE%B6%E7%BD%91%E7%88%AC%E8%99%AB2.md
Python实践67-设计并开发链家网爬虫3https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B567-%E8%AE%BE%E8%AE%A1%E5%B9%B6%E5%BC%80%E5%8F%91%E9%93%BE%E5%AE%B6%E7%BD%91%E7%88%AC%E8%99%AB3.md
Python实践68-用xlrd读取Excel文件https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B568-%E7%94%A8xlrd%E8%AF%BB%E5%8F%96Excel%E6%96%87%E4%BB%B6.md
Python实践69-用xlwt写Excel文件https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B569-%E7%94%A8xlwt%E5%86%99Excel%E6%96%87%E4%BB%B6.md
Python实践70-用xlutils操作Excelhttps://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B570-%E7%94%A8xlutils%E6%93%8D%E4%BD%9CExcel.md
Python实践71-解决名称冲突的两种方法https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B571-%E8%A7%A3%E5%86%B3%E5%90%8D%E7%A7%B0%E5%86%B2%E7%AA%81%E7%9A%84%E4%B8%A4%E7%A7%8D%E6%96%B9%E6%B3%95.md
Python实践72-用StringIO在内存中读写字符串https://github.com/jumper2014/PyCodeComplete/blob/master/docs/Python%E5%AE%9E%E8%B7%B572-%E7%94%A8StringIO%E5%9C%A8%E5%86%85%E5%AD%98%E4%B8%AD%E8%AF%BB%E5%86%99%E5%AD%97%E7%AC%A6%E4%B8%B2.md
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