From 9db8c1b22dd2e25a73dbc71df0558aca3293a272 Mon Sep 17 00:00:00 2001 From: BingmingWong Date: Wed, 23 Dec 2020 23:27:38 +0800 Subject: [PATCH] update --- .gitignore | 1 + README.md | 1106 +++++--------------------------- github-toc-maker-for-sphinx.py | 2 +- md2rst.py | 6 +- source/c04/c04_01.rst | 25 +- source/c05/c05_01.md | 2 +- source/c05/c05_01.rst | 2 +- source/c05/c05_08.md | 2 +- source/c05/c05_08.rst | 2 +- source/c06/c06_03.md | 4 +- source/c06/c06_03.rst | 4 +- source/c06/c06_04.rst | 2 +- source/c08/c08_02.md | 6 +- source/c08/c08_02.rst | 62 +- source/c08/c08_07.rst | 11 +- source/c12/c12_03.rst | 2 +- toc.md | 109 ---- 17 files changed, 226 insertions(+), 1122 deletions(-) create mode 100644 .gitignore delete mode 100644 toc.md diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..1c2d52b --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +.idea/* diff --git a/README.md b/README.md index 6d83316..42a74de 100644 --- a/README.md +++ b/README.md @@ -1,963 +1,143 @@ -# 从零到一的 Python 学习路线 - -我在我的个人公众号（Python编程时光）分享过非常多的 Python 干货，由于公众号是个十分封闭的生态，读过之后，就没什么人会记住它了。不像网站那样有搜索引擎会给它们持续的曝光，历久弥香。 - -我自认为在我公众号里，发布的文章质量是非常高的，为了不让这些干货沉入海底，我开了这个仓库，方便有需要的人进行索引，择需阅读。 - - - -目前目录更新内容至 2020/12/4 发的文章。 - -## 01. 基础系列 - -### 1.1 基础必学 - -1、[盘点 Python 高手都写不出来的几个错误](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485974&idx=1&sn=6a6a2fb8bc5c2acd300ebecdf625086c&chksm=e8866af4dff1e3e2c528594310475edaf2839d7b09048270acbb0dccc124581eaa65b123d393&scene=27#wechat_redirect) - -2、[Python基础｜深入闭包与变量作用域](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485039&idx=1&sn=23557ac2640819b568a426b2db4df69c&scene=21#wechat_redirect) - -3、[Python基础｜类方法的强制重写与禁止重写](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485037&idx=1&sn=8f4838b5bc919631c5cb642120b010c2&scene=21#wechat_redirect) - -4、[Python基础｜多继承与Mixin设计模式](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485032&idx=1&sn=35e1c7014bc3f668cc4b48d9c318f1f9&scene=21#wechat_redirect) - -5、[Python基础｜理解元组存在的意义](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485038&idx=1&sn=d0c7ab3fc20b299e4a0b9f6b414e4070&scene=21#wechat_redirect) - -6、[你知道 Python里的「单分派泛函数」？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484938&idx=1&sn=061fdb00ccc499aa0cfc304852adb143&scene=21#wechat_redirect) - -7、[类型注解的福音，提高Python代码可读性](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484901&idx=1&sn=8f506cb46edb94dfb668525399f30f9e&scene=21#wechat_redirect) - -8、[写几个 Python 进阶必备函数](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484973&idx=1&sn=451d381fa3021e14b514cc15907ce0c3&scene=21#wechat_redirect) - -9、[Python 字符串连接，哪种的效率最高？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485016&idx=1&sn=88497c09c8785b656ae1fee1406827dc&scene=21#wechat_redirect) - -10、[深入理解Python中的上下文管理器](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484950&idx=1&sn=9d78e469f8f190ef0484842b0391bec9&scene=21#wechat_redirect) - -11、[秒杀市面 90% 的 Python 入门教程 (上)](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484852&idx=1&sn=2362e034c2740d9f53c3cc99a6908cbd&scene=21#wechat_redirect) - -12、[秒杀市面 90% 的 Python 入门教程 (中)](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484856&idx=1&sn=881ee5d8154a85479d71ca4594f90142&scene=21#wechat_redirect) - -13、[秒杀市面 90% 的 Python 入门教程 (下)](https://mp.weixin.qq.com/s?__biz=MzU4OTUwMDE1Mw==&mid=2247485231&idx=1&sn=fa7146937f51110eb7356154bc2e2282&scene=21#wechat_redirect) - -14、[检验你 Python 基本功的 17 个骚操作](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484863&idx=2&sn=ff11a17ad82938b3a4f83ee5fbc2e497&scene=21#wechat_redirect) - -25、[和import说再见，这个库教你怎么偷懒](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485325&idx=2&sn=90c6dfbdbb36f63db72d1c0af67c1115&scene=21#wechat_redirect) - -16、[如何修改 CentOS 6.x 上默认Python 版本](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484881&idx=1&sn=ecb99878d3e2fca2bedc808b1e7aae9c&scene=21#wechat_redirect) - -17、[写 Python 时你要避免的十个错误](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484885&idx=1&sn=6acba3bf872fe1309308d9ef6cde53ce&scene=21#wechat_redirect) - -18、[看完这篇，你也是字符编码大神！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488475&idx=2&sn=17ca56435158c6c19134e30bda6e2b2d&chksm=e8867339dff1fa2f99cb0d85d99a2befa3689951778fbef8f2e0bad1042ae0c4813b99860c33&scene=27#wechat_redirect) - -19、[大白话解释什么是 Python Launcher？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485268&idx=1&sn=9cea766f1e1a1f6278fca4665fc33a87&scene=21#wechat_redirect) - -20、[13条Python2.x和3.x的区别，你知道几条？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485044&idx=1&sn=f38e2036317893be8388900dde3077e8&scene=21#wechat_redirect) - -21、[Python基础｜新式类和经典类的区别？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485033&idx=1&sn=8b6357d5a66f9a06347bf0922ae11946&scene=21#wechat_redirect) - -22、[Python 中有 3 个不可思议的返回功能](https://mp.weixin.qq.com/s/dSky88bOCPgYDprzJhnlbg) - -23、[太干了！一张图整理了 Python 所有内置异常](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490040&idx=2&sn=59578093d82362c023ce305b2fc55103&chksm=e886791adff1f00c0a76154c7c7101d39b151891cc07b33dfe2523c95d9e38250c3684f674bb&scene=27#wechat_redirect) - -24、[有了这篇文章， Python 中的编码不再是噩梦](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486174&idx=1&sn=ceb21deb2ff3ce750117c23f414416e3&chksm=e8866a3cdff1e32a1fcf07880803a7a3c350cc40d612bbd4f34b84cb06bf39250932f1ba5f05&scene=27#wechat_redirect) - -25、[ 别笑！Python 新手这五大坑你躲不过](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485573&idx=1&sn=362e7c5e73c27942e8250375257620e2&chksm=e8866867dff1e17140dc043b5dd33eec0e94e1616eab7e4b415bb767883d46d58a7243fb198f#rd) - -26、[Python 3.9 发布，字典的合并操作符终于来了](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485825&idx=1&sn=04075357936423097f692fa19857c3aa&chksm=e8866963dff1e075707b605fb1352f7760fb1b41040bdda4dec6b83370af37e009424d24f65e&token=2013245174&lang=zh_CN#rd) - -27、[Python 3 入门，看这篇就够了（超全整理）](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492484&idx=1&sn=7985df89a647c271a9c99b1a25f87cb4&chksm=e8858366dff20a7062c54d79cfc85945d4ae91e96c0a0dcb8383d24680c6eeb80d68a6f2b718&scene=27#wechat_redirect) - -28、[掌握 Python 中下划线的 5 个潜规则](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492133&idx=2&sn=ba4631b32f8fb4cd018a68b5411771b1&chksm=e88582c7dff20bd1c417c97e6798ba5bcacc90b55161976d7529d12f1850e413ede66110cbe3&scene=27#wechat_redirect) - -29、[还傻傻分不清什么是方法，什么是函数？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491545&idx=2&sn=193bb88089cc7583989db44707aeca90&chksm=e8867f3bdff1f62d159dca793efc1c937b1c7a135b6f25ff9d77d8d1b819c7ddc66b3ba1f8d0&scene=27#wechat_redirect) - -30、[Python 如何像 awk一样分割字符串？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491382&idx=2&sn=6e3824fa540fe7225d0cd1e7180559b6&chksm=e8867fd4dff1f6c2d2c024b6a07f616794c5b89a1b2b08ab05d029e5de1a59ff751bb03a6561&scene=27#wechat_redirect) - -31、[一篇文章带你剖析Python 字节流处理神器struct](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491241&idx=2&sn=889bf712f4115a27f321e791b3862405&chksm=e8867e4bdff1f75dc9e1e2374c3302753c3a6a28b42436e6e2550aa8ac528652b2561ad2ca48&scene=27#wechat_redirect) - -32、[OrderedDict 是如何保证 Key 的插入顺序的？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486136&idx=2&sn=81fd4039611666917ae8801bd73fe921&chksm=e8866a5adff1e34c603500e97c4b7e1cecb7a1fb43e01c6ff5a794d526d54e5a02b35240d2db&scene=27#wechat_redirect) - -33、[字典访问不存在的key 时，如何才能不报错？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490809&idx=2&sn=a256a0d8b86bae3a7dc65f7a88e4ab39&chksm=e8867c1bdff1f50d1da0e11d2dca288b085064062ecb8f68891b0bd48b8a1fca4f8ca594fc22&scene=27#wechat_redirect) - -34、[如何使用 Python 执行 js 代码？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491161&idx=2&sn=d89bbc4c214563807427703aa584a26d&chksm=e8867ebbdff1f7ad301b58ac567faec95be2d8f5be921b23ea5d3722d377c2926f32ff7b68ac&scene=27#wechat_redirect) - -35、[Python 代码覆盖率工具 - Coverage](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489752&idx=2&sn=b115d9377feb0129985295e5a3c8ec5e&chksm=e886783adff1f12c7bb14c55560f06f6a5327d6beee9bba38b9965784baf197918ae3898e95d&scene=27#wechat_redirect) - -36、[超赞！100 道让你练习 Python 基础的题目](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488558&idx=1&sn=58a53b85a7e49989794d8d0e9885f335&chksm=e88674ccdff1fdda61609dc4aa811dc6a52a819fe56da3bd0480f9f21ae248c94d8f8f3f8798&scene=27#wechat_redirect) - -37、[一道 3 行代码的 Python面试题，我懵逼了一天](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486901&idx=1&sn=73fe3a92ac2639706d9573a0eaffd48f&chksm=e8866d57dff1e441d6ffad3c4f00b053db39df1cec4e6cf69992641b359cc96448f7f3068918&scene=27#wechat_redirect) - -38、[学习 Python 的指南大纲，从基础到核心知识全都有](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486246&idx=1&sn=58665e2be95f71415ac3e2c1c5f4f690&chksm=e8866bc4dff1e2d212a4d93c0c83cd39cd534f64a8e113b208f96a6156e75ef652ee1ac32270&scene=27#wechat_redirect) - -### 1.2 基础库 - -1、[Python时间模块，超实用总结！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493317&idx=2&sn=b821b2765cfcdf7da8858b962f092980&chksm=e8858627dff20f31b14090d0ff178002ea0544196d8d63e595f5f6787f8e95d60df292f80bb4&scene=27#wechat_redirect) - -2、[用 Python 玩转正则表达式，这篇讲得太好了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493207&idx=2&sn=ca2c44f056ce22d132089d200951ee6d&chksm=e88586b5dff20fa3db38273731c3521a278c09ff81570d01512f203d280d253ae1f3d5fc1799&scene=27#wechat_redirect) - -3、[打基础一定要吃透这12类 Python 内置函数](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486198&idx=1&sn=efea0e57956188eeafb163d7bb2448c4&chksm=e8866a14dff1e3022f361245b182a30fbbf40550f3e8dc4456e1acf260aa73d35a20c010559d&scene=27#wechat_redirect) - -4、[8个超好用的Python内置函数，提升效率必备！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485943&idx=2&sn=ecb57c8dbf0e4965d4842cc6f614da64&chksm=e8866915dff1e0035ded3974097c1f0e00561962eeb0498c633fdf664cd429749aa6e6eca806&scene=27#wechat_redirect) - -5、[用 Python 操作 Redis，看这一篇就够了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492907&idx=2&sn=f44d9ef0e624b150c080dd075974e540&chksm=e88585c9dff20cdf6ed8b913312602838fbdffcade584412e43326d11f0a1cc41bd4ffbce94c&scene=27#wechat_redirect) - -6、[超全！我把 Python 的 200个标准库整理出来了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492755&idx=1&sn=c0f99bb14839677d228d029a564d457c&chksm=e8858471dff20d67bc162863a6193998f39aae3e1103a5b3015ceb79f4cea1dde4fda5d2cff3&scene=27#wechat_redirect) - -7、[一篇文章掌握 Python 内置 zip() 的全部内容](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491227&idx=2&sn=61efa9b45c112a25be348a94a9ac8151&chksm=e8867e79dff1f76fcc3858afdfd4e68aef0a5d0430f0420aacd2045aac86d3c31ff88bac464d&scene=27#wechat_redirect) - -8、[通过“四不要”，掌握 Python 的 Lambda 函数](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493501&idx=2&sn=696cb2ef4c3fcc6713f148d42f6eb0be&chksm=e885879fdff20e897b71e791caa6a6dbfb783c22a3ea7bf9c4cfb8406b668e57914c1c209707#rd) - -9、[原来 collections 这么好用！！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493894&idx=2&sn=3f16362bfa3ec2ecf9f7318cc50e2f95&chksm=e88589e4dff200f25c4c03294f59716431c57a65161f6c364d610950650b24a7cb4b037345e4#rd) - -10、[使用 Python 打印漂亮的表格，这两项基本功你可会？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494135&idx=2&sn=f055f78da070dc71c2593540f3272988&chksm=e8858915dff20003c05bc328b09a8cdb8dda3e37118201fb2eb317c1296e788aa1f50c8edf45&scene=27#wechat_redirect) - -### 1.3 代码案例 - -1、[15个Pythonic的代码示例](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485036&idx=1&sn=24de1996a63bf25b0c0deec782f688cf&scene=21#wechat_redirect) - -2、[常见 Python 简洁代码的样例](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484823&idx=2&sn=4459a7edc4a4989068b22b31c76f2c92&scene=21#wechat_redirect) - -3、[每天花 30 秒，就可以练习的 Python 小技巧！](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484861&idx=1&sn=e5fa97570b3c180e5a5edc753fc62669&scene=21#wechat_redirect) - -4、[精心整理！9个 Python 实用案例分享](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492921&idx=2&sn=800c245cf392dfed915c618c68a5fe80&chksm=e88585dbdff20ccdd85dc21989092ab3e028dd2e3bcfb8f349bc3a7df99b299b6f8a43b57371&scene=27#wechat_redirect) - -5、[瞧瞧，这样的代码才叫 Pythonic](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493439&idx=1&sn=2ed198c261ee285f2e3c1cbdf5c78541&chksm=e88587dddff20ecb24804e6b191b690d7950584104b5ed94b2f1e6a043a24909dfe418e64df6#rd) - -6、[瞧瞧，这样的『函数』才叫 Pythonic](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493550&idx=1&sn=cd5cf944c3e3ac3f2b567def827de2d4&chksm=e885874cdff20e5aeb438aab72e2f87329a403024bb0cae3308e61d5f9cc9a15609da6d8b7dd#rd) - -7、[这样的奇技淫巧不可取，切记切记](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493635&idx=2&sn=cc61ae5798c278c52a07e3e7129a5bb1&chksm=e88588e1dff201f7c4997d9fe8004d86973833bbe91ded31fbf93cdf00d1ec22f19f8cff825c&token=58703854&lang=zh_CN#rd) - -8、[别这样直接运行Python命令，否则电脑等于“裸奔”](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494114&idx=1&sn=202d3492ae48d73431173b76caa64345&chksm=e8858900dff2001626f47454f8dee79679f43b74701c7730e1c499f4c895edafca5aa68e280f&scene=27#wechat_redirect) - -9、[6 个例子教你重构 Python 代码](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494309&idx=2&sn=e1cffffa71b5cc76434b6771cfcc0bae&chksm=e8858a47dff20351575b1cd29e35a51b30c7859c9dffbf816df883bc7ccee9ea15aa5eaad812&scene=27#wechat_redirect) - -## 02. 进阶系列 - -### 2.1 进阶必学 - -1、[描述符：其实你不懂我（一）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484934&idx=1&sn=ef8b30ffe2467e5736036bd083b340ca&scene=21#wechat_redirect) - -2、[描述符：我无处不在！（二）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484927&idx=1&sn=8a3d673ee20bd418d93a249380ca8e76&scene=21#wechat_redirect) - -3、[Python静态方法其实暗藏玄机](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484911&idx=1&sn=a16846030c3589c912aec9efdf4f7f80&scene=21#wechat_redirect) - -4、[全面深入理解 Python 面向对象](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485208&idx=1&sn=61bf8d3ec81fa85b0bc9de6e5f5d6611&scene=21#wechat_redirect) - -5、[几个使用装饰器的小技巧](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484930&idx=1&sn=ed731e32b6e95e7d83d74a544f97142a&scene=21#wechat_redirect) - -6、[围观大神是如何用 Python 处理文件的？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484905&idx=1&sn=7de0eaab0a4c9f8b44cba01d28ad7254&scene=21#wechat_redirect) - -7、[Python进阶开发｜元类编程](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485080&idx=1&sn=45e6d9995e4469d8b7bce2f800ac0f9b&scene=21#wechat_redirect) - -8、[Python进阶开发之网络编程](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485078&idx=1&sn=e0a3855d959c178b8c01bd196a048dce&scene=21#wechat_redirect) - -9、[Python 进阶：深入 GIL (上篇)](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484875&idx=2&sn=8780a349c60522ad1b7aa20a3fe7a19c&scene=21#wechat_redirect) - -10、[没掌握好这24条，别说Python慢。](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484910&idx=1&sn=df8fb32a840a28954614b09bce730b72&scene=21#wechat_redirect) - -11、[花了两个星期，我终于把WSGI整明白了](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484919&idx=1&sn=bd7d2bc0ab8a41110d5d93e44ad20b1f&scene=21#wechat_redirect) - -12、[源码解读｜Flask 上下文核心机制](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484943&idx=1&sn=ca846404d30a2ec775ab7db5df73aa8e&scene=21#wechat_redirect) - -13、[说说几个 Python 内存分配时的小秘密](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484853&idx=2&sn=edf7c3225d119291fae5d05820f55aac&scene=21#wechat_redirect) - -14、[写了三年代码，还是不懂 Python 世界的规则](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484886&idx=1&sn=f46917f6e23f8961c912606a281a354d&scene=21#wechat_redirect) - -15、[如何保护你写的 Python 代码？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484858&idx=1&sn=e18a1c89f14d4e4043833e3ff5cc8d32&scene=21#wechat_redirect) - -16、[27 个问题，告诉你 Python 为什么如此设计？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484862&idx=1&sn=89500433bc174dfc0530eebea2fb91d1&scene=21#wechat_redirect) - -17、[精心整理 30 个Python代码实现的常用功能](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485147&idx=2&sn=c5b871e1cebde6b311609f6de703f2e3&scene=21#wechat_redirect) - -18、[高手之路：从零开始打造一个Web服务器](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484891&idx=1&sn=ed12d175452c2efedeefb1635063177c&scene=21#wechat_redirect) - -19、[从0到1：全面理解 RPC 远程调用](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484915&idx=1&sn=427b9dda155e4201c2f939c3919def91&scene=21#wechat_redirect) - -20、[一篇 Python 函数式编程指南](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484834&idx=1&sn=559bac4ff85f7082bc989a6fde04d3f3&scene=21#wechat_redirect) - -21、[没看完这11 条，别说你精通 Python 装饰器](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484900&idx=1&sn=3997a2a377577e3d16a9b7f8e6a5ea53&scene=21#wechat_redirect) - -22、[程序卡住了？教你如何调试已在运行的程序](https://mp.weixin.qq.com/s/QC-Pc-0iifaVKOfsiNTYmA) - -23、[字符串在Python内部是如何省内存的](https://mp.weixin.qq.com/s/jp_I82fnr0-3cd6ioZcoGQ) - -24、[巧用 traceback 定位 Python 内存泄漏](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485751&idx=1&sn=8a054a575767c103c830a6b3ef5f73c8&chksm=e88669d5dff1e0c3ae1c7c32f35a8f46a3a2e0a637fb4b947566f417dd8f4419bec636c8a667#rd) - -25、[非常全的通俗易懂 Python 魔法方法指南（上）](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485551&idx=1&sn=4c0983f22269a113bcdf83690e5e2b20&chksm=e886688ddff1e19b9ad230128a67ee1a9ee1eced0720c14b5d48f68943be10b1b85b23d8ca2d#rd) - -26、[非常全的通俗易懂 Python 魔法方法指南（下）](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485555&idx=1&sn=0a218b796e651b451a17112e22790d07&chksm=e8866891dff1e18771a9392da7f509732244ebc4d1a6e2427acd39ee8b59b146e3d4961a2a62#rd) - -27、[教你如何阅读 Python 开源项目代码](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485451&idx=1&sn=e15856352c18297770c67d9df66ec3b0&chksm=e88668e9dff1e1ff0f6a39f3885f4126232213149ac09daa1fc0ec9e0de2095bd11fb727d63a#rd) - -28、[这个 Python 知识点，90% 的人都得挂~](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490984&idx=1&sn=135b7b187d8d41b3c10179dbaedaf77e&chksm=e8867d4adff1f45cd90fe2609fe7d1840b07fab8cf19cb7406ebd038c31df0028e611077d80e&scene=27#wechat_redirect) - -29、[一篇长文学懂 PyTorch](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489158&idx=1&sn=2e2e88565131d11271aea61b0bedf182&chksm=e8867664dff1ff728ee30e1baab0d7df0139fc67e2514ffcaebda6d50e5d08bd2866ad7dee35&scene=27#wechat_redirect) - -30、[学了这么久，你知道Python是如何运作的吗？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488458&idx=1&sn=23040c906e83462c4f64039cba6e3dfb&chksm=e8867328dff1fa3e149248e53762444b1abc72df395a597639357b5525d16b1b6db242339d20&scene=27#wechat_redirect) - -31、[求你了，别再使用 pprint 打印字典了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486288&idx=1&sn=7647e1ee63c49c14472baec19fb79b87&chksm=e8866bb2dff1e2a4d5b85ae9db1e8f4d8dda839643fb02b9e0b7f7fe6143cb627773e56d44bf&scene=27#wechat_redirect) - -32、[Python实现RabbitMQ中6种消息模型](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486017&idx=1&sn=9b95896abee7a345e3abee1ac4f2edab&chksm=e8866aa3dff1e3b547ef5062c30516b2d54a051fd4a07d85078223ea673af1400be1a6c56ad5&scene=27#wechat_redirect) - -33、[想写好面向对象的代码，这几篇一定要看（下）](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485938&idx=1&sn=a725785ef8000868b7cb85606ee754d3&chksm=e8866910dff1e006f195d6ea0d66f4b4f1fe5a9b97debc18ae4b04a239a347d342fbc67b44e4&scene=27#wechat_redirect) - -34、[想写好面向对象的代码，这几篇一定要看（中）](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485926&idx=1&sn=ce148af333d9f377d8a6fb9577bbf57c&chksm=e8866904dff1e012ec1bb8f418c43cca7954979bd1481707761b29d1e632ace6369efd50210b&scene=27#wechat_redirect) - -35、[想写好面向对象的代码，这几篇一定要看（上）](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485913&idx=1&sn=74b34bd95d513a94201ad05604c4a05f&chksm=e886693bdff1e02dd2079cb90458aac914e5cb832aec59677da8b2f85200baaa57e804a4b58e&scene=27#wechat_redirect) - -36、[教你 10 分钟构建一套 RESTful API 服务](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488534&idx=2&sn=d593dbf907217ff4dea1daf636062778&chksm=e88674f4dff1fde26b1a1074a0a0c78be0630a34b4aed705755946bd8cfcde1a23e0df916392&scene=27#wechat_redirect) - -37、[要搞懂元类(metaclasses)，这篇文章一定要看](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493280&idx=2&sn=d1a0aa45b9ecd03bd940328bc031458c&chksm=e8858642dff20f54ecbe8d03aebe2dacdc1fe0fdb1daa3855e09f565f05b711c9aa4eabd9ddb&scene=27#wechat_redirect) - -38、[弄懂这 6 个问题，拿下 Python 生成器！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493273&idx=2&sn=89bd3d18e7837f59c41d2f021047a1f9&chksm=e885867bdff20f6d0d72d463a255d2a51225321f8bc6115523411e540305e669a24580e58d78&scene=27#wechat_redirect) - -39、[`[]` 与 list() 哪个快？为什么快？快多少呢？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493457&idx=2&sn=67d576d2aeab16d4ad9c1b491e10deaf&chksm=e88587b3dff20ea501789da4c67560e21708f89032732eaca544e22c65780ea249e98e6ab50e#rd) - -40、[连 Python 生成器的原理都解释不了，还敢说 Python 用了 5 年？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493530&idx=1&sn=5096c680a63a57b1f55d1a9d372ec302&chksm=e8858778dff20e6e257fcacfb644bc4736afac692ab19f41717f4cdc084eb43951aba0912187#rd) - -41、[Python 列表去重的4种方式及性能对比](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493746&idx=2&sn=218b1a28af72347363557bdaac32d016&chksm=e8858890dff20186a8fefe81e11a1aa64e787a75b3930ecb6e4421e132a8322dbc5fe3b81b30#rd) - -42、[第一次把 Python 的切片理解得如此透彻](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493987&idx=2&sn=ca90bbc53a31c0ccc84fea4869fd1b81&chksm=e8858981dff20097a5167ef9d60fe4c54479b6f50b85188ffc43490c03b8cb2bec8464975793#rd) - -43、[为什么继承 Python 内置类型会出问题？！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494268&idx=2&sn=67ea6f78e7add1d43174f601626d1cb5&chksm=e8858a9edff20388c08f6e3f9c8ce9db6969174fc3674bf04d65cf0fbcda48c08217de5d622b&scene=27#wechat_redirect) - - -### 2.2 包的管理 - -1、[最全的 pip 使用指南，50% 你可能没用过](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484827&idx=1&sn=df0923856c820e10baca20c9873b336b&scene=21#wechat_redirect) - -2、[全面学习 Python 包：包的构建与分发](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485349&idx=1&sn=8d6da555a2852a14506a491c4cf9a234&scene=21#wechat_redirect) - -3、[深入探讨 Python 的import机制：实现远程导入模块](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484838&idx=1&sn=1e6fbf5d7546902c6965c60383f7b639&scene=21#wechat_redirect) - -4、[盘点 Python 依赖库管理的工具：pip、pipreqs、pigar、pip-tools、pipdeptree](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485120&idx=1&sn=170ef1173eabc5bed28c724e19d6c0ac&scene=21#wechat_redirect) - -5、[如何使用 pyenv 运行Python的多个版本？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486239&idx=2&sn=863e80589f5eb9b2daa9701f6b494997&chksm=e8866bfddff1e2ebc244354238aedfa9291aa27ad8f7e466213236369dae9800b29b5766c0cf&scene=27#wechat_redirect) - -6、[如何管理 Python 的虚拟环境？超全讲解virtualenv的使用](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485049&idx=1&sn=c16383d6cc91a7ed8254e344d994f101&scene=21#wechat_redirect) - -7、[一款让Python开发效率提升50%的工具包](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489006&idx=1&sn=eead45b3c34777085465f9854a433e36&chksm=e886750cdff1fc1ae2791adba1231e045630417f9b4185217817183aa1f260815acabcd39363&scene=27#wechat_redirect) - -8、[记 Python “用户环境”的一次完美应用](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486191&idx=1&sn=e556df305ce1df4c4969d2fdbe884cfa&chksm=e8866a0ddff1e31b2ca8ca8fbbe0355fb8c24376d715224ef2176e613b5601764be0193e3aa4&scene=27#wechat_redirect) - -9、[学了半天，import 到底在干啥？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493413&idx=2&sn=770c9bb7104dfb8c53c544f546cf7aa4&chksm=e88587c7dff20ed143cb93b4cd1b0f64af8b9c849fd9d531e58a9ba27a449d4a28cd96091b40&scene=27#wechat_redirect) - -10、[非常干货：Python 探针实现原理](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493427&idx=1&sn=d9e0c646a98cf2b54b5724ebc3262255&chksm=e88587d1dff20ec71ed33c5165bbdec377eea89307da0f924784cff0f4c01c05a5f3247de50e&token=58703854&lang=zh_CN#rd) - -### 2.3 性能优化 - -1、[Python高效代码实践：性能、内存和可用性](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485161&idx=1&sn=07625f06db330897bc8bfee880ceac18&scene=21#wechat_redirect) - -2、[Python 代码的性能优化之道](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485004&idx=1&sn=8dc07a40bcac30c93874398b17a52831&scene=21#wechat_redirect) - -3、[7 个习惯帮你提升Python运行性能](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484957&idx=1&sn=9b3c644e6b1777b77ce7f84047c6d500&scene=21#wechat_redirect) - -4、[如何提升你的 Python 代码健壮性（上）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484871&idx=1&sn=985b79143d0cafd21e5263ee79afa777&scene=21#wechat_redirect) - -5、[如何提升你的 Python 代码健壮性（下）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484867&idx=1&sn=b8eab8416229dc74f1ac96e099a3df71&scene=21#wechat_redirect) - -6、[将 Python 运行速度提升 30 倍的神技巧](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484877&idx=1&sn=f6067875f1e807d19291e383f8421a3b&scene=21#wechat_redirect) - -7、[实战讲解：Python 性能分析与优化实践](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485404&idx=1&sn=486fcf898d6dd21b0feb990de3c1e08f&chksm=e886673edff1ee28b8c6e1d520b2732b2f66f4c4691ef2696b54743b1ad0769356e12a1e98b2#rd) - -8、[如何调试Python 程序的内存泄露问题](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488577&idx=2&sn=16aff9687a4a16faa492118cd5c1bfae&chksm=e88674a3dff1fdb5b80a4547cb863fcf4255f90ab2024ae8c3bbf1f270efb13333b2f7426baf&scene=27#wechat_redirect) - -9、[牛逼！一行代码让 pandas 的 apply 速度飙到极致！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493908&idx=2&sn=0413803e1a73bf632c2d5ba24c6e7ce4&chksm=e88589f6dff200e020a32578706e7c4791be700ce9f16f810d5b19dcc6a99bce2d5c7ba96b6d#rd) - -10、[3 倍性能提升！升级 Flask 到 Quart](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494567&idx=1&sn=d91202b10ab957a58c5eb70fa159fe67&chksm=e8858b45dff2025387626bac42e8441e8d0c8c290070f5fc1a885776fb6a3a06ce3467b1b8d2&scene=27#wechat_redirect) - -11、[超干分享！如何提高Python的运行速度？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494621&idx=2&sn=00c8aa00a85f8710fada38d35b2c8388&chksm=e8858b3fdff2022991a0024757c64faaed81da830cbbf1fa62b6b218d7271b0837b11922c1f0&scene=27#wechat_redirect) - -### 2.4 并发编程 - -1、[并发编程01｜从性能角度来初探并发编程](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485074&idx=1&sn=a859c6ab1d9b95c30c9f8b06f9489887&scene=21#wechat_redirect) - -2、[并发编程02｜创建多线程的几种方法](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485073&idx=1&sn=854ff524645247e5020d977e57d9c0e6&scene=21#wechat_redirect) - -3、[并发编程03｜谈谈线程中的“锁机制”](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485069&idx=1&sn=52370a27d4a5c4541969921ada890e0b&scene=21#wechat_redirect) - -4、[并发编程04｜消息通信机制/任务协调](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485068&idx=1&sn=fc0798e84e7845cd9efee1809f932f15&scene=21#wechat_redirect) - -5、[并发编程05｜线程中的信息隔离](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485066&idx=1&sn=0bb9d6c82a6d062e50d09e1eefd09427&scene=21#wechat_redirect) - -6、[并发编程06｜如何创建线程池](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485065&idx=1&sn=60891b67b139806cf6bf4c05f5861f02&scene=21#wechat_redirect) - -7、[并发编程07｜从生成器使用入门协程](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485064&idx=1&sn=8584bb778152a12ca335970bed9fdbdc&scene=21#wechat_redirect) - -8、[并发编程08｜深入理解yield from语法](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485063&idx=1&sn=0ff7a99058320ff90a6237e7e03367fb&scene=21#wechat_redirect) - -9、[并发编程09｜初识异步IO框架：asyncio](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485061&idx=1&sn=9e846df1a5cb57e0bc6254dcc953e243&scene=21#wechat_redirect) - -10、[并发编程12｜学习异步IO框架：asyncio](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485058&idx=1&sn=92ef1f79ce6488670ae13e5d6a1c7908&scene=21#wechat_redirect) - -11、[并发编程11｜实战异步IO框架：asyncio](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485057&idx=1&sn=8bacf0f2b42de5962fbdf32796903f27&scene=21#wechat_redirect) - -12、[百万「并发」之Python异步编程（上篇）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484896&idx=2&sn=5d8458ede3440ae501d19c5ffd5f8a99&scene=21#wechat_redirect) - -13、[百万「并发」之Python异步编程（中篇）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484889&idx=2&sn=25d11042e5b2ab17dff40535d354b8f8&scene=21#wechat_redirect) - -14、[百万「并发」之Python异步编程（下篇）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484885&idx=2&sn=b9e62a9b024358aec629e876b76e0eb5&scene=21#wechat_redirect) - -15、[如何一行 Python 代码实现并行？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484826&idx=1&sn=6c5b575b7b134642077cfde2bb8b613f&scene=21#wechat_redirect) - -16、[asyncio：从原理、源码到实现](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485245&idx=1&sn=a08826c3d28037479190fd652438bcca&scene=21#wechat_redirect) - -17、[为什么说线程是CPU调度的基本单位?](https://mp.weixin.qq.com/s/c3aZ-6UzZVD3_PvVhiDPWA) - -18、[非常适合小白的 Asyncio 教程](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485842&idx=1&sn=ab85dab95cf47046ddcc35b60e633c40&chksm=e8866970dff1e066381c0ba53fe09e34b8f1ce52bbbfe568c1ee66b9cbad87f43b442895c770&token=2013245174&lang=zh_CN#rd) - -19、[说说 Python 里关于线程安全的那些事儿](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486279&idx=1&sn=2b6acf717b7f5cc6a2b72c62266dbe01&chksm=e8866ba5dff1e2b318c679413fd7d0ac3a69db7cab1ceda03eca26fb71f6d2837af80e2143d0&scene=27#wechat_redirect) - -20、[异步 Python 比同步 Python 快在哪里？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494549&idx=2&sn=1120b33a12bf8ab25df805cfab9afbc8&chksm=e8858b77dff20261afdf788de30c7e14f3d66ff52215b8c0db66320a118e4544283424340d4e&scene=27#wechat_redirect) - -21、[为什么 Python 多线程无法利用多核？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494567&idx=2&sn=653795446bacff2d445cabd417748756&chksm=e8858b45dff202530afc05a00469b20a0a95f53bcaefc49472240e1c905459ecfb74edbe0461&scene=27#wechat_redirect) - -### 2.5 实战练习 - -1、[适合 Python 新手练习的绝佳项目](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485898&idx=2&sn=36a1b1a94dece0a290652da23679cff0&chksm=e8866928dff1e03e58b95b3cd24dbc23e368b6eb2c0599b2efe814924e21ec5c01935b2e0455&token=2013245174&lang=zh_CN#rd) - -2、[4个Python实战项目，让你瞬间读懂Python！](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485852&idx=2&sn=eb3471a260cce835a755a780d6cc690d&chksm=e886697edff1e068bd0f9d456e26ee5ebe482580457951e42807e731d266c95f00c37de22fea&token=2013245174&lang=zh_CN#rd) - -### 2.6 GUI 应用 - -1、[如何在Python中编写精美图形界面？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486179&idx=1&sn=eed86ec2f44a92fadb94f237178b3f8a&chksm=e8866a01dff1e317f450d91b88e91d6912d6a1b2ac7a34ebb86b74a2abc0f912d8ced5a3baac&scene=27#wechat_redirect) - -2、[或许，这是最强大的一款Python GUI工具](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492571&idx=2&sn=6ac2c0c19d86d653acd82d5b4ef86126&chksm=e8858339dff20a2f595159499e8eb8e072b52e61521e4a1322337f174bff942134a25b3b6b9b&scene=27#wechat_redirect) - -### 2.7 自动化办公 - -1、[付费？是不可能的！20行Python代码实现一款永久免费PDF编辑工具](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492085&idx=1&sn=785968af86bf998ecad9b11583a23ad6&chksm=e8858117dff2080119f596c6447d9a0c7b73c6bced8306883900f2f4d9582929f9d5c26ac45d&scene=27#wechat_redirect) - -2、[带你用 Python 实现自动化群控（入门篇）](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491979&idx=2&sn=7489738d3225a96767173e4b54023f95&chksm=e8858169dff2087fed0f11ad6b880c110e3530eae28ed7702343f6d81163860ed20a2f056294&scene=27#wechat_redirect) - -3、[最全总结：Python 发送邮件的几种方式](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489568&idx=2&sn=bdac42b533784bf3a8ee523da36bacba&chksm=e88678c2dff1f1d499321032e6871f2810608909121bf56aee184c6d7770d3b310f39cad7c43&scene=27#wechat_redirect) - -4、[太全了！使用 Python 转换 PDF，看这一篇总结就够了。](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488934&idx=2&sn=eed1cab8e03c908fdfe311bf4bbd91a6&chksm=e8867544dff1fc52e0d9dd62c61d36ec5a5b6847aeb9992e5423eb4e01f08995461160adbb45#rd) - -5、[Python吊打Excel？屁！那是你不会用！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487151&idx=2&sn=9c4a697758af01c086cced44b98a3380&chksm=e8866e4ddff1e75bd2f19e036c3e338edee50871364d2f185afa51cb361c83f3bbda8ce2d92f&scene=27#wechat_redirect) - -### 2.8 网络爬虫 - -1、[想逆向我的 js 代码？先过了我的反 debug 再说吧！](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484876&idx=1&sn=ed81400f77deb2af18311f8e42e9b11b&scene=21#wechat_redirect) - -2、[教你实现一个可视化爬虫监控系统](https://mp.weixin.qq.com/s?__biz=MzU4OTUwMDE1Mw==&mid=2247484208&idx=1&sn=d04421526cf0e12089541063b4ec448d&scene=21#wechat_redirect) - -3、[估计是讲得最清楚的「异步爬虫」指南](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484929&idx=1&sn=7055414a33d7cbadaeb5645cbd5203ec&scene=21#wechat_redirect) - -4、[10 个爬虫工程师必备的工具](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484958&idx=1&sn=3422e53de4ae701a922104ad26f8e256&scene=21#wechat_redirect) - -5、[Selenium自动登录淘宝，我无意间发现了登录漏洞！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490737&idx=2&sn=6a33873b3777afd420f3c56078a88687&chksm=e8867c53dff1f5455fe54e1ee0044cc97638fbc96983f36e19938810bea4e06d5af0ba3036df&scene=27#wechat_redirect) - -6、[干！一篇文章讲了这么多爬虫的技巧](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490557&idx=2&sn=f5128b1dc827cc4a6035d46714a484b1&chksm=e8867b1fdff1f20993b024fbfaa4445763a5949174913a58d9f17ddcb0286be8b325516cb449&scene=27#wechat_redirect) - -7、[谈谈常见网站加密和混淆技术](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486218&idx=2&sn=6261fa602eb4f73365a9d372376594ed&chksm=e8866be8dff1e2fea5082dd13dc7799a1cbc829f2e41a32891db411152153cb261d01be5807b&scene=27#wechat_redirect) - -8、[初识网络爬虫之夜探老王家](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486179&idx=2&sn=3a1b880c7f1b37d095359b35ff96e9b4&chksm=e8866a01dff1e31711d7fb093a96f54eaf374b46c686b0ea4e49d6f926018ad5b6c27aebfa9d&scene=27#wechat_redirect) - -9、[不懂爬虫也能轻易爬取数据的 6 大工具](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486085&idx=1&sn=51c740e1d848f1624a5a8e582434f661&chksm=e8866a67dff1e371de89a64503591ae0c42b67cd43434fa394125f09a2f65bc23817a266ac13&scene=27#wechat_redirect) - -### 2.9 实用系列 - -1、[你抢不到的火车票，我帮你！](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484972&idx=1&sn=19ac660b61f046c5d419acdae7f394a6&scene=21#wechat_redirect) - -2、[30分钟教你快速搭建一个顔值超高的博客](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485045&idx=1&sn=8b250c0c174e418e2025d86f42c695b6&scene=21#wechat_redirect) - -3、[用Python写一个表白神器让你七夕脱离单身](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485021&idx=1&sn=123b39391d11e9c7160b47a4c6a3dcb1&scene=21#wechat_redirect) - -4、[用 Sphinx 搭建博客时，如何导流到公众号？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484848&idx=1&sn=80ae18e7f53a64e62ac9c0ef0c21362e&scene=21#wechat_redirect) - -5、[10 行 Python 代码写 1 个 USB 病毒](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484832&idx=1&sn=43c353856c7dd9ea2cb1a9bbcd077fa2&scene=21#wechat_redirect) - -6、[废旧 Android 手机如何改造成 Linux 服务器](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485279&idx=1&sn=7166a2c9445438eaaf63a25b598e5427&scene=21#wechat_redirect) - -7、[如何将手机打造成 Python 开发利器？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485256&idx=1&sn=2e646e28287707c67c22fbe68112e622&scene=21#wechat_redirect) - -8、[我用 Python 做了一回黑客，批量破解了朋友的网站密码](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485156&idx=1&sn=05142ae7b4bf7e97ebe042e394aa7084&scene=21#wechat_redirect) - -9、[手把手教你安装Win+Ubuntu双系统](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485030&idx=1&sn=8383a7306381f36781957b807fa93961&scene=21#wechat_redirect) - -10、[一篇文章让你的 MacBook 进入超神状态](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484906&idx=1&sn=b2c3c969e53beae53aa7be7959227b5b&scene=21#wechat_redirect) - -11、[情人节来了，教你个用 Python 表白的技巧](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485701&idx=1&sn=ef7f0b83e60f397c1839259b275575bf&chksm=e88669e7dff1e0f1317ec429cf9e70442bb3a08ec46efe9a0d06f4ec9847574ea30b53904670&token=1148998814&lang=zh_CN#rd) - -12、[“Hack” 微信实战：如何用 Python 分析微信群聊记录？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486141&idx=1&sn=8b32c57dce0f3a33127c39c9cd35509e&chksm=e8866a5fdff1e349f16f677304716e40a305e60168fe7e30361de675dad5dfa956c9d7c79089&scene=27#wechat_redirect) - -13、[5 行 Python 代码生成自定义二维码](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488795&idx=2&sn=8e03e01e861753f7ccf3adeb1f3cb848&chksm=e88675f9dff1fcef328c69b1519743fcc3ae83b80dd3d66cb934acb346781497f83c5a9051a5&scene=27#wechat_redirect) - -14、[女朋友背着我，用 Python 偷偷隐藏了她的行踪](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487175&idx=1&sn=c3ba19bdbcb6fd59b37ff04d02bce63b&chksm=e8866e25dff1e733b31386fda99271eefadc77b3e0579df4d74617b561ecf0fa0db70f9f2860&scene=27#wechat_redirect) - -15、[zip 解压炸弹? ？在 Python 面前，啥也不是..](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491841&idx=2&sn=307a29d71776f6d1c68567a16727a7e5&chksm=e88581e3dff208f55a48081cb8f951ca7d977c9b1ec3ac9aaf26bc8c53904ac0e15035e5c680&scene=27#wechat_redirect) - -16、[把你的朋友变成表情包？Python：So easy](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493765&idx=2&sn=cd3cd2a891cb3bc47956ac3bc8a06dd1&chksm=e8858867dff20171241f81274eec097f48ea23558029b42a3e7565833c8a62d20e52d2dea87e#rd) - -17、[超干！如何建立一个完美的 Python 项目？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493789&idx=1&sn=7f0f4c40e410a3cfb01706dd9c8c8fc6&chksm=e885887fdff2016930accb8ea6d4e2cb67d4d6983ca716148da7f63c62a6b96f518497ed2575&token=58703854&lang=zh_CN#rd) - -18、[10 个“疯狂”的 Python 项目创意](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493963&idx=2&sn=e4ff38bc55f4ad4d990191e81a316421&chksm=e88589a9dff200bff3e65c19744e59dd3407a48ff5b104bc7b71771762b331daca5c7772892a#rd) - - -## 03. 数据分析 - -### 3.1 基础库 - -1、[有关 NumPy 和数据表达的可视化介绍](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485295&idx=1&sn=6220c2ed0d73feade0c9691fbf214ba7&scene=21#wechat_redirect) - -2、[快速提升效率，这6个 Pandas 技巧一定要知道](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491909&idx=2&sn=3f3bf16784689a5e8bd5f9ef9478040f&chksm=e88581a7dff208b12e25ddaf6a047abc47878eee56f85309b6618cfd92a4dfeb2445f23e2f05#rd) - -3、[50题 讲透 matplotlib ：从入门到精通](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486026&idx=1&sn=7b333759709c30fe442732b7a107e3c1&chksm=e8866aa8dff1e3be37f5169ac53bbcf71a76514e99fbbcbe458ec15aa1204d988ad44d689eb3&scene=27#wechat_redirect) - -### 3.2 数据可视化 - -1、[可视化01｜一图带你入门matplotlib](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485022&idx=1&sn=76d4270a15c430217588bd9f8be8303b&chksm=e88666bcdff1efaa35c6d685f19b04e62f58e768dc9d1819bcb9f8211f65d3fd83296259d923&token=1148998814&lang=zh_CN#rd) - -2、[可视化02｜详解六种可视化图表](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485020&idx=1&sn=7f82736e6a2e5442ed59c82d8e242ca4&scene=21#wechat_redirect) - -3、[可视化03｜用正余弦学习matplotlib](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485019&idx=1&sn=9d44ee27fd888831e94845d6d0256deb&scene=21#wechat_redirect) - -4、[可视化04｜子图与子区难点剖析](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485014&idx=1&sn=90dbdf17f049c152944a4c28642df249&scene=21#wechat_redirect) - -5、[可视化05｜绘制酷炫的GIF动态图](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485007&idx=1&sn=1464dee30d006ddb5111f9827b0c4081&scene=21#wechat_redirect) - -6、[可视化06｜自动生成图像视频](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485002&idx=1&sn=f09c089328eb0fe39721b73272c81214&scene=21#wechat_redirect) - -7、[可视化07｜50个最有价值的图表](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484920&idx=1&sn=92eb2fd55f13a8bda75a7103a73f8d50&scene=21#wechat_redirect) - -8、[ 可视货08｜利用 Flask 动态展示 Pyecharts 图表数据的几种方法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485658&idx=1&sn=f78e976889de52c0ce35e862bafacd8a&chksm=e8866838dff1e12e41b8f2dd1a43dc540ff39484ae64831332d233b5a4f7ca3b439d370ef1ed#rd) - -9、[一个没法商用，但是好玩有趣的 Python 手绘图形库！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491212&idx=2&sn=66a5fd4f672b668aee6bb2c3a01a92f6&chksm=e8867e6edff1f77813b2b59f6219d18041963e6011afa1a590925c71ebd79c7e90b03e82c606&scene=27#wechat_redirect) - -10、[如何使用 Python 绘制一套动态图形？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488616&idx=1&sn=ef094168fc5ff4c46a66b2068cb1011e&chksm=e886748adff1fd9cc9f9f3ed3b2210c9f9f2c770458b3207f9fd6b12ee37a5451e9444b41e59&scene=27#wechat_redirect) - -11、[一文学会制作 6 种炫酷的 Python 动态图](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486111&idx=2&sn=fadf51d43bc468c58ba6885db3006e7a&chksm=e8866a7ddff1e36b5815a9693150799d5925727f5a425e642fd136283ff4a58b7f19ba9da39d&scene=27#wechat_redirect) - -12、[如何使用 Python 绘制一套动态图形？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488616&idx=1&sn=ef094168fc5ff4c46a66b2068cb1011e&chksm=e886748adff1fd9cc9f9f3ed3b2210c9f9f2c770458b3207f9fd6b12ee37a5451e9444b41e59&scene=27#wechat_redirect) - -13、[超硬核的 Python 数据可视化教程](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492265&idx=2&sn=2aede70646f9ee34ad526d2d99b6549e&chksm=e885824bdff20b5d428dbb09daeae2f3e96f1362372bf6ffb16fae1f06263703379873025d43&scene=27#wechat_redirect) - -14、[收藏！最全的可视化学入门算法教程（Python实现）](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491520&idx=1&sn=55804b80dcc56a3923255abf58e08968&chksm=e8867f22dff1f6340a7f61f7796a1e78bd695278a340351860efc244c8a9bbf80cc02bbfaf05&scene=27#wechat_redirect) - -15、[50 款数据可视化分析工具大集合，总有一款适合你](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490737&idx=1&sn=f447d6e27504611baf8a4ad4056c6e5a&chksm=e8867c53dff1f5450ff808baec53797bd772cdd3c0e43f2f0c278cd4b8867223d5591ab2aa7d&scene=27#wechat_redirect) - -16、[用Python画漂亮的专业插图 ？So easy！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490251&idx=1&sn=14df276f09201930fdc413d8f9a772df&chksm=e8867a29dff1f33fd0f85cf4412c42cc1145e917b3cd06e158aa31356525799033dd8c6e620f&scene=27#wechat_redirect) - -17、[太好玩了，看看我用 Pyecharts绘制的“时间轮播图”](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489657&idx=2&sn=6359a534033c0a6f21af28a7d9f8b768&chksm=e886789bdff1f18d6719558e305453cba2b6c8a55d66c9bcb6dd5678209d89c1594d87de0a87&scene=27#wechat_redirect) - -18、[实战！用60行Python代码画出30万条房产数据分析图](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489032&idx=1&sn=6b9c7281d3090783a9a486b81f749789&chksm=e88676eadff1fffcec00d3c44ee9b34496dc886417da55aeabed017d496da85d442f205c227d&scene=27#wechat_redirect) - -19、[刷爆全网的动态条形图，原来5行Python代码就能实现！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492725&idx=1&sn=964c45002220761dafcf537d5f9fe802&chksm=e8858497dff20d8175b87ddb1997b1dd71c91a03a92e60611718fdbf2bdbe3cee41d239b360d&scene=27#wechat_redirect) - -20、[这 10 个 Python 可视化动图，学会了就吹牛了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493551&idx=2&sn=dee235d803b491163f74a49f5cf0d12f&chksm=e885874ddff20e5bf639454c226f6e74e5180dbab3803db08c2bd72d67347aa52dede40da4c9#rd) - -21、[牛批了，1行python代码就可实现炫酷可视化](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494580&idx=2&sn=bf87885645377449f3a94d6d8122e1f6&chksm=e8858b56dff2024046c48ccf0ff087c42fa2608c0d0b6183ea61ffb85278a9c52138cdfbef13&scene=27#wechat_redirect) - -### 3.3 工具使用 - -1、[ 整理了 50个 IPython 的实用技巧](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485613&idx=1&sn=70f89faf2573b3025edc73f525f22a0a&chksm=e886684fdff1e159509d30fd0a24854da39fb5a6ae55e0ed6e40b7971d3219968006f80aad7b#rd) - -2、[ Jupyter NoteBook 的使用指南](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485024&idx=1&sn=aac0db4b2c97c7f5c2871342b936eaa2&chksm=e8866682dff1ef947ec6474b8c03f668e462232ebd0ec0f137d42e5e63b9b66a3d9e303c1caf&token=1148998814&lang=zh_CN#rd) - -3、[Jupyter Notebook最常用的五大配置技巧](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491411&idx=2&sn=88c290af7793ddc024cf2a39875b97e8&chksm=e8867fb1dff1f6a731077d749b1ea44fd558995f3448e27da9becf7b035ed777774d1b0bb0ec&scene=27#wechat_redirect) - -4、[强烈安利！这十二个 IPython 魔法命令](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488777&idx=2&sn=3b14fe7faa4d2a26b702c15ebe6b6103&chksm=e88675ebdff1fcfd471dc84c802dab2c37889d59e55711c5d521c80fdbf38291b4092b840083&scene=27#wechat_redirect) - -5、[真香！安利 6 个 Python 数据分析神器](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488619&idx=1&sn=0c6c76b9deaa4f1976dcacaaee018312&chksm=e8867489dff1fd9fa2b0ac08696c4dae1b48054ca64aefef6d2117179dbbffbfe4ae9d1a4f81&scene=27#wechat_redirect) - -6、[使用 pyecharts 打造酷炫的 BI 大屏](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487730&idx=2&sn=b2ee3058d63ebf702f3f0f9a6ca9c623&chksm=e8867010dff1f90686948269ca5e0907d726fc775029cc414285d71c0176ce859b818d2e34d5&scene=27#wechat_redirect) - -7、[酷炫的动态可视化交互大屏，用Excel就能做！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486295&idx=2&sn=2826a69402912a70955209192e761c4d&chksm=e8866bb5dff1e2a30d374d5f46afa1cb9d952a0c939701b9f8b5bc52df4169d5e2da30236505&scene=27#wechat_redirect) - -8、[像操作Excel一样玩Pandas，这款可视化神器太棒了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493689&idx=1&sn=2e614500c8359e4b87de55128fe69593&chksm=e88588dbdff201cd761e20605f10f1aa9525d6d89072cbbc9a307e35788b8a425c2044d337d4#rd) - -9、[8 个 Jupyter Notebook Tips，隐藏得太深了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494062&idx=2&sn=860539d7eae82c53791cd7a2eb005536&chksm=e885894cdff2005ae9169c7dfabe3760c19eded392ec18805f1d763ad8dce77c21150698178a&scene=27#wechat_redirect) - - -## 04. 开发工具 - -1、[代码调试｜无图形调试工具 - pdb](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484969&idx=1&sn=a99fc31865edc4b439707d2be6f66654&scene=21#wechat_redirect) - -2、[代码调试｜远程调试图文超详细教程](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484970&idx=1&sn=9ac9c5dfcdc8c6b48a7b4c9854825734&scene=21#wechat_redirect) - -3、[优化Python开发环境的几个技巧](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485131&idx=1&sn=f1bd7b31a3624f015c74f56a8888a695&scene=21#wechat_redirect) - -4、[让你重新爱上 Windows 的小众软件](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484964&idx=1&sn=1479536416788a6c55dddef70167eb88&scene=21#wechat_redirect) - -5、[Python 的命令行参数解析工具](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484960&idx=1&sn=3456d9a05b35588b060833ceb189db6e&scene=21#wechat_redirect) - -6、[搜索神器 EveryThing，你把它的潜力用到极致了吗？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484894&idx=1&sn=59877fe818739175d3d075458594f563&scene=21#wechat_redirect) - -7、[开发工具｜盘点 Xshell 的那些奇淫技巧](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485043&idx=1&sn=8c240e569c60607cd4cea8888a6aa2e1&scene=21#wechat_redirect) - -8、[告别996，全靠这个Python补全利器](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484824&idx=2&sn=8f20af371954dfd2a5c890bb5814b4c9&scene=21#wechat_redirect) - -9、[学会这21条，你离 Vim 大神就不远了！](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484902&idx=1&sn=d677261fda90b67bf5eda886447a4f77&scene=21#wechat_redirect) - -10、[用 Python 做开发，做到这些才能一直爽](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484874&idx=1&sn=abffab70b1e265ede1fd3b994dedab90&scene=21#wechat_redirect) - -11、[这款神器，能把 Python 代码执行过程看地一清二楚](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484878&idx=1&sn=9bc941ff19ec38e7c7137a22df981f27&scene=21#wechat_redirect) - -12、[如何把自己的 Python 包发布到 PYPI？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484835&idx=2&sn=f24a415d47d4122c4d6b1a6ccf254a51&scene=21#wechat_redirect) - -13、[谁说 Vim 不好用？送你一个五彩斑斓的编辑器！](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484872&idx=2&sn=ce718e511b754fe936172724a824a716&scene=21#wechat_redirect) - -14、[迄今为止，我见过最好的正则入门教程（上）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484831&idx=1&sn=077d14410db6a906c3b962f0ba18b2d4&scene=21#wechat_redirect) - -15、[迄今为止，我见过最好的正则入门教程（下）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484830&idx=1&sn=4d48b1c7f2b5234992732f8f15b868df&scene=21#wechat_redirect) - -16、[Win 平台做 Python 开发的最佳组合](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484837&idx=2&sn=68935077ae9eeb6fe4f708565aa0a9ed&scene=21#wechat_redirect) - -17、[15 款Python编辑器的优缺点，别再问我“选什么编辑器”啦！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492759&idx=1&sn=6c6e6606fd9da9d2b951bda9e8a1b223&chksm=e8858475dff20d638f4b731a44dd48fe01a68f16480bcaed2516fc7d3d56c61cc6c62afccb9d&scene=27#wechat_redirect) - - - -### 4.1 PyCharm - -1、[受用一生的高效PyCharm使用技巧（一）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484946&idx=1&sn=12a891db18e9d1233535fa4aca9a3892&scene=21#wechat_redirect) - -2、[受用一生的高效PyCharm使用技巧（二）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484942&idx=1&sn=9dbb2cfe2a277bd3519d37414fcc608e&scene=21#wechat_redirect) - -3、[受用一生的高效PyCharm使用技巧（三）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484932&idx=1&sn=347b35ccdee94895652caa86191360c8&scene=21#wechat_redirect) - -4、[受用一生的高效PyCharm使用技巧（四）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484918&idx=1&sn=66b3fd784050e5cb85109faa3d063993&scene=21#wechat_redirect) - -5、[受用一生的高的PyCharm使用技巧（五）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484914&idx=1&sn=cd1282f94f9326647b05ad9090afd2c8&scene=21#wechat_redirect) - -6、[受用一生的高效PyCharm使用技巧（六）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484907&idx=1&sn=647a75b96884b39c57664f62ead11b89&scene=21#wechat_redirect) - -7、[受用一生的高效 PyCharm 使用技巧（七）](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485372&idx=1&sn=3ed61c4ccbb089358213304cd70bb0f7&chksm=e886675edff1ee487911e922279675264916dd08120f5f40113f37dc080b94c7bf9ad67719c4&token=1148998814&lang=zh_CN#rd) - -8、[代码调试｜远程调试图文超详细教程](https://mp.weixin.qq.com/s?__biz=MzU4OTUwMDE1Mw==&mid=2247484304&idx=1&sn=7612f0c2fd6232723ca2733fb1e8f46d&scene=21#wechat_redirect) - -9、[手把手教你打造一个顔值超高的IDE](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485052&idx=1&sn=2e0bb1a3af4206fd2cf8e3650f695e6b&scene=21#wechat_redirect) - -10、[玩转 PyCharm ，这篇文章就够了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487629&idx=1&sn=9a19cbcce2effcc242cc8d6d33cd2762&chksm=e886706fdff1f97955e73495c0be5b104f834d569d75e9e1470417f79e1d19ff4937683484ad&scene=27#wechat_redirect) - -11、[用动画展示 Pycharm 十大实用技巧](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486118&idx=1&sn=990c35adb86919bda2f2cb82e7c5fb9e&chksm=e8866a44dff1e35200244e3d369ad6c0f736d3511dcfb086b7641339e20ae62e35b8fd60bdd9&scene=27#wechat_redirect) - -### 4.2 VSCode - -1、[这 21 个VSCode 快捷键，能让你的代码飞起来](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484893&idx=1&sn=421b544115efad388314ccd027761b40&scene=21#wechat_redirect) - -2、[神技巧！在浏览器中也能用 VS Code](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484859&idx=2&sn=70abd19426374271a10cbef8e1645c7a&scene=21#wechat_redirect) - -3、[生产力终极指南：用了两年，如今才算真正会用VS Code](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492595&idx=2&sn=a39a7cb70908d442a399ac80a272f90e&chksm=e8858311dff20a0782cca942c7e9f3444bb443cf816fd05d76c5f7c234930afacb6c948802bf&scene=27#wechat_redirect) - -4、[VS Code的7个开源替代品，全都知道算我输！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490251&idx=2&sn=ef0eca9da6eff8405a5a48d89a6b2e54&chksm=e8867a29dff1f33f29487864efb1389b02705d81d0198df581b5b71085ff238f24ffe99f154c&scene=27#wechat_redirect) - -5、[再见了，PyCharm](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489522&idx=1&sn=d7d45dba4a7c9e2f010d09f757639a19&chksm=e8867710dff1fe0657a16b6087ad4a50fdceb8f324bef5f950b3320e33e09ce10d1fa045827d&scene=27#wechat_redirect) - -6、[微软推出 Pylance，改善 VS Code 中的 Python 体验](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489006&idx=2&sn=58f6dbe10cba98cebab0fd19f124e4df&chksm=e886750cdff1fc1a6cfe249a2f76213fef1a789f4a5006704e33d00b9abadde489af7052a8a9&scene=27#wechat_redirect) - -7、[VS Code 连接远程服务器运行 Jupyter Notebook](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486773&idx=2&sn=75b2453513b1445d9881f5ec8c1f44d1&chksm=e8866dd7dff1e4c167b27eccec9a6469b7988d6b05010160247b3e1a549764201807212ed581&scene=27#wechat_redirect) - -8、[GitHub 发布重磅更新：你电脑上的 IDE 可以删了？！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486295&idx=1&sn=e5bd46de0616fad6105d2e46a359cd3d&chksm=e8866bb5dff1e2a37058e1cbc502863f8b8a885a493b7ef9f5e442a1b554ffeb0ae09d77026e&scene=27#wechat_redirect) - -9、[用 VS Code 写 Python，这8个扩展装上后无敌了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492505&idx=1&sn=ba354ab86500280d46038d2fa2f3572b&chksm=e885837bdff20a6dd2d4411719e44a3b88371b5006e9dc2b2580e6862f3161e70cb339240512&scene=27#wechat_redirect) - -### 4.3 好用的库 - -1、[使用 Python 远程登陆服务器的最佳实践](https://mp.weixin.qq.com/s/aRXYAP9D9rgil-0_Etb0SQ) - -2、[这么设置 Python 的环境变量，我还是第一次见](https://mp.weixin.qq.com/s/LcjIPZPSg0KbL9X-i6vigg) - -3、[太强了！Python中完美的日志解决方案](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485741&idx=1&sn=505c06669baa44873171a3eed81f32b4&chksm=e88669cfdff1e0d91635b75f54998667e04bfb05a1aebae096930bd23acdd9d35ea858861bb2#rd) - -4、[如何使用 Python 操作 Git 代码？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485723&idx=1&sn=35511b71347111c00a9e1633309efd13&chksm=e88669f9dff1e0ef7aec03f2bdbddb8408bf12a57a36add441b75e486dd72df13be7629625ab#rd) - -5、[用它5分钟以后，我放弃用了四年的 Flask](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485657&idx=1&sn=e21ddc5b670a9b667135df2ca97ec99c&chksm=e886683bdff1e12d9e1d64a7f5bfbc65ca2372711cd9b08ef36ce0cdd99811ce44ff162585df#rd) - -6、[整理了 34 个被吹爆了的Python开源框架](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485653&idx=1&sn=edd893dd711b3681aa0bacdf8ab384fd&chksm=e8866837dff1e1216f6fbf413118f839e6e1dc5ed7b45117df55f13e25670c5ffba34966abff#rd) - -7、[ 为了选出最合适的 http客户端，我做了个测评](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485651&idx=1&sn=647c22ac66e469ccc33478457dadf224&chksm=e8866831dff1e1279149ff1e3af84bef86d24c524b7b7c14e9c519cf7c4739fa8f10dcc4a8d0#rd) - -8、[凭什么 FastAPI 火成这样？看这篇文章就知道了](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485891&idx=1&sn=82bde3e83435ebb6beb7e3581f12f7b0&chksm=e8866921dff1e0376befb029e9f1d81f33b0fa55242182f8de20d2a6e6b0cce0b5efd02f9aef&token=2013245174&lang=zh_CN#rd) - -9、[要想 BUG 变得富有美感，这个库你一定要看](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485889&idx=1&sn=0258eb138dce2c71b533d340770d5d09&chksm=e8866923dff1e03548dee4f780b410c22b51e1c3ffde3ef814f6a9b94e49af941fc04c79a660&token=2013245174&lang=zh_CN#rd) - -10、[如何使用 Python 输出漂亮的表格？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485841&idx=2&sn=705c123abed5441a52f8640b65f3c400&chksm=e8866973dff1e0650e4b2e025d0e86b3aedeb7ea8f68ad560f37cb033f36660b6eee15fb3ce4&token=2013245174&lang=zh_CN#rd) - -11、[用 Python 写出来的进度条，竟如此美妙~](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492108&idx=2&sn=2fa1e31f9684df6d6f3da21aa4cba6e5&chksm=e88582eedff20bf886c29d480245d835c0a3fbea49e54909abbeb703bb7149d4e3444202e97c&scene=27#wechat_redirect) - -12、[推荐一些能提高生产力的 Python 库](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491947&idx=2&sn=765ca757e0aee7fd4dd3f7779f409ff3&chksm=e8858189dff2089f74a97972c1f213291a8680a766b328a74c609f465f7dcf16c324df57a660&scene=27#wechat_redirect) - -13、[规整字符串的数据提取神器：parse 库](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491617&idx=1&sn=b77cd25d6c92f86c1492f913edcb51c7&chksm=e88580c3dff209d500525bbc81464034ca431c92603b5ec83046faaac7ca4c012034964805e0&scene=27#wechat_redirect) - -14、[微软再出神器，这次终于对 Python下手了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491407&idx=1&sn=0044bf683ddc4799ef2e7c04fb75ebf8&chksm=e8867faddff1f6bbbae3e716e7b686eeb4a5b49f19a2fb2b8743ae2e641ee529189d313f6fe8&scene=27#wechat_redirect) - -15、[这个 Python 库有点黑科技](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491241&idx=1&sn=700979655adce734f5300e7ee380d4ab&chksm=e8867e4bdff1f75d355b34ca8561844c920a2434357350e06a87c99cdbdfb094ee29e7957988&scene=27#wechat_redirect) - -16、[适合 Python 入门的 8 款强大工具！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491088&idx=2&sn=23cd3b06b8117a5d996d258dd9c0eb23&chksm=e8867ef2dff1f7e479ad5a633295f1be0fc272f6b4de2526c21129b2dee23cb517e51b508f8f&scene=27#wechat_redirect) - -17、[这些Python库虽然冷门，但功能真的很强大！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490868&idx=2&sn=7bda9c9021cd26eb43d752f6ff84dbe7&chksm=e8867dd6dff1f4c0398b427f13787c99f24cea2a7b2c7b10fbc3316b0215b3ea861f197e604f&scene=27#wechat_redirect) - -18、[那些被低估了的 Python 库，看看你用过几个？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490782&idx=1&sn=2c710eca844da200dac14ab017ffcdb3&chksm=e8867c3cdff1f52a86c291e34e458f57bd5572c6fdeb75cdb84fdfba2d9bb1731067dca7d195&scene=27#wechat_redirect) - -19、[用 Python 写出这样的进度条，刷新了我对进度条的认知](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490326&idx=1&sn=867061f4ad793e957161c30be77ef9bb&chksm=e8867bf4dff1f2e2f1cdc5af4366540d33fc0edfc52810af09b82a590fcd6ec4c5c2d7a528c6&scene=27#wechat_redirect) - -20、[少有人知的 Python "重试机制"，请了解一下 tenacity ](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489274&idx=1&sn=7ddc4505f932b386ee22c7873ff5df1a&chksm=e8867618dff1ff0ea5aa55c6acfeb85944028f1bb0be7fb2697f4ec018de297579b797ce048b&scene=27#wechat_redirect) - -21、[一个极具意义的 Python 前端开发工具](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489090&idx=1&sn=1e7ee21422440dc32d7a9a40eaab6c4e&chksm=e88676a0dff1ffb6731df2996d3a4011eebdd8af4926920eefb30d086fa909943179e83d8957&scene=27#wechat_redirect) - -22、[非常实用的 Python 库，推一次火一次](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493413&idx=1&sn=2405d851af05549d5cb5f79353fdc393&chksm=e88587c7dff20ed1c2f93c9a042b293eae294f17bf13cbbebdf50682c8fd24e09e4647dbbe6b&scene=27#wechat_redirect) - -23、[新一代 Notebook 的神器出现，替代 JuPyter 指日可待](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493296&idx=2&sn=075bc9476933eec961bc2e9a7245d2d0&chksm=e8858652dff20f44a4d9cb30ad03841bc991a0efc2a63e63b04d5c8f68b3c6a67fbfa884551e&scene=27#wechat_redirect) - -24、[使用 Python 下载的 11 种姿势，一种比一种高级](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493230&idx=2&sn=8d356b9e0a9d597fbca1ef6ea2f8ca4d&chksm=e885868cdff20f9a2d220f18ecc27909c1217568728f213f492bf566578da5742190bcff4862&scene=27#wechat_redirect) - -25、[一个非常好用的 Python 魔法库](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493501&idx=1&sn=fc2575646311350cb47f6caed6102539&chksm=e885879fdff20e89c9600b6147885523fa0dbb7182fdf458c5aad5cd76ba6b415d25694f6bed#rd) - -26、[终于来了！！Pyston v2.0 发布，解决 Python 慢速的救星](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493602&idx=1&sn=3ba266f9460d94eb4d16c50bffe3ca94&chksm=e8858700dff20e1621fa34dae0b983c38fbcb5575d03f4c951c34a6d0a5f3b81e6c61fddd68a&token=58703854&lang=zh_CN#rd) - -27、[献给 Python 开发人员的 25 个最佳 GitHub 代码库！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493878&idx=1&sn=f476bbed89543828b54e7c9fcd93abbb&chksm=e8858814dff20102b366afa61e870c2d82d3f8fd332dbf39f3824867a3f8b5e7a5ad4b0bfb89#rd) - -28、[求你了，别再用 print 调试代码了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494015&idx=1&sn=dc0dd7179d00d074e3013658760fe41d&chksm=e885899ddff2008be8fde435d8ed2fb80057386aa13f8eee273fd02e8c1ca99201130881380e#rd) - -29、[爱了爱了！0.052秒打开100GB数据，这个Python开源库火爆了！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494268&idx=1&sn=db20e8232caa59512c852dcd723e3a46&chksm=e8858a9edff2038857440f061ec0cef305011d967dfd738df8187f10a2f44d90e3fd7c07e946&scene=27#wechat_redirect) - -30、[用 Hypothesis 快速测试你的 Python 代码](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494299&idx=2&sn=d8af7430ff62c90179491a097a5b43fd&chksm=e8858a79dff2036fae8f7ec05e6827c52cb27149d00a32f9a7dea9ab0e8ed1736fe4b0b3495c&scene=27#wechat_redirect) - -31、[微软最强 Python 自动化工具开源了！不用写一行代码！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494621&idx=1&sn=61d9f8b7557cb2ff517fde1a414b219d&chksm=e8858b3fdff2022954d383579b6392362e99e99af4a6309028dfa6ddd7bfc90a02c85d599b50&scene=27#wechat_redirect) - -## 05. 网络基础 - -1、[点亮你的 HTTPS？原来这么简单！！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492265&idx=1&sn=46b095516bf3c0ebfc367ab64f8fd42c&chksm=e885824bdff20b5db2861a411a07653135ffbafaa1e772588bcf86cf9ad54433a0ff492355ad&scene=27#wechat_redirect) - -2、[手绘 10 张图，把 CSRF 跨域攻击、JWT 跨域认证说得明明白白的](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489610&idx=1&sn=c9442c4ad370c318ea7ebafb26208b9c&chksm=e88678a8dff1f1bec43cd601b0c0e3eaff32d168dc2ad69f6273e27f2e6d72b49b7585046057&scene=27#wechat_redirect) - -3、[网络出了问题，如何排查? 这篇文章告诉你](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488835&idx=2&sn=edac7045eb00479481365334ba198f50&chksm=e88675a1dff1fcb76f10049aa97ade7c0669fc1a8c32649a810c1d43b37c7dbe964c17b0730f&scene=27#wechat_redirect) - -4、[肝了三天，万字长文教你玩转 tcpdump，从此抓包不用愁](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488684&idx=1&sn=9a9d717a6c00f978c6575cb934c5c942&chksm=e886744edff1fd58ebb593338484013442c8c2f481497d6c5246cabce3ad43c1ee28299f9098&scene=27#wechat_redirect) - -5、[三张图彻底搞懂 iptables 和 netfilter](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488534&idx=1&sn=44856bba34b906930780535a7000a5af&chksm=e88674f4dff1fde263c119bb66a5fa879e6c07b12d50035552dbd529757bedc45a3a41823013&scene=27#wechat_redirect) - -6、[tcpdump / wireshark 抓包及分析](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488505&idx=2&sn=5e7d7a204c9eef4537fd352090086685&chksm=e886731bdff1fa0d3ba2c9a951fdbd849858a58ea630adab247f3b8b3ff7e76d7de022a8270d&scene=27#wechat_redirect) - -7、[100 个网络基础知识，看完成半个网络高手](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488490&idx=1&sn=a8725e200b3ac351ab4f0a2b6d112199&chksm=e8867308dff1fa1e1d55c89b691394902d5c7f8965063acd8551ad14269135d603f7bef22281&scene=27#wechat_redirect) - -8、[网络知识扫盲：扒开 TCP 的外衣，我看清了 TCP 的本质](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488180&idx=1&sn=09526224732ebfcccb52847f27298c70&chksm=e8867256dff1fb40c9f47bafd0e87a9237c5a9ebf33c8a3d0a598276b496d29cdaa3fbff8d26&scene=27#wechat_redirect) - -9、[网络知识扫盲：一篇文章搞懂 DNS](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487859&idx=1&sn=55c2c40b807a6bd7036763e99954f063&chksm=e8867191dff1f88743bf88b809471926245a0ec3ef9c9d2c9f311d99533ed5656b7b3617431c&scene=27#wechat_redirect) - -10、[路由器里的广告秘密](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489132&idx=2&sn=4cf42aeef93396f7665a06b2d1dc7fba&chksm=e886768edff1ff98bbd9572d85ddd97ef91ad8d19fdd951c15520cd9756d2c40a53d7cd8111c&scene=27#wechat_redirect) - -11、[10张动图，让你搞懂计算中很重要的名词](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487331&idx=2&sn=70146e780ca63c55ca3446a5e238b487&chksm=e8866f81dff1e6974610866f756b099e0b8bed5389cfa594f4b94b6092ae31db305b1485aadd&scene=27#wechat_redirect) - -12、[数字证书、签名到底是什么？这篇文章讲得太好了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493263&idx=1&sn=8b26b39da435b619d1344b4aca79b9f7&chksm=e885866ddff20f7b936601facff760969e1ba36d981a9d26920f0acce65c96562ebffcb7d954&scene=27#wechat_redirect) - -13、[为何无法使用 ip 访问网站？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484976&idx=1&sn=503d75faea7a633729ec90d6f26e21a2&scene=21#wechat_redirect) - -## 06. 实用工具 - -### 6.1 Linux - -1、[值得收藏的 14 个 Linux 下 CPU 监控工具](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485356&idx=1&sn=9dc2f440299ad179e1874febdffa04d6&scene=21#wechat_redirect) - -2、[19 个没什么用，但是”特好玩“的命令](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485142&idx=2&sn=97b0f02f8f0153b1c7ba4899359d55e4&scene=21#wechat_redirect) - -3、[相见恨晚的15个 Linux 神器，你可能一个都没见过](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484887&idx=1&sn=3473df33893a23b4de1e176985a5265e&scene=21#wechat_redirect) - -4、[这 22 款 CLI工具，每一个都是精品](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491148&idx=1&sn=92b194ad574e8b793ebb608319c7d1df&chksm=e8867eaedff1f7b8e257ce6e80890cef6aa72b9078d20a0e1f0241a1c05f660c69891b6a7d12&scene=27#wechat_redirect) - -5、[Github 热榜项目：如何让你的终端酷炫到没朋友](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488641&idx=2&sn=c8ea38a8e216f123ca320d3ec8449bc0&chksm=e8867463dff1fd7522e9556f3ca97bb691ea92625ca664919dddabd35ead37dbd06a16b75b17&scene=27#wechat_redirect) - -6、[如何在1s内创建上百G的超大文件？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487906&idx=1&sn=a892ae3f3ab0ed0a2a20cf5d51ff1c65&chksm=e8867140dff1f85674d8c01df3c3d4a92cc75cdd34c68c3b86f8c5eb660f500f033ed35deef8&scene=27#wechat_redirect) - -7、[千万不要运行的 Linux 命令](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486845&idx=2&sn=31c1ba636db4d687b16b10981833bfbc&chksm=e8866d9fdff1e48976cab2cb62e3b4a4e2e373aeaa0e961847e49cd13ec4ea417b5162fa165b&scene=27#wechat_redirect) - -8、[不想装系统？这8个网站让你在线体验 Linux](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486303&idx=1&sn=fc6c9b73fcb12c5c0c8257e223c8f657&chksm=e8866bbddff1e2ab5edf8b3d4783bcc65975c0385c140d1c954e7d4949e334b9d6ed92ae98a2&scene=27#wechat_redirect) - -### 6.2 版本管理 - -1、[关于 Git 和 GitHub，你所不知道的十件事](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485232&idx=2&sn=c3314e79af9029bdd76ae187f7b4eb19&scene=21#wechat_redirect) - -2、[关于 Git 图谱，这一篇文章讲得很细。](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485179&idx=2&sn=a9f0a8a669d70c0dccedf71a530d1d93&scene=21#wechat_redirect) - -3、[如何巧妙处理 Git 多平台换行符问题(LF or CRLF)](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485333&idx=2&sn=4e8e95e5cb12d27ea6b510aaaf15b4c0&scene=21#wechat_redirect) - -4、[这 7 个高级技巧，不会还怎么玩GitHub](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484940&idx=1&sn=9ad168943b03dff09d53e5d73e13ed46&scene=21#wechat_redirect) - -5、[ 神器！这款VSCode插件能填满Github绿色格子](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485595&idx=1&sn=65df21ab0b4042953dd8257bea8b1848&chksm=e8866879dff1e16fff97584467f2f1728f9c2da007894ae062e9201d53b82a30054036f8e81e#rd) - -6、[Git 中冷门却又非常需要的高级用法](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485890&idx=2&sn=528df28585ec16114324e391dbfebab4&chksm=e8866920dff1e036d5da7f5dfe3c944ef8b13d72f022d72b209117120c7e27ebb71036b99893&token=2013245174&lang=zh_CN#rd) - -7、[别乱提交代码了，来围观下大厂的 Git 提交规范](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486877&idx=1&sn=f14a8add6cee89f8312c7077e4e1ed22&chksm=e8866d7fdff1e4691e6b3627fdd7963942d4d568a1e1ba1d7e8ba81944e6afaadc6923429006&scene=27#wechat_redirect) - -8、[盘点提高国内访问 Github 的速度的 9 种方案](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491802&idx=2&sn=30df1c954dd8505639c6cd71c0e37d76&chksm=e8858038dff2092eed0b603635b648f2c52d720e98536aee1d50b774c9feac6b25fec6ca9a7c&scene=27#wechat_redirect) - -9、[工作流一目了然，看小姐姐用动图展示10大Git命令](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486154&idx=1&sn=9a409d493eb789c66cb5c3596195582c&chksm=e8866a28dff1e33e13148dbb98dd8a3899392481f4806805bc96de3b6dc7a954ef3eb899bace&scene=27#wechat_redirect) - -10、[如何用 GitHub Actions 写出高质量的 Python代码？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485985&idx=2&sn=ec7a102012096847b8fdf7156d9260f3&chksm=e8866ac3dff1e3d53d2ae587e0769b1c42ab0176a7982751fc9a740ae45fe1a592691f373dcc&scene=27#wechat_redirect) - -11、[连 Git 都玩不转，还写什么代码？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493645&idx=2&sn=d9408f63f9afccd28482e41efe2ba11e&chksm=e88588efdff201f9d3cc513591ad0c7b791616e8ca10a7b091038094b8b52eb1f2585c22e799#rd) - -12、[5 个 Git 工作流，改善你的开发流程](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494114&idx=2&sn=f75412a52b9c36e268decf013fffa6de&chksm=e8858900dff2001686dc51e3227a9565f7e97033539a1f2af3d9f38aad87b55a8b5d2ea6d405&scene=27#wechat_redirect) - - -### 6.3 数据库 - -1、[写给程序员的 MySQL 面试高频 100 问](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485321&idx=1&sn=30432df24d4e7858a475192bcf233914&scene=21#wechat_redirect) - -2、[开发人员必学的几点 SQL 优化点](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485892&idx=1&sn=e0b526002a5568391e75fb0cac60ab0b&chksm=e8866926dff1e0303f2717e95ff801c2550d97812c1a775cc232d48183af802db1be54f26105&token=2013245174&lang=zh_CN#rd) - -3、[再见，Navicat！同事安利的这个 PyCharm 的兄弟，真的香！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490040&idx=1&sn=754ca33e3ddbde88ee1b7b918e89d39c&chksm=e886791adff1f00c3cd0ac513cae55ac3bbb2732c637433d15bf42c22139dd54ee47f399b492&scene=27#wechat_redirect) - -4、[太牛逼了！一款软件几乎可以操作所有的数据库!](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492595&idx=1&sn=b83bab19f921bcd104caf3ed0f1cf0e3&chksm=e8858311dff20a070cd8063efbca76c74439b18f6c8863f3da14621afb082d246f204ccdba92&scene=27#wechat_redirect) - -5、[硬核！15张图解Redis为什么这么快](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494364&idx=2&sn=c1fcdfda4df97a61cf765f2b5ef1873d&chksm=e8858a3edff20328886dc88e78a2b6ea670825a3e4531d635a1bb5684671c293ac67fa079e68&scene=27#wechat_redirect) - -6、[败家玩意儿！Redis 竟然浪费了这么多内存！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494605&idx=2&sn=3e7c69fece14132d8c8df75cf282c19f&chksm=e8858b2fdff202393289d3aa73f5702ab53afb27758a64bfe4288e4489d68a896411fb33c7c2&scene=27#wechat_redirect) - -### 6.4 Chrome - -1、[推荐 8个 超实用的 Chrome 插件](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484925&idx=1&sn=110e4da78a20e8b5721f00bb36ba9d4c&scene=21#wechat_redirect) - -2、[没有这 42 款插件的Chrome是没有灵魂的](https://mp.weixin.qq.com/s?__biz=MzU4OTUwMDE1Mw==&mid=2247485016&idx=1&sn=ba38963413ee2926f6f5e69b1427491d&scene=21#wechat_redirect) - -### 6.5 Windows - -1、[没钱买 mac？一招教你如何让 Windows 秒变 macOS](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492484&idx=2&sn=d82c0faaf39c420729fba238c65d2fc8&chksm=e8858366dff20a70abbabb14693f265d7fdb1c831cd2b464c9cf1ce8431feb4f07cbb76627ec&scene=27#wechat_redirect) - -2、[微软太良心，这么强大的软件竟然完全免费！](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491841&idx=1&sn=80c8c0247f9100e29f7066c874400755&chksm=e88581e3dff208f503da7dafdee037e8db578186dbef79df648c054f54c6e86b9336ff86bde3&scene=27#wechat_redirect) - -3、[双系统的日子结束了：Windows和Linux将合二为一](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491306&idx=1&sn=dfdbc7e02b54622c2eed5f36501444f0&chksm=e8867e08dff1f71e02038aa720fdd99c524adbc6687c2f32070af638b713a154f0f9767205cc&scene=27#wechat_redirect) - -4、[这个只有1.5M的软件，能让你的网速快3倍](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488856&idx=1&sn=8a96c373b04c4ce7d78c7f87f5928c1e&chksm=e88675badff1fcac0086cb2ec20845821d2441d0909b9a3395b249744217944b1fb8f3e442c9&scene=27#wechat_redirect) - -5、[原来，我一直都不会用Windows](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494412&idx=2&sn=044b47f18f70e5179c5e5c84cb6f4ec4&chksm=e8858beedff202f8728666709b385c476fe41c7d41ed1c63e40afd198db5fe27fbeed2c1639b&scene=27#wechat_redirect) - -### 6.6 其他工具 - -1、[整理了 11 个好用的代码质量审核和管理工具](https://mp.weixin.qq.com/s/DH_TOA3Cr3y37yZ5F4bU5A) - -2、[11 个最佳的 Python 编译器和解释器](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485682&idx=1&sn=31b1b68432ca1f1db3866fb0f670270b&chksm=e8866810dff1e106a21c63c1ee198069223047afc72482c1f14ee4f473211aca85273c57d529#rd) - -3、[太酷了！用上这 5 款神器后，你写的代码逼格瞬间爆表](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486248&idx=1&sn=ff17f64475d82e99d32e35f290a49edd&chksm=e8866bcadff1e2dc2ba61ca6a0f63fd753d60e77891ee0ae93207890ee891a9097a6d27b5695&scene=27#wechat_redirect) - -4、[我最喜欢的云 IDE 有哪些？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485965&idx=1&sn=3457ed667d64773bd83bdc3432c06dc7&chksm=e8866aefdff1e3f9407dce655688e2899c177c17a6472b0d50c15e2454cd6450165aee81877d&scene=27#wechat_redirect) - -5、[整理了6个好用的程序员开发在线工具](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489186&idx=2&sn=6099d58947654ddb35b43d7067d574d6&chksm=e8867640dff1ff56fb33df9d0de1ea820f14f3690d11184b1fcf02fa9480450a0b5639a754df&scene=27#wechat_redirect) - -6、[Github上这些可视化面板也太好看了吧](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488270&idx=1&sn=459867f1761d29e4a46f2e450e3ea975&chksm=e88673ecdff1fafaa0f1f89c9739b928e0227ac54059d4ff96c15faf8b88cd3752a929e018e1&scene=27#wechat_redirect) - -7、[腾讯终于良心了！桌面混乱终于有救了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492724&idx=1&sn=58cc2c03fffcbc87995a9927b6168ba7&chksm=e8858496dff20d80365246706c32bfebceb008f28cc04cb420cddd73cd50446495d02204099b&scene=27#wechat_redirect) - -8、[奇技淫巧：在 ssh 里面把服务器的文本复制到本地电脑](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493550&idx=2&sn=2619c1402e8951ff812c69994d922eb0&chksm=e885874cdff20e5adfcd9a95bf199cfcb73fbc7962c6de11c42240e3741eb5b5de75cc711649&token=58703854&lang=zh_CN#rd) - -9、[真神器！不用手写一行代码就能做网站~](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494412&idx=1&sn=6789d2aa73a05671c219db659d5ad739&chksm=e8858beedff202f880c3255210e7880bb7c56ad378a1f7b9b82f4e2f24126e4ef8ca7c435103&scene=27#wechat_redirect) - -10、[用 Python 使用 Google Colab？岂止是炫酷](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494533&idx=2&sn=58e2fd5fc63936d89853c5d550293d00&chksm=e8858b67dff2027179fd492d796d537bad57caf830e0aa3fbd51061cd91bd7c7f3f2ce56eb80&scene=27#wechat_redirect) - -## 07. 代码优化 - -### 7.1 算法讲解 - -1、[策略模式：商场促销活动背后的代码哲学](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484937&idx=1&sn=61b81dddfb20d80060fee5f22ab28d5f&scene=21#wechat_redirect) - -2、[算法教程｜八张图带你轻松理解经典排序算法（上）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485042&idx=1&sn=b9e8503905be5a960119c2893995fb6d&scene=21#wechat_redirect) - -3、[算法教程｜八张图带你轻松理解经典排序算法（中）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485041&idx=1&sn=12d05e0316c8866e3876c3ed484ced15&scene=21#wechat_redirect) - -4、[一次忘记密码引发的算法思考](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484981&idx=1&sn=96f49ab2225c61b45601b68521135dd6&scene=21#wechat_redirect) - -5、[程序员走楼梯都会思考的一道题](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484993&idx=1&sn=36cc1466ed73af2fcf4a8430368a62ee&scene=21#wechat_redirect) - -6、[以为是高性能神仙算法，一看源代码才发现...](https://mp.weixin.qq.com/s/L_OvCcpIFKBLckLBvit8UQ) - -7、[ 用Python手写十大经典排序算法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485494&idx=1&sn=1580e9fc17086bc83e30b0fa4c850bd8&chksm=e88668d4dff1e1c27a26b31fda2f0e413be83519aa9dd0e3c8d3cfd08a2478eb2596ed7ba535#rd) - -### 7.2设计模式 - -1、[单例模式告诉你只能娶一个老婆](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484921&idx=1&sn=493d0a492277ecb223ddfff9de8720ff&scene=21#wechat_redirect) - -### 7.3 代码优化 - -1、[看了同事的代码，我忍不住写了这份代码指南](https://mp.weixin.qq.com/s/goqj1YVdKV171LLpjtXruQ) - -2、[怎样才能写好一个 Python 函数](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485416&idx=1&sn=85b14857e795a92985230ba3f51b73f6&chksm=e886670adff1ee1c7f4266d4e3b931d2e3d1de4dff30dc869eae2cd174da7f54080787f60a1b#rd) - -3、[三个异常处理的好习惯](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484947&idx=1&sn=2bd31279dd9714045ed4dc5481b44208&scene=21#wechat_redirect) - -4、[超实用的 30 段 Python 案例](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484866&idx=1&sn=9c85dd1b58f319bb0339e2db577a0be6&scene=21#wechat_redirect) - -5、[删除系统 Python 引发的惨案](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485386&idx=1&sn=59eed0894159f4d0599be3fb787b5201&chksm=e8866728dff1ee3ef9fb7a0464df481306be11d9aeba944804e7ea74e660501d42e159ada7fc#rd) - -6、[提速72倍，在Python里面调用Golang函数](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492536&idx=2&sn=360f13b4678fcc6a6f14ee6221474285&chksm=e885835adff20a4ca2025c926c754b9bf6accc6b5b7021f97878163491122ea97d2721c279f6&scene=27#wechat_redirect) - -7、[这一行代码，能让你的 Python运行速度提高100倍](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492321&idx=1&sn=87dc6b52a0c63b8326bcc50b2c7b3a68&chksm=e8858203dff20b15d1e4730e2851d7523c30db9b404fdfa5b1b19978a1e326e2205e3d6bf7ac&scene=27#wechat_redirect) - -8、[三行Python代码，让数据处理速度提高2到6倍](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491111&idx=2&sn=d27c6398b82749a20c46490b8fdd900f&chksm=e8867ec5dff1f7d3e9f95f221a2f33003bec76da1f0c002f97a59c7887cf460c887e1ad5a579&scene=27#wechat_redirect) - -9、[一文教你节省 90% 的内存占用](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489739&idx=1&sn=6589629f52a3a6ec18e67a3ca4952616&chksm=e8867829dff1f13fa87b08ecd09ce319dbd955c8ee15b44c60509e171f1920a6da600075dcd0&scene=27#wechat_redirect) - -10、[写出漂亮 Python 代码的 20条准则](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488402&idx=1&sn=231c2954b0ccca44a18268ab80ddbe88&chksm=e8867370dff1fa66a12d6af4adb66a1d80cbccbf9093c3a8b966a406bf5d8fc005a08166ef45&scene=27#wechat_redirect) - -11、[阅读优秀的项目代码，几点实用的经验分享](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487922&idx=2&sn=c330d9b4c7bbc1b838e8a9fe90283c27&chksm=e8867150dff1f846628f181ff9687ebf91ba5d06f7721a67bf746698c6f02ea398cdc33c5a0d&scene=27#wechat_redirect) - -12、[一行 Python 代码实现并行](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487299&idx=2&sn=5dffb95993b6fd87c6a3dd1a56b56814&chksm=e8866fa1dff1e6b78239ffa2fe8d124e4ee3af2b7b71f8e9593bdeae2221fcd2afa2b5773e26&scene=27#wechat_redirect) - -13、[代码被反编译了？这两个小技巧能帮到你](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487287&idx=1&sn=05c7ca030257db25623e98ed5d302878&chksm=e8866fd5dff1e6c3219dc6d78717411f716bfa38d89a34ed64a88c0702765258fd34b4edd428&scene=27#wechat_redirect) - -14、[一份可以令 Python 变快的工具清单](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486107&idx=1&sn=83a3f95fea5cb2c24d7f44bf11f2acdb&chksm=e8866a79dff1e36ff4e6c8c546568bca0a36ea3de0550bd87a785ed9ce5cbda4a6d84b5b5fc9&scene=27#wechat_redirect) - -15、[记一次 Python Web 接口优化](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486053&idx=1&sn=862e6fbaa8a85a4a10ee35d9eba00196&chksm=e8866a87dff1e391399c252ffcb3168ef1f4c85d5ea52d6f43ceaf81e3f7cb3e548f6de505df&scene=27#wechat_redirect) - -16、[翻车了！pyc 文件居然曝光了我的密码](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487730&idx=1&sn=eed309620be1092cf5af030be6b354ff&chksm=e8867010dff1f90611e155156075c2479bab5c9237e8a514a2c7ffe2a317ba16baa30b76d9c9&scene=27#wechat_redirect) - -17、[没有什么内存问题，是一行Python代码解决不了的](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492724&idx=2&sn=a84245d93d4191f157bac3e6a38d7066&chksm=e8858496dff20d808bb6ce5876bb0669a72722b6f90ec74f3b43de49ca1e07101c410138e113&scene=27#wechat_redirect) - - -## 08. 冷技巧集锦 - -### 8.1 冷知识 - -1、[Python那些不为人知的冷知识（一）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485031&idx=1&sn=e5ab670ce6485a50c4b7eeaee11e6f34&scene=21#wechat_redirect) - -2、[Python那些不为人知的冷知识（二）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485029&idx=1&sn=5db54b5777348e827c274cd932a15a15&scene=21#wechat_redirect) - -3、[Python那些不为人知的冷知识（三）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485009&idx=1&sn=92e268c20c6f01278e220e11397cc2f0&scene=21#wechat_redirect) - -4、[Python那些不为人知的冷知识（四）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485001&idx=1&sn=5a02f8c912518d15a0b96319cf2da7d1&scene=21#wechat_redirect) - -5、[Python那些不为人知的冷知识（五）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484997&idx=1&sn=5b8cf44b62550e1bd67284fb2b0780dc&scene=21#wechat_redirect) - -6、[Python那些不为人知的冷知识（六）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484990&idx=1&sn=bd28368eff832ba2b24a64f637a6d0c8&scene=21#wechat_redirect) - -7、[Python那些不为人知的冷知识（七）](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484874&idx=1&sn=abffab70b1e265ede1fd3b994dedab90&scene=21#wechat_redirect) - -8、[Python 之父为什么嫌弃 lambda 匿名函数？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492291&idx=2&sn=3cfdde7bc5e7b55aae00a30c63abe562&chksm=e8858221dff20b3719dfed632d181b95599b843006ae0c2186b5c69593ee7c22c5a5d2c82509&scene=27#wechat_redirect) - -9、[Python 到底是强类型语言，还是弱类型语言？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491532&idx=1&sn=a86bccc1d270390331c36205d3e46497&chksm=e8867f2edff1f6388d80289bff567445c2c9c9414efec74e4a308f7e8a1cabf662c8fc0a6cc0&scene=27#wechat_redirect) - -10、[Python 为什么不支持 i++ 自增语法，不提供 ++ 操作符？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489219&idx=2&sn=0dfa7ae7d4dcdda538b35bbea80b34e4&chksm=e8867621dff1ff372969bf3901835e67a1bfa7cb72709b491987fda3daa0e5f8d15a86c2b6b5&scene=27#wechat_redirect) - -11、[Python 为什么没有 main 函数？为什么我不推荐写 main 函数？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489175&idx=2&sn=2f8f9fb4b31c91ef71d1f34841da6450&chksm=e8867675dff1ff63e6e1f28eec9f18c41c30c050118eb65cde6960e5f6ee5866d7515f2b0040&scene=27#wechat_redirect) - -12、[Python 列表的这 8 个实用技巧，你都 OK 么？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489032&idx=2&sn=38d3985803cb5b6ed10e4cc11972eff7&chksm=e88676eadff1fffc88a3a3a2e3815b2abff43318c597344857c9c5f7806b6b0e6c457b33842d&scene=27#wechat_redirect) - -13、[Python 为什么不用分号作终止符？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488816&idx=2&sn=6bc8aa32d9a266cbffabcd87664e75fd&chksm=e88675d2dff1fcc4e845a90903bda5dfe59262a2b60533045a03e574076e92aa6f30974a73f5&scene=27#wechat_redirect) - -14、[Python 为什么推荐蛇形命名法？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488517&idx=1&sn=8b449c2d7c831600be6c5d57e9cb0837&chksm=e88674e7dff1fdf1ab8092ac3cdd2f3978ee6b219daa18a5407c390f62e11448c39455437bb0&scene=27#wechat_redirect) - -15、[Python 为什么用 # 号作注释符？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489657&idx=1&sn=820a070f05096dbe2bdb979fc9492cdb&chksm=e886789bdff1f18d420ee3efa8f85468303690232c4005f775191b0a84a1921430e37aa7e74f&scene=27#wechat_redirect) - -16、[!/usr/bin/python与#!/usr/bin/env python的区别](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486008&idx=2&sn=8637cdc12799f084cd5ecdba9534fb76&chksm=e8866adadff1e3cc49b369dddfaeecc1d9b51f13de1f2733266b2f9fc8426d9e3944a15eb074&scene=27#wechat_redirect) - -17、[pip install 和conda install有什么区别吗？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487164&idx=2&sn=18de23de9c79f3c20e5a432bb675c262&chksm=e8866e5edff1e748cb6c83d2f4368cbab805fd7bfd41820b60da22061818e8d84548ac14714c&scene=27#wechat_redirect) - -18、[Python 什么情况下会生成 pyc 文件？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486071&idx=2&sn=533257b9b6156bd5588199b349266a3d&chksm=e8866a95dff1e383991b311dc73994ca103c380433a620c5bdf9f8d09b1c49daa74dce6ea941&scene=27#wechat_redirect) - - -### 8.2 冷技巧 - -1、[让Python中类的属性具有惰性求值的能力](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485759&idx=2&sn=e32b66c4666f96f84572738549a47a24&chksm=e88669dddff1e0cb0a4b6e6e965c9570b273236fa58a54351ae3b118d6a4bcbd52e452109a63&token=1148998814&lang=zh_CN#rd) - -2、[ 小技巧：如何在 Python 中实现延迟调用](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485689&idx=2&sn=43e35ff93918ef090480672d4685bce3&chksm=e886681bdff1e10dd0edee95c73a977da51fdeb514dcf8c3bb88f7f9aacc22ce155f45e84268#rd) - -3、[整理了 18个 Python 高效编程技巧](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491418&idx=1&sn=89c35f5d69a54196bd7f32a64171e05d&chksm=e8867fb8dff1f6aee18414c89c31ce118550ba11b645e2e4f6014af4d15d319decc000a70c91&scene=27#wechat_redirect) - -4、[Python 程序报错崩溃后，如何倒回到崩溃的位置？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488434&idx=1&sn=e2b4ca12b228c16e944ff36abec53e22&chksm=e8867350dff1fa46ee7799e460d2b304dbb0c227d33a39d18099761c205319d99a9b4135f9fa&scene=27#wechat_redirect) - -5、[如何用简单的位操作实现高级算法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487151&idx=1&sn=5376f42c8990027132deb52a6b66307e&chksm=e8866e4ddff1e75b3af85905177130d23118254d42e9452930cc784b209cdf294d9bb73aa247&scene=27#wechat_redirect) - -6、[如何限定Python函数只能被特定函数调用](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490777&idx=2&sn=6572f957117e0a0256da2b85c7221a37&chksm=e8867c3bdff1f52d045cadb962a2da16b015d8455147afe374cf3067dd89c580e1f9514d57d0&scene=27#wechat_redirect) - -7、[pylint 除了检查代码风格，居然还能...](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491737&idx=2&sn=f6781d158c5af171f1b916ee7b0c7a68&chksm=e885807bdff2096dc1580abbba594ed1cc1c0994c06f6bd5ede233df0593a43842f7af3e2f8b&scene=27#wechat_redirect) - -8、[让Python在退出时强制运行一段代码](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486207&idx=2&sn=5586a204b9537d37c02b9926a01719dc&chksm=e8866a1ddff1e30bb77d72ba0013d870f80e0029546729f0e8c65512c4969f5f0733f60ecddf&scene=27#wechat_redirect) - -9、[不使用 if-elif 语句，如何优雅地判断某个数字所属的等级？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486167&idx=2&sn=a31cbf6d3526bfc860b0daa69889193f&chksm=e8866a35dff1e323ed958858223dda1af6ae0d371be0037c35f9ae6894e776dec1ee53c2a00b&scene=27#wechat_redirect) - -10、[涨姿势了，raise...from... 是个什么操作？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486001&idx=1&sn=b9a89305dae7d4f57105be1d274fae43&chksm=e8866ad3dff1e3c51b5fa132147b9f9c9e4ba14b41c5409e62e2f2696d1389c6ac4ddd1e7bec&scene=27#wechat_redirect) - -11、[一些我日常使用的 Python 技巧分享](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488382&idx=2&sn=f2b090fe47bb56e0463126c69726bf10&chksm=e886739cdff1fa8a65ce4869a8bdb8fbd28396e3fbcdac2a4441b7c58ba5c77cea1765858146&scene=27#wechat_redirect) - -12、[5年 Python 功力，总结了 10 个开发技巧](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488243&idx=1&sn=66d2f534ddcbed582e7ba734b53701f5&chksm=e8867211dff1fb07f2edcebfda9e7863ee57266c15d4276bc89c2ee69baafc46fbc0e85fe703&scene=27#wechat_redirect) - -13、[我发现了个 Python 黑魔法，执行任意代码都会自动念上一段 『平安经』](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490548&idx=1&sn=c71772cc40992d8912fd8a3fa1607038&chksm=e8867b16dff1f20081431362c99fb981d0cd75f2bd5baf981b7db18e08492138aab10f98efb8&scene=27#wechat_redirect) - -14、[实用技巧分享：如何批量更新已安装的库？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487862&idx=2&sn=a1c092467b471db82060b395c341be6c&chksm=e8867194dff1f882da87863f4d4a4ccbd687daa0b4a742dc6d01fd01d0a6ca6c5fb7cc28629b&scene=27#wechat_redirect) - -15、[如何导入父文件夹中的模块并读取当前文件夹内的资源](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493878&idx=2&sn=36c70addd7c0c0640d1285ab590410e4&chksm=e8858814dff201026397c7b08034ad513c4b9e5dcf8307325951ae4077e386f87f5685ca528f#rd) - -16、[用 Python 读取资源文件？这个技巧保你涨姿势](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494041&idx=2&sn=3b3a43157290f0ff542185982aa4b537&chksm=e885897bdff2006dd634e39ccc3c753704ad0f74e2fec95249d0d7f0c30bee85426ef86028e0#rd) - -### 8.3 炫技操作 - -1、[Python 炫技操作(01)：条件语句的七种写法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485991&idx=1&sn=98e17f91d2f66f62c9aa644c03d8259d&chksm=e8866ac5dff1e3d3f6810a3f9e388d46d95945af9748baea0380ecec83c768eaac09738cf959&scene=27#wechat_redirect) - - -2、[Python 炫技操作(02)：合并字典的七种方法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486080&idx=1&sn=f1c5c4fc5363a1d787b9ae9baba0d07b&chksm=e8866a62dff1e374ad1e5ae2e51bc6cbeb41f631899cde980555ded61be840f0fe6c76c44b7d&scene=27#wechat_redirect) - -3、[Python 炫技操作(03)：连接列表的八种方法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486132&idx=1&sn=3827cf8672d4121b77225dbf9d377d69&chksm=e8866a56dff1e34094f2f834a613800480c0cdb078ab5656640fcb8c445ffa020b175b0f55cb&scene=27#wechat_redirect) - -4、[Python 炫技操作(04)：海象运算符的三种用法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486158&idx=1&sn=0bd0647702a1599082e5bf1710d89e37&chksm=e8866a2cdff1e33ab4465d88497ea3505ad8fe614365eec7592a8c75053a6c8218206807c1a3&scene=27#wechat_redirect) - -5、[Python 炫技操作（05）：花式导包的八种方法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486799&idx=1&sn=1be136d4e45c1b6f8a5eda567aaf259d&chksm=e8866daddff1e4bbddc0164ae795d6c302e36226cb3ba76ffc57e5c993b0861ef4ad693c2a56&scene=27#wechat_redirect) - -6、[Python 炫技操作（06）：判断是否包含子串的七种方法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491171&idx=2&sn=4596043fb72b75a04a778942c61cc2af&chksm=e8867e81dff1f7979e21f58716b3ce3e09f8515829b15acd5169dd3f160e302d617a1b94cb2d&scene=27#wechat_redirect) - -7、[Python 炫技操作（07）：模块重载的五种方法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247492817&idx=1&sn=cfb52d1a3f88a61e7b22a63306dac0e9&chksm=e8858433dff20d25f06ac0b5b767121907a4679b9e6da0905694d15c432ba596ce7b202ec7bb&scene=27#wechat_redirect) - -8、[Python 炫技操作（08）：五种 Python 转义表示法](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247494334&idx=1&sn=9f55122545b7b5d81049af27eff7800c&chksm=e8858a5cdff2034a8158b14669aaf695656c1227428ce86f22b19230769b5b45104b0a885205&scene=27#wechat_redirect) - -9、[最全总结：把模块当做脚本来执行的 7 种案例及其原理](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490904&idx=1&sn=ca3725510c7510965cbc76bd1bf06949&chksm=e8867dbadff1f4acb08c0daf08272ca61757909b0b73a4cde1aa4d86965c149c40f44417f7d0&scene=27#wechat_redirect) - -10、[这个 Python 炫技操作千万不要用，别问我怎么知道的？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491171&idx=1&sn=27d55a4b8b717450f1ab0596263f453f&chksm=e8867e81dff1f7975674ab7fcc0019654ae0e867db045fb575623f91cb143801d03aa365be2d&scene=27#wechat_redirect) - -11、[涨见识了，在终端执行 Python 代码的 6 种方式](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488283&idx=1&sn=24a78834ec3434a90ca7c3e6e972495c&chksm=e88673f9dff1faef908c43a41133f65695a68579e0edb2d7b15f131d9be26bcf919d66a7d9e3&scene=27#wechat_redirect) - - -## 9. 云计算 - -1、[一份面向初学者的云计算通识指南](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484908&idx=1&sn=3085e048da685440408e1bdc54feb4aa&scene=21#wechat_redirect) - -2、[ 如何探测虚拟环境是物理机、虚拟机还是容器？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485401&idx=2&sn=8bfb6e1a71e0777a4d5e55f64b55ace5&chksm=e886673bdff1ee2d8acce291e402cd2ae0c7f64e455fdeea158eb53e535ee79b2aadc449935e#rd) - -3、[超详细教你如何阅读 OpenStack 源码？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485899&idx=1&sn=7a578a553c67e794ef6ec2f463864a46&chksm=e8866929dff1e03fa8152751967106e9262980db6afdff106fe9e39854d24d25494b3e8a3a4e&token=2013245174&lang=zh_CN#rd) - -## 10. 职场相关 - -1、[一个专科生的 Python 转行之路](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485012&idx=1&sn=751796e63a30d84be01486619b5fb806&scene=21#wechat_redirect) - -2、[一个机械生的Python转行自述](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484979&idx=1&sn=6513e940bc7c0677dedf7efff80aa4c6&scene=21#wechat_redirect) - -3、[自学 Python后端开发 到什么程度可以找工作？](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485010&idx=1&sn=e76d031f91633f9bfde9da36d8dcf996&scene=21#wechat_redirect) - -4、[工作不是游戏，写给编程新人的五点建议](https://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247484984&idx=1&sn=0934415cc48004ae76345dcfb8e33b94&scene=21#wechat_redirect) - -5、[Python 从业十年是种什么体验？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485601&idx=1&sn=0dbebc02002ab01a8cd42265822ff81c&chksm=e8866843dff1e15509f2a9d2cd551b2360607cf88e73e5d3036388716ee57949d726dcea209c#rd) - -6、[40条提升编程技能的小妙招](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489765&idx=2&sn=79287da847c25ce0d72db6a33eb0c5a0&chksm=e8867807dff1f111043fe22bbfc776a52331c28abf85c2f658cbbaba3235c4e9d3c070c44d8c&scene=27#wechat_redirect) - -7、[我，一个靠GitHub打赏谋生的码农，年入十万美元](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247488934&idx=1&sn=56f51b946908ed89a58b311fc77f47d6&chksm=e8867544dff1fc52e30288685c89e86cefd063d5d37f5b1aba5fb30fd3665cf18346533cad96&scene=27#wechat_redirect) - -8、[5 年 Python 的我，总结了这 90 条写 Python 程序的建议](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247487323&idx=1&sn=1b6594d63319faaadefad1f5e178235f&chksm=e8866fb9dff1e6af732304c8f3645cecca8b4bfa4158e45b0ea6c5167c2675bd748ce23e8239&scene=27#wechat_redirect) - -9、[Python这么慢，为啥大公司还在用？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489132&idx=1&sn=55dda8a6a10429b3a7016393bc058493&chksm=e886768edff1ff981d67b2ecfe52ebf5b8dbc0085289e6bd3f8a6c6631ee6fc4a633fb6bc4b8&scene=27#wechat_redirect) - -## 11. 通用文章 - -1、[假如有人把支付宝存储服务器炸了，你的存款会怎样？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247485171&idx=1&sn=d6e2e24f68f3c6eb35e880f32e12d4ab&chksm=e8866611dff1ef0791cf5aae05697592cb804010aecd783a8592f7a90a387645fe4b47a376ea&scene=27#wechat_redirect) - -2、[手机没网了，却还能支付，这是什么原理？](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493296&idx=1&sn=8dae2411c61b7e5ab4a1fcdf45b86c79&chksm=e8858652dff20f44519c328ba22b4f22c8b2320bc1464319e98d6084697dfab3ef2346a5cf49&scene=27#wechat_redirect) - -3、[Chrome 的小恐龙游戏，被我破解了...](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491911&idx=1&sn=1dcab055e480fe626d50b0324ed5b9f1&chksm=e88581a5dff208b3fbf88017c15ccfa966eec3b25e4804a72401773d7b87d5b6a2bcd8db9ac7&scene=27#wechat_redirect) - -4、[深扒微信多开的秘密后，我竟然发现了个 bug](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247489704&idx=1&sn=a33559f22517c744367a660f78dbb25a&chksm=e886784adff1f15c1524f90487d6957c86dee0f5c499528630f43b62320b28e66977afe4d884&scene=27#wechat_redirect) - -## 12. 明哥的作品 - -1、[太赞了！《Python 黑魔法指南》终于面世了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247486834&idx=1&sn=f5b94c3a520624786162f78246e60246&chksm=e8866d90dff1e486a3dae97aaf347e83834c8cf204849e5f9ae23dc9fdf0c470f97e0298cf74&scene=27#wechat_redirect) - -2、[《Python黑魔法指南》全新版本 v2.0 上线发布](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247490543&idx=1&sn=449a1c7adfafdd5cf37874ed67620e89&chksm=e8867b0ddff1f21b9d622ba7a53b35143cd7fbb3da0d7c091b3d2cdd71d817a4397a99fa424e&scene=27#wechat_redirect) - -3、[明哥写了两个月，这 200页《PyCharm 中文指南》 终于可以发布了](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247491716&idx=1&sn=76a9f3ad5163a9ffdbaf0fefd0259261&chksm=e8858066dff20970fa9988675154fff6a6f84793a80b8ea1d6fe5d5bbb5bc816d2feabc50664#rd) - -4、[一个明哥真正意义上的个人网站，现在来啦~](http://mp.weixin.qq.com/s?__biz=MzIzMzMzOTI3Nw==&mid=2247493207&idx=1&sn=ced486f99dc7d9ab665849da1016ceb1&chksm=e88586b5dff20fa32db6f3074ee954cbe30b34846c5852d8772184a41e9ad58293947e22095d&scene=27#wechat_redirect) - - - ---- - - - -都看到这儿了，还不点个关注嘛? `*^_^*` - -![](http://image.iswbm.com/20201024132326.png) +![](http://image.iswbm.com/image-20201223232526927.png) + +

+ Build Status + + + + +

+ + + + +## 在线阅读 + +在线阅读：http://python.iswbm.com + +## Contents + +![](http://image.iswbm.com/image-20201223231728222.png) + + + +- **第一章：安装运行** + * [1.1 【环境】快速安装 Python 解释器](http://python.iswbm.com/en/latest/c01/c01_01.html) + * [1.2 【环境】Python 开发环境的搭建](http://python.iswbm.com/en/latest/c01/c01_02.html) + * [1.3 【基础】两种运行 Python 程序方法](http://python.iswbm.com/en/latest/c01/c01_03.html) +- **第二章：数据类型** + * [2.1 【基础】常量与变量](http://python.iswbm.com/en/latest/c02/c02_01.html) + * [2.2 【基础】字符串类型](http://python.iswbm.com/en/latest/c02/c02_02.html) + * [2.3 【基础】整数与浮点数](http://python.iswbm.com/en/latest/c02/c02_03.html) + * [2.4 【基础】布尔值：真与假](http://python.iswbm.com/en/latest/c02/c02_04.html) + * [2.5 【基础】学会输入与输出](http://python.iswbm.com/en/latest/c02/c02_05.html) + * [2.6 【基础】字符串格式化](http://python.iswbm.com/en/latest/c02/c02_06.html) + * [2.6 【基础】运算符（超全整理）](http://python.iswbm.com/en/latest/c02/c02_07.html) +- **第三章：数据结构** + * [3.1 【基础】列表](http://python.iswbm.com/en/latest/c03/c03_01.html) + * [3.2 【基础】元组](http://python.iswbm.com/en/latest/c03/c03_02.html) + * [3.3 【基础】字典](http://python.iswbm.com/en/latest/c03/c03_03.html) + * [3.4 【基础】集合](http://python.iswbm.com/en/latest/c03/c03_04.html) + * [3.5 【基础】迭代器](http://python.iswbm.com/en/latest/c03/c03_05.html) + * [3.6 【基础】生成器](http://python.iswbm.com/en/latest/c03/c03_06.html) +- **第四章：控制流程** + * [4.1 【基础】条件语句：if](http://python.iswbm.com/en/latest/c04/c04_01.html) + * [4.2 【基础】循环语句：for](http://python.iswbm.com/en/latest/c04/c04_02.html) + * [4.3 【基础】循环语句：while](http://python.iswbm.com/en/latest/c04/c04_03.html) + * [4.4 【进阶】五种推导式](http://python.iswbm.com/en/latest/c04/c04_04.html) +- **第五章：学习函数** + * [5.1 【基础】普通函数](http://python.iswbm.com/en/latest/c05/c05_01.html) + * [5.2 【基础】匿名函数](http://python.iswbm.com/en/latest/c05/c05_02.html) + * [5.3 【基础】高阶函数](http://python.iswbm.com/en/latest/c05/c05_03.html) + * [5.4 【基础】反射函数](http://python.iswbm.com/en/latest/c05/c05_04.html) + * [5.5 【基础】偏函数](http://python.iswbm.com/en/latest/c05/c05_05.html) + * [5.6 【进阶】泛型函数](http://python.iswbm.com/en/latest/c05/c05_06.html) + * [5.7 【基础】变量的作用域](http://python.iswbm.com/en/latest/c05/c05_07.html) + * [5.8 【进阶】上下文管理器](http://python.iswbm.com/en/latest/c05/c05_08.html) + * [5.9 【进阶】装饰器的六种写法](http://python.iswbm.com/en/latest/c05/c05_09.html) +- **第六章：错误异常** + * [6.1 【基础】什么是异常？](http://python.iswbm.com/en/latest/c06/c06_01.html) + * [6.2 【基础】如何抛出和捕获异常？](http://python.iswbm.com/en/latest/c06/c06_02.html) + * [6.3 【基础】如何自定义异常？](http://python.iswbm.com/en/latest/c06/c06_03.html) + * [6.4 【进阶】如何关闭异常自动关联上下文？](http://python.iswbm.com/en/latest/c06/c06_04.html) + * [6.5 【进阶】异常处理的三个好习惯](http://python.iswbm.com/en/latest/c06/c06_05.html) +- **第七章：类与对象** + * [7.1 【基础】类的理解与使用](http://python.iswbm.com/en/latest/c07/c07_01.html) + * [7.2 【基础】静态方法与类方法](http://python.iswbm.com/en/latest/c07/c07_02.html) + * [7.3 【基础】私有变量与私有方法](http://python.iswbm.com/en/latest/c07/c07_03.html) + * [7.4 【基础】类的封装（Encapsulation）](http://python.iswbm.com/en/latest/c07/c07_04.html) + * [7.5 【基础】类的继承（Inheritance）](http://python.iswbm.com/en/latest/c07/c07_05.html) + * [7.6 【基础】类的多态（Polymorphism）](http://python.iswbm.com/en/latest/c07/c07_06.html) + * [7.7 【基础】类的 property 属性](http://python.iswbm.com/en/latest/c07/c07_07.html) + * [7.8 【进阶】类的 Mixin 设计模式](http://python.iswbm.com/en/latest/c07/c07_08.html) + * [7.9 【进阶】类的魔术方法（超全整理）](http://python.iswbm.com/en/latest/c07/c07_09.html) + * [7.10 【进阶】神奇的元类编程（metaclass）](http://python.iswbm.com/en/latest/c07/c07_10.html) + * [7.11 【进阶】深藏不露的描述符（Descriptor）](http://python.iswbm.com/en/latest/c07/c07_11.html) +- **第八章：包与模块** + * [8.1 【基础】什么是包、模块和库？](http://python.iswbm.com/en/latest/c08/c08_01.html) + * [8.2 【基础】安装第三方包的八种方法](http://python.iswbm.com/en/latest/c08/c08_02.html) + * [8.3 【基础】导入单元的构成](http://python.iswbm.com/en/latest/c08/c08_03.html) + * [8.4 【基础】导入包的标准写法](http://python.iswbm.com/en/latest/c08/c08_04.html) + * [8.5 【进阶】常规包与空间命名包](http://python.iswbm.com/en/latest/c08/c08_05.html) + * [8.6 【进阶】花式导包的八种方法](http://python.iswbm.com/en/latest/c08/c08_06.html) + * [8.7 【进阶】包导入的三个冷门知识点](http://python.iswbm.com/en/latest/c08/c08_07.html) + * [8.8 【基础】pip 的超全使用指南](http://python.iswbm.com/en/latest/c08/c08_08.html) + * [8.9 【进阶】理解模块的缓存](http://python.iswbm.com/en/latest/c08/c08_09.html) + * [8.10 【进阶】理解查找器与加载器](http://python.iswbm.com/en/latest/c08/c08_10.html) + * [8.11 【进阶】实现远程导入模块](http://python.iswbm.com/en/latest/c08/c08_11.html) + * [8.12 【基础】分发工具：distutils和setuptools](http://python.iswbm.com/en/latest/c08/c08_12.html) + * [8.13 【基础】源码包与二进制包有什么区别？](http://python.iswbm.com/en/latest/c08/c08_13.html) + * [8.14 【基础】eggs与wheels 有什么区别？](http://python.iswbm.com/en/latest/c08/c08_14.html) + * [8.15 【进阶】超详细讲解 setup.py 的编写](http://python.iswbm.com/en/latest/c08/c08_15.html) + * [8.16 【进阶】打包辅助神器 PBR 是什么？](http://python.iswbm.com/en/latest/c08/c08_16.html) + * [8.17 【进阶】开源自己的包到 PYPI 上](http://python.iswbm.com/en/latest/c08/c08_17.html) +- **第九章：调试技巧** + * [9.1 【调试技巧】超详细图文教你调试代码](http://python.iswbm.com/en/latest/c09/c09_01.html) + * [9.2 【调试技巧】PyCharm 中指定参数调试程序](http://python.iswbm.com/en/latest/c09/c09_02.html) + * [9.3 【调试技巧】PyCharm跑完后立即进入调试模式](http://python.iswbm.com/en/latest/c09/c09_03.html) + * [9.4 【调试技巧】脚本报错后立即进入调试模式](http://python.iswbm.com/en/latest/c09/c09_04.html) + * [9.5 【调试技巧】使用 PDB 进行无界面调试](http://python.iswbm.com/en/latest/c09/c09_05.html) + * [9.6 【调试技巧】如何调试已经运行的程序？](http://python.iswbm.com/en/latest/c09/c09_06.html) + * [9.7 【调试技巧】使用 PySnopper 调试疑难杂症](http://python.iswbm.com/en/latest/c09/c09_07.html) + * [9.8 【调试技巧】使用 PyCharm 进行远程调试](http://python.iswbm.com/en/latest/c09/c09_08.html) +- **第十章：并发编程** + * [10.1 【并发编程】从性能角度初探并发编程](http://python.iswbm.com/en/latest/c10/c10_01.html) + * [10.2 【并发编程】创建多线程的几种方法](http://python.iswbm.com/en/latest/c10/c10_02.html) + * [10.3 【并发编程】谈谈线程中的“锁机制”](http://python.iswbm.com/en/latest/c10/c10_03.html) + * [10.4 【并发编程】线程消息通信机制](http://python.iswbm.com/en/latest/c10/c10_04.html) + * [10.5 【并发编程】线程中的信息隔离](http://python.iswbm.com/en/latest/c10/c10_05.html) + * [10.6 【并发编程】线程池创建的几种方法](http://python.iswbm.com/en/latest/c10/c10_06.html) + * [10.7 【并发编程】从 yield 开始入门协程](http://python.iswbm.com/en/latest/c10/c10_07.html) + * [10.8 【并发编程】深入理解yield from语法](http://python.iswbm.com/en/latest/c10/c10_08.html) + * [10.9 【并发编程】初识异步IO框架：asyncio 上篇](http://python.iswbm.com/en/latest/c10/c10_09.html) + * [10.10 【并发编程】深入异步IO框架：asyncio 中篇](http://python.iswbm.com/en/latest/c10/c10_10.html) + * [10.11 【并发编程】实战异步IO框架：asyncio 下篇](http://python.iswbm.com/en/latest/c10/c10_11.html) + * [10.12 【并发编程】生成器与协程，你分清了吗？](http://python.iswbm.com/en/latest/c10/c10_12.html) + * [10.14 【并发编程】浅谈线程安全那些事儿](http://python.iswbm.com/en/latest/c10/c10_13.html) +- **第十一章：代码美化** + * [11.1 【代码美化】如何更好进行变量的命名？](http://python.iswbm.com/en/latest/c11/c11_01.html) + * [11.2 【代码美化】写好函数的 6 个建议](http://python.iswbm.com/en/latest/c11/c11_02.html) + * [11.3 【代码美化】自觉遵守 PEP8 代码风格](http://python.iswbm.com/en/latest/c11/c11_03.html) + * [11.4 【代码美化】Pythonic 代码的 15 个案例](http://python.iswbm.com/en/latest/c11/c11_04.html) + * [11.5 【代码美化】写出漂亮 Python 代码的 20条准则](http://python.iswbm.com/en/latest/c11/c11_05.html) + * [11.6 【代码美化】择优选择 EAFP 和 LBYL 代码风格](http://python.iswbm.com/en/latest/c11/c11_06.html) + * [11.7 【代码美化】使用 flake8 保证代码风格](http://python.iswbm.com/en/latest/c11/c11_07.html) +- **第十二章：虚拟环境** + * [12.1 【虚拟环境】为什么要有虚拟环境？](http://python.iswbm.com/en/latest/c12/c12_01.html) + * [12.2 【虚拟环境】方案一：使用 virtualenv](http://python.iswbm.com/en/latest/c12/c12_02.html) + * [12.3 【虚拟环境】方案二：使用 pipenv](http://python.iswbm.com/en/latest/c12/c12_03.html) + * [12.4 【虚拟环境】方案三：使用 pipx](http://python.iswbm.com/en/latest/c12/c12_04.html) + * [12.5 【虚拟环境】方案四：使用 poetry](http://python.iswbm.com/en/latest/c12/c12_05.html) +- **第十三章：绝佳工具** + * [13.1 【静态检查】mypy 的使用](http://python.iswbm.com/en/latest/c13/c13_01.html) + * [13.2 【代码测试】pytest 的使用](http://python.iswbm.com/en/latest/c13/c13_02.html) + * [13.3 【代码提交】pre-commit hook](http://python.iswbm.com/en/latest/c13/c13_03.html) + * [13.4 【项目生成】cookiecutter 的使用](http://python.iswbm.com/en/latest/c13/c13_04.html) + + + +## 欢迎交流 + +对文章有什么疑问，对项目有什么建议，可以添加微信与我交流，同时欢迎关注我的个人微信公众号。 + +![](http://image.iswbm.com/image-20201117215520960.png) \ No newline at end of file diff --git a/github-toc-maker-for-sphinx.py b/github-toc-maker-for-sphinx.py index a2e0ebc..ec10d71 100644 --- a/github-toc-maker-for-sphinx.py +++ b/github-toc-maker-for-sphinx.py @@ -41,7 +41,7 @@ def get_toc_info(): section = int(re.findall(r"c\d{2}_(\d{2}).md", file_name)[0]) #md_path = os.path.join("./source/", dir_name, file_name) - md_path = os.path.join("http://demo.iswbm.com/en/latest/", dir_name, file_name.replace("md", "html")) + md_path = os.path.join("http://python.iswbm.com/en/latest/", dir_name, file_name.replace("md", "html")) title = get_title(file) if not title: continue diff --git a/md2rst.py b/md2rst.py index 0cdede3..7a8f801 100644 --- a/md2rst.py +++ b/md2rst.py @@ -15,7 +15,7 @@ elif (osName == 'Darwin'): blog_path = '/Users/MING/Github/python-guide/source' index_path = '/Users/MING/Github/python-guide/README.md' -base_link = "http://demo.iswbm.com/en/latest/" +base_link = "http://python.iswbm.com/en/latest/" readme_header = ''' ![](http://image.iswbm.com/20200607120940.png) @@ -27,9 +27,9 @@ readme_header = '''

-## [项目主页](http://demo.iswbm.com/) +## [项目主页](http://python.iswbm.com/) -在线阅读：[Python 编程时光](http://demo.iswbm.com/) +在线阅读：[Python 编程时光](http://python.iswbm.com/) ![](http://image.iswbm.com/20200607130051.png) diff --git a/source/c04/c04_01.rst b/source/c04/c04_01.rst index 1be866b..a12b709 100644 --- a/source/c04/c04_01.rst +++ b/source/c04/c04_01.rst @@ -93,24 +93,13 @@ b。类似这样的控制流程语句，称之为条件语句。 在讲多个条件组合时，先来了解一下 Python 中的逻辑运算符。 -以下假设变量 a 为 10, b为 20: - -+---+------+------------------------------------------+---------------+ -| 运 | 逻辑表达 | 描述 | 实例 | -| 算 | 式 | | | -| 符 | | | | -+===+======+==========================================+===============+ -| a | x | 布尔“与” - 如果 x 为 False，x and y 返回 | (a and b) | -| n | and | False，否则它返回 y 的计算值。 | 返回 20。 | -| d | y | | | -+---+------+------------------------------------------+---------------+ -| o | x or | 布尔“或” - 如果 x 是非 0，它返回 x | (a or b) 返回 | -| r | y | 的值，否则它返回 y 的计算值。 | 10。 | -+---+------+------------------------------------------+---------------+ -| n | not | 布尔“非” - 如果 x 为 True，返回 False | not(a and b) | -| o | x | 。如果 x 为 False，它返回 True。 | 返回 False | -| t | | | | -+---+------+------------------------------------------+---------------+ +以下假设变量 a 为 10, b为 20: \| 运算符 \| 逻辑表达式 \| 描述\| 实例 \| +\| — \| — \| — \| — \| \| and \| x and y \| 布尔“与” - 如果 x 为 +False，x and y 返回 False，否则它返回 y 的计算值。 \| (a and b) 返回 +20。 \| \| or \| x or y \| 布尔“或” - 如果 x 是非 0，它返回 x +的值，否则它返回 y 的计算值。 \| (a or b) 返回 10。 \| \| not \| not x +\| 布尔“非” - 如果 x 为 True，返回 False 。如果 x 为 False，它返回 +True。 \| not(a and b) 返回 False \| 学习完逻辑运算符，就可以开始写多条件语句 diff --git a/source/c05/c05_01.md b/source/c05/c05_01.md index 8c73ea5..dfcca06 100644 --- a/source/c05/c05_01.md +++ b/source/c05/c05_01.md @@ -124,7 +124,7 @@ def fact(n): def demo_func(): return 1,2.3 ``` -- 可以是其他函数，利用这点可以实现装饰器。这部分属于进阶内容，感兴趣可查看另一章节内容：[5.6 精通装饰器的八种用法](https://demo.iswbm.com/en/latest/c05/c05_06.html) +- 可以是其他函数，利用这点可以实现装饰器。这部分属于进阶内容，感兴趣可查看另一章节内容：[5.6 精通装饰器的八种用法](https://python.iswbm.com/en/latest/c05/c05_06.html) ```python def decorator(func): def wrapper(*args, **kw): diff --git a/source/c05/c05_01.rst b/source/c05/c05_01.rst index e2a3f70..80d8510 100644 --- a/source/c05/c05_01.rst +++ b/source/c05/c05_01.rst @@ -137,7 +137,7 @@ return 1,2.3 - 可以是其他函数，利用这点可以实现装饰器。这部分属于进阶内容，感兴趣可查看另一章节内容：\ `5.6 - 精通装饰器的八种用法 `__ + 精通装饰器的八种用法 `__ .. code:: python diff --git a/source/c05/c05_08.md b/source/c05/c05_08.md index 12f5168..010c5d9 100644 --- a/source/c05/c05_08.md +++ b/source/c05/c05_08.md @@ -39,7 +39,7 @@ with EXPR as VAR: ## 2. 如何写上下文管理器？ -要手动实现一个上下文管理器，需要你有对类有一些了解，至少需要知道什么是类，怎么定义类。对于类的知识，我放在了第七章，因此你可以先前往学习下第七章的的第一节内容：[7.1 类的理解与使用](https://demo.iswbm.com/en/latest/c07/c07_01.html) 。 +要手动实现一个上下文管理器，需要你有对类有一些了解，至少需要知道什么是类，怎么定义类。对于类的知识，我放在了第七章，因此你可以先前往学习下第七章的的第一节内容：[7.1 类的理解与使用](https://python.iswbm.com/en/latest/c07/c07_01.html) 。 学习了类的基本知识，想要自己实现这样一个上下文管理，就简单了。 diff --git a/source/c05/c05_08.rst b/source/c05/c05_08.rst index aaeae9a..5b33afb 100644 --- a/source/c05/c05_08.rst +++ b/source/c05/c05_08.rst @@ -45,7 +45,7 @@ ----------------------- 要手动实现一个上下文管理器，需要你有对类有一些了解，至少需要知道什么是类，怎么定义类。对于类的知识，我放在了第七章，因此你可以先前往学习下第七章的的第一节内容：\ `7.1 -类的理解与使用 `__ 。 +类的理解与使用 `__ 。 学习了类的基本知识，想要自己实现这样一个上下文管理，就简单了。 diff --git a/source/c06/c06_03.md b/source/c06/c06_03.md index e3b3ba6..a9258fb 100644 --- a/source/c06/c06_03.md +++ b/source/c06/c06_03.md @@ -4,8 +4,8 @@ 自定义异常，需要你对 `类` 与 `继承` 有一些了解，对于类的知识，我放在了第七章，因此你可以先前往学习下第七章的的下面两节内容： -- [7.1 类的理解与使用](https://demo.iswbm.com/en/latest/c07/c07_01.html) -- [7.5 类的继承（Inheritance）](https://demo.iswbm.com/en/latest/c07/c07_05.html) +- [7.1 类的理解与使用](https://python.iswbm.com/en/latest/c07/c07_01.html) +- [7.5 类的继承（Inheritance）](https://python.iswbm.com/en/latest/c07/c07_05.html) 等学习完后再回过头来学习本节内容。 diff --git a/source/c06/c06_03.rst b/source/c06/c06_03.rst index 97f8711..ab88dcb 100644 --- a/source/c06/c06_03.rst +++ b/source/c06/c06_03.rst @@ -7,9 +7,9 @@ 有一些了解，对于类的知识，我放在了第七章，因此你可以先前往学习下第七章的的下面两节内容： - `7.1 - 类的理解与使用 `__ + 类的理解与使用 `__ - `7.5 - 类的继承（Inheritance） `__ + 类的继承（Inheritance） `__ 等学习完后再回过头来学习本节内容。 diff --git a/source/c06/c06_04.rst b/source/c06/c06_04.rst index 36dddd0..24517a0 100644 --- a/source/c06/c06_04.rst +++ b/source/c06/c06_04.rst @@ -38,7 +38,7 @@ .. code:: python try: - print(1 / 0) + print(1/0) except Exception as exc: raise RuntimeError("Something bad happened") from exc diff --git a/source/c08/c08_02.md b/source/c08/c08_02.md index 49496dc..0af3666 100644 --- a/source/c08/c08_02.md +++ b/source/c08/c08_02.md @@ -40,7 +40,7 @@ $ pip install pkg>=2.1.2 $ pip install pkg<=2.1.2 ``` -更多 pip 的使用方法，可参考本系列教程后面的文章，介绍得非常清楚：[8.8 pip 的详细使用指南](https://demo.iswbm.com/en/latest/c08/c08_08.html) +更多 pip 的使用方法，可参考本系列教程后面的文章，介绍得非常清楚：[8.8 pip 的详细使用指南](https://python.iswbm.com/en/latest/c08/c08_08.html) ## 3. 使用 pipx @@ -61,7 +61,7 @@ Success! $ pipx install pkg ``` -更多 pipx 的使用方法，可参考本系列教程后面的文章，介绍得非常清楚：[12.4 pipx 安装程序的使用指南](https://demo.iswbm.com/en/latest/c12/c12_04.html) +更多 pipx 的使用方法，可参考本系列教程后面的文章，介绍得非常清楚：[12.4 pipx 安装程序的使用指南](https://python.iswbm.com/en/latest/c12/c12_04.html) ## 4. 使用 setup.py @@ -74,7 +74,7 @@ $ python setup.py install ## 5. 使用 yum -Python 包在使用 `setup.py` 构建的时候（具体内容可阅读后面的内容：[8.15 超详细讲解 setup.py 的编写](https://demo.iswbm.com/en/latest/c08/c08_15.html)），对于包的发布格式有多种选项，其中有一个选项是 `bdist_rpm`，以这个选项发布出来的包是 `rpm` 的包格式。 +Python 包在使用 `setup.py` 构建的时候（具体内容可阅读后面的内容：[8.15 超详细讲解 setup.py 的编写](https://python.iswbm.com/en/latest/c08/c08_15.html)），对于包的发布格式有多种选项，其中有一个选项是 `bdist_rpm`，以这个选项发布出来的包是 `rpm` 的包格式。 ```shell # 发布 rpm 包 diff --git a/source/c08/c08_02.rst b/source/c08/c08_02.rst index 7d8e8b5..a5edf60 100644 --- a/source/c08/c08_02.rst +++ b/source/c08/c08_02.rst @@ -1,4 +1,4 @@ -8.2 【基础】安装第三方包的四种方法 +8.2 【基础】安装第三方包的八种方法 ================================== 1. 使用 easy_install @@ -47,7 +47,7 @@ pip 是最主流的包管理方案，使用 ``pip install xxx`` 就可以从 PYP $ pip install pkg<=2.1.2 更多 pip 的使用方法，可参考本系列教程后面的文章，介绍得非常清楚：\ `8.8 -pip 的详细使用指南 `__ +pip 的详细使用指南 `__ 3. 使用 pipx ------------ @@ -67,22 +67,34 @@ pipx 是一个专门用于安装和管理 cli 应用程序的工具，使用它 .. code:: shell + # 创建虚拟环境并安装包 $ pipx install pkg 更多 pipx 的使用方法，可参考本系列教程后面的文章，介绍得非常清楚：\ `12.4 pipx -安装程序的使用指南 `__ +安装程序的使用指南 `__ -4. 使用 yum install -------------------- +4. 使用 setup.py +---------------- + +如果你有编写 setup.py 文件，可以使用如下命令直接安装 + +.. code:: python + + # 使用源码直接安装 + $ python setup.py install + +5. 使用 yum +----------- Python 包在使用 ``setup.py`` 构建的时候（具体内容可阅读后面的内容：\ `8.15 超详细讲解 setup.py -的编写 `__\ ），对于包的发布格式有多种选项，其中有一个选项是 +的编写 `__\ ），对于包的发布格式有多种选项，其中有一个选项是 ``bdist_rpm``\ ，以这个选项发布出来的包是 ``rpm`` 的包格式。 .. code:: shell + # 发布 rpm 包 $ python setup.py bdist_rpm 对于\ ``rpm`` 这种格式，你需要使用 ``yum install xxx`` 或者 @@ -90,5 +102,41 @@ Python 包在使用 ``setup.py`` .. code:: shell + # 使用 yum 安装 $ yum install pkg - $ rpm install pkg + + # 使用 rpm 安装 + $ rpm -ivh pkg + +6. 使用 pipenv +-------------- + +如果你在使用 pipenv +创建的虚拟环境中，可以使用下面这条命令把包安装到虚拟环境中 + +.. code:: shell + + $ pipenv install pkg + +7. 使用 poetry +-------------- + +如果你有使用 poetry 管理项目依赖，那么可以使用下面这条命令安装包 + +.. code:: shell + + # 直接安装包 + $ poetry add pkg + + # 指定为开发依赖 + $ poetry add pytest --dev + +8. 使用 curl + 管道 +------------------- + +有一些第三方工具包提供的安装方法，是直接使用 curl +配置管道来安装，比如上面提到的 poetry 就可以用这种方法安装。 + +.. code:: shell + + $ curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python diff --git a/source/c08/c08_07.rst b/source/c08/c08_07.rst index a18e317..cbaffe5 100644 --- a/source/c08/c08_07.rst +++ b/source/c08/c08_07.rst @@ -11,9 +11,8 @@ .. code:: python # profile.py - name='wangbm' - age=27 - gender='male' + name='小明' + age=18 __all__=['name'] @@ -23,15 +22,11 @@ >>> from profile import * >>> print(name) - wangbm + 小明 >>> print(age) Traceback (most recent call last): File "", line 1, in NameError: name 'age' is not defined - >>> print(gender) - Traceback (most recent call last): - File "", line 1, in - NameError: name 'gender' is not defined ``__all__`` 仅对于使用\ ``from module import *`` 这种情况适用。 diff --git a/source/c12/c12_03.rst b/source/c12/c12_03.rst index 2e06408..e6bd5b3 100644 --- a/source/c12/c12_03.rst +++ b/source/c12/c12_03.rst @@ -22,7 +22,7 @@ $ brew install pipenv # windows - pip install [--user] pipenv + $ pip install [--user] pipenv 如果你的电脑是 windows 的。 diff --git a/toc.md b/toc.md deleted file mode 100644 index 8579c36..0000000 --- a/toc.md +++ /dev/null @@ -1,109 +0,0 @@ -- **第一章：安装运行** - * [1.1 安装 Python 解释器](http://demo.iswbm.com/en/latest/c01/c01_01.html) - * [1.2 第一个 Python 程序](http://demo.iswbm.com/en/latest/c01/c01_02.html) - * [1.3 Python 开发环境的搭建](http://demo.iswbm.com/en/latest/c01/c01_03.html) - * [1.4 运行 Python 脚本的两种方法](http://demo.iswbm.com/en/latest/c01/c01_04.html) -- **第二章：数据类型** - * [2.1 常量与变量](http://demo.iswbm.com/en/latest/c02/c02_01.html) - * [2.2 字符串类型](http://demo.iswbm.com/en/latest/c02/c02_02.html) - * [2.3 整型与浮点数](http://demo.iswbm.com/en/latest/c02/c02_03.html) - * [2.4 布尔值：真与假](http://demo.iswbm.com/en/latest/c02/c02_04.html) - * [2.5 输入与输出](http://demo.iswbm.com/en/latest/c02/c02_05.html) - * [2.6 运算符](http://demo.iswbm.com/en/latest/c02/c02_06.html) -- **第三章：数据结构** - * [3.1 列表](http://demo.iswbm.com/en/latest/c03/c03_01.html) - * [3.2 元组](http://demo.iswbm.com/en/latest/c03/c03_02.html) - * [3.3 字典](http://demo.iswbm.com/en/latest/c03/c03_03.html) - * [3.4 集合](http://demo.iswbm.com/en/latest/c03/c03_04.html) - * [3.5 迭代器](http://demo.iswbm.com/en/latest/c03/c03_05.html) - * [3.6 生成器](http://demo.iswbm.com/en/latest/c03/c03_06.html) -- **第四章：控制流程** - * [4.1 条件语句：if](http://demo.iswbm.com/en/latest/c04/c04_01.html) - * [4.2 循环语句：for](http://demo.iswbm.com/en/latest/c04/c04_02.html) - * [4.3 循环语句：while](http://demo.iswbm.com/en/latest/c04/c04_03.html) - * [4.4 五种推导式](http://demo.iswbm.com/en/latest/c04/c04_04.html) -- **第五章：学习函数** - * [5.1 普通函数](http://demo.iswbm.com/en/latest/c05/c05_01.html) - * [5.2 匿名函数](http://demo.iswbm.com/en/latest/c05/c05_02.html) - * [5.3 高阶函数](http://demo.iswbm.com/en/latest/c05/c05_03.html) - * [5.4 反射函数](http://demo.iswbm.com/en/latest/c05/c05_04.html) - * [5.5 偏函数](http://demo.iswbm.com/en/latest/c05/c05_05.html) - * [5.6 泛型函数](http://demo.iswbm.com/en/latest/c05/c05_06.html) - * [5.7 with 与上下文管理器](http://demo.iswbm.com/en/latest/c05/c05_07.html) - * [5.8 装饰器的八种写法](http://demo.iswbm.com/en/latest/c05/c05_08.html) - * [5.9 变量的作用域](http://demo.iswbm.com/en/latest/c05/c05_09.html) -- **第六章：错误异常** - * [6.1 什么是异常？](http://demo.iswbm.com/en/latest/c06/c06_01.html) - * [6.2 如何捕获异常](http://demo.iswbm.com/en/latest/c06/c06_02.html) - * [6.3 如何自定义异常](http://demo.iswbm.com/en/latest/c06/c06_03.html) - * [6.4 异常处理的三个好习惯](http://demo.iswbm.com/en/latest/c06/c06_04.html) -- **第七章：类与对象** - * [7.1 类的理解与使用](http://demo.iswbm.com/en/latest/c07/c07_01.html) - * [7.2 静态方法与类方法](http://demo.iswbm.com/en/latest/c07/c07_02.html) - * [7.3 私有变量与私有方法](http://demo.iswbm.com/en/latest/c07/c07_03.html) - * [7.4 类的封装（Encapsulation）](http://demo.iswbm.com/en/latest/c07/c07_04.html) - * [7.5 类的继承（Inheritance）](http://demo.iswbm.com/en/latest/c07/c07_05.html) - * [7.6 类的多态（Polymorphism）](http://demo.iswbm.com/en/latest/c07/c07_06.html) - * [7.7 类的 property 属性](http://demo.iswbm.com/en/latest/c07/c07_07.html) - * [7.8 类的 Mixin 设计模式](http://demo.iswbm.com/en/latest/c07/c07_08.html) - * [7.9 深入理解描述符](http://demo.iswbm.com/en/latest/c07/c07_09.html) - * [7.10 学习元类编程](http://demo.iswbm.com/en/latest/c07/c07_10.html) -- **第八章：包与模块** - * [8.1 什么是包、模块和库？](http://demo.iswbm.com/en/latest/c08/c08_01.html) - * [8.2 安装第三方包的四种方法](http://demo.iswbm.com/en/latest/c08/c08_02.html) - * [8.3 导入单元的构成](http://demo.iswbm.com/en/latest/c08/c08_03.html) - * [8.4 导入包的标准写法](http://demo.iswbm.com/en/latest/c08/c08_04.html) - * [8.5 什么是空间命名包？](http://demo.iswbm.com/en/latest/c08/c08_05.html) - * [8.6 花式导包的八种方法](http://demo.iswbm.com/en/latest/c08/c08_06.html) - * [8.7 包导入的三个冷门知识点](http://demo.iswbm.com/en/latest/c08/c08_07.html) - * [8.8 pip 的详细使用指南](http://demo.iswbm.com/en/latest/c08/c08_08.html) - * [8.9 理解模块的缓存](http://demo.iswbm.com/en/latest/c08/c08_09.html) - * [8.10 理解查找器与加载器](http://demo.iswbm.com/en/latest/c08/c08_10.html) - * [8.11 实现远程导入模块](http://demo.iswbm.com/en/latest/c08/c08_11.html) - * [8.12 分发工具：distutils和setuptools](http://demo.iswbm.com/en/latest/c08/c08_12.html) - * [8.13 源码包与二进制包有什么区别？](http://demo.iswbm.com/en/latest/c08/c08_13.html) - * [8.14 eggs与wheels 有什么区别？](http://demo.iswbm.com/en/latest/c08/c08_14.html) - * [8.15 超详细讲解 setup.py 的编写](http://demo.iswbm.com/en/latest/c08/c08_15.html) - * [8.16 打包辅助神器 PBR 是什么？](http://demo.iswbm.com/en/latest/c08/c08_16.html) - * [8.17 开源自己的包到 PYPI 上](http://demo.iswbm.com/en/latest/c08/c08_17.html) -- **第九章：调试技巧** - * [9.1 超详细图文教你调试代码](http://demo.iswbm.com/en/latest/c09/c09_01.html) - * [9.2 PyCharm 中指定参数调试程序](http://demo.iswbm.com/en/latest/c09/c09_02.html) - * [9.3 PyCharm跑完后立即进入调试模式](http://demo.iswbm.com/en/latest/c09/c09_03.html) - * [9.4 脚本报错后立即进入调试模式](http://demo.iswbm.com/en/latest/c09/c09_04.html) - * [9.5 使用 PDB 进行无界面调试](http://demo.iswbm.com/en/latest/c09/c09_05.html) - * [9.6 如何调试已经运行的程序？](http://demo.iswbm.com/en/latest/c09/c09_06.html) - * [9.7 使用 PySnopper 调试疑难杂症](http://demo.iswbm.com/en/latest/c09/c09_07.html) - * [9.8 使用 PyCharm 进行远程调试](http://demo.iswbm.com/en/latest/c09/c09_08.html) -- **第十章：并发编程** - * [10.1 从性能角度初探并发编程](http://demo.iswbm.com/en/latest/c10/c10_01.html) - * [10.2 创建多线程的几种方法](http://demo.iswbm.com/en/latest/c10/c10_02.html) - * [10.3 谈谈线程中的“锁机制”](http://demo.iswbm.com/en/latest/c10/c10_03.html) - * [10.4 线程消息通信机制](http://demo.iswbm.com/en/latest/c10/c10_04.html) - * [10.5 线程中的信息隔离](http://demo.iswbm.com/en/latest/c10/c10_05.html) - * [10.6 线程池创建的几种方法](http://demo.iswbm.com/en/latest/c10/c10_06.html) - * [10.7 从 yield 开始入门协程](http://demo.iswbm.com/en/latest/c10/c10_07.html) - * [10.8 深入理解yield from语法](http://demo.iswbm.com/en/latest/c10/c10_08.html) - * [10.9 初识异步IO框架：asyncio 上篇](http://demo.iswbm.com/en/latest/c10/c10_09.html) - * [10.10 深入异步IO框架：asyncio 中篇](http://demo.iswbm.com/en/latest/c10/c10_10.html) - * [10.11 实战异步IO框架：asyncio 下篇](http://demo.iswbm.com/en/latest/c10/c10_11.html) - * [10.12 生成器与协程，你分清了吗？](http://demo.iswbm.com/en/latest/c10/c10_12.html) - * [10.14 浅谈线程安全那些事儿](http://demo.iswbm.com/en/latest/c10/c10_13.html) -- **第十一章：代码美化** - * [11.1 如何更好进行变量的命名？](http://demo.iswbm.com/en/latest/c11/c11_01.html) - * [11.2 写好函数的 6 个建议](http://demo.iswbm.com/en/latest/c11/c11_02.html) - * [11.3 自觉遵守 PEP8 代码风格](http://demo.iswbm.com/en/latest/c11/c11_03.html) - * [11.4 Pythonic 代码的 15 个案例](http://demo.iswbm.com/en/latest/c11/c11_04.html) - * [11.5 写出漂亮 Python 代码的 20条准则](http://demo.iswbm.com/en/latest/c11/c11_05.html) -- **第十二章：虚拟环境** - * [12.1 为什么要有虚拟环境？](http://demo.iswbm.com/en/latest/c12/c12_01.html) - * [12.2 方案一：virtualenv](http://demo.iswbm.com/en/latest/c12/c12_02.html) - * [12.3 方案二：pipenv](http://demo.iswbm.com/en/latest/c12/c12_03.html) - * [12.4 方案三：使用 pipx](http://demo.iswbm.com/en/latest/c12/c12_04.html) - * [12.5 方案四：使用 poetry](http://demo.iswbm.com/en/latest/c12/c12_05.html) -- **第十三章：工程项目** - * [13.1 使用 flake8 保证代码风格](http://demo.iswbm.com/en/latest/c13/c13_01.html) - * [13.2 使用 mypy 进行静态类型检查](http://demo.iswbm.com/en/latest/c13/c13_02.html) - * [13.3 用 pytest 进行代码测试](http://demo.iswbm.com/en/latest/c13/c13_03.html) - * [13.4 使用 pre-commit hook 解决编码规范](http://demo.iswbm.com/en/latest/c13/c13_04.html) - * [13.5 使用 cookiecutter 生成项目](http://demo.iswbm.com/en/latest/c13/c13_05.html) \ No newline at end of file -- GitLab