Clean Code in Python, Second Edition cover

Clean Code in Python, Second Edition

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Chapters
11
ISBN
9787115588111

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Summary

Originally titled Clean Code in Python, Second Edition, this book is a guide to code quality and engineering practice for Python developers. The Chinese edition was translated by Yuan Guozhong and published by People's Posts and Telecommunications Press in September 2022. Taking the new features introduced in Python 3.9 as its technical baseline, the book centers on the question of what makes code clean, starting from code formatting, docstrings, and the development toolchain and moving progressively to idiomatic Python and then to design principles and architecture at the software engineering level. The book discusses how to build an efficient development environment with automation tools and how to catch problems early with type-consistency checks and code-validation tools; how to use Python-specific mechanisms—magic methods, properties, descriptors, decorators, generators, and asynchronous programming—to write more compact and expressive code; how to handle complex business logic through design by contract, defensive programming, abstraction, and encapsulation, and how to eliminate duplication and reduce coupling with SOLID principles and common design patterns; and how to drive refactoring with unit tests, ultimately making a clean codebase the foundation of a solid architecture. The main text comprises 10 chapters, plus a conclusion and references, running to roughly 300 pages. The author stresses that clean code is not a one-off cleanup but an ongoing habit spanning requirements understanding, abstract design, testing, and refactoring: only when code meets standards of readability, maintainability, and extensibility at the same time can a team iterate over the long term at low cost.

Editor's review

很多 Python 开发者能写出“能跑”的代码,却很难说清代码为什么难读、为什么改一处就崩一片。本书的价值在于把“整洁”从审美口号变成可操作的方法:先谈格式、注释、文档字符串和注解的写法,再谈工具链——类型检查、静态验证、自动格式化与自动检查,让规范由机器守住,而不是靠人记;随后进入语言层面,讲切片、上下文管理器、推导式与赋值表达式、特性与描述符、魔法方法、可调用对象,指出可变的默认参数、扩展内置类型等常见陷阱;最后上升到工程设计,用契约式设计、防御式编程、SOLID 原则和设计模式处理抽象与重复,并以单元测试支撑重构,收束于整洁架构。第 2 版紧跟 Python 3.9 的变化,示例贴近实际工程。文字不炫技,章节之间有明显递进关系,既可通读建立体系,也适合按问题定位单章查阅。对希望从“会用 Python”走到“写好 Python”的读者,这是一本少见的、同时兼顾语法细节与架构视野的实践手册。

Who it's for

A good fit for

  • 已掌握 Python 基本语法、希望提升代码质量的初中级开发者
  • 负责代码评审、需要统一团队编码规范的团队负责人
  • 希望用设计模式、SOLID 原则改善遗留项目的软件工程师
  • 正在学习架构与重构、需要实践参照的计算机专业高年级学生

Not a good fit for

  • 完全没有 Python 基础、需要先学习语法入门的零基础读者
  • 只想找现成代码模板、不愿理解设计取舍的读者
  • 以数据分析或算法竞赛为主、不关注工程化维护的读者

Reading tips

  1. 先读第 1—2 章,把格式化工具、类型检查与命名词汇表落地到现有项目,再往后读。
  2. 第 4—6 章的概念较抽象,建议对照自己项目中的类与接口,边读边改。
  3. 第 8 章讲重构时,请选一个有小规模测试覆盖的模块动手,避免直接改核心代码。
  4. 各章末的参考资料值得跟进阅读,可作为本书之外延伸学习的索引。

About the publisher

Posts & Telecom Press China · Founded in 1953

Posts & Telecom Press is known for its strengths in science and technology, computing, and information and communications titles, and has extended its publishing into photography, art, software learning, and inspirational growth, giving it a fairly diverse range. Its catalog includes computing and communications works such as Refactoring and Patterns (Revised Edition) and Huawei Switch Learning Guide (Second Edition), alongside bilingual collector's editions such as The Little Prince (Chinese-English-French illustrated collector's edition), The Great Gatsby, and Three Days to See. Beijing Ten Years: 1980-1990 and Ghost Blade: WLOP Personal Illustration Collection reflect its presence in photography and art. Its authors include Antoine de Saint-Exupéry, Helen Keller, Joshua Kerievsky, Wang Da, Zhang Zhaozeng, and WLOP.

Contents

  1. Chapter 1 Introduction, Code Formatting, and Tools
  2. Chapter 2 Pythonic Code
  3. Chapter 3 General Characteristics of Good Code
  4. Chapter 4 The SOLID Principles
  5. Chapter 5 Improving Code with Decorators
  6. Chapter 6 Getting More Out of Objects with Descriptors
  7. Chapter 7 Generators, Iterators, and Asynchronous Programming
  8. Chapter 8 Unit Testing and Refactoring
  9. Chapter 9 Common Design Patterns
  10. Chapter 10 Clean Architecture
  11. Conclusion

FAQ

这本书和《Python代码整洁之道》是同一本书吗?
是。Clean Code in Python 第 2 版的中文简体版由人民邮电出版社出版,书名为《编写整洁的Python代码(第2版)》,ISBN 为 9787115588111,译者为袁国忠。
零基础可以读吗?
不建议直接上手。书中涉及装饰器、描述符、异步编程、设计模式等内容,作者在前言类文字中也提示读者应先掌握一定 Python 基础;零基础读者最好先完成一本语法入门书再回来阅读。
书中的代码基于哪个 Python 版本?
内容以 Python 3.9 引入的新特性为技术基准,示例会用到类型注解、赋值表达式等较新的语法;若在更高版本环境运行,多数示例仍可正常执行,但个别工具配置可能需按官方文档调整。
第 2 版和第 1 版主要差别在哪?
第 2 版依据 Python 3.9 更新了语言特性与工具链相关内容,并延续了对 SOLID 原则、装饰器、描述符、单元测试与整洁架构的讨论;具体增删建议以两版目录对照为准。
配套资源在哪里获取?
出版方异步社区(epubit.com)的该书页面提供配套代码下载与电子版阅读入口,书末也列出资源与支持说明,可据此找到示例代码。

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