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Metaprogramming with Python A programmer's guide to writing reusable code to build smarter applications (True PDF) [#473474]
English | 2022 | ISBN: 1838554653 | 402 pages | True PDF | 25.21 MB
A practical approach to metaprogramming with real-world examples that enables the development of advanced frameworks, libraries, and applications using Python
Key Features
Learn applied metaprogramming through a simple step-by-step approachWork with easily understandable examples and explanations that take you deep into the theory of metaprogrammingGet practical experience in writing reusable code with real-world examples
Book Description
Effective and reusable code makes your application development process seamless and easily maintainable. With Python, you will have access to advanced metaprogramming features that you can use to build high-performing applications.
The book starts by introducing you to the need and applications of metaprogramming, before navigating the fundamentals of object-oriented programming. Next, you will learn about simple decorators, work with metaclasses, and later focus on introspection and reflection. You'll also delve into generics and typing before defining templates for algorithms. As you progress, you will understand your code using abstract syntax trees and explore method resolution order. This Python book also shows you how to create your own dynamic objects before structuring the objects through design patterns. Finally, you will learn simple code-generation techniques along with discovering best practices and eventually building your own applications.
By the end of this learning journey, you'll have acquired the skills and confidence you need to design and build reusable high-performing applications that can solve real-world problems.
What you will learn
Understand the programming paradigm of metaprogramming and its needRevisit the fundamentals of object-oriented programmingDefine decorators and work with metaclassesEmploy introspection and reflection on your codeApply generics, typing, and templates to enhance your codeGet to grips with the structure of your code through abstract syntax trees and the behavior through method resolution orderCreate dynamic objects and generate dynamic codeUnderstand various design patterns and best practices
Who this book is for
If you are an intermediate-level Python programmer looking to enhance your coding skills by developing reusable and advanced frameworks, then this book is for you. Basic knowledge of Python programming will help you get the most out of this learning journey.
Table of Contents
The Need For and Applications of Meta programmingRefresher of OOP Concepts in PythonUnderstanding Decorators and Their ApplicationsWorking with MetaclassesUnderstanding IntrospectionImplementing Reflection on Python ObjectsUnderstanding Generics and TypingDefining Templates for AlgorithmsUnderstanding Code through Abstract Syntax TreeUnderstanding Method Resolution Order of InheritanceCreating Dynamic ObjectsApplying GOF Design Patterns – Part 1Applying GOF Design Patterns – Part 2Generating Code from ASTImplementing a Case StudyFollowing Best Practices
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