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Metaprogramming with Python

You're reading from   Metaprogramming with Python A programmer's guide to writing reusable code to build smarter applications

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Product type Paperback
Published in Sep 2022
Publisher Packt
ISBN-13 9781838554651
Length 402 pages
Edition 1st Edition
Languages
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Author (1):
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Sulekha Aloorravi Sulekha Aloorravi
Author Profile Icon Sulekha Aloorravi
Sulekha Aloorravi
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Toc

Table of Contents (21) Chapters Close

Preface 1. Part 1: Fundamentals – Introduction to Object-Oriented Python and Metaprogramming
2. Chapter 1: The Need for and Applications of Metaprogramming FREE CHAPTER 3. Chapter 2: Refresher of OOP Concepts in Python 4. Part 2: Deep Dive – Building Blocks of Metaprogramming I
5. Chapter 3: Understanding Decorators and their Applications 6. Chapter 4: Working with Metaclasses 7. Chapter 5: Understanding Introspection 8. Chapter 6: Implementing Reflection on Python Objects 9. Chapter 7: Understanding Generics and Typing 10. Chapter 8: Defining Templates for Algorithms 11. Part 3: Deep Dive – Building Blocks of Metaprogramming II
12. Chapter 9: Understanding Code through Abstract Syntax Tree 13. Chapter 10: Understanding Method Resolution Order of Inheritance 14. Chapter 11: Creating Dynamic Objects 15. Chapter 12: Applying GOF Design Patterns – Part 1 16. Chapter 13: Applying GOF Design Patterns – Part 2 17. Chapter 14: Generating Code from AST 18. Chapter 15: Implementing a Case Study 19. Chapter 16: Following Best Practices 20. Other Books You May Enjoy

Chapter 7: Understanding Generics and Typing

In this chapter, we will look at what generics are and how to perform type checking in Python 3 and understand how it is useful in metaprogramming.

Python is a programming language where variables are declared as generics and they don’t get a data type assigned to them on the declaration. Python resolves the data types dynamically during runtime depending on the values assigned to variables. In other programming languages such as C++, generics need to be programmatically designed to make the variables generic, whereas in Python, generics are how the variables are defined. In such cases, how we would declare a variable with typing and restrict the behavior of the variables is what we will be focusing on in detail in this chapter.

Throughout this chapter, we will look at understanding how generics work in Python and how to define type checks so that we can apply metaprogramming on variables to statically type them so that we...

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