Book Image

Metaprogramming with Python

By : Sulekha AloorRavi
Book Image

Metaprogramming with Python

By: Sulekha AloorRavi

Overview of this book

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.
Table of Contents (21 chapters)
1
Part 1: Fundamentals – Introduction to Object-Oriented Python and Metaprogramming
4
Part 2: Deep Dive – Building Blocks of Metaprogramming I
11
Part 3: Deep Dive – Building Blocks of Metaprogramming II

Typing with explicit type checks – approach 2

In this section, we will look at another approach for applying specific data types to variables. In the first approach, we developed a typecheck class and used the type checking methods themselves to create new data types. In this example, we will be creating the typecheck class with each type checking method to check that the input value belongs to the expected type and returns a Boolean value based on the condition’s result. This method of type checking gives us the flexibility of modifying the Fashion class to provide variable-specific error messages when the condition is not met.

Creating a class to implement type checking

In this example, let’s begin by creating the typecheck class.

The typecheck class is created here to make all the methods in this class reusable just in case all the methods in the type check code need to be exported into a different file for later use.

All the methods in this example...