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

The structure of a metaclass

A metaclass is like any other class, but it has the ability to alter the behavior of other classes that take it as their metaclass. Understanding the structure of a metaclass helps us create our own customized metaclasses, which can be used further in manipulating new classes. The superclass of a metaclass is the type itself. When we create a class with type as its superclass and override the __new__ method to manipulate the metadata of a class it returns, then we have created a metaclass. Let’s take a closer look with the help of some simple examples.

The __new__ method takes cls as its first argument, which is the class itself. The members of the class that has cls as its first argument can be accessed by the class name and the rest of the arguments as other metadata of the class, as seen here:

class ExampleMetaClass1(type):  
    def __new__(classitself, *args):  
  ...