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

Exploring the ast library

In this section, we will explore the ast Python library, which can be imported from Python 3 to analyze the Python code written by developers. We can also use it to modify the code through its abstract syntax tree at a metaprogramming level rather than modifying the syntax of the code itself. This helps in understanding how the code is syntactically represented and how the syntax tree of the code can be used to modify its behavior without modifying the original source code. We will look at some of the important functions of the ast library, as those functions will be used throughout this chapter to understand the code from our core example.

Let’s start by importing the ast library:

import ast

Once we import the library, we can look at analyzing a piece of code using this library. We will now create a variable named assignment and assign a string format of the code to it:

assignment = "product_name = 'Iphone X'"

The...