Book Image

Advanced Python Programming - Second Edition

By : Quan Nguyen
Book Image

Advanced Python Programming - Second Edition

By: Quan Nguyen

Overview of this book

Python's powerful capabilities for implementing robust and efficient programs make it one of the most sought-after programming languages. In this book, you'll explore the tools that allow you to improve performance and take your Python programs to the next level. This book starts by examining the built-in as well as external libraries that streamline tasks in the development cycle, such as benchmarking, profiling, and optimizing. You'll then get to grips with using specialized tools such as dedicated libraries and compilers to increase your performance at number-crunching tasks, including training machine learning models. The book covers concurrency, a major solution to making programs more efficient and scalable, and various concurrent programming techniques such as multithreading, multiprocessing, and asynchronous programming. You'll also understand the common problems that cause undesirable behavior in concurrent programs. Finally, you'll work with a wide range of design patterns, including creational, structural, and behavioral patterns that enable you to tackle complex design and architecture challenges, making your programs more robust and maintainable. By the end of the book, you'll be exposed to a wide range of advanced functionalities in Python and be equipped with the practical knowledge needed to apply them to your use cases.
Table of Contents (32 chapters)
1
Section 1: Python-Native and Specialized Optimization
8
Section 2: Concurrency and Parallelism
18
Section 3: Design Patterns in Python

Chapter 16: The Factory Pattern

Design patterns are reusable programming solutions that have been used in various real-world contexts and have proved to produce the expected results. In this chapter, we will learn about one of the most common design patterns: the factory design pattern. As we will see later, this pattern makes it easier to track which objects are created within a program, thus separating the code that creates an object from the code that uses it. We will study the factory design pattern's two forms: the factory method and the abstract method.

In this chapter, we will cover the following topics:

  • Understanding design patterns
  • Implementing the factory method
  • Applying the abstract factory

By the end of this chapter, we will have gained a deep understanding of the factory design pattern and its benefits via a hands-on example.