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 18: Other Creational Patterns

In the previous chapter, we covered a third creational pattern, builder, which offers a nice way of creating the various parts of a complex object. Apart from the factory method, the abstract factory, and the builder patterns covered so far, other creational patterns are interesting to discuss, such as the prototype pattern and the singleton pattern.

In this chapter, we will discuss the following topics:

  • Implementing the prototype pattern
  • Implementing the singleton pattern

These topics will complete our discussions on creational patterns and help cover the use cases where the design patterns we have seen so far are not appropriate. By the end of the chapter, we will have an overall understanding of creational patterns and the use cases of each one.