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Speed Up Your Python with Rust

You're reading from   Speed Up Your Python with Rust Optimize Python performance by creating Python pip modules in Rust with PyO3

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Product type Paperback
Published in Jan 2022
Publisher Packt
ISBN-13 9781801811446
Length 384 pages
Edition 1st Edition
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Author (1):
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Maxwell Flitton Maxwell Flitton
Author Profile Icon Maxwell Flitton
Maxwell Flitton
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Toc

Table of Contents (16) Chapters Close

Preface 1. Section 1: Getting to Understand Rust
2. Chapter 1: An Introduction to Rust from a Python Perspective FREE CHAPTER 3. Chapter 2: Structuring Code in Rust 4. Chapter 3: Understanding Concurrency 5. Section 2: Fusing Rust with Python
6. Chapter 4: Building pip Modules in Python 7. Chapter 5: Creating a Rust Interface for Our pip Module 8. Chapter 6: Working with Python Objects in Rust 9. Chapter 7: Using Python Modules with Rust 10. Chapter 8: Structuring an End-to-End Python Package in Rust 11. Section 3: Infusing Rust into a Web Application
12. Chapter 9: Structuring a Python Flask App for Rust 13. Chapter 10: Injecting Rust into a Python Flask App 14. Chapter 11: Best Practices for Integrating Rust 15. Other Books You May Enjoy

Chapter 3: Understanding Concurrency

Speeding up our code with Rust is useful. However, understanding concurrency and utilizing threads and processes can take our ability to speed up our code to the next level. In this chapter, we will go through what processes and threads are. We then go through the practical steps of spinning up threads and processes in Python and Rust. However, while this can be exciting, we also must acknowledge that reaching for threads and processes without thinking about our approach can end up tripping us up. To avoid this, we also explore algorithm complexity and how this affects our computation time.

In this chapter, we will cover the following topics:

  • Introducing concurrency
  • Basic asynchronous programming with threads
  • Running multiple processes
  • Customizing threads and processes safely
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