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Mastering Python Design Patterns

You're reading from   Mastering Python Design Patterns Craft essential Python patterns by following core design principles

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Product type Paperback
Published in May 2024
Publisher Packt
ISBN-13 9781837639618
Length 296 pages
Edition 3rd Edition
Languages
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Authors (2):
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Kamon Ayeva Kamon Ayeva
Author Profile Icon Kamon Ayeva
Kamon Ayeva
Sakis Kasampalis Sakis Kasampalis
Author Profile Icon Sakis Kasampalis
Sakis Kasampalis
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Toc

Table of Contents (17) Chapters Close

Preface 1. Part 1: Start with Principles FREE CHAPTER
2. Chapter 1: Foundational Design Principles 3. Chapter 2: SOLID Principles 4. Part 2: From the Gang of Four
5. Chapter 3: Creational Design Patterns 6. Chapter 4: Structural Design Patterns 7. Chapter 5: Behavioral Design Patterns 8. Part 3: Beyond the Gang of Four
9. Chapter 6: Architectural Design Patterns 10. Chapter 7: Concurrency and Asynchronous Patterns 11. Chapter 8: Performance Patterns 12. Chapter 9: Distributed Systems Patterns 13. Chapter 10: Patterns for Testing 14. Chapter 11: Python Anti-Patterns 15. Index 16. Other Books You May Enjoy

Summary

Throughout this chapter, we have explored patterns that developers can use to enhance the efficiency and scalability of applications.

The cache-aside pattern teaches us how to manage cache effectively, ensuring data is fetched and stored in a manner that optimizes performance and consistency, particularly in environments with dynamic data sources.

The memoization pattern demonstrates the power of caching function results to speed up applications by avoiding redundant computations. This pattern is beneficial for expensive, repeatable operations and can dramatically improve the performance of recursive algorithms and complex calculations.

Finally, the lazy loading pattern emphasizes delaying the initialization of resources until they are needed. This approach not only improves the startup time of applications but also reduces memory overhead, making it ideal for resource-intensive operations that may not always be necessary for the user’s interactions.

In the...

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