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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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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

The Worker Model pattern

The idea behind the Worker Model pattern is to divide a large task or many tasks into smaller, manageable units of work, called workers, that can be processed in parallel. This approach to concurrency and parallel processing not only accelerates processing time but also enhances the application’s performance.

The workers could be threads within a single application (as we have just seen in the Thread Pool pattern), separate processes on the same machine, or even different machines in a distributed system.

The benefits of the Worker Model pattern are the following:

  • Scalability: Easily scales with the addition of more workers, which can be particularly beneficial in distributed systems where tasks can be processed on multiple machines
  • Efficiency: By distributing tasks across multiple workers, the system can make better use of available computing resources, processing tasks in parallel
  • Flexibility: The Worker Model pattern can accommodate...
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