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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
2. Chapter 1: Foundational Design Principles FREE CHAPTER 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 Throttling pattern

Throttling is an important pattern we may need to use in today’s applications and APIs. In this context, throttling means controlling the rate of requests a user (or a client service) can send to a given service or API in a given amount of time, to protect the resources of the service from being overused. For example, we may limit the number of user requests for an API to 1,000 per day. Once that limit is reached, the next request is handled by sending an error message with the 429 HTTP status code to the user with a message saying that there are too many requests.

There are many things to understand about throttling, including which limiting strategy and algorithm one may use and measuring how the service is used. You can find technical details about the Throttling pattern in the catalog of cloud design patterns by Microsoft (https://learn.microsoft.com/en-us/azure/architecture/patterns/throttling).

Real-world examples

There are a lot of examples...

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