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Python Architecture Patterns

You're reading from   Python Architecture Patterns Master API design, event-driven structures, and package management in Python

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Product type Paperback
Published in Jan 2022
Publisher Packt
ISBN-13 9781801819992
Length 594 pages
Edition 1st Edition
Languages
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Author (1):
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Jaime Buelta Jaime Buelta
Author Profile Icon Jaime Buelta
Jaime Buelta
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Toc

Table of Contents (23) Chapters Close

Preface 1. Introduction to Software Architecture 2. Part I: Design FREE CHAPTER
3. API Design 4. Data Modeling 5. The Data Layer 6. Part II: Architectural Patterns
7. The Twelve-Factor App Methodology 8. Web Server Structures 9. Event-Driven Structures 10. Advanced Event-Driven Structures 11. Microservices vs Monolith 12. Part III: Implementation
13. Testing and TDD 14. Package Management 15. Part IV: Ongoing operations
16. Logging 17. Metrics 18. Profiling 19. Debugging 20. Ongoing Architecture 21. Other Books You May Enjoy
22. Index

Summary

In this chapter, we have seen more event-driven systems with a variety of advanced and complex architectures that can be designed. We have presented some of the flexibility and power that event-driven design can bring to a design, but also the challenges attached to event-driven design.

We started by presenting common systems such as logs and metrics as event-driven systems, as they are, and considered how looking at them in this way allows us to create alerting and feedback systems that can be used to control the source of the events.

We also presented an example with Celery of a more complex pipeline, including the usage of multiple queues and shared storage to generate multiple coordinated tasks, such as resizing a video and extracting a thumbnail.

We presented the idea of a bus, a shared access point for all events in the system, and looked at how we can generate more complex systems where events are delivered to multiple systems and cascade into complex actions...

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