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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 FREE CHAPTER 2. Part I: Design
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 described the different aspects and challenges of keeping a system running while developing and changing it, including its architecture.

We started by describing different ways that architecture can require adjustments and changes. We then moved on to talk about how to manage changes, including the option of having some designated time where the system won't be available, and introduced the concept of maintenance windows to clearly communicate expectations of stability and change.

We next went over the different incidents that can happen when problems arise, and the system struggles. We went over the necessary continuous process of improvement and reflection after an incident of this kind happens, and also looked at preparation processes that can be used before a significant event where the risk increases, for example, because of a marketing push expected to increase the load of the system.

To deal with this, we next introduced load testing...

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