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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 saw that it's good to have solid and reliable patterns to build software to be sure that we stand over the shoulder of tested decisions that we can use to shape new designs. For web services living in the cloud, we can use the Twelve-Factor App methodology as a guideline for a lot of useful advice.

We discussed how the Twelve-Factor App is aligned with two main ideas – CI and scalability.

CI is the practice of constantly validating any new code by running tests automatically after the code is shared. This creates a safety net that enables developers to move quickly, although it requires discipline to properly add automated tests as new features are being developed.

We also discussed the concept of scalability, or the capacity for software to allow more load by adding more resources. We talked about why it is important to allow the software to grow and reduce based on the load, even to the point to be able to adjust dynamically. We...

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