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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 described what the principles behind Domain-Driven Design are, to orient the abstraction of storing data and use rich objects that follow business principles. We also described ORM frameworks and how they can be useful to remove the need to deal with low-level interaction with specific libraries to work with the storage layer. We described different useful techniques for the code to interact with the database, like the Unit of Work pattern, which is related to the concept of a transaction, and CQRS for advanced cases where the write and read are addressed to different backends.

We also discussed how to deal with database changes, both with explicit migrations that change the schema and with more soft changes that migrate the data as the application is running.

Finally, we described different methods to deal with legacy databases, and how to create models to create a proper software abstraction when there's no control over the current schema...

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