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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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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

The Model layer

As we saw when we presented the Model-View-Controller architecture in Chapter 2, API Design, the Model layer is the part that's intimately related with the data and storing and retrieving it.

The Model abstracts all the data handling. This not only includes database access but also the related business logic. This creates a two-layer structure:

  • The internal data modeling layer, handling the storage and retrieval of data from the database. This layer needs to understand the way the data is stored in the database and handles it accordingly.
  • The next layer creates business logic and uses the internal data modeling layer to support it. This layer is in charge of ensuring that the data to be stored is consistent and enforces any relationships or constraints.

It's very common to deal with the data layer as a pure extension of the database design, removing the business level or storing it as code in the Controller part. While this is...

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