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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

Data Modeling

The core of any application is its data. At the very root of any computer application, it's a system designed to deal with information, receiving it, transforming it, and returning either the same information or insightful elements extracted from it. The stored data is a crucial part of this cycle, as it allows you to use information that has been communicated before.

In this chapter, we will talk about how we can model the stored data from our application and what the different options are to store and structure the data to be persisted.

We will start by describing the different database options that are available, which are critical to understanding their different applications, but we will mostly focus, during the chapter, on relational databases, as they are the most common type. We will describe the concept of a transaction to ensure that different changes are applied in one go.

We will describe different ways that we can increase the scope of a...

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