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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 different methods and techniques to deal with the storage layer, both from the point of view of the different capacities and options available in the database itself, and how the code of our application can interact to store and retrieve information.

We described the different kinds of databases, both relational and non-relational, and what the differences and usages of each are, and how the concept of a transaction, one of the fundamental characteristics of relational databases, allows compliance with ACID properties. As some of the non-relational databases are aimed at dealing with data on a large scale and are distributed, we presented some of the techniques to scale up relational systems, as that kind of database was not initially designed to deal with multiple servers.

We continued by describing how we can design a schema and what the pros and cons are for normalizing and denormalizing the data. We also described why we index fields...

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