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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

Pipelines

The flow of events doesn't have to be contained in a single system. The receiving end of the system can produce its own events, directed to other systems. Events will cascade into multiple systems, generating a process.

This is a similar situation to the one presented previously, but in this case it's a more deliberate process aimed at creating specific data pipelines where the flow between systems is triggered and processed.

A possible example of this is a system to rescale videos into different sizes and formats. When a video is uploaded into the system, it needs to be converted into multiple versions to be used in different situations. A thumbnail should also be created to display the first frame of the video before playing it.

We will do this in three steps. First, a queue will receive the event to start the processing. This will trigger two events in two different queues to process the resize and the thumbnail generation independently. This will...

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