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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

Scheduled tasks

Asynchronous tasks don't need to be generated directly by a frontend and direct action by a user, but can also be set to run at specific times, through a schedule.

Some examples of scheduled tasks include generating daily reports during night hours, updating information hourly via an external API, precaching values so they are quickly available later, generating a schedule for next week at the start of the week, and sending reminder emails every hour.

Most task queues will allow the generation of scheduled tasks, indicating it clearly in their definition, so they will be triggered automatically.

We will see later in the chapter how to generate a scheduled task for Celery.

Some scheduled tasks can be quite big, such as each night sending emails to thousands of recipients. It's very useful to divide a scheduled task, so a small scheduled task is triggered just to add all the individual tasks to the queue that will be processed later...

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