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Python Real-World Projects

You're reading from   Python Real-World Projects Craft your Python portfolio with deployable applications

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Product type Paperback
Published in Sep 2023
Publisher Packt
ISBN-13 9781803246765
Length 478 pages
Edition 1st Edition
Languages
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Author (1):
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Steven F. Lott Steven F. Lott
Author Profile Icon Steven F. Lott
Steven F. Lott
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Table of Contents (20) Chapters Close

Preface 1. Chapter 1: Project Zero: A Template for Other Projects 2. Chapter 2: Overview of the Projects FREE CHAPTER 3. Chapter 3: Project 1.1: Data Acquisition Base Application 4. Chapter 4: Data Acquisition Features: Web APIs and Scraping 5. Chapter 5: Data Acquisition Features: SQL Database 6. Chapter 6: Project 2.1: Data Inspection Notebook 7. Chapter 7: Data Inspection Features 8. Chapter 8: Project 2.5: Schema and Metadata 9. Chapter 9: Project 3.1: Data Cleaning Base Application 10. Chapter 10: Data Cleaning Features 11. Chapter 11: Project 3.7: Interim Data Persistence 12. Chapter 12: Project 3.8: Integrated Data Acquisition Web Service 13. Chapter 13: Project 4.1: Visual Analysis Techniques 14. Chapter 14: Project 4.2: Creating Reports 15. Chapter 15: Project 5.1: Modeling Base Application 16. Chapter 16: Project 5.2: Simple Multivariate Statistics 17. Chapter 17: Next Steps 18. Other Books You Might Enjoy 19. Index

12.2 Overall approach

We’ll take some guidance from the C4 model ( https://c4model.com) when looking at our approach.

  • Context For this project, the context diagram has several use cases: listing available data, downloading available data, starting a process to acquire data, and checking the status of a process acquiring data.

  • Containers Ideally, this runs on a single container that hosts the web service as well as the processing. In some cases, multiple containers will be required because the processing demands are so huge.

  • Components There are two significantly different collections of software components: the web service, and the application programs that run in the background to acquire and clean the data.

  • Code The acquiring and cleaning applications have already been described as separate projects. We’ll focus on the web service.

We’ll decompose the web service application into several components. The following diagram shows the relationship between the RESTful...

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