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Python Real-World Projects

You're reading from  Python Real-World Projects

Product type Book
Published in Sep 2023
Publisher Packt
ISBN-13 9781803246765
Pages 478 pages
Edition 1st Edition
Languages
Author (1):
Steven F. Lott Steven F. Lott
Profile icon Steven F. Lott

Table of Contents (20) Chapters

Preface 1. Chapter 1: Project Zero: A Template for Other Projects 2. Chapter 2: Overview of the Projects 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

3.2 Architectural approach

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

  • Context: For this project, a context diagram would show a user extracting data from a source. You may find it helpful to draw this diagram.

  • Containers: This project will run on the user’s personal computer. As with the context, the diagram is small, but some readers may find it helpful to take the time to draw it.

  • Components: We’ll address these below.

  • Code: We’ll touch on this to provide some suggested directions.

We can decompose the software architecture into these two important components:

  • model: This module has definitions of target objects. In this project, there’s only a single class here.

  • extract: This module will read the source document and creates model objects.

Additionally, there will need to be these additional functions:

  • A function for parsing the command-line options.

  • A main() function to parse options and do...

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