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Modern Python Cookbook

You're reading from   Modern Python Cookbook 130+ updated recipes for modern Python 3.12 with new techniques and tools

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Product type Paperback
Published in Jul 2024
Publisher Packt
ISBN-13 9781835466384
Length 818 pages
Edition 3rd 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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Toc

Table of Contents (20) Chapters Close

Preface 1. Chapter 1 Numbers, Strings, and Tuples FREE CHAPTER 2. Chapter 2 Statements and Syntax 3. Chapter 3 Function Definitions 4. Chapter 4 Built-In Data Structures Part 1: Lists and Sets 5. Chapter 5 Built-In Data Structures Part 2: Dictionaries 6. Chapter 6 User Inputs and Outputs 7. Chapter 7 Basics of Classes and Objects 8. Chapter 8 More Advanced Class Design 9. Chapter 9 Functional Programming Features 10. Chapter 10 Working with Type Matching and Annotations 11. Chapter 11 Input/Output, Physical Format, and Logical Layout 12. Chapter 12 Graphics and Visualization with Jupyter Lab 13. Chapter 13 Application Integration: Configuration 14. Chapter 14 Application Integration: Combination 15. Chapter 15 Testing 16. Chapter 16 Dependencies and Virtual Environments 17. Chapter 17 Documentation and Style 18. Other Books You May Enjoy
19. Index

16.7 Coping with changes in dependencies

As we noted in the Installing packages with a requirements.txt file, all packages on which an application is built are in a constant state of flux. Each project has a distinct tempo for updates. To manage the constant change, it’s important for people developing applications to track dependencies carefully.

A common complaint about Python is sometimes summarized as dependency hell. This summarizes the work required to track and test with new dependencies, some of which may be in conflict. This work to manage change is essential; it’s the minimum required to maintain a viable product. Instead of adding features, it preserves functionality in a world of constant change.

There are two common cases where upgrades turn into more than simply installing and testing with upgraded packages:

  • Changes that break our application in some way

  • Incompatibilities among packages our application depends...

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