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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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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

3.8 Designing recursive functions around Python’s stack limits

Some functions can be defined clearly and succinctly using a recursive formula. There are two common examples of this.

The factorial function has the following recursive definition:

 ( |{ n! = 1 if n = 0, |( n × (n− 1)! if n > 0.

The recursive rule for computing a Fibonacci number, Fn, has the following definition:

 ( |{ F = 1 if n = 0∨ n = 1, n |( Fn −1 + Fn −2 if n > 1.

Each of these involves a case that has a simple defined value and a case that involves computing the function’s value, based on other values of the same function.

The problem we have is that Python imposes an upper limit for these kinds of recursive function evaluations. While Python’s integers can easily compute the value of 1000!, the stack limit prevents us from computing this casually.

Pragmatically, the filesystem is an example of a recursive data structure. Each directory contains subdirectories. Recursive function definitions can be used...

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