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Functional Python Programming, 3rd edition - Third Edition

You're reading from  Functional Python Programming, 3rd edition - Third Edition

Product type Book
Published in Dec 2022
Publisher Packt
ISBN-13 9781803232577
Pages 576 pages
Edition 3rd Edition
Languages
Author (1):
Steven F. Lott Steven F. Lott
Profile icon Steven F. Lott

Table of Contents (18) Chapters

Preface
1. Chapter 1: Understanding Functional Programming 2. Chapter 2: Introducing Essential Functional Concepts 3. Chapter 3: Functions, Iterators, and Generators 4. Chapter 4: Working with Collections 5. Chapter 5: Higher-Order Functions 6. Chapter 6: Recursions and Reductions 7. Chapter 7: Complex Stateless Objects 8. Chapter 8: The Itertools Module 9. Chapter 9: Itertools for Combinatorics – Permutations and Combinations 10. Chapter 10: The Functools Module 11. Chapter 11: The Toolz Package 12. Chapter 12: Decorator Design Techniques 13. Chapter 13: The PyMonad Library 14. Chapter 14: The Multiprocessing, Threading, and Concurrent.Futures Modules 15. Chapter 15: A Functional Approach to Web Services 16. Other Books You Might Enjoy
17. Index

6.2 Reductions and folding a collection from many items to one

We can consider the sum() function to have the following kind of definition. We could say that the sum of a collection is 0 for an empty collection. For a non-empty collection, the sum is the first element plus the sum of the remaining elements:

 (| { 0 if n = 0 sum ([c0,c1,c2,...,cn]) = | ( c0 + sum ([c1,c2,...,cn]) if n > 0

We can use a slightly simplified notation called the Bird-Meertens Formalism. This uses [c0,c1,...cn] to show how some arbitrary binary operator, , can be applied to a sequence of values. It’s used as follows to summarize a recursive definition into something a little easier to work with:

sum ([c0,c1,c2,...,cn]) = + ∕[c0,c1,c2,...,cn] = 0+ c0 + c1 + ...+ cn

We’ve effectively folded the + operator between each item of the sequence. Implicitly, the processing will be done left to right. This could be called a ”fold left” way of reducing a collection to a single value. We could also imagine grouping the operators from right to left, calling this a ”fold right.” While some compiled...

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