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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

9.7 Implementing “there exists” processing

The processing patterns we’ve been looking at can all be summarized with the universal quantifier, , meaning for all. It’s been an implicit part of all of the processing definitions:

  • Map: For all items in the source, S, apply the map function, m(x). We can use the universal quantifier: xSm(x).

  • Filter: This, also, means for all items in the source, S, pass those for which the filter function, f(x), is true. Here, also, we can use the universal quantifier: xSx if f(x).

  • Reduce: For all items in the source, use the given operator and base value to compute a summary. The universal quantification is implicit in the definition of operators xSx and xSx.

Contrast these universal functions with the cases where we are only interested in locating a single item. We often describe these cases as...

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