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Modern Python Cookbook

You're reading from   Modern Python Cookbook 133 recipes to develop flawless and expressive programs in Python 3.8

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781800207455
Length 822 pages
Edition 2nd 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 (18) Chapters Close

Preface 1. Numbers, Strings, and Tuples 2. Statements and Syntax FREE CHAPTER 3. Function Definitions 4. Built-In Data Structures Part 1: Lists and Sets 5. Built-In Data Structures Part 2: Dictionaries 6. User Inputs and Outputs 7. Basics of Classes and Objects 8. More Advanced Class Design 9. Functional Programming Features 10. Input/Output, Physical Format, and Logical Layout 11. Testing 12. Web Services 13. Application Integration: Configuration 14. Application Integration: Combination 15. Statistical Programming and Linear Regression 16. Other Books You May Enjoy
17. Index

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, , apply the map function, . We can change notation to have an explicit use of the universal quantifier: .
  • Filter: For all items in the source, pass those for which the filter function is true. Here, also, we've used the universal quantifier to make this explicit: .
  • 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 like .

There are also cases where we are only interested in locating a single item. We often describe these cases as a search to show there exists at least one item where a condition is true. This can be called the existential quantifier, ,...

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