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Modern Python Cookbook

You're reading from   Modern Python Cookbook The latest in modern Python recipes for the busy modern programmer

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Product type Paperback
Published in Nov 2016
Publisher Packt
ISBN-13 9781786469250
Length 692 pages
Edition 1st Edition
Languages
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Toc

Table of Contents (18) Chapters Close

Title Page
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
1. Numbers, Strings, and Tuples FREE CHAPTER 2. Statements and Syntax 3. Function Definitions 4. Built-in Data Structures – list, set, dict 5. User Inputs and Outputs 6. Basics of Classes and Objects 7. More Advanced Class Design 8. Input/Output, Physical Format, and Logical Layout 9. Testing 10. Web Services 11. Application Integration Index

Implementing "there exists" processing


The processing patterns we've been looking at can all be summarized with the quantifier 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 use the quantifier to make this explicit: {M(x) ∀ x: xC}

  • Filter: For all items in the source, pass those for which the filter function is true. Here also, we've used the quantifier to make this explicit. We want all values, x, from a set, C, if some function, F(x), is true: {xx: xC if F(x)}

  • Reduce: For all items in the source, use the given operator and base value to compute a summary. The rule for this is a recursion that clearly works for all values of the source collection or iterable: .

We've used the notation C0..n in the Pythonic sense of an open-ended range. Values with index positions of 0 and n-1 are included, but the value at index position n is not included. This means that there are no elements in this range.

What...

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