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Haskell Data Analysis cookbook

You're reading from   Haskell Data Analysis cookbook Explore intuitive data analysis techniques and powerful machine learning methods using over 130 practical recipes

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Product type Paperback
Published in Jun 2014
Publisher
ISBN-13 9781783286331
Length 334 pages
Edition 1st Edition
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Author (1):
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Nishant Shukla Nishant Shukla
Author Profile Icon Nishant Shukla
Nishant Shukla
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Toc

Table of Contents (14) Chapters Close

Preface 1. The Hunt for Data FREE CHAPTER 2. Integrity and Inspection 3. The Science of Words 4. Data Hashing 5. The Dance with Trees 6. Graph Fundamentals 7. Statistics and Analysis 8. Clustering and Classification 9. Parallel and Concurrent Design 10. Real-time Data 11. Visualizing Data 12. Exporting and Presenting Index

Performing fast comparisons between data types


The StableName package allows us to establish constant time comparisons of arbitrary data types. The Hackage documentation elegantly describes this (http://hackage.haskell.org/package/base-4.7.0.0/docs/System-Mem-StableName.html):

"Stable names solve the following problem: suppose you want to build a hash table with Haskell objects as keys, but you want to use pointer equality for comparison; maybe because the keys are large and hashing would be slow, or perhaps because the keys are infinite in size. We can't build a hash table using the address of the object as the key, because objects get moved around by the garbage collector, meaning a re-hash would be necessary after every garbage collection."

How to do it…

  1. Import the built-in StableName package as follows:

    import System.Mem.StableName
  2. Create a custom data type as follows:

    data Point = Point [Int]
  3. In main, define two points as follows:

      main = do
        let p1 = Point [1..]
        let p2 = Point [2,4...
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