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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

Lexing and parsing an e-mail address


An elegant way to clean data is by defining a lexer to split up a string into tokens. In this recipe, we will parse an e-mail address using the attoparsec library. This will naturally allow us to ignore the surrounding whitespace.

Getting ready

Import the attoparsec parser combinator library:

$ cabal install attoparsec

How to do it…

Create a new file, which we will call Main.hs, and perform the following steps:

  1. Use the GHC OverloadedStrings language extension to more legibly use the Text data type throughout the code. Also, import the other relevant libraries:

    {-# LANGUAGE OverloadedStrings #-}
    import Data.Attoparsec.Text
    import Data.Char (isSpace, isAlphaNum)
  2. Declare a data type for an e-mail address:

    data E-mail = E-mail 
      { user :: String
      , host :: String
      } deriving Show
  3. Define how to parse an e-mail address. This function can be as simple or as complicated as required:

    e-mail :: Parser E-mail
    e-mail = do
      skipSpace
      user <- many' $ satisfy isAlphaNum...
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