Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
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

Arrow left icon
Product type Paperback
Published in Jun 2014
Publisher
ISBN-13 9781783286331
Length 334 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Nishant Shukla Nishant Shukla
Author Profile Icon Nishant Shukla
Nishant Shukla
Arrow right icon
View More author details
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

Parallelizing pure functions using the Par monad

The Par monad from the Control.Monad.Par package is used to speed up pure functions using parallel threads. Information flow is guided by variables called IVar. We can put values to IVar in parallel or get values from it.

Getting ready

Install the Par monad on cabal as follows:

$ cabal install monad-par

How to do it…

  1. Import the Par monad as follows:
    import Control.Monad.Par
  2. Run a computation in parallel, and perform some interesting function such as counting the number of digits and printing it out.
    main = print $ length $ show $ runPar mypar
  3. Define an I/O type action as follows:
    mypar = do 
      v1 <- new :: Par (IVar Integer)
      v2 <- new :: Par (IVar Integer)
      fork $ put v1 task1
      fork $ put v2 task2
      v1' <- get v1
      v2' <- get v2
      return (v1' + v2')  
  4. Perform a time-consuming task as follows:
    task1 = 8^8^8
  5. Perform another time-consuming task as follows:
    task2 = 8^8^7
  6. Compile the code with the threaded and rtsopts...
lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at €18.99/month. Cancel anytime