Book Image

Haskell High Performance Programming

By : Samuli Thomasson
Book Image

Haskell High Performance Programming

By: Samuli Thomasson

Overview of this book

Haskell, with its power to optimize the code and its high performance, is a natural candidate for high performance programming. It is especially well suited to stacking abstractions high with a relatively low performance cost. This book addresses the challenges of writing efficient code with lazy evaluation and techniques often used to optimize the performance of Haskell programs. We open with an in-depth look at the evaluation of Haskell expressions and discuss optimization and benchmarking. You will learn to use parallelism and we'll explore the concept of streaming. We’ll demonstrate the benefits of running multithreaded and concurrent applications. Next we’ll guide you through various profiling tools that will help you identify performance issues in your program. We’ll end our journey by looking at GPGPU, Cloud and Functional Reactive Programming in Haskell. At the very end there is a catalogue of robust library recommendations with code samples. By the end of the book, you will be able to boost the performance of any app and prepare it to stand up to real-world punishment.
Table of Contents (21 chapters)
Haskell High Performance Programming
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface
Index

Primitive parallelism and the Runtime System


In Haskell, parallel execution (of pure values) boils down to evaluating thunks into WHNF simultaneously. The GHC primitive we can use to annotate parallelism is called par, exported from the Control.Parallel module in the parallel package:

par :: a → b → b

Note that par has exactly the same type as seq, which is used to control strictness. So whereas a `seq` b ensures that a is evaluated when b is evaluated, a `par` b evaluates a in parallel with b.

Let's start with a simple example. Everyone's favorite naive Fibonacci function appears again. This time, however, we will be calculating multiple Fibonacci numbers simultaneously. The following program prints Fibonacci numbers between 37 and 40:

-- file: fib.hs
fib :: Int -> Int
fib n
  | n <= 1 = 1
  | otherwise = let a = fib (n - 1)
                    b = fib (n - 2)
                    in a + b

main = print $
  let x = fib 37
      y = fib 38
      z = fib 39
      w = fib 40
      in (x,y...