loops: Fast imperative-style loops

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loops is a library for fast, imperative-style loops in Haskell. Performance is robust because there is no reliance on fusion. do-notation nests loops, providing syntax cleaner than manual recursion. A class ForEach is provided enabling iteration over common container types.

For best performance, please compile your code with -O2. You should also use GHC's LLVM backend if possible; it generally produces faster executables.


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Properties

Versions 0.1.0.0, 0.1.0.0, 0.1.0.1, 0.2.0.0, 0.2.0.1, 0.2.0.2
Change log None available
Dependencies base (>=4.7 && <5), primitive (>=0.5 && <1), transformers (>=0.3 && <1), vector (>=0.10 && <1) [details]
License BSD-3-Clause
Copyright (c) Thomas Tuegel 2014
Author Thomas Tuegel
Maintainer ttuegel@gmail.com
Category Control
Source repo head: git clone https://github.com/ttuegel/loops.git
Uploaded by ThomasTuegel at 2014-06-11T21:47:31Z

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Readme for loops-0.1.0.0

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loops

Practical summary

Fast, imperative-style loops. Performance is robust because there is no reliance on fusion. do-notation nests loops, providing syntax cleaner than manual recursion. A class ForEach is provided enabling iteration over common container types.

Academic Summary

Loops have the structure of a monad. Bind (>>=) nests loops and return x is a loop with a single iteration over a value x.

Performance

For best performance, please compile your code with -O2. You should also use GHC's LLVM backend if possible; it generally produces faster executables.

A silly example

At first, the statement that "bind nests loops" may seem strange, but can be motivated by the Monad instance for lists. Consider the following do-notation for a list:

module Example where

import Control.Monad.Loop
import Data.Foldable (toList)

-- A list of pairs (i, j) where 0 <= i <= 3 and 0 <= j <= i
nestedList :: [(Int, Int)]
nestedList = do
    i <- [0..3]
    j <- [0..i]
    return (i, j)

If you're not familiar with this use of lists, load up this file in ghci with ghci -isrc -pgmL markdown-unlit README.lhs. (You need to have markdown-unlit installed first.) Enter nestedList at the prompt and see:

>>> nestedList
[(0,0),(1,0),(1,1),(2,0),(2,1),(2,2),(3,0),(3,1),(3,2),(3,3)]

Now let's do something really silly: let's build the same list with a Loop!

nestedList' :: [(Int, Int)]
nestedList' = toList $ loop $ do  -- 'loop' is just an aid to type inference
    i <- for 0 (<= 3) (+ 1)
    j <- for 0 (<= i) (+ 1)
    return (i, j)

You would never actually want to do this. This example is simply to illustrate what "bind nests loops" means in a context most Haskellers are familiar with.

The correspondence between the list monad and the loop monad is not a coincidence! GHC uses stream fusion to reduce (some) uses of lists to simple loops so that the evaluated list is never held in memory. Unfortunately, using lists as loops is dangerous in performance-sensitive code because the fusion rules may fail to fire, leaving you with a fully-evaluated list on the heap! Libraries that rely on fusion require extensive use of inlining, which increases compile time and memory usage dramatically. These are the limitations that inspired me to write this library. A Loop can only evaluate one iteration at a time, so there is no larger data structure that needs to be fused. Consequently, performance is less fragile.

You might complain that this style of programming does not fit Haskell very well, but I would contend just the opposite. As I mentioned above, lists are the more general case of loops: a list can be just a plain loop (fused), or it can be all the iterations of the loop held in memory at once. In fact, lists admit some operations (like reverse) that prevent fusion, but Loop has a refined type that only allows construction of fusible operations! This is exactly where Haskell shines: the type system prevents incorrect (or in this case, undesirable) programs from being written. I see this as part of a (relatively recent) trend in Haskell toward using the type system to guarantee performance in addition to correctness.