{-# LANGUAGE CPP #-} {-# LANGUAGE TypeFamilies #-} {-# LANGUAGE TypeOperators #-} -- | -- Module : Systen.Random.Memoized -- Description : Memoized random number generation -- Copyright : © 2015 Johan Kiviniemi -- License : MIT -- Maintainer : Johan Kiviniemi -- Stability : provisional -- Portability : CPP, TypeFamilies, TypeOperators -- -- A library for generating random numbers in a memoized manner. Implemented as -- a lazy table indexed by serialized 'StdGen'. Monomorphism is used to -- facilitate memoization, users should adapt their design to work with random -- 'Int' values only. -- -- In a benchmark, the initial generation of 100000 random 'Int's took 10.30 -- seconds and consumed 2.5 gigabytes of memory. Generating the 100000 'Int's -- again from the same seed only took 2.06 seconds, a 5-fold speedup thanks to -- memoization! -- -- Incidentally, generating the 100000 'Int's with the non-memoized function -- took 0.12 seconds, but that of course lacks all the benefits of memoization. module System.Random.Memoized ( randomR' , random' , randomRs' , randoms' , randomRIO' , randomIO' , module System.Random ) where import Data.MemoTrie import System.Random #ifdef __GLASGOW_HASKELL__ import GHC.Exts (build) #else -- | A dummy variant of build without fusion. {-# INLINE build #-} build :: ((a -> [a] -> [a]) -> [a] -> [a]) -> [a] build g = g (:) [] #endif newtype StdGen' = StdGen' { unStdGen' :: StdGen } instance HasTrie StdGen' where newtype StdGen' :->: a = StdGenTrie' (String :->: a) trie f = StdGenTrie' (trie (f . StdGen' . read)) untrie (StdGenTrie' t) = untrie t . show . unStdGen' enumerate (StdGenTrie' t) = [ (StdGen' (read a), b) | (a,b) <- enumerate t ] -- | A memoized variant of 'randomR'. randomR' :: (Int, Int) -> StdGen -> (Int, StdGen) randomR' ival = memo2 (\ival' -> randomR ival' . unStdGen') ival . StdGen' -- | A memoized variant of 'random'. random' :: StdGen -> (Int, StdGen) random' = memo (random . unStdGen') . StdGen' -- | A memoized variant of 'randomRs'. {-# INLINE randomRs' #-} randomRs' :: (Int, Int) -> StdGen -> [Int] randomRs' ival g = build (\cons _nil -> buildRandoms cons (randomR' ival) g) -- | A memoized variant of 'randoms'. {-# INLINE randoms' #-} randoms' :: StdGen -> [Int] randoms' g = build (\cons _nil -> buildRandoms cons random' g) -- | A memoized variant of 'randomRIO'. randomRIO' :: (Int, Int) -> IO Int randomRIO' ival = getStdRandom (randomR' ival) -- | A memoized variant of 'randomIO'. randomIO' :: IO Int randomIO' = getStdRandom random' -- | Produce an infinite list-equivalent of random values. -- -- Copied from System.Random verbatim (but originally written by the author of -- Memoized, commit 4695ffa). {-# INLINE buildRandoms #-} buildRandoms :: RandomGen g => (a -> as -> as) -- ^ E.g. '(:)' but subject to fusion -> (g -> (a,g)) -- ^ E.g. 'random' -> g -- ^ A 'RandomGen' instance -> as buildRandoms cons rand = go where -- The seq fixes part of #4218 and also makes fused Core simpler. go g = x `seq` (x `cons` go g') where (x,g') = rand g