module Frames.InCore where
import Control.Applicative
import Control.Monad.Primitive
import Control.Monad.ST (runST)
import Data.Proxy
import Data.Text (Text)
import qualified Data.Vector as VB
import qualified Data.Vector.Generic as VG
import qualified Data.Vector.Generic.Mutable as VGM
import qualified Data.Vector.Unboxed as VU
import qualified Data.Vinyl as V
import Data.Vinyl.Functor (Identity(..))
import Frames.Col
import Frames.Frame
import Frames.Rec
import Frames.RecF
import GHC.Prim (RealWorld)
import qualified Pipes as P
import qualified Pipes.Prelude as P
type family VectorFor t :: * -> *
type instance VectorFor Bool = VU.Vector
type instance VectorFor Int = VU.Vector
type instance VectorFor Float = VU.Vector
type instance VectorFor Double = VU.Vector
type instance VectorFor String = VB.Vector
type instance VectorFor Text = VB.Vector
type VectorMFor a = VG.Mutable (VectorFor a)
initialCapacity :: Int
initialCapacity = 128
type family VectorMs m rs where
VectorMs m '[] = '[]
VectorMs m (s :-> a ': rs) =
s :-> VectorMFor a (PrimState m) a ': VectorMs m rs
type family Vectors rs where
Vectors '[] = '[]
Vectors (s :-> a ': rs) = s :-> VectorFor a a ': Vectors rs
class RecVec rs where
allocRec :: (Applicative m, PrimMonad m)
=> proxy rs -> m (Record (VectorMs m rs))
freezeRec :: (Applicative m, PrimMonad m)
=> proxy rs -> Int -> Record (VectorMs m rs)
-> m (Record (Vectors rs))
growRec :: (Applicative m, PrimMonad m)
=> proxy rs -> Record (VectorMs m rs) -> m (Record (VectorMs m rs))
writeRec :: PrimMonad m
=> proxy rs -> Int -> Record (VectorMs m rs) -> Record rs -> m ()
indexRec :: proxy rs -> Int -> Record (Vectors rs) -> Record rs
produceRec :: proxy rs -> Record (Vectors rs) -> V.Rec ((->) Int) rs
instance RecVec '[] where
allocRec _ = return Nil
freezeRec _ _ V.RNil = return V.RNil
freezeRec _ _ x = case x of
growRec _ V.RNil = return V.RNil
growRec _ x = case x of
indexRec _ _ _ = V.RNil
writeRec _ _ V.RNil V.RNil = return ()
writeRec _ _ x _ = case x of
produceRec _ V.RNil = V.RNil
produceRec _ x = case x of
instance forall s a rs.
(VGM.MVector (VectorMFor a) a,
VG.Mutable (VectorFor a) ~ VectorMFor a,
VG.Vector (VectorFor a) a,
RecVec rs)
=> RecVec (s :-> a ': rs) where
allocRec _ = (&:) <$> VGM.new initialCapacity <*> allocRec (Proxy::Proxy rs)
freezeRec _ n (Identity (Col x) V.:& xs) =
(&:) <$> (VG.unsafeFreeze $ VGM.unsafeSlice 0 n x)
<*> freezeRec (Proxy::Proxy rs) n xs
freezeRec _ _ x = case x of
growRec _ (Identity (Col x) V.:& xs) = (&:) <$> VGM.grow x (VGM.length x)
<*> growRec (Proxy :: Proxy rs) xs
growRec _ x = case x of
writeRec _ !i !(Identity (Col v) V.:& vs) (Identity (Col x) V.:& xs) =
VGM.unsafeWrite v i x >> writeRec (Proxy::Proxy rs) i vs xs
writeRec _ _ _ x = case x of
indexRec _ !i !(Identity (Col x) V.:& xs) =
x VG.! i &: indexRec (Proxy :: Proxy rs) i xs
indexRec _ _ x = case x of
produceRec _ (Identity (Col v) V.:& vs) = frameCons (v VG.!) $
produceRec (Proxy::Proxy rs) vs
produceRec _ x = case x of
inCoreSoA :: forall m rs. (Applicative m, PrimMonad m, RecVec rs)
=> P.Producer (Record rs) m () -> m (Int, V.Rec ((->) Int) rs)
inCoreSoA xs =
do mvs <- allocRec (Proxy :: Proxy rs)
let feed (!i, !sz, !mvs') row
| i == sz = growRec (Proxy::Proxy rs) mvs'
>>= flip feed row . (i, sz*2,)
| otherwise = do writeRec (Proxy::Proxy rs) i mvs' row
return (i+1, sz, mvs')
fin (n,_,mvs') =
do vs <- freezeRec (Proxy::Proxy rs) n mvs'
return . (n,) $ produceRec (Proxy::Proxy rs) vs
P.foldM feed (return (0,initialCapacity,mvs)) fin xs
inCoreAoS :: (Applicative m, PrimMonad m, RecVec rs)
=> P.Producer (Record rs) m () -> m (FrameRec rs)
inCoreAoS = fmap (uncurry toAoS) . inCoreSoA
inCoreAoS' :: (Applicative m, PrimMonad m, RecVec rs)
=> (V.Rec ((->) Int) rs -> V.Rec ((->) Int) ss)
-> P.Producer (Record rs) m () -> m (FrameRec ss)
inCoreAoS' f = fmap (uncurry toAoS . aux) . inCoreSoA
where aux (x,y) = (x, f y)
toAoS :: Int -> V.Rec ((->) Int) rs -> FrameRec rs
toAoS n = Frame n . rtraverse (fmap Identity)
inCore :: forall m n rs. (Applicative m, PrimMonad m, RecVec rs, Monad n)
=> P.Producer (Record rs) m () -> m (P.Producer (Record rs) n ())
inCore xs =
do mvs <- allocRec (Proxy :: Proxy rs)
let feed (!i,!sz,!mvs') row
| i == sz = growRec (Proxy::Proxy rs) mvs'
>>= flip feed row . (i, sz*2,)
| otherwise = do writeRec (Proxy::Proxy rs) i mvs' row
return (i+1, sz, mvs')
fin (n,_,mvs') =
do vs <- freezeRec (Proxy::Proxy rs) n mvs'
let spool !i
| i == n = pure ()
| otherwise = P.yield (indexRec Proxy i vs) >> spool (i+1)
return $ spool 0
P.foldM feed (return (0,initialCapacity,mvs)) fin xs
toFrame :: (P.Foldable f, RecVec rs) => f (Record rs) -> Frame (Record rs)
toFrame xs = runST $ inCoreAoS (P.each xs)
filterFrame :: RecVec rs => (Record rs -> Bool) -> FrameRec rs -> FrameRec rs
filterFrame p f = runST $ inCoreAoS $ P.each f P.>-> P.filter p