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Diffstat (limited to 'src/Data/Array/Nested/Shaped/Base.hs')
-rw-r--r-- | src/Data/Array/Nested/Shaped/Base.hs | 235 |
1 files changed, 235 insertions, 0 deletions
diff --git a/src/Data/Array/Nested/Shaped/Base.hs b/src/Data/Array/Nested/Shaped/Base.hs new file mode 100644 index 0000000..74c231d --- /dev/null +++ b/src/Data/Array/Nested/Shaped/Base.hs @@ -0,0 +1,235 @@ +{-# LANGUAGE DataKinds #-} +{-# LANGUAGE DeriveGeneric #-} +{-# LANGUAGE FlexibleContexts #-} +{-# LANGUAGE FlexibleInstances #-} +{-# LANGUAGE ImportQualifiedPost #-} +{-# LANGUAGE InstanceSigs #-} +{-# LANGUAGE RankNTypes #-} +{-# LANGUAGE ScopedTypeVariables #-} +{-# LANGUAGE StandaloneDeriving #-} +{-# LANGUAGE StandaloneKindSignatures #-} +{-# LANGUAGE TypeApplications #-} +{-# LANGUAGE TypeFamilies #-} +{-# LANGUAGE TypeOperators #-} +{-# LANGUAGE UndecidableInstances #-} +{-# OPTIONS_HADDOCK not-home #-} +module Data.Array.Nested.Shaped.Base where + +import Prelude hiding (mappend, mconcat) + +import Control.DeepSeq (NFData(..)) +import Control.Monad.ST +import Data.Bifunctor (first) +import Data.Coerce (coerce) +import Data.Kind (Type) +import Data.List.NonEmpty (NonEmpty) +import Data.Proxy +import Foreign.Storable (Storable) +import GHC.Float qualified (expm1, log1mexp, log1p, log1pexp) +import GHC.Generics (Generic) +import GHC.TypeLits + +import Data.Array.Mixed.Types +import Data.Array.XArray (XArray) +import Data.Array.Nested.Internal.Lemmas +import Data.Array.Nested.Mixed +import Data.Array.Nested.Mixed.Shape +import Data.Array.Nested.Shaped.Shape +import Data.Array.Strided.Arith + + +-- | A shape-typed array: the full shape of the array (the sizes of its +-- dimensions) is represented on the type level as a list of 'Nat's. Note that +-- these are "GHC.TypeLits" naturals, because we do not need induction over +-- them and we want very large arrays to be possible. +-- +-- Like for 'Ranked', the valid elements are described by the 'Elt' type class, +-- and 'Shaped' itself is again an instance of 'Elt' as well. +-- +-- 'Shaped' is a newtype around a 'Mixed' of 'Just's. +type Shaped :: [Nat] -> Type -> Type +newtype Shaped sh a = Shaped (Mixed (MapJust sh) a) +deriving instance Eq (Mixed (MapJust sh) a) => Eq (Shaped sh a) +deriving instance Ord (Mixed (MapJust sh) a) => Ord (Shaped sh a) + +instance (Show a, Elt a) => Show (Shaped n a) where + showsPrec d arr@(Shaped marr) = + let sh = show (shsToList (sshape arr)) + in showsMixedArray ("sfromListLinear " ++ sh) ("sreplicate " ++ sh) d marr + +instance Elt a => NFData (Shaped sh a) where + rnf (Shaped arr) = rnf arr + +-- just unwrap the newtype and defer to the general instance for nested arrays +newtype instance Mixed sh (Shaped sh' a) = M_Shaped (Mixed sh (Mixed (MapJust sh') a)) + deriving (Generic) + +deriving instance Eq (Mixed sh (Mixed (MapJust sh') a)) => Eq (Mixed sh (Shaped sh' a)) + +newtype instance MixedVecs s sh (Shaped sh' a) = MV_Shaped (MixedVecs s sh (Mixed (MapJust sh') a)) + +instance Elt a => Elt (Shaped sh a) where + mshape (M_Shaped arr) = mshape arr + mindex (M_Shaped arr) i = Shaped (mindex arr i) + + mindexPartial :: forall sh1 sh2. Mixed (sh1 ++ sh2) (Shaped sh a) -> IIxX sh1 -> Mixed sh2 (Shaped sh a) + mindexPartial (M_Shaped arr) i = + coerce @(Mixed sh2 (Mixed (MapJust sh) a)) @(Mixed sh2 (Shaped sh a)) $ + mindexPartial arr i + + mscalar (Shaped x) = M_Shaped (M_Nest ZSX x) + + mfromListOuter :: forall sh'. NonEmpty (Mixed sh' (Shaped sh a)) -> Mixed (Nothing : sh') (Shaped sh a) + mfromListOuter l = M_Shaped (mfromListOuter (coerce l)) + + mtoListOuter :: forall n sh'. Mixed (n : sh') (Shaped sh a) -> [Mixed sh' (Shaped sh a)] + mtoListOuter (M_Shaped arr) + = coerce @[Mixed sh' (Mixed (MapJust sh) a)] @[Mixed sh' (Shaped sh a)] (mtoListOuter arr) + + mlift :: forall sh1 sh2. + StaticShX sh2 + -> (forall sh' b. Storable b => StaticShX sh' -> XArray (sh1 ++ sh') b -> XArray (sh2 ++ sh') b) + -> Mixed sh1 (Shaped sh a) -> Mixed sh2 (Shaped sh a) + mlift ssh2 f (M_Shaped arr) = + coerce @(Mixed sh2 (Mixed (MapJust sh) a)) @(Mixed sh2 (Shaped sh a)) $ + mlift ssh2 f arr + + mlift2 :: forall sh1 sh2 sh3. + StaticShX sh3 + -> (forall sh' b. Storable b => StaticShX sh' -> XArray (sh1 ++ sh') b -> XArray (sh2 ++ sh') b -> XArray (sh3 ++ sh') b) + -> Mixed sh1 (Shaped sh a) -> Mixed sh2 (Shaped sh a) -> Mixed sh3 (Shaped sh a) + mlift2 ssh3 f (M_Shaped arr1) (M_Shaped arr2) = + coerce @(Mixed sh3 (Mixed (MapJust sh) a)) @(Mixed sh3 (Shaped sh a)) $ + mlift2 ssh3 f arr1 arr2 + + mliftL :: forall sh1 sh2. + StaticShX sh2 + -> (forall sh' b. Storable b => StaticShX sh' -> NonEmpty (XArray (sh1 ++ sh') b) -> NonEmpty (XArray (sh2 ++ sh') b)) + -> NonEmpty (Mixed sh1 (Shaped sh a)) -> NonEmpty (Mixed sh2 (Shaped sh a)) + mliftL ssh2 f l = + coerce @(NonEmpty (Mixed sh2 (Mixed (MapJust sh) a))) + @(NonEmpty (Mixed sh2 (Shaped sh a))) $ + mliftL ssh2 f (coerce l) + + mcastPartial ssh1 ssh2 psh' (M_Shaped arr) = M_Shaped (mcastPartial ssh1 ssh2 psh' arr) + + mtranspose perm (M_Shaped arr) = M_Shaped (mtranspose perm arr) + + mconcat l = M_Shaped (mconcat (coerce l)) + + mrnf (M_Shaped arr) = mrnf arr + + type ShapeTree (Shaped sh a) = (ShS sh, ShapeTree a) + + mshapeTree (Shaped arr) = first shCvtXS' (mshapeTree arr) + + mshapeTreeEq _ (sh1, t1) (sh2, t2) = sh1 == sh2 && mshapeTreeEq (Proxy @a) t1 t2 + + mshapeTreeEmpty _ (sh, t) = shsSize sh == 0 && mshapeTreeEmpty (Proxy @a) t + + mshowShapeTree _ (sh, t) = "(" ++ show sh ++ ", " ++ mshowShapeTree (Proxy @a) t ++ ")" + + marrayStrides (M_Shaped arr) = marrayStrides arr + + mvecsWrite :: forall sh' s. IShX sh' -> IIxX sh' -> Shaped sh a -> MixedVecs s sh' (Shaped sh a) -> ST s () + mvecsWrite sh idx (Shaped arr) vecs = + mvecsWrite sh idx arr + (coerce @(MixedVecs s sh' (Shaped sh a)) @(MixedVecs s sh' (Mixed (MapJust sh) a)) + vecs) + + mvecsWritePartial :: forall sh1 sh2 s. + IShX (sh1 ++ sh2) -> IIxX sh1 -> Mixed sh2 (Shaped sh a) + -> MixedVecs s (sh1 ++ sh2) (Shaped sh a) + -> ST s () + mvecsWritePartial sh idx arr vecs = + mvecsWritePartial sh idx + (coerce @(Mixed sh2 (Shaped sh a)) + @(Mixed sh2 (Mixed (MapJust sh) a)) + arr) + (coerce @(MixedVecs s (sh1 ++ sh2) (Shaped sh a)) + @(MixedVecs s (sh1 ++ sh2) (Mixed (MapJust sh) a)) + vecs) + + mvecsFreeze :: forall sh' s. IShX sh' -> MixedVecs s sh' (Shaped sh a) -> ST s (Mixed sh' (Shaped sh a)) + mvecsFreeze sh vecs = + coerce @(Mixed sh' (Mixed (MapJust sh) a)) + @(Mixed sh' (Shaped sh a)) + <$> mvecsFreeze sh + (coerce @(MixedVecs s sh' (Shaped sh a)) + @(MixedVecs s sh' (Mixed (MapJust sh) a)) + vecs) + +instance (KnownShS sh, KnownElt a) => KnownElt (Shaped sh a) where + memptyArrayUnsafe :: forall sh'. IShX sh' -> Mixed sh' (Shaped sh a) + memptyArrayUnsafe i + | Dict <- lemKnownMapJust (Proxy @sh) + = coerce @(Mixed sh' (Mixed (MapJust sh) a)) @(Mixed sh' (Shaped sh a)) $ + memptyArrayUnsafe i + + mvecsUnsafeNew idx (Shaped arr) + | Dict <- lemKnownMapJust (Proxy @sh) + = MV_Shaped <$> mvecsUnsafeNew idx arr + + mvecsNewEmpty _ + | Dict <- lemKnownMapJust (Proxy @sh) + = MV_Shaped <$> mvecsNewEmpty (Proxy @(Mixed (MapJust sh) a)) + + +liftShaped1 :: forall sh a b. + (Mixed (MapJust sh) a -> Mixed (MapJust sh) b) + -> Shaped sh a -> Shaped sh b +liftShaped1 = coerce + +liftShaped2 :: forall sh a b c. + (Mixed (MapJust sh) a -> Mixed (MapJust sh) b -> Mixed (MapJust sh) c) + -> Shaped sh a -> Shaped sh b -> Shaped sh c +liftShaped2 = coerce + +instance (NumElt a, PrimElt a) => Num (Shaped sh a) where + (+) = liftShaped2 (+) + (-) = liftShaped2 (-) + (*) = liftShaped2 (*) + negate = liftShaped1 negate + abs = liftShaped1 abs + signum = liftShaped1 signum + fromInteger = error "Data.Array.Nested.fromInteger: No singletons available, use explicit sreplicateScal" + +instance (FloatElt a, PrimElt a) => Fractional (Shaped sh a) where + fromRational = error "Data.Array.Nested.fromRational: No singletons available, use explicit sreplicateScal" + recip = liftShaped1 recip + (/) = liftShaped2 (/) + +instance (FloatElt a, PrimElt a) => Floating (Shaped sh a) where + pi = error "Data.Array.Nested.pi: No singletons available, use explicit sreplicateScal" + exp = liftShaped1 exp + log = liftShaped1 log + sqrt = liftShaped1 sqrt + (**) = liftShaped2 (**) + logBase = liftShaped2 logBase + sin = liftShaped1 sin + cos = liftShaped1 cos + tan = liftShaped1 tan + asin = liftShaped1 asin + acos = liftShaped1 acos + atan = liftShaped1 atan + sinh = liftShaped1 sinh + cosh = liftShaped1 cosh + tanh = liftShaped1 tanh + asinh = liftShaped1 asinh + acosh = liftShaped1 acosh + atanh = liftShaped1 atanh + log1p = liftShaped1 GHC.Float.log1p + expm1 = liftShaped1 GHC.Float.expm1 + log1pexp = liftShaped1 GHC.Float.log1pexp + log1mexp = liftShaped1 GHC.Float.log1mexp + +squotArray, sremArray :: (IntElt a, PrimElt a) => Shaped sh a -> Shaped sh a -> Shaped sh a +squotArray = liftShaped2 mquotArray +sremArray = liftShaped2 mremArray + +satan2Array :: (FloatElt a, PrimElt a) => Shaped sh a -> Shaped sh a -> Shaped sh a +satan2Array = liftShaped2 matan2Array + + +sshape :: forall sh a. Elt a => Shaped sh a -> ShS sh +sshape (Shaped arr) = shCvtXS' (mshape arr) |