{-# LANGUAGE DataKinds #-} {-# LANGUAGE DerivingVia #-} {-# LANGUAGE GeneralizedNewtypeDeriving #-} {-# LANGUAGE LinearTypes #-} {-# LANGUAGE NoImplicitPrelude #-} {-# LANGUAGE StandaloneDeriving #-} -- | This module provides a linear 'Num' class with instances. -- Import this module to use linear versions of @(+)@, @(-)@, etc, on numeric -- types like 'Int' and 'Double'. -- -- == The Typeclass Hierarchy -- -- The 'Num' class is broken up into several instances. Here is the basic -- hierarchy: -- -- * Additive ⊆ AddIdentity ⊆ AdditiveGroup -- * MultIdentity ⊆ MultIdentity -- * (AddIdentity ∩ MultIdentity) ⊆ Semiring -- * (AdditiveGroup ∩ Semiring) ⊆ Ring -- * (FromInteger ∩ Ring) ⊆ Num -- module Data.Num.Linear ( -- * Num and sub-classes Num(..) , Additive(..) , AddIdentity(..) , AdditiveGroup(..) , Multiplicative(..) , MultIdentity(..) , Semiring , Ring , FromInteger(..) -- * Mechanisms for deriving instances , Adding(..), getAdded , Multiplying(..), getMultiplied ) where -- TODO: flesh out laws import qualified Prelude import Data.Unrestricted.Linear import qualified Unsafe.Linear as Unsafe import Data.Monoid.Linear -- | A type that can be added linearly. The operation @(+)@ is associative and -- commutative, i.e., for all @a@, @b@, @c@ -- -- > (a + b) + c = a + (b + c) -- > a + b = b + c class Additive a where (+) :: a %1-> a %1-> a -- | An 'Additive' type with an identity on @(+)@. class Additive a => AddIdentity a where zero :: a -- | An 'AddIdentity' with inverses that satisfies -- the laws of an [abelian group](https://en.wikipedia.org/wiki/Abelian_group) class AddIdentity a => AdditiveGroup a where {-# MINIMAL negate | (-) #-} negate :: a %1-> a negate x = zero - x (-) :: a %1-> a %1-> a x - y = x + negate y -- | A numeric type with an associative @(*)@ operation class Multiplicative a where (*) :: a %1-> a %1-> a -- | A 'Multipcative' type with an identity for @(*)@ class Multiplicative a => MultIdentity a where one :: a -- | A [semiring](https://en.wikipedia.org/wiki/Semiring) class. This is -- basically a numeric type with mutliplication, addition and with identities -- for each. The laws: -- -- > zero * x = zero -- > a * (b + c) = (a * b) + (a * c) class (AddIdentity a, MultIdentity a) => Semiring a where -- Note: -- Having a linear (*) means we can't short-circuit multiplication by zero -- | A 'Ring' instance is a numeric type with @(+)@, @(-)@, @(*)@ and all -- the following properties: a group with @(+)@ and a 'MultIdentity' with @(*)@ -- along with distributive laws. class (AdditiveGroup a, Semiring a) => Ring a where -- | A numeric type that 'Integer's can be embedded into while satisfying -- all the typeclass laws @Integer@s obey. That is, if there's some property -- like commutivity of integers @x + y == y + x@, then we must have: -- -- > fromInteger x + fromInteger y == fromInteger y + fromInteger x -- -- For mathy folk: @fromInteger@ should be a homomorphism over @(+)@ and @(*)@. class FromInteger a where fromInteger :: Prelude.Integer %1-> a -- XXX: subclass of Prelude.Num? subclass of Eq? class (Ring a, FromInteger a) => Num a where {-# MINIMAL abs, signum #-} -- XXX: is it fine to insist abs,signum are linear? I think it is abs :: a %1-> a signum :: a %1-> a newtype MovableNum a = MovableNum a deriving (Consumable, Dupable, Movable, Prelude.Num) instance (Movable a, Prelude.Num a) => Additive (MovableNum a) where (+) = liftU2 (Prelude.+) instance (Movable a, Prelude.Num a) => AddIdentity (MovableNum a) where zero = MovableNum 0 instance (Movable a, Prelude.Num a) => AdditiveGroup (MovableNum a) where (-) = liftU2 (Prelude.-) instance (Movable a, Prelude.Num a) => Multiplicative (MovableNum a) where (*) = liftU2 (Prelude.*) instance (Movable a, Prelude.Num a) => MultIdentity (MovableNum a) where one = MovableNum 1 instance (Movable a, Prelude.Num a) => Semiring (MovableNum a) where instance (Movable a, Prelude.Num a) => Ring (MovableNum a) where instance (Movable a, Prelude.Num a) => FromInteger (MovableNum a) where fromInteger = Unsafe.toLinear Prelude.fromInteger instance (Movable a, Prelude.Num a) => Num (MovableNum a) where abs = liftU Prelude.abs signum = liftU Prelude.signum liftU :: (Movable a) => (a -> b) %1-> (a %1-> b) liftU f x = lifted f (move x) where lifted :: (a -> b) %1-> (Ur a %1-> b) lifted g (Ur a) = g a liftU2 :: (Movable a, Movable b) => (a -> b -> c) %1-> (a %1-> b %1-> c) liftU2 f x y = lifted f (move x) (move y) where lifted :: (a -> b -> c) %1-> (Ur a %1-> Ur b %1-> c) lifted g (Ur a) (Ur b) = g a b -- A newtype wrapper to give the underlying monoid for an additive structure. newtype Adding a = Adding a deriving Prelude.Semigroup via NonLinear (Adding a) getAdded :: Adding a %1-> a getAdded (Adding x) = x instance Additive a => Semigroup (Adding a) where Adding a <> Adding b = Adding (a + b) instance AddIdentity a => Prelude.Monoid (Adding a) where mempty = Adding zero instance AddIdentity a => Monoid (Adding a) -- A newtype wrapper to give the underlying monoid for a multiplicative structure. newtype Multiplying a = Multiplying a deriving Prelude.Semigroup via NonLinear (Multiplying a) getMultiplied :: Multiplying a %1-> a getMultiplied (Multiplying x) = x instance Multiplicative a => Semigroup (Multiplying a) where Multiplying a <> Multiplying b = Multiplying (a * b) instance MultIdentity a => Prelude.Monoid (Multiplying a) where mempty = Multiplying one instance MultIdentity a => Monoid (Multiplying a) deriving via MovableNum Prelude.Int instance Additive Prelude.Int deriving via MovableNum Prelude.Double instance Additive Prelude.Double deriving via MovableNum Prelude.Int instance AddIdentity Prelude.Int deriving via MovableNum Prelude.Double instance AddIdentity Prelude.Double deriving via MovableNum Prelude.Int instance AdditiveGroup Prelude.Int deriving via MovableNum Prelude.Double instance AdditiveGroup Prelude.Double deriving via MovableNum Prelude.Int instance Multiplicative Prelude.Int deriving via MovableNum Prelude.Double instance Multiplicative Prelude.Double deriving via MovableNum Prelude.Int instance MultIdentity Prelude.Int deriving via MovableNum Prelude.Double instance MultIdentity Prelude.Double deriving via MovableNum Prelude.Int instance Semiring Prelude.Int deriving via MovableNum Prelude.Double instance Semiring Prelude.Double deriving via MovableNum Prelude.Int instance Ring Prelude.Int deriving via MovableNum Prelude.Double instance Ring Prelude.Double deriving via MovableNum Prelude.Int instance FromInteger Prelude.Int deriving via MovableNum Prelude.Double instance FromInteger Prelude.Double deriving via MovableNum Prelude.Int instance Num Prelude.Int deriving via MovableNum Prelude.Double instance Num Prelude.Double