connections-0.3.0: src/Data/Lattice.hs
{-# LANGUAGE ConstraintKinds #-}
{-# LANGUAGE DataKinds #-}
{-# LANGUAGE DefaultSignatures #-}
{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE FlexibleInstances #-}
{-# LANGUAGE KindSignatures #-}
{-# LANGUAGE MultiParamTypeClasses #-}
{-# LANGUAGE Safe #-}
{-# LANGUAGE ScopedTypeVariables #-}
{-# LANGUAGE TypeApplications #-}
-- | Lattices & algebras
module Data.Lattice (
-- * Semilattice
Lattice,
Semilattice (..),
-- ** Meet
Meet,
(/\),
top,
-- ** Join
Join,
(\/),
bottom,
-- * Algebra
Biheyting,
Algebra (..),
-- ** Heyting
Heyting,
(//),
iff,
neg,
middle,
heyting,
booleanR,
-- ** Coheyting
Coheyting,
(\\),
equiv,
non,
boundary,
coheyting,
booleanL,
-- ** Symmetric
Symmetric (..),
converseL,
converseR,
symmetricL,
symmetricR,
-- ** Boolean
Boolean (..),
) where
import safe Data.Bifunctor (bimap)
import safe Data.Bool hiding (not)
import safe Data.Connection.Class hiding ((/\), (\/))
import safe Data.Connection.Conn
import safe Data.Either
import safe Data.Int
import safe qualified Data.IntMap as IntMap
import safe qualified Data.IntSet as IntSet
import safe qualified Data.Map as Map
import safe Data.Order
import safe Data.Order.Extended
import safe Data.Order.Syntax
import safe qualified Data.Set as Set
import safe Data.Word
import safe Prelude hiding (Eq (..), Ord (..), ceiling, floor, not)
import safe qualified Prelude as P
-------------------------------------------------------------------------------
-- Lattices
-------------------------------------------------------------------------------
type Lattice a = (Join a, Meet a)
-- | A convenience alias for a join semilattice
type Join = Semilattice 'L
-- | A convenience alias for a meet semilattice
type Meet = Semilattice 'R
-- | Bounded < https://ncatlab.org/nlab/show/lattice lattices >.
--
-- A lattice is a partially ordered set in which every two elements have a unique join
-- (least upper bound or supremum) and a unique meet (greatest lower bound or infimum).
--
-- A bounded lattice adds unique elements 'top' and 'bottom', which serve as
-- identities to '\/' and '/\', respectively.
--
-- /Neutrality/:
--
-- @
-- x '\/' 'bottom' = x
-- x '/\' 'top' = x
-- 'glb' 'bottom' x 'top' = x
-- 'lub' 'bottom' x 'top' = x
-- @
--
-- /Associativity/
--
-- @
-- x '\/' (y '\/' z) = (x '\/' y) '\/' z
-- x '/\' (y '/\' z) = (x '/\' y) '/\' z
-- @
--
-- /Commutativity/
--
-- @
-- x '\/' y = y '\/' x
-- x '/\' y = y '/\' x
-- @
--
-- /Idempotency/
--
-- @
-- x '\/' x = x
-- x '/\' x = x
-- @
--
-- /Absorption/
--
-- @
-- (x '\/' y) '/\' y = y
-- (x '/\' y) '\/' y = y
-- @
--
-- See < https://en.wikipedia.org/wiki/Absorption_law Absorption >.
--
-- Note that distributivity is _not_ a requirement for a complete.
-- However when /a/ is distributive we have:
--
-- @
-- 'glb' x y z = 'lub' x y z
-- @
--
-- See < https://en.wikipedia.org/wiki/Lattice_(order) >.
class Order a => Semilattice (k :: Kan) a where
-- | The defining connection of a bounded semilattice.
--
-- 'bottom' and 'top' are defined by the left and right adjoints to /a -> ()/.
bounded :: Conn k () a
default bounded :: Connection k () a => Conn k () a
bounded = conn
-- | The defining connection of a semilattice.
--
-- '\/' and '/\' are defined by the left and right adjoints to /a -> (a, a)/.
semilattice :: Conn k (a, a) a
default semilattice :: Connection k (a, a) a => Conn k (a, a) a
semilattice = conn
infixr 6 /\ -- comment for the parser
-- | Lattice meet.
--
-- > (/\) = curry $ floor semilattice
(/\) :: Meet a => a -> a -> a
(/\) = curry $ floor semilattice
-- | The unique top element of a bounded lattice
--
-- > x /\ top = x
-- > x \/ top = top
top :: Meet a => a
top = floor bounded ()
infixr 5 \/
-- | Lattice join.
--
-- > (\/) = curry $ lower semilattice
(\/) :: Join a => a -> a -> a
(\/) = curry $ ceiling semilattice
-- | The unique bottom element of a bounded lattice
--
-- > x /\ bottom = bottom
-- > x \/ bottom = x
bottom :: Join a => a
bottom = ceiling bounded ()
-------------------------------------------------------------------------------
-- Heyting algebras
-------------------------------------------------------------------------------
-- | A convenience alias for a Heyting algebra.
type Heyting a = (Lattice a, Algebra 'R a)
-- | A convenience alias for a < https://ncatlab.org/nlab/show/co-Heyting+algebra co-Heyting algebra >.
type Coheyting a = (Lattice a, Algebra 'L a)
-- | A < https://ncatlab.org/nlab/show/co-Heyting+algebra bi-Heyting algebra >.
--
-- /Laws/:
--
-- > neg x <= non x
--
-- with equality occurring iff /a/ is a 'Boolean' algebra.
type Biheyting a = (Coheyting a, Heyting a)
-- | Heyting and co-Heyting algebras
--
-- A Heyting algebra is a bounded, distributive lattice equipped with an
-- implication operation.
--
-- * The complete of closed subsets of a topological space is the primordial
-- example of a /Coheyting/ (co-Algebra) algebra.
--
-- * The dual complete of open subsets of a topological space is likewise
-- the primordial example of a /Heyting/ algebra.
--
-- /Coheyting/:
--
-- Co-implication to /a/ is the lower adjoint of disjunction with /a/:
--
-- > x \\ a <= y <=> x <= y \/ a
--
-- Note that co-Heyting algebras needn't obey the law of non-contradiction:
--
-- > EQ /\ non EQ = EQ /\ GT \\ EQ = EQ /\ GT = EQ /= LT
--
-- See < https://ncatlab.org/nlab/show/co-Algebra+algebra >
--
-- /Heyting/:
--
-- Implication from /a/ is the upper adjoint of conjunction with /a/:
--
-- > x <= a // y <=> a /\ x <= y
--
-- Similarly, Heyting algebras needn't obey the law of the excluded middle:
--
-- > EQ \/ neg EQ = EQ \/ EQ // LT = EQ \/ LT = EQ /= GT
--
-- See < https://ncatlab.org/nlab/show/Heyting+algebra >
class Semilattice k a => Algebra k a where
-- | The defining connection of a (co-)Heyting algebra.
--
-- > algebra @'L x = ConnL (\\ x) (\/ x)
-- > algebra @'R x = ConnR (x /\) (x //)
algebra :: a -> Conn k a a
-------------------------------------------------------------------------------
-- Heyting
-------------------------------------------------------------------------------
infixr 8 // -- same as ^
-- | Logical implication:
--
-- \( a \Rightarrow b = \vee \{x \mid x \wedge a \leq b \} \)
--
-- /Laws/:
--
-- > x /\ y <= z <=> x <= y // z
-- > x // y <= x // (y \/ z)
-- > x <= y => z // x <= z // y
-- > y <= x // (x /\ y)
-- > x <= y <=> x // y = top
-- > (x \/ z) // y <= x // y
-- > (x /\ y) // z = x // y // z
-- > x // (y /\ z) = x // y /\ x // z
-- > x /\ x // y = x /\ y
--
-- >>> False // False
-- True
-- >>> False // True
-- True
-- >>> True // False
-- False
-- >>> True // True
-- True
(//) :: Algebra 'R a => a -> a -> a
(//) = floor . algebra
-- | Intuitionistic equivalence.
--
-- When @a@ is /Bool/ this is 'if-and-only-if'.
iff :: Algebra 'R a => a -> a -> a
iff x y = (x // y) /\ (y // x)
-- | Logical negation.
--
-- @ 'neg' x = x '//' 'bottom' @
--
-- /Laws/:
--
-- > neg bottom = top
-- > neg top = bottom
-- > x <= neg (neg x)
-- > neg (x \/ y) <= neg x
-- > neg (x // y) = neg (neg x) /\ neg y
-- > neg (x \/ y) = neg x /\ neg y
-- > x /\ neg x = bottom
-- > neg (neg (neg x)) = neg x
-- > neg (neg (x \/ neg x)) = top
--
-- Some logics may in addition obey < https://ncatlab.org/nlab/show/De+Morgan+Algebra+algebra De Morgan conditions >.
neg :: Heyting a => a -> a
neg x = x // bottom
-- | The Algebra (< https://ncatlab.org/nlab/show/excluded+middle not necessarily excluded>) middle operator.
middle :: Heyting a => a -> a
middle x = x \/ neg x
-- | Default constructor for a Algebra algebra.
heyting :: Meet a => (a -> a -> a) -> a -> ConnR a a
heyting f a = ConnR (a /\) (a `f`)
-- | An adjunction between a Algebra algebra and its Boolean sub-algebra.
--
-- Double negation is a meet-preserving monad.
booleanR :: Heyting a => ConnR a a
booleanR =
let -- Check that /x/ is a regular element
-- See https://ncatlab.org/nlab/show/regular+element
inj x = if x ~~ (neg . neg) x then x else bottom
in ConnR (neg . neg) inj
-------------------------------------------------------------------------------
-- Coheyting
-------------------------------------------------------------------------------
infixl 8 \\
-- | Logical co-implication:
--
-- \( a \Rightarrow b = \wedge \{x \mid a \leq b \vee x \} \)
--
-- /Laws/:
--
-- > x \\ y <= z <=> x <= y \/ z
-- > x \\ y >= (x /\ z) \\ y
-- > x >= y => x \\ z >= y \\ z
-- > x >= x \\ y
-- > x >= y <=> y \\ x = bottom
-- > x \\ (y /\ z) >= x \\ y
-- > z \\ (x \/ y) = z \\ x \\ y
-- > (y \/ z) \\ x = y \\ x \/ z \\ x
-- > x \/ y \\ x = x \/ y
--
-- >>> False \\ False
-- False
-- >>> False \\ True
-- False
-- >>> True \\ False
-- True
-- >>> True \\ True
-- False
--
-- For many collections (e.g. 'Data.Set.Set') '\\' coincides with the native 'Data.Set.\\' operator.
--
-- >>> :set -XOverloadedLists
-- >>> [GT,EQ] Set.\\ [LT]
-- fromList [EQ,GT]
-- >>> [GT,EQ] \\ [LT]
-- fromList [EQ,GT]
(\\) :: Algebra 'L a => a -> a -> a
(\\) = flip $ ceiling . algebra
-- | Intuitionistic co-equivalence.
equiv :: Algebra 'L a => a -> a -> a
equiv x y = (x \\ y) \/ (y \\ x)
-- | Logical < https://ncatlab.org/nlab/show/co-Heyting+negation co-negation >.
--
-- @ 'non' x = 'top' '\\' x @
--
-- /Laws/:
--
-- > non bottom = top
-- > non top = bottom
-- > x >= non (non x)
-- > non (x /\ y) >= non x
-- > non (y \\ x) = non (non x) \/ non y
-- > non (x /\ y) = non x \/ non y
-- > x \/ non x = top
-- > non (non (non x)) = non x
-- > non (non (x /\ non x)) = bottom
non :: Coheyting a => a -> a
non x = top \\ x
-- | The co-Heyting < https://ncatlab.org/nlab/show/co-Heyting+boundary boundary > operator.
--
-- > x = boundary x \/ (non . non) x
-- > boundary (x /\ y) = (boundary x /\ y) \/ (x /\ boundary y) -- (Leibniz rule)
-- > boundary (x \/ y) \/ boundary (x /\ y) = boundary x \/ boundary y
boundary :: Coheyting a => a -> a
boundary x = x /\ non x
-- | Default constructor for a co-Heyting algebra.
coheyting :: Join a => (a -> a -> a) -> a -> ConnL a a
coheyting f a = ConnL (`f` a) (\/ a)
-- | An adjunction between a co-Heyting algebra and its Boolean sub-algebra.
--
-- Double negation is a join-preserving comonad.
booleanL :: Coheyting a => ConnL a a
booleanL =
let -- Check that /x/ is a regular element
-- See https://ncatlab.org/nlab/show/regular+element
inj x = if x ~~ (non . non) x then x else top
in ConnL inj (non . non)
-------------------------------------------------------------------------------
-- Symmetric
-------------------------------------------------------------------------------
-- | Symmetric Heyting algebras
--
-- A symmetric Heyting algebra is a <https://ncatlab.org/nlab/show/De+Morgan+Algebra+algebra De Morgan >
-- bi-Algebra algebra with an idempotent, antitone negation operator.
--
-- /Laws/:
--
-- > x <= y => not y <= not x -- antitone
-- > not . not = id -- idempotence
-- > x \\ y = not (not y // not x)
-- > x // y = not (not y \\ not x)
--
-- and:
--
-- > converseR x <= converseL x
--
-- with equality occurring iff /a/ is a 'Boolean' algebra.
class Biheyting a => Symmetric a where
-- | Symmetric negation.
--
-- > not . not = id
-- > neg . neg = converseR . converseL
-- > non . non = converseL . converseR
-- > neg . non = converseR . converseR
-- > non . neg = converseL . converseL
--
-- > neg = converseR . not = not . converseL
-- > non = not . converseR = converseL . not
-- > x \\ y = not (not y // not x)
-- > x // y = not (not y \\ not x)
not :: a -> a
infixl 4 `xor`
-- | Exclusive or.
--
-- > xor x y = (x \/ y) /\ (not x \/ not y)
xor :: a -> a -> a
xor x y = (x \/ y) /\ not (x /\ y)
-- | Left converse operator.
converseL :: Symmetric a => a -> a
converseL x = top \\ not x
-- | Right converse operator.
converseR :: Symmetric a => a -> a
converseR x = not x // bottom
-- | Default constructor for a Heyting algebra.
symmetricR :: Symmetric a => a -> ConnR a a
symmetricR = heyting $ \x y -> not (not y \\ not x)
-- | Default constructor for a co-Heyting algebra.
symmetricL :: Symmetric a => a -> ConnL a a
symmetricL = coheyting $ \x y -> not (not y // not x)
-------------------------------------------------------------------------------
-- Boolean
-------------------------------------------------------------------------------
-- | Boolean algebras.
--
-- < https://ncatlab.org/nlab/show/Boolean+algebra Boolean algebras > are
-- symmetric Algebra algebras that satisfy both the law of excluded middle
-- and the law of law of non-contradiction:
--
-- > x \/ neg x = top
-- > x /\ non x = bottom
--
-- If /a/ is Boolean we also have:
--
-- > non = not = neg
class Symmetric a => Boolean a where
-- | A witness to the lawfulness of a boolean algebra.
boolean :: Conn k a a
boolean = Conn (converseR . converseL) id (converseL . converseR)
-------------------------------------------------------------------------------
-- Instances
-------------------------------------------------------------------------------
instance Semilattice k ()
instance Algebra 'L () where algebra = coheyting impliesL
instance Algebra 'R () where algebra = heyting impliesR
instance Symmetric () where not = id
instance Boolean ()
instance Semilattice k Bool
instance Algebra 'L Bool where algebra = coheyting impliesL
instance Algebra 'R Bool where algebra = heyting impliesR
instance Symmetric Bool where not = P.not
instance Boolean Bool
instance Semilattice k Ordering
instance Algebra 'L Ordering where algebra = coheyting impliesL
instance Algebra 'R Ordering where algebra = heyting impliesR
instance Symmetric Ordering where
not LT = GT
not EQ = EQ
not GT = LT
instance Semilattice k Word8
instance Algebra 'L Word8 where algebra = coheyting impliesL
instance Algebra 'R Word8 where algebra = heyting impliesR
instance Semilattice k Word16
instance Algebra 'L Word16 where algebra = coheyting impliesL
instance Algebra 'R Word16 where algebra = heyting impliesR
instance Semilattice k Word32
instance Algebra 'L Word32 where algebra = coheyting impliesL
instance Algebra 'R Word32 where algebra = heyting impliesR
instance Semilattice k Word64
instance Algebra 'L Word64 where algebra = coheyting impliesL
instance Algebra 'R Word64 where algebra = heyting impliesR
instance Semilattice k Word
instance Algebra 'L Word where algebra = coheyting impliesL
instance Algebra 'R Word where algebra = heyting impliesR
instance Semilattice k Int8
instance Algebra 'L Int8 where algebra = coheyting impliesL
instance Algebra 'R Int8 where algebra = heyting impliesR
instance Semilattice k Int16
instance Algebra 'L Int16 where algebra = coheyting impliesL
instance Algebra 'R Int16 where algebra = heyting impliesR
instance Semilattice k Int32
instance Algebra 'L Int32 where algebra = coheyting impliesL
instance Algebra 'R Int32 where algebra = heyting impliesR
instance Semilattice k Int64
instance Algebra 'L Int64 where algebra = coheyting impliesL
instance Algebra 'R Int64 where algebra = heyting impliesR
instance Semilattice k Int
instance Algebra 'L Int where algebra = coheyting impliesL
instance Algebra 'R Int where algebra = heyting impliesR
-------------------------------------------------------------------------------
-- Instances: product types
-------------------------------------------------------------------------------
instance (Lattice a, Lattice b) => Semilattice k (a, b) where
bounded = Conn (const (bottom, bottom)) (const ()) (const (top, top))
semilattice = Conn (uncurry joinTuple) fork (uncurry meetTuple)
instance (Heyting a, Heyting b) => Algebra 'R (a, b) where
algebra (a, b) = algebra a `strong` algebra b
instance (Coheyting a, Coheyting b) => Algebra 'L (a, b) where
algebra (a, b) = algebra a `strong` algebra b
instance (Symmetric a, Symmetric b) => Symmetric (a, b) where
not = bimap not not
instance (Boolean a, Boolean b) => Boolean (a, b)
-------------------------------------------------------------------------------
-- Instances: sum types
-------------------------------------------------------------------------------
instance Join a => Semilattice 'L (Maybe a) where
bounded = ConnL (const Nothing) (const ())
semilattice = ConnL (uncurry joinMaybe) fork
instance Meet a => Semilattice 'R (Maybe a) where
bounded = ConnR (const ()) (const $ Just top)
semilattice = ConnR fork (uncurry meetMaybe)
instance Heyting a => Algebra 'R (Maybe a) where
algebra = heyting f
where
f (Just a) (Just b) = Just (a // b)
f Nothing _ = Just top
f _ Nothing = Nothing
instance Join a => Semilattice 'L (Extended a) where
bounded = Conn (const Bottom) (const ()) (const Top)
semilattice = ConnL (uncurry joinExtended) fork
instance Meet a => Semilattice 'R (Extended a) where
bounded = Conn (const Bottom) (const ()) (const Top)
semilattice = ConnR fork (uncurry meetExtended)
instance Heyting a => Algebra 'R (Extended a) where
algebra = heyting f
where
Extended a `f` Extended b
| a <~ b = Top
| otherwise = Extended (a // b)
Top `f` a = a
_ `f` Top = Top
Bottom `f` _ = Top
_ `f` Bottom = Bottom
-- | All minimal elements of the upper lattice cover all maximal elements of the lower lattice.
instance (Join a, Join b) => Semilattice 'L (Either a b) where
bounded = ConnL (const $ Left bottom) (const ())
semilattice = ConnL (uncurry joinEither) fork
instance (Meet a, Meet b) => Semilattice 'R (Either a b) where
bounded = ConnR (const ()) (const $ Right top)
semilattice = ConnR fork (uncurry meetEither)
-- |
-- Subdirectly irreducible Algebra algebra.
instance Heyting a => Algebra 'R (Lowered a) where
algebra = heyting f
where
(Left a) `f` (Left b)
| a <~ b = top
| otherwise = Left (a // b)
(Right _) `f` a = a
_ `f` (Right _) = top
instance Heyting a => Algebra 'R (Lifted a) where
algebra = heyting f
where
f (Right a) (Right b) = Right (a // b)
f (Left _) _ = Right top
f _ (Left _) = bottom
-------------------------------------------------------------------------------
-- Instances: collections
-------------------------------------------------------------------------------
instance Total a => Semilattice 'L (Set.Set a)
instance Total a => Algebra 'L (Set.Set a) where
algebra = coheyting (Set.\\)
--instance (Total a, U.Finite a) => Algebra 'R (Set.Set a) where
-- algebra = symmetricR
--instance (Total a, U.Finite a) => Symmetric (Set.Set a) where
-- not = non --(U.universe Set.\\)
--instance (Total a, U.Finite a) => Boolean (Set.Set a) where
instance Semilattice 'L IntSet.IntSet
instance Algebra 'L IntSet.IntSet where
algebra = coheyting (IntSet.\\)
{-
instance Algebra 'R IntSet.IntSet where
--heyting = heyting $ \x y -> non x \/ y
algebra = symmetricR
instance Symmetric IntSet.IntSet where
not = non --(U.universe IntSet.\\)
instance Boolean IntSet.IntSet where
-}
instance (Total k, Join a) => Semilattice 'L (Map.Map k a) where
bounded = ConnL (const Map.empty) (const ())
semilattice = ConnL f fork
where
f = uncurry $ Map.unionWith (curry $ ceiling semilattice)
instance (Total k, Join a) => Algebra 'L (Map.Map k a) where
algebra = coheyting (Map.\\)
instance (Join a) => Semilattice 'L (IntMap.IntMap a) where
bounded = ConnL (const IntMap.empty) (const ())
semilattice = ConnL f fork
where
f = uncurry $ IntMap.unionWith (curry $ ceiling semilattice)
instance (Join a) => Algebra 'L (IntMap.IntMap a) where
algebra = coheyting (IntMap.\\)
{- TODO pick an instance either key-aware or no
instance (Total a, U.Finite a, Heyting b) => Algebra 'R (Map.Map a b) where
algebra = heyting $ \a b ->
let
x = Map.merge
Map.dropMissing -- drop if an element is missing in @b@
(Map.mapMissing (\_ _ -> true)) -- put @true@ if an element is missing in @a@
(Map.zipWithMatched (\_ -> (//) )) -- merge matching elements with @`implies`@
a b
y = Map.fromList [(k, true) | k <- U.universeF, not (Map.member k a), not (Map.member k b) ]
-- for elements which are not in a, nor in b add
-- a @true@ key
in
Map.union x y
-- TODO: compare performance
impliesMap a b =
Map.intersection (`implies`) a b
`Map.union` Map.map (const true) (Map.difference b a)
`Map.union` Map.fromList [(k, true) | k <- universeF, not (Map.member k a), not (Map.member k b)]
-}
{-
-- A symmetric Heyting algebra
--
-- λ> implies (False ... True) (False ... True)
-- Interval True True
-- λ> implies (False ... True) (singleton False)
-- Interval False False
-- λ> implies (singleton True) (False ... True)
-- Interval False True
--
-- λ> implies ([EQ,GT] ... [EQ,GT]) ([LT] ... [LT,EQ]) :: Interval (Set.Set Ordering)
-- Interval (fromList [LT]) (fromList [LT,EQ])
--
-- TODO: may need /a/ to be boolean here.
implies :: Symmetric a => Interval a -> Interval a -> Interval a
implies i1 i2 = maybe iempty (uncurry (...)) $ liftA2 f (endpts i1) (endpts i2) where
f (x1,x2) (y1,y2) = (x1 // y1 /\ x2 // y2, x2 // y2)
--TODO: would this work for interval orders?
f (x1,x2) (y1,y2) = (x1 // y1 /\ x2 // y2, x1 // y1 \/ x2 // y2)
coimplies i1 i2 = not (not i1 `implies` not i2)
-- The symmetry
-- neg x = top \\ not x
-- non x = not x // bottom
-- λ> not ([LT] ... [LT,GT]) :: Interval (Set.Set Ordering)
-- Interval (fromList [EQ]) (fromList [EQ,GT])
--
not :: Symmetric a => Interval a -> Interval a
not = maybe iempty (\(x1, x2) -> neg x2 ... neg x1) . endpts
-- λ> neg' (False ... True)
-- Interval False False
-- λ> (False ... True) `implies` (singleton False)
-- Interval False False
--
neg' x = (bottom ... top) `coimplies` (not x)
-- λ> non' (False ... True)
-- Interval False False
-- λ> (singleton True) `coimplies` (False ... True)
-- Interval False False
--
non' x = not x `implies` (singleton bottom)
-}
-- Internal
-------------------------
fork :: a -> (a, a)
fork x = (x, x)
impliesL :: (Total a, P.Bounded a) => a -> a -> a
impliesL x y = if y < x then x else P.minBound
impliesR :: (Total a, P.Bounded a) => a -> a -> a
impliesR x y = if x > y then y else P.maxBound
joinTuple :: (Semilattice 'L a, Semilattice 'L b) => (a, b) -> (a, b) -> (a, b)
joinTuple (x1, y1) (x2, y2) = (x1 \/ x2, y1 \/ y2)
meetTuple :: (Semilattice 'R a, Semilattice 'R b) => (a, b) -> (a, b) -> (a, b)
meetTuple (x1, y1) (x2, y2) = (x1 /\ x2, y1 /\ y2)
joinMaybe :: Join a => Maybe a -> Maybe a -> Maybe a
joinMaybe (Just x) (Just y) = Just (x \/ y)
joinMaybe u@(Just _) _ = u
joinMaybe _ u@(Just _) = u
joinMaybe Nothing Nothing = Nothing
meetMaybe :: Meet a => Maybe a -> Maybe a -> Maybe a
meetMaybe Nothing Nothing = Nothing
meetMaybe Nothing _ = Nothing
meetMaybe _ Nothing = Nothing
meetMaybe (Just x) (Just y) = Just (x /\ y)
joinExtended :: Join a => Extended a -> Extended a -> Extended a
joinExtended Top _ = Top
joinExtended _ Top = Top
joinExtended (Extended x) (Extended y) = Extended (x \/ y)
joinExtended Bottom y = y
joinExtended x Bottom = x
meetExtended :: Meet a => Extended a -> Extended a -> Extended a
meetExtended Top y = y
meetExtended x Top = x
meetExtended (Extended x) (Extended y) = Extended (x /\ y)
meetExtended Bottom _ = Bottom
meetExtended _ Bottom = Bottom
joinEither :: (Join a, Join b) => Either a b -> Either a b -> Either a b
joinEither (Right x) (Right y) = Right (x \/ y)
joinEither u@(Right _) _ = u
joinEither _ u@(Right _) = u
joinEither (Left x) (Left y) = Left (x \/ y)
meetEither :: (Meet a, Meet b) => Either a b -> Either a b -> Either a b
meetEither (Left x) (Left y) = Left (x /\ y)
meetEither l@(Left _) _ = l
meetEither _ l@(Left _) = l
meetEither (Right x) (Right y) = Right (x /\ y)