{-# LANGUAGE DeriveDataTypeable #-} {-# LANGUAGE TupleSections #-} {-# LANGUAGE TypeFamilies #-} ----------------------------------------------------------------------------- -- | -- Module : Data.Multimap -- Maintainer : Ziyang Liu <free@cofree.io> -- -- Multimaps, where values behave like (non empty) lists. -- -- Multimaps whose values behave like sets are in "Data.Multimap.Set". -- Multimaps whose values behave like maps (i.e., two-dimensional -- tables) are in "Data.Multimap.Table". -- -- The implementation is backed by a @'Map' k ('NonEmpty' a)@. The -- differences between @'Multimap' k a@ and @'Map' k ('NonEmpty' a)@ include: -- -- * 'lookup' (or '!') returns a possibly empty list. Unlike regular maps, -- the '!' operator is total for multimaps. -- -- * Functions like 'map', 'adjust', 'traverse', etc., take functions on -- individual values (e.g., @a -> b@) as opposed to, e.g., -- @'NonEmpty' a -> 'NonEmpty' b@. -- -- * 'union' and 'unions' concatenate the values when there are duplicate -- keys, rather than being left- or right-biased. -- -- * The 'difference' function computes list differences for values of -- keys that exist in both maps. -- -- * The 'size' function returns the total number of values for all keys in -- the multimap, not the number of distinct keys. The latter can be obtained -- by first getting the 'keysSet' or first converting the multimap to -- a regular map via 'toMap'. -- -- In the following Big-O notations, unless otherwise noted, /n/ denotes -- the size of the multimap, /k/ denotes the number of distinct keys, and -- /m/ denotes the maximum number of values associated with a single key. module Data.Multimap ( -- * Multimap type Multimap -- * Construction , empty , singleton , fromMap , fromMap' -- ** From Unordered Lists , fromList -- * Insertion , insert -- * Deletion\/Update , delete , deleteWithValue , deleteOne , adjust , adjustWithKey , update , update' , updateWithKey , updateWithKey' , alter , alterWithKey -- * Query -- ** Lookup , lookup , (!) , member , notMember -- ** Size , null , notNull , size -- * Combine -- ** Union , union , unions -- ** Difference , difference -- * Traversal -- ** Map , map , mapWithKey , traverseWithKey , traverseMaybeWithKey -- ** Folds , foldr , foldl , foldrWithKey , foldlWithKey , foldMapWithKey -- ** Strict Folds , foldr' , foldl' , foldrWithKey' , foldlWithKey' -- * Conversion , elems , keys , assocs , keysSet -- ** Lists , toList -- ** Ordered lists , toAscList , toDescList , toAscListBF , toDescListBF -- ** Maps , toMap -- * Filter , filter , filterWithKey , filterKey , filterM , filterWithKeyM , mapMaybe , mapMaybeWithKey , mapEither , mapEitherWithKey ) where import Control.Arrow ((&&&)) import Control.Monad (join) import qualified Control.Monad as List (filterM) import Data.Data (Data) import qualified Data.Either as Either import qualified Data.Foldable as Foldable import Data.Functor.Classes import qualified Data.List as List import Data.List.NonEmpty (NonEmpty(..), (<|), nonEmpty) import qualified Data.List.NonEmpty as Nel import Data.Map.Lazy (Map) import qualified Data.Map.Lazy as Map import qualified Data.Maybe as Maybe import Data.Semigroup (Semigroup, (<>)) import Data.Set (Set) import Prelude hiding (filter, foldl, foldr, lookup, map, null) infixl 9 ! type Size = Int newtype Multimap k a = Multimap (Map k (NonEmpty a), Size) deriving (Eq, Ord, Data) instance Eq k => Eq1 (Multimap k) where liftEq = liftEq2 (==) instance Eq2 Multimap where liftEq2 eqk eqv m n = Map.size (toMap m) == Map.size (toMap n) && liftEq (liftEq2 eqk eqv) (toList m) (toList n) instance Ord k => Ord1 (Multimap k) where liftCompare = liftCompare2 compare instance Ord2 Multimap where liftCompare2 cmpk cmpv m n = liftCompare (liftCompare2 cmpk cmpv) (toList m) (toList n) instance (Show k, Show a) => Show (Multimap k a) where showsPrec d m = showParen (d > 10) $ showString "fromList " . shows (toList m) instance Show k => Show1 (Multimap k) where liftShowsPrec = liftShowsPrec2 showsPrec showList instance Show2 Multimap where liftShowsPrec2 spk slk spv slv d m = showsUnaryWith (liftShowsPrec sp sl) "fromList" d (toList m) where sp = liftShowsPrec2 spk slk spv slv sl = liftShowList2 spk slk spv slv instance (Ord k, Read k, Read e) => Read (Multimap k e) where readsPrec p = readParen (p > 10) $ \ r -> do ("fromList",s) <- lex r (xs,t) <- reads s pure (fromList xs,t) instance (Ord k, Read k) => Read1 (Multimap k) where liftReadsPrec rp rl = readsData $ readsUnaryWith (liftReadsPrec rp' rl') "fromList" fromList where rp' = liftReadsPrec rp rl rl' = liftReadList rp rl instance Functor (Multimap k) where fmap = map instance Foldable.Foldable (Multimap k) where foldMap = foldMapWithKey . const {-# INLINE foldMap #-} instance Traversable (Multimap k) where traverse = traverseWithKey . const {-# INLINE traverse #-} instance (Ord k) => Semigroup (Multimap k a) where (<>) = union instance (Ord k) => Monoid (Multimap k a) where mempty = empty mappend = (<>) ------------------------------------------------------------------------------ -- | /O(1)/. The empty multimap. -- -- > size empty === 0 empty :: Multimap k a empty = Multimap (Map.empty, 0) -- | /O(1)/. A multimap with a single element. -- -- > singleton 1 'a' === fromList [(1, 'a')] -- > size (singleton 1 'a') === 1 singleton :: k -> a -> Multimap k a singleton k a = Multimap (Map.singleton k (pure a), 1) -- | /O(n*log n)/ where /n/ is the length of the input list. -- Build a multimap from a list of key\/value pairs. -- -- > fromList ([] :: [(Int, Char)]) === empty fromList :: Ord k => [(k, a)] -> Multimap k a fromList = Foldable.foldr (uncurry insert) empty -- | /O(1)/. fromMap :: Map k (NonEmpty a) -> Multimap k a fromMap m = Multimap (m, sum (fmap length m)) -- | /O(k)/. A key is retained only if it is associated with a -- non-empty list of values. -- -- > fromMap' (Map.fromList [(1, "ab"), (2, ""), (3, "c")]) === fromList [(1, 'a'), (1, 'b'), (3, 'c')] fromMap' :: Map k [a] -> Multimap k a fromMap' m = Multimap (Map.mapMaybe nonEmpty m, sum (fmap length m)) ------------------------------------------------------------------------------ -- | /O(log k)/. If the key exists in the multimap, the new value will be -- prepended to the list of values for the key. -- -- > insert 1 'a' empty === singleton 1 'a' -- > insert 1 'a' (fromList [(2, 'b'), (2, 'c')]) === fromList [(1, 'a'), (2, 'b'), (2, 'c')] -- > insert 1 'a' (fromList [(1, 'b'), (2, 'c')]) === fromList [(1, 'a'), (1, 'b'), (2, 'c')] insert :: Ord k => k -> a -> Multimap k a -> Multimap k a insert k a (Multimap (m, _)) = fromMap (Map.alter f k m) where f (Just as) = Just (a <| as) f Nothing = Just (pure a) -- | /O(log k)/. Delete a key and all its values from the map. -- -- > delete 1 (fromList [(1, 'a'), (1, 'b'), (2, 'c')]) === singleton 2 'c' delete :: Ord k => k -> Multimap k a -> Multimap k a delete = update' (const []) -- | /O(m*log k)/. Remove the first -- occurrence of the value associated with the key, if exists. -- -- > deleteWithValue 1 'c' (fromList [(1, 'a'), (1, 'b'), (2, 'c')]) === fromList [(1, 'a'), (1, 'b'), (2, 'c')] -- > deleteWithValue 1 'c' (fromList [(1, 'a'), (1, 'b'), (2, 'c'), (1, 'c')]) === fromList [(1, 'a'), (1, 'b'), (2, 'c')] -- > deleteWithValue 1 'c' (fromList [(2, 'c'), (1, 'c')]) === singleton 2 'c' deleteWithValue :: (Ord k, Eq a) => k -> a -> Multimap k a -> Multimap k a deleteWithValue k a = update' (List.delete a . Nel.toList) k -- | /O(log k)/. Remove the first -- value associated with the key. If the key is associated with a single value, -- the key will be removed from the multimap. -- -- > deleteOne 1 (fromList [(1, 'a'), (1, 'b'), (2, 'c')]) === fromList [(1, 'b'), (2, 'c')] -- > deleteOne 1 (fromList [(2, 'c'), (1, 'c')]) === singleton 2 'c' deleteOne :: Ord k => k -> Multimap k a -> Multimap k a deleteOne = update' Nel.tail -- | /O(m*log k)/, assuming the function @a -> a@ takes /O(1)/. -- Update values at a specific key, if exists. -- -- > adjust ("new " ++) 1 (fromList [(1,"a"),(1,"b"),(2,"c")]) === fromList [(1,"new a"),(1,"new b"),(2,"c")] adjust :: Ord k => (a -> a) -> k -> Multimap k a -> Multimap k a adjust = adjustWithKey . const -- | /O(m*log k)/, assuming the function @k -> a -> a@ takes /O(1)/. -- Update values at a specific key, if exists. -- -- > adjustWithKey (\k x -> show k ++ ":new " ++ x) 1 (fromList [(1,"a"),(1,"b"),(2,"c")]) -- > === fromList [(1,"1:new a"),(1,"1:new b"),(2,"c")] adjustWithKey :: Ord k => (k -> a -> a) -> k -> Multimap k a -> Multimap k a adjustWithKey f k (Multimap (m, sz)) = Multimap (m', sz) where m' = Map.adjustWithKey (fmap . f) k m -- | /O(m*log k)/, assuming the function @a -> 'Maybe' a@ takes /O(1)/. -- The expression (@'update' f k map@) updates the values at key @k@, if -- exists. If @f@ returns 'Nothing' for a value, the value is deleted. -- -- > let f x = if x == "a" then Just "new a" else Nothing in do -- > update f 1 (fromList [(1,"a"),(1, "b"),(2,"c")]) === fromList [(1,"new a"),(2, "c")] -- > update f 1 (fromList [(1,"b"),(1, "b"),(2,"c")]) === singleton 2 "c" update :: Ord k => (a -> Maybe a) -> k -> Multimap k a -> Multimap k a update = updateWithKey . const -- | /O(log k)/, assuming the function @'NonEmpty' a -> [a]@ takes /O(1)/. -- The expression (@'update' f k map@) updates the values at key @k@, if -- exists. If @f@ returns 'Nothing', the key is deleted. -- -- > update' NonEmpty.tail 1 (fromList [(1, "a"), (1, "b"), (2, "c")]) === fromList [(1, "b"), (2, "c")] -- > update' NonEmpty.tail 1 (fromList [(1, "a"), (2, "b")]) === singleton 2 "b" update' :: Ord k => (NonEmpty a -> [a]) -> k -> Multimap k a -> Multimap k a update' = updateWithKey' . const -- | /O(m*log k)/, assuming the function @k -> a -> 'Maybe' a@ takes /O(1)/. -- The expression (@'updateWithKey' f k map@) updates the values at key @k@, if -- exists. If @f@ returns 'Nothing' for a value, the value is deleted. -- -- > let f k x = if x == "a" then Just (show k ++ ":new a") else Nothing in do -- > updateWithKey f 1 (fromList [(1,"a"),(1,"b"),(2,"c")]) === fromList [(1,"1:new a"),(2,"c")] -- > updateWithKey f 1 (fromList [(1,"b"),(1,"b"),(2,"c")]) === singleton 2 "c" updateWithKey :: Ord k => (k -> a -> Maybe a) -> k -> Multimap k a -> Multimap k a updateWithKey f = alterWithKey (Maybe.mapMaybe . f) -- | /O(log k)/, assuming the function @k -> 'NonEmpty' a -> [a]@ takes /O(1)/. -- The expression (@'update' f k map@) updates the values at key @k@, if -- exists. If @f@ returns 'Nothing', the key is deleted. -- -- > let f k xs = if NonEmpty.length xs == 1 then (show k : NonEmpty.toList xs) else [] in do -- > updateWithKey' f 1 (fromList [(1, "a"), (1, "b"), (2, "c")]) === singleton 2 "c" -- > updateWithKey' f 1 (fromList [(1, "a"), (2, "b"), (2, "c")]) === fromList [(1, "1"), (1, "a"), (2, "b"), (2, "c")] updateWithKey' :: Ord k => (k -> NonEmpty a -> [a]) -> k -> Multimap k a -> Multimap k a updateWithKey' f = alterWithKey g where g _ [] = [] g k (a:as) = f k (a :| as) -- | /O(log k)/, assuming the function @[a] -> [a]@ takes /O(1)/. -- The expression (@'alter' f k map@) alters the values at k, if exists. -- -- > let (f, g) = (const [], ('c':)) in do -- > alter f 1 (fromList [(1, 'a'), (2, 'b')]) === singleton 2 'b' -- > alter f 3 (fromList [(1, 'a'), (2, 'b')]) === fromList [(1, 'a'), (2, 'b')] -- > alter g 1 (fromList [(1, 'a'), (2, 'b')]) === fromList [(1, 'c'), (1, 'a'), (2, 'b')] -- > alter g 3 (fromList [(1, 'a'), (2, 'b')]) === fromList [(1, 'a'), (2, 'b'), (3, 'c')] alter :: Ord k => ([a] -> [a]) -> k -> Multimap k a -> Multimap k a alter = alterWithKey . const -- | /O(log k)/, assuming the function @k -> [a] -> [a]@ takes /O(1)/. -- The expression (@'alterWithKey' f k map@) alters the values at k, if exists. -- -- > let (f, g) = (const (const []), (:) . show) in do -- > alterWithKey f 1 (fromList [(1, "a"), (2, "b")]) === singleton 2 "b" -- > alterWithKey f 3 (fromList [(1, "a"), (2, "b")]) === fromList [(1, "a"), (2, "b")] -- > alterWithKey g 1 (fromList [(1, "a"), (2, "b")]) === fromList [(1, "1"), (1, "a"), (2, "b")] -- > alterWithKey g 3 (fromList [(1, "a"), (2, "b")]) === fromList [(1, "a"), (2, "b"), (3, "3")] alterWithKey :: Ord k => (k -> [a] -> [a]) -> k -> Multimap k a -> Multimap k a alterWithKey f k mm@(Multimap (m, _)) = case nonEmpty (f k (mm ! k)) of Just as' -> fromMap (Map.insert k as' m) Nothing -> fromMap (Map.delete k m) ------------------------------------------------------------------------------ -- | /O(log k)/. Lookup the values at a key in the map. It returns an empty -- list if the key is not in the map. lookup :: Ord k => k -> Multimap k a -> [a] lookup k (Multimap (m, _)) = maybe [] Nel.toList (Map.lookup k m) -- | /O(log k)/. Lookup the values at a key in the map. It returns an empty -- list if the key is not in the map. -- -- > fromList [(3, 'a'), (5, 'b'), (3, 'c')] ! 3 === "ac" -- > fromList [(3, 'a'), (5, 'b'), (3, 'c')] ! 2 === [] (!) :: Ord k => Multimap k a -> k -> [a] (!) = flip lookup -- | /O(log k)/. Is the key a member of the map? -- -- A key is a member of the map if and only if there is at least one value -- associated with it. -- -- > member 1 (fromList [(1, 'a'), (2, 'b'), (2, 'c')]) === True -- > member 1 (deleteOne 1 (fromList [(2, 'c'), (1, 'c')])) === False member :: Ord k => k -> Multimap k a -> Bool member k (Multimap (m, _)) = Map.member k m -- | /O(log k)/. Is the key not a member of the map? -- -- A key is a member of the map if and only if there is at least one value -- associated with it. -- -- > notMember 1 (fromList [(1, 'a'), (2, 'b'), (2, 'c')]) === False -- > notMember 1 (deleteOne 1 (fromList [(2, 'c'), (1, 'c')])) === True notMember :: Ord k => k -> Multimap k a -> Bool notMember k = not . member k -- | /O(1)/. Is the multimap empty? -- -- > Data.Multimap.null empty === True -- > Data.Multimap.null (singleton 1 'a') === False null :: Multimap k a -> Bool null (Multimap (m, _)) = Map.null m -- | /O(1)/. Is the multimap non-empty? -- -- > notNull empty === False -- > notNull (singleton 1 'a') === True notNull :: Multimap k a -> Bool notNull = not . null -- | The total number of values for all keys. -- -- @size@ is evaluated lazily. Forcing the size for the first time takes up to -- /O(n)/ and subsequent forces take /O(1)/. -- -- > size empty === 0 -- > size (singleton 1 'a') === 1 -- > size (fromList [(1, 'a'), (2, 'b'), (2, 'c')]) === 3 size :: Multimap k a -> Int size (Multimap (_, sz)) = sz ------------------------------------------------------------------------------ -- | Union two multimaps, concatenating values for duplicate keys. -- -- > union (fromList [(1,'a'),(2,'b'),(2,'c')]) (fromList [(1,'d'),(2,'b')]) -- > === fromList [(1,'a'),(1,'d'),(2,'b'),(2,'c'),(2,'b')] union :: Ord k => Multimap k a -> Multimap k a -> Multimap k a union (Multimap (m1, _)) (Multimap (m2, _)) = fromMap (Map.unionWith (<>) m1 m2) -- | Union a number of multimaps, concatenating values for duplicate keys. -- -- > unions [fromList [(1,'a'),(2,'b'),(2,'c')], fromList [(1,'d'),(2,'b')]] -- > === fromList [(1,'a'),(1,'d'),(2,'b'),(2,'c'),(2,'b')] unions :: (Foldable f, Ord k) => f (Multimap k a) -> Multimap k a unions = Foldable.foldr union empty -- | Difference of two multimaps. -- -- If a key exists in the first multimap but not the second, it remains -- unchanged in the result. If a key exists in both multimaps, a list -- difference is performed on their values, i.e., the first occurrence -- of each value in the second multimap is removed from the -- first multimap. -- -- > difference (fromList [(1,'a'),(2,'b'),(2,'c'),(2,'b')]) (fromList [(1,'d'),(2,'b'),(2,'a')]) -- > === fromList [(1,'a'), (2,'c'), (2,'b')] difference :: (Ord k, Eq a) => Multimap k a -> Multimap k a -> Multimap k a difference (Multimap (m1, _)) (Multimap (m2, _)) = fromMap $ Map.differenceWith (\xs ys -> nonEmpty (Nel.toList xs List.\\ Nel.toList ys)) m1 m2 ------------------------------------------------------------------------------ -- | /O(n)/, assuming the function @a -> b@ takes /O(1)/. -- Map a function over all values in the map. -- -- > Data.Multimap.map (++ "x") (fromList [(1,"a"),(1,"a"),(2,"b")]) === fromList [(1,"ax"),(1,"ax"),(2,"bx")] map :: (a -> b) -> Multimap k a -> Multimap k b map = mapWithKey . const -- | /O(n)/, assuming the function @k -> a -> b@ takes /O(1)/. -- Map a function over all key\/value pairs in the map. -- -- > mapWithKey (\k x -> show k ++ ":" ++ x) (fromList [(1,"a"),(1,"a"),(2,"b")]) === fromList [(1,"1:a"),(1,"1:a"),(2,"2:b")] mapWithKey :: (k -> a -> b) -> Multimap k a -> Multimap k b mapWithKey f (Multimap (m, sz)) = Multimap (Map.mapWithKey (fmap . f) m, sz) -- | Traverse key\/value pairs and collect the results. -- -- > let f k a = if odd k then Just (succ a) else Nothing in do -- > traverseWithKey f (fromList [(1, 'a'), (1, 'b'), (3, 'b'), (3, 'c')]) === Just (fromList [(1, 'b'), (1, 'c'), (3, 'c'), (3, 'd')]) -- > traverseWithKey f (fromList [(1, 'a'), (1, 'b'), (2, 'b')]) === Nothing traverseWithKey :: Applicative t => (k -> a -> t b) -> Multimap k a -> t (Multimap k b) traverseWithKey f (Multimap (m, _)) = fromMap <$> Map.traverseWithKey (traverse . f) m -- | Traverse key\/value pairs and collect the 'Just' results. traverseMaybeWithKey :: Applicative t => (k -> a -> t (Maybe b)) -> Multimap k a -> t (Multimap k b) traverseMaybeWithKey f (Multimap (m, _)) = fromMap <$> Map.traverseMaybeWithKey f' m where f' k = fmap (nonEmpty . Maybe.catMaybes) . traverse (f k) . Nel.toList ------------------------------------------------------------------------------ -- | /O(n)/. Fold the values in the map using the given right-associative -- binary operator. -- -- > Data.Multimap.foldr ((+) . length) 0 (fromList [(1, "hello"), (1, "world"), (2, "!")]) === 11 foldr :: (a -> b -> b) -> b -> Multimap k a -> b foldr = foldrWithKey . const -- | /O(n)/. Fold the values in the map using the given left-associative -- binary operator. -- -- > Data.Multimap.foldl (\len -> (+ len) . length) 0 (fromList [(1, "hello"), (1, "world"), (2, "!")]) === 11 foldl :: (a -> b -> a) -> a -> Multimap k b -> a foldl = foldlWithKey . (const .) -- | /O(n)/. Fold the key\/value paris in the map using the given -- right-associative binary operator. -- -- > foldrWithKey (\k a len -> length (show k) + length a + len) 0 (fromList [(1, "hello"), (1, "world"), (20, "!")]) === 15 foldrWithKey :: (k -> a -> b -> b) -> b -> Multimap k a -> b foldrWithKey f b (Multimap (m, _)) = Map.foldrWithKey f' b m where f' = flip . Foldable.foldr . f -- | /O(n)/. Fold the key\/value paris in the map using the given -- left-associative binary operator. -- -- > foldlWithKey (\len k a -> length (show k) + length a + len) 0 (fromList [(1, "hello"), (1, "world"), (20, "!")]) === 15 foldlWithKey :: (a -> k -> b -> a) -> a -> Multimap k b -> a foldlWithKey f a (Multimap (m, _)) = Map.foldlWithKey f' a m where f' = flip (Foldable.foldl . flip f) -- | /O(n)/. A strict version of 'foldr'. Each application of the -- operator is evaluated before using the result in the next application. -- This function is strict in the starting value. -- -- > Data.Multimap.foldr' ((+) . length) 0 (fromList [(1, "hello"), (1, "world"), (2, "!")]) === 11 foldr' :: (a -> b -> b) -> b -> Multimap k a -> b foldr' = foldrWithKey' . const -- | /O(n)/. A strict version of 'foldl'. Each application of the -- operator is evaluated before using the result in the next application. -- This function is strict in the starting value. -- -- > Data.Multimap.foldl' (\len -> (+ len) . length) 0 (fromList [(1, "hello"), (1, "world"), (2, "!")]) === 11 foldl' :: (a -> b -> a) -> a -> Multimap k b -> a foldl' = foldlWithKey' . (const .) -- | /O(n)/. A strict version of 'foldrWithKey'. Each application of the -- operator is evaluated before using the result in the next application. -- This function is strict in the starting value. -- -- > foldrWithKey' (\k a len -> length (show k) + length a + len) 0 (fromList [(1, "hello"), (1, "world"), (20, "!")]) === 15 foldrWithKey' :: (k -> a -> b -> b) -> b -> Multimap k a -> b foldrWithKey' f b (Multimap (m, _)) = Map.foldrWithKey' f' b m where f' = flip . Foldable.foldr . f -- | /O(n)/. A strict version of 'foldlWithKey'. Each application of the -- operator is evaluated before using the result in the next application. -- This function is strict in the starting value. -- -- > foldlWithKey' (\len k a -> length (show k) + length a + len) 0 (fromList [(1, "hello"), (1, "world"), (20, "!")]) === 15 foldlWithKey' :: (a -> k -> b -> a) -> a -> Multimap k b -> a foldlWithKey' f a (Multimap (m, _)) = Map.foldlWithKey' f' a m where f' = flip (Foldable.foldl' . flip f) -- | /O(n)/. Fold the key\/value pairs in the map using the given monoid. -- -- > foldMapWithKey (\k x -> show k ++ ":" ++ x) (fromList [(1, "a"), (1, "a"), (2, "b")]) === "1:a1:a2:b" foldMapWithKey :: Monoid m => (k -> a -> m) -> Multimap k a -> m foldMapWithKey f (Multimap (m, _)) = Map.foldMapWithKey f' m where f' = Foldable.foldMap . f ------------------------------------------------------------------------------ -- | /O(n)/. Return all elements of the multimap in ascending order of -- their keys. -- -- > elems (fromList [(2, 'a'), (1, 'b'), (3, 'c'), (1, 'b')]) === "bbac" -- > elems (empty :: Multimap Int Char) === [] elems :: Multimap k a -> [a] elems (Multimap (m, _)) = Map.elems m >>= Nel.toList -- | /O(k)/. Return all keys of the multimap in ascending order. -- -- > keys (fromList [(2, 'a'), (1, 'b'), (3, 'c'), (1, 'b')]) === [1,2,3] -- > keys (empty :: Multimap Int Char) === [] keys :: Multimap k a -> [k] keys (Multimap (m, _)) = Map.keys m -- | /O(k)/. The set of all keys of the multimap. -- -- > keysSet (fromList [(2, 'a'), (1, 'b'), (3, 'c'), (1, 'b')]) === Set.fromList [1,2,3] -- > keysSet (empty :: Multimap Int Char) === Set.empty keysSet :: Multimap k a -> Set k keysSet (Multimap (m, _)) = Map.keysSet m -- | An alias for 'toAscList'. -- -- > assocs (fromList [(2,'a'),(1,'b'),(3,'c'),(1,'a')]) === [(1,'b'),(1,'a'),(2,'a'),(3,'c')] assocs :: Multimap k a -> [(k, a)] assocs = toAscList -- | Convert the multimap into a list of key/value pairs. -- -- > toList (fromList [(2,'a'),(1,'b'),(3,'c'),(1,'a')]) === [(1,'b'),(1,'a'),(2,'a'),(3,'c')] toList :: Multimap k a -> [(k, a)] toList = toAscList -- | Convert the multimap into a list of key/value pairs in ascending -- order of keys. -- -- > toAscList (fromList [(2,'a'),(1,'b'),(3,'c'),(1,'a')]) === [(1,'b'),(1,'a'),(2,'a'),(3,'c')] toAscList :: Multimap k a -> [(k, a)] toAscList (Multimap (m, _)) = Map.toAscList m >>= uncurry (\k -> fmap (k,) . Nel.toList) -- | Convert the multimap into a list of key/value pairs in descending -- order of keys. -- -- > toDescList (fromList [(2,'a'),(1,'b'),(3,'c'),(1,'a')]) === [(3,'c'),(2,'a'),(1,'b'),(1,'a')] toDescList :: Multimap k a -> [(k, a)] toDescList (Multimap (m, _)) = Map.toDescList m >>= uncurry (\k -> fmap (k,) . Nel.toList) -- | Convert the multimap into a list of key/value pairs, in a -- breadth-first manner, in ascending order of keys. -- -- > toAscListBF (fromList [("Foo",1),("Foo",2),("Foo",3),("Bar",4),("Bar",5),("Baz",6)]) -- > === [("Bar",4),("Baz",6),("Foo",1),("Bar",5),("Foo",2),("Foo",3)] toAscListBF :: Multimap k a -> [(k, a)] toAscListBF (Multimap (m, _)) = join . List.transpose . fmap (uncurry (\k -> fmap (k,) . Nel.toList)) $ Map.toAscList m -- | Convert the multimap into a list of key/value pairs, in a -- breadth-first manner, in descending order of keys. -- -- > toDescListBF (fromList [("Foo",1),("Foo",2),("Foo",3),("Bar",4),("Bar",5),("Baz",6)]) -- > === [("Foo",1),("Baz",6),("Bar",4),("Foo",2),("Bar",5),("Foo",3)] toDescListBF :: Multimap k a -> [(k, a)] toDescListBF (Multimap (m, _)) = join . List.transpose . fmap (uncurry (\k -> fmap (k,) . Nel.toList)) $ Map.toDescList m -- | /O(1)/. Convert the multimap into a regular map. toMap :: Multimap k a -> Map k (NonEmpty a) toMap (Multimap (m, _)) = m ------------------------------------------------------------------------------ -- | /O(n)/, assuming the predicate function takes /O(1)/. -- Retain all values that satisfy the predicate. -- -- > Data.Multimap.filter (> 'a') (fromList [(1,'a'),(1,'b'),(2,'a')]) === singleton 1 'b' -- > Data.Multimap.filter (< 'a') (fromList [(1,'a'),(1,'b'),(2,'a')]) === empty filter :: (a -> Bool) -> Multimap k a -> Multimap k a filter = filterWithKey . const -- | /O(k)/, assuming the predicate function takes /O(1)/. -- Retain all keys that satisfy the predicate. -- -- > filterKey even (fromList [(1,'a'),(1,'b'),(2,'a')]) === singleton 2 'a' filterKey :: (k -> Bool) -> Multimap k a -> Multimap k a filterKey p (Multimap (m, _)) = fromMap m' where m' = Map.filterWithKey (const . p) m -- | /O(n)/, assuming the predicate function takes /O(1)/. -- Retain all key\/value pairs that satisfy the predicate. -- -- > filterWithKey (\k a -> even k && a > 'a') (fromList [(1,'a'),(1,'b'),(2,'a'),(2,'b')]) === singleton 2 'b' filterWithKey :: (k -> a -> Bool) -> Multimap k a -> Multimap k a filterWithKey p (Multimap (m, _)) = fromMap m' where m' = Map.mapMaybeWithKey (\k -> nonEmpty . Nel.filter (p k)) m -- | Generalized 'filter'. -- -- > let f a | a > 'b' = Just True -- > | a < 'b' = Just False -- > | a == 'b' = Nothing -- > in do -- > filterM f (fromList [(1,'a'),(1,'b'),(2,'a'),(2,'c')]) === Nothing -- > filterM f (fromList [(1,'a'),(1,'c'),(2,'a'),(2,'c')]) === Just (fromList [(1,'c'),(2,'c')]) filterM :: (Ord k, Applicative t) => (a -> t Bool) -> Multimap k a -> t (Multimap k a) filterM = filterWithKeyM . const -- | Generalized 'filterWithKey'. -- -- > let f k a | even k && a > 'b' = Just True -- > | odd k && a < 'b' = Just False -- > | otherwise = Nothing -- > in do -- > filterWithKeyM f (fromList [(1,'a'),(1,'c'),(2,'a'),(2,'c')]) === Nothing -- > filterWithKeyM f (fromList [(1,'a'),(1,'a'),(2,'c'),(2,'c')]) === Just (fromList [(2,'c'),(2,'c')]) filterWithKeyM :: (Ord k, Applicative t) => (k -> a -> t Bool) -> Multimap k a -> t (Multimap k a) filterWithKeyM f = fmap fromList . List.filterM (uncurry f) . toList -- | /O(n)/, assuming the function @a -> 'Maybe' b@ takes /O(1)/. -- Map values and collect the 'Just' results. -- -- > mapMaybe (\a -> if a == "a" then Just "new a" else Nothing) (fromList [(1,"a"),(1,"b"),(2,"a"),(2,"c")]) -- > === fromList [(1,"new a"),(2,"new a")] mapMaybe :: (a -> Maybe b) -> Multimap k a -> Multimap k b mapMaybe = mapMaybeWithKey . const -- | /O(n)/, assuming the function @k -> a -> 'Maybe' b@ takes /O(1)/. -- Map key\/value pairs and collect the 'Just' results. -- -- > mapMaybeWithKey (\k a -> if k > 1 && a == "a" then Just "new a" else Nothing) (fromList [(1,"a"),(1,"b"),(2,"a"),(2,"c")]) -- > === singleton 2 "new a" mapMaybeWithKey :: (k -> a -> Maybe b) -> Multimap k a -> Multimap k b mapMaybeWithKey f (Multimap (m, _)) = fromMap $ Map.mapMaybeWithKey (\k -> nonEmpty . Maybe.mapMaybe (f k) . Nel.toList) m -- | /O(n)/, assuming the function @a -> 'Either' b c@ takes /O(1)/. -- Map values and separate the 'Left' and 'Right' results. -- -- > mapEither (\a -> if a < 'b' then Left a else Right a) (fromList [(1,'a'),(1,'c'),(2,'a'),(2,'c')]) -- > === (fromList [(1,'a'),(2,'a')],fromList [(1,'c'),(2,'c')]) mapEither :: (a -> Either b c) -> Multimap k a -> (Multimap k b, Multimap k c) mapEither = mapEitherWithKey . const -- | /O(n)/, assuming the function @k -> a -> 'Either' b c@ takes /O(1)/. -- Map key\/value pairs and separate the 'Left' and 'Right' results. -- -- > mapEitherWithKey (\k a -> if even k && a < 'b' then Left a else Right a) (fromList [(1,'a'),(1,'c'),(2,'a'),(2,'c')]) -- > === (fromList [(2,'a')],fromList [(1,'a'),(1,'c'),(2,'c')]) mapEitherWithKey :: (k -> a -> Either b c) -> Multimap k a -> (Multimap k b, Multimap k c) mapEitherWithKey f (Multimap (m, _)) = (fromMap' . Map.mapWithKey (const fst) &&& fromMap' . Map.mapWithKey (const snd)) $ Map.mapWithKey g m where g k as = Either.partitionEithers $ fmap (f k) (Nel.toList as)