{-# LANGUAGE ConstrainedClassMethods #-}
-----------------------------------------------------------------------------
-- |
-- Module     : Algebra.Graph.ToGraph
-- Copyright  : (c) Andrey Mokhov 2016-2018
-- License    : MIT (see the file LICENSE)
-- Maintainer : andrey.mokhov@gmail.com
-- Stability  : experimental
--
-- __Alga__ is a library for algebraic construction and manipulation of graphs
-- in Haskell. See <https://github.com/snowleopard/alga-paper this paper> for the
-- motivation behind the library, the underlying theory, and implementation details.
--
-- This module defines the type class 'ToGraph' for capturing data types that
-- can be converted to algebraic graphs. To make an instance of this class you
-- need to define just a single method ('toGraph' or 'foldg'), which gives you
-- access to many other useful methods for free (although note that the default
-- implementations may be suboptimal performance-wise).
--
-- This type class is similar to the standard type class 'Data.Foldable.Foldable'
-- defined for lists. Furthermore, one can define 'Foldable' methods 'foldMap'
-- and 'Data.Foldable.toList' using @ToGraph@.'foldg':
--
-- @
-- 'foldMap' f = 'foldg' 'mempty' f    ('<>') ('<>')
-- 'Data.Foldable.toList'    = 'foldg' []     'pure' ('++') ('++')
-- @
--
-- However, the resulting 'Foldable' instance is problematic. For example,
-- folding equivalent algebraic graphs @1@ and @1@ + @1@ leads to different
-- results:
--
-- @
-- 'Data.Foldable.toList' (1    ) == [1]
-- 'Data.Foldable.toList' (1 + 1) == [1, 1]
-- @
--
-- To avoid such cases, we do not provide 'Foldable' instances for algebraic
-- graph datatypes. Furthermore, we require that the four arguments passed to
-- 'foldg' satisfy the laws of the algebra of graphs. The above definitions
-- of 'foldMap' and 'Data.Foldable.toList' violate this requirement, for example
-- @[1] ++ [1] /= [1]@, and are therefore disallowed.
-----------------------------------------------------------------------------
module Algebra.Graph.ToGraph (ToGraph (..)) where

import Prelude ()
import Prelude.Compat
import Data.IntMap (IntMap)
import Data.IntSet (IntSet)
import Data.Map    (Map)
import Data.Set    (Set)
import Data.Tree

import qualified Algebra.Graph                                as G
import qualified Algebra.Graph.AdjacencyMap                   as AM
import qualified Algebra.Graph.AdjacencyMap.Algorithm         as AM
import qualified Algebra.Graph.AdjacencyMap.Internal          as AM
import qualified Algebra.Graph.Labelled                       as LG
import qualified Algebra.Graph.Labelled.AdjacencyMap          as LAM
import qualified Algebra.Graph.NonEmpty.AdjacencyMap          as NAM
import qualified Algebra.Graph.NonEmpty.AdjacencyMap.Internal as NAM
import qualified Algebra.Graph.AdjacencyIntMap                as AIM
import qualified Algebra.Graph.AdjacencyIntMap.Algorithm      as AIM
import qualified Algebra.Graph.AdjacencyIntMap.Internal       as AIM
import qualified Algebra.Graph.Relation                       as R
import qualified Data.IntMap                                  as IntMap
import qualified Data.IntSet                                  as IntSet
import qualified Data.Map                                     as Map
import qualified Data.Set                                     as Set

-- | The 'ToGraph' type class captures data types that can be converted to
-- algebraic graphs. Instances of this type class should satisfy the laws
-- specified by the default method definitions.
class ToGraph t where
    {-# MINIMAL toGraph | foldg #-}
    -- | The type of vertices of the resulting graph.
    type ToVertex t

    -- | Convert a value to the corresponding algebraic graph, see "Algebra.Graph".
    --
    -- @
    -- toGraph == 'foldg' 'G.Empty' 'G.Vertex' 'G.Overlay' 'G.Connect'
    -- @
    toGraph :: t -> G.Graph (ToVertex t)
    toGraph = foldg G.Empty G.Vertex G.Overlay G.Connect

    -- | The method 'foldg' is used for generalised graph folding. It collapses
    -- a given value by applying the provided graph construction primitives. The
    -- order of arguments is: empty, vertex, overlay and connect, and it is
    -- assumed that the arguments satisfy the axioms of the graph algebra.
    --
    -- @
    -- foldg == Algebra.Graph.'G.foldg' . 'toGraph'
    -- @
    foldg :: r -> (ToVertex t -> r) -> (r -> r -> r) -> (r -> r -> r) -> t -> r
    foldg e v o c = G.foldg e v o c . toGraph

    -- | Check if a graph is empty.
    --
    -- @
    -- isEmpty == 'foldg' True ('const' False) (&&) (&&)
    -- @
    isEmpty :: t -> Bool
    isEmpty = foldg True (const False) (&&) (&&)

    -- | The /size/ of a graph, i.e. the number of leaves of the expression
    -- including 'empty' leaves.
    --
    -- __Note:__ The default implementation of this function violates the
    -- requirement that the four arguments of 'foldg' should satisfy the laws
    -- of algebraic graphs, since @1 + 1 /= 1@. Use this function with care.
    --
    -- @
    -- size == 'foldg' 1 ('const' 1) (+) (+)
    -- @
    size :: t -> Int
    size = foldg 1 (const 1) (+) (+)

    -- | Check if a graph contains a given vertex.
    --
    -- @
    -- hasVertex x == 'foldg' False (==x) (||) (||)
    -- @
    hasVertex :: Eq (ToVertex t) => ToVertex t -> t -> Bool
    hasVertex x = foldg False (==x) (||) (||)

    -- | Check if a graph contains a given edge.
    --
    -- @
    -- hasEdge x y == Algebra.Graph.'G.hasEdge' x y . 'toGraph'
    -- @
    hasEdge :: Eq (ToVertex t) => ToVertex t -> ToVertex t -> t -> Bool
    hasEdge x y = G.hasEdge x y . toGraph

    -- | The number of vertices in a graph.
    --
    -- @
    -- vertexCount == Set.'Set.size' . 'vertexSet'
    -- @
    vertexCount :: Ord (ToVertex t) => t -> Int
    vertexCount = Set.size . vertexSet

    -- | The number of edges in a graph.
    --
    -- @
    -- edgeCount == Set.'Set.size' . 'edgeSet'
    -- @
    edgeCount :: Ord (ToVertex t) => t -> Int
    edgeCount = AM.edgeCount . toAdjacencyMap

    -- | The sorted list of vertices of a given graph.
    --
    -- @
    -- vertexList == Set.'Set.toAscList' . 'vertexSet'
    -- @
    vertexList :: Ord (ToVertex t) => t -> [ToVertex t]
    vertexList = Set.toAscList . vertexSet

    -- | The sorted list of edges of a graph.
    --
    -- @
    -- edgeList == Set.'Set.toAscList' . 'edgeSet'
    -- @
    edgeList :: Ord (ToVertex t) => t -> [(ToVertex t, ToVertex t)]
    edgeList = AM.edgeList . toAdjacencyMap

    -- | The set of vertices of a graph.
    --
    -- @
    -- vertexSet == 'foldg' Set.'Set.empty' Set.'Set.singleton' Set.'Set.union' Set.'Set.union'
    -- @
    vertexSet :: Ord (ToVertex t) => t -> Set (ToVertex t)
    vertexSet = foldg Set.empty Set.singleton Set.union Set.union

    -- | The set of vertices of a graph. Like 'vertexSet' but specialised for
    -- graphs with vertices of type 'Int'.
    --
    -- @
    -- vertexIntSet == 'foldg' IntSet.'IntSet.empty' IntSet.'IntSet.singleton' IntSet.'IntSet.union' IntSet.'IntSet.union'
    -- @
    vertexIntSet :: ToVertex t ~ Int => t -> IntSet
    vertexIntSet = foldg IntSet.empty IntSet.singleton IntSet.union IntSet.union

    -- | The set of edges of a graph.
    --
    -- @
    -- edgeSet == Algebra.Graph.AdjacencyMap.'AM.edgeSet' . 'toAdjacencyMap'
    -- @
    edgeSet :: Ord (ToVertex t) => t -> Set (ToVertex t, ToVertex t)
    edgeSet = AM.edgeSet . toAdjacencyMap

    -- | The /preset/ of a vertex is the set of its /direct predecessors/.
    --
    -- @
    -- preSet x == Algebra.Graph.AdjacencyMap.'AM.preSet' x . 'toAdjacencyMap'
    -- @
    preSet :: Ord (ToVertex t) => ToVertex t -> t -> Set (ToVertex t)
    preSet x = AM.postSet x . toAdjacencyMapTranspose

    -- | The /preset/ (here @preIntSet@) of a vertex is the set of its
    -- /direct predecessors/. Like 'preSet' but specialised for graphs with
    -- vertices of type 'Int'.
    --
    -- @
    -- preIntSet x == Algebra.Graph.AdjacencyIntMap.'AIM.preIntSet' x . 'toAdjacencyIntMap'
    -- @
    preIntSet :: ToVertex t ~ Int => Int -> t -> IntSet
    preIntSet x = AIM.postIntSet x . toAdjacencyIntMapTranspose

    -- | The /postset/ of a vertex is the set of its /direct successors/.
    --
    -- @
    -- postSet x == Algebra.Graph.AdjacencyMap.'AM.postSet' x . 'toAdjacencyMap'
    -- @
    postSet :: Ord (ToVertex t) => ToVertex t -> t -> Set (ToVertex t)
    postSet x = AM.postSet x . toAdjacencyMap

    -- | The /postset/ (here @postIntSet@) of a vertex is the set of its
    -- /direct successors/. Like 'postSet' but specialised for graphs with
    -- vertices of type 'Int'.
    --
    -- @
    -- postIntSet x == Algebra.Graph.AdjacencyIntMap.'AIM.postIntSet' x . 'toAdjacencyIntMap'
    -- @
    postIntSet :: ToVertex t ~ Int => Int -> t -> IntSet
    postIntSet x = AIM.postIntSet x . toAdjacencyIntMap

    -- | The sorted /adjacency list/ of a graph.
    --
    -- @
    -- adjacencyList == Algebra.Graph.AdjacencyMap.'AM.adjacencyList' . 'toAdjacencyMap'
    -- @
    adjacencyList :: Ord (ToVertex t) => t -> [(ToVertex t, [ToVertex t])]
    adjacencyList = AM.adjacencyList . toAdjacencyMap

    -- | The /adjacency map/ of a graph: each vertex is associated with a set
    -- of its /direct successors/.
    --
    -- @
    -- adjacencyMap == Algebra.Graph.AdjacencyMap.'Algebra.Graph.AdjacencyMap.adjacencyMap' . 'toAdjacencyMap'
    -- @
    adjacencyMap :: Ord (ToVertex t) => t -> Map (ToVertex t) (Set (ToVertex t))
    adjacencyMap = AM.adjacencyMap . toAdjacencyMap

    -- | The /adjacency map/ of a graph: each vertex is associated with a set
    -- of its /direct successors/. Like 'adjacencyMap' but specialised for
    -- graphs with vertices of type 'Int'.
    --
    -- @
    -- adjacencyIntMap == Algebra.Graph.AdjacencyIntMap.'Algebra.Graph.AdjacencyIntMap.adjacencyIntMap' . 'toAdjacencyIntMap'
    -- @
    adjacencyIntMap :: ToVertex t ~ Int => t -> IntMap IntSet
    adjacencyIntMap = AIM.adjacencyIntMap . toAdjacencyIntMap

    -- | The transposed /adjacency map/ of a graph: each vertex is associated
    -- with a set of its /direct predecessors/.
    --
    -- @
    -- adjacencyMapTranspose == Algebra.Graph.AdjacencyMap.'Algebra.Graph.AdjacencyMap.adjacencyMap' . 'toAdjacencyMapTranspose'
    -- @
    adjacencyMapTranspose :: Ord (ToVertex t) => t -> Map (ToVertex t) (Set (ToVertex t))
    adjacencyMapTranspose = AM.adjacencyMap . toAdjacencyMapTranspose

    -- | The transposed /adjacency map/ of a graph: each vertex is associated
    -- with a set of its /direct predecessors/. Like 'adjacencyMapTranspose' but
    -- specialised for graphs with vertices of type 'Int'.
    --
    -- @
    -- adjacencyIntMapTranspose == Algebra.Graph.AdjacencyIntMap.'Algebra.Graph.AdjacencyIntMap.adjacencyIntMap' . 'toAdjacencyIntMapTranspose'
    -- @
    adjacencyIntMapTranspose :: ToVertex t ~ Int => t -> IntMap IntSet
    adjacencyIntMapTranspose = AIM.adjacencyIntMap . toAdjacencyIntMapTranspose

    -- | Compute the /depth-first search/ forest of a graph that corresponds to
    -- searching from each of the graph vertices in the 'Ord' @a@ order.
    --
    -- @
    -- dfsForest == Algebra.Graph.AdjacencyMap.'AM.dfsForest' . toAdjacencyMap
    -- @
    dfsForest :: Ord (ToVertex t) => t -> Forest (ToVertex t)
    dfsForest = AM.dfsForest . toAdjacencyMap

    -- | Compute the /depth-first search/ forest of a graph, searching from each
    -- of the given vertices in order. Note that the resulting forest does not
    -- necessarily span the whole graph, as some vertices may be unreachable.
    --
    -- @
    -- dfsForestFrom vs == Algebra.Graph.AdjacencyMap.'AM.dfsForestFrom' vs . toAdjacencyMap
    -- @
    dfsForestFrom :: Ord (ToVertex t) => [ToVertex t] -> t -> Forest (ToVertex t)
    dfsForestFrom vs = AM.dfsForestFrom vs . toAdjacencyMap

    -- | Compute the list of vertices visited by the /depth-first search/ in a
    -- graph, when searching from each of the given vertices in order.
    --
    -- @
    -- dfs vs == Algebra.Graph.AdjacencyMap.'AM.dfs' vs . toAdjacencyMap
    -- @
    dfs :: Ord (ToVertex t) => [ToVertex t] -> t -> [ToVertex t]
    dfs vs = AM.dfs vs . toAdjacencyMap

    -- | Compute the list of vertices that are /reachable/ from a given source
    -- vertex in a graph. The vertices in the resulting list appear in the
    -- /depth-first order/.
    --
    -- @
    -- reachable x == Algebra.Graph.AdjacencyMap.'AM.reachable' x . toAdjacencyMap
    -- @
    reachable :: Ord (ToVertex t) => ToVertex t -> t -> [ToVertex t]
    reachable x = AM.reachable x . toAdjacencyMap

    -- | Compute the /topological sort/ of a graph or return @Nothing@ if the
    -- graph is cyclic.
    --
    -- @
    -- topSort == Algebra.Graph.AdjacencyMap.'AM.topSort' . toAdjacencyMap
    -- @
    topSort :: Ord (ToVertex t) => t -> Maybe [ToVertex t]
    topSort = AM.topSort . toAdjacencyMap

    -- | Check if a given graph is /acyclic/.
    --
    -- @
    -- isAcyclic == Algebra.Graph.AdjacencyMap.'AM.isAcyclic' . toAdjacencyMap
    -- @
    isAcyclic :: Ord (ToVertex t) => t -> Bool
    isAcyclic = AM.isAcyclic . toAdjacencyMap

    -- | Convert a value to the corresponding 'AM.AdjacencyMap'.
    --
    -- @
    -- toAdjacencyMap == 'foldg' 'AM.empty' 'AM.vertex' 'AM.overlay' 'AM.connect'
    -- @
    toAdjacencyMap :: Ord (ToVertex t) => t -> AM.AdjacencyMap (ToVertex t)
    toAdjacencyMap = foldg AM.empty AM.vertex AM.overlay AM.connect

    -- | Convert a value to the corresponding 'AM.AdjacencyMap' and transpose the
    -- result.
    --
    -- @
    -- toAdjacencyMapTranspose == 'foldg' 'AM.empty' 'AM.vertex' 'AM.overlay' ('flip' 'AM.connect')
    -- @
    toAdjacencyMapTranspose :: Ord (ToVertex t) => t -> AM.AdjacencyMap (ToVertex t)
    toAdjacencyMapTranspose = foldg AM.empty AM.vertex AM.overlay (flip AM.connect)

    -- | Convert a value to the corresponding 'AIM.AdjacencyIntMap'.
    --
    -- @
    -- toAdjacencyIntMap == 'foldg' 'AIM.empty' 'AIM.vertex' 'AIM.overlay' 'AIM.connect'
    -- @
    toAdjacencyIntMap :: ToVertex t ~ Int => t -> AIM.AdjacencyIntMap
    toAdjacencyIntMap = foldg AIM.empty AIM.vertex AIM.overlay AIM.connect

    -- | Convert a value to the corresponding 'AIM.AdjacencyIntMap' and transpose
    -- the result.
    --
    -- @
    -- toAdjacencyIntMapTranspose == 'foldg' 'AIM.empty' 'AIM.vertex' 'AIM.overlay' ('flip' 'AIM.connect')
    -- @
    toAdjacencyIntMapTranspose :: ToVertex t ~ Int => t -> AIM.AdjacencyIntMap
    toAdjacencyIntMapTranspose = foldg AIM.empty AIM.vertex AIM.overlay (flip AIM.connect)

    -- | Check if a given forest is a valid /depth-first search/ forest of a
    -- graph.
    --
    -- @
    -- isDfsForestOf f == Algebra.Graph.AdjacencyMap.'AM.isDfsForestOf' f . toAdjacencyMap
    -- @
    isDfsForestOf :: Ord (ToVertex t) => Forest (ToVertex t) -> t -> Bool
    isDfsForestOf f = AM.isDfsForestOf f . toAdjacencyMap

    -- | Check if a given list of vertices is a valid /topological sort/ of a
    -- graph.
    --
    -- @
    -- isTopSortOf vs == Algebra.Graph.AdjacencyMap.'AM.isTopSortOf' vs . toAdjacencyMap
    -- @
    isTopSortOf :: Ord (ToVertex t) => [ToVertex t] -> t -> Bool
    isTopSortOf vs = AM.isTopSortOf vs . toAdjacencyMap

instance Ord a => ToGraph (G.Graph a) where
    type ToVertex (G.Graph a) = a
    toGraph = id
    foldg   = G.foldg
    hasEdge = G.hasEdge

-- | See "Algebra.Graph.AdjacencyMap".
instance Ord a => ToGraph (AM.AdjacencyMap a) where
    type ToVertex (AM.AdjacencyMap a) = a
    toGraph                    = G.stars
                               . map (fmap Set.toList)
                               . Map.toList
                               . AM.adjacencyMap
    isEmpty                    = AM.isEmpty
    hasVertex                  = AM.hasVertex
    hasEdge                    = AM.hasEdge
    vertexCount                = AM.vertexCount
    edgeCount                  = AM.edgeCount
    vertexList                 = AM.vertexList
    vertexSet                  = AM.vertexSet
    vertexIntSet               = IntSet.fromAscList . AM.vertexList
    edgeList                   = AM.edgeList
    edgeSet                    = AM.edgeSet
    adjacencyList              = AM.adjacencyList
    preSet                     = AM.preSet
    postSet                    = AM.postSet
    adjacencyMap               = AM.adjacencyMap
    adjacencyIntMap            = IntMap.fromAscList
                               . map (fmap $ IntSet.fromAscList . Set.toAscList)
                               . Map.toAscList
                               . AM.adjacencyMap
    dfsForest                  = AM.dfsForest
    dfsForestFrom              = AM.dfsForestFrom
    dfs                        = AM.dfs
    reachable                  = AM.reachable
    topSort                    = AM.topSort
    isAcyclic                  = AM.isAcyclic
    toAdjacencyMap             = id
    toAdjacencyIntMap          = AIM.AM . adjacencyIntMap
    toAdjacencyMapTranspose    = AM.transpose . toAdjacencyMap
    toAdjacencyIntMapTranspose = AIM.transpose . toAdjacencyIntMap
    isDfsForestOf              = AM.isDfsForestOf
    isTopSortOf                = AM.isTopSortOf

instance ToGraph AIM.AdjacencyIntMap where
    type ToVertex AIM.AdjacencyIntMap = Int
    toGraph                    = G.stars
                               . map (fmap IntSet.toList)
                               . IntMap.toList
                               . AIM.adjacencyIntMap
    isEmpty                    = AIM.isEmpty
    hasVertex                  = AIM.hasVertex
    hasEdge                    = AIM.hasEdge
    vertexCount                = AIM.vertexCount
    edgeCount                  = AIM.edgeCount
    vertexList                 = AIM.vertexList
    vertexSet                  = Set.fromAscList . IntSet.toAscList . AIM.vertexIntSet
    vertexIntSet               = AIM.vertexIntSet
    edgeList                   = AIM.edgeList
    edgeSet                    = AIM.edgeSet
    adjacencyList              = AIM.adjacencyList
    preIntSet                  = AIM.preIntSet
    postIntSet                 = AIM.postIntSet
    adjacencyMap               = Map.fromAscList
                               . map (fmap $ Set.fromAscList . IntSet.toAscList)
                               . IntMap.toAscList
                               . AIM.adjacencyIntMap
    dfsForest                  = AIM.dfsForest
    dfsForestFrom              = AIM.dfsForestFrom
    dfs                        = AIM.dfs
    reachable                  = AIM.reachable
    topSort                    = AIM.topSort
    isAcyclic                  = AIM.isAcyclic
    adjacencyIntMap            = AIM.adjacencyIntMap
    toAdjacencyMap             = AM.AM . adjacencyMap
    toAdjacencyIntMap          = id
    toAdjacencyMapTranspose    = AM.transpose . toAdjacencyMap
    toAdjacencyIntMapTranspose = AIM.transpose . toAdjacencyIntMap
    isDfsForestOf              = AIM.isDfsForestOf
    isTopSortOf                = AIM.isTopSortOf

-- | See "Algebra.Graph.Labelled".
instance (Eq e, Monoid e, Ord a) => ToGraph (LG.Graph e a) where
    type ToVertex (LG.Graph e a) = a
    foldg e v o c              = LG.foldg e v (\e -> if e == mempty then o else c)
    vertexList                 = LG.vertexList
    vertexSet                  = LG.vertexSet
    toAdjacencyMap             = LAM.skeleton
                               . LG.foldg LAM.empty LAM.vertex LAM.connect
    toAdjacencyMapTranspose    = LAM.skeleton
                               . LG.foldg LAM.empty LAM.vertex (fmap flip LAM.connect)
    toAdjacencyIntMap          = toAdjacencyIntMap . toAdjacencyMap
    toAdjacencyIntMapTranspose = toAdjacencyIntMapTranspose . toAdjacencyMapTranspose

-- | See "Algebra.Graph.Labelled.AdjacencyMap".
instance (Eq e, Monoid e, Ord a) => ToGraph (LAM.AdjacencyMap e a) where
    type ToVertex (LAM.AdjacencyMap e a) = a
    toGraph                    = toGraph . LAM.skeleton
    foldg e v o c              = foldg e v o c . LAM.skeleton
    isEmpty                    = LAM.isEmpty
    hasVertex                  = LAM.hasVertex
    hasEdge                    = LAM.hasEdge
    vertexCount                = LAM.vertexCount
    edgeCount                  = LAM.edgeCount
    vertexList                 = LAM.vertexList
    vertexSet                  = LAM.vertexSet
    vertexIntSet               = IntSet.fromAscList . LAM.vertexList
    edgeList                   = edgeList . LAM.skeleton
    edgeSet                    = edgeSet . LAM.skeleton
    adjacencyList              = adjacencyList . LAM.skeleton
    preSet                     = LAM.preSet
    postSet                    = LAM.postSet
    toAdjacencyMap             = LAM.skeleton
    toAdjacencyIntMap          = toAdjacencyIntMap . LAM.skeleton
    toAdjacencyMapTranspose    = toAdjacencyMapTranspose . LAM.skeleton
    toAdjacencyIntMapTranspose = toAdjacencyIntMapTranspose . LAM.skeleton

-- | See "Algebra.Graph.NonEmpty.AdjacencyMap".
instance Ord a => ToGraph (NAM.AdjacencyMap a) where
    type ToVertex (NAM.AdjacencyMap a) = a
    toGraph                    = toGraph . NAM.am
    isEmpty _                  = False
    hasVertex                  = NAM.hasVertex
    hasEdge                    = NAM.hasEdge
    vertexCount                = NAM.vertexCount
    edgeCount                  = NAM.edgeCount
    vertexList                 = vertexList . NAM.am
    vertexSet                  = NAM.vertexSet
    vertexIntSet               = vertexIntSet . NAM.am
    edgeList                   = NAM.edgeList
    edgeSet                    = NAM.edgeSet
    adjacencyList              = adjacencyList . NAM.am
    preSet                     = NAM.preSet
    postSet                    = NAM.postSet
    adjacencyMap               = adjacencyMap . NAM.am
    adjacencyIntMap            = adjacencyIntMap . NAM.am
    dfsForest                  = dfsForest . NAM.am
    dfsForestFrom xs           = dfsForestFrom xs . NAM.am
    dfs xs                     = dfs xs . NAM.am
    reachable x                = reachable x . NAM.am
    topSort                    = topSort . NAM.am
    isAcyclic                  = isAcyclic . NAM.am
    toAdjacencyMap             = NAM.am
    toAdjacencyIntMap          = toAdjacencyIntMap . NAM.am
    toAdjacencyMapTranspose    = NAM.am . NAM.transpose
    toAdjacencyIntMapTranspose = toAdjacencyIntMap . NAM.transpose
    isDfsForestOf f            = isDfsForestOf f . NAM.am
    isTopSortOf x              = isTopSortOf x . NAM.am

-- TODO: Get rid of "Relation.Internal" and move this instance to "Relation".
instance Ord a => ToGraph (R.Relation a) where
    type ToVertex (R.Relation a) = a
    toGraph r                  = G.vertices (Set.toList $ R.domain   r) `G.overlay`
                                 G.edges    (Set.toList $ R.relation r)
    isEmpty                    = R.isEmpty
    hasVertex                  = R.hasVertex
    hasEdge                    = R.hasEdge
    vertexCount                = R.vertexCount
    edgeCount                  = R.edgeCount
    vertexList                 = R.vertexList
    vertexSet                  = R.vertexSet
    vertexIntSet               = IntSet.fromAscList . R.vertexList
    edgeList                   = R.edgeList
    edgeSet                    = R.edgeSet
    adjacencyList              = R.adjacencyList
    adjacencyMap               = Map.fromAscList
                               . map (fmap Set.fromAscList)
                               . R.adjacencyList
    adjacencyIntMap            = IntMap.fromAscList
                               . map (fmap IntSet.fromAscList)
                               . R.adjacencyList
    toAdjacencyMap             = AM.AM . adjacencyMap
    toAdjacencyIntMap          = AIM.AM . adjacencyIntMap
    toAdjacencyMapTranspose    = AM.transpose . toAdjacencyMap
    toAdjacencyIntMapTranspose = AIM.transpose . toAdjacencyIntMap