graphite-0.9.8.0: src/Data/Graph/Types.hs
{-# LANGUAGE DeriveGeneric #-}
{-# LANGUAGE FlexibleInstances #-}
{-# LANGUAGE ScopedTypeVariables #-}
module Data.Graph.Types
(
-- * Main Graph type class
Graph(..)
-- * Edges type class
, IsEdge(..)
-- ** Main IsEdge instances
, Edge(..)
, Arc(..)
-- ** Edges and Arcs constructors
, (<->)
, (-->)
-- ** Edge attributes type clases
, Weighted(..)
, Labeled(..)
-- ** Triple-Edges convenience functions
, tripleToPair
, pairToTriple
, tripleOriginVertex
, tripleDestVertex
, tripleAttribute
) where
import Control.Applicative ((<*>))
import Data.Functor ((<$>))
import Data.List (foldl')
import GHC.Float (float2Double)
import GHC.Generics (Generic)
import Control.DeepSeq
import Data.Hashable
import Test.QuickCheck
-- | Types that behave like graphs
--
-- The main 'Graph' instances are 'UGraph' and 'DGraph'. The functions in this
-- class should be used for algorithms that are graph-directionality agnostic,
-- otherwise use the more specific ones in 'UGraph' and 'DGraph'
class Graph g where
-- | The Empty (order-zero) graph with no vertices and no edges
empty :: (Hashable v) => g v e
-- | Retrieve the order of a graph
--
-- The @order@ of a graph is its number of vertices
order :: g v e -> Int
-- | Retrieve the size of a graph
--
-- The @size@ of a graph is its number of edges
size :: (Hashable v, Eq v) => g v e -> Int
size = length . edgePairs
-- | Density of a graph
--
-- The @density@ of a graph is the ratio of the number of existing edges to
-- the number of posible edges
density :: (Hashable v, Eq v) => g v e -> Double
density g = (2 * (e - n + 1)) / (n * (n - 3) + 2)
where
n = fromIntegral $ order g
e = fromIntegral $ size g
-- * Operations
-- | Retrieve all the vertices of a graph
vertices :: g v e -> [v]
-- | Retrieve the edges of a graph
edgeTriples :: (Hashable v, Eq v) => g v e -> [(v, v, e)]
-- | Retrieve the edges of a graph, ignoring its attributes
edgePairs :: (Hashable v, Eq v) => g v e -> [(v, v)]
edgePairs g = tripleToPair <$> edgeTriples g
-- | Tell if a vertex exists in the graph
containsVertex :: (Hashable v, Eq v) => g v e -> v -> Bool
-- | Tell if two vertices are adjacent
areAdjacent :: (Hashable v, Eq v) => g v e -> v -> v -> Bool
areAdjacent g v1 v2 = containsEdgePair g (v1, v2) || containsEdgePair g (v2, v1)
-- | Retrieve the adjacent vertices of a vertex
adjacentVertices :: (Hashable v, Eq v) => g v e -> v -> [v]
adjacentVertices g v = tripleDestVertex <$> adjacentVertices' g v
-- | Same as 'adjacentVertices' but gives back the connecting edges
adjacentVertices' :: (Hashable v, Eq v) => g v e -> v -> [(v, v, e)]
-- | Same as 'adjacentVertices' but gives back only those vertices for which
-- the connecting edge allows the vertex to be reached.
--
-- For an undirected graph this is equivalent to 'adjacentVertices', but
-- for the case of a directed graph, the directed arcs will constrain the
-- reachability of the adjacent vertices.
reachableAdjacentVertices :: (Hashable v, Eq v) => g v e -> v -> [v]
reachableAdjacentVertices g v = tripleDestVertex <$> reachableAdjacentVertices' g v
-- | Same as 'reachableAdjacentVertices' but gives back the connecting edges
reachableAdjacentVertices' :: (Hashable v, Eq v) => g v e -> v -> [(v, v, e)]
-- | Total number of incident edges of a vertex
vertexDegree :: (Hashable v, Eq v) => g v e -> v -> Int
-- | Degrees of a all the vertices in a graph
degrees :: (Hashable v, Eq v) => g v e -> [Int]
degrees g = vertexDegree g <$> vertices g
-- | Maximum degree of a graph
maxDegree :: (Hashable v, Eq v) => g v e -> Int
maxDegree = maximum . degrees
-- | Minimum degree of a graph
minDegree :: (Hashable v, Eq v) => g v e -> Int
minDegree = minimum . degrees
-- | Average degree of a graph
avgDegree :: (Hashable v, Eq v) => g v e -> Double
avgDegree g = fromIntegral (2 * size g) / fromIntegral (order g)
-- | Insert a vertex into a graph. If the graph already contains the vertex
-- leave it untouched
insertVertex :: (Hashable v, Eq v) => v -> g v e -> g v e
-- | Insert many vertices into a graph. New vertices are inserted and
-- already contained vertices are left untouched
insertVertices :: (Hashable v, Eq v) => [v] -> g v e -> g v e
insertVertices vs g = foldl' (flip insertVertex) g vs
-- | Tell if an edge exists in the graph
containsEdgePair :: (Hashable v, Eq v) => g v e -> (v, v) -> Bool
-- | Retrieve the incident edges of a vertex
incidentEdgeTriples :: (Hashable v, Eq v) => g v e -> v -> [(v, v, e)]
-- | Retrieve the incident edges of a vertex, ignoring its attributes
incidentEdgePairs :: (Hashable v, Eq v) => g v e -> v -> [(v, v)]
incidentEdgePairs g v = tripleToPair <$> incidentEdgeTriples g v
-- | Get the edge between to vertices if it exists
edgeTriple :: (Hashable v, Eq v) => g v e -> v -> v -> Maybe (v, v, e)
-- | Insert an edge into a graph. The involved vertices are inserted if
-- don't exist. If the graph already contains the edge, its attribute gets
-- updated
insertEdgeTriple :: (Hashable v, Eq v) => (v, v, e) -> g v e -> g v e
-- | Same as 'insertEdgeTriple' but for multiple edges
insertEdgeTriples :: (Hashable v, Eq v) => [(v, v, e)] -> g v e -> g v e
insertEdgeTriples es g = foldl' (flip insertEdgeTriple) g es
-- | Same as 'insertEdgeTriple' but insert edge pairs in graphs with
-- attribute less edges
insertEdgePair :: (Hashable v, Eq v) => (v, v) -> g v () -> g v ()
insertEdgePair (v1, v2) = insertEdgeTriple (v1, v2, ())
-- | Same as 'insertEdgePair' for multiple edges
insertEdgePairs :: (Hashable v, Eq v) => [(v, v)] -> g v () -> g v ()
insertEdgePairs es g = foldl' (flip insertEdgePair) g es
-- | Remove a vertex from a graph if present. Every edge incident to this
-- vertex also gets removed
removeVertex :: (Hashable v, Eq v) => v -> g v e -> g v e
-- | Same as 'removeVertex' but for multiple vertices
removeVertices :: (Hashable v, Eq v) => [v] -> g v e -> g v e
removeVertices vs g = foldl' (flip removeVertex) g vs
-- | Remove an edge from a graph if present. The involved vertices are left
-- untouched
removeEdgePair :: (Hashable v, Eq v) => (v, v) -> g v e -> g v e
-- | Same as 'removeEdgePair' but for multiple edges
removeEdgePairs :: (Hashable v, Eq v) => [(v, v)] -> g v e -> g v e
removeEdgePairs es g = foldl' (flip removeEdgePair) g es
-- | Remove the edge from a graph if present. The involved vertices also get
-- removed
removeEdgePairAndVertices :: (Hashable v, Eq v) => (v, v) -> g v e -> g v e
removeEdgePairAndVertices (v1, v2) g =
removeVertex v2 $ removeVertex v1 $ removeEdgePair (v1, v2) g
-- | Retrieve the isolated vertices of a graph, if any
isolatedVertices :: (Hashable v, Eq v) => g v e -> [v]
isolatedVertices g = filter (\v -> vertexDegree g v == 0) $ vertices g
-- | Tell if a graph is simple
--
-- A graph is @simple@ if it has no loops
isSimple :: (Hashable v, Eq v) => g v e -> Bool
-- * Binary operations
-- | Union of two graphs
union :: (Hashable v, Eq v) => g v e -> g v e -> g v e
-- | Intersection of two graphs
intersection :: (Hashable v, Eq v, Eq e) => g v e -> g v e -> g v e
-- * Transformations
-- | Convert a graph to an adjacency list with vertices in type /v/ and edge
-- attributes in /e/
toList :: (Hashable v, Eq v) => g v e -> [(v, [(v, e)])]
-- | Construct a graph from an adjacency list with vertices in type /v and
-- edge attributes in /e/
fromList :: (Hashable v, Eq v) => [(v, [(v, e)])] -> g v e
fromList links = go links empty
where
go [] g = g
go ((v, es):rest) g = go
rest $
foldr
(\(v', e) g' -> insertEdgeTriple (v, v', e) g')
(insertVertex v g)
es
-- TODO: make this [[Bool]]
-- | Get the adjacency binary matrix representation of a graph
toAdjacencyMatrix :: g v e -> [[Int]]
-- | Generate a graph of Int vertices from an adjacency square binary matrix
fromAdjacencyMatrix :: [[Int]] -> Maybe (g Int ())
-- | Types that represent edges
--
-- The main 'IsEdge' instances are 'Edge' for undirected edges and 'Arc' for
-- directed edges.
class IsEdge e where
-- | Retrieve the origin vertex of the edge
originVertex :: e v a -> v
-- | Retrieve the destination vertex of the edge
destinationVertex :: e v a -> v
-- | Retrieve the attribute of the edge
attribute :: e v a -> a
-- * Conversion
-- | Convert an edge to a pair discarding its attribute
toPair :: e v a -> (v, v)
-- | Convert a pair to an edge, where it's attribute is unit
fromPair :: (v, v) -> e v ()
-- | Convert an edge to a triple, where the 3rd element it's the edge
-- attribute
toTriple :: e v a -> (v, v, a)
-- | Convert a triple to an edge
fromTriple :: (v, v, a) -> e v a
-- * Properties
-- | Tell if an edge is a loop
--
-- An edge forms a @loop@ if both of its ends point to the same vertex
isLoop :: (Eq v) => e v a -> Bool
-- | Undirected Edge with attribute of type /e/ between to Vertices of type /v/
data Edge v e = Edge v v e
deriving (Show, Read, Ord, Generic)
-- | Directed Arc with attribute of type /e/ between to Vertices of type /v/
data Arc v e = Arc v v e
deriving (Show, Read, Ord, Generic)
-- | Construct an attribute less undirected 'Edge' between two vertices
(<->) :: (Hashable v) => v -> v -> Edge v ()
(<->) v1 v2 = Edge v1 v2 ()
-- | Construct an attribute less directed 'Arc' between two vertices
(-->) :: (Hashable v) => v -> v -> Arc v ()
(-->) v1 v2 = Arc v1 v2 ()
instance (NFData v, NFData e) => NFData (Edge v e)
instance (NFData v, NFData e) => NFData (Arc v e)
instance IsEdge Edge where
originVertex (Edge v _ _) = v
destinationVertex (Edge _ v _) = v
attribute (Edge _ _ e) = e
toPair (Edge v1 v2 _) = (v1, v2)
fromPair (v1, v2) = Edge v1 v2 ()
toTriple (Edge v1 v2 e) = (v1, v2, e)
fromTriple (v1, v2, e) = Edge v1 v2 e
isLoop (Edge v1 v2 _) = v1 == v2
instance IsEdge Arc where
originVertex (Arc v _ _) = v
destinationVertex (Arc _ v _) = v
attribute (Arc _ _ e) = e
toPair (Arc fromV toV _) = (fromV, toV)
fromPair (fromV, toV) = Arc fromV toV ()
toTriple (Arc fromV toV e) = (fromV, toV, e)
fromTriple (fromV, toV, e) = Arc fromV toV e
isLoop (Arc v1 v2 _) = v1 == v2
-- | Edge attributes that represent weights
class Weighted e where
weight :: e -> Double
-- | Edge attributes that represent labels
class Labeled e where
label :: e -> String
instance Weighted Int where
weight = fromIntegral
instance Weighted Float where
weight = float2Double
instance Weighted Double where
weight = id
instance Labeled String where
label = id
instance Weighted (Double, String) where
weight = fst
instance Labeled (Double, String) where
label = snd
instance (Arbitrary v, Arbitrary e, Num v, Ord v) => Arbitrary (Edge v e) where
arbitrary = arbitraryEdge Edge
instance (Arbitrary v, Arbitrary e, Num v, Ord v) => Arbitrary (Arc v e) where
arbitrary = arbitraryEdge Arc
instance Functor (Edge v) where
fmap f (Edge v1 v2 e) = Edge v1 v2 $ f e
instance Functor (Arc v) where
fmap f (Arc v1 v2 e) = Arc v1 v2 $ f e
-- | Edges generator
arbitraryEdge :: (Arbitrary v, Arbitrary e, Ord v, Num v)
=> (v -> v -> e -> edge) -> Gen edge
arbitraryEdge edgeType = edgeType <$> vert <*> vert <*> arbitrary
where vert = getPositive <$> arbitrary
-- | Two 'Edge's are equal if they point to the same vertices, regardless of the
-- direction
instance (Eq v, Eq a) => Eq (Edge v a) where
(Edge v1 v2 a) == (Edge v1' v2' a') =
(a == a')
&& (v1 == v1' && v2 == v2')
|| (v1 == v2' && v2 == v1')
-- | Two 'Arc's are equal if they point to the same vertices, and the directions
-- are the same
instance (Eq v, Eq a) => Eq (Arc v a) where
(Arc v1 v2 a) == (Arc v1' v2' a') = (a == a') && (v1 == v1' && v2 == v2')
-- | Convert a triple to a pair by ignoring the third element
tripleToPair :: (a, b, c) -> (a, b)
tripleToPair (a, b, _) = (a, b)
-- | Convert a pair to a triple where the 3rd element is unit
pairToTriple :: (a, b) -> (a, b, ())
pairToTriple (a, b) = (a, b, ())
-- | Get the origin vertex from an edge triple
tripleOriginVertex :: (v, v, e) -> v
tripleOriginVertex (v, _, _) = v
-- | Get the destination vertex from an edge triple
tripleDestVertex :: (v, v, e) -> v
tripleDestVertex (_, v, _) = v
-- | Get the attribute from an edge triple
tripleAttribute :: (v, v, e) -> e
tripleAttribute (_, _, e) = e