Copyright | (c) Andrey Mokhov 2016-2022 |
---|---|
License | MIT (see the file LICENSE) |
Maintainer | andrey.mokhov@gmail.com |
Stability | experimental |
Safe Haskell | None |
Language | Haskell2010 |
Alga is a library for algebraic construction and manipulation of graphs in Haskell. See 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 Foldable
defined for lists. Furthermore, one can define Foldable
methods foldMap
and toList
using ToGraph
.foldg
:
foldMap
f =foldg
mempty
f (<>
) (<>
)toList
=foldg
[]pure
(++
) (++
)
However, the resulting Foldable
instance is problematic. For example,
folding equivalent algebraic graphs 1
and 1
+ 1
leads to different
results:
toList
(1 ) == [1]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 toList
violate this requirement, for example
[1] ++ [1] /= [1]
, and are therefore disallowed.
Synopsis
- class ToGraph t where
- type ToVertex t
- toGraph :: t -> Graph (ToVertex t)
- foldg :: r -> (ToVertex t -> r) -> (r -> r -> r) -> (r -> r -> r) -> t -> r
- isEmpty :: t -> Bool
- hasVertex :: Eq (ToVertex t) => ToVertex t -> t -> Bool
- hasEdge :: Eq (ToVertex t) => ToVertex t -> ToVertex t -> t -> Bool
- vertexCount :: Ord (ToVertex t) => t -> Int
- edgeCount :: Ord (ToVertex t) => t -> Int
- vertexList :: Ord (ToVertex t) => t -> [ToVertex t]
- edgeList :: Ord (ToVertex t) => t -> [(ToVertex t, ToVertex t)]
- vertexSet :: Ord (ToVertex t) => t -> Set (ToVertex t)
- vertexIntSet :: ToVertex t ~ Int => t -> IntSet
- edgeSet :: Ord (ToVertex t) => t -> Set (ToVertex t, ToVertex t)
- preSet :: Ord (ToVertex t) => ToVertex t -> t -> Set (ToVertex t)
- preIntSet :: ToVertex t ~ Int => Int -> t -> IntSet
- postSet :: Ord (ToVertex t) => ToVertex t -> t -> Set (ToVertex t)
- postIntSet :: ToVertex t ~ Int => Int -> t -> IntSet
- adjacencyList :: Ord (ToVertex t) => t -> [(ToVertex t, [ToVertex t])]
- dfsForest :: Ord (ToVertex t) => t -> Forest (ToVertex t)
- dfsForestFrom :: Ord (ToVertex t) => t -> [ToVertex t] -> Forest (ToVertex t)
- dfs :: Ord (ToVertex t) => t -> [ToVertex t] -> [ToVertex t]
- reachable :: Ord (ToVertex t) => t -> ToVertex t -> [ToVertex t]
- topSort :: Ord (ToVertex t) => t -> Either (Cycle (ToVertex t)) [ToVertex t]
- isAcyclic :: Ord (ToVertex t) => t -> Bool
- toAdjacencyMap :: Ord (ToVertex t) => t -> AdjacencyMap (ToVertex t)
- toAdjacencyMapTranspose :: Ord (ToVertex t) => t -> AdjacencyMap (ToVertex t)
- toAdjacencyIntMap :: ToVertex t ~ Int => t -> AdjacencyIntMap
- toAdjacencyIntMapTranspose :: ToVertex t ~ Int => t -> AdjacencyIntMap
- isDfsForestOf :: Ord (ToVertex t) => Forest (ToVertex t) -> t -> Bool
- isTopSortOf :: Ord (ToVertex t) => [ToVertex t] -> t -> Bool
- adjacencyMap :: ToGraph t => Ord (ToVertex t) => t -> Map (ToVertex t) (Set (ToVertex t))
- adjacencyIntMap :: (ToGraph t, ToVertex t ~ Int) => t -> IntMap IntSet
- adjacencyMapTranspose :: (ToGraph t, Ord (ToVertex t)) => t -> Map (ToVertex t) (Set (ToVertex t))
- adjacencyIntMapTranspose :: (ToGraph t, ToVertex t ~ Int) => t -> IntMap IntSet
Type class
class ToGraph t where Source #
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.
toGraph :: t -> Graph (ToVertex t) Source #
Convert a value to the corresponding algebraic graph, see Algebra.Graph.
toGraph ==foldg
Empty
Vertex
Overlay
Connect
foldg :: r -> (ToVertex t -> r) -> (r -> r -> r) -> (r -> r -> r) -> t -> r Source #
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.foldg
.toGraph
hasVertex :: Eq (ToVertex t) => ToVertex t -> t -> Bool Source #
Check if a graph contains a given vertex.
hasVertex x == foldg
False (==x) (||) (||)
hasEdge :: Eq (ToVertex t) => ToVertex t -> ToVertex t -> t -> Bool Source #
vertexCount :: Ord (ToVertex t) => t -> Int Source #
edgeCount :: Ord (ToVertex t) => t -> Int Source #
vertexList :: Ord (ToVertex t) => t -> [ToVertex t] Source #
edgeList :: Ord (ToVertex t) => t -> [(ToVertex t, ToVertex t)] Source #
vertexSet :: Ord (ToVertex t) => t -> Set (ToVertex t) Source #
vertexIntSet :: ToVertex t ~ Int => t -> IntSet Source #
The set of vertices of a graph. Like vertexSet
but specialised for
graphs with vertices of type Int
.
vertexIntSet ==foldg
IntSet.empty
IntSet.singleton
IntSet.union
IntSet.union
edgeSet :: Ord (ToVertex t) => t -> Set (ToVertex t, ToVertex t) Source #
The set of edges of a graph.
edgeSet == Algebra.Graph.AdjacencyMap.edgeSet
.toAdjacencyMap
preSet :: Ord (ToVertex t) => ToVertex t -> t -> Set (ToVertex t) Source #
The preset of a vertex is the set of its direct predecessors.
preSet x == Algebra.Graph.AdjacencyMap.preSet
x .toAdjacencyMap
preIntSet :: ToVertex t ~ Int => Int -> t -> IntSet Source #
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.preIntSet
x .toAdjacencyIntMap
postSet :: Ord (ToVertex t) => ToVertex t -> t -> Set (ToVertex t) Source #
The postset of a vertex is the set of its direct successors.
postSet x == Algebra.Graph.AdjacencyMap.postSet
x .toAdjacencyMap
postIntSet :: ToVertex t ~ Int => Int -> t -> IntSet Source #
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.postIntSet
x .toAdjacencyIntMap
adjacencyList :: Ord (ToVertex t) => t -> [(ToVertex t, [ToVertex t])] Source #
The sorted adjacency list of a graph.
adjacencyList == Algebra.Graph.AdjacencyMap.adjacencyList
.toAdjacencyMap
dfsForest :: Ord (ToVertex t) => t -> Forest (ToVertex t) Source #
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.dfsForest
. toAdjacencyMap
dfsForestFrom :: Ord (ToVertex t) => t -> [ToVertex t] -> Forest (ToVertex t) Source #
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 == Algebra.Graph.AdjacencyMap.dfsForestFrom
. toAdjacencyMap
dfs :: Ord (ToVertex t) => t -> [ToVertex t] -> [ToVertex t] Source #
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 == Algebra.Graph.AdjacencyMap.dfs
. toAdjacencyMap
reachable :: Ord (ToVertex t) => t -> ToVertex t -> [ToVertex t] Source #
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 == Algebra.Graph.AdjacencyMap.reachable
. toAdjacencyMap
topSort :: Ord (ToVertex t) => t -> Either (Cycle (ToVertex t)) [ToVertex t] Source #
Compute the topological sort of a graph or a AM.Cycle
if the
graph is cyclic.
topSort == Algebra.Graph.AdjacencyMap.topSort
. toAdjacencyMap
isAcyclic :: Ord (ToVertex t) => t -> Bool Source #
Check if a given graph is acyclic.
isAcyclic == Algebra.Graph.AdjacencyMap.isAcyclic
. toAdjacencyMap
toAdjacencyMap :: Ord (ToVertex t) => t -> AdjacencyMap (ToVertex t) Source #
Convert a value to the corresponding AdjacencyMap
.
toAdjacencyMap ==foldg
empty
vertex
overlay
connect
toAdjacencyMapTranspose :: Ord (ToVertex t) => t -> AdjacencyMap (ToVertex t) Source #
Convert a value to the corresponding AdjacencyMap
and transpose the
result.
toAdjacencyMapTranspose ==foldg
empty
vertex
overlay
(flip
connect
)
toAdjacencyIntMap :: ToVertex t ~ Int => t -> AdjacencyIntMap Source #
Convert a value to the corresponding AdjacencyIntMap
.
toAdjacencyIntMap ==foldg
empty
vertex
overlay
connect
toAdjacencyIntMapTranspose :: ToVertex t ~ Int => t -> AdjacencyIntMap Source #
Convert a value to the corresponding AdjacencyIntMap
and transpose
the result.
toAdjacencyIntMapTranspose ==foldg
empty
vertex
overlay
(flip
connect
)
isDfsForestOf :: Ord (ToVertex t) => Forest (ToVertex t) -> t -> Bool Source #
Check if a given forest is a valid depth-first search forest of a graph.
isDfsForestOf f == Algebra.Graph.AdjacencyMap.isDfsForestOf
f . toAdjacencyMap
isTopSortOf :: Ord (ToVertex t) => [ToVertex t] -> t -> Bool Source #
Check if a given list of vertices is a valid topological sort of a graph.
isTopSortOf vs == Algebra.Graph.AdjacencyMap.isTopSortOf
vs . toAdjacencyMap
Instances
Derived functions
adjacencyMap :: ToGraph t => Ord (ToVertex t) => t -> Map (ToVertex t) (Set (ToVertex t)) Source #
The adjacency map of a graph: each vertex is associated with a set of its direct successors.
adjacencyMap == Algebra.Graph.AdjacencyMap.adjacencyMap
.toAdjacencyMap
adjacencyIntMap :: (ToGraph t, ToVertex t ~ Int) => t -> IntMap IntSet Source #
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.adjacencyIntMap
.toAdjacencyIntMap
adjacencyMapTranspose :: (ToGraph t, Ord (ToVertex t)) => t -> Map (ToVertex t) (Set (ToVertex t)) Source #
The transposed adjacency map of a graph: each vertex is associated with a set of its direct predecessors.
adjacencyMapTranspose == Algebra.Graph.AdjacencyMap.adjacencyMap
.toAdjacencyMapTranspose
adjacencyIntMapTranspose :: (ToGraph t, ToVertex t ~ Int) => t -> IntMap IntSet Source #
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.adjacencyIntMap
.toAdjacencyIntMapTranspose