some haddoc
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src/DCB.hs
40
src/DCB.hs
@ -30,23 +30,29 @@ type Vector r e = Array r DIM1 e
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type Matrix r e = Array r DIM2 e
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type Attr = Matrix A.U Double
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-- Adjecency-Matrix
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-- | Adjacency-Matrix
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type Adj = Matrix A.U Int8
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-- | Matrix of constraints
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--TODO: Haddoc!
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type Constraints = (Vector A.U Int8, Matrix A.U Double)
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-- Graph consists of a Vector denoting which colums of the matrix represents wich originating
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-- column in the global adjencency-matrix, the reduces adjencency-matrix of the graph, a
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-- matrix of constraints and a scalar denoting the density
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-- | A vector of weights indicating how much divergence is allowed in which dimension
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type MaxDivergence = Vector A.U Double
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-- | Make this special Scalar explicitly visible
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type Density = Double
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-- Graph
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-- | consists of a Vector denoting which columns of the matrix represents which originating
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-- column in the global adjancency-matrix, a matrix of constraints and a scalar denoting the density
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type Graph = (Vector A.U Int, Constraints, Density)
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-- expand calculates all possible additions towards a vector of graphs
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expand :: Adj -> Attr -> [Graph] -> [Graph]
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-- | calculates all possible additions to one Graph, yielding a list of valid expansions
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-- i.e. constraint a == Just Constraints for all returned Graphs
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expand :: Adj -> Attr -> Graph -> [Graph]
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expand adj attr g = undefined -- addablePoints -> for each: addPoint -> filterLayer
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--TODO: Haddoc!
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--Was macht der Int?
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preprocess :: Adj -> Attr -> Density -> MaxDivergence -> Int -> (Adj, [Graph])
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preprocess adj attr d div req =
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let
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@ -69,8 +75,8 @@ preprocess adj attr d div req =
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adj' = A.computeS $A.fromFunction (A.extent adj) (\sh -> if mask!sh then 0 else adj!sh)
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in (adj', finalGraphs)
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-- initGraph initializes a seed graph if it fulfills the constraints
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-- assumption: given nodes i, j are connected
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-- | initializes a seed graph if it fulfills the constraints
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-- assumption: given nodes i, j are connected
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initGraph :: Attr -> MaxDivergence -> Int -> (Int, Int) -> Either Graph (Int, Int)
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initGraph attr div req (i, j) =
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let
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@ -80,7 +86,7 @@ initGraph attr div req (i, j) =
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Just c -> Left $(A.computeS $A.fromFunction (ix1 2)
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(\(Z:.i) -> if i == 0 then i else j), c, 1)
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-- constraintInit checks the contraints for an initializin seed
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-- | checks constraints of an initializing seed
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constraintInit :: Attr -> MaxDivergence -> Int -> Int -> Int -> Maybe Constraints
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constraintInit attr div req i j =
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let
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@ -97,12 +103,12 @@ constraintInit attr div req i j =
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nrHit = A.foldAllS (+) (0::Int) $A.map fromIntegral fulfill
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in if nrHit >= req then Just (A.computeS fulfill, constr) else Nothing
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-- filterLayer removes all duplicate graphs
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-- | removes all duplicate graphs
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filterLayer :: Vector A.U Graph -> Vector A.U Graph
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filterLayer gs = undefined -- TODO
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-- constraint gets a Graph and an Attribute-Matrix and yields true, if the Graph still fulfills
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-- all constraints defined via the Attribute-Matrix.
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-- | gets a Graph and an Attribute-Matrix and yields true, if the Graph still fulfills
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-- all constraints defined via the Attribute-Matrix.
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constraint :: Attr -> MaxDivergence -> Int -> Graph -> Int -> Maybe Constraints
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constraint attr div req (_, (fulfill, constr), _) newNode =
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let
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@ -127,8 +133,8 @@ updateDensity adj nodes newNode dens =
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n = fromIntegral n'
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in (dens * (n*(n+1)) / 2 + fromIntegral neighbours) * 2 / ((n+1)*(n+2))
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-- addPoint gets a graph and a tuple of an adjecancy-Vector with an int wich column of the
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-- Adjacency-Matrix the Vector should represent to generate further Graphs
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-- | gets a graph and a tuple of an adjecancy-Vector with an int wich column of the
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-- Adjacency-Matrix the Vector should represent to generate further Graphs
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addPoint :: Adj -> Attr -> Density -> MaxDivergence -> Int -> Graph -> Int -> Maybe Graph
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addPoint adj attr d div req g@(nodes, _, dens) n =
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let
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@ -142,6 +148,6 @@ addPoint adj attr d div req g@(nodes, _, dens) n =
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True -> Just (A.computeS $nodes ++ A.fromFunction (ix1 1) (\i -> n), c, densNew)
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False -> Nothing
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-- addablePoints yields all valid addititons (=neighbours) to a Graph
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-- | yields all valid addititons (=neighbours) to a Graph
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addablePoints :: Adj -> Graph -> Vector A.U Int
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addablePoints adj g = undefined --TODO
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