@@ -1,4 +1,3 @@
1−{-# LANGUAGE StrictData #-}
21{-# LANGUAGE TypeFamilyDependencies #-}
32{-# LANGUAGE ConstraintKinds #-}
43{-# LANGUAGE AllowAmbiguousTypes #-}
@@ -30,7 +29,7 @@
3029-- motivation behind the library, the underlying theory, and implementation details.
3130--
3231-- This module offers many of the combinators mentioned in the work of
33−-- Macedo (2012) and Oliveira (2012).
32+-- Macedo (2012) and Oliveira (2012).
3433--
3534-- This is an Internal module and it is no supposed to be imported.
3635--
@@ -43,26 +42,17 @@ module LAoP.Matrix.Internal
4342 --
4443 -- There exists two type families that make it easier to write
4544 -- matrix dimensions: 'FromNat' and 'Count'. This approach
46− -- leads to a very straightforward implementation
47− -- of LAoP combinators.
45+ -- leads to a very straightforward implementation
46+ -- of LAoP combinators.
4847
4948 -- * Type safe matrix representation
5049 Matrix (..),
5150
52− -- * Constraint type aliases
53− Countable,
54− CountableDims,
55− CountableN,
56− CountableDimsN,
57− FL,
58− FLN,
59− Liftable,
60− Trivial,
61−
6251 -- * Primitives
52+ empty,
6353 one,
64− join,
65− fork,
54+ junc,
55+ split,
6656
6757 -- * Auxiliary type families
6858 FromNat,
@@ -75,7 +65,6 @@ module LAoP.Matrix.Internal
7565 toLists,
7666 toList,
7767 matrixBuilder,
78− matrixBuilder',
7968 row,
8069 col,
8170 zeros,
@@ -86,17 +75,11 @@ module LAoP.Matrix.Internal
8675 -- * Misc
8776 -- ** Get dimensions
8877 columns,
89− columns',
9078 rows,
91− rows',
9279
9380 -- ** Matrix Transposition
9481 tr,
9582
96− -- ** Scalar multiplication/division of matrices
97− (.|),
98− (./),
99−
10083 -- ** Selective operator
10184 select,
10285 branch,
@@ -105,19 +88,16 @@ module LAoP.Matrix.Internal
10588 cond,
10689
10790 -- ** Matrix "abiding"
108− abideJF,
109− abideFJ,
110−
111− -- ** Zip matrices
112− zipWithM,
91+ abideJS,
92+ abideSJ,
11393
11494 -- * Biproduct approach
115− -- ** Fork
95+ -- ** Split
11696 (===),
11797 -- *** Projections
11898 p1,
11999 p2,
120− -- ** Join
100+ -- ** Junc
121101 (|||),
122102 -- *** Injections
123103 i1,
@@ -130,13 +110,12 @@ module LAoP.Matrix.Internal
130110
131111 -- | Note that given the restrictions imposed it is not possible to
132112 -- implement the standard type classes present in standard Haskell.
133−
134113 -- *** Matrix pairing projections
135− fstM,
136− sndM,
114+ kp1,
115+ kp2,
137116
138117 -- *** Matrix pairing
139− kr,
118+ khatri,
140119
141120 -- * Matrix composition and lifting
142121
@@ -144,10 +123,10 @@ module LAoP.Matrix.Internal
144123
145124 -- | Note that given the restrictions imposed it is not possible to
146125 -- implement the standard type classes present in standard Haskell.
147− iden,
126+ identity,
148127 comp,
149− fromF',
150128 fromF,
129+ fromF',
151130
152131 -- * Matrix printing
153132 pretty,
@@ -174,22 +153,21 @@ import LAoP.Utils.Internal
174153import Data.Bool
175154import Data.Kind
176155import Data.List
177−import Data.Maybe
178156import Data.Proxy
179−import Data.Typeable
180157import Data.Void
181158import GHC.TypeLits
182159import Data.Type.Equality
183160import GHC.Generics
184161import Control.DeepSeq
185−import Prelude hiding (id, (.))
186−import qualified Prelude (id, (.))
162+import Control.Category
163+import Prelude hiding ((.))
187164
188165-- | LAoP (Linear Algebra of Programming) Inductive Matrix definition.
189166data Matrix e cols rows where
167+ Empty :: Matrix e Void Void
190168 One :: e -> Matrix e () ()
191− Join :: Matrix e a rows -> Matrix e b rows -> Matrix e (Either a b) rows
192− Fork :: Matrix e cols a -> Matrix e cols b -> Matrix e cols (Either a b)
169+ Junc :: Matrix e a rows -> Matrix e b rows -> Matrix e (Either a b) rows
170+ Split :: Matrix e cols a -> Matrix e cols b -> Matrix e cols (Either a b)
193171
194172deriving instance (Show e) => Show (Matrix e cols rows)
195173
@@ -216,95 +194,120 @@ type family Count (d :: Type) :: Nat where
216194--
217195-- Thanks to Li-Yao Xia this type family is super fast.
218196type family FromNat (n :: Nat) :: Type where
197+ FromNat 0 = Void
219198 FromNat 1 = ()
220199 FromNat n = FromNat' (Mod n 2 == 0) (FromNat (Div n 2))
221200
222201type family FromNat' (b :: Bool) (m :: Type) :: Type where
223− FromNat' 'True m = Either m m
202+ FromNat' 'True m = Either m m
224203 FromNat' 'False m = Either () (Either m m)
225204
226205-- | Type family that normalizes the representation of a given data
227206-- structure
228207type family Normalize (d :: Type) :: Type where
229− Normalize (Either a b) = Either (Normalize a) (Normalize b)
230− Normalize d = FromNat (Count d)
208+ Normalize d = FromNat (Count d)
231209
232210-- | Constraint type synonyms to keep the type signatures less convoluted
233211type Countable a = KnownNat (Count a)
234212type CountableN a = KnownNat (Count (Normalize a))
235−type CountableDims a b = (Countable a, Countable b)
236−type CountableDimsN a b = (CountableN a, CountableN b)
237−type FL a b = FromLists a b
238−type FLN a b = FromLists (Normalize a) (Normalize b)
213+type CountableDimensions a b = (Countable a, Countable b)
214+type CountableDimensionsN a b = (CountableN a, CountableN b)
215+type FromListsN e a b = FromLists e (Normalize a) (Normalize b)
239216type Liftable e a b = (Bounded a, Bounded b, Enum a, Enum b, Eq b, Num e, Ord e)
240−type Trivial a = FromNat (Count a) ~ a
241217
242−-- | It is possible to implement a constrained version of the category type
243−-- class.
218+-- | It isn't possible to implement the 'id' function so it's
219+-- implementation is 'undefined'. However 'comp' can be and this partial
220+-- class implementation exists just to make the code more readable.
221+--
222+-- Please use 'identity' instead.
244223instance (Num e) => Category (Matrix e) where
245− type Object (Matrix e) a = (FL a a, Countable a)
246− id = iden
247− (.) = comp
224+ id = undefined
225+ (.) = comp
248226
249227instance NFData e => NFData (Matrix e cols rows) where
250− rnf (One e) = rnf e
251− rnf (Join a b) = rnf a `seq` rnf b
252− rnf (Fork a b) = rnf a `seq` rnf b
228+ rnf Empty = ()
229+ rnf (One e) = rnf e
230+ rnf (Junc a b) = rnf a `seq` rnf b
231+ rnf (Split a b) = rnf a `seq` rnf b
253232
254233instance Eq e => Eq (Matrix e cols rows) where
255− (One a) == (One b) = a == b
256− (Join a b) == (Join c d) = a == c && b == d
257− (Fork a b) == (Fork c d) = a == c && b == d
258− x@(Fork _ _) == y@(Join _ _) = x == abideJF y
259− x@(Join _ _) == y@(Fork _ _) = abideJF x == y
234+ Empty == Empty = True
235+ (One a) == (One b) = a == b
236+ (Junc a b) == (Junc c d) = a == c && b == d
237+ (Split a b) == (Split c d) = a == c && b == d
238+ x@(Split _ _) == y@(Junc _ _) = x == abideJS y
239+ x@(Junc _ _) == y@(Split _ _) = abideJS x == y
260240
261241instance Num e => Num (Matrix e cols rows) where
262− a + b = zipWithM (+) a b
263−
264− a - b = zipWithM (-) a b
265−
266− a * b = zipWithM (*) a b
267242
268− abs (One a) = One (abs a)
269− abs (Join a b) = Join (abs a) (abs b)
270− abs (Fork a b) = Fork (abs a) (abs b)
271−
272− signum (One a) = One (signum a)
273− signum (Join a b) = Join (signum a) (signum b)
274− signum (Fork a b) = Fork (signum a) (signum b)
243+ Empty + Empty = Empty
244+ (One a) + (One b) = One (a + b)
245+ (Junc a b) + (Junc c d) = Junc (a + c) (b + d)
246+ (Split a b) + (Split c d) = Split (a + c) (b + d)
247+ x@(Split _ _) + y@(Junc _ _) = x + abideJS y
248+ x@(Junc _ _) + y@(Split _ _) = abideJS x + y
249+
250+ Empty - Empty = Empty
251+ (One a) - (One b) = One (a - b)
252+ (Junc a b) - (Junc c d) = Junc (a - c) (b - d)
253+ (Split a b) - (Split c d) = Split (a - c) (b - d)
254+ x@(Split _ _) - y@(Junc _ _) = x - abideJS y
255+ x@(Junc _ _) - y@(Split _ _) = abideJS x - y
256+
257+ Empty * Empty = Empty
258+ (One a) * (One b) = One (a * b)
259+ (Junc a b) * (Junc c d) = Junc (a * c) (b * d)
260+ (Split a b) * (Split c d) = Split (a * c) (b * d)
261+ x@(Split _ _) * y@(Junc _ _) = x * abideJS y
262+ x@(Junc _ _) * y@(Split _ _) = abideJS x * y
263+
264+ abs Empty = Empty
265+ abs (One a) = One (abs a)
266+ abs (Junc a b) = Junc (abs a) (abs b)
267+ abs (Split a b) = Split (abs a) (abs b)
268+
269+ signum Empty = Empty
270+ signum (One a) = One (signum a)
271+ signum (Junc a b) = Junc (signum a) (signum b)
272+ signum (Split a b) = Split (signum a) (signum b)
275273
276274instance Ord e => Ord (Matrix e cols rows) where
277− (One a) <= (One b) = a <= b
278− (Join a b) <= (Join c d) = (a <= c) && (b <= d)
279− (Fork a b) <= (Fork c d) = (a <= c) && (b <= d)
280− x@(Fork _ _) <= y@(Join _ _) = x <= abideJF y
281− x@(Join _ _) <= y@(Fork _ _) = abideJF x <= y
275+ Empty <= Empty = True
276+ (One a) <= (One b) = a <= b
277+ (Junc a b) <= (Junc c d) = (a <= c) && (b <= d)
278+ (Split a b) <= (Split c d) = (a <= c) && (b <= d)
279+ x@(Split _ _) <= y@(Junc _ _) = x <= abideJS y
280+ x@(Junc _ _) <= y@(Split _ _) = abideJS x <= y
282281
283282-- Primitives
284283
284+-- | Empty matrix constructor
285+empty :: Matrix e Void Void
286+empty = Empty
287+
285288-- | Unit matrix constructor
286289one :: e -> Matrix e () ()
287290one = One
288291
289−-- | Matrix 'Join' constructor
290−join :: Matrix e a rows -> Matrix e b rows -> Matrix e (Either a b) rows
291−join = Join
292+-- | Matrix 'Junc' constructor
293+junc :: Matrix e a rows -> Matrix e b rows -> Matrix e (Either a b) rows
294+junc = Junc
292295
293296infixl 3 |||
294297
295−-- | Matrix 'Join' constructor
298+-- | Matrix 'Junc' constructor
296299(|||) :: Matrix e a rows -> Matrix e b rows -> Matrix e (Either a b) rows
297−(|||) = Join
300+(|||) = Junc
298301
299−-- | Matrix 'Fork' constructor
300−fork :: Matrix e cols a -> Matrix e cols b -> Matrix e cols (Either a b)
301−fork = Fork
302+-- | Matrix 'Split' constructor
303+split :: Matrix e cols a -> Matrix e cols b -> Matrix e cols (Either a b)
304+split = Split
302305
303306infixl 2 ===
304307
305−-- | Matrix 'Fork' constructor
308+-- | Matrix 'Split' constructor
306309(===) :: Matrix e cols a -> Matrix e cols b -> Matrix e cols (Either a b)
307−(===) = Fork
310+(===) = Split
308311
309312-- Construction
310313
@@ -312,101 +315,84 @@ infixl 2 ===
312315--
313316-- Given that it is not possible to branch on types at the term level type
314317-- classes are needed very much like an inductive definition but on types.
315−class FromLists cols rows where
318+class FromLists e cols rows where
316319 -- | Build a matrix out of a list of list of elements. Throws a runtime
317320 -- error if the dimensions do not match.
318321 fromLists :: [[e]] -> Matrix e cols rows
319322
320−instance FromLists () () where
323+instance FromLists e Void Void where
324+ fromLists [] = Empty
325+ fromLists _ = error "Wrong dimensions"
326+
327+instance {-# OVERLAPPING #-} FromLists e () () where
321328 fromLists [[e]] = One e
322329 fromLists _ = error "Wrong dimensions"
323330
324−instance (FromLists cols ()) => FromLists (Either () cols) () where
325− fromLists [h : t] = Join (One h) (fromLists [t])
331+instance {-# OVERLAPPING #-} (FromLists e cols ()) => FromLists e (Either () cols) () where
332+ fromLists [h : t] = Junc (One h) (fromLists [t])
326333 fromLists _ = error "Wrong dimensions"
327334
328−instance {-# OVERLAPPABLE #-}
329− (FromLists a (), FromLists b (), Countable a) => FromLists (Either a b) () where
330− fromLists [l] =
335+instance {-# OVERLAPPABLE #-} (FromLists e a (), FromLists e b (), Countable a) => FromLists e (Either a b) () where
336+ fromLists [l] =
331337 let rowsA = fromInteger (natVal (Proxy :: Proxy (Count a)))
332− in Join (fromLists [take rowsA l]) (fromLists [drop rowsA l])
338+ in Junc (fromLists [take rowsA l]) (fromLists [drop rowsA l])
333339 fromLists _ = error "Wrong dimensions"
334340
335−instance (FromLists () rows) => FromLists () (Either () rows) where
336− fromLists ([h] : t) = Fork (One h) (fromLists t)
341+instance {-# OVERLAPPING #-} (FromLists e () rows) => FromLists e () (Either () rows) where
342+ fromLists ([h] : t) = Split (One h) (fromLists t)
337343 fromLists _ = error "Wrong dimensions"
338344
339−instance {-# OVERLAPPABLE #-}
340− (FromLists () a, FromLists () b, Countable a) => FromLists () (Either a b) where
341− fromLists l@([_] : _) =
345+instance {-# OVERLAPPABLE #-} (FromLists e () a, FromLists e () b, Countable a) => FromLists e () (Either a b) where
346+ fromLists l@([_] : _) =
342347 let rowsA = fromInteger (natVal (Proxy :: Proxy (Count a)))
343− in Fork (fromLists (take rowsA l)) (fromLists (drop rowsA l))
348+ in Split (fromLists (take rowsA l)) (fromLists (drop rowsA l))
344349 fromLists _ = error "Wrong dimensions"
345350
346−instance (FromLists (Either a b) c, FromLists (Either a b) d, Countable c)
347− => FromLists (Either a b) (Either c d) where
351+instance {-# OVERLAPPABLE #-} (FromLists e (Either a b) c, FromLists e (Either a b) d, Countable c) => FromLists e (Either a b) (Either c d) where
348352 fromLists l@(h : t) =
349353 let lh = length h
350354 rowsC = fromInteger (natVal (Proxy :: Proxy (Count c)))
351− condition = all ((== lh) . length) t
355+ condition = all (== lh) (map length t)
352356 in if lh > 0 && condition
353− then Fork (fromLists (take rowsC l)) (fromLists (drop rowsC l))
357+ then Split (fromLists (take rowsC l)) (fromLists (drop rowsC l))
354358 else error "Not all rows have the same length"
355359
356360-- | Matrix builder function. Constructs a matrix provided with
357−-- a construction function that operates with indices.
358−matrixBuilder' ::
361+-- a construction function.
362+matrixBuilder ::
359363 forall e cols rows.
360− ( FL cols rows,
361− CountableDims cols rows
362− ) => ((Int, Int) -> e) -> Matrix e cols rows
363−matrixBuilder' f =
364+ ( FromLists e cols rows,
365+ CountableDimensions cols rows
366+ ) =>
367+ ((Int, Int) -> e) ->
368+ Matrix e cols rows
369+matrixBuilder f =
364370 let c = fromInteger $ natVal (Proxy :: Proxy (Count cols))
365371 r = fromInteger $ natVal (Proxy :: Proxy (Count rows))
366372 positions = [(a, b) | a <- [0 .. (r - 1)], b <- [0 .. (c - 1)]]
367373 in fromLists . map (map f) . groupBy (\(x, _) (w, _) -> x == w) $ positions
368374
369−-- | Matrix builder function. Constructs a matrix provided with
370−-- a construction function that operates with arbitrary types.
371−matrixBuilder ::
372− forall e a b.
373− ( FLN a b,
374− Enum a,
375− Enum b,
376− Bounded a,
377− Bounded b,
378− Eq a,
379− Countable b
380− ) => ((a, b) -> e) -> Matrix e (Normalize a) (Normalize b)
381−matrixBuilder f =
382− let r = fromInteger $ natVal (Proxy :: Proxy (Count b))
383− positions = [(a, b) | a <- [minBound .. maxBound], b <- [minBound .. maxBound]]
384− in fromLists . map (map f) . transpose . buildList r $ positions
385− where
386− buildList _ [] = []
387− buildList r l = take r l : buildList r (drop r l)
388−
389375-- | Constructs a column vector matrix
390−col :: (FL () rows) => [e] -> Matrix e () rows
376+col :: (FromLists e () rows) => [e] -> Matrix e () rows
391377col = fromLists . map (: [])
392378
393379-- | Constructs a row vector matrix
394−row :: (FL cols ()) => [e] -> Matrix e cols ()
380+row :: (FromLists e cols ()) => [e] -> Matrix e cols ()
395381row = fromLists . (: [])
396382
397383-- | Lifts functions to matrices with arbitrary dimensions.
398384--
399385-- NOTE: Be careful to not ask for a matrix bigger than the cardinality of
400386-- types @a@ or @b@ allows.
401−fromF' ::
387+fromF ::
402388 forall a b cols rows e.
403389 ( Liftable e a b,
404− CountableDims cols rows,
405− FL rows cols
390+ CountableDimensions cols rows,
391+ FromLists e rows cols
406392 ) =>
407393 (a -> b) ->
408394 Matrix e cols rows
409−fromF' f =
395+fromF f =
410396 let minA = minBound @a
411397 maxA = maxBound @a
412398 minB = minBound @b
@@ -416,8 +402,8 @@ fromF' f =
416402 elementsA = take ccols [minA .. maxA]
417403 elementsB = take rrows [minB .. maxB]
418404 combinations = (,) <$> elementsA <*> elementsB
419− combAp = map snd . sort . map (\(a, b) -> if f a == b
420− then ((fromEnum a, fromEnum b), 1)
405+ combAp = map snd . sort . map (\(a, b) -> if f a == b
406+ then ((fromEnum a, fromEnum b), 1)
421407 else ((fromEnum a, fromEnum b), 0)) $ combinations
422408 mList = buildList combAp rrows
423409 in tr $ fromLists mList
@@ -427,23 +413,41 @@ fromF' f =
427413
428414-- | Lifts functions to matrices with dimensions matching @a@ and @b@
429415-- cardinality's.
430−fromF ::
416+fromF' ::
431417 forall a b e.
432418 ( Liftable e a b,
433− CountableDimsN a b,
434− FLN b a
419+ CountableDimensionsN a b,
420+ FromListsN e b a
435421 ) =>
436422 (a -> b) ->
437423 Matrix e (Normalize a) (Normalize b)
438−fromF = fromF'
424+fromF' f =
425+ let minA = minBound @a
426+ maxA = maxBound @a
427+ minB = minBound @b
428+ maxB = maxBound @b
429+ ccols = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize a)))
430+ rrows = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize b)))
431+ elementsA = take ccols [minA .. maxA]
432+ elementsB = take rrows [minB .. maxB]
433+ combinations = (,) <$> elementsA <*> elementsB
434+ combAp = map snd . sort . map (\(a, b) -> if f a == b
435+ then ((fromEnum a, fromEnum b), 1)
436+ else ((fromEnum a, fromEnum b), 0)) $ combinations
437+ mList = buildList combAp rrows
438+ in tr $ fromLists mList
439+ where
440+ buildList [] _ = []
441+ buildList l r = take r l : buildList (drop r l) r
439442
440443-- Conversion
441444
442445-- | Converts a matrix to a list of lists of elements.
443446toLists :: Matrix e cols rows -> [[e]]
447+toLists Empty = []
444448toLists (One e) = [[e]]
445−toLists (Fork l r) = toLists l ++ toLists r
446−toLists (Join l r) = zipWith (++) (toLists l) (toLists r)
449+toLists (Split l r) = toLists l ++ toLists r
450+toLists (Junc l r) = zipWith (++) (toLists l) (toLists r)
447451
448452-- | Converts a matrix to a list of elements.
449453toList :: Matrix e cols rows -> [e]
@@ -452,38 +456,37 @@ toList = concat . toLists
452456-- Zeros Matrix
453457
454458-- | The zero matrix. A matrix wholly filled with zeros.
455−zeros :: (Num e, FL cols rows, CountableDims cols rows) => Matrix e cols rows
456−zeros = matrixBuilder' (const 0)
459+zeros :: (Num e, FromLists e cols rows, CountableDimensions cols rows) => Matrix e cols rows
460+zeros = matrixBuilder (const 0)
457461
458462-- Ones Matrix
459463
460464-- | The ones matrix. A matrix wholly filled with ones.
461465--
462466-- Also known as T (Top) matrix.
463−ones :: (Num e, FL cols rows, CountableDims cols rows) => Matrix e cols rows
464−ones = matrixBuilder' (const 1)
467+ones :: (Num e, FromLists e cols rows, CountableDimensions cols rows) => Matrix e cols rows
468+ones = matrixBuilder (const 1)
465469
466470-- Const Matrix
467471
468472-- | The constant matrix constructor. A matrix wholly filled with a given
469473-- value.
470−constant :: (Num e, FL cols rows, CountableDims cols rows) => e -> Matrix e cols rows
471−constant e = matrixBuilder' (const e)
474+constant :: (Num e, FromLists e cols rows, CountableDimensions cols rows) => e -> Matrix e cols rows
475+constant e = matrixBuilder (const e)
472476
473477-- Bang Matrix
474478
475479-- | The T (Top) row vector matrix.
476−bang :: forall e cols. (Num e, Enum e, FL cols (), Countable cols) => Matrix e cols ()
480+bang :: forall e cols. (Num e, Enum e, FromLists e cols (), Countable cols) => Matrix e cols ()
477481bang =
478482 let c = fromInteger $ natVal (Proxy :: Proxy (Count cols))
479483 in fromLists [take c [1, 1 ..]]
480484
481−-- iden Matrix
485+-- Identity Matrix
482486
483−-- | iden matrix.
484−iden :: forall e cols . (Num e, FL cols cols, Countable cols) => Matrix e cols cols
485−iden = matrixBuilder' (bool 0 1 . uncurry (==))
486−{-# NOINLINE iden #-}
487+-- | Identity matrix.
488+identity :: (Num e, FromLists e cols cols, Countable cols) => Matrix e cols cols
489+identity = matrixBuilder (bool 0 1 . uncurry (==))
487490
488491-- Matrix composition (MMM)
489492
@@ -492,90 +495,60 @@ iden = matrixBuilder' (bool 0 1 . uncurry (==))
492495-- This definition takes advantage of divide-and-conquer and fusion laws
493496-- from LAoP.
494497comp :: (Num e) => Matrix e cr rows -> Matrix e cols cr -> Matrix e cols rows
495−comp (One a) (One b) = One (a * b)
496−comp (Join a b) (Fork c d) = comp a c + comp b d -- Divide-and-conquer law
497−comp (Fork a b) c = Fork (comp a c) (comp b c) -- Fork fusion law
498−comp c (Join a b) = Join (comp c a) (comp c b) -- Join fusion law
499−{-# NOINLINE comp #-}
500−{-# RULES
501− "comp/iden1" forall m. comp m iden = m ;
502− "comp/iden2" forall m. comp iden m = m
503−#-}
504−
505−-- Scalar multiplication of matrices
506−
507−infixl 7 .|
508−-- | Scalar multiplication of matrices.
509−(.|) :: Num e => e -> Matrix e cols rows -> Matrix e cols rows
510−(.|) e (One a) = One (e * a)
511−(.|) e (Join a b) = Join (e .| a) (e .| b)
512−(.|) e (Fork a b) = Fork (e .| a) (e .| b)
513−
514−-- Scalar division of matrices
515−
516−infixl 7 ./
517−-- | Scalar multiplication of matrices.
518−(./) :: Fractional e => Matrix e cols rows -> e -> Matrix e cols rows
519−(./) (One a) e = One (a / e)
520−(./) (Join a b) e = Join (a ./ e) (b ./ e)
521−(./) (Fork a b) e = Fork (a ./ e) (b ./ e)
498+comp Empty Empty = Empty
499+comp (One a) (One b) = One (a * b)
500+comp (Junc a b) (Split c d) = comp a c + comp b d -- Divide-and-conquer law
501+comp (Split a b) c = Split (comp a c) (comp b c) -- Split fusion law
502+comp c (Junc a b) = Junc (comp c a) (comp c b) -- Junc fusion law
522503
523504-- Projections
524505
525506-- | Biproduct first component projection
526−p1 :: (Num e, CountableDims n m, FL n m, FL m m) => Matrix e (Either m n) m
527−p1 = join id zeros
507+p1 :: forall e m n. (Num e, CountableDimensions n m, FromLists e n m, FromLists e m m) => Matrix e (Either m n) m
508+p1 =
509+ let iden = identity :: Matrix e m m
510+ zero = zeros :: Matrix e n m
511+ in junc iden zero
528512
529513-- | Biproduct second component projection
530−p2 :: (Num e, CountableDims n m, FL m n, FL n n) => Matrix e (Either m n) n
531−p2 = join zeros id
514+p2 :: forall e m n. (Num e, CountableDimensions n m, FromLists e m n, FromLists e n n) => Matrix e (Either m n) n
515+p2 =
516+ let iden = identity :: Matrix e n n
517+ zero = zeros :: Matrix e m n
518+ in junc zero iden
532519
533520-- Injections
534521
535522-- | Biproduct first component injection
536−i1 :: (Num e, CountableDims n m, FL n m, FL m m) => Matrix e m (Either m n)
523+i1 :: (Num e, CountableDimensions n m, FromLists e n m, FromLists e m m) => Matrix e m (Either m n)
537524i1 = tr p1
538525
539526-- | Biproduct second component injection
540−i2 :: (Num e, CountableDims n m, FL m n, FL n n) => Matrix e n (Either m n)
527+i2 :: (Num e, CountableDimensions n m, FromLists e m n, FromLists e n n) => Matrix e n (Either m n)
541528i2 = tr p2
542529
543530-- Dimensions
544531
545532-- | Obtain the number of rows.
546533--
547−-- NOTE: The 'KnownNat' constraint is needed in order to obtain the
548−-- dimensions in constant time. For a version that doesn't require the
549−-- constraint see 'rows''.
534+-- NOTE: The 'KnownNat' constaint is needed in order to obtain the
535+-- dimensions in constant time.
536+--
537+-- TODO: A 'rows' function that does not need the 'KnownNat' constraint in
538+-- exchange for performance.
550539rows :: forall e cols rows. (Countable rows) => Matrix e cols rows -> Int
551540rows _ = fromInteger $ natVal (Proxy :: Proxy (Count rows))
552541
553−-- | Obtain the number of rows in an inefficient manner, but without any
554−-- constraints.
555−--
556−-- For a more efficient version see 'rows'.
557−rows' :: Matrix e cols rows -> Int
558−rows' (One _) = 1
559−rows' (Join lhs _) = rows' lhs
560−rows' (Fork top bottom) = rows' top + rows' bottom
561−
562542-- | Obtain the number of columns.
543+--
544+-- NOTE: The 'KnownNat' constaint is needed in order to obtain the
545+-- dimensions in constant time.
563546--
564−-- NOTE: The 'KnownNat' constraint is needed in order to obtain the
565−-- dimensions in constant time. For a version that doesn't require the
566−-- constraint see 'columns''.
547+-- TODO: A 'columns' function that does not need the 'KnownNat' constraint in
548+-- exchange for performance.
567549columns :: forall e cols rows. (Countable cols) => Matrix e cols rows -> Int
568550columns _ = fromInteger $ natVal (Proxy :: Proxy (Count cols))
569551
570−-- | Obtain the number of columns in an inefficient manner, but without any
571−-- constraints.
572−--
573−-- For a more efficient version see 'columns'.
574−columns' :: Matrix e cols rows -> Int
575−columns' (One _) = 1
576−columns' (Join lhs rhs) = columns' lhs + columns' rhs
577−columns' (Fork top _) = columns' top
578−
579552-- Coproduct Bifunctor
580553
581554infixl 5 -|-
@@ -584,172 +557,175 @@ infixl 5 -|-
584557(-|-) ::
585558 forall e n k m j.
586559 ( Num e,
587− CountableDims j k,
588− FL k k,
589− FL j k,
590− FL k j,
591− FL j j
560+ CountableDimensions j k,
561+ FromLists e k k,
562+ FromLists e j k,
563+ FromLists e k j,
564+ FromLists e j j
592565 ) =>
593566 Matrix e n k ->
594567 Matrix e m j ->
595568 Matrix e (Either n m) (Either k j)
596−(-|-) a b = Join (i1 . a) (i2 . b)
569+(-|-) a b = Junc (i1 . a) (i2 . b)
597570
598571-- Khatri Rao Product and projections
599572
600573-- | Khatri Rao product first component projection matrix.
601−fstM ::
574+kp1 ::
602575 forall e m k .
603576 ( Num e,
604− CountableDims k m,
605− FL (Normalize (m, k)) m,
577+ CountableDimensions k m,
578+ FromLists e (Normalize (m, k)) m,
606579 CountableN (m, k)
607580 ) => Matrix e (Normalize (m, k)) m
608−fstM = matrixBuilder' f
581+kp1 = matrixBuilder f
609582 where
610583 offset = fromInteger (natVal (Proxy :: Proxy (Count k)))
611584 f (x, y)
612585 | y >= (x * offset) && y <= (x * offset + offset - 1) = 1
613− | otherwise = 0
586+ | otherwise = 0
614587
615588-- | Khatri Rao product second component projection matrix.
616−sndM ::
589+kp2 ::
617590 forall e m k .
618591 ( Num e,
619− CountableDims k m,
620− FL (Normalize (m, k)) k,
592+ CountableDimensions k m,
593+ FromLists e (Normalize (m, k)) k,
621594 CountableN (m, k)
622595 ) => Matrix e (Normalize (m, k)) k
623−sndM = matrixBuilder' f
596+kp2 = matrixBuilder f
624597 where
625598 offset = fromInteger (natVal (Proxy :: Proxy (Count k)))
626599 f (x, y)
627600 | x == y || mod (y - x) offset == 0 = 1
628− | otherwise = 0
601+ | otherwise = 0
629602
630603-- | Khatri Rao Matrix product also known as matrix pairing.
631604--
632605-- NOTE: That this is not a true categorical product, see for instance:
633−--
606+--
634607-- @
635−-- | fstM . kr a b == a
636−-- kr a b ==> |
637−-- | sndM . kr a b == b
608+-- | kp1 . khatri a b == a
609+-- khatri a b ==> |
610+-- | kp2 . khatri a b == b
638611-- @
639612--
640613-- __Emphasis__ on the implication symbol.
641−kr ::
642− forall e cols a b.
614+khatri ::
615+ forall e cols a b.
643616 ( Num e,
644− CountableDims a b,
617+ CountableDimensions a b,
645618 CountableN (a, b),
646− FL (Normalize (a, b)) a,
647− FL (Normalize (a, b)) b
619+ FromLists e (Normalize (a, b)) a,
620+ FromLists e (Normalize (a, b)) b
648621 ) => Matrix e cols a -> Matrix e cols b -> Matrix e cols (Normalize (a, b))
649−kr a b =
650− let fstM' = fstM @e @a @b
651− sndM' = sndM @e @a @b
652− in (tr fstM' . a) * (tr sndM' . b)
622+khatri a b =
623+ let kp1' = kp1 @e @a @b
624+ kp2' = kp2 @e @a @b
625+ in (tr kp1') . a * (tr kp2') . b
653626
654627-- Product Bifunctor (Kronecker)
655628
656629infixl 4 ><
657630
658631-- | Matrix product functor also known as kronecker product
659−(><) ::
660− forall e m p n q.
632+(><) ::
633+ forall e m p n q.
661634 ( Num e,
662− CountableDims m n,
663− CountableDims p q,
664− CountableDimsN (m, n) (p, q),
665− FL (Normalize (m, n)) m,
666− FL (Normalize (m, n)) n,
667− FL (Normalize (p, q)) p,
668− FL (Normalize (p, q)) q
669− )
635+ CountableDimensions m n,
636+ CountableDimensions p q,
637+ CountableDimensionsN (m, n) (p, q),
638+ FromLists e (Normalize (m, n)) m,
639+ FromLists e (Normalize (m, n)) n,
640+ FromLists e (Normalize (p, q)) p,
641+ FromLists e (Normalize (p, q)) q
642+ )
670643 => Matrix e m p -> Matrix e n q -> Matrix e (Normalize (m, n)) (Normalize (p, q))
671644(><) a b =
672− let fstM' = fstM @e @m @n
673− sndM' = sndM @e @m @n
674− in kr (a . fstM') (b . sndM')
645+ let kp1' = kp1 @e @m @n
646+ kp2' = kp2 @e @m @n
647+ in khatri (a . kp1') (b . kp2')
675648
676−-- Matrix abide Join Fork
649+-- Matrix abide Junc Split
677650
678−-- | Matrix "abiding" following the 'Join'-'Fork' exchange law.
679−--
651+-- | Matrix "abiding" followin the 'Junc'-'Split' abide law.
652+--
680653-- Law:
681654--
682655-- @
683−-- 'Join' ('Fork' a c) ('Fork' b d) == 'Fork' ('Join' a b) ('Join' c d)
656+-- 'Junc' ('Split' a c) ('Split' b d) == 'Split' ('Junc' a b) ('Junc' c d)
684657-- @
685−abideJF :: Matrix e cols rows -> Matrix e cols rows
686−abideJF (Join (Fork a c) (Fork b d)) = Fork (Join (abideJF a) (abideJF b)) (Join (abideJF c) (abideJF d)) -- Join-Fork abide law
687−abideJF (One e) = One e
688−abideJF (Join a b) = Join (abideJF a) (abideJF b)
689−abideJF (Fork a b) = Fork (abideJF a) (abideJF b)
658+abideJS :: Matrix e cols rows -> Matrix e cols rows
659+abideJS (Junc (Split a c) (Split b d)) = Split (Junc (abideJS a) (abideJS b)) (Junc (abideJS c) (abideJS d)) -- Junc-Split abide law
660+abideJS Empty = Empty
661+abideJS (One e) = One e
662+abideJS (Junc a b) = Junc (abideJS a) (abideJS b)
663+abideJS (Split a b) = Split (abideJS a) (abideJS b)
690664
691−-- Matrix abide Fork Join
665+-- Matrix abide Split Junc
692666
693−-- | Matrix "abiding" followin the 'Fork'-'Join' abide law.
694−--
667+-- | Matrix "abiding" followin the 'Split'-'Junc' abide law.
668+--
695669-- @
696−-- 'Fork' ('Join' a b) ('Join' c d) == 'Join' ('Fork' a c) ('Fork' b d)
670+-- 'Split' ('Junc' a b) ('Junc' c d) == 'Junc' ('Split' a c) ('Split' b d)
697671-- @
698−abideFJ :: Matrix e cols rows -> Matrix e cols rows
699−abideFJ (Fork (Join a b) (Join c d)) = Join (Fork (abideFJ a) (abideFJ c)) (Fork (abideFJ b) (abideFJ d)) -- Fork-Join abide law
700−abideFJ (One e) = One e
701−abideFJ (Join a b) = Join (abideFJ a) (abideFJ b)
702−abideFJ (Fork a b) = Fork (abideFJ a) (abideFJ b)
672+abideSJ :: Matrix e cols rows -> Matrix e cols rows
673+abideSJ (Split (Junc a b) (Junc c d)) = Junc (Split (abideSJ a) (abideSJ c)) (Split (abideSJ b) (abideSJ d)) -- Split-Junc abide law
674+abideSJ Empty = Empty
675+abideSJ (One e) = One e
676+abideSJ (Junc a b) = Junc (abideSJ a) (abideSJ b)
677+abideSJ (Split a b) = Split (abideSJ a) (abideSJ b)
703678
704679-- Matrix transposition
705680
706681-- | Matrix transposition.
707682tr :: Matrix e cols rows -> Matrix e rows cols
708−tr (One e) = One e
709−tr (Join a b) = Fork (tr a) (tr b)
710−tr (Fork a b) = Join (tr a) (tr b)
683+tr Empty = Empty
684+tr (One e) = One e
685+tr (Junc a b) = Split (tr a) (tr b)
686+tr (Split a b) = Junc (tr a) (tr b)
711687
712688-- Selective 'select' operator
713689
714690-- | Selective functors 'select' operator equivalent inspired by the
715691-- ArrowMonad solution presented in the paper.
716−select :: (Num e, FL b b, Countable b) => Matrix e cols (Either a b) -> Matrix e a b -> Matrix e cols b
717−select (Fork a b) y = y . a + b -- Divide-and-conquer law
718−select (Join (Fork a c) (Fork b d)) y = join (y . a + c) (y . b + d) -- Pattern matching + DnC law
719−select m y = join y id . m
692+select :: (Num e, FromLists e b b, Countable b) => Matrix e cols (Either a b) -> Matrix e a b -> Matrix e cols b
693+select (Split a b) y = y . a + b -- Divide-and-conquer law
694+select (Junc (Split a c) (Split b d)) y = junc (y . a + c) (y . b + d) -- Pattern matching + DnC law
695+select m y = junc y identity . m
720696
721−branch ::
697+branch ::
722698 ( Num e,
723− CountableDims a b,
724− CountableDims c (Either b c),
725− FL c b,
726− FL a b,
727− FL a a,
728− FL b b,
729− FL c c,
730− FL b a,
731− FL b c,
732− FL (Either b c) b,
733− FL (Either b c) c
699+ CountableDimensions a b,
700+ CountableDimensions c (Either b c),
701+ FromLists e c b,
702+ FromLists e a b,
703+ FromLists e a a,
704+ FromLists e b b,
705+ FromLists e c c,
706+ FromLists e b a,
707+ FromLists e b c,
708+ FromLists e (Either b c) b,
709+ FromLists e (Either b c) c
734710 )
735711 => Matrix e cols (Either a b) -> Matrix e a c -> Matrix e b c -> Matrix e cols c
736712branch x l r = f x `select` g l `select` r
737713 where
738− f :: (Num e, Countable a, CountableDims b c, FL a b, FL c b, FL b b, FL b a, FL a a)
714+ f :: (Num e, Countable a, CountableDimensions b c, FromLists e a b, FromLists e c b, FromLists e b b, FromLists e b a, FromLists e a a)
739715 => Matrix e cols (Either a b) -> Matrix e cols (Either a (Either b c))
740− f m = fork (tr i1) (i1 . tr i2) . m
741− g :: (Num e, CountableDims b c, FL b c, FL c c) => Matrix e a c -> Matrix e a (Either b c)
716+ f m = split (tr i1) (i1 . tr i2) . m
717+ g :: (Num e, CountableDimensions b c, FromLists e b c, FromLists e c c) => Matrix e a c -> Matrix e a (Either b c)
742718 g m = i2 . m
743719
744720-- McCarthy's Conditional
745721
746722-- | McCarthy's Conditional expresses probabilistic choice.
747723cond ::
748− ( Trivial cols,
724+ ( cols ~ Normalize cols,
749725 Countable cols,
750− FL () cols,
751− FL cols (),
752− FL cols cols,
726+ FromLists e () cols,
727+ FromLists e cols (),
728+ FromLists e cols cols,
753729 Bounded a,
754730 Enum a,
755731 Num e,
@@ -757,14 +733,14 @@ cond ::
757733 )
758734 =>
759735 (a -> Bool) -> Matrix e cols rows -> Matrix e cols rows -> Matrix e cols rows
760−cond p f g = join f g . grd p
736+cond p f g = junc f g . grd p
761737
762−grd ::
763− ( Trivial q,
738+grd ::
739+ ( q ~ Normalize q,
764740 Countable q,
765− FL () q,
766− FL q (),
767− FL q q,
741+ FromLists e () q,
742+ FromLists e q (),
743+ FromLists e q q,
768744 Bounded a,
769745 Enum a,
770746 Num e,
@@ -772,86 +748,60 @@ grd ::
772748 )
773749 =>
774750 (a -> Bool) -> Matrix e q (Either q q)
775−grd f = fork (corr f) (corr (not . f))
751+grd f = split (corr f) (corr (not . f))
776752
777−corr ::
778− forall e a q .
779− ( Trivial q,
753+corr ::
754+ forall e a q .
755+ ( q ~ Normalize q,
780756 Countable q,
781− FL () q,
782− FL q (),
783− FL q q,
757+ FromLists e () q,
758+ FromLists e q (),
759+ FromLists e q q,
784760 Liftable e a Bool
785− )
761+ )
786762 => (a -> Bool) -> Matrix e q q
787−corr p = let f = fromF' p :: Matrix e q ()
788− in kr f (id :: Matrix e q q)
763+corr p = let f = fromF p :: Matrix e q ()
764+ in khatri f (identity :: Matrix e q q)
789765
790766-- Pretty print
791767
792768prettyAux :: Show e => [[e]] -> [[e]] -> String
793769prettyAux [] _ = ""
794−prettyAux [[e]] m = "│ " ++ fill (show e) ++ " │\n"
770+prettyAux [[e]] m = "│ " ++ fill (show e) ++ " │\n"
795771 where
796772 v = fmap show m
797773 widest = maximum $ fmap length v
798774 fill str = replicate (widest - length str - 2) ' ' ++ str
799−prettyAux [h] m = "│ " ++ fill (unwords $ map show h) ++ " │\n"
775+prettyAux [h] m = "│ " ++ fill (unwords $ map show h) ++ " │\n"
800776 where
801− v = fmap show m
802− widest = maximum $ fmap length v
777+ v = fmap show m
778+ widest = maximum $ fmap length v
803779 fill str = replicate (widest - length str - 2) ' ' ++ str
804−prettyAux (h : t) l = "│ " ++ fill (unwords $ map show h) ++ " │\n" ++
780+prettyAux (h : t) l = "│ " ++ fill (unwords $ map show h) ++ " │\n" ++
805781 prettyAux t l
806782 where
807− v = fmap show l
808− widest = maximum $ fmap length v
783+ v = fmap show l
784+ widest = maximum $ fmap length v
809785 fill str = replicate (widest - length str - 2) ' ' ++ str
810786
811787-- | Matrix pretty printer
812−pretty :: (CountableDims cols rows, Show e) => Matrix e cols rows -> String
813−pretty m = concat
814− [ "┌ ", unwords (replicate (columns m) blank), " ┐\n"
815− , unlines
816− [ "│ " ++ unwords (fmap (\j -> fill $ show $ getElem i j m) [1..columns m]) ++ " │" | i <- [1..rows m] ]
817− , "└ ", unwords (replicate (columns m) blank), " ┘"
818− ]
819− where
820− strings = map show (toList m)
821− widest = maximum $ map length strings
788+pretty :: (Countable cols, Show e) => Matrix e cols rows -> String
789+pretty m = "┌ " ++ unwords (replicate (columns m) blank) ++ " ┐\n" ++
790+ prettyAux (toLists m) (toLists m) ++
791+ "└ " ++ unwords (replicate (columns m) blank) ++ " ┘"
792+ where
793+ v = fmap show (toList m)
794+ widest = maximum $ fmap length v
822795 fill str = replicate (widest - length str) ' ' ++ str
823− blank = fill ""
824− safeGet i j m
825− | i > rows m || j > columns m || i < 1 || j < 1 = Nothing
826− | otherwise = Just $ unsafeGet i j m (toList m)
827− unsafeGet i j m l = l !! encode (columns m) (i,j)
828− encode m (i,j) = (i-1)*m + j - 1
829− getElem i j m =
830− fromMaybe
831− (error $
832− "getElem: Trying to get the "
833− ++ show (i, j)
834− ++ " element from a "
835− ++ show (rows m) ++ "x" ++ show (columns m)
836− ++ " matrix."
837− )
838− (safeGet i j m)
796+ blank = fill ""
839797
840798-- | Matrix pretty printer
841−prettyPrint :: (CountableDims cols rows, Show e) => Matrix e cols rows -> IO ()
799+prettyPrint :: (Countable cols, Show e) => Matrix e cols rows -> IO ()
842800prettyPrint = putStrLn . pretty
843801
844−-- | Zip two matrices with a given binary function
845−zipWithM :: (e -> f -> g) -> Matrix e cols rows -> Matrix f cols rows -> Matrix g cols rows
846−zipWithM f (One a) (One b) = One (f a b)
847−zipWithM f (Join a b) (Join c d) = Join (zipWithM f a c) (zipWithM f b d)
848−zipWithM f (Fork a b) (Fork c d) = Fork (zipWithM f a c) (zipWithM f b d)
849−zipWithM f x@(Fork _ _) y@(Join _ _) = zipWithM f x (abideJF y)
850−zipWithM f x@(Join _ _) y@(Fork _ _) = zipWithM f (abideJF x) y
851−
852802-- Relational operators functions
853803
854−type Boolean = Natural 0 1
804+type Boolean = Natural 0 1
855805type Relation a b = Matrix Boolean a b
856806
857807-- | Helper conversion function
@@ -867,47 +817,54 @@ fromBool False = nat 0
867817
868818-- | Relational negation
869819negateM :: Relation cols rows -> Relation cols rows
870−negateM (One (Nat p)) = One (Nat (negate p))
871−negateM (Join a b) = Join (negateM a) (negateM b)
872−negateM (Fork a b) = Fork (negateM a) (negateM b)
820+negateM Empty = Empty
821+negateM (One (Nat 0)) = One (Nat 1)
822+negateM (One (Nat 1)) = One (Nat 0)
823+negateM (Junc a b) = Junc (negateM a) (negateM b)
824+negateM (Split a b) = Split (negateM a) (negateM b)
873825
874826-- | Relational addition
875827orM :: Relation cols rows -> Relation cols rows -> Relation cols rows
876−orM (One a) (One b) = One (fromBool (toBool a || toBool b))
877−orM (Join a b) (Join c d) = Join (orM a c) (orM b d)
878−orM (Fork a b) (Fork c d) = Fork (orM a c) (orM b d)
879−orM x@(Fork _ _) y@(Join _ _) = orM x (abideJF y)
880−orM x@(Join _ _) y@(Fork _ _) = orM (abideJF x) y
828+orM Empty Empty = Empty
829+orM (One a) (One b) = One (fromBool (toBool a || toBool b))
830+orM (Junc a b) (Junc c d) = Junc (orM a c) (orM b d)
831+orM (Split a b) (Split c d) = Split (orM a c) (orM b d)
832+orM x@(Split _ _) y@(Junc _ _) = orM x (abideJS y)
833+orM x@(Junc _ _) y@(Split _ _) = orM (abideJS x) y
881834
882835-- | Relational multiplication
883836andM :: Relation cols rows -> Relation cols rows -> Relation cols rows
884−andM (One a) (One b) = One (fromBool (toBool a && toBool b))
885−andM (Join a b) (Join c d) = Join (andM a c) (andM b d)
886−andM (Fork a b) (Fork c d) = Fork (andM a c) (andM b d)
887−andM x@(Fork _ _) y@(Join _ _) = andM x (abideJF y)
888−andM x@(Join _ _) y@(Fork _ _) = andM (abideJF x) y
837+andM Empty Empty = Empty
838+andM (One a) (One b) = One (fromBool (toBool a && toBool b))
839+andM (Junc a b) (Junc c d) = Junc (andM a c) (andM b d)
840+andM (Split a b) (Split c d) = Split (andM a c) (andM b d)
841+andM x@(Split _ _) y@(Junc _ _) = andM x (abideJS y)
842+andM x@(Junc _ _) y@(Split _ _) = andM (abideJS x) y
889843
890844-- | Relational subtraction
891845subM :: Relation cols rows -> Relation cols rows -> Relation cols rows
892−subM (One a) (One b) = if a - b < nat 0 then One (nat 0) else One (a - b)
893−subM (Join a b) (Join c d) = Join (subM a c) (subM b d)
894−subM (Fork a b) (Fork c d) = Fork (subM a c) (subM b d)
895−subM x@(Fork _ _) y@(Join _ _) = subM x (abideJF y)
896−subM x@(Join _ _) y@(Fork _ _) = subM (abideJF x) y
846+subM Empty Empty = Empty
847+subM (One a) (One b) = if a - b < nat 0 then One (nat 0) else One (a - b)
848+subM (Junc a b) (Junc c d) = Junc (subM a c) (subM b d)
849+subM (Split a b) (Split c d) = Split (subM a c) (subM b d)
850+subM x@(Split _ _) y@(Junc _ _) = subM x (abideJS y)
851+subM x@(Junc _ _) y@(Split _ _) = subM (abideJS x) y
897852
898853-- | Matrix relational composition.
899854compRel :: Relation cr rows -> Relation cols cr -> Relation cols rows
900−compRel (One a) (One b) = One (fromBool (toBool a && toBool b))
901−compRel (Join a b) (Fork c d) = orM (compRel a c) (compRel b d) -- Divide-and-conquer law
902−compRel (Fork a b) c = Fork (compRel a c) (compRel b c) -- Fork fusion law
903−compRel c (Join a b) = Join (compRel c a) (compRel c b) -- Join fusion law
855+compRel Empty Empty = Empty
856+compRel (One a) (One b) = One (fromBool (toBool a && toBool b))
857+compRel (Junc a b) (Split c d) = orM (compRel a c) (compRel b d) -- Divide-and-conquer law
858+compRel (Split a b) c = Split (compRel a c) (compRel b c) -- Split fusion law
859+compRel c (Junc a b) = Junc (compRel c a) (compRel c b) -- Junc fusion law
904860
905861-- | Matrix relational right division
906862divR :: Relation b c -> Relation b a -> Relation a c
863+divR Empty Empty = Empty
907864divR (One a) (One b) = One (fromBool (not (toBool b) || toBool a)) -- b implies a
908−divR (Join a b) (Join c d) = andM (divR a c) (divR b d)
909−divR (Fork a b) c = Fork (divR a c) (divR b c)
910−divR c (Fork a b) = Join (divR c a) (divR c b)
865+divR (Junc a b) (Junc c d) = andM (divR a c) (divR b d)
866+divR (Split a b) c = Split (divR a c) (divR b c)
867+divR c (Split a b) = Junc (divR c a) (divR c b)
911868
912869-- | Matrix relational left division
913870divL :: Relation c b -> Relation a b -> Relation a c
@@ -923,52 +880,86 @@ divS s r = divL r s `intersection` divR (tr r) (tr s)
923880--
924881-- NOTE: Be careful to not ask for a relation bigger than the cardinality of
925882-- types @a@ or @b@ allows.
926−fromFRel' ::
883+fromFRel ::
927884 forall a b cols rows.
928885 ( Liftable Boolean a b,
929− CountableDims cols rows,
930− FL rows cols
886+ CountableDimensions cols rows,
887+ FromLists Boolean rows cols
931888 ) =>
932889 (a -> b) ->
933890 Relation cols rows
934−fromFRel' = fromF'
891+fromFRel f =
892+ let minA = minBound @a
893+ maxA = maxBound @a
894+ minB = minBound @b
895+ maxB = maxBound @b
896+ ccols = fromInteger $ natVal (Proxy :: Proxy (Count cols))
897+ rrows = fromInteger $ natVal (Proxy :: Proxy (Count rows))
898+ elementsA = take ccols [minA .. maxA]
899+ elementsB = take rrows [minB .. maxB]
900+ combinations = (,) <$> elementsA <*> elementsB
901+ combAp = map snd . sort . map (\(a, b) -> if f a == b
902+ then ((fromEnum a, fromEnum b), nat 1)
903+ else ((fromEnum a, fromEnum b), nat 0)) $ combinations
904+ mList = buildList combAp rrows
905+ in tr $ fromLists mList
906+ where
907+ buildList [] _ = []
908+ buildList l r = take r l : buildList (drop r l) r
935909
936910-- | Lifts functions to relations with dimensions matching @a@ and @b@
937911-- cardinality's.
938−fromFRel ::
912+fromFRel' ::
939913 forall a b.
940914 ( Liftable Boolean a b,
941− CountableDimsN a b,
942− FLN b a
915+ CountableDimensionsN a b,
916+ FromLists Boolean (Normalize b) (Normalize a)
943917 ) =>
944918 (a -> b) ->
945919 Relation (Normalize a) (Normalize b)
946−fromFRel = fromFRel'
920+fromFRel' f =
921+ let minA = minBound @a
922+ maxA = maxBound @a
923+ minB = minBound @b
924+ maxB = maxBound @b
925+ ccols = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize a)))
926+ rrows = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize b)))
927+ elementsA = take ccols [minA .. maxA]
928+ elementsB = take rrows [minB .. maxB]
929+ combinations = (,) <$> elementsA <*> elementsB
930+ combAp = map snd . sort . map (\(a, b) -> if f a == b
931+ then ((fromEnum a, fromEnum b), nat 1)
932+ else ((fromEnum a, fromEnum b), nat 0)) $ combinations
933+ mList = buildList combAp rrows
934+ in tr $ fromLists mList
935+ where
936+ buildList [] _ = []
937+ buildList l r = take r l : buildList (drop r l) r
947938
948939-- | Lifts a relation function to a Boolean Matrix
949−toRel ::
940+toRel ::
950941 forall a b.
951942 ( Bounded a,
952943 Bounded b,
953944 Enum a,
954945 Enum b,
955946 Eq b,
956− CountableDims a b,
957− FLN b a
958− )
947+ CountableDimensionsN a b,
948+ FromListsN Boolean b a
949+ )
959950 => (a -> b -> Bool) -> Relation (Normalize a) (Normalize b)
960951toRel f =
961952 let minA = minBound @a
962953 maxA = maxBound @a
963954 minB = minBound @b
964955 maxB = maxBound @b
965− ccols = fromInteger $ natVal (Proxy :: Proxy (Count a))
966− rrows = fromInteger $ natVal (Proxy :: Proxy (Count b))
956+ ccols = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize a)))
957+ rrows = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize b)))
967958 elementsA = take ccols [minA .. maxA]
968959 elementsB = take rrows [minB .. maxB]
969960 combinations = (,) <$> elementsA <*> elementsB
970− combAp = map snd . sort . map (\(a, b) -> if uncurry f (a, b)
971− then ((fromEnum a, fromEnum b), nat 1)
961+ combAp = map snd . sort . map (\(a, b) -> if uncurry f (a, b)
962+ then ((fromEnum a, fromEnum b), nat 1)
972963 else ((fromEnum a, fromEnum b), nat 0)) $ combinations
973964 mList = buildList combAp rrows
974965 in tr $ fromLists mList