@@ -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,
@@ -86,38 +75,28 @@ 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
101− select,
102− branch,
84+ select,
10385
10486 -- ** McCarthy's Conditional
10587 cond,
10688
10789 -- ** Matrix "abiding"
108− abideJF,
109− abideFJ,
110−
111− -- ** Zip matrices
112− zipWithM,
90+ abideJS,
91+ abideSJ,
11392
11493 -- * Biproduct approach
115− -- ** Fork
94+ -- ** Split
11695 (===),
11796 -- *** Projections
11897 p1,
11998 p2,
120− -- ** Join
99+ -- ** Junc
121100 (|||),
122101 -- *** Injections
123102 i1,
@@ -130,13 +109,12 @@ module LAoP.Matrix.Internal
130109
131110 -- | Note that given the restrictions imposed it is not possible to
132111 -- implement the standard type classes present in standard Haskell.
133−
134112 -- *** Matrix pairing projections
135− fstM,
136− sndM,
113+ kp1,
114+ kp2,
137115
138116 -- *** Matrix pairing
139− kr,
117+ khatri,
140118
141119 -- * Matrix composition and lifting
142120
@@ -144,10 +122,10 @@ module LAoP.Matrix.Internal
144122
145123 -- | Note that given the restrictions imposed it is not possible to
146124 -- implement the standard type classes present in standard Haskell.
147− iden,
125+ identity,
148126 comp,
149− fromF',
150127 fromF,
128+ fromF',
151129
152130 -- * Matrix printing
153131 pretty,
@@ -174,22 +152,21 @@ import LAoP.Utils.Internal
174152import Data.Bool
175153import Data.Kind
176154import Data.List
177−import Data.Maybe
178155import Data.Proxy
179−import Data.Typeable
180156import Data.Void
181157import GHC.TypeLits
182158import Data.Type.Equality
183159import GHC.Generics
184160import Control.DeepSeq
185−import Prelude hiding (id, (.))
186−import qualified Prelude (id, (.))
161+import Control.Category
162+import Prelude hiding ((.))
187163
188164-- | LAoP (Linear Algebra of Programming) Inductive Matrix definition.
189165data Matrix e cols rows where
166+ Empty :: Matrix e Void Void
190167 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)
168+ Junc :: Matrix e a rows -> Matrix e b rows -> Matrix e (Either a b) rows
169+ Split :: Matrix e cols a -> Matrix e cols b -> Matrix e cols (Either a b)
193170
194171deriving instance (Show e) => Show (Matrix e cols rows)
195172
@@ -216,197 +193,205 @@ type family Count (d :: Type) :: Nat where
216193--
217194-- Thanks to Li-Yao Xia this type family is super fast.
218195type family FromNat (n :: Nat) :: Type where
196+ FromNat 0 = Void
219197 FromNat 1 = ()
220198 FromNat n = FromNat' (Mod n 2 == 0) (FromNat (Div n 2))
221199
222200type family FromNat' (b :: Bool) (m :: Type) :: Type where
223− FromNat' 'True m = Either m m
201+ FromNat' 'True m = Either m m
224202 FromNat' 'False m = Either () (Either m m)
225203
226204-- | Type family that normalizes the representation of a given data
227205-- structure
228206type family Normalize (d :: Type) :: Type where
229− Normalize (Either a b) = Either (Normalize a) (Normalize b)
230− Normalize d = FromNat (Count d)
207+ Normalize d = FromNat (Count d)
231208
232209-- | Constraint type synonyms to keep the type signatures less convoluted
233210type Countable a = KnownNat (Count a)
234211type 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)
212+type CountableDimensions a b = (Countable a, Countable b)
213+type CountableDimensionsN a b = (CountableN a, CountableN b)
214+type FromListsN e a b = FromLists e (Normalize a) (Normalize b)
239215type 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
241216
242−-- | It is possible to implement a constrained version of the category type
243−-- class.
217+-- | It isn't possible to implement the 'id' function so it's
218+-- implementation is 'undefined'. However 'comp' can be and this partial
219+-- class implementation exists just to make the code more readable.
220+--
221+-- Please use 'identity' instead.
244222instance (Num e) => Category (Matrix e) where
245− type Object (Matrix e) a = (FL a a, Countable a)
246− id = iden
247− (.) = comp
223+ id = undefined
224+ (.) = comp
248225
249226instance 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
227+ rnf Empty = ()
228+ rnf (One e) = rnf e
229+ rnf (Junc a b) = rnf a `seq` rnf b
230+ rnf (Split a b) = rnf a `seq` rnf b
253231
254232instance 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
233+ Empty == Empty = True
234+ (One a) == (One b) = a == b
235+ (Junc a b) == (Junc c d) = a == c && b == d
236+ (Split a b) == (Split c d) = a == c && b == d
237+ x@(Split _ _) == y@(Junc _ _) = x == abideJS y
238+ x@(Junc _ _) == y@(Split _ _) = abideJS x == y
260239
261240instance 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
267241
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)
242+ Empty + Empty = Empty
243+ (One a) + (One b) = One (a + b)
244+ (Junc a b) + (Junc c d) = Junc (a + c) (b + d)
245+ (Split a b) + (Split c d) = Split (a + c) (b + d)
246+ x@(Split _ _) + y@(Junc _ _) = x + abideJS y
247+ x@(Junc _ _) + y@(Split _ _) = abideJS x + y
248+
249+ Empty - Empty = Empty
250+ (One a) - (One b) = One (a - b)
251+ (Junc a b) - (Junc c d) = Junc (a - c) (b - d)
252+ (Split a b) - (Split c d) = Split (a - c) (b - d)
253+ x@(Split _ _) - y@(Junc _ _) = x - abideJS y
254+ x@(Junc _ _) - y@(Split _ _) = abideJS x - y
255+
256+ Empty * Empty = Empty
257+ (One a) * (One b) = One (a * b)
258+ (Junc a b) * (Junc c d) = Junc (a * c) (b * d)
259+ (Split a b) * (Split c d) = Split (a * c) (b * d)
260+ x@(Split _ _) * y@(Junc _ _) = x * abideJS y
261+ x@(Junc _ _) * y@(Split _ _) = abideJS x * y
262+
263+ abs Empty = Empty
264+ abs (One a) = One (abs a)
265+ abs (Junc a b) = Junc (abs a) (abs b)
266+ abs (Split a b) = Split (abs a) (abs b)
267+
268+ signum Empty = Empty
269+ signum (One a) = One (signum a)
270+ signum (Junc a b) = Junc (signum a) (signum b)
271+ signum (Split a b) = Split (signum a) (signum b)
275272
276273instance 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
274+ Empty <= Empty = True
275+ (One a) <= (One b) = a <= b
276+ (Junc a b) <= (Junc c d) = (a <= c) && (b <= d)
277+ (Split a b) <= (Split c d) = (a <= c) && (b <= d)
278+ x@(Split _ _) <= y@(Junc _ _) = x <= abideJS y
279+ x@(Junc _ _) <= y@(Split _ _) = abideJS x <= y
282280
283281-- Primitives
284282
283+-- | Empty matrix constructor
284+empty :: Matrix e Void Void
285+empty = Empty
286+
285287-- | Unit matrix constructor
286288one :: e -> Matrix e () ()
287289one = One
288290
289−-- | Matrix 'Join' constructor
290−join :: Matrix e a rows -> Matrix e b rows -> Matrix e (Either a b) rows
291−join = Join
291+-- | Matrix 'Junc' constructor
292+junc :: Matrix e a rows -> Matrix e b rows -> Matrix e (Either a b) rows
293+junc = Junc
292294
293295infixl 3 |||
294296
295−-- | Matrix 'Join' constructor
297+-- | Matrix 'Junc' constructor
296298(|||) :: Matrix e a rows -> Matrix e b rows -> Matrix e (Either a b) rows
297−(|||) = Join
299+(|||) = Junc
298300
299−-- | Matrix 'Fork' constructor
300−fork :: Matrix e cols a -> Matrix e cols b -> Matrix e cols (Either a b)
301−fork = Fork
301+-- | Matrix 'Split' constructor
302+split :: Matrix e cols a -> Matrix e cols b -> Matrix e cols (Either a b)
303+split = Split
302304
303305infixl 2 ===
304306
305−-- | Matrix 'Fork' constructor
307+-- | Matrix 'Split' constructor
306308(===) :: Matrix e cols a -> Matrix e cols b -> Matrix e cols (Either a b)
307−(===) = Fork
309+(===) = Split
308310
309311-- Construction
310312
311313-- | Type class for defining the 'fromList' conversion function.
312314--
313315-- Given that it is not possible to branch on types at the term level type
314−-- classes are needed very much like an inductive definition but on types.
315−class FromLists cols rows where
316+-- classes are needed bery much like an inductive definition but on types.
317+class FromLists e cols rows where
316318 -- | Build a matrix out of a list of list of elements. Throws a runtime
317319 -- error if the dimensions do not match.
318320 fromLists :: [[e]] -> Matrix e cols rows
319321
320−instance FromLists () () where
322+instance FromLists e Void Void where
323+ fromLists [] = Empty
324+ fromLists _ = error "Wrong dimensions"
325+
326+instance {-# OVERLAPPING #-} FromLists e () () where
321327 fromLists [[e]] = One e
322328 fromLists _ = error "Wrong dimensions"
323329
324−instance (FromLists cols ()) => FromLists (Either () cols) () where
325− fromLists [h : t] = Join (One h) (fromLists [t])
330+instance {-# OVERLAPPING #-} (FromLists e cols ()) => FromLists e (Either () cols) () where
331+ fromLists [h : t] = Junc (One h) (fromLists [t])
326332 fromLists _ = error "Wrong dimensions"
327333
328−instance {-# OVERLAPPABLE #-}
329− (FromLists a (), FromLists b (), Countable a) => FromLists (Either a b) () where
330− fromLists [l] =
334+instance {-# OVERLAPPABLE #-} (FromLists e a (), FromLists e b (), Countable a) => FromLists e (Either a b) () where
335+ fromLists [l] =
331336 let rowsA = fromInteger (natVal (Proxy :: Proxy (Count a)))
332− in Join (fromLists [take rowsA l]) (fromLists [drop rowsA l])
337+ in Junc (fromLists [take rowsA l]) (fromLists [drop rowsA l])
333338 fromLists _ = error "Wrong dimensions"
334339
335−instance (FromLists () rows) => FromLists () (Either () rows) where
336− fromLists ([h] : t) = Fork (One h) (fromLists t)
340+instance {-# OVERLAPPING #-} (FromLists e () rows) => FromLists e () (Either () rows) where
341+ fromLists ([h] : t) = Split (One h) (fromLists t)
337342 fromLists _ = error "Wrong dimensions"
338343
339−instance {-# OVERLAPPABLE #-}
340− (FromLists () a, FromLists () b, Countable a) => FromLists () (Either a b) where
341− fromLists l@([_] : _) =
344+instance {-# OVERLAPPABLE #-} (FromLists e () a, FromLists e () b, Countable a) => FromLists e () (Either a b) where
345+ fromLists l@([_] : _) =
342346 let rowsA = fromInteger (natVal (Proxy :: Proxy (Count a)))
343− in Fork (fromLists (take rowsA l)) (fromLists (drop rowsA l))
347+ in Split (fromLists (take rowsA l)) (fromLists (drop rowsA l))
344348 fromLists _ = error "Wrong dimensions"
345349
346−instance (FromLists (Either a b) c, FromLists (Either a b) d, Countable c)
347− => FromLists (Either a b) (Either c d) where
350+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
348351 fromLists l@(h : t) =
349352 let lh = length h
350353 rowsC = fromInteger (natVal (Proxy :: Proxy (Count c)))
351− condition = all ((== lh) . length) t
354+ condition = all (== lh) (map length t)
352355 in if lh > 0 && condition
353− then Fork (fromLists (take rowsC l)) (fromLists (drop rowsC l))
356+ then Split (fromLists (take rowsC l)) (fromLists (drop rowsC l))
354357 else error "Not all rows have the same length"
355358
356359-- | Matrix builder function. Constructs a matrix provided with
357−-- a construction function that operates with indices.
358−matrixBuilder' ::
360+-- a construction function.
361+matrixBuilder ::
359362 forall e cols rows.
360− ( FL cols rows,
361− CountableDims cols rows
362− ) => ((Int, Int) -> e) -> Matrix e cols rows
363−matrixBuilder' f =
363+ ( FromLists e cols rows,
364+ CountableDimensions cols rows
365+ ) =>
366+ ((Int, Int) -> e) ->
367+ Matrix e cols rows
368+matrixBuilder f =
364369 let c = fromInteger $ natVal (Proxy :: Proxy (Count cols))
365370 r = fromInteger $ natVal (Proxy :: Proxy (Count rows))
366371 positions = [(a, b) | a <- [0 .. (r - 1)], b <- [0 .. (c - 1)]]
367372 in fromLists . map (map f) . groupBy (\(x, _) (w, _) -> x == w) $ positions
368373
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−
389374-- | Constructs a column vector matrix
390−col :: (FL () rows) => [e] -> Matrix e () rows
375+col :: (FromLists e () rows) => [e] -> Matrix e () rows
391376col = fromLists . map (: [])
392377
393378-- | Constructs a row vector matrix
394−row :: (FL cols ()) => [e] -> Matrix e cols ()
379+row :: (FromLists e cols ()) => [e] -> Matrix e cols ()
395380row = fromLists . (: [])
396381
397382-- | Lifts functions to matrices with arbitrary dimensions.
398383--
399384-- NOTE: Be careful to not ask for a matrix bigger than the cardinality of
400385-- types @a@ or @b@ allows.
401−fromF' ::
386+fromF ::
402387 forall a b cols rows e.
403388 ( Liftable e a b,
404− CountableDims cols rows,
405− FL rows cols
389+ CountableDimensions cols rows,
390+ FromLists e rows cols
406391 ) =>
407392 (a -> b) ->
408393 Matrix e cols rows
409−fromF' f =
394+fromF f =
410395 let minA = minBound @a
411396 maxA = maxBound @a
412397 minB = minBound @b
@@ -416,8 +401,8 @@ fromF' f =
416401 elementsA = take ccols [minA .. maxA]
417402 elementsB = take rrows [minB .. maxB]
418403 combinations = (,) <$> elementsA <*> elementsB
419− combAp = map snd . sort . map (\(a, b) -> if f a == b
420− then ((fromEnum a, fromEnum b), 1)
404+ combAp = map snd . sort . map (\(a, b) -> if f a == b
405+ then ((fromEnum a, fromEnum b), 1)
421406 else ((fromEnum a, fromEnum b), 0)) $ combinations
422407 mList = buildList combAp rrows
423408 in tr $ fromLists mList
@@ -427,23 +412,41 @@ fromF' f =
427412
428413-- | Lifts functions to matrices with dimensions matching @a@ and @b@
429414-- cardinality's.
430−fromF ::
415+fromF' ::
431416 forall a b e.
432417 ( Liftable e a b,
433− CountableDimsN a b,
434− FLN b a
418+ CountableDimensionsN a b,
419+ FromListsN e b a
435420 ) =>
436421 (a -> b) ->
437422 Matrix e (Normalize a) (Normalize b)
438−fromF = fromF'
423+fromF' f =
424+ let minA = minBound @a
425+ maxA = maxBound @a
426+ minB = minBound @b
427+ maxB = maxBound @b
428+ ccols = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize a)))
429+ rrows = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize b)))
430+ elementsA = take ccols [minA .. maxA]
431+ elementsB = take rrows [minB .. maxB]
432+ combinations = (,) <$> elementsA <*> elementsB
433+ combAp = map snd . sort . map (\(a, b) -> if f a == b
434+ then ((fromEnum a, fromEnum b), 1)
435+ else ((fromEnum a, fromEnum b), 0)) $ combinations
436+ mList = buildList combAp rrows
437+ in tr $ fromLists mList
438+ where
439+ buildList [] _ = []
440+ buildList l r = take r l : buildList (drop r l) r
439441
440442-- Conversion
441443
442444-- | Converts a matrix to a list of lists of elements.
443445toLists :: Matrix e cols rows -> [[e]]
446+toLists Empty = []
444447toLists (One e) = [[e]]
445−toLists (Fork l r) = toLists l ++ toLists r
446−toLists (Join l r) = zipWith (++) (toLists l) (toLists r)
448+toLists (Split l r) = toLists l ++ toLists r
449+toLists (Junc l r) = zipWith (++) (toLists l) (toLists r)
447450
448451-- | Converts a matrix to a list of elements.
449452toList :: Matrix e cols rows -> [e]
@@ -452,38 +455,37 @@ toList = concat . toLists
452455-- Zeros Matrix
453456
454457-- | 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)
458+zeros :: (Num e, FromLists e cols rows, CountableDimensions cols rows) => Matrix e cols rows
459+zeros = matrixBuilder (const 0)
457460
458461-- Ones Matrix
459462
460463-- | The ones matrix. A matrix wholly filled with ones.
461464--
462465-- 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)
466+ones :: (Num e, FromLists e cols rows, CountableDimensions cols rows) => Matrix e cols rows
467+ones = matrixBuilder (const 1)
465468
466469-- Const Matrix
467470
468471-- | The constant matrix constructor. A matrix wholly filled with a given
469472-- value.
470−constant :: (Num e, FL cols rows, CountableDims cols rows) => e -> Matrix e cols rows
471−constant e = matrixBuilder' (const e)
473+constant :: (Num e, FromLists e cols rows, CountableDimensions cols rows) => e -> Matrix e cols rows
474+constant e = matrixBuilder (const e)
472475
473476-- Bang Matrix
474477
475478-- | The T (Top) row vector matrix.
476−bang :: forall e cols. (Num e, Enum e, FL cols (), Countable cols) => Matrix e cols ()
479+bang :: forall e cols. (Num e, Enum e, FromLists e cols (), Countable cols) => Matrix e cols ()
477480bang =
478481 let c = fromInteger $ natVal (Proxy :: Proxy (Count cols))
479482 in fromLists [take c [1, 1 ..]]
480483
481−-- iden Matrix
484+-- Identity Matrix
482485
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 #-}
486+-- | Identity matrix.
487+identity :: (Num e, FromLists e cols cols, Countable cols) => Matrix e cols cols
488+identity = matrixBuilder (bool 0 1 . uncurry (==))
487489
488490-- Matrix composition (MMM)
489491
@@ -492,90 +494,60 @@ iden = matrixBuilder' (bool 0 1 . uncurry (==))
492494-- This definition takes advantage of divide-and-conquer and fusion laws
493495-- from LAoP.
494496comp :: (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)
497+comp Empty Empty = Empty
498+comp (One a) (One b) = One (a * b)
499+comp (Junc a b) (Split c d) = comp a c + comp b d -- Divide-and-conquer law
500+comp (Split a b) c = Split (comp a c) (comp b c) -- Split fusion law
501+comp c (Junc a b) = Junc (comp c a) (comp c b) -- Junc fusion law
522502
523503-- Projections
524504
525505-- | 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
506+p1 :: forall e m n. (Num e, CountableDimensions n m, FromLists e n m, FromLists e m m) => Matrix e (Either m n) m
507+p1 =
508+ let iden = identity :: Matrix e m m
509+ zero = zeros :: Matrix e n m
510+ in junc iden zero
528511
529512-- | 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
513+p2 :: forall e m n. (Num e, CountableDimensions n m, FromLists e m n, FromLists e n n) => Matrix e (Either m n) n
514+p2 =
515+ let iden = identity :: Matrix e n n
516+ zero = zeros :: Matrix e m n
517+ in junc zero iden
532518
533519-- Injections
534520
535521-- | Biproduct first component injection
536−i1 :: (Num e, CountableDims n m, FL n m, FL m m) => Matrix e m (Either m n)
522+i1 :: (Num e, CountableDimensions n m, FromLists e n m, FromLists e m m) => Matrix e m (Either m n)
537523i1 = tr p1
538524
539525-- | Biproduct second component injection
540−i2 :: (Num e, CountableDims n m, FL m n, FL n n) => Matrix e n (Either m n)
526+i2 :: (Num e, CountableDimensions n m, FromLists e m n, FromLists e n n) => Matrix e n (Either m n)
541527i2 = tr p2
542528
543529-- Dimensions
544530
545531-- | Obtain the number of rows.
546532--
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''.
533+-- NOTE: The 'KnownNat' constaint is needed in order to obtain the
534+-- dimensions in constant time.
535+--
536+-- TODO: A 'rows' function that does not need the 'KnownNat' constraint in
537+-- exchange for performance.
550538rows :: forall e cols rows. (Countable rows) => Matrix e cols rows -> Int
551539rows _ = fromInteger $ natVal (Proxy :: Proxy (Count rows))
552540
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−
562541-- | Obtain the number of columns.
542+--
543+-- NOTE: The 'KnownNat' constaint is needed in order to obtain the
544+-- dimensions in constant time.
563545--
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''.
546+-- TODO: A 'columns' function that does not need the 'KnownNat' constraint in
547+-- exchange for performance.
567548columns :: forall e cols rows. (Countable cols) => Matrix e cols rows -> Int
568549columns _ = fromInteger $ natVal (Proxy :: Proxy (Count cols))
569550
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−
579551-- Coproduct Bifunctor
580552
581553infixl 5 -|-
@@ -584,172 +556,150 @@ infixl 5 -|-
584556(-|-) ::
585557 forall e n k m j.
586558 ( Num e,
587− CountableDims j k,
588− FL k k,
589− FL j k,
590− FL k j,
591− FL j j
559+ CountableDimensions j k,
560+ FromLists e k k,
561+ FromLists e j k,
562+ FromLists e k j,
563+ FromLists e j j
592564 ) =>
593565 Matrix e n k ->
594566 Matrix e m j ->
595567 Matrix e (Either n m) (Either k j)
596−(-|-) a b = Join (i1 . a) (i2 . b)
568+(-|-) a b = Junc (i1 . a) (i2 . b)
597569
598570-- Khatri Rao Product and projections
599571
600572-- | Khatri Rao product first component projection matrix.
601−fstM ::
573+kp1 ::
602574 forall e m k .
603575 ( Num e,
604− CountableDims k m,
605− FL (Normalize (m, k)) m,
576+ CountableDimensions k m,
577+ FromLists e (Normalize (m, k)) m,
606578 CountableN (m, k)
607579 ) => Matrix e (Normalize (m, k)) m
608−fstM = matrixBuilder' f
580+kp1 = matrixBuilder f
609581 where
610582 offset = fromInteger (natVal (Proxy :: Proxy (Count k)))
611583 f (x, y)
612584 | y >= (x * offset) && y <= (x * offset + offset - 1) = 1
613− | otherwise = 0
585+ | otherwise = 0
614586
615587-- | Khatri Rao product second component projection matrix.
616−sndM ::
588+kp2 ::
617589 forall e m k .
618590 ( Num e,
619− CountableDims k m,
620− FL (Normalize (m, k)) k,
591+ CountableDimensions k m,
592+ FromLists e (Normalize (m, k)) k,
621593 CountableN (m, k)
622594 ) => Matrix e (Normalize (m, k)) k
623−sndM = matrixBuilder' f
595+kp2 = matrixBuilder f
624596 where
625597 offset = fromInteger (natVal (Proxy :: Proxy (Count k)))
626598 f (x, y)
627599 | x == y || mod (y - x) offset == 0 = 1
628− | otherwise = 0
600+ | otherwise = 0
629601
630602-- | Khatri Rao Matrix product also known as matrix pairing.
631603--
632604-- NOTE: That this is not a true categorical product, see for instance:
633−--
605+--
634606-- @
635−-- | fstM . kr a b == a
636−-- kr a b ==> |
637−-- | sndM . kr a b == b
607+-- | kp1 . khatri a b == a
608+-- khatri a b ==> |
609+-- | kp2 . khatri a b == b
638610-- @
639611--
640612-- __Emphasis__ on the implication symbol.
641−kr ::
642− forall e cols a b.
613+khatri ::
614+ forall e cols a b.
643615 ( Num e,
644− CountableDims a b,
616+ CountableDimensions a b,
645617 CountableN (a, b),
646− FL (Normalize (a, b)) a,
647− FL (Normalize (a, b)) b
618+ FromLists e (Normalize (a, b)) a,
619+ FromLists e (Normalize (a, b)) b
648620 ) => 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)
621+khatri a b =
622+ let kp1' = kp1 @e @a @b
623+ kp2' = kp2 @e @a @b
624+ in (tr kp1') . a * (tr kp2') . b
653625
654626-- Product Bifunctor (Kronecker)
655627
656628infixl 4 ><
657629
658630-- | Matrix product functor also known as kronecker product
659−(><) ::
660− forall e m p n q.
631+(><) ::
632+ forall e m p n q.
661633 ( 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− )
634+ CountableDimensions m n,
635+ CountableDimensions p q,
636+ CountableDimensionsN (m, n) (p, q),
637+ FromLists e (Normalize (m, n)) m,
638+ FromLists e (Normalize (m, n)) n,
639+ FromLists e (Normalize (p, q)) p,
640+ FromLists e (Normalize (p, q)) q
641+ )
670642 => Matrix e m p -> Matrix e n q -> Matrix e (Normalize (m, n)) (Normalize (p, q))
671643(><) a b =
672− let fstM' = fstM @e @m @n
673− sndM' = sndM @e @m @n
674− in kr (a . fstM') (b . sndM')
644+ let kp1' = kp1 @e @m @n
645+ kp2' = kp2 @e @m @n
646+ in khatri (a . kp1') (b . kp2')
675647
676−-- Matrix abide Join Fork
648+-- Matrix abide Junc Split
677649
678−-- | Matrix "abiding" following the 'Join'-'Fork' exchange law.
679−--
650+-- | Matrix "abiding" followin the 'Junc'-'Split' abide law.
651+--
680652-- Law:
681653--
682654-- @
683−-- 'Join' ('Fork' a c) ('Fork' b d) == 'Fork' ('Join' a b) ('Join' c d)
655+-- 'Junc' ('Split' a c) ('Split' b d) == 'Split' ('Junc' a b) ('Junc' c d)
684656-- @
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)
657+abideJS :: Matrix e cols rows -> Matrix e cols rows
658+abideJS (Junc (Split a c) (Split b d)) = Split (Junc (abideJS a) (abideJS b)) (Junc (abideJS c) (abideJS d)) -- Junc-Split abide law
659+abideJS Empty = Empty
660+abideJS (One e) = One e
661+abideJS (Junc a b) = Junc (abideJS a) (abideJS b)
662+abideJS (Split a b) = Split (abideJS a) (abideJS b)
690663
691−-- Matrix abide Fork Join
664+-- Matrix abide Split Junc
692665
693−-- | Matrix "abiding" followin the 'Fork'-'Join' abide law.
694−--
666+-- | Matrix "abiding" followin the 'Split'-'Junc' abide law.
667+--
695668-- @
696−-- 'Fork' ('Join' a b) ('Join' c d) == 'Join' ('Fork' a c) ('Fork' b d)
669+-- 'Split' ('Junc' a b) ('Junc' c d) == 'Junc' ('Split' a c) ('Split' b d)
697670-- @
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)
671+abideSJ :: Matrix e cols rows -> Matrix e cols rows
672+abideSJ (Split (Junc a b) (Junc c d)) = Junc (Split (abideSJ a) (abideSJ c)) (Split (abideSJ b) (abideSJ d)) -- Split-Junc abide law
673+abideSJ Empty = Empty
674+abideSJ (One e) = One e
675+abideSJ (Junc a b) = Junc (abideSJ a) (abideSJ b)
676+abideSJ (Split a b) = Split (abideSJ a) (abideSJ b)
703677
704678-- Matrix transposition
705679
706680-- | Matrix transposition.
707681tr :: 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)
682+tr Empty = Empty
683+tr (One e) = One e
684+tr (Junc a b) = Split (tr a) (tr b)
685+tr (Split a b) = Junc (tr a) (tr b)
711686
712687-- Selective 'select' operator
713688
714689-- | Selective functors 'select' operator equivalent inspired by the
715690-- 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
720−
721−branch ::
722− ( 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
734− )
735− => Matrix e cols (Either a b) -> Matrix e a c -> Matrix e b c -> Matrix e cols c
736−branch x l r = f x `select` g l `select` r
737− 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)
739− => 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)
742− g m = i2 . m
691+select :: (Num e, FromLists e b b, Countable b) => Matrix e cols (Either a b) -> Matrix e a b -> Matrix e cols b
692+select m y = junc y identity . m
743693
744694-- McCarthy's Conditional
745695
746696-- | McCarthy's Conditional expresses probabilistic choice.
747697cond ::
748− ( Trivial cols,
698+ ( cols ~ Normalize cols,
749699 Countable cols,
750− FL () cols,
751− FL cols (),
752− FL cols cols,
700+ FromLists e () cols,
701+ FromLists e cols (),
702+ FromLists e cols cols,
753703 Bounded a,
754704 Enum a,
755705 Num e,
@@ -757,14 +707,14 @@ cond ::
757707 )
758708 =>
759709 (a -> Bool) -> Matrix e cols rows -> Matrix e cols rows -> Matrix e cols rows
760−cond p f g = join f g . grd p
710+cond p f g = junc f g . grd p
761711
762−grd ::
763− ( Trivial q,
712+grd ::
713+ ( q ~ Normalize q,
764714 Countable q,
765− FL () q,
766− FL q (),
767− FL q q,
715+ FromLists e () q,
716+ FromLists e q (),
717+ FromLists e q q,
768718 Bounded a,
769719 Enum a,
770720 Num e,
@@ -772,86 +722,60 @@ grd ::
772722 )
773723 =>
774724 (a -> Bool) -> Matrix e q (Either q q)
775−grd f = fork (corr f) (corr (not . f))
725+grd f = split (corr f) (corr (not . f))
776726
777−corr ::
778− forall e a q .
779− ( Trivial q,
727+corr ::
728+ forall e a q .
729+ ( q ~ Normalize q,
780730 Countable q,
781− FL () q,
782− FL q (),
783− FL q q,
731+ FromLists e () q,
732+ FromLists e q (),
733+ FromLists e q q,
784734 Liftable e a Bool
785− )
735+ )
786736 => (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)
737+corr p = let f = fromF p :: Matrix e q ()
738+ in khatri f (identity :: Matrix e q q)
789739
790740-- Pretty print
791741
792742prettyAux :: Show e => [[e]] -> [[e]] -> String
793743prettyAux [] _ = ""
794−prettyAux [[e]] m = "│ " ++ fill (show e) ++ " │\n"
744+prettyAux [[e]] m = "│ " ++ fill (show e) ++ " │\n"
795745 where
796746 v = fmap show m
797747 widest = maximum $ fmap length v
798748 fill str = replicate (widest - length str - 2) ' ' ++ str
799−prettyAux [h] m = "│ " ++ fill (unwords $ map show h) ++ " │\n"
749+prettyAux [h] m = "│ " ++ fill (unwords $ map show h) ++ " │\n"
800750 where
801− v = fmap show m
802− widest = maximum $ fmap length v
751+ v = fmap show m
752+ widest = maximum $ fmap length v
803753 fill str = replicate (widest - length str - 2) ' ' ++ str
804−prettyAux (h : t) l = "│ " ++ fill (unwords $ map show h) ++ " │\n" ++
754+prettyAux (h : t) l = "│ " ++ fill (unwords $ map show h) ++ " │\n" ++
805755 prettyAux t l
806756 where
807− v = fmap show l
808− widest = maximum $ fmap length v
757+ v = fmap show l
758+ widest = maximum $ fmap length v
809759 fill str = replicate (widest - length str - 2) ' ' ++ str
810760
811761-- | 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
762+pretty :: (Countable cols, Show e) => Matrix e cols rows -> String
763+pretty m = "┌ " ++ unwords (replicate (columns m) blank) ++ " ┐\n" ++
764+ prettyAux (toLists m) (toLists m) ++
765+ "└ " ++ unwords (replicate (columns m) blank) ++ " ┘"
766+ where
767+ v = fmap show (toList m)
768+ widest = maximum $ fmap length v
822769 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)
770+ blank = fill ""
839771
840772-- | Matrix pretty printer
841−prettyPrint :: (CountableDims cols rows, Show e) => Matrix e cols rows -> IO ()
773+prettyPrint :: (Countable cols, Show e) => Matrix e cols rows -> IO ()
842774prettyPrint = putStrLn . pretty
843775
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−
852776-- Relational operators functions
853777
854−type Boolean = Natural 0 1
778+type Boolean = Natural 0 1
855779type Relation a b = Matrix Boolean a b
856780
857781-- | Helper conversion function
@@ -867,47 +791,54 @@ fromBool False = nat 0
867791
868792-- | Relational negation
869793negateM :: 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)
794+negateM Empty = Empty
795+negateM (One (Nat 0)) = One (Nat 1)
796+negateM (One (Nat 1)) = One (Nat 0)
797+negateM (Junc a b) = Junc (negateM a) (negateM b)
798+negateM (Split a b) = Split (negateM a) (negateM b)
873799
874800-- | Relational addition
875801orM :: 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
802+orM Empty Empty = Empty
803+orM (One a) (One b) = One (fromBool (toBool a || toBool b))
804+orM (Junc a b) (Junc c d) = Junc (orM a c) (orM b d)
805+orM (Split a b) (Split c d) = Split (orM a c) (orM b d)
806+orM x@(Split _ _) y@(Junc _ _) = orM x (abideJS y)
807+orM x@(Junc _ _) y@(Split _ _) = orM (abideJS x) y
881808
882809-- | Relational multiplication
883810andM :: 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
811+andM Empty Empty = Empty
812+andM (One a) (One b) = One (fromBool (toBool a && toBool b))
813+andM (Junc a b) (Junc c d) = Junc (andM a c) (andM b d)
814+andM (Split a b) (Split c d) = Split (andM a c) (andM b d)
815+andM x@(Split _ _) y@(Junc _ _) = andM x (abideJS y)
816+andM x@(Junc _ _) y@(Split _ _) = andM (abideJS x) y
889817
890818-- | Relational subtraction
891819subM :: 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
820+subM Empty Empty = Empty
821+subM (One a) (One b) = if a - b < nat 0 then One (nat 0) else One (a - b)
822+subM (Junc a b) (Junc c d) = Junc (subM a c) (subM b d)
823+subM (Split a b) (Split c d) = Split (subM a c) (subM b d)
824+subM x@(Split _ _) y@(Junc _ _) = subM x (abideJS y)
825+subM x@(Junc _ _) y@(Split _ _) = subM (abideJS x) y
897826
898827-- | Matrix relational composition.
899828compRel :: 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
829+compRel Empty Empty = Empty
830+compRel (One a) (One b) = One (fromBool (toBool a && toBool b))
831+compRel (Junc a b) (Split c d) = orM (compRel a c) (compRel b d) -- Divide-and-conquer law
832+compRel (Split a b) c = Split (compRel a c) (compRel b c) -- Split fusion law
833+compRel c (Junc a b) = Junc (compRel c a) (compRel c b) -- Junc fusion law
904834
905835-- | Matrix relational right division
906836divR :: Relation b c -> Relation b a -> Relation a c
837+divR Empty Empty = Empty
907838divR (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)
839+divR (Junc a b) (Junc c d) = andM (divR a c) (divR b d)
840+divR (Split a b) c = Split (divR a c) (divR b c)
841+divR c (Split a b) = Junc (divR c a) (divR c b)
911842
912843-- | Matrix relational left division
913844divL :: Relation c b -> Relation a b -> Relation a c
@@ -923,52 +854,86 @@ divS s r = divL r s `intersection` divR (tr r) (tr s)
923854--
924855-- NOTE: Be careful to not ask for a relation bigger than the cardinality of
925856-- types @a@ or @b@ allows.
926−fromFRel' ::
857+fromFRel ::
927858 forall a b cols rows.
928859 ( Liftable Boolean a b,
929− CountableDims cols rows,
930− FL rows cols
860+ CountableDimensions cols rows,
861+ FromLists Boolean rows cols
931862 ) =>
932863 (a -> b) ->
933864 Relation cols rows
934−fromFRel' = fromF'
865+fromFRel f =
866+ let minA = minBound @a
867+ maxA = maxBound @a
868+ minB = minBound @b
869+ maxB = maxBound @b
870+ ccols = fromInteger $ natVal (Proxy :: Proxy (Count cols))
871+ rrows = fromInteger $ natVal (Proxy :: Proxy (Count rows))
872+ elementsA = take ccols [minA .. maxA]
873+ elementsB = take rrows [minB .. maxB]
874+ combinations = (,) <$> elementsA <*> elementsB
875+ combAp = map snd . sort . map (\(a, b) -> if f a == b
876+ then ((fromEnum a, fromEnum b), nat 1)
877+ else ((fromEnum a, fromEnum b), nat 0)) $ combinations
878+ mList = buildList combAp rrows
879+ in tr $ fromLists mList
880+ where
881+ buildList [] _ = []
882+ buildList l r = take r l : buildList (drop r l) r
935883
936884-- | Lifts functions to relations with dimensions matching @a@ and @b@
937885-- cardinality's.
938−fromFRel ::
886+fromFRel' ::
939887 forall a b.
940888 ( Liftable Boolean a b,
941− CountableDimsN a b,
942− FLN b a
889+ CountableDimensionsN a b,
890+ FromLists Boolean (Normalize b) (Normalize a)
943891 ) =>
944892 (a -> b) ->
945893 Relation (Normalize a) (Normalize b)
946−fromFRel = fromFRel'
894+fromFRel' f =
895+ let minA = minBound @a
896+ maxA = maxBound @a
897+ minB = minBound @b
898+ maxB = maxBound @b
899+ ccols = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize a)))
900+ rrows = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize b)))
901+ elementsA = take ccols [minA .. maxA]
902+ elementsB = take rrows [minB .. maxB]
903+ combinations = (,) <$> elementsA <*> elementsB
904+ combAp = map snd . sort . map (\(a, b) -> if f a == b
905+ then ((fromEnum a, fromEnum b), nat 1)
906+ else ((fromEnum a, fromEnum b), nat 0)) $ combinations
907+ mList = buildList combAp rrows
908+ in tr $ fromLists mList
909+ where
910+ buildList [] _ = []
911+ buildList l r = take r l : buildList (drop r l) r
947912
948913-- | Lifts a relation function to a Boolean Matrix
949−toRel ::
914+toRel ::
950915 forall a b.
951916 ( Bounded a,
952917 Bounded b,
953918 Enum a,
954919 Enum b,
955920 Eq b,
956− CountableDims a b,
957− FLN b a
958− )
921+ CountableDimensionsN a b,
922+ FromListsN Boolean b a
923+ )
959924 => (a -> b -> Bool) -> Relation (Normalize a) (Normalize b)
960925toRel f =
961926 let minA = minBound @a
962927 maxA = maxBound @a
963928 minB = minBound @b
964929 maxB = maxBound @b
965− ccols = fromInteger $ natVal (Proxy :: Proxy (Count a))
966− rrows = fromInteger $ natVal (Proxy :: Proxy (Count b))
930+ ccols = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize a)))
931+ rrows = fromInteger $ natVal (Proxy :: Proxy (Count (Normalize b)))
967932 elementsA = take ccols [minA .. maxA]
968933 elementsB = take rrows [minB .. maxB]
969934 combinations = (,) <$> elementsA <*> elementsB
970− combAp = map snd . sort . map (\(a, b) -> if uncurry f (a, b)
971− then ((fromEnum a, fromEnum b), nat 1)
935+ combAp = map snd . sort . map (\(a, b) -> if uncurry f (a, b)
936+ then ((fromEnum a, fromEnum b), nat 1)
972937 else ((fromEnum a, fromEnum b), nat 0)) $ combinations
973938 mList = buildList combAp rrows
974939 in tr $ fromLists mList