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AlignmentPracticableRepa.hs
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AlignmentPracticableRepa.hs
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{-# LANGUAGE RankNTypes, BangPatterns #-}
module AlignmentPracticableRepa (
parametersSystemsBuilderTupleRepa,
parametersSystemsBuilderTupleRepa_1,
parametersSystemsBuilderTupleRepa_2,
parametersSystemsBuilderTupleRepa_3,
parametersSystemsBuilderTupleNoSumlayerRepa,
parametersSystemsBuilderTupleNoSumlayerRepa_1,
parametersSystemsBuilderTupleNoSumlayerRepa_2,
parametersSystemsBuilderTupleNoSumlayerRepa_u,
parametersSystemsBuilderTupleNoSumlayerRepa_u_1,
parametersSystemsBuilderTupleNoSumlayerRepa_ui,
parametersSystemsBuilderTupleNoSumlayerRepa_ui_1,
parametersSystemsBuilderTupleNoSumlayerRepa_ui_2,
parametersSystemsBuilderTupleNoSumlayerRepa_ui_3,
parametersSystemsBuilderTupleNoSumlayerRepa_ui_4,
parametersSystemsBuilderTupleNoSumlayerMultiEffectiveRepa_u,
parametersSystemsBuilderTupleNoSumlayerMultiEffectiveRepa_u_1,
parametersSystemsBuilderTupleNoSumlayerMultiEffectiveRepa_ui,
parametersSystemsBuilderTupleLevelNoSumlayerRepa_u,
parametersSystemsBuilderTupleLevelNoSumlayerRepa_u_1,
parametersSystemsBuilderTupleLevelNoSumlayerRepa_ui,
parametersSystemsBuilderTupleLevelNoSumlayerRepa_ui_1,
parametersSystemsBuilderTupleLevelNoSumlayerRepa_ui_2,
parametersSystemsBuilderTupleLevelNoSumlayerRepa_ui_3,
parametersSystemsBuilderTupleLevelNoSumlayerMultiEffectiveRepa_u,
parametersSystemsBuilderTupleLevelNoSumlayerMultiEffectiveRepa_u_1,
parametersSystemsBuilderTupleLevelNoSumlayerMultiEffectiveRepa_ui,
parametersSystemsBuilderDerivedVarsHighestRepa,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerRepa,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerRepa_u,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerRepa_ui,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerIncludeHiddenRepa,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerIncludeHiddenRepa_1,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerIncludeHiddenRepa_2,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerIncludeHiddenRepa_u,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerIncludeHiddenRepa_u_1,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerIncludeHiddenRepa_ui,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerIncludeHiddenRepa_ui_1,
parametersSystemsBuilderDerivedVarsHighestNoSumlayerIncludeHiddenRepa_ui_2,
parametersSystemsBuilderDerivedVarsLevelHighestNoSumlayerRepa_u,
parametersSystemsBuilderDerivedVarsLevelHighestNoSumlayerRepa_ui,
parametersSystemsBuilderDerivedVarsLevelHighestNoSumlayerIncludeHiddenRepa_u,
parametersSystemsBuilderDerivedVarsLevelHighestNoSumlayerIncludeHiddenRepa_u_1,
parametersSystemsBuilderDerivedVarsLevelHighestNoSumlayerIncludeHiddenRepa_ui,
parametersSystemsBuilderDerivedVarsLevelHighestNoSumlayerIncludeHiddenRepa_ui_1,
parametersSystemsBuilderDerivedVarsLevelHighestNoSumlayerIncludeHiddenRepa_ui_2,
parametersSystemsPartitionerRepa,
parametersSystemsPartitionerRepa_1,
parametersSystemsPartitionerRepa_2,
parametersSystemsPartitionerRepa_3,
parametersSystemsPartitionerRepa_4,
parametersSystemsPartitionerRepa_5,
parametersSystemsPartitionerRepa_u,
parametersSystemsPartitionerRepa_u_1,
parametersSystemsPartitionerRepa_ui,
parametersSystemsPartitionerRepa_ui_1,
parametersSystemsPartitionerRepa_ui_2,
parametersSystemsPartitionerRepa_ui_3,
parametersSystemsPartitionerMaxRollByMRepa,
parametersSystemsPartitionerMaxRollByMRepa_u,
parametersSystemsPartitionerMaxRollByMRepa_ui,
parametersRollerRepa,
parametersRollerMaximumRollRepa,
parametersRollerMaximumRollExcludedSelfRepa,
parametersRollerMaximumRollExcludedSelfRepa_1,
parametersRollerMaximumRollExcludedSelfRepa_2,
parametersRollerMaximumRollExcludedSelfRepa_3,
parametersRollerMaximumRollExcludedSelfRepa_i,
parametersRollerMaximumRollExcludedSelfRepa_i_1,
parametersRollerMaximumRollExcludedSelfRepa_i_2,
parametersSystemsLayererHighestRepa,
parametersSystemsLayererMaximumRollHighestRepa,
parametersSystemsLayererMaximumRollExcludedSelfHighestRepa,
parametersSystemsLayererMaximumRollExcludedSelfHighestRepa_1,
parametersSystemsLayererMaximumRollExcludedSelfHighestRepa_2,
parametersSystemsLayererMaximumRollExcludedSelfHighestRepa_u,
parametersSystemsLayererMaximumRollExcludedSelfHighestRepa_u_1,
parametersSystemsLayererMaxRollByMExcludedSelfHighestRepa,
parametersSystemsLayererMaxRollByMExcludedSelfHighestRepa_u,
parametersSystemsLayererMaxRollByMExcludedSelfHighestRepa_u_1,
parametersSystemsLayererLevelMaximumRollExcludedSelfHighestRepa_u,
parametersSystemsLayererLevelMaximumRollExcludedSelfHighestRepa_u_1,
parametersSystemsLayererLevelMaxRollByMExcludedSelfHighestRepa_u,
parametersSystemsDecomperHighestRepa,
parametersSystemsDecomperHighestFmaxRepa,
parametersSystemsDecomperMaximumRollExcludedSelfHighestRepa,
parametersSystemsDecomperMaximumRollExcludedSelfHighestRepa_1,
parametersSystemsDecomperMaximumRollExcludedSelfHighestRepa_2,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxRepa,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxRepa_1,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxRepa_2,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxRepa_3,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxRepa_4,
parametersSystemsHistoryRepasDecomperMaximumRollExcludedSelfHighestFmaxRepa,
parametersSystemsHistoryRepasDecomperMaximumRollExcludedSelfHighestFmaxRepa_1,
parametersSystemsHistoryRepasDecomperMaximumRollExcludedSelfHighestFmaxRepa_2,
parametersSystemsHistoryRepasDecomperMaxRollByMExcludedSelfHighestFmaxRepa,
parametersSystemsHistoryRepasDecomperMaxRollByMExcludedSelfHighestFmaxRepa_1,
parametersSystemsHistoryRepasDecomperMaxRollByMExcludedSelfHighestFmaxRepa_2,
parametersSystemsHistoryRepasDecomperLevelMaxRollByMExcludedSelfHighestFmaxRepa,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxBatchRepa,
parametersSystemsDecomperLevelMaximumRollExcludedSelfHighestFmaxRepa,
parametersSystemsDecomperLevelMaximumRollExcludedSelfHighestFmaxRepa_1,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxLabelMinEntropyRepa,
parametersSystemsDecomperLevelMaximumRollExcludedSelfHighestFmaxLabelMinEntropyRepa,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxLabelMinEntropyDeLabelRepa,
parametersSystemsDecomperLevelMaximumRollExcludedSelfHighestFmaxLabelMinEntropyDeLabelRepa,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxLabelMinEntropyDeLabelGoodnessRepa,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxLabelModalDeLabelRepa,
parametersSystemsDecomperLevelMaximumRollExcludedSelfHighestFmaxLabelModalDeLabelRepa,
parametersSystemsDecomperMaximumRollExcludedSelfHighestFmaxLabelModalDeLabelGoodnessRepa,
parametersSystemsHistoryRepasDecomperMaxRollByMExcludedSelfHighestFmaxLabelMinEntropyRepa,
parametersSystemsHistoryRepasDecomperMaxRollByMExcludedSelfHighestFmaxLabelModalRepa,
systemsDecompFudsHistoryRepasAlignmentContentShuffleSummation_u,
systemsDecompFudsHistoryRepasTreeAlignmentContentShuffleSummation_u,
systemsDecompFudsHistoryRepasAlgnDensPerSizesStripped_u,
parametersSystemsBuilderLabelTupleRepa,
parametersBuilderConditionalVarsRepa,
parametersSystemsHistoryRepasDecomperConditionalFmaxRepa
)
where
import Data.List as List
import qualified Data.Set as Set
import qualified Data.Map as Map
import qualified Data.IntMap as IntMap
import qualified Data.Vector as V
import qualified Data.Vector.Unboxed as UV
import qualified Data.Vector.Unboxed.Mutable as MV
import qualified Data.Vector.Storable as SV
import Data.Array.Repa as R
import Foreign.C.Types
import AlignmentUtil
import Alignment
import AlignmentRandom
import AlignmentSubstrate
import AlignmentApprox
import AlignmentRepaVShape
import AlignmentRepa
import AlignmentRandomRepa
import GHC.Real
data MaxRollType = MaximumRoll | MaxRollByM
deriving (Eq, Ord, Read, Show)
data LabelType = LabelNone | LabelMinEntropy | LabelModal
deriving (Eq, Ord, Read, Show)
repaRounding :: Double
repaRounding = 1e-6
parametersSystemsBuilderTupleRepa ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
Maybe [((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)]
parametersSystemsBuilderTupleRepa xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| xmax < 0 || omax < 0 || mmax < 1 || bmax < mmax = Nothing
| z == 0 || zrr == 0 = Nothing
| not (vvqq vhh `subset` uvars uu && vhh == vhhrr && vhh == vhhx && vhhx == vhhrrx && vv `subset` vvqq vhh) = Nothing
| ff == fudEmpty =
Just $ topd (bmax `div` mmax) $ buildb vv (init vv) []
| fvars ff `subset` vvqq vhh =
Just $ topd (bmax `div` mmax) $ buildb (fvars ff `union` vv) (init (fder ff)) []
| otherwise = Nothing
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
init vv = [(((sgl w, (hvempty, hvempty, UV.empty)),0),(0,0,0,0)) | w <- qqll vv]
buildb ww qq nn = if mm /= [] then buildb ww mm (nn List.++ mm) else (final nn)
where
pp = llqq [jj | (((kk,_),_),_) <- qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
mm = top omax $ [(((jj, (bbv,ffv,ssv)), a1-b1), (a1-a2-b1+b2, -l, -b1+b2, -u)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax, let l = sumlayer ff jj,
let bb = reduce 1 jj hh, let bbrr = reduce f jj hhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,a2,b1,b2] = UV.toList ssv]
final = List.filter (\(((kk,_),_),_) -> card kk > 1)
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepasReduce
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hvempty = histogramRepaVecEmpty
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
vol uu vv = fromJust $ systemsVarsVolume uu vv
uvars = systemsVars
top amax mm = flip $ take (fromInteger amax) $ reverse $ sort $ flip $ mm
topd amax mm = snd $ unzip $ take (fromInteger amax) $ reverse $ sort $ flip $ mm
flip = List.map (\(a,b) -> (b,a))
sumlayer ff kk = sum [layer ff (sgl w) | w <- qqll kk]
layer = fudsSetVarsLayer
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
subset = Set.isSubsetOf
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
vvqq = Set.fromList . V.toList
parametersSystemsBuilderTupleRepa_1 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
Maybe [(Set.Set Variable, HistogramRepa, HistogramRepa)]
parametersSystemsBuilderTupleRepa_1 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| xmax < 0 || omax < 0 || mmax < 1 || bmax < mmax = Nothing
| z == 0 || zrr == 0 = Nothing
| not (vvqq vhh `subset` uvars uu && vhh == vhhrr && vhh == vhhx && vhhx == vhhrrx && vv `subset` vvqq vhh) = Nothing
| ff == fudEmpty =
Just $ topd (bmax `div` mmax) $ buildb vv (init vv) []
| fvars ff `subset` vvqq vhh =
Just $ topd (bmax `div` mmax) $ buildb (fvars ff `union` vv) (init (fder ff)) []
| otherwise = Nothing
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
init vv = [((sgl w, hempty, hempty),(0,0,0,0)) | w <- qqll vv]
buildb ww qq nn = if mm /= [] then buildb ww mm (nn List.++ mm) else (final nn)
where
pp = llqq [jj | ((kk,_,_),_) <- qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
mm = top omax $ [((jj, bb, bbrr), (a-b, -l, -b, -u)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax, let l = sumlayer ff jj,
let bb = reduce 1 jj hh, let bbrr = reduce f jj hhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let a = sumfacln bb - sumfacln bbx, let b = sumfacln bbrr - sumfacln bbrrx]
final = List.filter (\((kk,_,_),_) -> card kk > 1)
fder = fudsDerived
fvars = fudsVars
sumfacln (HistogramRepa _ _ rr) = UV.sum $ UV.map (\x -> logGamma (x + 1)) (toUnboxed rr)
reduce = setVarsHistoryRepasReduce
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hempty = histogramRepaEmpty
vol uu vv = fromJust $ systemsVarsVolume uu vv
uvars = systemsVars
top amax mm = flip $ take (fromInteger amax) $ reverse $ sort $ flip $ mm
topd amax mm = snd $ unzip $ take (fromInteger amax) $ reverse $ sort $ flip $ mm
flip = List.map (\(a,b) -> (b,a))
sumlayer ff kk = sum [layer ff (sgl w) | w <- qqll kk]
layer = fudsSetVarsLayer
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
subset = Set.isSubsetOf
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
vvqq = Set.fromList . V.toList
parametersSystemsBuilderTupleRepa_2 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
Maybe [((Set.Set Variable, HistogramRepa, HistogramRepa),Double)]
parametersSystemsBuilderTupleRepa_2 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| xmax < 0 || omax < 0 || mmax < 1 || bmax < mmax = Nothing
| z == 0 || zrr == 0 = Nothing
| not (vvqq vhh `subset` uvars uu && vhh == vhhrr && vhh == vhhx && vhhx == vhhrrx && vv `subset` vvqq vhh) = Nothing
| ff == fudEmpty =
Just $ topd (bmax `div` mmax) $ buildb vv (init vv) []
| fvars ff `subset` vvqq vhh =
Just $ topd (bmax `div` mmax) $ buildb (fvars ff `union` vv) (init (fder ff)) []
| otherwise = Nothing
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
init vv = [(((sgl w, hempty, hempty),0),(0,0,0,0)) | w <- qqll vv]
buildb ww qq nn = if mm /= [] then buildb ww mm (nn List.++ mm) else (final nn)
where
pp = llqq [jj | (((kk,_,_),_),_) <- qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
mm = top omax $ [(((jj, bb, bbrr), a1-b1), (a1-a2-b1+b2, -l, -b1+b2, -u)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax, let l = sumlayer ff jj,
let bb = reduce 1 jj hh, let bbrr = reduce f jj hhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let a1 = sumfacln bb, let a2 = sumfacln bbx,
let b1 = sumfacln bbrr, let b2 =sumfacln bbrrx]
final = List.filter (\(((kk,_,_),_),_) -> card kk > 1)
fder = fudsDerived
fvars = fudsVars
sumfacln (HistogramRepa _ _ rr) = UV.sum $ UV.map (\x -> logGamma (x + 1)) (toUnboxed rr)
reduce = setVarsHistoryRepasReduce
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hempty = histogramRepaEmpty
vol uu vv = fromJust $ systemsVarsVolume uu vv
uvars = systemsVars
top amax mm = flip $ take (fromInteger amax) $ reverse $ sort $ flip $ mm
topd amax mm = snd $ unzip $ take (fromInteger amax) $ reverse $ sort $ flip $ mm
flip = List.map (\(a,b) -> (b,a))
sumlayer ff kk = sum [layer ff (sgl w) | w <- qqll kk]
layer = fudsSetVarsLayer
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
subset = Set.isSubsetOf
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
vvqq = Set.fromList . V.toList
parametersSystemsBuilderTupleRepa_3 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
Maybe [((Set.Set Variable, (HistogramRepaVec, UV.Vector Double)),Double)]
parametersSystemsBuilderTupleRepa_3 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| xmax < 0 || omax < 0 || mmax < 1 || bmax < mmax = Nothing
| z == 0 || zrr == 0 = Nothing
| not (vvqq vhh `subset` uvars uu && vhh == vhhrr && vhh == vhhx && vhhx == vhhrrx && vv `subset` vvqq vhh) = Nothing
| ff == fudEmpty =
Just $ topd (bmax `div` mmax) $ buildb vv (init vv) []
| fvars ff `subset` vvqq vhh =
Just $ topd (bmax `div` mmax) $ buildb (fvars ff `union` vv) (init (fder ff)) []
| otherwise = Nothing
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
init vv = [(((sgl w, (hvempty, UV.empty)),0),(0,0,0,0)) | w <- qqll vv]
buildb ww qq nn = if mm /= [] then buildb ww mm (nn List.++ mm) else (final nn)
where
pp = llqq [jj | (((kk,_),_),_) <- qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
mm = top omax $ [(((jj, rr), a1-b1), (a1-a2-b1+b2, -l, -b1+b2, -u)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax, let l = sumlayer ff jj,
let bb = reduce 1 jj hh, let bbrr = reduce f jj hhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let a1 = sumfacln bb, let a2 = sumfacln bbx,
let b1 = sumfacln bbrr, let b2 =sumfacln bbrrx,
let rr = (vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx], UV.fromListN 4 [a1,a2,b1,b2])]
final = List.filter (\(((kk,_),_),_) -> card kk > 1)
fder = fudsDerived
fvars = fudsVars
sumfacln (HistogramRepa _ _ rr) = UV.sum $ UV.map (\x -> logGamma (x + 1)) (toUnboxed rr)
reduce = setVarsHistoryRepasReduce
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hvempty = histogramRepaVecEmpty
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
vol uu vv = fromJust $ systemsVarsVolume uu vv
uvars = systemsVars
top amax mm = flip $ take (fromInteger amax) $ reverse $ sort $ flip $ mm
topd amax mm = snd $ unzip $ take (fromInteger amax) $ reverse $ sort $ flip $ mm
flip = List.map (\(a,b) -> (b,a))
sumlayer ff kk = sum [layer ff (sgl w) | w <- qqll kk]
layer = fudsSetVarsLayer
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
subset = Set.isSubsetOf
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
vvqq = Set.fromList . V.toList
parametersSystemsBuilderTupleNoSumlayerRepa ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
Maybe [((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)]
parametersSystemsBuilderTupleNoSumlayerRepa xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| xmax < 0 || omax < 0 || mmax < 1 || bmax < mmax = Nothing
| z == 0 || zrr == 0 = Nothing
| not (vvqq vhh `subset` uvars uu && vhh == vhhrr && vhh == vhhx && vhhx == vhhrrx && vv `subset` vvqq vhh) = Nothing
| otherwise = Just $ buildfftup xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
buildfftup = parametersSystemsBuilderTupleNoSumlayerRepa_u
uvars = systemsVars
subset = Set.isSubsetOf
vvqq = Set.fromList . V.toList
parametersSystemsBuilderTupleNoSumlayerRepa_1 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
Maybe [((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)]
parametersSystemsBuilderTupleNoSumlayerRepa_1 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| xmax < 0 || omax < 0 || mmax < 1 || bmax < mmax = Nothing
| z == 0 || zrr == 0 = Nothing
| not (vvqq vhh `subset` uvars uu && vhh == vhhrr && vhh == vhhx && vhhx == vhhrrx && vv `subset` vvqq vhh) = Nothing
| ff == fudEmpty =
Just $ topd (bmax `div` mmax) $ buildb vv (init vv) []
| fvars ff `subset` vvqq vhh =
Just $ topd (bmax `div` mmax) $ buildb (fvars ff `union` vv) (init (fder ff)) []
| otherwise = Nothing
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
init vv = [(((sgl w, (hvempty, hvempty, UV.empty)),0),(0,0,0)) | w <- qqll vv]
buildb ww qq nn = if mm /= [] then buildb ww mm (nn List.++ mm) else (final nn)
where
pp = llqq [jj | (((kk,_),_),_) <- qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
mm = top omax $ [(((jj, (bbv,ffv,ssv)), a1-b1), (a1-a2-b1+b2, -b1+b2, -u)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax,
let bb = reduce 1 jj hh, let bbrr = reduce f jj hhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,a2,b1,b2] = UV.toList ssv]
final = List.filter (\(((kk,_),_),_) -> card kk > 1)
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepasReduce
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hvempty = histogramRepaVecEmpty
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
vol uu vv = fromJust $ systemsVarsVolume uu vv
uvars = systemsVars
top amax mm = flip $ take (fromInteger amax) $ reverse $ sort $ flip $ mm
topd amax mm = snd $ unzip $ take (fromInteger amax) $ reverse $ sort $ flip $ mm
flip = List.map (\(a,b) -> (b,a))
sumlayer ff kk = sum [layer ff (sgl w) | w <- qqll kk]
layer = fudsSetVarsLayer
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
subset = Set.isSubsetOf
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
vvqq = Set.fromList . V.toList
parametersSystemsBuilderTupleNoSumlayerRepa_2 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
Maybe [((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)]
parametersSystemsBuilderTupleNoSumlayerRepa_2 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| xmax < 0 || omax < 0 || mmax < 1 || bmax < mmax = Nothing
| z == 0 || zrr == 0 = Nothing
| not (vvqq vhh `subset` uvars uu && vhh == vhhrr && vhh == vhhx && vhhx == vhhrrx && vv `subset` vvqq vhh) = Nothing
| ff == fudEmpty =
Just $ V.toList $ topd (bmax `div` mmax) $ buildb vv (init vv) V.empty
| fvars ff `subset` vvqq vhh =
Just $ V.toList $ topd (bmax `div` mmax) $ buildb (fvars ff `union` vv) (init (fder ff)) V.empty
| otherwise = Nothing
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
init vv = V.fromListN (card vv) [((0,0,0),((sgl w, (hvempty, hvempty, UV.empty)),0)) | w <- qqll vv]
buildb ww qq nn = if (not (V.null mm)) then buildb ww mm (nn V.++ mm) else (final nn)
where
pp = llqq [jj | (_,((kk,_),_)) <- V.toList qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
mm = top omax $ V.fromListN (card pp) [((a1-a2-b1+b2, -b1+b2, -u),((jj, (bbv,ffv,ssv)), a1-b1)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax,
let bb = reduce 1 jj hh, let bbrr = reduce f jj hhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,a2,b1,b2] = UV.toList ssv]
final = V.filter (\(_,((kk,_),_)) -> card kk > 1)
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepasReduce
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hvempty = histogramRepaVecEmpty
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
vol uu vv = fromJust $ systemsVarsVolume uu vv
uvars = systemsVars
top amax mm = vectorPairsTop (fromInteger amax) mm
topd amax mm = snd $ V.unzip $ vectorPairsTop (fromInteger amax) mm
sumlayer ff kk = sum [layer ff (sgl w) | w <- qqll kk]
layer = fudsSetVarsLayer
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
subset = Set.isSubsetOf
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
vvqq = Set.fromList . V.toList
parametersSystemsBuilderTupleNoSumlayerRepa_u ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
[((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)]
parametersSystemsBuilderTupleNoSumlayerRepa_u xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx =
fst $ buildfftup xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
where
buildfftup = parametersSystemsBuilderTupleNoSumlayerRepa_ui
parametersSystemsBuilderTupleNoSumlayerRepa_u_1 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
[((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)]
parametersSystemsBuilderTupleNoSumlayerRepa_u_1 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| ff == fudEmpty = V.toList $ topd (bmax `div` mmax) $ buildb vv (init vv) V.empty
| otherwise = V.toList $ topd (bmax `div` mmax) $ buildb (fvars ff `union` vv) (init (fder ff)) V.empty
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
init vv = V.fromListN (card vv) [((0,0,0),((sgl w, (hvempty, hvempty, UV.empty)),0)) | w <- qqll vv]
buildb ww qq nn = if (not (V.null mm)) then buildb ww mm (nn V.++ mm) else (final nn)
where
pp = llqq [jj | (_,((kk,_),_)) <- V.toList qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
mm = top omax $ V.fromListN (card pp) [((a1-a2-b1+b2, -b1+b2, -u),((jj, (bbv,ffv,ssv)), a1-b1)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax,
let bb = reduce 1 jj hh, let bbrr = reduce f jj hhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,a2,b1,b2] = UV.toList ssv]
final = V.filter (\(_,((kk,_),_)) -> card kk > 1)
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepasReduce
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hvempty = histogramRepaVecEmpty
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
vol uu vv = systemsSetVarsVolume_u uu vv
top amax mm = vectorPairsTop (fromInteger amax) mm
topd amax mm = snd $ V.unzip $ vectorPairsTop (fromInteger amax) mm
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
parametersSystemsBuilderTupleNoSumlayerMultiEffectiveRepa_u ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
[((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)]
parametersSystemsBuilderTupleNoSumlayerMultiEffectiveRepa_u xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx =
fst $ buildfftup xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
where
buildfftup = parametersSystemsBuilderTupleNoSumlayerMultiEffectiveRepa_ui
parametersSystemsBuilderTupleNoSumlayerMultiEffectiveRepa_u_1 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
[((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)]
parametersSystemsBuilderTupleNoSumlayerMultiEffectiveRepa_u_1 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| vv' == Set.empty = []
| ff == fudEmpty = V.toList $ topd (bmax `div` mmax) $ buildb vv' (init vv') V.empty
| otherwise = V.toList $ topd (bmax `div` mmax) $ buildb (fvars ff `union` vv') (init (fder ff)) V.empty
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
vv' = meff hhx vv
init vv = V.fromListN (card vv) [((0,0,0),((sgl w, (hvempty, hvempty, UV.empty)),0)) | w <- qqll vv]
buildb ww qq nn = if (not (V.null mm)) then buildb ww mm (nn V.++ mm) else (final nn)
where
pp = llqq [jj | (_,((kk,_),_)) <- V.toList qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
mm = top omax $ V.fromListN (card pp) [((a1-a2-b1+b2, -b1+b2, -u),((jj, (bbv,ffv,ssv)), a1-b1)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax,
let bb = reduce 1 jj hh, let bbrr = reduce f jj hhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,a2,b1,b2] = UV.toList ssv]
final = V.filter (\(_,((kk,_),_)) -> card kk > 1)
meff hhx vv = Set.fromList [v | v <- qqll vv, let i = hhxv hhx Map.! v,
length (List.filter (/=0) (UV.toList (hhxi hhx V.! i))) > 1]
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepasReduce
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hvempty = histogramRepaVecEmpty
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
hhxv = histogramRepaRedsMapVarInt
hhxi = histogramRepaRedsVectorArray
vol uu vv = systemsSetVarsVolume_u uu vv
top amax mm = vectorPairsTop (fromInteger amax) mm
topd amax mm = snd $ V.unzip $ vectorPairsTop (fromInteger amax) mm
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
parametersSystemsBuilderTupleNoSumlayerRepa_ui ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
([((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)],Integer)
parametersSystemsBuilderTupleNoSumlayerRepa_ui xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| ff == fudEmpty = (res (topd (bmax `div` mmax) x0), s0)
| otherwise = (res (topd (bmax `div` mmax) x1), s1)
where
Z :. _ :. z = extent $ historyRepasArray hh
Z :. _ :. zrr = extent $ historyRepasArray hhrr
f = (fromIntegral z)/(fromIntegral zrr)
vshh = SV.unsafeCast (UV.convert (R.toUnboxed (historyRepasArray hh))) :: SV.Vector CShort
vshhrr = SV.unsafeCast (UV.convert (R.toUnboxed (historyRepasArray hhrr))) :: SV.Vector CShort
(xc,sc) = cross xmax omax vv hh hhx hhrr hhrrx
yy = fvars ff `union` vv
(xa,sa) = append xmax omax yy (qqvv (Set.map sgl (fder ff))) hh hhx hhrr hhrrx
(x0,s0) = buildb vv xc xc sc
(x1,s1) = buildb yy xa xa sa
buildb ww qq nn sn
| V.null qq = (nn,sn)
| not (V.null mm) = buildb ww mm (nn V.++ mm) (sn + sm)
| otherwise = (nn,sn)
where
(mm,sm) = append xmax omax ww (snd $ V.unzip qq) hh hhx hhrr hhrrx
res xx = [((jj, (bbv,ffv,ssv)), a1-b1) | jj <- vvll xx,
let bb = reduce 1 jj hh vshh, let bbrr = reduce f jj hhrr vshhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,_,b1,_] = UV.toList ssv]
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepaStorablesReduce
cross = parametersSetVarsHistoryRepasSetSetVarsAlignedTop_u
append = parametersSetVarsSetSetVarsHistoryRepasSetSetVarsAlignedTop_u
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
topd amax mm = snd $ V.unzip $ vectorPairsTop (fromInteger amax) mm
union = Set.union
sgl = Set.singleton
vvll = V.toList
qqvv = V.fromList . Set.toList
parametersSystemsBuilderTupleNoSumlayerRepa_ui_1 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
([((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)],Integer)
parametersSystemsBuilderTupleNoSumlayerRepa_ui_1 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| ff == fudEmpty = (V.toList (topd (bmax `div` mmax) x0), s0)
| otherwise = (V.toList (topd (bmax `div` mmax) x1), s1)
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
(x0,s0) = buildb vv (init vv) V.empty 0
(x1,s1) = buildb (fvars ff `union` vv) (init (fder ff)) V.empty 0
init vv = V.fromListN (card vv) [((0,0,0),((sgl w, (hvempty, hvempty, UV.empty)),0)) | w <- qqll vv]
buildb ww qq nn s2 =
if (not (V.null mm)) then buildb ww mm (nn V.++ mm) (s2 + toInteger (V.length x2)) else ((final nn),s2)
where
pp = llqq [jj | (_,((kk,_),_)) <- V.toList qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
x2 = V.fromListN (card pp) [((a1-a2-b1+b2, -b1+b2, -u),((jj, (bbv,ffv,ssv)), a1-b1)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax,
let bb = reduce 1 jj hh, let bbrr = reduce f jj hhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,a2,b1,b2] = UV.toList ssv]
mm = top omax x2
final = V.filter (\(_,((kk,_),_)) -> card kk > 1)
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepasReduce_3
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hvempty = histogramRepaVecEmpty
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
vol uu vv = systemsSetVarsVolume_u uu vv
top amax mm = vectorPairsTop (fromInteger amax) mm
topd amax mm = snd $ V.unzip $ vectorPairsTop (fromInteger amax) mm
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
parametersSystemsBuilderTupleNoSumlayerRepa_ui_2 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
([((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)],Integer)
parametersSystemsBuilderTupleNoSumlayerRepa_ui_2 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| ff == fudEmpty = (V.toList (topd (bmax `div` mmax) x0), s0)
| otherwise = (V.toList (topd (bmax `div` mmax) x1), s1)
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
vshh = SV.unsafeCast (UV.convert (R.toUnboxed aa)) :: SV.Vector CShort
vshhrr = SV.unsafeCast (UV.convert (R.toUnboxed aarr)) :: SV.Vector CShort
(x0,s0) = buildb vv (init vv) V.empty 0
(x1,s1) = buildb (fvars ff `union` vv) (init (fder ff)) V.empty 0
init vv = V.fromListN (card vv) [((0,0,0),((sgl w, (hvempty, hvempty, UV.empty)),0)) | w <- qqll vv]
buildb ww qq nn s2 =
if (not (V.null mm)) then buildb ww mm (nn V.++ mm) (s2 + toInteger (V.length x2)) else ((final nn),s2)
where
pp = llqq [jj | (_,((kk,_),_)) <- V.toList qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
x2 = V.fromListN (card pp) [((a1-a2-b1+b2, -b1+b2, -u),((jj, (bbv,ffv,ssv)), a1-b1)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax,
let bb = reduce 1 jj hh vshh, let bbrr = reduce f jj hhrr vshhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,a2,b1,b2] = UV.toList ssv]
mm = top omax x2
final = V.filter (\(_,((kk,_),_)) -> card kk > 1)
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepaStorablesReduce
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hvempty = histogramRepaVecEmpty
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
vol uu vv = systemsSetVarsVolume_u uu vv
top amax mm = vectorPairsTop (fromInteger amax) mm
topd amax mm = snd $ V.unzip $ vectorPairsTop (fromInteger amax) mm
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
parametersSystemsBuilderTupleNoSumlayerRepa_ui_3 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
([((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)],Integer)
parametersSystemsBuilderTupleNoSumlayerRepa_ui_3 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| ff == fudEmpty = (V.toList (topd (bmax `div` mmax) x0), s0)
| otherwise = (V.toList (topd (bmax `div` mmax) x1), s1)
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
vshh = SV.unsafeCast (UV.convert (R.toUnboxed aa)) :: SV.Vector CShort
vshhrr = SV.unsafeCast (UV.convert (R.toUnboxed aarr)) :: SV.Vector CShort
xc = initc vv
(x0,s0) = buildb vv xc xc (toInteger (Set.size vv * (Set.size vv - 1) `div` 2))
(x1,s1) = buildb (fvars ff `union` vv) (init (fder ff)) V.empty 0
init vv = V.fromListN (card vv) [((0,0,0),((sgl w, (hvempty, hvempty, UV.empty)),0)) | w <- qqll vv]
initc vv =
let pp = cross xmax omax vv hh hhx hhrr hhrrx in
V.fromListN (card pp) [((a1-a2-b1+b2, -b1+b2, -u),((jj, (bbv,ffv,ssv)), a1-b1)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax,
let bb = reduce 1 jj hh vshh, let bbrr = reduce f jj hhrr vshhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,a2,b1,b2] = UV.toList ssv]
buildb ww qq nn s2 =
if (not (V.null mm)) then buildb ww mm (nn V.++ mm) (s2 + toInteger (V.length x2)) else ((final nn),s2)
where
pp = llqq [jj | (_,((kk,_),_)) <- V.toList qq, w <- qqll (ww `minus` kk), let jj = kk `add` w]
x2 = V.fromListN (card pp) [((a1-a2-b1+b2, -b1+b2, -u),((jj, (bbv,ffv,ssv)), a1-b1)) |
jj <- qqll pp, let u = vol uu jj, u <= xmax,
let bb = reduce 1 jj hh vshh, let bbrr = reduce f jj hhrr vshhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,a2,b1,b2] = UV.toList ssv]
mm = top omax x2
final = V.filter (\(_,((kk,_),_)) -> card kk > 1)
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepaStorablesReduce
cross = parametersSetVarsHistoryRepasSetSetVarsAlignedTop_u_1
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hvempty = histogramRepaVecEmpty
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
vol uu vv = systemsSetVarsVolume_u uu vv
top amax mm = vectorPairsTop (fromInteger amax) mm
topd amax mm = snd $ V.unzip $ vectorPairsTop (fromInteger amax) mm
add xx x = x `Set.insert` xx
union = Set.union
minus = Set.difference
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
parametersSystemsBuilderTupleNoSumlayerRepa_ui_4 ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
([((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)],Integer)
parametersSystemsBuilderTupleNoSumlayerRepa_ui_4 xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| ff == fudEmpty = (t0, s0)
| otherwise = (t1, s1)
where
HistoryRepa vhh _ _ aa = hh
HistogramRepaRed vhhx _ _ _ = hhx
HistoryRepa vhhrr _ _ aarr = hhrr
HistogramRepaRed vhhrrx _ _ _ = hhrrx
Z :. _ :. z = extent aa
Z :. _ :. zrr = extent aarr
f = (fromIntegral z)/(fromIntegral zrr)
vshh = SV.unsafeCast (UV.convert (R.toUnboxed aa)) :: SV.Vector CShort
vshhrr = SV.unsafeCast (UV.convert (R.toUnboxed aarr)) :: SV.Vector CShort
(xc,sc) = cross xmax omax vv hh hhx hhrr hhrrx
yy = fvars ff `union` vv
(xa,sa) = append xmax omax yy (qqvv (Set.map sgl (fder ff))) hh hhx hhrr hhrrx
(x0,s0) = buildb vv xc xc sc
(x1,s1) = buildb yy xa xa sa
buildb ww qq nn sn
| V.null qq = (nn,sn)
| not (V.null mm) = buildb ww mm (nn V.++ mm) (sn + sm)
| otherwise = (nn,sn)
where
(mm,sm) = append xmax omax ww (snd $ V.unzip qq) hh hhx hhrr hhrrx
t0 = [((jj, (bbv,ffv,ssv)), a1-b1) | jj <- vvll (topd (bmax `div` mmax) x0),
let bb = reduce 1 jj hh vshh, let bbrr = reduce f jj hhrr vshhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,_,b1,_] = UV.toList ssv]
t1 = [((jj, (bbv,ffv,ssv)), a1-b1) | jj <- vvll (topd (bmax `div` mmax) x1),
let bb = reduce 1 jj hh vshh, let bbrr = reduce f jj hhrr vshhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,_,b1,_] = UV.toList ssv]
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepaStorablesReduce
cross = parametersSetVarsHistoryRepasSetSetVarsAlignedTop_u
append = parametersSetVarsSetSetVarsHistoryRepasSetSetVarsAlignedTop_u
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
hvempty = histogramRepaVecEmpty
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
vol uu vv = systemsSetVarsVolume_u uu vv
top amax mm = vectorPairsTop (fromInteger amax) mm
topd amax mm = snd $ V.unzip $ vectorPairsTop (fromInteger amax) mm
add xx x = x `Set.insert` xx
union = Set.union
card = Set.size
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
llqq :: forall a. (Ord a) => [a] -> Set.Set a
llqq = Set.fromList
sgl = Set.singleton
vvll = V.toList
llvv = V.fromList
qqvv = V.fromList . Set.toList
parametersSystemsBuilderTupleNoSumlayerMultiEffectiveRepa_ui ::
Integer -> Integer -> Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
([((Set.Set Variable, (HistogramRepaVec, HistogramRepaVec, UV.Vector Double)),Double)],Integer)
parametersSystemsBuilderTupleNoSumlayerMultiEffectiveRepa_ui xmax omax bmax mmax uu vv ff hh hhx hhrr hhrrx
| Set.size vv' < 2 = ([],0)
| ff == fudEmpty = (res (topd (bmax `div` mmax) x0), s0)
| otherwise = (res (topd (bmax `div` mmax) x1), s1)
where
Z :. _ :. z = extent $ historyRepasArray hh
Z :. _ :. zrr = extent $ historyRepasArray hhrr
f = (fromIntegral z)/(fromIntegral zrr)
vshh = SV.unsafeCast (UV.convert (R.toUnboxed (historyRepasArray hh))) :: SV.Vector CShort
vshhrr = SV.unsafeCast (UV.convert (R.toUnboxed (historyRepasArray hhrr))) :: SV.Vector CShort
vv' = meff hhx vv
(xc,sc) = cross xmax omax vv' hh hhx hhrr hhrrx
yy = fvars ff `union` vv'
(xa,sa) = append xmax omax yy (qqvv (Set.map sgl (fder ff))) hh hhx hhrr hhrrx
(x0,s0) = buildb vv' xc xc sc
(x1,s1) = buildb yy xa xa sa
buildb ww qq nn sn
| V.null qq = (nn,sn)
| not (V.null mm) = buildb ww mm (nn V.++ mm) (sn + sm)
| otherwise = (nn,sn)
where
(mm,sm) = append xmax omax ww (snd $ V.unzip qq) hh hhx hhrr hhrrx
res xx = [((jj, (bbv,ffv,ssv)), a1-b1) | jj <- vvll xx,
let bb = reduce 1 jj hh vshh, let bbrr = reduce f jj hhrr vshhrr,
let bbx = xind z (hhx `xred` jj), let bbrrx = xind z (hhrrx `xred` jj),
let bbv = vrrrrv z $ V.fromListN 4 [bb, bbx, bbrr, bbrrx],
let ffv = rrvffv bbv, let ssv = rrvsum ffv,
let [a1,_,b1,_] = UV.toList ssv]
meff hhx vv = Set.fromList [v | v <- qqll vv, let i = hhxv hhx Map.! v,
length (List.filter (/=0) (UV.toList (hhxi hhx V.! i))) > 1]
fder = fudsDerived
fvars = fudsVars
rrvffv = histogramRepaVecsFaclnsRepaVecs
rrvsum = histogramRepaVecsSum
reduce = setVarsHistoryRepaStorablesReduce
cross = parametersSetVarsHistoryRepasSetSetVarsAlignedTop_u
append = parametersSetVarsSetSetVarsHistoryRepasSetSetVarsAlignedTop_u
xred hhx vv = setVarsHistogramRepaRedsRed vv hhx
xind x hhx = histogramRepaRedsIndependent (fromIntegral x) hhx
vrrrrv x = vectorHistogramRepasHistogramRepaVec_u (fromIntegral x)
hhxv = histogramRepaRedsMapVarInt
hhxi = histogramRepaRedsVectorArray
topd amax mm = snd $ V.unzip $ vectorPairsTop (fromInteger amax) mm
union = Set.union
qqll :: forall a. Set.Set a -> [a]
qqll = Set.toList
sgl = Set.singleton
vvll = V.toList
qqvv = V.fromList . Set.toList
parametersSystemsBuilderDerivedVarsHighestRepa ::
Integer -> Integer -> System -> Set.Set Variable -> Fud ->
HistoryRepa -> HistogramRepaRed -> HistoryRepa -> HistogramRepaRed ->
Maybe [((Set.Set Variable, HistogramRepa, HistogramRepa), Double)]
parametersSystemsBuilderDerivedVarsHighestRepa wmax omax uu vv ff hh hhx hhrr hhrrx
| wmax < 0 || omax < 0 = Nothing
| z == 0 || zrr == 0 = Nothing
| not (vvqq vhh `subset` uvars uu && vhh == vhhrr && vhh == vhhx && vhhx == vhhrrx && vv `subset` vvqq vhh) = Nothing