{-# LANGUAGE TypeFamilies #-} {-# LANGUAGE ConstraintKinds #-} module Numeric.LAPACK.Matrix.Triangular.Linear ( solve, inverse, inverseGeneric, determinant, ) where import qualified Numeric.LAPACK.Matrix.Banded.Linear as BandedLin import qualified Numeric.LAPACK.Matrix.Banded.Basic as Banded import qualified Numeric.LAPACK.Matrix.Symmetric.Private as Symmetric import qualified Numeric.LAPACK.Matrix.Triangular.Private as Tri import qualified Numeric.LAPACK.Matrix.Shape.Private as MatrixShape import qualified Numeric.LAPACK.Matrix.Extent.Private as Extent import Numeric.LAPACK.Linear.Private (solver, withInfo) import Numeric.LAPACK.Matrix.Triangular.Basic (Triangular, Symmetric, PowerDiag, takeDiagonal, strictNonUnitDiagonal) import Numeric.LAPACK.Matrix.Shape.Private (transposeFromOrder, uploFromOrder, uploOrder, charFromTriDiag) import Numeric.LAPACK.Matrix.Modifier (Conjugation(NonConjugated)) import Numeric.LAPACK.Matrix.Private (Full) import Numeric.LAPACK.Private (copyBlock, copyToTemp) import qualified Numeric.LAPACK.FFI.Generic as LapackGen import qualified Numeric.Netlib.Utility as Call import qualified Numeric.Netlib.Class as Class import qualified Data.Array.Comfort.Storable.Unchecked as Array import qualified Data.Array.Comfort.Shape as Shape import Data.Array.Comfort.Storable.Unchecked (Array(Array)) import Data.Array.Comfort.Shape (triangleSize) import System.IO.Unsafe (unsafePerformIO) import Foreign.ForeignPtr (withForeignPtr) import Foreign.Ptr (Ptr) import Foreign.Storable (peek) import Control.Monad.Trans.Cont (ContT(ContT), evalContT) import Control.Monad.IO.Class (liftIO) solve :: (MatrixShape.Content lo, MatrixShape.Content up, MatrixShape.TriDiag diag, Extent.C vert, Extent.C horiz, Shape.C sh, Eq sh, Shape.C nrhs, Class.Floating a) => Triangular lo diag up sh a -> Full vert horiz sh nrhs a -> Full vert horiz sh nrhs a solve = Tri.getMultiplyRight $ MatrixShape.switchDiagUpLoSym (Tri.MultiplyRight $ BandedLin.solve . Banded.fromDiagonal) (Tri.MultiplyRight solveTriangular) (Tri.MultiplyRight solveTriangular) (Tri.MultiplyRight $ solveSymmetric . strictNonUnitDiagonal) solveTriangular :: (MatrixShape.UpLo lo up, MatrixShape.TriDiag diag, Extent.C vert, Extent.C horiz, Shape.C sh, Eq sh, Shape.C nrhs, Class.Floating a) => Triangular lo diag up sh a -> Full vert horiz sh nrhs a -> Full vert horiz sh nrhs a solveTriangular (Array (MatrixShape.Triangular diag uplo orderA shA) a) = solver "Triangular.solve" shA $ \n nPtr nrhsPtr xPtr ldxPtr -> do uploPtr <- Call.char $ uploFromOrder $ uploOrder uplo orderA transPtr <- Call.char $ transposeFromOrder orderA diagPtr <- Call.char $ charFromTriDiag diag apPtr <- copyToTemp (triangleSize n) a liftIO $ withInfo "tptrs" $ LapackGen.tptrs uploPtr transPtr diagPtr nPtr nrhsPtr apPtr xPtr ldxPtr solveSymmetric :: (Extent.C vert, Extent.C horiz, Shape.C sh, Eq sh, Shape.C nrhs, Class.Floating a) => Symmetric sh a -> Full vert horiz sh nrhs a -> Full vert horiz sh nrhs a solveSymmetric (Array (MatrixShape.Triangular _diag _uplo orderA shA) a) = Symmetric.solve "Symmetric.solve" NonConjugated orderA shA a inverse :: (MatrixShape.DiagUpLo lo up, MatrixShape.TriDiag diag, Shape.C sh, Class.Floating a) => Triangular lo diag up sh a -> Triangular lo diag up sh a inverse = Tri.getMap $ MatrixShape.switchDiagUpLo (Tri.Map inverseDiagonal) (Tri.Map inverseTriangular) (Tri.Map inverseTriangular) inverseGeneric :: (MatrixShape.Content lo, MatrixShape.Content up, MatrixShape.TriDiag diag, Shape.C sh, Class.Floating a) => Triangular lo diag up sh a -> Triangular lo (PowerDiag lo up diag) up sh a inverseGeneric = Tri.getPower $ MatrixShape.switchDiagUpLoSym (Tri.Power inverseDiagonal) (Tri.Power inverseTriangular) (Tri.Power inverseTriangular) (Tri.Power $ inverseSymmetric . strictNonUnitDiagonal) inverseDiagonal :: (MatrixShape.TriDiag diag, Shape.C sh, Class.Floating a) => Tri.FlexDiagonal diag sh a -> Tri.FlexDiagonal diag sh a inverseDiagonal a = MatrixShape.caseTriDiag (MatrixShape.triangularDiag $ Array.shape a) a (Array.map recip a) inverseTriangular :: (MatrixShape.UpLo lo up, MatrixShape.TriDiag diag, Shape.C sh, Class.Floating a) => Triangular lo diag up sh a -> Triangular lo diag up sh a inverseTriangular (Array shape@(MatrixShape.Triangular diag uplo order sh) a) = Array.unsafeCreateWithSize shape $ \triSize bPtr -> evalContT $ do uploPtr <- Call.char $ uploFromOrder $ uploOrder uplo order diagPtr <- Call.char $ charFromTriDiag diag nPtr <- Call.cint $ Shape.size sh aPtr <- ContT $ withForeignPtr a liftIO $ do copyBlock triSize aPtr bPtr withInfo "tptri" $ LapackGen.tptri uploPtr diagPtr nPtr bPtr inverseSymmetric :: (Shape.C sh, Class.Floating a) => Symmetric sh a -> Symmetric sh a inverseSymmetric (Array shape@(MatrixShape.Triangular _diag _uplo order sh) a) = Array.unsafeCreateWithSize shape $ Symmetric.inverse NonConjugated order (Shape.size sh) a determinant :: (MatrixShape.Content lo, MatrixShape.Content up, MatrixShape.TriDiag diag, Shape.C sh, Class.Floating a) => Triangular lo diag up sh a -> a determinant = Tri.getMultiplyRight $ MatrixShape.switchDiagUpLoSym (Tri.MultiplyRight determinantTriangular) (Tri.MultiplyRight determinantTriangular) (Tri.MultiplyRight determinantTriangular) (Tri.MultiplyRight $ determinantSymmetric . strictNonUnitDiagonal) determinantTriangular :: (MatrixShape.DiagUpLo lo up, Shape.C sh, Class.Floating a) => Triangular lo diag up sh a -> a determinantTriangular = product . Array.toList . takeDiagonal determinantSymmetric :: (Shape.C sh, Class.Floating a) => Symmetric sh a -> a determinantSymmetric (Array (MatrixShape.Triangular _diag _uplo order sh) a) = unsafePerformIO $ Symmetric.determinant NonConjugated peekBlockDeterminant order (Shape.size sh) a peekBlockDeterminant :: (Class.Floating a) => (Ptr a, Maybe (Ptr a, Ptr a)) -> IO a peekBlockDeterminant (a0Ptr,ext) = do a0 <- peek a0Ptr case ext of Nothing -> return a0 Just (a1Ptr,bPtr) -> do a1 <- peek a1Ptr b <- peek bPtr return (a0*a1 - b*b)