{-# LANGUAGE TypeFamilies #-} module Numeric.LAPACK.Matrix.Hermitian.Eigen ( values, decompose, ) where import Numeric.LAPACK.Matrix.Hermitian.Basic (Hermitian) import Numeric.LAPACK.Matrix.Square.Basic (Square) import qualified Numeric.LAPACK.Matrix.Shape.Private as MatrixShape import Numeric.LAPACK.Matrix.Hermitian.Private (TakeDiagonal(..)) import Numeric.LAPACK.Matrix.Shape.Private (Order(RowMajor,ColumnMajor), uploFromOrder) import Numeric.LAPACK.Vector (Vector) import Numeric.LAPACK.Scalar (RealOf) import Numeric.LAPACK.Private (copyToTemp, copyCondConjugateToTemp, withInfo, eigenMsg) import qualified Numeric.LAPACK.FFI.Complex as LapackComplex import qualified Numeric.LAPACK.FFI.Real as LapackReal import qualified Numeric.Netlib.Utility as Call import qualified Numeric.Netlib.Class as Class import qualified Data.Array.Comfort.Storable.Unchecked.Monadic as ArrayIO 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 Foreign.C.Types (CInt, CChar) import Foreign.Ptr (Ptr, nullPtr) import Foreign.Storable (Storable) import Control.Monad.Trans.Cont (evalContT) import Control.Monad.IO.Class (liftIO) import Data.Complex (Complex) values :: (Shape.C sh, Class.Floating a) => Hermitian sh a -> Vector sh (RealOf a) values = runTakeDiagonal $ Class.switchFloating (TakeDiagonal valuesAux) (TakeDiagonal valuesAux) (TakeDiagonal valuesAux) (TakeDiagonal valuesAux) valuesAux :: (Shape.C sh, Class.Floating a, RealOf a ~ ar, Storable ar) => Hermitian sh a -> Vector sh ar valuesAux (Array (MatrixShape.Hermitian order size) a) = Array.unsafeCreateWithSize size $ \n wPtr -> evalContT $ do jobzPtr <- Call.char 'N' uploPtr <- Call.char $ uploFromOrder order aPtr <- copyToTemp (triangleSize n) a let zPtr = nullPtr ldzPtr <- Call.leadingDim n liftIO $ withInfo eigenMsg "hpev" $ hpev jobzPtr uploPtr n aPtr wPtr zPtr ldzPtr decompose :: (Shape.C sh, Class.Floating a) => Hermitian sh a -> (Square sh a, Vector sh (RealOf a)) decompose = getDecompose $ Class.switchFloating (Decompose decomposeAux) (Decompose decomposeAux) (Decompose decomposeAux) (Decompose decomposeAux) type Decompose_ sh a = Hermitian sh a -> (Square sh a, Vector sh (RealOf a)) newtype Decompose sh a = Decompose {getDecompose :: Decompose_ sh a} decomposeAux :: (Shape.C sh, Class.Floating a, RealOf a ~ ar, Storable ar) => Decompose_ sh a decomposeAux (Array (MatrixShape.Hermitian order size) a) = Array.unsafeCreateWithSizeAndResult (MatrixShape.square ColumnMajor size) $ \_ zPtr -> ArrayIO.unsafeCreateWithSize size $ \n wPtr -> evalContT $ do jobzPtr <- Call.char 'V' uploPtr <- Call.char $ uploFromOrder order aPtr <- copyCondConjugateToTemp (order==RowMajor) (triangleSize n) a ldzPtr <- Call.leadingDim n liftIO $ withInfo eigenMsg "hpev" $ hpev jobzPtr uploPtr n aPtr wPtr zPtr ldzPtr type HPEV_ ar a = Ptr CChar -> Ptr CChar -> Int -> Ptr a -> Ptr ar -> Ptr a -> Ptr CInt -> Ptr CInt -> IO () newtype HPEV a = HPEV {getHPEV :: HPEV_ (RealOf a) a} hpev :: Class.Floating a => HPEV_ (RealOf a) a hpev = getHPEV $ Class.switchFloating (HPEV spevReal) (HPEV spevReal) (HPEV hpevComplex) (HPEV hpevComplex) spevReal :: Class.Real a => HPEV_ a a spevReal jobzPtr uploPtr n apPtr wPtr zPtr ldzPtr infoPtr = evalContT $ do nPtr <- Call.cint n workPtr <- Call.allocaArray (3*n) liftIO $ LapackReal.spev jobzPtr uploPtr nPtr apPtr wPtr zPtr ldzPtr workPtr infoPtr hpevComplex :: Class.Real a => HPEV_ a (Complex a) hpevComplex jobzPtr uploPtr n apPtr wPtr zPtr ldzPtr infoPtr = evalContT $ do nPtr <- Call.cint n workPtr <- Call.allocaArray (max 1 (2*n-1)) rworkPtr <- Call.allocaArray (max 1 (3*n-2)) liftIO $ LapackComplex.hpev jobzPtr uploPtr nPtr apPtr wPtr zPtr ldzPtr workPtr rworkPtr infoPtr