{-# LANGUAGE TypeFamilies #-} module Numeric.LAPACK.Eigen.Hermitian ( values, decompose, ) where import Numeric.LAPACK.Matrix.Hermitian (Hermitian) import Numeric.LAPACK.Matrix.Square (Square) import qualified Numeric.LAPACK.Matrix.Shape.Private as MatrixShape import Numeric.LAPACK.Matrix.Shape.Private (Order(ColumnMajor), uploFromOrder, triangleSize) import Numeric.LAPACK.Vector (Vector) import Numeric.LAPACK.Private (RealOf, copyToTemp, allocArray) 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.Internal as Array import qualified Data.Array.Comfort.Shape as Shape import Data.Array.Comfort.Storable.Internal (Array(Array)) import System.IO.Unsafe (unsafePerformIO) import Foreign.Marshal.Alloc (alloca) import Foreign.C.Types (CInt, CChar) import Foreign.Ptr (Ptr, nullPtr) import Foreign.Storable (Storable, peek) import Control.Monad.Trans.Cont (evalContT) import Control.Monad.IO.Class (liftIO) import Control.Applicative ((<$>)) import Text.Printf (printf) import Data.Complex (Complex) values :: (Shape.C sh, Class.Floating a) => Hermitian sh a -> Vector sh (RealOf a) values = getValues $ Class.switchFloating (Values valuesAux) (Values valuesAux) (Values valuesAux) (Values valuesAux) newtype Values sh a = Values {getValues :: Hermitian sh a -> Vector sh (RealOf a)} 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 -> do evalContT $ do jobzPtr <- Call.char 'N' uploPtr <- Call.char $ uploFromOrder order aPtr <- copyToTemp (triangleSize n) a let zPtr = nullPtr ldzPtr <- Call.cint (max 1 n) liftIO $ withInfo "hpev" $ hpev jobzPtr uploPtr n aPtr wPtr zPtr ldzPtr {- | For symmetric eigenvalue problems, @Eigen.decompose@ and @schur@ coincide. -} 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) = unsafePerformIO $ do let n = Shape.size size let shZ = MatrixShape.Square ColumnMajor size evalContT $ do jobzPtr <- Call.char 'V' uploPtr <- Call.char $ uploFromOrder order aPtr <- copyToTemp (triangleSize n) a (w,wPtr) <- allocArray size (z,zPtr) <- allocArray shZ ldzPtr <- Call.cint n liftIO $ withInfo "hpev" $ hpev jobzPtr uploPtr n aPtr wPtr zPtr ldzPtr return (z, w) withInfo :: String -> (Ptr CInt -> IO ()) -> IO () withInfo name computation = alloca $ \infoPtr -> do computation infoPtr info <- fromIntegral <$> peek infoPtr case compare info (0::Int) of EQ -> return () LT -> error $ printf "%s: illegal value in %d-th argument" name (-info) GT -> error $ printf "%s: %d off-diagonal elements not converging" name info 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