module Main where import Prelude hiding (length, sum) import Control.Applicative ((<$>)) import Data.NetCDF import Data.NetCDF.HMatrix import qualified Data.Map as M import Foreign.C import Foreign.Storable import Numeric.Container type VRet a = IO (Either NcError (HVector a)) type MRet a = IO (Either NcError (HRowMajorMatrix a)) main :: IO () main = do -- Open file and access some basic metadata. Right nc <- openFile "z500-short.nc" putStrLn $ "Name: " ++ ncName nc putStrLn $ "Dims: " ++ show (M.keys $ ncDims nc) putStr $ unlines $ map (\(n, s) -> " " ++ n ++ ": " ++ s) $ M.toList $ flip M.map (ncDims nc) $ \d -> show (ncDimLength d) ++ if ncDimUnlimited d then " (UNLIM)" else "" putStrLn $ "Vars: " ++ show (M.keys $ ncVars nc) putStrLn $ "Global attributes: " ++ show (M.keys $ ncAttrs nc) -- Get dimension sizes. let Just ntime = ncDimLength <$> ncDim nc "time" Just nlat = ncDimLength <$> ncDim nc "latitude" Just nlon = ncDimLength <$> ncDim nc "longitude" -- Get longitude variable: metadata, then all values, then a slice -- of values. let (Just lonvar) = ncVar nc "longitude" Right (HVector lon) <- get nc lonvar :: VRet CFloat let mlon = mean lon putStrLn $ "longitude: " ++ show lon ++ " -> " ++ show mlon Right (HVector lon2) <- getS nc lonvar [0] [72] [2] :: VRet CFloat let mlon2 = mean lon2 putStrLn $ "longitude (every 2): " ++ show lon2 ++ " -> " ++ show mlon2 -- Get latitude variable: metadata, then all values, then a slice of -- values. let (Just latvar) = ncVar nc "latitude" Right (HVector lat) <- get nc latvar :: VRet CFloat let mlat = mean lat putStrLn $ "latitude: " ++ show lat ++ " -> " ++ show mlat Right (HVector lat2) <- getS nc latvar [0] [37] [2] :: VRet CFloat let mlat2 = mean lat2 putStrLn $ "latitude (every 2): " ++ show lat2 ++ " -> " ++ show mlat2 -- Get Z500 variable: get a slice, do COARDS short -> double -- scaling, convert units. let (Just zvar) = ncVar nc "z500" putStrLn $ "z500 dims: " ++ show (map ncDimName $ ncVarDims zvar) Right slice1tmp <- getA nc zvar [0, 0, 0] [1, nlat, nlon] :: MRet CShort let (HRowMajorMatrix slice1tmp2) = coardsScale zvar slice1tmp :: HRowMajorMatrix CDouble slice1 = cmap ((/ 9.8) . realToFrac) slice1tmp2 :: Matrix Double putStrLn $ "size slice1 = " ++ show (rows slice1) ++ " x " ++ show (cols slice1) putStrLn $ "lon(i=25) = " ++ show (lon @> (25 - 1)) putStrLn $ "lat(j=40) = " ++ show (lat @> (nlat - 40)) let v @!! (i, j) = v @@> (nlat - i, j - 1) putStrLn $ "slice1(i=25,j=40) = " ++ show (slice1 @!! (25, 40)) mean :: (Storable a, Fractional a) => Vector a -> a mean xs = (foldVector (+) 0 xs) / fromIntegral (dim xs)