{-# LANGUAGE CPP #-} {-# LANGUAGE DeriveDataTypeable #-} {-# LANGUAGE BangPatterns #-} {-# LANGUAGE ScopedTypeVariables #-} -- | -- Module : Data.Scientific -- Copyright : Bas van Dijk 2013 -- License : BSD3 -- Maintainer : Bas van Dijk <v.dijk.bas@gmail.com> -- -- @Data.Scientific@ provides a space efficient and arbitrary precision -- scientific number type. -- -- 'Scientific' numbers are represented using -- <http://en.wikipedia.org/wiki/Scientific_notation scientific notation>. It -- uses an 'Integer' 'coefficient' @c@ and an 'Int' 'base10Exponent' @e@ (do -- note that since we're using an 'Int' to represent the exponent these numbers -- aren't truly arbitrary precision). A scientific number corresponds to the -- 'Fractional' number: @'fromInteger' c * 10 '^^' e@. -- -- The main application of 'Scientific' is to be used as the target of parsing -- arbitrary precision numbers coming from an untrusted source. The advantages -- over using 'Rational' for this are that: -- -- * A 'Scientific' is more efficient to construct. Rational numbers need to be -- constructed using '%' which has to compute the 'gcd' of the 'numerator' and -- 'denominator'. -- -- * 'Scientific' is safe against numbers with huge exponents. For example: -- @1e1000000000 :: 'Rational'@ will fill up all space and crash your -- program. Scientific works as expected: -- -- > > read "1e1000000000" :: Scientific -- > 1.0e1000000000 -- -- * Also, the space usage of converting scientific numbers with huge exponents -- to @'Integral's@ (like: 'Int') or @'RealFloat's@ (like: 'Double' or 'Float') -- will always be bounded by the target type. -- -- /WARNING:/ Although @Scientific@ is an instance of 'Fractional', the methods -- are only partially defined! Specifically 'recip' and '/' will diverge -- (i.e. loop and consume all space) when their outputs have an infinite decimal -- expansion. 'fromRational' will diverge when the input 'Rational' has an -- infinite decimal expansion. -- -- This module is designed to be imported qualified: -- -- @import Data.Scientific as Scientific@ module Data.Scientific ( Scientific -- * Construction , scientific -- * Projections , coefficient , base10Exponent -- * Predicates , isFloating , isInteger -- * Conversions , floatingOrInteger , toRealFloat , toBoundedRealFloat , toBoundedInteger , fromFloatDigits -- * Pretty printing , formatScientific , FPFormat(..) , toDecimalDigits -- * Normalization , normalize ) where ---------------------------------------------------------------------- -- Imports ---------------------------------------------------------------------- import Control.Monad (mplus) import Control.DeepSeq (NFData(rnf)) import Data.Array (Array, listArray, (!)) import Data.Char (intToDigit, ord) import Data.Data (Data) import Data.Function (on) import Data.Functor ((<$>)) import Data.Hashable (Hashable(..)) import Data.Ratio ((%), numerator, denominator) import Data.Typeable (Typeable) import Math.NumberTheory.Logarithms (integerLog10') import qualified Numeric (floatToDigits) import qualified Text.Read as Read import Text.Read (readPrec) import qualified Text.ParserCombinators.ReadPrec as ReadPrec import qualified Text.ParserCombinators.ReadP as ReadP import Text.ParserCombinators.ReadP ( ReadP ) import Data.Text.Lazy.Builder.RealFloat (FPFormat(..)) #if MIN_VERSION_base(4,5,0) import Data.Bits (unsafeShiftR) #else import Data.Bits (shiftR) #endif ---------------------------------------------------------------------- -- Type ---------------------------------------------------------------------- -- | An arbitrary-precision number represented using -- <http://en.wikipedia.org/wiki/Scientific_notation scientific notation>. -- -- This type describes the set of all @'Real's@ which have a finite -- decimal expansion. -- -- A scientific number with 'coefficient' @c@ and 'base10Exponent' @e@ -- corresponds to the 'Fractional' number: @'fromInteger' c * 10 '^^' e@ data Scientific = Scientific { coefficient :: !Integer -- ^ The coefficient of a scientific number. -- -- Note that this number is not necessarily normalized, i.e. -- it could contain trailing zeros. -- -- Scientific numbers are automatically normalized when pretty printed or -- in 'toDecimalDigits'. -- -- Use 'normalize' to do manual normalization. , base10Exponent :: {-# UNPACK #-} !Int -- ^ The base-10 exponent of a scientific number. } deriving (Typeable, Data) -- | @scientific c e@ constructs a scientific number which corresponds -- to the 'Fractional' number: @'fromInteger' c * 10 '^^' e@. scientific :: Integer -> Int -> Scientific scientific = Scientific ---------------------------------------------------------------------- -- Instances ---------------------------------------------------------------------- instance NFData Scientific where rnf (Scientific _ _) = () instance Hashable Scientific where hashWithSalt salt = hashWithSalt salt . toRational instance Eq Scientific where (==) = (==) `on` toRational {-# INLINE (==) #-} (/=) = (/=) `on` toRational {-# INLINE (/=) #-} instance Ord Scientific where (<) = (<) `on` toRational {-# INLINE (<) #-} (<=) = (<=) `on` toRational {-# INLINE (<=) #-} (>) = (>) `on` toRational {-# INLINE (>) #-} (>=) = (>=) `on` toRational {-# INLINE (>=) #-} compare = compare `on` toRational {-# INLINE compare #-} instance Num Scientific where Scientific c1 e1 + Scientific c2 e2 | e1 < e2 = scientific (c1 + c2*l) e1 | otherwise = scientific (c1*r + c2 ) e2 where l = magnitude (e2 - e1) r = magnitude (e1 - e2) {-# INLINE (+) #-} Scientific c1 e1 - Scientific c2 e2 | e1 < e2 = scientific (c1 - c2*l) e1 | otherwise = scientific (c1*r - c2 ) e2 where l = magnitude (e2 - e1) r = magnitude (e1 - e2) {-# INLINE (-) #-} Scientific c1 e1 * Scientific c2 e2 = scientific (c1 * c2) (e1 + e2) {-# INLINE (*) #-} abs (Scientific c e) = Scientific (abs c) e {-# INLINE abs #-} negate (Scientific c e) = Scientific (negate c) e {-# INLINE negate #-} signum (Scientific c _) = Scientific (signum c) 0 {-# INLINE signum #-} fromInteger i = scientific i 0 {-# INLINE fromInteger #-} -- | /WARNING:/ 'toRational' needs to compute the 'Integer' magnitude: -- @10^e@. If applied to a huge exponent this could fill up all space -- and crash your program! -- -- Avoid applying 'toRational' (or 'realToFrac') to scientific numbers -- coming from an untrusted source and use 'toRealFloat' instead. The -- latter guards against excessive space usage. instance Real Scientific where toRational (Scientific c e) | e < 0 = c % magnitude (-e) | otherwise = (c * magnitude e) % 1 {-# INLINE toRational #-} {-# RULES "realToFrac_toRealFloat_Double" realToFrac = toRealFloat :: Scientific -> Double #-} {-# RULES "realToFrac_toRealFloat_Float" realToFrac = toRealFloat :: Scientific -> Float #-} -- | /WARNING:/ 'recip' and '/' will diverge (i.e. loop and consume all space) -- when their outputs have an infinite decimal expansion. 'fromRational' will -- diverge when the input 'Rational' has an infinite decimal expansion. instance Fractional Scientific where recip = fromRational . recip . toRational {-# INLINE recip #-} x / y = fromRational $ toRational x / toRational y {-# INLINE (/) #-} fromRational rational = positivize (longDiv 0 0) (numerator rational) where -- Divide the numerator by the denominator using long division. longDiv :: Integer -> Int -> (Integer -> Scientific) longDiv !c !e 0 = scientific c e longDiv !c !e !n -- TODO: Use a logarithm here! | n < d = longDiv (c * 10) (e - 1) (n * 10) | otherwise = longDiv (c + q) e r where (q, r) = n `quotRem` d d = denominator rational instance RealFrac Scientific where -- | The function 'properFraction' takes a Scientific number @s@ -- and returns a pair @(n,f)@ such that @s = n+f@, and: -- -- * @n@ is an integral number with the same sign as @s@; and -- -- * @f@ is a fraction with the same type and sign as @s@, -- and with absolute value less than @1@. properFraction s@(Scientific c e) | e < 0 = if dangerouslySmall c e then (0, s) else let (q, r) = c `quotRem` magnitude (-e) in (fromInteger q, scientific r e) | otherwise = (toIntegral s, 0) {-# INLINE properFraction #-} -- | @'truncate' s@ returns the integer nearest @s@ -- between zero and @s@ truncate = whenFloating $ \c e -> if dangerouslySmall c e then 0 else fromInteger $ c `quot` magnitude (-e) {-# INLINE truncate #-} -- | @'round' s@ returns the nearest integer to @s@; -- the even integer if @s@ is equidistant between two integers round = whenFloating $ \c e -> if dangerouslySmall c e then 0 else let (q, r) = c `quotRem` magnitude (-e) n = fromInteger q m = if r < 0 then n - 1 else n + 1 f = scientific r e in case signum $ coefficient $ abs f - 0.5 of -1 -> n 0 -> if even n then n else m 1 -> m _ -> error "round default defn: Bad value" {-# INLINE round #-} -- | @'ceiling' s@ returns the least integer not less than @s@ ceiling = whenFloating $ \c e -> if dangerouslySmall c e then if c <= 0 then 0 else 1 else let (q, r) = c `quotRem` magnitude (-e) in fromInteger $! if r <= 0 then q else q + 1 {-# INLINE ceiling #-} -- | @'floor' s@ returns the greatest integer not greater than @s@ floor = whenFloating $ \c e -> if dangerouslySmall c e then if c < 0 then -1 else 0 else fromInteger (c `div` magnitude (-e)) {-# INLINE floor #-} ---------------------------------------------------------------------- -- Internal utilities ---------------------------------------------------------------------- -- | This function is used in the 'RealFrac' methods to guard against -- computing a huge magnitude (-e) which could take up all space. -- -- Think about parsing a scientific number from an untrusted -- string. An attacker could supply 1e-1000000000. Lets say we want to -- 'floor' that number to an 'Int'. When we naively try to floor it -- using: -- -- @ -- floor = whenFloating $ \c e -> -- fromInteger (c `div` magnitude (-e)) -- @ -- -- We will compute the huge Integer: @magnitude 1000000000@. This -- computation will quickly fill up all space and crash the program. -- -- Note that for large /positive/ exponents there is no risk of a -- space-leak since 'whenFloating' will compute: -- -- @fromInteger c * magnitude e :: a@ -- -- where @a@ is the target type (Int in this example). So here the -- space usage is bounded by the target type. -- -- For large negative exponents we check if the exponent is smaller -- than some limit (currently -324). In that case we know that the -- scientific number is really small (unless the coefficient has many -- digits) so we can immediately return -1 for negative scientific -- numbers or 0 for positive numbers. -- -- More precisely if @dangerouslySmall c e@ returns 'True' the -- scientific number @s@ is guaranteed to be between: -- @-0.1 > s < 0.1@. -- -- Note that we avoid computing the number of decimal digits in c -- (log10 c) if the exponent is not below the limit. dangerouslySmall :: Integer -> Int -> Bool dangerouslySmall c e = e < (-limit) && e < (-integerLog10' (abs c)) - 1 {-# INLINE dangerouslySmall #-} limit :: Int limit = maxExpt positivize :: (Ord a, Num a, Num b) => (a -> b) -> (a -> b) positivize f x | x < 0 = -(f (-x)) | otherwise = f x {-# INLINE positivize #-} whenFloating :: (Num a) => (Integer -> Int -> a) -> Scientific -> a whenFloating f s@(Scientific c e) | e < 0 = f c e | otherwise = toIntegral s {-# INLINE whenFloating #-} -- | Precondition: the 'Scientific' @s@ needs to be an integer: -- @base10Exponent (normalize s) >= 0@ toIntegral :: (Num a) => Scientific -> a toIntegral (Scientific c e) = fromInteger c * magnitude e {-# INLINE toIntegral #-} ---------------------------------------------------------------------- -- Exponentiation with a cache for the most common numbers. ---------------------------------------------------------------------- -- | The same limit as in GHC.Float. maxExpt :: Int maxExpt = 324 expts10 :: Array Int Integer expts10 = listArray (0, maxExpt) $ 1 : 10 : go 2 where go :: Int -> [Integer] go !ix = xx : 10*xx : go (ix+2) where xx = x * x x = expts10 ! half #if MIN_VERSION_base(4,5,0) half = ix `unsafeShiftR` 1 #else half = ix `shiftR` 1 #endif -- | @magnitude e == 10 ^ e@ magnitude :: (Num a) => Int -> a magnitude e | e <= maxExpt = cachedPow10 e | otherwise = cachedPow10 maxExpt * 10 ^ (e - maxExpt) where cachedPow10 p = fromInteger (expts10 ! p) {-# INLINE magnitude #-} ---------------------------------------------------------------------- -- Conversions ---------------------------------------------------------------------- -- | Convert a 'RealFloat' (like a 'Double' or 'Float') into a 'Scientific' -- number. -- -- Note that this function uses 'Numeric.floatToDigits' to compute the digits -- and exponent of the 'RealFloat' number. Be aware that the algorithm used in -- 'Numeric.floatToDigits' doesn't work as expected for some numbers, e.g. as -- the 'Double' @1e23@ is converted to @9.9999999999999991611392e22@, and that -- value is shown as @9.999999999999999e22@ rather than the shorter @1e23@; the -- algorithm doesn't take the rounding direction for values exactly half-way -- between two adjacent representable values into account, so if you have a -- value with a short decimal representation exactly half-way between two -- adjacent representable values, like @5^23*2^e@ for @e@ close to 23, the -- algorithm doesn't know in which direction the short decimal representation -- would be rounded and computes more digits fromFloatDigits :: (RealFloat a) => a -> Scientific fromFloatDigits = positivize fromNonNegRealFloat where fromNonNegRealFloat r = go digits 0 0 where (digits, e) = Numeric.floatToDigits 10 r go [] !c !n = Scientific c (e - n) go (d:ds) !c !n = go ds (c * 10 + fromIntegral d) (n + 1) -- | Safely convert a 'Scientific' number into a 'RealFloat' (like a 'Double' or a -- 'Float'). -- -- Note that this function uses 'realToFrac' (@'fromRational' . 'toRational'@) -- internally but it guards against computing huge Integer magnitudes (@10^e@) -- that could fill up all space and crash your program. If the 'base10Exponent' -- of the given 'Scientific' is too big or too small to be represented in the -- target type, Infinity or 0 will be returned respectively. Use -- 'toBoundedRealFloat' which explicitly handles this case by returning 'Left'. -- -- Always prefer 'toRealFloat' over 'realToFrac' when converting from scientific -- numbers coming from an untrusted source. toRealFloat :: (RealFloat a) => Scientific -> a toRealFloat = either id id . toBoundedRealFloat -- | Preciser version of `toRealFloat`. If the 'base10Exponent' of the given -- 'Scientific' is too big or too small to be represented in the target type, -- Infinity or 0 will be returned as 'Left'. toBoundedRealFloat :: forall a. (RealFloat a) => Scientific -> Either a a toBoundedRealFloat s@(Scientific c e) | c == 0 = Right 0 | e > limit && e > hiLimit = Left $ sign (1/0) -- Infinity | e < -limit && e < loLimit && e + d < loLimit = Left $ sign 0 | otherwise = Right $ realToFrac s where (loLimit, hiLimit) = exponentLimits (undefined :: a) d = integerLog10' (abs c) sign x | c < 0 = -x | otherwise = x exponentLimits :: forall a. (RealFloat a) => a -> (Int, Int) exponentLimits _ = (loLimit, hiLimit) where loLimit = floor (fromIntegral lo * log10Radix) - ceiling (fromIntegral digits * log10Radix) hiLimit = ceiling (fromIntegral hi * log10Radix) log10Radix :: Double log10Radix = logBase 10 $ fromInteger radix radix = floatRadix (undefined :: a) digits = floatDigits (undefined :: a) (lo, hi) = floatRange (undefined :: a) -- | Convert a `Scientific` to a bounded integer. -- -- If the given `Scientific` doesn't fit in the target representation, it will -- return `Nothing`. -- -- This function also guards against computing huge Integer magnitudes (@10^e@) -- that could fill up all space and crash your program. toBoundedInteger :: forall i. (Integral i, Bounded i) => Scientific -> Maybe i toBoundedInteger s | c == 0 = fromIntegerBounded 0 | integral = if dangerouslyBig then Nothing else fromIntegerBounded n | otherwise = Nothing where c = coefficient s integral = e >= 0 || e' >= 0 e = base10Exponent s e' = base10Exponent s' s' = normalize s dangerouslyBig = e > limit && e > integerLog10' (max (abs $ toInteger (minBound :: i)) (abs $ toInteger (maxBound :: i))) fromIntegerBounded :: Integer -> Maybe i fromIntegerBounded i | i < toInteger (minBound :: i) || i > toInteger (maxBound :: i) = Nothing | otherwise = Just $ fromInteger i -- This should not be evaluated if the given Scientific is dangerouslyBig -- since it could consume all space and crash the process: n :: Integer n = toIntegral s' -- | @floatingOrInteger@ determines if the scientific is floating point -- or integer. In case it's floating-point the scientific is converted -- to the desired 'RealFloat' using 'toRealFloat'. -- -- Also see: 'isFloating' or 'isInteger'. floatingOrInteger :: (RealFloat r, Integral i) => Scientific -> Either r i floatingOrInteger s | base10Exponent s >= 0 = Right (toIntegral s) | base10Exponent s' >= 0 = Right (toIntegral s') | otherwise = Left (toRealFloat s') where s' = normalize s ---------------------------------------------------------------------- -- Predicates ---------------------------------------------------------------------- -- | Return 'True' if the scientific is a floating point, 'False' otherwise. -- -- Also see: 'floatingOrInteger'. isFloating :: Scientific -> Bool isFloating = not . isInteger -- | Return 'True' if the scientific is an integer, 'False' otherwise. -- -- Also see: 'floatingOrInteger'. isInteger :: Scientific -> Bool isInteger s = base10Exponent s >= 0 || base10Exponent s' >= 0 where s' = normalize s ---------------------------------------------------------------------- -- Parsing ---------------------------------------------------------------------- instance Read Scientific where readPrec = Read.parens $ ReadPrec.lift (ReadP.skipSpaces >> scientificP) -- A strict pair data SP = SP !Integer {-# UNPACK #-}!Int scientificP :: ReadP Scientific scientificP = do let positive = (('+' ==) <$> ReadP.satisfy isSign) `mplus` return True pos <- positive let step :: Num a => a -> Int -> a step a digit = a * 10 + fromIntegral digit {-# INLINE step #-} n <- foldDigits step 0 let s = SP n 0 fractional = foldDigits (\(SP a e) digit -> SP (step a digit) (e-1)) s SP coeff expnt <- (ReadP.satisfy (== '.') >> fractional) ReadP.<++ return s let signedCoeff | pos = coeff | otherwise = (-coeff) eP = do posE <- positive e <- foldDigits step 0 if posE then return e else return (-e) (ReadP.satisfy isE >> ((scientific signedCoeff . (expnt +)) <$> eP)) `mplus` return (scientific signedCoeff expnt) foldDigits :: (a -> Int -> a) -> a -> ReadP a foldDigits f z = do c <- ReadP.satisfy isDecimal let digit = ord c - 48 a = f z digit ReadP.look >>= go a where go !a [] = return a go !a (c:cs) | isDecimal c = do _ <- ReadP.get let digit = ord c - 48 go (f a digit) cs | otherwise = return a isDecimal :: Char -> Bool isDecimal c = c >= '0' && c <= '9' {-# INLINE isDecimal #-} isSign :: Char -> Bool isSign c = c == '-' || c == '+' {-# INLINE isSign #-} isE :: Char -> Bool isE c = c == 'e' || c == 'E' {-# INLINE isE #-} ---------------------------------------------------------------------- -- Pretty Printing ---------------------------------------------------------------------- instance Show Scientific where show = formatScientific Generic Nothing -- | Like 'show' but provides rendering options. formatScientific :: FPFormat -> Maybe Int -- ^ Number of decimal places to render. -> Scientific -> String formatScientific fmt decs scntfc@(Scientific c _) | c < 0 = '-':doFmt fmt (toDecimalDigits (-scntfc)) | otherwise = doFmt fmt (toDecimalDigits scntfc ) where doFmt :: FPFormat -> ([Int], Int) -> String doFmt format (is, e) = let ds = map intToDigit is in case format of Generic -> doFmt (if e < 0 || e > 7 then Exponent else Fixed) (is, e) Exponent -> case decs of Nothing -> let show_e' = show (e-1) in case ds of "0" -> "0.0e0" [d] -> d : ".0e" ++ show_e' (d:ds') -> d : '.' : ds' ++ "e" ++ show_e' [] -> error "formatScientific/doFmt/FFExponent: []" Just dec -> let dec' = max dec 1 in case is of [0] -> '0' :'.' : take dec' (repeat '0') ++ "e0" _ -> let (ei,is') = roundTo (dec'+1) is (d:ds') = map intToDigit (if ei > 0 then init is' else is') in d:'.':ds' ++ 'e':show (e-1+ei) Fixed -> let mk0 ls = case ls of { "" -> "0" ; _ -> ls} in case decs of Nothing | e <= 0 -> "0." ++ replicate (-e) '0' ++ ds | otherwise -> let f 0 s rs = mk0 (reverse s) ++ '.':mk0 rs f n s "" = f (n-1) ('0':s) "" f n s (r:rs) = f (n-1) (r:s) rs in f e "" ds Just dec -> let dec' = max dec 0 in if e >= 0 then let (ei,is') = roundTo (dec' + e) is (ls,rs) = splitAt (e+ei) (map intToDigit is') in mk0 ls ++ (if null rs then "" else '.':rs) else let (ei,is') = roundTo dec' (replicate (-e) 0 ++ is) d:ds' = map intToDigit (if ei > 0 then is' else 0:is') in d : (if null ds' then "" else '.':ds') ---------------------------------------------------------------------- roundTo :: Int -> [Int] -> (Int,[Int]) roundTo d is = case f d True is of x@(0,_) -> x (1,xs) -> (1, 1:xs) _ -> error "roundTo: bad Value" where base = 10 b2 = base `quot` 2 f n _ [] = (0, replicate n 0) f 0 e (x:xs) | x == b2 && e && all (== 0) xs = (0, []) -- Round to even when at exactly half the base | otherwise = (if x >= b2 then 1 else 0, []) f n _ (i:xs) | i' == base = (1,0:ds) | otherwise = (0,i':ds) where (c,ds) = f (n-1) (even i) xs i' = c + i ---------------------------------------------------------------------- -- | Similar to 'Numeric.floatToDigits', @toDecimalDigits@ takes a -- non-negative 'Scientific' number, and returns a list of digits and -- a base-10 exponent. In particular, if @x>=0@, and -- -- > toDecimalDigits x = ([d1,d2,...,dn], e) -- -- then -- -- 1. @n >= 1@ -- 2. @x = 0.d1d2...dn * (10^^e)@ -- 3. @0 <= di <= 9@ -- 4. @null $ takeWhile (==0) $ reverse [d1,d2,...,dn]@ -- -- The last property means that the coefficient will be normalized, i.e. doesn't -- contain trailing zeros. toDecimalDigits :: Scientific -> ([Int], Int) toDecimalDigits (Scientific 0 _) = ([0], 0) toDecimalDigits (Scientific c' e') = (is, n + e) where Scientific c e = normalizePositive c' e' (is, n) = reverseAndLength $ digits c digits :: Integer -> [Int] digits 0 = [] digits i = fromIntegral r : digits q where (q, r) = i `quotRem` 10 reverseAndLength :: [a] -> ([a], Int) reverseAndLength l = rev l [] 0 where rev [] a !m = (a, m) rev (x:xs) a !m = rev xs (x:a) (m+1) ---------------------------------------------------------------------- -- Normalization ---------------------------------------------------------------------- -- | Normalize a scientific number by dividing out powers of 10 from the -- 'coefficient' and incrementing the 'base10Exponent' each time. -- -- You should rarely have a need for this function since scientific numbers are -- automatically normalized when pretty-printed and in 'toDecimalDigits'. normalize :: Scientific -> Scientific normalize (Scientific c e) | c < 0 = -(normalizePositive (-c) e) | c > 0 = normalizePositive c e | otherwise {- c == 0 -} = Scientific 0 0 normalizePositive :: Integer -> Int -> Scientific normalizePositive c !e = case quotRem c 10 of (q, 0) -> normalizePositive q (e+1) _ -> Scientific c e