1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257
|
-----------------------------------------------------------------------------
-- |
-- Module : Data.SBV.Tools.Polynomial
-- Copyright : (c) Levent Erkok
-- License : BSD3
-- Maintainer: erkokl@gmail.com
-- Stability : experimental
--
-- Implementation of polynomial arithmetic
-----------------------------------------------------------------------------
{-# LANGUAGE DataKinds #-}
{-# LANGUAGE FlexibleContexts #-}
{-# LANGUAGE FlexibleInstances #-}
{-# LANGUAGE PatternGuards #-}
{-# LANGUAGE TypeFamilies #-}
{-# LANGUAGE UndecidableInstances #-}
{-# OPTIONS_GHC -Wall -Werror #-}
module Data.SBV.Tools.Polynomial (
-- * Polynomial arithmetic and CRCs
Polynomial(..), crc, crcBV, ites, mdp, addPoly
) where
import Data.Bits (Bits(..))
import Data.List (genericTake)
import Data.Maybe (fromJust, fromMaybe)
import Data.Word (Word8, Word16, Word32, Word64)
import Data.SBV.Core.Data
import Data.SBV.Core.Kind
import Data.SBV.Core.Sized
import Data.SBV.Core.Model
import GHC.TypeLits
-- | Implements polynomial addition, multiplication, division, and modulus operations
-- over GF(2^n). NB. Similar to 'sQuotRem', division by @0@ is interpreted as follows:
--
-- @x `pDivMod` 0 = (0, x)@
--
-- for all @x@ (including @0@)
--
-- Minimal complete definition: 'pMult', 'pDivMod', 'showPolynomial'
class (Num a, Bits a) => Polynomial a where
-- | Given bit-positions to be set, create a polynomial
-- For instance
--
-- @polynomial [0, 1, 3] :: SWord8@
--
-- will evaluate to @11@, since it sets the bits @0@, @1@, and @3@. Mathematicians would write this polynomial
-- as @x^3 + x + 1@. And in fact, 'showPoly' will show it like that.
polynomial :: [Int] -> a
-- | Add two polynomials in GF(2^n).
pAdd :: a -> a -> a
-- | Multiply two polynomials in GF(2^n), and reduce it by the irreducible specified by
-- the polynomial as specified by coefficients of the third argument. Note that the third
-- argument is specifically left in this form as it is usually in GF(2^(n+1)), which is not available in our
-- formalism. (That is, we would need SWord9 for SWord8 multiplication, etc.) Also note that we do not
-- support symbolic irreducibles, which is a minor shortcoming. (Most GF's will come with fixed irreducibles,
-- so this should not be a problem in practice.)
--
-- Passing [] for the third argument will multiply the polynomials and then ignore the higher bits that won't
-- fit into the resulting size.
pMult :: (a, a, [Int]) -> a
-- | Divide two polynomials in GF(2^n), see above note for division by 0.
pDiv :: a -> a -> a
-- | Compute modulus of two polynomials in GF(2^n), see above note for modulus by 0.
pMod :: a -> a -> a
-- | Division and modulus packed together.
pDivMod :: a -> a -> (a, a)
-- | Display a polynomial like a mathematician would (over the monomial @x@), with a type.
showPoly :: a -> String
-- | Display a polynomial like a mathematician would (over the monomial @x@), the first argument
-- controls if the final type is shown as well.
showPolynomial :: Bool -> a -> String
{-# MINIMAL pMult, pDivMod, showPolynomial #-}
polynomial = foldr (flip setBit) 0
pAdd = xor
pDiv x y = fst (pDivMod x y)
pMod x y = snd (pDivMod x y)
showPoly = showPolynomial False
instance Polynomial Word8 where {showPolynomial = sp; pMult = lift polyMult; pDivMod = liftC polyDivMod}
instance Polynomial Word16 where {showPolynomial = sp; pMult = lift polyMult; pDivMod = liftC polyDivMod}
instance Polynomial Word32 where {showPolynomial = sp; pMult = lift polyMult; pDivMod = liftC polyDivMod}
instance Polynomial Word64 where {showPolynomial = sp; pMult = lift polyMult; pDivMod = liftC polyDivMod}
instance Polynomial SWord8 where {showPolynomial b = liftS (sp b); pMult = polyMult; pDivMod = polyDivMod}
instance Polynomial SWord16 where {showPolynomial b = liftS (sp b); pMult = polyMult; pDivMod = polyDivMod}
instance Polynomial SWord32 where {showPolynomial b = liftS (sp b); pMult = polyMult; pDivMod = polyDivMod}
instance Polynomial SWord64 where {showPolynomial b = liftS (sp b); pMult = polyMult; pDivMod = polyDivMod}
instance (KnownNat n, BVIsNonZero n) => Polynomial (SWord n) where {showPolynomial b = liftS (sp b); pMult = polyMult; pDivMod = polyDivMod}
lift :: SymVal a => ((SBV a, SBV a, [Int]) -> SBV a) -> (a, a, [Int]) -> a
lift f (x, y, z) = fromJust $ unliteral $ f (literal x, literal y, z)
liftC :: SymVal a => (SBV a -> SBV a -> (SBV a, SBV a)) -> a -> a -> (a, a)
liftC f x y = let (a, b) = f (literal x) (literal y) in (fromJust (unliteral a), fromJust (unliteral b))
liftS :: SymVal a => (a -> String) -> SBV a -> String
liftS f s
| Just x <- unliteral s = f x
| True = show s
-- | Pretty print as a polynomial
sp :: Bits a => Bool -> a -> String
sp st a
| null cs = '0' : t
| True = foldr (\x y -> sh x ++ " + " ++ y) (sh (last cs)) (init cs) ++ t
where t | st = " :: GF(2^" ++ show n ++ ")"
| True = ""
n = fromMaybe (error "SBV.Polynomial.sp: Unexpected non-finite usage!") (bitSizeMaybe a)
is = [n-1, n-2 .. 0]
cs = map fst $ filter snd $ zip is (map (testBit a) is)
sh 0 = "1"
sh 1 = "x"
sh i = "x^" ++ show i
-- | Add two polynomials
addPoly :: [SBool] -> [SBool] -> [SBool]
addPoly xs [] = xs
addPoly [] ys = ys
addPoly (x:xs) (y:ys) = x .<+> y : addPoly xs ys
-- | Run down a boolean condition over two lists. Note that this is
-- different than zipWith as shorter list is assumed to be filled with
-- sFalse at the end (i.e., zero-bits); which nicely pads it when
-- considered as an unsigned number in little-endian form.
ites :: SBool -> [SBool] -> [SBool] -> [SBool]
ites s xs ys
| Just t <- unliteral s
= if t then xs else ys
| True
= go xs ys
where go [] [] = []
go [] (b:bs) = ite s sFalse b : go [] bs
go (a:as) [] = ite s a sFalse : go as []
go (a:as) (b:bs) = ite s a b : go as bs
-- | Multiply two polynomials and reduce by the third (concrete) irreducible, given by its coefficients.
-- See the remarks for the 'pMult' function for this design choice
polyMult :: SFiniteBits a => (SBV a, SBV a, [Int]) -> SBV a
polyMult (x, y, red)
| isReal x
= error $ "SBV.polyMult: Received a real value: " ++ show x
| not (isBounded x)
= error $ "SBV.polyMult: Received infinite precision value: " ++ show x
| True
= fromBitsLE $ genericTake sz $ r ++ repeat sFalse
where (_, r) = mdp ms rs
ms = genericTake (2*sz) $ mul (blastLE x) (blastLE y) [] ++ repeat sFalse
rs = genericTake (2*sz) $ [fromBool (i `elem` red) | i <- [0 .. foldr max 0 red] ] ++ repeat sFalse
sz = intSizeOf x
mul _ [] ps = ps
mul as (b:bs) ps = mul (sFalse:as) bs (ites b (as `addPoly` ps) ps)
polyDivMod :: SFiniteBits a => SBV a -> SBV a -> (SBV a, SBV a)
polyDivMod x y
| isReal x
= error $ "SBV.polyDivMod: Received a real value: " ++ show x
| not (isBounded x)
= error $ "SBV.polyDivMod: Received infinite precision value: " ++ show x
| True
= ite (y .== 0) (0, x) (adjust d, adjust r)
where adjust xs = fromBitsLE $ genericTake sz $ xs ++ repeat sFalse
sz = intSizeOf x
(d, r) = mdp (blastLE x) (blastLE y)
-- conservative over-approximation of the degree
degree :: [SBool] -> Int
degree xs = walk (length xs - 1) $ reverse xs
where walk n [] = n
walk n (b:bs)
| Just t <- unliteral b
= if t then n else walk (n-1) bs
| True
= n -- over-estimate
-- | Compute modulus/remainder of polynomials on bit-vectors.
mdp :: [SBool] -> [SBool] -> ([SBool], [SBool])
mdp xs ys = go (length ys - 1) (reverse ys)
where degTop = degree xs
go _ [] = error "SBV.Polynomial.mdp: Impossible happened; exhausted ys before hitting 0"
go n (b:bs)
| n == 0 = (reverse qs, rs)
| True = let (rqs, rrs) = go (n-1) bs
in (ites b (reverse qs) rqs, ites b rs rrs)
where degQuot = degTop - n
ys' = replicate degQuot sFalse ++ ys
(qs, rs) = divx (degQuot+1) degTop xs ys'
-- return the element at index i; if not enough elements, return sFalse
-- N.B. equivalent to '(xs ++ repeat sFalse) !! i', but more efficient
idx :: [SBool] -> Int -> SBool
idx [] _ = sFalse
idx (x:_) 0 = x
idx (_:xs) i = idx xs (i-1)
divx :: Int -> Int -> [SBool] -> [SBool] -> ([SBool], [SBool])
divx n _ xs _ | n <= 0 = ([], xs)
divx n i xs ys' = (q:qs, rs)
where q = xs `idx` i
xs' = ites q (xs `addPoly` ys') xs
(qs, rs) = divx (n-1) (i-1) xs' (tail ys')
-- | Compute CRCs over bit-vectors. The call @crcBV n m p@ computes
-- the CRC of the message @m@ with respect to polynomial @p@. The
-- inputs are assumed to be blasted big-endian. The number
-- @n@ specifies how many bits of CRC is needed. Note that @n@
-- is actually the degree of the polynomial @p@, and thus it seems
-- redundant to pass it in. However, in a typical proof context,
-- the polynomial can be symbolic, so we cannot compute the degree
-- easily. While this can be worked-around by generating code that
-- accounts for all possible degrees, the resulting code would
-- be unnecessarily big and complicated, and much harder to reason
-- with. (Also note that a CRC is just the remainder from the
-- polynomial division, but this routine is much faster in practice.)
--
-- NB. The @n@th bit of the polynomial @p@ /must/ be set for the CRC
-- to be computed correctly. Note that the polynomial argument @p@ will
-- not even have this bit present most of the time, as it will typically
-- contain bits @0@ through @n-1@ as usual in the CRC literature. The higher
-- order @n@th bit is simply assumed to be set, as it does not make
-- sense to use a polynomial of a lesser degree. This is usually not a problem
-- since CRC polynomials are designed and expressed this way.
--
-- NB. The literature on CRC's has many variants on how CRC's are computed.
-- We follow the following simple procedure:
--
-- * Extend the message @m@ by adding @n@ 0 bits on the right
--
-- * Divide the polynomial thus obtained by the @p@
--
-- * The remainder is the CRC value.
--
-- There are many variants on final XOR's, reversed polynomials etc., so
-- it is essential to double check you use the correct /algorithm/.
crcBV :: Int -> [SBool] -> [SBool] -> [SBool]
crcBV n m p = take n $ go (replicate n sFalse) (m ++ replicate n sFalse)
where mask = drop (length p - n) p
go c [] = c
go c (b:bs) = go next bs
where c' = drop 1 c ++ [b]
next = ite (head c) (zipWith (.<+>) c' mask) c'
-- | Compute CRC's over polynomials, i.e., symbolic words. The first
-- 'Int' argument plays the same role as the one in the 'crcBV' function.
crc :: (SFiniteBits a, SFiniteBits b) => Int -> SBV a -> SBV b -> SBV b
crc n m p
| isReal m || isReal p
= error $ "SBV.crc: Received a real value: " ++ show (m, p)
| not (isBounded m) || not (isBounded p)
= error $ "SBV.crc: Received an infinite precision value: " ++ show (m, p)
| True
= fromBitsBE $ replicate (sz - n) sFalse ++ crcBV n (blastBE m) (blastBE p)
where sz = intSizeOf p
|