{-# LANGUAGE MultiParamTypeClasses #-} {-# LANGUAGE FlexibleContexts #-} -- | This module defines general-purpose functions not specific to the Class Number algorithm, but required by it. module Quipper.Algorithms.CL.Auxiliary where import Quipper import Quipper.Libraries.Arith hiding (q_ext_euclid, q_add, q_mult, q_div_exact, q_add_in_place, q_add_param_in_place, q_div, q_mult_param, q_mod_unsigned, q_sub_in_place, q_increment) import qualified Quipper.Libraries.Arith as Arith import Quipper.Libraries.FPReal -- Needed to define boxed arithmetic functions: import Quipper.Internal import Data.Maybe import Control.Monad -- ====================================================================== -- * Classical functions -- ====================================================================== -- ** Control -- | Assert that a condition is true, otherwise throwing an error with a given -- error message, in a functional setting. assert :: Bool -> String -> a -> a assert condition error_message x = if condition then x else error error_message -- | Assert a condition, imperatively in a monad. assertM :: (Monad m) => Bool -> String -> m () assertM b errorstring = if b then return () else error errorstring -- | Given a list of monadic actions and a predicate on their results, -- do the actions in sequence until one produces a result satisfying -- the predicate; return this result. sequence_until :: (Monad m) => (a -> Bool) -> [m a] -> m (Maybe a) sequence_until _ [] = return Nothing sequence_until p (m0:ms) = do a0 <- m0 if p a0 then return (Just a0) else sequence_until p ms -- | Test whether elements of a list are all equal all_eq :: (Eq a) => [a] -> Bool all_eq [] = True all_eq [a] = True all_eq (a:b:rest) = (a == b) && all_eq (b:rest) -- | Apply a function to data while condition holds true. For example: -- -- > while (not . isReduced . fst) rho ideal -- -- will apply the function /rho/ to an ideal-with-distance while it is -- not yet reduced (until it is reduced). while :: (a -> Bool) -> (a -> a) -> a -> a while cond func x = if (cond x) then while cond func (func x) else x -- | Like 'while', but with a known bound on number of iterations. This -- construct can be converted to a quantum circuit, while a general unbounded -- 'while' cannot be lifted. bounded_while :: (Integral int) => (a -> Bool) -> int -> (a -> a) -> a -> a bounded_while cond bound func x | bound < 0 = error "bounded_while: negative bound" | bound == 0 && (not $ cond x) = x | bound == 0 = error "bounded_while: last iteration doesn't satisfy condition" | otherwise = bounded_while cond (bound-1) func x' where x' = if (cond x) then func x else x -- | A bounded version of Haskell 'iterate' function that produces an infinite -- list. This function produces a finite bounded list. bounded_iterate :: (Integral int) => int -> (a -> a) -> a -> [a] bounded_iterate bound func x | bound < 0 = error "negative bound in bounded_iterate" | bound == 0 = [x] | otherwise = x : bounded_iterate (bound-1) (func) (func x) -- =========================================== -- ** Mathematical functions -- | Generate primes using the Sieve of Eratosthenes. Straightforward -- implementation - when a prime is found, filter all of its multiples -- out of the already filtered list. This implementation may eventually blow -- out of stack, but it should grow with the number of primes, which seems -- to be O(log log n). primes :: (Integral a) => [a] primes = primesn (2 : [ k*2+1 | k <- [1..] ]) where primesn (n:xs) = n : (primesn (filter (\k -> k `mod` n /= 0) xs)) primesn [] = undefined -- keep the compiler happy -- | Generate primes up to a given number. See implementation of 'primes' for -- details. primes_to :: (Integral a) => a -> [a] primes_to k = takeWhile (<= k) primes -- | Check if a number is square-free (by brute force). is_square_free :: (Integral a) => a -> Bool is_square_free n = (n /= 0) && (not $ any (\p -> (p*p) `divides` n) $ takeWhile (\x -> x^2 <= (abs n)) [2..]) -- | Compute the Jacobi symbol. The definition and algorithm description is -- taken from <http://en.wikipedia.org/wiki/Jacobi_symbol>. jacobi_symbol :: (Integral a, Num b) => a -> a -> b jacobi_symbol a p = jacobi_symbol' a p where -- The actual implementation of the algorithm. Splitted away to allow -- logging. jacobi_symbol' a p | a == 0 = 0 | a == 1 = 1 -- Rule 4 | a == 2 = if (p `mod` 8 == 1 || p `mod` 8 == 7) then 1 else -1 -- Rule 8 | a >= p = jacobi_symbol (a `mod` p) p -- Rule 2 | 2 `divides` a = (jacobi_symbol (a `div` 2) p) * (jacobi_symbol 2 p) -- Rule 4 | otherwise = (if p `mod` 4 == 3 && a `mod` 4 == 3 then -1 else 1) -- Rule 6 * (jacobi_symbol p a) -- | @'mod_with_max' /x/ /y/ /max/@: reduce /x/ modulo /y/, returning the unique representative /x'/ in the range /max/ – /y/ < /x'/ ≤ /max/. mod_with_max :: (Integral a) => a -> a -> a -> a mod_with_max x y max = max - ((max - x) `mod` y) -- | Integer division with asserts making sure that the denominator -- indeed divides the numerator. divchk :: (Show a, Integral a) => a -> a -> a divchk nom denom = if (nom `mod` denom == 0) then nom `div` denom else error ("divchk: " ++ show denom ++ " does not divide " ++ show nom ++ "!") -- | @'extended_euclid' /a/ /b/@: return (/d/,/x/,/y/), -- such that /d/ = gcd(/a/,/b/), and /ax/ + /by/ = /d/. extended_euclid :: Integral a => a -> a -> (a, a, a) extended_euclid a b = if (b == 0) then (a, 1, 0) else (d, x, y) where (d', x', y') = extended_euclid b (a `mod` b) (d, x, y ) = (d', y', x' - (a `div` b)*y') -- | @/a/ `divides` /b/@: return 'True' if /a/ divides /b/. divides :: (Integral a) => a -> a -> Bool divides denom nom = (nom `mod` denom == 0) -- | Test whether a real number is an integer. is_int :: (RealFrac a, Eq a) => a -> Bool is_int x = x == (fromIntegral $ round x) -- | Generate the list of integers describing the continued fraction of a given -- rational number. Since the number is rational, the expansion is finite. -- -- Each rational number /q/ is equal to a unique expression of the form -- -- > [image contfrac.png] -- -- where /n/ ≥ 0, /a/[sub 0] is an integer, /a/[sub 1], …, /a/[sub /n/] are -- positive integers, and /a/[sub /n/] ≠ 1 unless /n/=0. This is called the -- (short) continued fraction expansion of /q/. The function 'continued_list' inputs -- two integers /num/ and /denom/, computes the continued fraction expansion of -- /q/ = /num/ \/ /denom/, and returns the non-empty sequence -- [/a/[sub 0], …, /a/[sub /n/]]. continued_list :: (Integral int) => int -> int -> [int] continued_list _ 0 = [] continued_list num denom = int_part : continued_list denom num' where int_part = num `div` denom num' = num - int_part*denom -- | Generate a list of convergents from a continued fraction (as described by -- the non-empty list of integers of that fraction). convergents :: (Integral int, Fractional a) => [int] -> [a] convergents as = recursive (0,1) (1,0) as where recursive (h0, k0) (h1, k1) [] = [] recursive (h0, k0) (h1, k1) (a2:as) = b2 : recursive (h1, k1) (h2, k2) as where h2 = a2 * h1 + h0 k2 = a2 * k1 + k0 b2 = (fromIntegral h2) / (fromIntegral k2) -- =========================================== -- * Quantum functions -- =========================================== -- =========================================== -- ** Generic blackboxing -- | Unimplemented components need to be given as black boxes — like named gates, -- except their types may not just be an endomorphism; like subroutines, except -- with only a placeholder on the inside. -- -- For this module, black boxes are only needed for classical functional routines, -- i.e. with type qa -> Circ (qa, qb) blackbox :: (QData qa, QData qb) => String -> qb -> qa -> Circ (qa,qb) blackbox n out_shape = box n $ \qx -> do qy <- qinit $ qc_false out_shape (qx,qy) <- named_gate n (qx,qy) return (qx,qy) -- =========================================== -- ** Boxed imported arithmetic -- $ To reduce the printed sizes of circuits, we box all imported arithmetic components. -- | Like 'box', but prepends \"Arith.\" to subroutine names, -- as a crude form of namespace management. arithbox :: (QCData qa, QCData qb, QCurry qa_qb qa qb) => String -> qa_qb -> qa_qb arithbox n = box ("Arith." ++ n) -- | Boxed analogue of 'Arith.q_ext_euclid'. q_ext_euclid :: QDInt -> QDInt -> Circ (QDInt,QDInt,QDInt,QDInt,QDInt) q_ext_euclid = arithbox "q_ext_euclid" Arith.q_ext_euclid -- | Boxed analogue of 'Arith.q_add'. q_add :: QDInt -> QDInt -> Circ (QDInt,QDInt,QDInt) q_add = arithbox "q_add" Arith.q_add -- | Boxed analogue of 'Arith.q_mult'. q_mult :: (QCData qa, QNum qa) => qa -> qa -> Circ (qa,qa,qa) q_mult = arithbox "q_mult" Arith.q_mult -- | Boxed analogue of 'Arith.q_div_exact'. q_div_exact :: QDInt -> QDInt -> Circ (QDInt, QDInt, QDInt) q_div_exact = arithbox "q_div_exact" Arith.q_div_exact -- | Boxed analogue of 'Arith.q_add_in_place'. q_add_in_place :: QDInt -> QDInt -> Circ (QDInt, QDInt) q_add_in_place = arithbox "q_add_in_place" Arith.q_add_in_place -- | Boxed analogue of 'Arith.q_add_param_in_place'. q_add_param_in_place ::IntM -> QDInt -> Circ QDInt q_add_param_in_place = Arith.q_add_param_in_place {- Currently doesn’t work: q_add_param_in_place n = arithbox ("q_add_param_in_place; n = " ++ show n ++ "; ") (Arith.q_add_param_in_place n) -} -- | Boxed analogue of 'Arith.q_div'. q_div :: QDInt -> QDInt -> Circ (QDInt, QDInt, QDInt) q_div = arithbox "q_div" Arith.q_div -- | Boxed analogue of 'Arith.q_mult_param'. q_mult_param :: IntM -> QDInt -> Circ (QDInt, QDInt) q_mult_param = Arith.q_mult_param {- Currently doesn’t work: q_mult_param n = arithbox ("q_mult_param; n = " ++ show n ++ "; ") (Arith.q_mult_param n) -} -- | Boxed analogue of 'Arith.q_mod_unsigned'. q_mod_unsigned :: QDInt -> QDInt -> Circ (QDInt, QDInt, QDInt) q_mod_unsigned = arithbox "q_mod_unsigned" Arith.q_mod_unsigned -- | Boxed analogue of 'Arith.q_sub_in_place'. q_sub_in_place :: QDInt -> QDInt -> Circ (QDInt, QDInt) q_sub_in_place = arithbox "q_sub_in_place" Arith.q_sub_in_place -- | Boxed analogue of 'Arith.q_increment'. q_increment :: QDInt -> Circ QDInt q_increment = arithbox "q_increment" Arith.q_increment -- =========================================== -- ** Other arithmetic functions -- | Turn a 'QDInt' into an 'FPRealQ', with shape specified by another 'FPRealQ' fprealq_of_QDInt_with_shape :: FPRealQ -> QDInt -> Circ (QDInt, FPRealQ) fprealq_of_QDInt_with_shape = blackbox "fprealq_of_QDInt_with_shape" -- | Divide a 'QDInt' by 2, in place. (Behavior on odd integers: so far, not required.) -- As this is not required on odd integers, we can assume that the least significant -- bit is 0, and use an operation equivalent to a right rotate, instead of a right -- shift. This can be achieved by changing the list indices within the 'QDInt', and not -- a quantum operation, but this operation is *NOT* controllable. q_div2 :: QDInt -> Circ QDInt q_div2 = return . qdint_of_qulist_bh . rotate . qulist_of_qdint_bh where rotate as = last as:init as -- | Square a 'QDInt'. This is achieved by creating a copy of the input, using the -- out of place multiplier, and then uncopying the input. q_square :: QDInt -> Circ (QDInt,QDInt) q_square qx = do qx' <- qc_copy qx (qx,qx',qxqx) <- q_mult qx qx' qx <- qc_uncopy_fun qx qx' return (qx,qxqx) -- | Test whether a 'QDInt' is (strictly) greater than a parameter 'IntM'. q_gt_param :: QDInt -> IntM -> Circ (QDInt,Qubit) q_gt_param qx y = do let y' = intm_promote y qx "q_gt_param: qx and y must be of the same length" qy <- qinit y' (qx, qy, qx_gt_y) <- q_gt qx qy qterm y' qy return (qx, qx_gt_y) -- | Test whether a 'QDInt' is greater than or equal to a parameter 'IntM'. q_ge_param :: QDInt -> IntM -> Circ (QDInt,Qubit) q_ge_param qx y = do let y' = intm_promote y qx "q_ge_param: qx and y must be of the same length" qy <- qinit y' (qx, qy, qx_ge_y) <- q_ge qx qy qterm y' qy return (qx, qx_ge_y) -- | @'q_mod_semi_signed' /x/ /y/@: reduce /x/ modulo /y/. /x/ is -- treated as signed, /y/ as unsigned. -- -- Note: not non-linear safe in /x/. q_mod_semi_signed :: QDInt -> QDInt -> Circ (QDInt,QDInt,QDInt) q_mod_semi_signed = box "mod" $ \x y -> do -- Approach: if x < 0, then (-1-x) >= 0, and -- x `mod` y == (y-1) - ((-1-x) `mod` y) -- -- The (cheap) operations before and after 'q_mod_semi_signed' are -- therefore conditioned on the sign of x; the (expensive) -- 'q_mod_semi_signed' is performed just once, unconditionally. x_mod_y <- with_computed (do sign_x <- case qdint_length x of 0 -> qinit False _ -> qc_copy $ head $ qulist_of_qdint_bh x x <- q_negate_in_place x `controlled` sign_x x <- q_decrement x `controlled` sign_x (_, _, x') <- q_mod_unsigned x y x' <- q_increment x' `controlled` sign_x x' <- q_negate_in_place x' `controlled` sign_x (y,x') <- q_add_in_place y x' `controlled` sign_x return x') qc_copy return (x, y, x_mod_y) -- | @'q_mod_with_max' /x/ /y/ /m/@: reduce /x/ modulo /y/, into the range /max/ – /y/ < /x'/ ≤ /max/. (Compare 'mod_with_max'.) q_mod_with_max :: QDInt -> QDInt -> QDInt -> Circ (QDInt,QDInt,QDInt,QDInt) q_mod_with_max x y m = do -- Goal: max - ((max - x) `mod` y) x_modmax_y <- with_computed (do (_, _, x') <- q_sub m x (_, _, x'_mod_y) <- q_mod_semi_signed x' y (_, _, x_modmax_y) <- q_sub m x'_mod_y return x_modmax_y) qc_copy return (x, y, m, x_modmax_y) -- | Obsolete function, retained for testing since it evokes a subtle bug in 'with_computed'. q_mod_2times_buggy :: QDInt -> QDInt -> Circ (QDInt,QDInt,QDInt) q_mod_2times_buggy x a = do x_mod_2a <- with_computed ( do a' <- qc_copy a (a,two_a) <- q_add_in_place a a' x' <- qc_copy x (x_mod_2a,two_a,x_div_2a) <- q_moddiv_unsigned_in_place x' two_a return x_mod_2a ) ( \x_mod_2a -> do x_mod_2a' <- qc_copy x_mod_2a return x_mod_2a' ) return (x,a,x_mod_2a) -- ====================================================================== -- ** Looping combinators -- | Perform a bounded while loop, whose body may produce extra output. q_bounded_while_with_garbage :: (QData qa, QCData qb) => (qa -> Circ (qa,Qubit)) -- ^ the conditional test on the data -> Int -- ^ a bound on the number of times the loop can run -> qa -- ^ the starting value -> (qa -> Circ (qa,qb)) -- ^ the body of the loop -> Circ (qa,qa) -- ^ the initial and final values, and the produced data q_bounded_while_with_garbage _ 0 x _ = qc_copy_fun x q_bounded_while_with_garbage test bound x body = do (x, x_really_out) <- with_computed_fun x (\x -> do x_out <- qinit $ qc_false x failed_before <- qinit False (x_final, x_out, failed_ever, loop_garbage) <- loopM bound (x, x_out, failed_before, []) (\(x_cur, x_out, failed_before, garbage) -> do (x_cur, good_now) <- test x_cur -- If we fail now for the first time, copy the current value to the output value: (x_out, x_cur) <- controlled_not x_out x_cur `controlled` good_now .==. 0 .&&. failed_before .==. 0 -- Going forward, we’ve failed unless we’re good now *and* we’ve not failed before: failed_now <- qinit True failed_now <- qnot failed_now `controlled` good_now .==. 1 .&&. failed_before .==. 0 -- In any case, apply the body again: (x_cur, new_garbage) <- body x_cur return (x_cur, x_out, failed_now, (good_now, failed_before, new_garbage):garbage)) -- If the loop never finished, copy its last value to the output value: (x_out, x_final) <- controlled_not x_out x_final `controlled` failed_ever .==. 0 return (x_out, (x_final, failed_ever, loop_garbage))) (\(x_out, garbage) -> do (x_out, x_really_out) <- qc_copy_fun x_out return ((x_out, garbage), x_really_out)) return (x, x_really_out) -- | Perform a bounded-length while loop, with an endo-typed body. -- -- Note: uses /2 * bound/ ancillas. Can this be avoided? q_bounded_while :: (QCData qa) => (qa -> Circ (qa,Qubit)) -- ^ the conditional statement -> Int -- ^ a bound on the number of times the loop can run -> qa -- ^ the starting value -> (qa -> Circ qa) -- ^ the body of the loop -> Circ (qa,qa) -- ^ return the initial value, and the final post-loop value q_bounded_while _ 0 x _ = qc_copy_fun x q_bounded_while test bound x body = with_computed_fun x (\x -> do (x,c) <- test x x <- body x `controlled` c return (x,c)) (\(x,c) -> bw_aux (bound-1) x c) where -- Auxiliary function: perform the loop with a running control qubit, -- to avoid building up multi-ary controls: -- bw_aux :: Int -> qa -> Qubit -> Circ ((qa,Qubit),qa) -- Oddly, Haskell reads this type signature as generalising qa, -- causing the following to fail to typecheck. bw_aux 0 x c = do (x,x') <- qc_copy_fun x; return ((x,c),x') bw_aux bound x c = do with_computed_fun (x,c) (\(x,c) -> do (x,c') <- test x c'' <- qinit False c'' <- qnot c'' `controlled` [c,c'] x <- body x `controlled` c'' return (x,c,c',c'')) (\(x,c,c',c'') -> do ((x,c''),x') <- bw_aux (bound-1) x c'' return ((x,c,c',c''),x')) -- | Perform a bounded while loop, whose body may produce extra output. q_bounded_while_productive :: (QCData qa, QCData qb) => (qa -> Circ (qa,Qubit)) -- ^ the conditional test on the data -> Int -- ^ a bound on the number of times the loop can run -> qa -- ^ the starting value -> (qa -> Circ (qa,qb)) -- ^ the body of the loop -> Circ (qa,qa,[qb]) -- ^ the initial and final values, and the produced data q_bounded_while_productive test bound x body = do ((x,[]),(x',ys)) <- q_bounded_while (\(x,ys) -> do (x,c) <- test x; return ((x,ys),c)) bound (x,[]) (\(x,ys) -> do (x,y_new) <- body x; return (x,y_new:ys)) return (x,x',ys) -- | Perform a bounded “do_until” loop. q_do_until :: (QCData qa) => Int -- ^ a bound on the number of times the loop can run -> qa -- ^ the starting value -> (qa -> Circ (qa,Qubit)) -- ^ the body of the loop, producing an input to the next iteration, plus a qubit to mark if we’re finished yet. -> Circ (qa,qa) -- ^ return the initial and final values q_do_until bound x body = do with_computed_fun x body (\(x,c) -> do_aux (bound-1) x c) where -- Auxiliary function: perform the loop with a running control qubit, -- to avoid building up multi-ary controls: -- do_aux :: Int -> qa -> Qubit -> Circ ((qa,Qubit),qa) -- Oddly, Haskell reads this type signature as generalising qa, -- causing the following to fail to typecheck. do_aux 0 x c = do (x,x') <- qc_copy_fun x; return ((x,c),x') do_aux bound x c = do with_computed_fun (x,c) (\(x,c) -> do (x,c') <- body x `controlled` c c'' <- qinit False c'' <- qnot c'' `controlled` [c,c'] return (x,c,c',c'')) (\(x,c,c',c'') -> do ((x,c''),x') <- do_aux (bound-1) x c'' return ((x,c,c',c''),x'))