{-# LANGUAGE TemplateHaskell #-} module Main (main) where import Control.Monad import Data.List import qualified Data.IntMap as IM import qualified Data.IntSet as IS import qualified Data.Map as Map import qualified Data.Set as Set import Data.VectorSpace import Test.HUnit hiding (Test) import Test.QuickCheck hiding ((.&&.), (.||.)) import qualified Test.QuickCheck as QC import qualified Test.QuickCheck.Monadic as QM import Test.Framework (Test, defaultMain, testGroup) import Test.Framework.TH import Test.Framework.Providers.HUnit import Test.Framework.Providers.QuickCheck2 import qualified Data.Interval as Interval import Data.OptDir import ToySolver.Data.AlgebraicNumber.Real import ToySolver.Data.ArithRel import ToySolver.Data.FOL.Arith import qualified ToySolver.Data.LA as LA import qualified ToySolver.Data.Polynomial as P import ToySolver.Data.Var import qualified ToySolver.Arith.FourierMotzkin as FourierMotzkin import qualified ToySolver.Arith.FourierMotzkin.Optimization as FMOpt import qualified ToySolver.Arith.OmegaTest as OmegaTest import qualified ToySolver.Arith.OmegaTest.Base as OmegaTest import qualified ToySolver.Arith.Cooper as Cooper import qualified ToySolver.Arith.CAD as CAD import qualified ToySolver.Arith.Simplex2 as Simplex2 import qualified ToySolver.Arith.ContiTraverso as ContiTraverso import qualified ToySolver.Arith.VirtualSubstitution as VirtualSubstitution ------------------------------------------------------------------------ {- Example from the OmegaTest paper 7x + 12y + 31z = 17 3x + 5y + 14z = 7 1 ≤ x ≤ 40 -50 ≤ y ≤ 50 satisfiable in R satisfiable in Z (declare-fun x () Int) (declare-fun y () Int) (declare-fun z () Int) (assert (= (+ (* 7 x) (* 12 y) (* 31 z)) 17)) (assert (= (+ (* 3 x) (* 5 y) (* 14 z)) 7)) (assert (<= 1 x)) (assert (<= x 40)) (assert (<= (- 50) y)) (assert (<= y 50)) (check-sat) ; => sat (get-model) Just (DNF {unDNF = [[Nonneg (fromTerms [(-17,-1),(7,0),(12,1),(31,2)]),Nonneg (fromTerms [(17,-1),(-7,0),(-12,1),(-31,2)]),Nonneg (fromTerms [(-7,-1),(3,0),(5,1),(14,2)]),Nonneg (fromTerms [(7,-1),(-3,0),(-5,1),(-14,2)]),Nonneg (fromTerms [(-1,-1),(1,0)]),Nonneg (fromTerms [(40,-1),(-1,0)]),Nonneg (fromTerms [(50,-1),(1,1)]),Nonneg (fromTerms [(50,-1),(-1,1)])]]}) 7x+12y+31z - 17 >= 0 -7x-12y-31z + 17 >= 0 3x+5y+14z - 7 >= 0 -3x-5y-14z + 7 >= 0 x - 1 >= 0 -x + 40 >= 0 y + 50 >= 0 -y + 50 >= 0 -} test1 :: Formula (Atom Rational) test1 = c1 .&&. c2 .&&. c3 .&&. c4 where x = Var 0 y = Var 1 z = Var 2 c1 = 7*x + 12*y + 31*z .==. 17 c2 = 3*x + 5*y + 14*z .==. 7 c3 = 1 .<=. x .&&. x .<=. 40 c4 = (-50) .<=. y .&&. y .<=. 50 test1' :: (VarSet, [LA.Atom Rational]) test1' = (IS.fromList [0,1,2], [c1, c2] ++ c3 ++ c4) where x = LA.var 0 y = LA.var 1 z = LA.var 2 c1 = 7*^x ^+^ 12*^y ^+^ 31*^z .==. LA.constant 17 c2 = 3*^x ^+^ 5*^y ^+^ 14*^z .==. LA.constant 7 c3 = [LA.constant 1 .<=. x, x .<=. LA.constant 40] c4 = [LA.constant (-50) .<=. y, y .<=. LA.constant 50] {- Example from the OmegaTest paper 27 ≤ 11x+13y ≤ 45 -10 ≤ 7x-9y ≤ 4 satisfiable in R but unsatisfiable in Z (declare-fun x () Int) (declare-fun y () Int) (define-fun t1 () Int (+ (* 11 x) (* 13 y))) (define-fun t2 () Int (- (* 7 x) (* 9 y))) (assert (<= 27 t1)) (assert (<= t1 45)) (assert (<= (- 10) t2)) (assert (<= t2 4)) (check-sat) ; unsat (get-model) -} test2 :: Formula (Atom Rational) test2 = c1 .&&. c2 where x = Var 0 y = Var 1 t1 = 11*x + 13*y t2 = 7*x - 9*y c1 = 27 .<=. t1 .&&. t1 .<=. 45 c2 = (-10) .<=. t2 .&&. t2 .<=. 4 test2' :: (VarSet, [LA.Atom Rational]) test2' = ( IS.fromList [0,1] , [ LA.constant 27 .<=. t1 , t1 .<=. LA.constant 45 , LA.constant (-10) .<=. t2 , t2 .<=. LA.constant 4 ] ) where x = LA.var 0 y = LA.var 1 t1 = 11*^x ^+^ 13*^y t2 = 7*^x ^-^ 9*^y genLAExpr :: [Var] -> Gen (LA.Expr Rational) genLAExpr vs = do size <- choose (0,3) liftM LA.fromTerms $ replicateM size $ do x <- elements (LA.unitVar : vs) c <- arbitrary return (c,x) genLAExprSmallInt :: [Var] -> Gen (LA.Expr Rational) genLAExprSmallInt vs = do size <- choose (0,3) liftM LA.fromTerms $ replicateM size $ do x <- elements (LA.unitVar : vs) c <- choose (-10,10) return (fromInteger c,x) genQFLAConj :: Gen (VarSet, [LA.Atom Rational]) genQFLAConj = do nv <- choose (0, 5) nc <- choose (0, 5) let vs = IS.fromList [1..nv] cs <- replicateM nc $ do op <- elements [Lt, Le, Ge, Gt, Eql] -- , NEq lhs <- genLAExpr [1..nv] rhs <- genLAExpr [1..nv] return $ arithRel op lhs rhs return (vs, cs) genQFLAConjSmallInt :: Gen (VarSet, [LA.Atom Rational]) genQFLAConjSmallInt = do nv <- choose (0, 3) nc <- choose (0, 3) let vs = IS.fromList [1..nv] cs <- replicateM nc $ do op <- elements [Lt, Le, Ge, Gt, Eql] -- , NEq lhs <- genLAExprSmallInt [1..nv] rhs <- genLAExprSmallInt [1..nv] return $ arithRel op lhs rhs return (vs, cs) genModel :: Arbitrary a => VarSet -> Gen (Model a) genModel xs = do liftM IM.fromList $ forM (IS.toList xs) $ \x -> do val <- arbitrary return (x,val) ------------------------------------------------------------------------ prop_FourierMotzkin_solve :: Property prop_FourierMotzkin_solve = forAll genQFLAConj $ \(vs,cs) -> case FourierMotzkin.solve vs cs of Nothing -> forAll (genModel vs) $ \m -> all (LA.evalAtom m) cs == False Just m -> property $ all (LA.evalAtom m) cs case_FourierMotzkin_test1 :: IO () case_FourierMotzkin_test1 = case uncurry FourierMotzkin.solve test1' of Nothing -> assertFailure "expected: Just\n but got: Nothing" Just m -> forM_ (snd test1') $ \a -> do LA.evalAtom m a @?= True case_FourierMotzkin_test2 :: IO () case_FourierMotzkin_test2 = case uncurry FourierMotzkin.solve test2' of Nothing -> assertFailure "expected: Just\n but got: Nothing" Just m -> forM_ (snd test2') $ \a -> do LA.evalAtom m a @?= True {- Maximize obj: x1 + 2 x2 + 3 x3 + x4 Subject To c1: - x1 + x2 + x3 + 10 x4 <= 20 c2: x1 - 3 x2 + x3 <= 30 c3: x2 - 3.5 x4 = 0 Bounds 0 <= x1 <= 40 2 <= x4 <= 3 End -} case_FourierMotzkinOptimization_test1 :: IO () case_FourierMotzkinOptimization_test1 = do Interval.upperBound' i @?= (3005/24, True) and [LA.evalAtom m c | c <- cs] @?= True where (i, f) = FMOpt.optimize (IS.fromList vs) OptMax obj cs m = f (3005/24) vs@[x1,x2,x3,x4] = [1..4] obj = LA.fromTerms [(1,x1), (2,x2), (3,x3), (1,x4)] cs = [ LA.fromTerms [(-1,x1), (1,x2), (1,x3), (10,x4)] .<=. LA.constant 20 , LA.fromTerms [(1,x1), (-3,x2), (1,x3)] .<=. LA.constant 30 , LA.fromTerms [(1,x2), (-3.5,x4)] .==. LA.constant 0 , LA.fromTerms [(1,x1)] .>=. LA.constant 0 , LA.fromTerms [(1,x1)] .<=. LA.constant 40 , LA.fromTerms [(1,x2)] .>=. LA.constant 0 , LA.fromTerms [(1,x3)] .>=. LA.constant 0 , LA.fromTerms [(1,x4)] .>=. LA.constant 2 , LA.fromTerms [(1,x4)] .<=. LA.constant 3 ] ------------------------------------------------------------------------ prop_VirtualSubstitution_solve :: Property prop_VirtualSubstitution_solve = forAll genQFLAConj $ \(vs,cs) -> case VirtualSubstitution.solve vs cs of Nothing -> forAll (genModel vs) $ \m -> all (LA.evalAtom m) cs == False Just m -> property $ all (LA.evalAtom m) cs case_VirtualSubstitution_test1 :: IO () case_VirtualSubstitution_test1 = case uncurry VirtualSubstitution.solve test1' of Nothing -> assertFailure "expected: Just\n but got: Nothing" Just m -> forM_ (snd test1') $ \a -> do LA.evalAtom m a @?= True case_VirtualSubstitution_test2 :: IO () case_VirtualSubstitution_test2 = case uncurry VirtualSubstitution.solve test2' of Nothing -> assertFailure "expected: Just\n but got: Nothing" Just m -> forM_ (snd test2') $ \a -> do LA.evalAtom m a @?= True ------------------------------------------------------------------------ -- too slow disabled_prop_CAD_solve :: Property disabled_prop_CAD_solve = forAll genQFLAConj $ \(vs,cs) -> let vs' = Set.fromAscList $ IS.toAscList vs cs' = map toPRel cs in case CAD.solve vs' cs' of Nothing -> forAll (genModel vs) $ \m -> let m' = Map.fromAscList [(x, fromRational v) | (x,v) <- IM.toAscList m] in all (evalPAtom m') cs' == False Just m -> property $ all (evalPAtom m) cs' case_CAD_test1 :: IO () case_CAD_test1 = case CAD.solve vs cs of Nothing -> assertFailure "expected: Just\n but got: Nothing" Just m -> forM_ cs $ \a -> do evalPAtom m a @?= True where vs = Set.fromAscList $ IS.toAscList $ fst test1' cs = map toPRel $ snd test1' case_CAD_test2 :: IO () case_CAD_test2 = case CAD.solve vs cs of Nothing -> assertFailure "expected: Just\n but got: Nothing" Just m -> forM_ cs $ \a -> do evalPAtom m a @?= True where vs = Set.fromAscList $ IS.toAscList $ fst test2' cs = map toPRel $ snd test2' case_CAD_test_nonlinear_multivariate :: IO () case_CAD_test_nonlinear_multivariate = case CAD.solve vs cs of Nothing -> assertFailure "expected: Just\n but got: Nothing" Just m -> forM_ cs $ \a -> do evalPAtom m a @?= True where vs = Set.fromList [0,1] cs = [x^2 - y^2 - 2 .==. 0, 2*y*x .==. 0] x = P.var (0::Int) y = P.var 1 toP :: LA.Expr Rational -> P.Polynomial Rational Int toP e = P.fromTerms [(c, if x == LA.unitVar then P.mone else P.var x) | (c,x) <- LA.terms e] toPRel :: LA.Atom Rational -> ArithRel (P.Polynomial Rational Int) toPRel = fmap toP evalP :: Map.Map Int AReal -> P.Polynomial Rational Int -> AReal evalP m p = P.eval (m Map.!) $ P.mapCoeff fromRational p evalPAtom :: Map.Map Int AReal -> ArithRel (P.Polynomial Rational Int) -> Bool evalPAtom m (ArithRel lhs op rhs) = evalOp op (evalP m lhs) (evalP m rhs) ------------------------------------------------------------------------ prop_OmegaTest_solve :: Property prop_OmegaTest_solve = forAll genQFLAConjSmallInt $ \(vs,cs) -> case OmegaTest.solve OmegaTest.defaultOptions vs cs of Nothing -> forAll (genModel vs) $ \m -> all (LA.evalAtom (fmap fromInteger m)) cs == False Just m -> property $ all (LA.evalAtom (fmap fromInteger m)) cs case_OmegaTest_test1 :: IO () case_OmegaTest_test1 = case uncurry (OmegaTest.solve OmegaTest.defaultOptions) test1' of Nothing -> assertFailure "expected: Just\n but got: Nothing" Just m -> do forM_ (snd test1') $ \a -> do LA.evalAtom (IM.map fromInteger m) a @?= True case_OmegaTest_test2 :: IO () case_OmegaTest_test2 = case uncurry (OmegaTest.solve OmegaTest.defaultOptions) test2' of Just _ -> assertFailure "expected: Nothing\n but got: Just" Nothing -> return () prop_OmegaTest_zmod = forAll arbitrary $ \a -> forAll arbitrary $ \b -> b /= 0 ==> let c = a `OmegaTest.zmod` b in (a - c) `mod` b == 0 && abs c <= abs b `div` 2 ------------------------------------------------------------------------ prop_Cooper_solve :: Property prop_Cooper_solve = forAll genQFLAConjSmallInt $ \(vs,cs) -> case Cooper.solve vs cs of Nothing -> (forAll (genModel vs) $ \m -> all (LA.evalAtom (fmap fromInteger m)) cs == False) QC..&&. property (OmegaTest.solve OmegaTest.defaultOptions vs cs == Nothing) Just m -> property $ all (LA.evalAtom (fmap fromInteger m)) cs case_Cooper_test1 :: IO () case_Cooper_test1 = case uncurry Cooper.solve test1' of Nothing -> assertFailure "expected: Just\n but got: Nothing" Just m -> do forM_ (snd test1') $ \a -> do LA.evalAtom (IM.map fromInteger m) a @?= True case_Cooper_test2 :: IO () case_Cooper_test2 = case uncurry Cooper.solve test2' of Just _ -> assertFailure "expected: Nothing\n but got: Just" Nothing -> return () ------------------------------------------------------------------------ prop_Simplex2_solve :: Property prop_Simplex2_solve = QM.monadicIO $ do (vs,cs) <- QM.pick genQFLAConj join $ QM.run $ do solver <- Simplex2.newSolver m <- liftM IM.fromList $ forM (IS.toList vs) $ \v -> do v2 <- Simplex2.newVar solver return (v, LA.var v2) let cs' = map (LA.applySubstAtom m) cs forM_ cs' $ \c -> do Simplex2.assertAtomEx solver c ret <- Simplex2.check solver if ret then do m <- Simplex2.getModel solver return $ forM_ cs' $ \c -> QM.assert (LA.evalAtom m c) else do return $ return () case_Simplex2_test1 :: IO () case_Simplex2_test1 = do solver <- Simplex2.newSolver forM_ (IS.toList (fst test1')) $ \_ -> Simplex2.newVar solver mapM_ (Simplex2.assertAtomEx solver) (snd test1') ret <- Simplex2.check solver ret @?= True case_Simplex2_test2 :: IO () case_Simplex2_test2 = do solver <- Simplex2.newSolver forM_ (IS.toList (fst test2')) $ \_ -> Simplex2.newVar solver mapM_ (Simplex2.assertAtomEx solver) (snd test2') ret <- Simplex2.check solver ret @?= True ------------------------------------------------------------------------ -- Too slow disabled_case_ContiTraverso_test1 :: IO () disabled_case_ContiTraverso_test1 = case ContiTraverso.solve P.grlex (fst test1') OptMin (LA.constant 0) (snd test1') of Nothing -> assertFailure "expected: Just\n but got: Nothing" Just m -> do forM_ (snd test1') $ \a -> do LA.evalAtom (IM.map fromInteger m) a @?= True disabled_case_ContiTraverso_test2 :: IO () disabled_case_ContiTraverso_test2 = case ContiTraverso.solve P.grlex (fst test2') OptMin (LA.constant 0) (snd test2') of Just _ -> assertFailure "expected: Nothing\n but got: Just" Nothing -> return () ------------------------------------------------------------------------ -- Test harness main :: IO () main = $(defaultMainGenerator)