mirror of
https://codeberg.org/ProgramSnail/prog_synthesis.git
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type check preparation: add types to oracle
This commit is contained in:
ProgramSnail
parent
b7963e87a6
commit
edc6c373b0
8 changed files with 179 additions and 803 deletions
4
.gitignore
vendored
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4
.gitignore
vendored
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@ -0,0 +1,4 @@
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02
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**Main
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**.hi
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**.o
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195
escher.hs
195
escher.hs
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@ -15,17 +15,18 @@ import Debug.Trace (trace)
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data Value = BoolV Bool
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| IntV Int
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| ListV [Value]
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| TreeV Tree
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| TreeV (Tree Value)
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deriving (Read, Show, Eq, Ord)
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data Tree = TNode { treeLeft :: Tree, treeRoot :: Value, treeRight :: Tree }
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| TLeaf Value
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data Tree a = TNode { treeLeft :: Tree a, treeRoot :: a, treeRight :: Tree a }
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| TLeaf a
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deriving (Read, Show, Eq, Ord)
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data Type = BoolT
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| IntT
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| ListT
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| TreeT
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| ListT Type
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| TreeT Type
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| AnyT
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deriving (Read, Show, Eq, Ord)
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data Expr = Expr :&&: Expr -- Bool
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@ -52,14 +53,13 @@ data Expr = Expr :&&: Expr -- Bool
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| CreateNodeE { nodeLeft :: Expr, nodeRoot :: Expr, nodeRight :: Expr }
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| CreateLeafE Expr
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| IfE { ifCond :: Expr, ifDoThen :: Expr, ifDoElse :: Expr }-- Control
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| SelfE Expr
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| InputE Expr
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| SelfE [Expr]
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| InputE Int
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| Hole
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deriving (Read, Show, Eq, Ord)
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data Conf = Conf {confInput :: [Value],
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confOracle :: Oracle,
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confProg :: Expr,
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confExamples :: [[Value]]}
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------------
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@ -111,13 +111,17 @@ instance MonadFail Result where
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typeOf :: Value -> Type
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typeOf (BoolV {}) = BoolT
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typeOf (IntV {}) = IntT
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typeOf (ListV {}) = ListT
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typeOf (TreeV {}) = TreeT
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typeOf (ListV (v : _)) = ListT $ typeOf v
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typeOf (ListV []) = ListT AnyT
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typeOf (TreeV (TNode { treeLeft, treeRoot, treeRight })) = TreeT $ typeOf treeRoot
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typeOf (TreeV (TLeaf v)) = TreeT $ typeOf v
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isBool = (== BoolT) . typeOf
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isInt = (== IntT) . typeOf
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isList = (== ListT) . typeOf
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isTree = (== TreeT) . typeOf
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isList x | ListT {} <- typeOf x = True
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| otherwise = False
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isTree x | TreeT {} <- typeOf x = True
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| otherwise = False
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isResult (Result {}) = True
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isResult _ = False
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@ -128,7 +132,7 @@ isRecError _ = False
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isFatalError (FatalError {}) = True
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isFatalError _ = False
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treeHeight :: Tree -> Int
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treeHeight :: Tree a -> Int
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treeHeight (TLeaf {}) = 1
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treeHeight TNode { treeLeft, treeRoot, treeRight } = 1 + (max (treeHeight treeLeft) (treeHeight treeRight) :: Int)
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@ -205,27 +209,120 @@ eval conf (CreateLeafE e) = do v <- eval conf e
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return $ TreeV $ TLeaf v
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eval conf (IfE {ifCond, ifDoThen, ifDoElse}) = do BoolV condB <- eval conf ifCond
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if condB then eval conf ifDoThen else eval conf ifDoElse
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eval conf (SelfE e) = do ListV recInput <- eval conf e
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-- NOTE: replaced guards for better errors description
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-- guard $ length newInput == length (confInput conf)
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-- guard $ and $ zipWith structuralLess newInput (confInput conf)
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if length recInput /= length (confInput conf)
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then FatalError $ "self call different length, new=" ++ show recInput ++ " old=" ++ show (confInput conf) -- TODO: fatal ?
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else do
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if not $ and $ zipWith structuralLess recInput (confInput conf)
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then RecError $ "self call on >= exprs, new=" ++ show recInput ++ " old=" ++ show (confInput conf)
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else do
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case confOracle conf recInput of
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Just recOutput -> if recInput `elem` confExamples conf
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then return recOutput
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else NewExamples $ trace ("newExample: " ++ show [(recInput, recOutput)]) [(recInput, recOutput)]
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Nothing -> FatalError $ "no oracle output on " ++ show recInput
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eval conf (InputE e) = do IntV i <- eval conf e
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if i < 0 || i >= length (confInput conf) -- NOTE: replaced guard for better errors description
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eval conf (SelfE es) = do recInput <- foldM (\es e -> consValsM es (eval conf e)) [] es
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-- NOTE: replaced guards for better errors description
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-- guard $ length newInput == length (confInput conf)
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-- guard $ and $ zipWith structuralLess newInput (confInput conf)
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if length recInput /= length (confInput conf)
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then FatalError $ "self call different length, new=" ++ show recInput ++ " old=" ++ show (confInput conf) -- TODO: fatal ?
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else do
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if not $ and $ zipWith structuralLess recInput (confInput conf)
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then RecError $ "self call on >= exprs, new=" ++ show recInput ++ " old=" ++ show (confInput conf)
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else do
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case confOracle conf recInput of
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Just recOutput -> if recInput `elem` confExamples conf
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then return recOutput
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else NewExamples $ trace ("newExample: " ++ show [(recInput, recOutput)]) [(recInput, recOutput)]
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Nothing -> FatalError $ "no oracle output on " ++ show recInput
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where consValsM :: [Value] -> Result Value -> Result [Value]
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consValsM vs (Result v) = Result $ v : vs
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consValsM _ (FatalError err) = FatalError err
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consValsM _ (RecError err) = RecError err
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consValsM _ (NewExamples ex) = NewExamples ex
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eval conf (InputE i) = do if i < 0 || i >= length (confInput conf) -- NOTE: replaced guard for better errors description
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then FatalError $ "can't access input " ++ show (confInput conf) ++ " by id " ++ show i -- TODO: fatal ?
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else return $ confInput conf !! i -- use !? instead (?)
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eval _ Hole = FatalError "can't eval hole"
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data TypeConf = TypeConf { typeConfInput :: [Type],
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typeConfOutput :: Type }
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checkType :: TypeConf -> Expr -> Maybe Type
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checkType conf (left :&&: right) = do BoolT <- checkType conf left
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BoolT <- checkType conf right
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return BoolT
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checkType conf (left :||: right) = do BoolT <- checkType conf left
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BoolT <- checkType conf right
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return BoolT
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checkType conf (NotE e) = do BoolT <- checkType conf e
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return BoolT
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checkType conf (left :=: right) = do leftT <- checkType conf left
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rightT <- checkType conf right
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guard $ leftT == rightT
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return BoolT
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checkType conf (Leq0 e) = do IntT <- checkType conf e
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return BoolT
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checkType conf (IsEmptyE e) = do ListT _ <- checkType conf e
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return BoolT
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checkType conf (left :+: right) = do IntT <- checkType conf left
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IntT <- checkType conf right
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return IntT
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checkType conf (left :-: right) = do IntT <- checkType conf left
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IntT <- checkType conf right
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return IntT
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checkType conf (IncE e) = do IntT <- checkType conf e
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return IntT
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checkType conf (DecE e) = do IntT <- checkType conf e
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return IntT
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checkType conf ZeroE = return IntT
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checkType conf (Div2E e) = do IntT <- checkType conf e
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return IntT
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checkType conf (TailE e) = do ListT t <- checkType conf e
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return $ ListT t
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checkType conf (HeadE e) = do ListT t <- checkType conf e
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return t
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checkType conf (left :++: right) = do ListT t <- checkType conf left
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ListT u <- checkType conf right
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guard $ t == u
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return $ ListT t
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checkType conf (left ::: right) = do t <- checkType conf left
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ListT u <- checkType conf right
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guard $ t == u
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return $ ListT t
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checkType conf EmptyListE = return $ ListT AnyT -- TODO
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checkType conf (IsLeafE e) = do TreeT _ <- checkType conf e
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return BoolT
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checkType conf (TreeValE e) = do TreeT t <- checkType conf e
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return t
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checkType conf (TreeLeftE e) = do TreeT t <- checkType conf e
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return $ TreeT t
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checkType conf (TreeRightE e) = do TreeT t <- checkType conf e
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return $ TreeT t
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checkType conf (CreateNodeE {nodeLeft, nodeRoot, nodeRight}) = do TreeT t <- checkType conf nodeLeft
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u <- checkType conf nodeRoot
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guard $ t == u
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TreeT w <- checkType conf nodeRight
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guard $ t == w
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return $ TreeT t
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checkType conf (CreateLeafE e) = do t <- checkType conf e
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return $ TreeT t
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checkType conf (IfE {ifCond, ifDoThen, ifDoElse}) = do BoolT <- checkType conf ifCond
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leftT <- checkType conf ifDoThen
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rightT <- checkType conf ifDoElse
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guard $ leftT == rightT
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return leftT
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checkType conf (SelfE es) = do let ts = typeConfInput conf
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guard $ length ts == length es
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guard $ and $ zipWith (\t e -> checkType conf e == Just t) ts es
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return $ typeConfOutput conf
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checkType conf (InputE i) = Just $ typeConfInput conf !! i
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checkType _ Hole = Nothing
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-- checkType _ _ = Nothing
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type Cache = Map Expr (Result Value)
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eval' :: Cache -> Conf -> Expr -> (Result Value, Cache)
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eval' cache conf expr = case expr `Map.lookup` cache of
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Just result -> (result, cache)
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Nothing -> let result = eval conf expr in
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(result, Map.insert expr result cache)
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eval'' :: Conf -> Expr -> SyntState (Result Value)
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eval'' conf expr = do cache <- gets syntCache
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let (result, cache') = eval' cache conf expr
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modify $ \st -> st {syntCache = cache'}
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return result
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------------
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type Oracle = [Value] -> Maybe Value
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@ -248,6 +345,7 @@ data Synt = Synt { syntExprs :: [(Expr, [Maybe Value])],
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syntResolvers :: [Resolver], -- Set Resolver,
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syntExamples :: [[Value]],
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syntOracle :: Oracle,
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syntCache :: Cache,
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syntRoot :: Goal}
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type SyntState a = State Synt a
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@ -281,15 +379,13 @@ fillHoles (CreateNodeE {nodeLeft = Hole, nodeRoot = Hole, nodeRight = Hole})
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fillHoles (CreateLeafE Hole) [e] = CreateLeafE e
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fillHoles (IfE {ifCond = Hole, ifDoThen = Hole, ifDoElse = Hole})
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[ifCond, ifDoThen, ifDoElse] = IfE {ifCond, ifDoThen, ifDoElse}
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fillHoles (SelfE Hole) [e] = SelfE e
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fillHoles (InputE Hole) [e] = InputE e
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fillHoles (InputE ZeroE) [] = InputE ZeroE -- TMP
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fillHoles (SelfE hs) es | all (== Hole) hs && length hs == length es = SelfE es
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fillHoles (InputE i) [] = InputE i
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fillHoles _ _ = undefined
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confBySynt :: [Value] -> Expr -> Synt -> Conf
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confBySynt input expr st = Conf {confInput = input,
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confOracle = syntOracle st,
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confProg = expr,
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confExamples = syntExamples st}
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matchGoal :: Goal -> Expr -> Synt -> Bool
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@ -314,9 +410,9 @@ matchAnyOutputs outputs = do exprs <- gets syntExprs
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step True _ = return True
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step False expr = do exprOutputs <- calcExprOutputs expr
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return $ outputs == exprOutputs -- and $ zipWith sameResults outputs exprOutputs
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-- sameResults (Result left) (Result right) = left == right
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-- sameResults (RecError {}) _ = False
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-- sameResults _ (RecError {}) = False
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sameResults (Result left) (Result right) = left == right
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sameResults (RecError {}) (RecError {}) = True
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sameResults _ _ = False
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-- generate next step of exprs, remove copies
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forwardStep :: Expr -> [Expr] -> SyntState (Maybe Expr)
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@ -415,7 +511,7 @@ terminateStep expr = do doesMatch <- gets $ \st -> matchGoal (syntRoot st) expr
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------ patterns
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patterns0 :: [Expr]
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patterns0 = [ZeroE, EmptyListE, InputE ZeroE] -- TMP: NOTE: for faster search
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patterns0 = [ZeroE, EmptyListE, InputE 0] -- TMP: NOTE: for faster search
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patterns1 :: [Expr]
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patterns1 = [NotE Hole, Leq0 Hole,
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@ -425,8 +521,8 @@ patterns1 = [NotE Hole, Leq0 Hole,
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-- IsLeafE Hole, TreeValE Hole,
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-- TreeLeftE Hole, TreeRightE Hole,
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-- CreateLeafE Hole,
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SelfE Hole,
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InputE Hole
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SelfE [Hole],
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InputE 0
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]
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patterns2 :: [Expr]
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@ -487,6 +583,7 @@ createSynt oracle goals = let root = Goal $ map (Just . snd) goals in
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syntResolvers = [], -- Set.empty
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syntExamples = map fst goals,
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syntOracle = oracle,
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syntCache = Map.empty, -- ??
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syntRoot = root}
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initSynt :: Oracle -> [([Value], Value)] -> SyntState ()
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@ -508,7 +605,7 @@ stepOnAddedExpr expr = do newEx <- saturateStep expr
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foldM_ (const $ trySolveGoal expr) False unsolvedGoals -- solve existing goals
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resolvers <- gets syntResolvers
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foldM_ (const tryResolve) Nothing resolvers -- resolve existing goals
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modify $ \st -> foldl (splitGoalsFold expr exprOutputs) st $ [syntRoot st] -- TODO: use Set.toList $ syntUnsolvedGoals st ?
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modify $ \st -> foldl (splitGoalsFold expr exprOutputs) st [syntRoot st] -- TODO: use Set.toList $ syntUnsolvedGoals st ?
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gets $ \st -> syntRoot st `Map.lookup` syntSolvedGoals st
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where splitGoalsFold expr outputs st goal@(Goal expected) = let matches = zipWith matchResult outputs expected in
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if not $ any (fromMaybe False) matches then st else
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@ -524,7 +621,6 @@ stepOnAddedExpr expr = do newEx <- saturateStep expr
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matchResult (NewExamples {}) _ = Just False
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matchResult _ Nothing = Nothing
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matchResult (RecError {}) _ = Just False
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matchResult (FatalError {}) _ = Just False -- TODO: FIXME: should be none
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matchResult (Result x) (Just y) = Just $ x == y
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-- compareExprOutputs outputs False _ = False
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-- compareExprOutputs outputs True e = do eOutputs <- calcExprOutputs e
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@ -589,14 +685,13 @@ reverseOracle [ListV xs] | all isInt xs = Just $ ListV $ reverse xs
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reverseOracle _ = Nothing
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reverseExpr :: Expr
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reverseExpr = IfE { ifCond = IsEmptyE (InputE ZeroE),
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reverseExpr = IfE { ifCond = IsEmptyE (InputE 0),
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ifDoThen = EmptyListE,
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ifDoElse = SelfE (TailE (InputE ZeroE) ::: EmptyListE) :++: (HeadE (InputE ZeroE) ::: EmptyListE) }
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ifDoElse = SelfE [TailE (InputE 0)] :++: (HeadE (InputE 0) ::: EmptyListE) }
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reverseConf :: Conf
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reverseConf = Conf { confInput = head allExamples,
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confOracle = reverseOracle,
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confProg = reverseExpr,
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confExamples = allExamples }
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--- stutter
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@ -608,14 +703,13 @@ stutterOracle [ListV []] = Just $ ListV []
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stutterOracle _ = Nothing
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stutterExpr :: Expr
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stutterExpr = IfE { ifCond = IsEmptyE (InputE ZeroE),
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stutterExpr = IfE { ifCond = IsEmptyE (InputE 0),
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ifDoThen = EmptyListE,
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ifDoElse = HeadE (InputE ZeroE) ::: (HeadE (InputE ZeroE) ::: SelfE (TailE (InputE ZeroE) ::: EmptyListE)) }
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ifDoElse = HeadE (InputE 0) ::: (HeadE (InputE 0) ::: SelfE [TailE (InputE 0)]) }
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stutterConf :: Conf
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stutterConf = Conf { confInput = head allExamples,
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confOracle = stutterOracle,
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confProg = stutterExpr,
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confExamples = allExamples }
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--- length
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@ -625,14 +719,13 @@ lengthOracle [ListV xs] = Just $ IntV $ length xs
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lengthOracle _ = Nothing
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lengthExpr :: Expr
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lengthExpr = IfE { ifCond = IsEmptyE (InputE ZeroE),
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lengthExpr = IfE { ifCond = IsEmptyE (InputE 0),
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ifDoThen = ZeroE,
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ifDoElse = IncE $ SelfE (TailE (InputE ZeroE) ::: EmptyListE) }
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ifDoElse = IncE $ SelfE [TailE (InputE 0)] }
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lengthConf :: Conf
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lengthConf = Conf { confInput = head allExamples,
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confOracle = lengthOracle,
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confProg = lengthExpr,
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confExamples = allExamples }
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---
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@ -7,7 +7,10 @@ import Control.Monad (foldM)
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import Debug.Trace (trace)
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type Oracle = [Value] -> Maybe Value
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type OracleFunc = [Value] -> Maybe Value
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data Oracle = Oracle { oracleTypes :: TypeConf,
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oracleFunc :: OracleFunc }
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data Conf = Conf {confInput :: [Value],
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confOracle :: Oracle,
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@ -96,7 +99,7 @@ eval conf (SelfE es) = do recInput <- foldM (\es e -> consValsM es (eval conf e)
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if not $ and $ zipWith structuralLess recInput (confInput conf)
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then RecError $ "self call on >= exprs, new=" ++ show recInput ++ " old=" ++ show (confInput conf)
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else do
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case confOracle conf recInput of
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case (oracleFunc $ confOracle conf) recInput of
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Just recOutput -> if recInput `elem` confExamples conf
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then return recOutput
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else NewExamples $ trace ("newExample: " ++ show [(recInput, recOutput)]) [(recInput, recOutput)]
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@ -42,6 +42,16 @@ data Value = BoolV Bool
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| TreeV (Tree Value)
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deriving (Read, Show, Eq, Ord)
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data Type = BoolT
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| IntT
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| ListT Type
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| TreeT Type
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| AnyT
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deriving (Read, Show, Eq, Ord)
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data TypeConf = TypeConf { typeConfInput :: [Type],
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typeConfOutput :: Type }
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data Result a = Result a
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| NewExamples [([Value], Value)]
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| RecError String
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@ -98,5 +108,3 @@ isFatalError _ = False
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treeHeight :: Tree a -> Int
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treeHeight (TLeaf {}) = 1
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treeHeight TNode { treeLeft, treeRoot, treeRight } = 1 + (max (treeHeight treeLeft) (treeHeight treeRight) :: Int)
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@ -218,7 +218,7 @@ syntesisStep steps prevExprs = -- oracle should be defined on the provided emamp
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|
||||
syntesis' :: [[Expr]] -> Int -> Oracle -> [[Value]] -> (Maybe Expr, Synt)
|
||||
syntesis' exprs steps oracle inputs = -- oracle should be defined on the providid examples
|
||||
let outputs = map (fromMaybe undefined . oracle) inputs in
|
||||
let outputs = map (fromMaybe undefined . oracleFunc oracle) inputs in
|
||||
runState (syntesisStep steps exprs) (createSynt oracle $ zip inputs outputs)
|
||||
|
||||
syntesis :: Int -> Oracle -> [[Value]] -> (Maybe Expr, Synt)
|
||||
|
|
@ -233,9 +233,14 @@ allExamples :: [[Value]]
|
|||
-- allExamples = [[ListV [IntV 2, IntV 3]], [ListV [IntV 3]], [ListV []]]
|
||||
allExamples = [[ListV [IntV 1, IntV 2, IntV 3]], [ListV [IntV 2, IntV 3]], [ListV [IntV 3]], [ListV []]]
|
||||
|
||||
listOracleOf :: OracleFunc -> Type -> Oracle
|
||||
listOracleOf f t = Oracle { oracleTypes = TypeConf { typeConfInput = [ListT IntT],
|
||||
typeConfOutput = t },
|
||||
oracleFunc = f }
|
||||
|
||||
--- reverse
|
||||
|
||||
reverseOracle :: Oracle
|
||||
reverseOracle :: OracleFunc
|
||||
-- reverseOracle [ListV xs] = Just $ ListV $ reverse xs
|
||||
reverseOracle [ListV xs] | all isInt xs = Just $ ListV $ reverse xs
|
||||
reverseOracle _ = Nothing
|
||||
|
|
@ -247,12 +252,12 @@ reverseExpr = IfE { ifCond = IsEmptyE (InputE 0),
|
|||
|
||||
reverseConf :: Conf
|
||||
reverseConf = Conf { confInput = head allExamples,
|
||||
confOracle = reverseOracle,
|
||||
confOracle = listOracleOf reverseOracle $ ListT IntT,
|
||||
confExamples = allExamples }
|
||||
|
||||
--- stutter
|
||||
|
||||
stutterOracle :: Oracle
|
||||
stutterOracle :: OracleFunc
|
||||
stutterOracle [ListV (x : xs)] | isInt x = do ListV xs' <- stutterOracle [ListV xs]
|
||||
return $ ListV $ x : x : xs'
|
||||
stutterOracle [ListV []] = Just $ ListV []
|
||||
|
|
@ -265,12 +270,12 @@ stutterExpr = IfE { ifCond = IsEmptyE (InputE 0),
|
|||
|
||||
stutterConf :: Conf
|
||||
stutterConf = Conf { confInput = head allExamples,
|
||||
confOracle = stutterOracle,
|
||||
confOracle = listOracleOf stutterOracle $ ListT IntT,
|
||||
confExamples = allExamples }
|
||||
|
||||
--- length
|
||||
|
||||
lengthOracle :: Oracle
|
||||
lengthOracle :: OracleFunc
|
||||
lengthOracle [ListV xs] = Just $ IntV $ length xs
|
||||
lengthOracle _ = Nothing
|
||||
|
||||
|
|
@ -281,17 +286,17 @@ lengthExpr = IfE { ifCond = IsEmptyE (InputE 0),
|
|||
|
||||
lengthConf :: Conf
|
||||
lengthConf = Conf { confInput = head allExamples,
|
||||
confOracle = lengthOracle,
|
||||
confOracle = listOracleOf lengthOracle IntT,
|
||||
confExamples = allExamples }
|
||||
|
||||
---
|
||||
|
||||
idOracle :: Oracle
|
||||
idOracle :: OracleFunc
|
||||
idOracle [x] = Just x
|
||||
idOracle _ = Nothing
|
||||
|
||||
main = do steps <- readLn :: IO Int
|
||||
print $ fst $ syntesis steps reverseOracle allExamples
|
||||
print $ fst $ syntesis steps (listOracleOf reverseOracle $ ListT IntT) allExamples
|
||||
|
||||
-- main = print $ (SelfE (TailE (InputE ZeroE) ::: EmptyListE) :++: (HeadE (InputE ZeroE) ::: EmptyListE)) `elem` (map fst $ syntExprs $ snd $ syntesis 10 reverseOracle allExamples)
|
||||
-- Just (IfE {ifCond = IsEmptyE (InputE ZeroE), ifDoThen = InputE ZeroE :++: TailE (InputE ZeroE :++: (InputE ZeroE :++: (ZeroE ::: EmptyListE))), ifDoElse = SelfE (TailE (InputE ZeroE) ::: EmptyListE) :++: (HeadE (InputE ZeroE) ::: EmptyListE)})
|
||||
|
|
|
|||
|
|
@ -2,6 +2,7 @@ module Syntesis where
|
|||
|
||||
import Expr
|
||||
import Eval
|
||||
|
||||
import Control.Monad.State
|
||||
import Data.Map.Lazy (Map)
|
||||
import Data.Set (Set)
|
||||
|
|
|
|||
|
|
@ -3,13 +3,6 @@ module TypeCheck where
|
|||
import Expr
|
||||
import Control.Monad
|
||||
|
||||
data Type = BoolT
|
||||
| IntT
|
||||
| ListT Type
|
||||
| TreeT Type
|
||||
| AnyT
|
||||
deriving (Read, Show, Eq, Ord)
|
||||
|
||||
typeOf :: Value -> Type
|
||||
typeOf (BoolV {}) = BoolT
|
||||
typeOf (IntV {}) = IntT
|
||||
|
|
@ -25,9 +18,6 @@ isList x | ListT {} <- typeOf x = True
|
|||
isTree x | TreeT {} <- typeOf x = True
|
||||
| otherwise = False
|
||||
|
||||
data TypeConf = TypeConf { typeConfInput :: [Type],
|
||||
typeConfOutput :: Type }
|
||||
|
||||
checkType :: TypeConf -> Expr -> Maybe Type
|
||||
checkType conf (left :&&: right) = do BoolT <- checkType conf left
|
||||
BoolT <- checkType conf right
|
||||
|
|
@ -70,7 +60,7 @@ checkType conf (left ::: right) = do t <- checkType conf left
|
|||
ListT u <- checkType conf right
|
||||
guard $ t == u
|
||||
return $ ListT t
|
||||
checkType conf EmptyListE = return $ ListT AnyT -- TODO
|
||||
checkType conf EmptyListE = return $ ListT AnyT -- TODO FIXME: deal with AnyT
|
||||
checkType conf (IsLeafE e) = do TreeT _ <- checkType conf e
|
||||
return BoolT
|
||||
checkType conf (TreeValE e) = do TreeT t <- checkType conf e
|
||||
|
|
|
|||
728
escher/escher.hs
728
escher/escher.hs
|
|
@ -1,728 +0,0 @@
|
|||
-- NOTE: it will be important to remove gets on caching addition
|
||||
|
||||
import Control.Monad (guard, liftM, when, unless, foldM, foldM_)
|
||||
import Control.Applicative
|
||||
import Control.Monad.State as State
|
||||
import Data.Map (Map)
|
||||
import Data.Set (Set)
|
||||
import qualified Data.Map as Map
|
||||
import qualified Data.Set as Set
|
||||
import Data.List (inits)
|
||||
import Data.Maybe (fromMaybe, isJust, maybeToList)
|
||||
|
||||
import Debug.Trace (trace)
|
||||
|
||||
data Value = BoolV Bool
|
||||
| IntV Int
|
||||
| ListV [Value]
|
||||
| TreeV Tree
|
||||
deriving (Read, Show, Eq, Ord)
|
||||
|
||||
data Tree = TNode { treeLeft :: Tree, treeRoot :: Value, treeRight :: Tree }
|
||||
| TLeaf Value
|
||||
deriving (Read, Show, Eq, Ord)
|
||||
|
||||
data Type = BoolT
|
||||
| IntT
|
||||
| ListT Type
|
||||
| TreeT Type
|
||||
| AnyT
|
||||
deriving (Read, Show, Eq, Ord)
|
||||
|
||||
data Expr = Expr :&&: Expr -- Bool
|
||||
| Expr :||: Expr
|
||||
| NotE Expr
|
||||
| Expr :=: Expr
|
||||
| Leq0 Expr
|
||||
| IsEmptyE Expr
|
||||
| Expr :+: Expr -- Int
|
||||
| Expr :-: Expr
|
||||
| IncE Expr
|
||||
| DecE Expr
|
||||
| ZeroE
|
||||
| Div2E Expr
|
||||
| TailE Expr -- List
|
||||
| HeadE Expr
|
||||
| Expr :++: Expr -- cat
|
||||
| Expr ::: Expr -- cons
|
||||
| EmptyListE
|
||||
| IsLeafE Expr -- Tree
|
||||
| TreeValE Expr
|
||||
| TreeLeftE Expr
|
||||
| TreeRightE Expr
|
||||
| CreateNodeE { nodeLeft :: Expr, nodeRoot :: Expr, nodeRight :: Expr }
|
||||
| CreateLeafE Expr
|
||||
| IfE { ifCond :: Expr, ifDoThen :: Expr, ifDoElse :: Expr }-- Control
|
||||
| SelfE Expr
|
||||
| InputE Expr
|
||||
| Hole
|
||||
deriving (Read, Show, Eq, Ord)
|
||||
|
||||
data Conf = Conf {confInput :: [Value],
|
||||
confOracle :: Oracle,
|
||||
confExamples :: [[Value]]}
|
||||
|
||||
------------
|
||||
|
||||
data Result a = Result a
|
||||
| NewExamples [([Value], Value)]
|
||||
| RecError String
|
||||
| FatalError String
|
||||
deriving (Read, Show, Eq)
|
||||
|
||||
instance Applicative Result where
|
||||
Result f <*> Result x = Result $ f x
|
||||
NewExamples es <*> NewExamples es' = NewExamples $ es ++ es'
|
||||
RecError err <*> _ = RecError err
|
||||
_ <*> RecError err = RecError err
|
||||
FatalError err <*> _ = FatalError err
|
||||
_ <*> FatalError err = FatalError err
|
||||
NewExamples es <*> _ = NewExamples es
|
||||
_ <*> NewExamples es = NewExamples es
|
||||
pure = Result
|
||||
|
||||
-- m1 <*> m2 = m1 >>= (\x1 -> m2 >>= (\x2 -> return (x1 x2)))
|
||||
instance Monad Result where
|
||||
Result x >>= f = f x
|
||||
NewExamples es >>= _ = NewExamples es
|
||||
RecError err >>= _ = RecError err
|
||||
FatalError err >>= _ = FatalError err
|
||||
return = pure
|
||||
|
||||
instance Alternative Result where
|
||||
empty = undefined -- TMP: no guards used -- FatalError "empty" -- TODO: rec ?
|
||||
RecError err <|> y = y
|
||||
FatalError err <|> y = y
|
||||
NewExamples es <|> _ = NewExamples es
|
||||
r@(Result x) <|> _ = r
|
||||
|
||||
instance Functor Result where
|
||||
fmap = liftM
|
||||
|
||||
instance MonadFail Result where
|
||||
fail _ = RecError "failure" -- TODO: fatal ?
|
||||
|
||||
-- instance (Foldable expr) ??
|
||||
|
||||
-- TODO: check all laws
|
||||
|
||||
------------
|
||||
|
||||
typeOf :: Value -> Type
|
||||
typeOf (BoolV {}) = BoolT
|
||||
typeOf (IntV {}) = IntT
|
||||
typeOf (ListV {}) = ListT
|
||||
typeOf (TreeV {}) = TreeT
|
||||
|
||||
isBool = (== BoolT) . typeOf
|
||||
isInt = (== IntT) . typeOf
|
||||
isList = (== ListT) . typeOf
|
||||
isTree = (== TreeT) . typeOf
|
||||
|
||||
isResult (Result {}) = True
|
||||
isResult _ = False
|
||||
isNewExamples (NewExamples {}) = True
|
||||
isNewExamples _ = False
|
||||
isRecError (RecError {}) = True
|
||||
isRecError _ = False
|
||||
isFatalError (FatalError {}) = True
|
||||
isFatalError _ = False
|
||||
|
||||
treeHeight :: Tree -> Int
|
||||
treeHeight (TLeaf {}) = 1
|
||||
treeHeight TNode { treeLeft, treeRoot, treeRight } = 1 + (max (treeHeight treeLeft) (treeHeight treeRight) :: Int)
|
||||
|
||||
-- TODO: check
|
||||
structuralLess :: Value -> Value -> Bool
|
||||
structuralLess (BoolV left) (BoolV right) = not left && right
|
||||
structuralLess (IntV left) (IntV right) = left < right && left > 0 -- ??
|
||||
-- TODO: require same elems ?
|
||||
structuralLess (ListV left) (ListV right) = length left < length right
|
||||
-- TODO: require subtree ?
|
||||
structuralLess (TreeV left) (TreeV right) = treeHeight left < treeHeight right
|
||||
structuralLess _ _ = False
|
||||
|
||||
eval :: Conf -> Expr -> Result Value
|
||||
eval conf (left :&&: right) = do BoolV leftB <- eval conf left
|
||||
BoolV rightB <- eval conf right
|
||||
return $ BoolV $ leftB && rightB
|
||||
eval conf (left :||: right) = do BoolV leftB <- eval conf left
|
||||
BoolV rightB <- eval conf right
|
||||
return $ BoolV $ leftB || rightB
|
||||
eval conf (NotE e) = do BoolV b <- eval conf e
|
||||
return $ BoolV $ not b
|
||||
eval conf (left :=: right) = do leftV <- eval conf left
|
||||
rightV <- eval conf right
|
||||
return $ BoolV $ leftV == rightV
|
||||
eval conf (Leq0 e) = do IntV i <- eval conf e
|
||||
return $ BoolV $ i <= 0
|
||||
eval conf (IsEmptyE e) = do v <- eval conf e
|
||||
case v of
|
||||
ListV [] -> return $ BoolV True
|
||||
ListV _ -> return $ BoolV False
|
||||
_ -> FatalError $ "Can't take empty not from list" ++ show v
|
||||
eval conf (left :+: right) = do IntV leftI <- eval conf left
|
||||
IntV rightI <- eval conf right
|
||||
return $ IntV $ leftI + rightI
|
||||
eval conf (left :-: right) = do IntV leftI <- eval conf left
|
||||
IntV rightI <- eval conf right
|
||||
return $ IntV $ leftI - rightI
|
||||
eval conf (IncE e) = do IntV i <- eval conf e
|
||||
return $ IntV $ i + 1
|
||||
eval conf (DecE e) = do IntV i <- eval conf e
|
||||
return $ IntV $ i - 1
|
||||
eval conf ZeroE = return $ IntV 0
|
||||
eval conf (Div2E e) = do IntV i <- eval conf e
|
||||
return $ IntV $ i `div` 2
|
||||
eval conf (TailE e) = do ListV (_ : t) <- eval conf e
|
||||
return $ ListV t
|
||||
eval conf (HeadE e) = do ListV (h : _) <- eval conf e
|
||||
return h
|
||||
eval conf (left :++: right) = do ListV leftL <- eval conf left
|
||||
ListV rightL <- eval conf right
|
||||
return $ ListV $ leftL ++ rightL
|
||||
eval conf (left ::: right) = do leftV <- eval conf left
|
||||
ListV rightL <- eval conf right
|
||||
return $ ListV $ leftV : rightL
|
||||
eval conf EmptyListE = return $ ListV []
|
||||
eval conf (IsLeafE e) = do TreeV t <- eval conf e
|
||||
return $ BoolV $ case t of
|
||||
TNode {} -> False
|
||||
TLeaf {} -> True
|
||||
eval conf (TreeValE e) = do TreeV t <- eval conf e
|
||||
return $ case t of
|
||||
n@TNode {} -> treeRoot n
|
||||
TLeaf e -> e
|
||||
eval conf (TreeLeftE e) = do TreeV n@(TNode {}) <- eval conf e
|
||||
return $ TreeV $ treeLeft n
|
||||
eval conf (TreeRightE e) = do TreeV n@(TNode {}) <- eval conf e
|
||||
return $ TreeV $ treeRight n
|
||||
eval conf (CreateNodeE {nodeLeft, nodeRoot, nodeRight}) = do TreeV treeLeft <- eval conf nodeLeft
|
||||
treeRoot <- eval conf nodeRoot
|
||||
TreeV treeRight <- eval conf nodeRight
|
||||
return $ TreeV $ TNode { treeLeft, treeRoot, treeRight }
|
||||
eval conf (CreateLeafE e) = do v <- eval conf e
|
||||
return $ TreeV $ TLeaf v
|
||||
eval conf (IfE {ifCond, ifDoThen, ifDoElse}) = do BoolV condB <- eval conf ifCond
|
||||
if condB then eval conf ifDoThen else eval conf ifDoElse
|
||||
eval conf (SelfE e) = do ListV recInput <- eval conf e
|
||||
-- NOTE: replaced guards for better errors description
|
||||
-- guard $ length newInput == length (confInput conf)
|
||||
-- guard $ and $ zipWith structuralLess newInput (confInput conf)
|
||||
if length recInput /= length (confInput conf)
|
||||
then FatalError $ "self call different length, new=" ++ show recInput ++ " old=" ++ show (confInput conf) -- TODO: fatal ?
|
||||
else do
|
||||
if not $ and $ zipWith structuralLess recInput (confInput conf)
|
||||
then RecError $ "self call on >= exprs, new=" ++ show recInput ++ " old=" ++ show (confInput conf)
|
||||
else do
|
||||
case confOracle conf recInput of
|
||||
Just recOutput -> if recInput `elem` confExamples conf
|
||||
then return recOutput
|
||||
else NewExamples $ trace ("newExample: " ++ show [(recInput, recOutput)]) [(recInput, recOutput)]
|
||||
Nothing -> FatalError $ "no oracle output on " ++ show recInput
|
||||
eval conf (InputE e) = do IntV i <- eval conf e
|
||||
if i < 0 || i >= length (confInput conf) -- NOTE: replaced guard for better errors description
|
||||
then FatalError $ "can't access input " ++ show (confInput conf) ++ " by id " ++ show i -- TODO: fatal ?
|
||||
else return $ confInput conf !! i -- use !? instead (?)
|
||||
eval _ Hole = FatalError "can't eval hole"
|
||||
|
||||
-- TODO: types on container exstraction (polymorphic types / holes or generic containers?), input & oracle types <- change conf
|
||||
checkType :: Conf -> Expr -> Maybe Type
|
||||
checkType conf (left :&&: right) = do BoolT <- checkType conf left
|
||||
BoolT <- checkType conf right
|
||||
return BoolT
|
||||
checkType conf (left :||: right) = do BoolT <- checkType conf left
|
||||
BoolT <- checkType conf right
|
||||
return BoolT
|
||||
checkType conf (NotE e) = do BoolT <- checkType conf e
|
||||
return BoolT
|
||||
checkType conf (left :=: right) = do leftT <- checkType conf left
|
||||
rightT <- checkType conf right
|
||||
guard $ leftT == rightT
|
||||
return BoolT
|
||||
checkType conf (Leq0 e) = do IntT <- checkType conf e
|
||||
return BoolT
|
||||
checkType conf (IsEmptyE e) = do ListT AnyT <- checkType conf e
|
||||
return BoolT
|
||||
checkType conf (left :+: right) = do IntT <- checkType conf left
|
||||
IntT <- checkType conf right
|
||||
return IntT
|
||||
checkType conf (left :-: right) = do IntT <- checkType conf left
|
||||
IntT <- checkType conf right
|
||||
return IntT
|
||||
checkType conf (IncE e) = do IntT <- checkType conf e
|
||||
return IntT
|
||||
checkType conf (DecE e) = do IntT <- checkType conf e
|
||||
return IntT
|
||||
checkType conf ZeroE = return IntT
|
||||
checkType conf (Div2E e) = do IntT <- checkType conf e
|
||||
return IntT
|
||||
checkType conf (TailE e) = do ListT t <- checkType conf e
|
||||
return $ ListT t
|
||||
checkType conf (HeadE e) = do ListT t <- checkType conf e
|
||||
return t
|
||||
checkType conf (left :++: right) = do ListT t <- checkType conf left
|
||||
ListT u <- checkType conf right
|
||||
guard $ t == u
|
||||
return $ ListT t
|
||||
checkType conf (left ::: right) = do t <- checkType conf left
|
||||
ListT u <- checkType conf right
|
||||
guard $ t == u
|
||||
return $ ListT t
|
||||
checkType conf EmptyListE = return ListT
|
||||
checkType conf (IsLeafE e) = do TreeT <- checkType conf e
|
||||
return BoolT
|
||||
checkType conf (TreeValE e) = do TreeT <- checkType conf e
|
||||
return undefined -- FIXME
|
||||
checkType conf (TreeLeftE e) = do TreeT <- checkType conf e
|
||||
return TreeT
|
||||
checkType conf (TreeRightE e) = do TreeT <- checkType conf e
|
||||
return TreeT
|
||||
checkType conf (CreateNodeE {nodeLeft, nodeRoot, nodeRight}) = do TreeT <- checkType conf nodeLeft
|
||||
_ <- checkType conf nodeRoot
|
||||
TreeT <- checkType conf nodeRight
|
||||
return TreeT
|
||||
checkType conf (CreateLeafE e) = do _ <- checkType conf e
|
||||
return TreeT
|
||||
checkType conf (IfE {ifCond, ifDoThen, ifDoElse}) = do BoolT <- checkType conf ifCond
|
||||
leftT <- checkType conf ifDoThen
|
||||
rightT <- checkType conf ifDoElse
|
||||
guard $ leftT == rightT
|
||||
return leftT
|
||||
checkType conf (SelfE e) = do ListT <- checkType conf e
|
||||
return undefined -- FIXME: return oracle retunr type
|
||||
checkType conf (InputE e) = undefined -- FIXME: use predefined input indices, pass input types
|
||||
checkType _ Hole = Nothing
|
||||
-- checkType _ _ = Nothing
|
||||
|
||||
type Cache = Map Expr (Result Value)
|
||||
|
||||
eval' :: Cache -> Conf -> Expr -> (Result Value, Cache)
|
||||
eval' cache conf expr = case expr `Map.lookup` cache of
|
||||
Just result -> (result, cache)
|
||||
Nothing -> let result = eval conf expr in
|
||||
(result, Map.insert expr result cache)
|
||||
|
||||
eval'' :: Conf -> Expr -> SyntState (Result Value)
|
||||
eval'' conf expr = do cache <- gets syntCache
|
||||
let (result, cache') = eval' cache conf expr
|
||||
modify $ \st -> st {syntCache = cache'}
|
||||
return result
|
||||
|
||||
------------
|
||||
|
||||
type Oracle = [Value] -> Maybe Value
|
||||
|
||||
-- bipartite graph, root is Goal
|
||||
newtype Goal = Goal [Maybe Value] -- result or unimportant
|
||||
deriving (Read, Show, Eq, Ord)
|
||||
-- Map sovled :: Goal -> Expr
|
||||
-- Set unsolved
|
||||
-- List Resolvers
|
||||
data Resolver = Resolver { resolverGoal :: Goal,
|
||||
resolverCond :: Goal,
|
||||
resolverThen :: Goal,
|
||||
resolverElse :: Goal } -- ids ??
|
||||
deriving (Read, Show, Eq, Ord)
|
||||
|
||||
data Synt = Synt { syntExprs :: [(Expr, [Maybe Value])],
|
||||
syntSolvedGoals :: Map Goal Expr,
|
||||
syntUnsolvedGoals :: Set Goal,
|
||||
syntResolvers :: [Resolver], -- Set Resolver,
|
||||
syntExamples :: [[Value]],
|
||||
syntOracle :: Oracle,
|
||||
syntCache :: Cache,
|
||||
syntRoot :: Goal}
|
||||
type SyntState a = State Synt a
|
||||
|
||||
------------
|
||||
|
||||
--fill holes in expr with top-level holes
|
||||
fillHoles :: Expr -> [Expr] -> Expr
|
||||
fillHoles (Hole :&&: Hole) [left, right] = left :&&: right
|
||||
fillHoles (Hole :||: Hole) [left, right] = left :||: right
|
||||
fillHoles (NotE Hole) [e] = NotE e
|
||||
fillHoles (Hole :=: Hole) [left, right] = left :=: right
|
||||
fillHoles (Leq0 Hole) [e] = Leq0 e
|
||||
fillHoles (IsEmptyE Hole) [e] = IsEmptyE e
|
||||
fillHoles (Hole :+: Hole) [left, right] = left :+: right
|
||||
fillHoles (Hole :-: Hole) [left, right] = left :-: right
|
||||
fillHoles (IncE Hole) [e] = IncE e
|
||||
fillHoles (DecE Hole) [e] = DecE e
|
||||
fillHoles ZeroE [] = ZeroE
|
||||
fillHoles (Div2E Hole) [e] = Div2E e
|
||||
fillHoles (TailE Hole) [e] = TailE e
|
||||
fillHoles (HeadE Hole) [e] = HeadE e
|
||||
fillHoles (Hole :++: Hole) [left, right] = left :++: right
|
||||
fillHoles (Hole ::: Hole) [left, right] = left ::: right
|
||||
fillHoles EmptyListE [] = EmptyListE
|
||||
fillHoles (IsLeafE Hole) [e] = IsLeafE e
|
||||
fillHoles (TreeValE Hole) [e] = TreeValE e
|
||||
fillHoles (TreeLeftE Hole) [e] = TreeLeftE e
|
||||
fillHoles (TreeRightE Hole) [e] = TreeRightE e
|
||||
fillHoles (CreateNodeE {nodeLeft = Hole, nodeRoot = Hole, nodeRight = Hole})
|
||||
[nodeLeft, nodeRoot, nodeRight] = CreateNodeE {nodeLeft, nodeRoot, nodeRight}
|
||||
fillHoles (CreateLeafE Hole) [e] = CreateLeafE e
|
||||
fillHoles (IfE {ifCond = Hole, ifDoThen = Hole, ifDoElse = Hole})
|
||||
[ifCond, ifDoThen, ifDoElse] = IfE {ifCond, ifDoThen, ifDoElse}
|
||||
fillHoles (SelfE Hole) [e] = SelfE e
|
||||
fillHoles (InputE Hole) [e] = InputE e
|
||||
fillHoles (InputE ZeroE) [] = InputE ZeroE -- TMP
|
||||
fillHoles _ _ = undefined
|
||||
|
||||
confBySynt :: [Value] -> Expr -> Synt -> Conf
|
||||
confBySynt input expr st = Conf {confInput = input,
|
||||
confOracle = syntOracle st,
|
||||
confExamples = syntExamples st}
|
||||
|
||||
matchGoal :: Goal -> Expr -> Synt -> Bool
|
||||
matchGoal (Goal goal) expr st = let examples = syntExamples st in
|
||||
foldl checkOnInput True $ zip examples goal
|
||||
where checkOnInput False _ = False
|
||||
checkOnInput acc (input, output) = let output' = eval (confBySynt input expr st) expr in
|
||||
matchValue output' output -- TODO
|
||||
matchValue (Result x) (Just y) = x == y
|
||||
matchValue _ Nothing = True
|
||||
matchValue _ _ = False
|
||||
|
||||
------ syntesis steps
|
||||
|
||||
calcExprOutputs :: Expr -> SyntState [Result Value]
|
||||
calcExprOutputs expr = gets (\st -> map (\input -> eval (confBySynt input expr st) expr) $ syntExamples st)
|
||||
|
||||
matchAnyOutputs :: [Result Value] -> SyntState Bool
|
||||
matchAnyOutputs outputs = do exprs <- gets syntExprs
|
||||
foldM step False $ map fst exprs
|
||||
where step :: Bool -> Expr -> SyntState Bool
|
||||
step True _ = return True
|
||||
step False expr = do exprOutputs <- calcExprOutputs expr
|
||||
return $ outputs == exprOutputs -- and $ zipWith sameResults outputs exprOutputs
|
||||
sameResults (Result left) (Result right) = left == right
|
||||
sameResults (RecError {}) (RecError {}) = True
|
||||
sameResults _ _ = False
|
||||
|
||||
-- generate next step of exprs, remove copies
|
||||
forwardStep :: Expr -> [Expr] -> SyntState (Maybe Expr)
|
||||
forwardStep comp args = do let expr = fillHoles comp args
|
||||
outputs <- calcExprOutputs expr
|
||||
matchedExisting <- gets $ evalState (matchAnyOutputs outputs)
|
||||
-- TODO: all RecErrors example could be useful on future cases ?
|
||||
if any isFatalError outputs || all isRecError outputs || matchedExisting then return Nothing else do
|
||||
modify $ \st -> st { syntExprs = (expr, []) : syntExprs st}
|
||||
return $ Just expr
|
||||
|
||||
splitGoal :: Goal -> [Bool] -> Resolver
|
||||
splitGoal resolverGoal@(Goal outputs) selector | length outputs == length selector =
|
||||
let resolverCond = Goal $ map (Just . BoolV) selector in
|
||||
let resolverThen = Goal $ zipWith (\v b -> if b then v else Nothing) outputs selector in
|
||||
let resolverElse = Goal $ zipWith (\v b -> if b then Nothing else v) outputs selector in
|
||||
Resolver { resolverGoal, resolverCond, resolverThen, resolverElse }
|
||||
|
||||
-- split goal by its index and by expr (if any answers matched), check if there is same goals to generated
|
||||
splitGoalStep :: Goal -> [Bool] -> SyntState Resolver
|
||||
splitGoalStep goal selector = do let r = splitGoal goal selector
|
||||
resolvers <- gets syntResolvers
|
||||
unless (r `elem` resolvers) $ -- do not add existing resolvers
|
||||
modify $ \st -> st { syntUnsolvedGoals = Set.insert (resolverCond r) $
|
||||
Set.insert (resolverThen r) $
|
||||
Set.insert (resolverElse r) $
|
||||
syntUnsolvedGoals st,
|
||||
syntResolvers = r : syntResolvers st } -- Set.insert
|
||||
return r
|
||||
|
||||
-- TODO: use expr evaluated outputs ?
|
||||
trySolveGoal :: Expr -> Goal -> SyntState Bool
|
||||
trySolveGoal expr goal = do doesMatch <- gets $ matchGoal goal expr
|
||||
if doesMatch then do
|
||||
modify $ \st -> st { syntSolvedGoals = Map.insert goal expr $ syntSolvedGoals st --,
|
||||
-- syntUnsolvedGoals = Set.delete goal $ syntUnsolvedGoals st
|
||||
}
|
||||
return True
|
||||
-- trace ("goal solved: " ++ show goal) -- Tmp: trace
|
||||
else return False
|
||||
|
||||
isGoalSolved :: Goal -> SyntState Bool
|
||||
isGoalSolved goal = gets (Map.member goal . syntSolvedGoals)
|
||||
|
||||
goalSolution :: Goal -> SyntState (Maybe Expr)
|
||||
goalSolution goal = gets (Map.lookup goal . syntSolvedGoals)
|
||||
|
||||
-- find all goals solved by new expr, by expr id it's values on examples, remove solved goals
|
||||
-- returns found expr
|
||||
-- NOTE: goals expected to be resolved
|
||||
resolveStep :: (Expr, Expr, Expr) -> Resolver -> SyntState Expr
|
||||
-- resolveStep r _ | trace ("resolution: " ++ show r) False = undefined -- TMP: trace
|
||||
resolveStep (ifCond, ifDoThen, ifDoElse) r = do let expr = IfE { ifCond, ifDoThen, ifDoElse }
|
||||
let goal = resolverGoal r
|
||||
modify $ \st -> st { syntSolvedGoals = Map.insert goal expr $ syntSolvedGoals st,
|
||||
-- syntUnsolvedGoals = Set.delete goal $ syntUnsolvedGoals st,
|
||||
syntExprs = (expr, []) : syntExprs st }
|
||||
return expr
|
||||
|
||||
tryResolve :: Resolver -> SyntState (Maybe Expr)
|
||||
-- tryResolve r | trace ("try resolution: " ++ show r) False = undefined -- TMP: trace
|
||||
tryResolve r = do condSol <- goalSolution $ resolverCond r
|
||||
thenSol <- goalSolution $ resolverThen r
|
||||
elseSol <- goalSolution $ resolverElse r
|
||||
case (condSol, thenSol, elseSol) of
|
||||
(Just condExpr, Just thenExpr, Just elseExpr) -> do
|
||||
expr <- resolveStep (condExpr, thenExpr, elseExpr) r
|
||||
return $ Just expr
|
||||
_ -> return Nothing
|
||||
|
||||
remakeSynt :: [[Value]] -> [Value] -> SyntState ()
|
||||
remakeSynt newInputs newOutputs = do st <- get
|
||||
let Goal oldOutputs = syntRoot st
|
||||
goals <- gets $ \st -> zip (newInputs ++ syntExamples st)
|
||||
(newOutputs ++ map (fromMaybe undefined) oldOutputs)
|
||||
initSynt (syntOracle st) goals
|
||||
modify (\st' -> st' { syntExprs = syntExprs st })
|
||||
|
||||
-- clear goal tree up to root, add example, calculate exprs on input (could be recursive ?)
|
||||
-- returns new example
|
||||
saturateStep :: Expr -> SyntState [[Value]]
|
||||
saturateStep expr = do (newInputs, newOutputs) <- gets $ \st -> unzip $ foldl (searchEx st) [] (syntExamples st)
|
||||
let exFound = not . null $ newInputs
|
||||
when exFound $ remakeSynt newInputs newOutputs
|
||||
return newInputs
|
||||
where searchEx st [] input = case eval (confBySynt input expr st) expr of
|
||||
NewExamples exs -> exs
|
||||
_ -> []
|
||||
searchEx _ exs _ = exs
|
||||
|
||||
-- try to find terminating expr
|
||||
terminateStep :: Expr -> SyntState (Maybe Expr)
|
||||
terminateStep expr = do doesMatch <- gets $ \st -> matchGoal (syntRoot st) expr st
|
||||
return $ if doesMatch then Just expr else Nothing
|
||||
|
||||
------ patterns
|
||||
|
||||
patterns0 :: [Expr]
|
||||
patterns0 = [ZeroE, EmptyListE, InputE ZeroE] -- TMP: NOTE: for faster search
|
||||
|
||||
patterns1 :: [Expr]
|
||||
patterns1 = [NotE Hole, Leq0 Hole,
|
||||
IsEmptyE Hole, IncE Hole,
|
||||
DecE Hole, Div2E Hole,
|
||||
TailE Hole, HeadE Hole,
|
||||
-- IsLeafE Hole, TreeValE Hole,
|
||||
-- TreeLeftE Hole, TreeRightE Hole,
|
||||
-- CreateLeafE Hole,
|
||||
SelfE Hole,
|
||||
InputE Hole
|
||||
]
|
||||
|
||||
patterns2 :: [Expr]
|
||||
patterns2 = [Hole :&&: Hole,
|
||||
Hole :||: Hole,
|
||||
Hole :=: Hole,
|
||||
Hole :+: Hole,
|
||||
Hole :-: Hole,
|
||||
Hole :++: Hole,
|
||||
Hole ::: Hole]
|
||||
|
||||
patterns3 :: [Expr]
|
||||
patterns3 = []
|
||||
-- [CreateNodeE {nodeLeft = Hole, nodeRoot = Hole, nodeRight = Hole},
|
||||
-- IfE {ifCond = Hole, ifDoThen = Hole, ifDoElse = Hole}]
|
||||
|
||||
------ generation
|
||||
|
||||
concatShuffle :: [[a]] -> [a]
|
||||
concatShuffle xxs = let xxs' = filter (not . null) xxs in
|
||||
if null xxs' then [] else
|
||||
map head xxs' ++ concatShuffle (map tail xxs')
|
||||
|
||||
-- -> n, +1 for top expression
|
||||
genNext1 :: [[Expr]] -> [Expr]
|
||||
genNext1 = head
|
||||
|
||||
-- 1 2 3 ... (n - 1) + (n - 1) ... 1 -> n, +1 for top expression
|
||||
genNext2 :: [[Expr]] -> [(Expr, Expr)]
|
||||
genNext2 exprs = let len = length exprs in
|
||||
let exprs' = tail exprs in
|
||||
concatShuffle $
|
||||
zipWith (\xs ys -> ([(x, y) | x <- xs, y <- ys])) exprs' $
|
||||
reverse exprs'
|
||||
|
||||
-- map genNext2 [1, 1 2, 1 2 3, ..., 1 2 ... (n - 1)] + (n - 1) (n - 2) ... 1 -> n, +1 for top expression
|
||||
genNext3 :: [[Expr]] -> [(Expr, Expr, Expr)]
|
||||
genNext3 exprs = let exprs' = tail exprs in
|
||||
let prefixes = map genNext2 $ tail $ inits exprs' in
|
||||
let ends = reverse exprs' in
|
||||
concatShuffle $
|
||||
zipWith (\xys zs -> ([(x, y, z) | (x, y) <- xys, z <- zs])) prefixes ends
|
||||
|
||||
-- get list of patterns and holes for forward steps
|
||||
genStep :: [[Expr]] -> [(Expr, [Expr])]
|
||||
genStep [] = map (, []) patterns0
|
||||
genStep xs = concatShuffle [[(p, [x]) | p <- patterns1, x <- genNext1 xs],
|
||||
[(p, [x, y]) | p <- patterns2, (x, y) <- genNext2 xs],
|
||||
[(p, [x, y, z]) | p <- patterns3, (x, y, z) <- genNext3 xs]]
|
||||
|
||||
------ algorithm
|
||||
|
||||
createSynt :: Oracle -> [([Value], Value)] -> Synt
|
||||
createSynt oracle goals = let root = Goal $ map (Just . snd) goals in
|
||||
Synt { syntExprs = [],
|
||||
syntSolvedGoals = Map.empty,
|
||||
syntUnsolvedGoals = Set.singleton root,
|
||||
syntResolvers = [], -- Set.empty
|
||||
syntExamples = map fst goals,
|
||||
syntOracle = oracle,
|
||||
syntCache = Map.empty, -- ??
|
||||
syntRoot = root}
|
||||
|
||||
initSynt :: Oracle -> [([Value], Value)] -> SyntState ()
|
||||
initSynt oracle goals = put $ createSynt oracle goals
|
||||
|
||||
stepOnAddedExpr :: Expr -> SyntState (Maybe Expr)
|
||||
stepOnAddedExpr expr = do newEx <- saturateStep expr
|
||||
if not . null $ newEx then do -- redo prev exprs (including current)
|
||||
st <- get
|
||||
-- trace ("exFound: " ++ show newEx) $ -- TMP: trace
|
||||
stepOnAddedExprs $ map fst $ syntExprs st
|
||||
else do -- try resolve goals & resolvers, generate new resolvers
|
||||
maybeResult <- terminateStep expr
|
||||
if isJust maybeResult then return maybeResult else do
|
||||
exprOutputs <- calcExprOutputs expr
|
||||
-- NOTE: now done in fowardStep
|
||||
-- when (foldl (compareExprOutputs exprOutputs) True $ map fst $ syntExprs st) $ modify $ \st -> st { syntExprs = tail $ syntExprs st }
|
||||
unsolvedGoals <- gets syntUnsolvedGoals
|
||||
foldM_ (const $ trySolveGoal expr) False unsolvedGoals -- solve existing goals
|
||||
resolvers <- gets syntResolvers
|
||||
foldM_ (const tryResolve) Nothing resolvers -- resolve existing goals
|
||||
modify $ \st -> foldl (splitGoalsFold expr exprOutputs) st [syntRoot st] -- TODO: use Set.toList $ syntUnsolvedGoals st ?
|
||||
gets $ \st -> syntRoot st `Map.lookup` syntSolvedGoals st
|
||||
where splitGoalsFold expr outputs st goal@(Goal expected) = let matches = zipWith matchResult outputs expected in
|
||||
if not $ any (fromMaybe False) matches then st else
|
||||
let matchesBool = map (fromMaybe True) matches in
|
||||
execState (do r <- splitGoalStep goal matchesBool
|
||||
exprs <- gets syntExprs
|
||||
foldM_ (const $ flip trySolveGoal $ resolverCond r) False $ map fst exprs
|
||||
exprs <- gets syntExprs
|
||||
foldM_ (const $ flip trySolveGoal $ resolverElse r) False $ map fst exprs
|
||||
-- TODO: replace with always solve goal
|
||||
trySolveGoal expr (resolverThen r)) st
|
||||
matchResult :: Result Value -> Maybe Value -> Maybe Bool -- Nothing for unimportant matches marked as Nothing
|
||||
matchResult (NewExamples {}) _ = Just False
|
||||
matchResult _ Nothing = Nothing
|
||||
matchResult (RecError {}) _ = Just False
|
||||
matchResult (Result x) (Just y) = Just $ x == y
|
||||
-- compareExprOutputs outputs False _ = False
|
||||
-- compareExprOutputs outputs True e = do eOutputs <- calcExprOutputs e
|
||||
-- outputs == eOutputs
|
||||
|
||||
stepOnAddedExprs :: [Expr] -> SyntState (Maybe Expr)
|
||||
stepOnAddedExprs = foldM step Nothing
|
||||
where step :: Maybe Expr -> Expr -> SyntState (Maybe Expr)
|
||||
step res@(Just {}) _ = return res
|
||||
step Nothing expr = stepOnAddedExpr expr
|
||||
|
||||
-- returns result and valid expr
|
||||
stepOnNewExpr :: Expr -> [Expr] -> SyntState (Maybe Expr, Maybe Expr)
|
||||
stepOnNewExpr comp args = do expr <- forwardStep comp args
|
||||
case expr of
|
||||
Just expr' -> do res <- stepOnAddedExpr expr'
|
||||
return (res, expr)
|
||||
Nothing -> return (Nothing, Nothing)
|
||||
|
||||
-- stages:
|
||||
-- init state
|
||||
-- 1. gen new step exprs
|
||||
-- 2. process exprs by one
|
||||
-- 3. try terminate / saturate
|
||||
-- 4. try to solve existing goals
|
||||
-- 5. make resolutions if goals solved
|
||||
-- 6. split goals, where expr partially matched
|
||||
syntesisStep :: Int -> [[Expr]] -> SyntState (Maybe Expr)
|
||||
syntesisStep 0 _ = return Nothing
|
||||
syntesisStep steps prevExprs = -- oracle should be defined on the provided emample inputs
|
||||
do let genExprs = genStep prevExprs
|
||||
(result, validExprs) <- foldM step (Nothing, []) genExprs
|
||||
if isJust result
|
||||
then return result
|
||||
else trace ("steps left: " ++ show (steps - 1)) $ syntesisStep (steps - 1) (validExprs : prevExprs)
|
||||
where step res@(Just {}, _) _ = return res
|
||||
step (Nothing, exprs) expr = do (res, val) <- uncurry stepOnNewExpr expr
|
||||
return (res, maybeToList val ++ exprs)
|
||||
|
||||
syntesis' :: [[Expr]] -> Int -> Oracle -> [[Value]] -> (Maybe Expr, Synt)
|
||||
syntesis' exprs steps oracle inputs = -- oracle should be defined on the providid examples
|
||||
let outputs = map (fromMaybe undefined . oracle) inputs in
|
||||
runState (syntesisStep steps exprs) (createSynt oracle $ zip inputs outputs)
|
||||
|
||||
syntesis :: Int -> Oracle -> [[Value]] -> (Maybe Expr, Synt)
|
||||
syntesis = syntesis' []
|
||||
|
||||
------ examples
|
||||
|
||||
mainExamples :: [[Value]]
|
||||
mainExamples = [[ListV [IntV 1, IntV 2, IntV 3]]]
|
||||
|
||||
allExamples :: [[Value]]
|
||||
-- allExamples = [[ListV [IntV 2, IntV 3]], [ListV [IntV 3]], [ListV []]]
|
||||
allExamples = [[ListV [IntV 1, IntV 2, IntV 3]], [ListV [IntV 2, IntV 3]], [ListV [IntV 3]], [ListV []]]
|
||||
|
||||
--- reverse
|
||||
|
||||
reverseOracle :: Oracle
|
||||
-- reverseOracle [ListV xs] = Just $ ListV $ reverse xs
|
||||
reverseOracle [ListV xs] | all isInt xs = Just $ ListV $ reverse xs
|
||||
reverseOracle _ = Nothing
|
||||
|
||||
reverseExpr :: Expr
|
||||
reverseExpr = IfE { ifCond = IsEmptyE (InputE ZeroE),
|
||||
ifDoThen = EmptyListE,
|
||||
ifDoElse = SelfE (TailE (InputE ZeroE) ::: EmptyListE) :++: (HeadE (InputE ZeroE) ::: EmptyListE) }
|
||||
|
||||
reverseConf :: Conf
|
||||
reverseConf = Conf { confInput = head allExamples,
|
||||
confOracle = reverseOracle,
|
||||
confExamples = allExamples }
|
||||
|
||||
--- stutter
|
||||
|
||||
stutterOracle :: Oracle
|
||||
stutterOracle [ListV (x : xs)] | isInt x = do ListV xs' <- stutterOracle [ListV xs]
|
||||
return $ ListV $ x : x : xs'
|
||||
stutterOracle [ListV []] = Just $ ListV []
|
||||
stutterOracle _ = Nothing
|
||||
|
||||
stutterExpr :: Expr
|
||||
stutterExpr = IfE { ifCond = IsEmptyE (InputE ZeroE),
|
||||
ifDoThen = EmptyListE,
|
||||
ifDoElse = HeadE (InputE ZeroE) ::: (HeadE (InputE ZeroE) ::: SelfE (TailE (InputE ZeroE) ::: EmptyListE)) }
|
||||
|
||||
stutterConf :: Conf
|
||||
stutterConf = Conf { confInput = head allExamples,
|
||||
confOracle = stutterOracle,
|
||||
confExamples = allExamples }
|
||||
|
||||
--- length
|
||||
|
||||
lengthOracle :: Oracle
|
||||
lengthOracle [ListV xs] = Just $ IntV $ length xs
|
||||
lengthOracle _ = Nothing
|
||||
|
||||
lengthExpr :: Expr
|
||||
lengthExpr = IfE { ifCond = IsEmptyE (InputE ZeroE),
|
||||
ifDoThen = ZeroE,
|
||||
ifDoElse = IncE $ SelfE (TailE (InputE ZeroE) ::: EmptyListE) }
|
||||
|
||||
lengthConf :: Conf
|
||||
lengthConf = Conf { confInput = head allExamples,
|
||||
confOracle = lengthOracle,
|
||||
confExamples = allExamples }
|
||||
|
||||
---
|
||||
|
||||
idOracle :: Oracle
|
||||
idOracle [x] = Just x
|
||||
idOracle _ = Nothing
|
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|
||||
main = do steps <- readLn :: IO Int
|
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print $ fst $ syntesis steps reverseOracle allExamples
|
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|
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-- main = print $ (SelfE (TailE (InputE ZeroE) ::: EmptyListE) :++: (HeadE (InputE ZeroE) ::: EmptyListE)) `elem` (map fst $ syntExprs $ snd $ syntesis 10 reverseOracle allExamples)
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-- Just (IfE {ifCond = IsEmptyE (InputE ZeroE), ifDoThen = InputE ZeroE :++: TailE (InputE ZeroE :++: (InputE ZeroE :++: (ZeroE ::: EmptyListE))), ifDoElse = SelfE (TailE (InputE ZeroE) ::: EmptyListE) :++: (HeadE (InputE ZeroE) ::: EmptyListE)})
|
||||
Loading…
Add table
Add a link
Reference in a new issue