{-# LANGUAGE CPP , OverloadedStrings , DataKinds , KindSignatures , GADTs , LambdaCase , PolyKinds , RankNTypes #-} {-# OPTIONS_GHC -Wall -fwarn-tabs #-} module Language.Hakaru.Parser.SymbolResolve ( resolveAST, resolveAST', makeName, fromVarSet ) where import Data.Text hiding (concat, map, maximum, foldr1, singleton) #if __GLASGOW_HASKELL__ < 710 import Data.Functor ((<$>)) import Control.Applicative ((<*>)) #endif import Control.Monad.Trans.State.Strict (State, state, evalState) import Control.Monad (join) import qualified Data.Number.Nat as N import qualified Data.IntMap as IM import Data.Foldable as F import Data.Ratio import Data.Proxy (KProxy(..)) import Data.List.NonEmpty as L (NonEmpty(..), fromList) import Language.Hakaru.Types.Sing import Language.Hakaru.Types.Coercion import Language.Hakaru.Types.DataKind hiding (Symbol) import Language.Hakaru.Types.HClasses import qualified Language.Hakaru.Syntax.AST as T import Language.Hakaru.Syntax.ABT hiding (fromVarSet) import Language.Hakaru.Syntax.IClasses import Language.Hakaru.Syntax.Variable () import qualified Language.Hakaru.Parser.AST as U import Language.Hakaru.Evaluation.Coalesce (coalesce) import qualified Language.Hakaru.Syntax.Prelude as P data Symbol a = TLam (a -> Symbol a) | TNeu a data Symbol' a = TLam' ([a] -> a) | TNeu' a singleton :: a -> L.NonEmpty a singleton x = x :| [] primPat :: [(Text, Symbol' U.Pattern)] primPat = [ ("left", TLam' $ \ [a] -> U.PDatum "left" . U.PInl $ U.PKonst a `U.PEt` U.PDone) , ("right", TLam' $ \ [b] -> U.PDatum "right" . U.PInr . U.PInl $ U.PKonst b `U.PEt` U.PDone) , ("true", TNeu' . U.PDatum "true" . U.PInl $ U.PDone) , ("false", TNeu' . U.PDatum "false" . U.PInr . U.PInl $ U.PDone) , ("unit", TNeu' . U.PDatum "unit" . U.PInl $ U.PDone) , ("pair", TLam' $ \es -> F.foldr1 pairPat es) , ("just", TLam' $ \ [a] -> U.PDatum "just" . U.PInr . U.PInl $ U.PKonst a `U.PEt` U.PDone) , ("nothing", TLam' $ \ [] -> U.PDatum "nothing" . U.PInl $ U.PDone) ] pairPat :: U.Pattern -> U.Pattern -> U.Pattern pairPat a b = U.PDatum "pair" . U.PInl $ U.PKonst a `U.PEt` U.PKonst b `U.PEt` U.PDone primTypes :: [(Text, Symbol' U.SSing)] primTypes = [ ("nat", TNeu' $ U.SSing SNat) , ("int", TNeu' $ U.SSing SInt) , ("prob", TNeu' $ U.SSing SProb) , ("real", TNeu' $ U.SSing SReal) , ("unit", TNeu' $ U.SSing sUnit) , ("bool", TNeu' $ U.SSing sBool) , ("array", TLam' $ \ [U.SSing a] -> U.SSing $ SArray a) , ("measure", TLam' $ \ [U.SSing a] -> U.SSing $ SMeasure a) , ("either", TLam' $ \ [U.SSing a, U.SSing b] -> U.SSing $ sEither a b) , ("pair", TLam' $ \ [U.SSing a, U.SSing b] -> U.SSing $ sPair a b) , ("maybe", TLam' $ \ [U.SSing a] -> U.SSing $ sMaybe a) ] t2 :: (U.AST -> U.AST -> U.AST) -> Symbol U.AST t2 f = TLam $ \a -> TLam $ \b -> TNeu (f a b) t3 :: (U.AST -> U.AST -> U.AST -> U.AST) -> Symbol U.AST t3 f = TLam $ \a -> TLam $ \b -> TLam $ \c -> TNeu (f a b c) type SymbolTable = [(Text, Symbol U.AST)] primTable :: SymbolTable primTable = [-- Datatype constructors ("left", primLeft) ,("right", primRight) ,("just", primJust) ,("nothing", primNothing) ,("true", TNeu $ true_) ,("false", TNeu $ false_) -- Coercions ,("int2nat", primUnsafe cNat2Int) -- unsafe, wrong direction ,("int2real", primCoerce cInt2Real) ,("prob2real", primCoerce cProb2Real) ,("real2prob", primUnsafe cProb2Real) -- unsafe, wrong direction ,("nat2real", primCoerce cNat2Real) ,("nat2prob", primCoerce cNat2Prob) ,("nat2int", primCoerce cNat2Int) -- Measures ,("lebesgue", primMeasure2 (U.SomeOp T.Lebesgue)) ,("counting", TNeu $ syn $ U.MeasureOp_ (U.SomeOp T.Counting) []) ,("uniform", primMeasure2 (U.SomeOp T.Uniform)) ,("normal", primMeasure2 (U.SomeOp T.Normal)) ,("poisson", primMeasure1 (U.SomeOp T.Poisson)) ,("gamma", primMeasure2 (U.SomeOp T.Gamma)) ,("beta", primMeasure2 (U.SomeOp T.Beta)) ,("categorical", primMeasure1 (U.SomeOp T.Categorical)) ,("factor", primFactor) ,("weight", primWeight) ,("dirac", TLam $ TNeu . syn . U.Dirac_) ,("reject", TNeu $ syn U.Reject_) -- PrimOps ,("not", primPrimOp1 U.Not) ,("impl", primPrimOp2 U.Impl) ,("diff", primPrimOp2 U.Diff) ,("nand", primPrimOp2 U.Nand) ,("nor", primPrimOp2 U.Nor) ,("pi", primPrimOp0 U.Pi) ,("**", primPrimOp2 U.RealPow) ,("choose", primPrimOp2 U.Choose) ,("cos", primPrimOp1 U.Cos) ,("exp", primPrimOp1 U.Exp) ,("log", primPrimOp1 U.Log) ,("inf", primPrimOp0 U.Infinity) ,("gammaFunc", primPrimOp1 U.GammaFunc) ,("betaFunc", primPrimOp2 U.BetaFunc) ,("equal", primPrimOp2 U.Equal) ,("less", primPrimOp2 U.Less) ,("negate", primPrimOp1 U.Negate) ,("abs", primPrimOp1 U.Abs) ,("signum", primPrimOp1 U.Signum) ,("recip", primPrimOp1 U.Recip) ,("^", primPrimOp2 U.NatPow) ,("natroot", primPrimOp2 U.NatRoot) ,("sqrt", TLam $ \x -> TNeu . syn $ U.PrimOp_ U.NatRoot [x, two]) ,("erf", primPrimOp1 U.Erf) ,("sin", primPrimOp1 U.Sin) ,("cos", primPrimOp1 U.Cos) ,("tan", primPrimOp1 U.Tan) ,("asin", primPrimOp1 U.Asin) ,("acos", primPrimOp1 U.Acos) ,("atan", primPrimOp1 U.Atan) ,("sinh", primPrimOp1 U.Sinh) ,("cosh", primPrimOp1 U.Cosh) ,("tanh", primPrimOp1 U.Tanh) ,("asinh", primPrimOp1 U.Asinh) ,("acosh", primPrimOp1 U.Acosh) ,("atanh", primPrimOp1 U.Atanh) ,("floor", primPrimOp1 U.Floor) -- ArrayOps ,("size", TLam $ \x -> TNeu . syn $ U.ArrayOp_ U.Size [x]) ,("reduce", t3 $ \x y z -> syn $ U.ArrayOp_ U.Reduce [x, y, z]) -- NaryOps ,("xor", t2 $ \x y -> syn $ U.NaryOp_ U.Xor [x, y]) ,("iff", t2 $ \x y -> syn $ U.NaryOp_ U.Iff [x, y]) ,("min", t2 $ \x y -> syn $ U.NaryOp_ U.Min [x, y]) ,("max", t2 $ \x y -> syn $ U.NaryOp_ U.Max [x, y]) -- Macros ,("weibull", TNeu $ syn $ U.InjTyped $ P.lam $ \x -> P.lam $ \y -> P.weibull x y) ] primPrimOp0, primPrimOp1, primPrimOp2 :: U.PrimOp -> Symbol U.AST primPrimOp0 a = TNeu . syn $ U.PrimOp_ a [] primPrimOp1 a = TLam $ \x -> TNeu . syn $ U.PrimOp_ a [x] primPrimOp2 a = t2 $ \x y -> syn $ U.PrimOp_ a [x, y] primMeasure1 :: U.SomeOp T.MeasureOp -> Symbol U.AST primMeasure1 m = TLam $ \x -> TNeu . syn $ U.MeasureOp_ m [x] primMeasure2 :: U.SomeOp T.MeasureOp -> Symbol U.AST primMeasure2 m = t2 $ \x y -> syn $ U.MeasureOp_ m [x, y] primCoerce :: Coercion a b -> Symbol U.AST primCoerce c = TLam $ TNeu . syn . U.CoerceTo_ (Some2 c) primUnsafe :: Coercion a b -> Symbol U.AST primUnsafe c = TLam $ TNeu . syn . U.UnsafeTo_ (Some2 c) cProb2Real :: Coercion 'HProb 'HReal cProb2Real = signed cNat2Prob :: Coercion 'HNat 'HProb cNat2Prob = continuous cNat2Int :: Coercion 'HNat 'HInt cNat2Int = signed cInt2Real :: Coercion 'HInt 'HReal cInt2Real = continuous cNat2Real :: Coercion 'HNat 'HReal cNat2Real = CCons (Signed HRing_Int) continuous unit_ :: U.AST unit_ = syn $ U.Ann_ (U.SSing sUnit) (syn $ U.Datum_ (U.Datum "unit" . U.Inl $ U.Done)) true_, false_ :: U.AST true_ = syn $ U.Ann_ (U.SSing sBool) (syn $ U.Datum_ . U.Datum "true" . U.Inl $ U.Done) false_ = syn $ U.Ann_ (U.SSing sBool) (syn $ U.Datum_ . U.Datum "false" . U.Inr . U.Inl $ U.Done) unsafeFrom_ :: U.AST -> U.AST unsafeFrom_ = syn . U.UnsafeTo_ (Some2 $ CCons (Signed HRing_Real) CNil) primLeft, primRight :: Symbol U.AST primLeft = TLam $ TNeu . syn . U.Datum_ . U.Datum "left" . U.Inl . (`U.Et` U.Done) . U.Konst primRight = TLam $ TNeu . syn . U.Datum_ . U.Datum "right" . U.Inr . U.Inl . (`U.Et` U.Done) . U.Konst primJust, primNothing :: Symbol U.AST primJust = TLam $ TNeu . syn . U.Datum_ . U.Datum "just" . U.Inr . U.Inl . (`U.Et` U.Done) . U.Konst primNothing = TNeu . syn . U.Datum_ . U.Datum "nothing" . U.Inl $ U.Done primWeight, primFactor :: Symbol U.AST primWeight = t2 $ \w m -> syn $ U.Superpose_ (singleton (w, m)) primFactor = TLam $ \w -> TNeu . syn . U.Superpose_ $ singleton (w, syn $ U.Dirac_ unit_) two :: U.AST two = syn . U.Literal_ . U.val . U.Nat $ 2 gensym :: Text -> State Int U.Name gensym s = state $ \i -> (U.Name (N.unsafeNat i) s, i + 1) mkSym :: U.Name -> Symbol U.AST mkSym (U.Name i t) = TNeu $ var (Variable t i U.SU) insertSymbol :: U.Name -> SymbolTable -> SymbolTable insertSymbol n@(U.Name _ name) sym = (name, mkSym n) : sym insertSymbols :: [U.Name] -> SymbolTable -> SymbolTable insertSymbols [] sym = sym insertSymbols (n:ns) sym = insertSymbols ns (insertSymbol n sym) resolveBinder :: SymbolTable -> Text -> U.AST' Text -> U.AST' Text -> (Symbol U.AST -> U.AST' (Symbol U.AST) -> U.AST' (Symbol U.AST) -> U.AST' (Symbol U.AST)) -> State Int (U.AST' (Symbol U.AST)) resolveBinder symbols name e1 e2 f = do name' <- gensym name f (mkSym name') <$> symbolResolution symbols e1 <*> symbolResolution (insertSymbol name' symbols) e2 resolveTransform :: SymbolTable -> U.Transform' -> U.SArgs' Text -> State Int (U.AST' (Symbol U.AST)) resolveTransform symbols tr (U.SArgs' es) = U.Transform tr . U.SArgs' <$> mapM go es where go :: ([Text], U.AST' Text) -> State Int ([Symbol U.AST], U.AST' (Symbol U.AST)) go (nms,x) = do nms' <- mapM gensym nms (,) (map mkSym nms') <$> symbolResolution (insertSymbols nms' symbols) x -- TODO: clean up by merging the @Reader (SymbolTable)@ and @State Int@ monads -- | Figure out symbols and types. symbolResolution :: SymbolTable -> U.AST' Text -> State Int (U.AST' (Symbol U.AST)) symbolResolution symbols ast = case ast of U.Var name -> case lookup name symbols of Nothing -> (U.Var . mkSym) <$> gensym name Just a -> return $ U.Var a U.Lam name typ x -> do name' <- gensym name U.Lam (mkSym name') typ <$> symbolResolution (insertSymbol name' symbols) x U.App f x -> U.App <$> symbolResolution symbols f <*> symbolResolution symbols x U.Let name e1 e2 -> resolveBinder symbols name e1 e2 U.Let U.If e1 e2 e3 -> U.If <$> symbolResolution symbols e1 <*> symbolResolution symbols e2 <*> symbolResolution symbols e3 U.Ann e typ -> (`U.Ann` typ) <$> symbolResolution symbols e U.Infinity' -> return $ U.Infinity' U.ULiteral v -> return $ U.ULiteral v U.Integrate name e1 e2 e3 -> do name' <- gensym name U.Integrate (mkSym name') <$> symbolResolution symbols e1 <*> symbolResolution symbols e2 <*> symbolResolution (insertSymbol name' symbols) e3 U.Summate name e1 e2 e3 -> do name' <- gensym name U.Summate (mkSym name') <$> symbolResolution symbols e1 <*> symbolResolution symbols e2 <*> symbolResolution (insertSymbol name' symbols) e3 U.Product name e1 e2 e3 -> do name' <- gensym name U.Product (mkSym name') <$> symbolResolution symbols e1 <*> symbolResolution symbols e2 <*> symbolResolution (insertSymbol name' symbols) e3 U.Bucket name e1 e2 e3 -> do name' <- gensym name U.Bucket (mkSym name') <$> symbolResolution symbols e1 <*> symbolResolution symbols e2 <*> symbolResolutionReducer (insertSymbol name' symbols) e3 U.NaryOp op es -> U.NaryOp op <$> mapM (symbolResolution symbols) es U.Unit -> return $ U.Unit U.Pair e1 e2 -> U.Pair <$> symbolResolution symbols e1 <*> symbolResolution symbols e2 U.Array name e1 e2 -> resolveBinder symbols name e1 e2 U.Array U.ArrayLiteral es -> U.ArrayLiteral <$> mapM (symbolResolution symbols) es U.Index a i -> U.Index <$> symbolResolution symbols a <*> symbolResolution symbols i U.Case e1 bs -> U.Case <$> symbolResolution symbols e1 <*> mapM (symbolResolveBranch symbols) bs U.Bind name e1 e2 -> resolveBinder symbols name e1 e2 U.Bind U.Plate name e1 e2 -> resolveBinder symbols name e1 e2 U.Plate U.Transform tr es -> resolveTransform symbols tr es U.Chain name e1 e2 e3 -> do name' <- gensym name U.Chain (mkSym name') <$> symbolResolution symbols e1 <*> symbolResolution symbols e2 <*> symbolResolution (insertSymbol name' symbols) e3 U.Msum es -> U.Msum <$> mapM (symbolResolution symbols) es U.Data name tvars typ e -> error $ ("TODO: symbolResolution{U.Data} " ++ show name ++ " with " ++ show tvars ++ ":" ++ show typ) U.WithMeta a meta -> U.WithMeta <$> symbolResolution symbols a <*> return meta symbolResolutionReducer :: SymbolTable -> U.Reducer' Text -> State Int (U.Reducer' (Symbol U.AST)) symbolResolutionReducer symbols ast = case ast of U.R_Fanout e1 e2 -> U.R_Fanout <$> symbolResolutionReducer symbols e1 <*> symbolResolutionReducer symbols e2 U.R_Index name e1 e2 e3 -> do name' <- gensym name U.R_Index (mkSym name') <$> symbolResolution symbols e1 <*> symbolResolution symbols e2 <*> symbolResolutionReducer (insertSymbol name' symbols) e3 U.R_Split e1 e2 e3 -> U.R_Split <$> symbolResolution symbols e1 <*> symbolResolutionReducer symbols e2 <*> symbolResolutionReducer symbols e3 U.R_Nop -> return U.R_Nop U.R_Add e1 -> U.R_Add <$> symbolResolution symbols e1 symbolResolveBranch :: SymbolTable -> U.Branch' Text -> State Int (U.Branch' (Symbol U.AST)) symbolResolveBranch symbols (U.Branch' pat ast) = do (pat', names) <- symbolResolvePat pat ast' <- symbolResolution (insertSymbols names symbols) ast return $ U.Branch'' pat' ast' symbolResolveBranch _ _ = error "TODO: symbolResolveBranch{U.Branch''}" symbolResolvePat :: U.Pattern' Text -> State Int (U.Pattern' U.Name, [U.Name]) symbolResolvePat (U.PVar' "true") = return (U.PData' (U.DV "true" []), []) symbolResolvePat (U.PVar' "false") = return (U.PData' (U.DV "false" []), []) symbolResolvePat (U.PVar' name) = do name' <- gensym name return (U.PVar' name', [name']) symbolResolvePat U.PWild' = return (U.PWild', []) symbolResolvePat (U.PData' (U.DV name args)) = do args' <- mapM symbolResolvePat args let (args'', names) = unzip args' return $ (U.PData' (U.DV name args''), F.concat names) -- | Make AST and give unique names for variables. -- -- The logic here is to do normalization by evaluation for our -- primitives. App inspects its first argument to see if it should -- do something special. Otherwise App behaves as normal. normAST :: U.AST' (Symbol U.AST) -> U.AST' (Symbol U.AST) normAST ast = case ast of U.Var a -> U.Var a U.Lam name typ f -> U.Lam name typ (normAST f) U.App f x -> let x' = normAST x f' = normAST f in case U.withoutMeta f' of U.Var (TLam f) -> U.Var $ f (makeAST x') _ -> U.App f' x' U.Let name e1 e2 -> U.Let name (normAST e1) (normAST e2) U.If e1 e2 e3 -> U.If (normAST e1) (normAST e2) (normAST e3) U.Ann e typ1 -> U.Ann (normAST e) typ1 U.Infinity' -> U.Infinity' U.Integrate name e1 e2 e3 -> U.Integrate name (normAST e1) (normAST e2) (normAST e3) U.Summate name e1 e2 e3 -> U.Summate name (normAST e1) (normAST e2) (normAST e3) U.Product name e1 e2 e3 -> U.Product name (normAST e1) (normAST e2) (normAST e3) U.Bucket name e1 e2 e3 -> U.Bucket name (normAST e1) (normAST e2) (redNorm e3) U.ULiteral v -> U.ULiteral v U.NaryOp op es -> U.NaryOp op (map normAST es) U.Unit -> U.Unit U.Pair e1 e2 -> U.Pair (normAST e1) (normAST e2) U.Array name e1 e2 -> U.Array name (normAST e1) (normAST e2) U.ArrayLiteral es -> U.ArrayLiteral (map normAST es) U.Index e1 e2 -> U.Index (normAST e1) (normAST e2) U.Case e1 e2 -> U.Case (normAST e1) (map branchNorm e2) U.Bind name e1 e2 -> U.Bind name (normAST e1) (normAST e2) U.Plate name e1 e2 -> U.Plate name (normAST e1) (normAST e2) U.Chain name e1 e2 e3 -> U.Chain name (normAST e1) (normAST e2) (normAST e3) U.Transform tr es -> U.Transform tr (normSArgs es) U.Msum es -> U.Msum (map normAST es) U.Data name tvars typs e -> U.Data name tvars typs e -- do we need to norm here? what if we try to define `true` which is already a constructor U.WithMeta a meta -> U.WithMeta (normAST a) meta normSArgs :: U.SArgs' (Symbol U.AST) -> U.SArgs' (Symbol U.AST) normSArgs (U.SArgs' es) = U.SArgs' $ map (fmap normAST) es branchNorm :: U.Branch' (Symbol U.AST) -> U.Branch' (Symbol U.AST) branchNorm (U.Branch' pat e2') = U.Branch' pat (normAST e2') branchNorm (U.Branch'' pat e2') = U.Branch'' pat (normAST e2') redNorm :: U.Reducer' (Symbol U.AST) -> U.Reducer' (Symbol U.AST) redNorm ast = case ast of U.R_Fanout e1 e2 -> U.R_Fanout (redNorm e1) (redNorm e2) U.R_Index name e1 e2 e3 -> U.R_Index name (normAST e1) (normAST e2) (redNorm e3) U.R_Split e1 e2 e3 -> U.R_Split (normAST e1) (redNorm e2) (redNorm e3) U.R_Nop -> U.R_Nop U.R_Add e1 -> U.R_Add (normAST e1) collapseSuperposes :: [U.AST] -> U.AST collapseSuperposes es = syn $ U.Superpose_ (fromList $ F.concatMap go es) where go :: U.AST -> [(U.AST, U.AST)] go e = caseVarSyn e (\x -> [(prob_ 1, var x)]) $ \t -> case t of U.Superpose_ es' -> F.toList es' _ -> [(prob_ 1, e)] prob_ :: Ratio Integer -> U.AST prob_ = syn . U.Literal_ . U.val . U.Prob makeType :: U.TypeAST' -> U.SSing makeType (U.TypeVar t) = case lookup t primTypes of Just (TNeu' t') -> t' _ -> error $ "Type " ++ show t ++ " is not a primitive" makeType (U.TypeFun f x) = case (makeType f, makeType x) of (U.SSing f', U.SSing x') -> U.SSing $ SFun f' x' makeType (U.TypeApp f args) = case lookup f primTypes of Just (TLam' f') -> f' (map makeType args) _ -> error $ "Type " ++ show f ++ " is not a primitive" makePattern :: U.Pattern' U.Name -> U.Pattern makePattern U.PWild' = U.PWild makePattern (U.PVar' name) = case lookup (U.hintID name) primPat of Just (TLam' _) -> error "TODO{makePattern:PVar:TLam}" Just (TNeu' p') -> p' Nothing -> U.PVar name makePattern (U.PData' (U.DV name args)) = case lookup name primPat of Just (TLam' f') -> f' (map makePattern args) Just (TNeu' p') -> p' Nothing -> error $ "Data constructor " ++ show name ++ " not found" makeBranch :: U.Branch' (Symbol U.AST) -> U.Branch makeBranch (U.Branch'' pat ast) = U.Branch_ (makePattern pat) (makeAST ast) makeBranch (U.Branch' _ _) = error "branch was not symbol resolved" makeTrue, makeFalse :: U.AST' (Symbol U.AST) -> U.Branch makeTrue e = U.Branch_ (makePattern (U.PData' (U.DV "true" []))) (makeAST e) makeFalse e = U.Branch_ (makePattern (U.PData' (U.DV "false" []))) (makeAST e) makeReducerAST :: Variable 'U.U -> U.Reducer' (Symbol U.AST) -> List1 Variable xs -> U.Reducer xs U.U_ABT 'U.U makeReducerAST i r1 bs = case r1 of U.R_Fanout r2 r3 -> U.R_Fanout_ (makeReducerAST i r2 bs) (makeReducerAST i r3 bs) U.R_Index b e1 e2 r1 -> withName "U.R_Index" b $ \b' -> U.R_Index_ b' -- HACK: This shouldn't be needed here (binds_ bs (makeAST e1)) (bind i (binds_ bs (makeAST e2))) (makeReducerAST i r1 (Cons1 b' bs)) U.R_Split e1 r2 r3 -> U.R_Split_ (bind i (binds_ bs (makeAST e1))) (makeReducerAST i r2 bs) (makeReducerAST i r3 bs) U.R_Nop -> U.R_Nop_ U.R_Add e1 -> U.R_Add_ (bind i (binds_ bs (makeAST e1))) makeAST :: U.AST' (Symbol U.AST) -> U.AST makeAST ast = case ast of -- TODO: Add to Symbol datatype: gensymed names and types -- for primitives (type for arg on lam, return type in neu) U.Var (TLam _) -> error "makeAST: Passed primitive with wrong number of arguments" U.Var (TNeu e) -> e U.Lam s typ e1 -> withName "U.Lam" s $ \name -> syn $ U.Lam_ (makeType typ) (bind name $ makeAST e1) U.App e1 e2 -> syn $ U.App_ (makeAST e1) (makeAST e2) U.Let s e1 e2 -> withName "U.Let" s $ \name -> syn $ U.Let_ (makeAST e1) (bind name $ makeAST e2) U.If e1 e2 e3 -> syn $ U.Case_ (makeAST e1) [(makeTrue e2), (makeFalse e3)] U.Ann e typ -> syn $ U.Ann_ (makeType typ) (makeAST e) U.Infinity' -> syn $ U.PrimOp_ U.Infinity [] U.ULiteral v -> syn $ U.Literal_ (U.val v) U.NaryOp op es -> syn $ U.NaryOp_ op (map makeAST es) U.Unit -> unit_ U.Pair e1 e2 -> syn $ U.Pair_ (makeAST e1) (makeAST e2) U.Array s e1 e2 -> withName "U.Array" s $ \name -> syn $ U.Array_ (makeAST e1) (bind name $ makeAST e2) U.ArrayLiteral es -> syn $ U.ArrayLiteral_ (map makeAST es) U.Index e1 e2 -> syn $ U.ArrayOp_ U.Index_ [(makeAST e1), (makeAST e2)] U.Case e bs -> syn $ U.Case_ (makeAST e) (map makeBranch bs) U.Bind s e1 e2 -> withName "U.Bind" s $ \name -> syn $ U.MBind_ (makeAST e1) (bind name $ makeAST e2) U.Plate s e1 e2 -> withName "U.Plate" s $ \name -> syn $ U.Plate_ (makeAST e1) (bind name $ makeAST e2) U.Chain s e1 e2 e3 -> withName "U.Chain" s $ \name -> syn $ U.Chain_ (makeAST e1) (makeAST e2) (bind name $ makeAST e3) U.Integrate s e1 e2 e3 -> withName "U.Integrate" s $ \name -> syn $ U.Integrate_ (makeAST e1) (makeAST e2) (bind name $ makeAST e3) U.Summate s e1 e2 e3 -> withName "U.Summate" s $ \name -> syn $ U.Summate_ (makeAST e1) (makeAST e2) (bind name $ makeAST e3) U.Product s e1 e2 e3 -> withName "U.Product" s $ \name -> syn $ U.Product_ (makeAST e1) (makeAST e2) (bind name $ makeAST e3) U.Bucket s e1 e2 e3 -> withName "U.Bucket" s $ \name -> syn $ U.Bucket_ (makeAST e1) (makeAST e2) (makeReducerAST name e3 Nil1) U.Transform tr es -> makeTransform tr es U.Msum es -> collapseSuperposes (map makeAST es) U.Data name tvars typs e -> error "TODO: makeAST{U.Data}" U.WithMeta a meta -> withMetadata meta (makeAST a) makeTransform :: U.Transform' -> U.SArgs' (Symbol U.AST) -> U.AST makeTransform tru esu = case typedTransform tru of Some2 tr -> let wrongArgsErr = error $ "Wrong number of arguments passed to " ++ T.transformName tr res = U.Transform_ tr <$> matchSArgs (transformArgs tr) esu in maybe wrongArgsErr syn res type SVarsSpine = (List1 (Lift1 ()) :: [k] -> *) type SArgsSpine = (List1 (PointwiseP SVarsSpine (Lift1 ())) :: [([k],k1)] -> *) transformArgs :: T.Transform xs a -> SArgsSpine xs transformArgs t = let arg0 = PwP Nil1 (Lift1 ()) arg1 = PwP (Cons1 (Lift1 ()) Nil1) (Lift1 ()) in case t of -- TODO: can SingI be generalized to allow things which aren't `Sing's -- so these right hand sides can become `sing'? T.Observe -> Cons1 arg0 $ Cons1 arg0 Nil1 T.MH -> Cons1 arg0 $ Cons1 arg0 Nil1 T.MCMC -> Cons1 arg0 $ Cons1 arg0 Nil1 T.Disint k -> Cons1 arg0 Nil1 T.Summarize -> Cons1 arg0 Nil1 T.Simplify -> Cons1 arg0 Nil1 T.Reparam -> Cons1 arg0 Nil1 T.Expect -> Cons1 arg0 $ Cons1 arg1 Nil1 matchSArgs :: SArgsSpine xs -> U.SArgs' (Symbol U.AST) -> Maybe (U.SArgs U.U_ABT xs) matchSArgs sp (U.SArgs' es) = case (sp, es) of ( Nil1, [] ) -> Just U.End ( Cons1 (PwP vs _) sp', (vs',e0):es' ) -> join $ matchSVars vs vs' e0 $ \vsu e0' -> (U.:*) (vsu, e0') <$> matchSArgs sp' (U.SArgs' es') _ -> Nothing matchSVars :: SVarsSpine vs -> [Symbol U.AST] -> U.AST' (Symbol U.AST) -> (forall vsu . List2 U.ToUntyped vs vsu -> U.U_ABT vsu 'U.U -> r) -> Maybe r matchSVars vs nms e k = case (vs, nms) of (Nil1 , [] ) -> Just $ k Nil2 (makeAST e) (Cons1 v vs', nm:nms') -> matchSVars vs' nms' e $ \vsu e' -> withName "U.SArgs" nm $ \nm' -> k (Cons2 U.ToU vsu) (bind nm' e') _ -> Nothing typedTransform :: U.Transform' -> Some2 T.Transform typedTransform = \case U.Observe -> Some2 T.Observe U.MH -> Some2 T.MH U.MCMC -> Some2 T.MCMC U.Disint k -> Some2 $ T.Disint k U.Summarize -> Some2 T.Summarize U.Simplify -> Some2 T.Simplify U.Reparam -> Some2 T.Reparam U.Expect -> Some2 T.Expect withName :: String -> Symbol U.AST -> (Variable 'U.U -> r) -> r withName fun s k = case s of TNeu e -> caseVarSyn e k (error $ "makeAST: bad " ++ fun) _ -> error $ "makeAST: bad " ++ fun resolveAST :: U.AST' Text -> U.AST resolveAST ast = coalesce . makeAST . normAST $ evalState (symbolResolution primTable ast) 0 resolveAST' :: N.Nat -> [U.Name] -> U.AST' Text -> U.AST resolveAST' nextVar syms ast = coalesce . makeAST . normAST $ evalState (symbolResolution (insertSymbols syms primTable) ast) (N.fromNat $ nextVarID_ syms) where nextVarID_ [] = nextVar nextVarID_ xs = max nextVar . (1+) . F.maximum $ map U.nameID xs makeName :: SomeVariable ('KProxy :: KProxy Hakaru) -> U.Name makeName (SomeVariable (Variable hint vID _)) = U.Name vID hint fromVarSet :: VarSet ('KProxy :: KProxy Hakaru) -> [U.Name] fromVarSet (VarSet xs) = map makeName (IM.elems xs)