-- -- (C) Susumu Katayama -- -- test with ghci -XTemplateHaskell -cpp -DCHTO MagicHaskeller/Analytical.hs -- Was: monolithic MagicHaskeller.TypedIOPairs {-# LANGUAGE TemplateHaskell, CPP #-} module MagicHaskeller.Analytical( -- * Analytical synthesizer -- | This module provides with analytical synthesis, that only generates expressions without testing. -- (So this alone may not be very useful, and for this reason this is not very well-documented.) -- In order to generate-and-test over the result of this module, use "MagicHaskeller.RunAnalytical". -- ** Synthesizers which can be used with any types. get1, getMany, getManyM, getManyTyped, noBK, c, SplicedPrims, -- ** Synthesizers which are easier to use that can be used only with types appearing 'MagicHaskeller.CoreLang.defaultPrimitives' getOne, synth, synthM, synthTyped ) where import Data.Char(ord,chr) import Data.Array import qualified Data.Map as Map import Data.Generics import Language.Haskell.TH import Control.Monad.Search.Combinatorial import Control.Monad.Search.Best import MagicHaskeller.TyConLib import MagicHaskeller.CoreLang hiding (C) import MagicHaskeller.PriorSubsts import MagicHaskeller.ReadTHType(typeToTHType) import MagicHaskeller.MHTH(decsToExpDecs) import MagicHaskeller(p1) import MagicHaskeller.Analytical.Synthesize #ifdef DEBUG import MagicHaskeller.Analytical.Debug #endif type Strategy = Matrix type SplicedPrims = ([Dec],[Primitive]) -- | get1 can be used to synthesize one expression. For example, -- -- >>> putStrLn $ pprint $ get1 $(c [d| f [] = 0; f [a] = 1; f [a,b] = 2 |]) noBK -- > \a -> let fa (b@([])) = 0 -- > fa (b@(_ : d)) = succ (fa d) -- > in fa a get1 :: SplicedPrims -- ^ target function definition by example -> SplicedPrims -- ^ background knowledge function definitions by example -> Exp -- get1 target bk = head $ getBests $ getManyM target bk -- This uses Control.Monad.Search.Best. get1 target bk = head $ concat $ getMany target bk -- | getMany does what you expect from its name. getMany :: SplicedPrims -- ^ target function definition by example -> SplicedPrims -- ^ background knowledge function definitions by example -> [[Exp]] getMany tgt bk = unMx $ toMx (getManyM tgt bk :: Strategy Exp) getManyM :: (Search m) => SplicedPrims -- ^ target function definition by example -> SplicedPrims -- ^ background knowledge function definitions by example -> m Exp getManyM (tgt,pt) (bk,pb) = let ps = pt++pb tcl = primitivesToTCL ps vl = primitivesToVL tcl ps in fmap (exprToTHExp vl) (analyticSynth tcl vl tgt bk) -- | getManyTyped is a variant of 'getMany' that generates typed expressions. -- This alone is not very useful, but the type info is required when compiling the expression and is used in "MagicHaskeller.RunAnalytical". getManyTyped :: SplicedPrims -- ^ target function definition by example -> SplicedPrims -- ^ background knowledge function definitions by example -> [[Exp]] getManyTyped (tgt,pt) (bk,pb) = let ps = pt++pb tcl = primitivesToTCL ps vl = primitivesToVL tcl ps (unit, ty) = analyticSynthAndInfType tcl vl tgt bk addSignature thexp = SigE thexp $ typeToTHType tcl ty in map (map (addSignature . exprToTHExpLite vl)) $ unMx $ toMx (unit :: Strategy CoreExpr) noBK :: SplicedPrims noBK = ([],[]) c :: Q [Dec] -> ExpQ -- ^ Also, @ $(c [d| ... |]) :: SplicedPrims @ -- 'c' is a helper function for extracting some info from the quoted declarations. c decq = do decs <- decq expdecs <- decsToExpDecs decs expPrims <- fmap ListE $ mapM p1 $ cons decs return $ TupE [expdecs, expPrims] cons, conEs, conPs :: (Data a, Typeable a) => a -> [Exp] cons a = conEs a ++ conPs a conEs = everything (++) (mkQ [] (\x -> [ e | e@(ConE _) <- [x]])) conPs = everything (++) (mkQ [] (\x -> [ ConE name | (ConP name _) <- [x]])) -- Functions appearing from here are easier to use, but they work only for limited types, included in 'defaultPrimitives'. getOne :: [Dec] -> [Dec] -> Exp -- ^ Example: -- -- >>> runQ [d| f [] = 0; f [a] = 1; f [a,b] = 2 |] >>= \iops -> putStrLn $ pprint $ getOne iops [] -- > \a -> let fa (b@([])) = 0 -- > fa (b@(_ : d)) = succ (fa d) -- > in fa a getOne iops bk = head $ concat $ synth iops bk -- getOne iops bk = head $ getBests $ synthM iops bk -- This uses Control.Monad.Search.Best. synth :: [Dec] -> [Dec] -> [[Exp]] synth iops bk = unMx $ toMx (synthM iops bk :: Strategy Exp) synthM :: Search m => [Dec] -> [Dec] -> m Exp synthM iops bk = fmap (exprToTHExp defaultVarLib) (analyticSynth defaultTCL defaultVarLib iops bk) -- | 'synthTyped' is like synth, but adds the infered type signature to each expression. This is useful for executing the expression at runtime using GHC API. synthTyped :: [Dec] -> [Dec] -> [[Exp]] synthTyped iops bk = let (unit, ty) = analyticSynthAndInfType defaultTCL defaultVarLib iops bk addSignature thexp = SigE thexp $ typeToTHType defaultTCL ty in map (map (addSignature . exprToTHExpLite defaultVarLib)) $ unMx $ toMx (unit :: Strategy CoreExpr) synthesize :: [Dec] -> [Dec] -> [[String]] synthesize iops bk = map (map pprint) $ synth iops bk