{-# LANGUAGE AllowAmbiguousTypes #-} -- joinA {-# LANGUAGE InstanceSigs #-} {-# LANGUAGE TypeApplications #-} {-# LANGUAGE ScopedTypeVariables #-} {-# LANGUAGE FlexibleInstances #-} {-# LANGUAGE FlexibleContexts #-} {-# LANGUAGE TypeFamilies #-} {-# LANGUAGE MultiParamTypeClasses #-} {-| E-class analysis, which allows the concise expression of a program analysis over the e-graph. An e-class analysis resembles abstract interpretation lifted to the e-graph level, attaching analysis data from a semilattice to each e-class. The e-graph maintains and propagates this data as e-classes get merged and new e-nodes are added. Analysis data can be used directly to modify the e-graph, to inform how or if rewrites apply their right-hand sides, or to determine the cost of terms during the extraction process. References: https://arxiv.org/pdf/2004.03082.pdf -} module Data.Equality.Analysis where import Data.Kind (Type) import Control.Arrow ((***)) import Data.Equality.Utils import Data.Equality.Language import Data.Equality.Graph.Classes -- | An e-class analysis with domain @domain@ defined for a language @l@. -- -- The @domain@ is the type of the domain of the e-class analysis, that is, the -- type of the data stored in an e-class according to this e-class analysis class Eq domain => Analysis domain (l :: Type -> Type) where -- | When a new e-node is added into a new, singleton e-class, construct a -- new value of the domain to be associated with the new e-class, by -- accessing the associated data of the node's children -- -- The argument is the e-node term populated with its children data -- -- === Example -- -- @ -- -- domain = Maybe Double -- makeA :: Expr (Maybe Double) -> Maybe Double -- makeA = \case -- BinOp Div e1 e2 -> liftA2 (/) e1 e2 -- BinOp Sub e1 e2 -> liftA2 (-) e1 e2 -- BinOp Mul e1 e2 -> liftA2 (*) e1 e2 -- BinOp Add e1 e2 -> liftA2 (+) e1 e2 -- Const x -> Just x -- Sym _ -> Nothing -- @ makeA :: l domain -> domain -- | When e-classes c1 c2 are being merged into c, join d_c1 and -- d_c2 into a new value d_c to be associated with the new -- e-class c joinA :: domain -> domain -> domain -- | Optionally modify the e-class c (based on d_c), typically by adding an -- e-node to c. Modify should be idempotent if no other changes occur to -- the e-class, i.e., modify(modify(c)) = modify(c) -- -- The return value of the modify function is both the modified class and -- the expressions (in their fixed-point form) to add to this class. We -- can't manually add them because not only would it skip some of the -- internal steps of representing + merging, but also because it's -- impossible to add any expression with depth > 0 without access to the -- e-graph (since we must represent every sub-expression in the e-graph -- first). -- -- That's why we must return the modified class and the expressions to add -- to this class. -- -- === Example -- -- Pruning an e-class with a constant value of all its nodes except for the -- leaf values, and adding a constant value node -- -- @ -- -- Prune all except leaf e-nodes -- modifyA cl = -- case cl^._data of -- Nothing -> (cl, []) -- Just d -> ((_nodes %~ S.filter (F.null .unNode)) cl, [Fix (Const d)]) -- @ modifyA :: EClass domain l -> (EClass domain l, [Fix l]) modifyA c = (c, []) {-# INLINE modifyA #-} -- | The simplest analysis that defines the domain to be () and does nothing -- otherwise instance forall l. Analysis () l where makeA _ = () joinA = (<>) -- This instance is not necessarily well behaved for any two analysis, so care -- must be taken when using it. -- -- A possible criterion is: -- -- For any two analysis, where 'modifyA' is called @m1@ and @m2@ respectively, -- this instance is well behaved if @m1@ and @m2@ commute. -- -- That is, if @m1@ and @m2@ satisfy the following law: -- @ -- m1 . m2 = m2 . m1 -- @ -- -- A simple criterion that should suffice for commutativity. If: -- * The modify function only depends on the analysis value, and -- * The modify function doesn't change the analysis value -- Then any two such functions commute. -- -- Note: there are weaker (or at least different) criteria for this instance to -- be well behaved. instance (Language l, Analysis a l, Analysis b l) => Analysis (a, b) l where makeA :: l (a, b) -> (a, b) makeA g = (makeA @a (fst <$> g), makeA @b (snd <$> g)) joinA :: (a,b) -> (a,b) -> (a,b) joinA (x,y) = joinA @a @l x *** joinA @b @l y modifyA :: EClass (a, b) l -> (EClass (a, b) l, [Fix l]) modifyA c = let (ca, la) = modifyA @a (c { eClassData = fst (eClassData c) }) (cb, lb) = modifyA @b (c { eClassData = snd (eClassData c) }) in ( EClass (eClassId c) (eClassNodes ca <> eClassNodes cb) (eClassData ca, eClassData cb) (eClassParents ca <> eClassParents cb) , la <> lb )