hegg-0.6.0.0: src/Data/Equality/Matching.hs
{-# LANGUAGE ViewPatterns #-}
{-# LANGUAGE ScopedTypeVariables #-}
{-# LANGUAGE MonoLocalBinds #-}
{-|
Equality-matching, implemented using a relational database
(defined in 'Data.Equality.Matching.Database') according to the paper
\"Relational E-Matching\" https://arxiv.org/abs/2108.02290.
-}
module Data.Equality.Matching
( ematch
, eGraphToDatabase
, Match(..)
-- * Compiling a Pattern to a Query
, compileToQuery
, VarsState(varNames), findVarName
, userPatVars
, module Data.Equality.Matching.Pattern
)
where
import Data.Maybe (mapMaybe)
import Data.Foldable (toList)
import Data.Containers.ListUtils
import Control.Monad
import Control.Monad.Trans.State.Strict
import qualified Data.Map.Strict as M
import qualified Data.IntMap.Strict as IM
import qualified Data.IntSet as IS
import Data.Equality.Graph
import Data.Equality.Graph.Lens
import Data.Equality.Matching.Database
import Data.Equality.Matching.Pattern
import Data.Coerce (coerce)
-- | Matching a pattern on an e-graph returns the e-class in which the pattern
-- was matched and an e-class substitution for every 'VariablePattern' in the pattern.
data Match = Match
{ matchSubst :: !Subst
, matchClassId :: {-# UNPACK #-} !ClassId
}
-- TODO: Perhaps e-graph could carry database and rebuild it on rebuild
-- | Match a pattern 'Query', gotten from 'compileToQuery' on a 'Pattern',
-- against a 'Database', which is built from an 'EGraph' with 'eGraphToDatabase'.
--
-- Returns a list of matches, one 'Match' for each set of valid substitutions
-- for all variables and the equivalence class in which the pattern was matched.
--
-- 'ematch' takes a 'Database' instead of an 'EGraph' because the 'Database'
-- could be constructed only once and shared accross matching.
ematch :: Language l
=> Database l
-> (Query l, Var {- query root var -})
-> [Match]
ematch db (q, root) =
let
-- | Convert each substitution into a match by getting the class-id
-- where we matched from the subst
--
-- If the substitution is empty there is no match
f :: Subst -> Maybe Match
f s = if nullSubst s
then Nothing
else case lookupSubst root s of
Nothing -> error "how is root not in map?"
Just found -> pure (Match s found)
in mapMaybe f (genericJoin db q)
-- | Convert an e-graph into a database
eGraphToDatabase :: Language l => EGraph a l -> Database l
eGraphToDatabase egr = foldrWithKeyNM' addENodeToDB (DB mempty) (egr^._memo)
where
-- Add an enode in an e-graph, given its class, to a database
addENodeToDB :: Language l => ENode l -> ClassId -> Database l -> Database l
addENodeToDB enode classid (DB m) =
-- ROMES:TODO map find
-- Insert or create a relation R_f(i1,i2,...,in) for lang in which
DB $ M.alter (Just . populate (classid:children enode)) (operator enode) m
-- Populate or create a triemap given the population D_x (ClassIds)
-- Insert remaining ids population doesn't exist, recursively merge tries with remaining ids
populate :: [ClassId] -> Maybe IntTrie -> IntTrie
-- If trie map entry doesn't exist yet, populate an empty map with the remaining ids
populate [] Nothing = MkIntTrie mempty mempty
populate (x:xs) Nothing = MkIntTrie (IS.singleton x) $ IM.singleton x (populate xs Nothing)
-- If trie map entry already exists, populate the existing map with the remaining ids
populate [] (Just it) = it
populate (x:xs) (Just (MkIntTrie k m)) = MkIntTrie (x `IS.insert` k) $ IM.alter (Just . populate xs) x m
{-# INLINABLE eGraphToDatabase #-}
-- * Database related internals
-- | Auxiliary result in 'compileToQuery' algorithm
data AuxResult lang = {-# UNPACK #-} !Var :~ [Atom lang]
-- | Compiles a 'Pattern' to a 'Query' and returns the query root variable with
-- it.
-- The root variable's substitutions are the e-classes where the pattern
-- matched
compileToQuery :: (Traversable lang) => Pattern lang -> ((Query lang, Var), VarsState)
compileToQuery (VariablePattern n) = flip runState emptyVarsState $ do
v <- getVarName n
return (SelectAllQuery v, v)
compileToQuery pa =
let (root :~ atoms, varsState) = runState (aux pa) emptyVarsState
in ((Query (nubVars $ root:userPatVars varsState) atoms, root), varsState)
where
aux :: (Traversable lang) => Pattern lang -> State VarsState (AuxResult lang)
aux (VariablePattern x) = do
v <- getVarName x
return (v :~ []) -- from definition in relational e-matching paper (needed for as base case for recursion)
aux (NonVariablePattern p) = do
v <- nextVar
(toList -> auxs) <- traverse aux p
let boundVars = map (\(b :~ _) -> b) auxs
atoms = join $ map (\(_ :~ a) -> a) auxs
-- Number of bound vars should match number of children of this
-- lang. We can traverse the pattern and replace sub-patterns with
-- their corresponding bound variable
p' = evalState (subPatsToVars p boundVars) 0
return (v :~ (Atom (CVar v) (fmap CVar p'):atoms))
where
-- State keeps track of the index of the variable we're
-- taking from the bound vars array
subPatsToVars :: Traversable lang => lang (Pattern lang) -> [Var] -> State Int (lang Var)
subPatsToVars p' boundVars = traverse (const $ (boundVars !!) <$> (get >>= \i -> modify' (+1) >> return i)) p'
{-# INLINABLE compileToQuery #-}
--------------------------------------------------------------------------------
-- ** Vars utils for compileToQuery
--------------------------------------------------------------------------------
-- | Map user-given Variable names to internal 'Var's plus a counter
data VarsState = VarsState
{ varNames :: !(M.Map String Var)
, nextVarId :: !Int
}
-- | An empty 'VarsState'
emptyVarsState :: VarsState
emptyVarsState = VarsState mempty 0
-- | Compute the next internal 'Var' from the current 'VarNameMap'
nextVar :: State VarsState Var
nextVar = do
n <- gets nextVarId
modify' (\vs -> vs{nextVarId = nextVarId vs +1})
return (MatchVar n)
-- | Add a name to the 'VarNameMap' and get the resulting 'Var'.
getVarName :: String -> State VarsState Var
getVarName s = do
vm <- gets varNames
case M.lookup s vm of
Nothing -> do
n <- nextVar
modify' (\vs -> vs{varNames = M.insert s n (varNames vs)})
return n
Just v ->
return v
findVarName :: VarsState -> String -> Var
findVarName vs s = (varNames vs) M.! s
-- | Return the variables given in a pattern by a user, from the 'VarsState'
userPatVars :: VarsState -> [Var]
userPatVars = M.elems . varNames
-- | Deduplicate list of pattern Vars
nubVars :: [Var] -> [Var]
nubVars = coerce . nubInt . coerce