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futhark-0.25.34: src/Language/Futhark/Prop.hs

-- | This module provides various simple ways to query and manipulate
-- fundamental Futhark terms, such as types and values.  The intent is to
-- keep "Futhark.Language.Syntax" simple, and put whatever embellishments
-- we need here.
module Language.Futhark.Prop
  ( -- * Various
    Intrinsic (..),
    intrinsics,
    intrinsicVar,
    maxIntrinsicTag,
    namesToPrimTypes,
    qualName,
    qualify,
    primValueType,
    leadingOperator,
    progImports,
    decImports,
    progModuleTypes,
    identifierReference,
    prettyStacktrace,
    progHoles,
    defaultEntryPoint,
    paramName,
    anySize,
    isAnySize,

    -- * Queries on expressions
    typeOf,
    valBindTypeScheme,
    valBindBound,
    funType,
    stripExp,
    subExps,
    similarExps,
    sameExp,

    -- * Queries on patterns and params
    patIdents,
    patNames,
    patternMap,
    patternType,
    patternStructType,
    patternParam,
    patternOrderZero,

    -- * Queries on types
    uniqueness,
    unique,
    diet,
    arrayRank,
    arrayShape,
    orderZero,
    unfoldFunType,
    foldFunType,
    typeVars,
    isAccType,

    -- * Operations on types
    peelArray,
    stripArray,
    arrayOf,
    arrayOfWithAliases,
    toStructural,
    toStruct,
    toRes,
    toParam,
    resToParam,
    paramToRes,
    toResRet,
    setUniqueness,
    noSizes,
    traverseDims,
    DimPos (..),
    tupleRecord,
    isTupleRecord,
    areTupleFields,
    tupleFields,
    tupleFieldNames,
    sortFields,
    sortConstrs,
    isTypeParam,
    isSizeParam,
    matchDims,

    -- * Un-typechecked ASTs
    UncheckedType,
    UncheckedTypeExp,
    UncheckedIdent,
    UncheckedDimIndex,
    UncheckedSlice,
    UncheckedExp,
    UncheckedModExp,
    UncheckedModTypeExp,
    UncheckedTypeParam,
    UncheckedPat,
    UncheckedValBind,
    UncheckedTypeBind,
    UncheckedModTypeBind,
    UncheckedModBind,
    UncheckedDec,
    UncheckedSpec,
    UncheckedProg,
    UncheckedCase,

    -- * Type-checked ASTs
    Ident,
    DimIndex,
    Slice,
    AppExp,
    Exp,
    Pat,
    ModExp,
    ModParam,
    ModTypeExp,
    ModBind,
    ModTypeBind,
    ValBind,
    Dec,
    Spec,
    Prog,
    TypeBind,
    StructTypeArg,
    ScalarType,
    TypeParam,
    Case,
  )
where

import Control.Monad
import Control.Monad.State
import Data.Bifunctor
import Data.Bitraversable (bitraverse)
import Data.Char
import Data.Foldable
import Data.List (genericLength, isPrefixOf, sortOn)
import Data.List.NonEmpty qualified as NE
import Data.Map.Strict qualified as M
import Data.Maybe
import Data.Ord
import Data.Set qualified as S
import Data.Text qualified as T
import Futhark.Util (maxinum)
import Futhark.Util.Pretty
import Language.Futhark.Primitive qualified as Primitive
import Language.Futhark.Syntax
import Language.Futhark.Traversals
import Language.Futhark.Tuple

-- | The name of the default program entry point (@main@).
defaultEntryPoint :: Name
defaultEntryPoint = nameFromString "main"

-- | Return the dimensionality of a type.  For non-arrays, this is
-- zero.  For a one-dimensional array it is one, for a two-dimensional
-- it is two, and so forth.
arrayRank :: TypeBase d u -> Int
arrayRank = shapeRank . arrayShape

-- | Return the shape of a type - for non-arrays, this is 'mempty'.
arrayShape :: TypeBase dim as -> Shape dim
arrayShape (Array _ ds _) = ds
arrayShape _ = mempty

-- | Change the shape of a type to be just the rank.
noSizes :: TypeBase Size as -> TypeBase () as
noSizes = first $ const ()

-- | Where does this dimension occur?
data DimPos
  = -- | Immediately in the argument to 'traverseDims'.
    PosImmediate
  | -- | In a function parameter type.
    PosParam
  | -- | In a function return type.
    PosReturn
  deriving (Eq, Ord, Show)

-- | Perform a traversal (possibly including replacement) on sizes
-- that are parameters in a function type, but also including the type
-- immediately passed to the function.  Also passes along a set of the
-- parameter names inside the type that have come in scope at the
-- occurrence of the dimension.
traverseDims ::
  forall f fdim tdim als.
  (Applicative f) =>
  (S.Set VName -> DimPos -> fdim -> f tdim) ->
  TypeBase fdim als ->
  f (TypeBase tdim als)
traverseDims f = go mempty PosImmediate
  where
    go ::
      forall als'.
      S.Set VName ->
      DimPos ->
      TypeBase fdim als' ->
      f (TypeBase tdim als')
    go bound b t@Array {} =
      bitraverse (f bound b) pure t
    go bound b (Scalar (Record fields)) =
      Scalar . Record <$> traverse (go bound b) fields
    go bound b (Scalar (TypeVar as tn targs)) =
      Scalar <$> (TypeVar as tn <$> traverse (onTypeArg tn bound b) targs)
    go bound b (Scalar (Sum cs)) =
      Scalar . Sum <$> traverse (traverse (go bound b)) cs
    go _ _ (Scalar (Prim t)) =
      pure $ Scalar $ Prim t
    go bound _ (Scalar (Arrow als p u t1 (RetType dims t2))) =
      Scalar <$> (Arrow als p u <$> go bound' PosParam t1 <*> (RetType dims <$> go bound' PosReturn t2))
      where
        bound' =
          S.fromList dims
            <> case p of
              Named p' -> S.insert p' bound
              Unnamed -> bound

    onTypeArg _ bound b (TypeArgDim d) =
      TypeArgDim <$> f bound b d
    onTypeArg tn bound b (TypeArgType t) =
      TypeArgType <$> go bound b' t
      where
        b' =
          if qualLeaf tn == fst intrinsicAcc
            then b
            else PosParam

-- | Return the uniqueness of a type.
uniqueness :: TypeBase shape Uniqueness -> Uniqueness
uniqueness (Array u _ _) = u
uniqueness (Scalar (TypeVar u _ _)) = u
uniqueness (Scalar (Sum ts))
  | any (any unique) ts = Unique
uniqueness (Scalar (Record fs))
  | any unique fs = Unique
uniqueness _ = Nonunique

-- | @unique t@ is 'True' if the type of the argument is unique.
unique :: TypeBase shape Uniqueness -> Bool
unique = (== Unique) . uniqueness

-- | @diet t@ returns a description of how a function parameter of
-- type @t@ consumes its argument.
diet :: TypeBase shape Diet -> Diet
diet (Scalar (Record ets)) = foldl max Observe $ fmap diet ets
diet (Scalar (Prim _)) = Observe
diet (Scalar (Arrow {})) = Observe
diet (Array d _ _) = d
diet (Scalar (TypeVar d _ _)) = d
diet (Scalar (Sum cs)) = foldl max Observe $ foldMap (map diet) cs

-- | Convert any type to one that has rank information, no alias
-- information, and no embedded names.
toStructural ::
  TypeBase dim as ->
  TypeBase () ()
toStructural = bimap (const ()) (const ())

-- | Remove uniquenss information from a type.
toStruct :: TypeBase dim u -> TypeBase dim NoUniqueness
toStruct = second (const NoUniqueness)

-- | Uses 'Observe'.
toParam :: Diet -> TypeBase Size u -> ParamType
toParam d = fmap (const d)

-- | Convert to 'ResType'
toRes :: Uniqueness -> TypeBase Size u -> ResType
toRes u = fmap (const u)

-- | Convert to 'ResRetType'
toResRet :: Uniqueness -> RetTypeBase Size u -> ResRetType
toResRet u = second (const u)

-- | Preserves relation between 'Diet' and 'Uniqueness'.
resToParam :: ResType -> ParamType
resToParam = second f
  where
    f Unique = Consume
    f Nonunique = Observe

-- | Preserves relation between 'Diet' and 'Uniqueness'.
paramToRes :: ParamType -> ResType
paramToRes = second f
  where
    f Consume = Unique
    f Observe = Nonunique

-- | @peelArray n t@ returns the type resulting from peeling the first
-- @n@ array dimensions from @t@.  Returns @Nothing@ if @t@ has less
-- than @n@ dimensions.
peelArray :: Int -> TypeBase dim u -> Maybe (TypeBase dim u)
peelArray n (Array u shape t)
  | shapeRank shape == n =
      Just $ second (const u) (Scalar t)
  | otherwise =
      Array u <$> stripDims n shape <*> pure t
peelArray _ _ = Nothing

-- | @arrayOf u s t@ constructs an array type.  The convenience
-- compared to using the 'Array' constructor directly is that @t@ can
-- itself be an array.  If @t@ is an @n@-dimensional array, and @s@ is
-- a list of length @n@, the resulting type is of an @n+m@ dimensions.
arrayOf ::
  Shape dim ->
  TypeBase dim NoUniqueness ->
  TypeBase dim NoUniqueness
arrayOf = arrayOfWithAliases mempty

-- | Like 'arrayOf', but you can pass in uniqueness info of the
-- resulting array.
arrayOfWithAliases ::
  u ->
  Shape dim ->
  TypeBase dim u' ->
  TypeBase dim u
arrayOfWithAliases u shape2 (Array _ shape1 et) =
  Array u (shape2 <> shape1) et
arrayOfWithAliases u shape (Scalar t) =
  Array u shape (second (const mempty) t)

-- | @stripArray n t@ removes the @n@ outermost layers of the array.
-- Essentially, it is the type of indexing an array of type @t@ with
-- @n@ indexes.
stripArray :: Int -> TypeBase dim as -> TypeBase dim as
stripArray n (Array u shape et)
  | Just shape' <- stripDims n shape =
      Array u shape' et
  | otherwise =
      second (const u) (Scalar et)
stripArray _ t = t

-- | Create a record type corresponding to a tuple with the given
-- element types.
tupleRecord :: [TypeBase dim as] -> ScalarTypeBase dim as
tupleRecord = Record . M.fromList . zip tupleFieldNames

-- | Does this type corespond to a tuple?  If so, return the elements
-- of that tuple.
isTupleRecord :: TypeBase dim as -> Maybe [TypeBase dim as]
isTupleRecord (Scalar (Record fs)) = areTupleFields fs
isTupleRecord _ = Nothing

-- | Sort the constructors of a sum type in some well-defined (but not
-- otherwise significant) manner.
sortConstrs :: M.Map Name a -> [(Name, a)]
sortConstrs cs = sortOn fst $ M.toList cs

-- | Is this a 'TypeParamType'?
isTypeParam :: TypeParamBase vn -> Bool
isTypeParam TypeParamType {} = True
isTypeParam TypeParamDim {} = False

-- | Is this a 'TypeParamDim'?
isSizeParam :: TypeParamBase vn -> Bool
isSizeParam = not . isTypeParam

-- | The name, if any.
paramName :: PName -> Maybe VName
paramName (Named v) = Just v
paramName Unnamed = Nothing

-- | A special expression representing no known size, but encoding an
-- equivalence class (represented by the integer) that can be used to detect
-- unknown-but-equal sizes. This is important so that we do not throw away size
-- equalities just because the names become unknown to us (e.g. see #2326). The
-- type checker should _never_ produce anySizes - they are a (hopefully
-- temporary) thing introduced by defunctorisation and monomorphisation. They
-- represent a flaw in our implementation. When they occur in a return type,
-- they can be replaced with freshly created existential sizes. When they occur
-- in parameter types, they can be replaced with size parameters.
anySize :: Int -> Size
anySize x =
  -- The definition here is weird to avoid seeing this as a free variable.
  StringLit (map (fromIntegral . ord) (show x)) mempty

-- | If this is any size, retrieve the key for the equivalence class.
isAnySize :: Size -> Maybe Int
isAnySize (StringLit xs _) = Just $ read $ map (chr . fromIntegral) xs
isAnySize _ = Nothing

-- | Match the dimensions of otherwise assumed-equal types.  The
-- combining function is also passed the names bound within the type
-- (from named parameters or return types).
matchDims ::
  forall as m d1 d2.
  (Monoid as, Monad m) =>
  ([VName] -> d1 -> d2 -> m d1) ->
  TypeBase d1 as ->
  TypeBase d2 as ->
  m (TypeBase d1 as)
matchDims onDims = matchDims' mempty
  where
    matchDims' ::
      forall u'. (Monoid u') => [VName] -> TypeBase d1 u' -> TypeBase d2 u' -> m (TypeBase d1 u')
    matchDims' bound t1 t2 =
      case (t1, t2) of
        (Array u1 shape1 et1, Array u2 shape2 et2) ->
          arrayOfWithAliases u1
            <$> onShapes bound shape1 shape2
            <*> matchDims' bound (second (const u2) (Scalar et1)) (second (const u2) (Scalar et2))
        (Scalar (Record f1), Scalar (Record f2)) ->
          Scalar . Record
            <$> traverse (uncurry (matchDims' bound)) (M.intersectionWith (,) f1 f2)
        (Scalar (Sum cs1), Scalar (Sum cs2)) ->
          Scalar . Sum
            <$> traverse
              (traverse (uncurry (matchDims' bound)))
              (M.intersectionWith zip cs1 cs2)
        ( Scalar (Arrow als1 p1 d1 a1 (RetType dims1 b1)),
          Scalar (Arrow als2 p2 _d2 a2 (RetType dims2 b2))
          ) ->
            let bound' = mapMaybe paramName [p1, p2] <> dims1 <> dims2 <> bound
             in Scalar
                  <$> ( Arrow (als1 <> als2) p1 d1
                          <$> matchDims' bound' a1 a2
                          <*> (RetType dims1 <$> matchDims' bound' b1 b2)
                      )
        ( Scalar (TypeVar als1 v targs1),
          Scalar (TypeVar als2 _ targs2)
          ) ->
            Scalar . TypeVar (als1 <> als2) v
              <$> zipWithM (matchTypeArg bound) targs1 targs2
        _ -> pure t1

    matchTypeArg bound (TypeArgType t1) (TypeArgType t2) =
      TypeArgType <$> matchDims' bound t1 t2
    matchTypeArg bound (TypeArgDim x) (TypeArgDim y) =
      TypeArgDim <$> onDims bound x y
    matchTypeArg _ a _ = pure a

    onShapes bound shape1 shape2 =
      Shape <$> zipWithM (onDims bound) (shapeDims shape1) (shapeDims shape2)

-- | Set the uniqueness attribute of a type.  If the type is a record
-- or sum type, the uniqueness of its components will be modified.
setUniqueness :: TypeBase dim u1 -> u2 -> TypeBase dim u2
setUniqueness t u = second (const u) t

intValueType :: IntValue -> IntType
intValueType Int8Value {} = Int8
intValueType Int16Value {} = Int16
intValueType Int32Value {} = Int32
intValueType Int64Value {} = Int64

floatValueType :: FloatValue -> FloatType
floatValueType Float16Value {} = Float16
floatValueType Float32Value {} = Float32
floatValueType Float64Value {} = Float64

-- | The type of a basic value.
primValueType :: PrimValue -> PrimType
primValueType (SignedValue v) = Signed $ intValueType v
primValueType (UnsignedValue v) = Unsigned $ intValueType v
primValueType (FloatValue v) = FloatType $ floatValueType v
primValueType BoolValue {} = Bool

-- | The type of an Futhark term.  The aliasing will refer to itself, if
-- the term is a non-tuple-typed variable.
typeOf :: ExpBase Info VName -> StructType
typeOf (Literal val _) = Scalar $ Prim $ primValueType val
typeOf (IntLit _ (Info t) _) = t
typeOf (FloatLit _ (Info t) _) = t
typeOf (Parens e _) = typeOf e
typeOf (QualParens _ e _) = typeOf e
typeOf (TupLit es _) = Scalar $ tupleRecord $ map typeOf es
typeOf (RecordLit fs _) =
  Scalar $ Record $ M.fromList $ map record fs
  where
    record (RecordFieldExplicit (L _ name) e _) = (name, typeOf e)
    record (RecordFieldImplicit (L _ name) (Info t) _) = (baseName name, t)
typeOf (ArrayLit _ (Info t) _) = t
typeOf (ArrayVal vs t loc) =
  Array mempty (Shape [sizeFromInteger (genericLength vs) loc]) (Prim t)
typeOf (StringLit vs loc) =
  Array
    mempty
    (Shape [sizeFromInteger (genericLength vs) loc])
    (Prim (Unsigned Int8))
typeOf (Project _ _ (Info t) _) = t
typeOf (Var _ (Info t) _) = t
typeOf (Hole (Info t) _) = t
typeOf (Ascript e _ _) = typeOf e
typeOf (Coerce _ _ (Info t) _) = t
typeOf (Negate e _) = typeOf e
typeOf (Not e _) = typeOf e
typeOf (Update e _ _ _) = typeOf e
typeOf (RecordUpdate _ _ _ (Info t) _) = t
typeOf (Assert _ e _ _) = typeOf e
typeOf (Lambda params _ _ (Info t) _) = funType params t
typeOf (OpSection _ (Info t) _) = t
typeOf (OpSectionLeft _ _ _ (_, Info (pn, pt2)) (Info ret, _) _) =
  Scalar $ Arrow mempty pn (diet pt2) (toStruct pt2) ret
typeOf (OpSectionRight _ _ _ (Info (pn, pt1), _) (Info ret) _) =
  Scalar $ Arrow mempty pn (diet pt1) (toStruct pt1) ret
typeOf (ProjectSection _ (Info t) _) = t
typeOf (IndexSection _ (Info t) _) = t
typeOf (Constr _ _ (Info t) _) = t
typeOf (Attr _ e _) = typeOf e
typeOf (AppExp _ (Info res)) = appResType res

-- | The type of a function with the given parameters and return type.
funType :: [Pat ParamType] -> ResRetType -> StructType
funType params ret =
  let RetType _ t = foldr (arrow . patternParam) ret params
   in toStruct t
  where
    arrow (xp, d, xt) yt =
      RetType [] $ Scalar $ Arrow Nonunique xp d xt yt

-- | @foldFunType ts ret@ creates a function type ('Arrow') that takes
-- @ts@ as parameters and returns @ret@.
foldFunType :: [ParamType] -> ResRetType -> StructType
foldFunType ps ret =
  let RetType _ t = foldr arrow ret ps
   in toStruct t
  where
    arrow t1 t2 =
      RetType [] $ Scalar $ Arrow Nonunique Unnamed (diet t1) (toStruct t1) t2

-- | Extract the parameter types and return type from a type.
-- If the type is not an arrow type, the list of parameter types is empty.
unfoldFunType :: TypeBase dim as -> ([TypeBase dim Diet], TypeBase dim NoUniqueness)
unfoldFunType (Scalar (Arrow _ _ d t1 (RetType _ t2))) =
  let (ps, r) = unfoldFunType t2
   in (second (const d) t1 : ps, r)
unfoldFunType t = ([], toStruct t)

-- | The type scheme of a value binding, comprising the type
-- parameters and the actual type.
valBindTypeScheme :: ValBindBase Info VName -> ([TypeParamBase VName], StructType)
valBindTypeScheme vb =
  ( valBindTypeParams vb,
    funType (valBindParams vb) (unInfo (valBindRetType vb))
  )

-- | The names that are brought into scope by this value binding (not
-- including its own parameter names, but including any existential
-- sizes).
valBindBound :: ValBindBase Info VName -> [VName]
valBindBound vb =
  valBindName vb
    : case valBindParams vb of
      [] -> retDims (unInfo (valBindRetType vb))
      _ -> []

-- | The type names mentioned in a type.
typeVars :: TypeBase dim as -> S.Set VName
typeVars t =
  case t of
    Scalar Prim {} -> mempty
    Scalar (TypeVar _ tn targs) ->
      mconcat $ S.singleton (qualLeaf tn) : map typeArgFree targs
    Scalar (Arrow _ _ _ t1 (RetType _ t2)) -> typeVars t1 <> typeVars t2
    Scalar (Record fields) -> foldMap typeVars fields
    Scalar (Sum cs) -> mconcat $ (foldMap . fmap) typeVars cs
    Array _ _ rt -> typeVars $ Scalar rt
  where
    typeArgFree (TypeArgType ta) = typeVars ta
    typeArgFree TypeArgDim {} = mempty

-- | @orderZero t@ is 'True' if the argument type has order 0, i.e., it is not
-- a function type, does not contain a function type as a subcomponent, and may
-- not be instantiated with a function type.
orderZero :: TypeBase dim as -> Bool
orderZero Array {} = True
orderZero (Scalar (Prim _)) = True
orderZero (Scalar (Record fs)) = all orderZero $ M.elems fs
orderZero (Scalar TypeVar {}) = True
orderZero (Scalar Arrow {}) = False
orderZero (Scalar (Sum cs)) = all (all orderZero) cs

-- | @patternOrderZero pat@ is 'True' if all of the types in the given pattern
-- have order 0.
patternOrderZero :: Pat (TypeBase d u) -> Bool
patternOrderZero = orderZero . patternType

-- | The set of identifiers bound in a pattern.
patIdents :: PatBase f vn t -> [IdentBase f vn t]
patIdents (Id v t loc) = [Ident v t loc]
patIdents (PatParens p _) = patIdents p
patIdents (TuplePat pats _) = foldMap patIdents pats
patIdents (RecordPat fs _) = foldMap (patIdents . snd) fs
patIdents Wildcard {} = mempty
patIdents (PatAscription p _ _) = patIdents p
patIdents PatLit {} = mempty
patIdents (PatConstr _ _ ps _) = foldMap patIdents ps
patIdents (PatAttr _ p _) = patIdents p

-- | The set of names bound in a pattern.
patNames :: Pat t -> [VName]
patNames = map fst . patternMap

-- | Each name bound in a pattern alongside its type.
patternMap :: Pat t -> [(VName, t)]
patternMap = map f . patIdents
  where
    f (Ident v (Info t) _) = (v, t)

-- | The type of values bound by the pattern.
patternType :: Pat (TypeBase d u) -> TypeBase d u
patternType (Wildcard (Info t) _) = t
patternType (PatParens p _) = patternType p
patternType (Id _ (Info t) _) = t
patternType (TuplePat pats _) = Scalar $ tupleRecord $ map patternType pats
patternType (RecordPat fs _) =
  Scalar $ Record $ patternType <$> M.fromList (map (first unLoc) fs)
patternType (PatAscription p _ _) = patternType p
patternType (PatLit _ (Info t) _) = t
patternType (PatConstr _ (Info t) _ _) = t
patternType (PatAttr _ p _) = patternType p

-- | The type matched by the pattern, including shape declarations if present.
patternStructType :: Pat (TypeBase Size u) -> StructType
patternStructType = toStruct . patternType

-- | When viewed as a function parameter, does this pattern correspond
-- to a named parameter of some type?
patternParam :: Pat ParamType -> (PName, Diet, StructType)
patternParam (PatParens p _) =
  patternParam p
patternParam (PatAttr _ p _) =
  patternParam p
patternParam (PatAscription (Id v (Info t) _) _ _) =
  (Named v, diet t, toStruct t)
patternParam (Id v (Info t) _) =
  (Named v, diet t, toStruct t)
patternParam p =
  (Unnamed, diet p_t, toStruct p_t)
  where
    p_t = patternType p

-- | Names of primitive types to types.  This is only valid if no
-- shadowing is going on, but useful for tools.
namesToPrimTypes :: M.Map Name PrimType
namesToPrimTypes =
  M.fromList
    [ (nameFromString $ prettyString t, t)
      | t <-
          Bool
            : map Signed [minBound .. maxBound]
            ++ map Unsigned [minBound .. maxBound]
            ++ map FloatType [minBound .. maxBound]
    ]

-- | The nature of something predefined.  For functions, these can
-- either be monomorphic or overloaded.  An overloaded builtin is a
-- list valid types it can be instantiated with, to the parameter and
-- result type, with 'Nothing' representing the overloaded parameter
-- type.
data Intrinsic
  = IntrinsicMonoFun [PrimType] PrimType
  | IntrinsicOverloadedFun [PrimType] [Maybe PrimType] (Maybe PrimType)
  | IntrinsicPolyFun [TypeParamBase VName] [ParamType] (RetTypeBase Size Uniqueness)
  | IntrinsicType Liftedness [TypeParamBase VName] StructType
  | IntrinsicEquality -- Special cased.

intrinsicAcc :: (VName, Intrinsic)
intrinsicAcc =
  ( acc_v,
    IntrinsicType SizeLifted [TypeParamType Unlifted t_v mempty] $
      Scalar $
        TypeVar mempty (qualName acc_v) [arg]
  )
  where
    acc_v = VName "acc" 10
    t_v = VName "t" 11
    arg = TypeArgType $ Scalar (TypeVar mempty (qualName t_v) [])

-- | If this type corresponds to the builtin "acc" type, return the
-- type of the underlying array.
isAccType :: TypeBase d u -> Maybe (TypeBase d NoUniqueness)
isAccType (Scalar (TypeVar _ (QualName [] v) [TypeArgType t]))
  | v == fst intrinsicAcc =
      Just t
isAccType _ = Nothing

-- | Find the 'VName' corresponding to a builtin.  Crashes if that
-- name cannot be found.
intrinsicVar :: Name -> VName
intrinsicVar v =
  fromMaybe bad $ find ((v ==) . baseName) $ M.keys intrinsics
  where
    bad = error $ "findBuiltin: " <> nameToString v

mkBinOp :: Name -> StructType -> Exp -> Exp -> Exp
mkBinOp op t x y =
  AppExp
    ( BinOp
        (qualName (intrinsicVar op), mempty)
        (Info t)
        (x, Info Nothing)
        (y, Info Nothing)
        mempty
    )
    (Info $ AppRes t [])

mkAdd, mkMul :: Exp -> Exp -> Exp
mkAdd = mkBinOp "+" $ Scalar $ Prim $ Signed Int64
mkMul = mkBinOp "*" $ Scalar $ Prim $ Signed Int64

-- | A map of all built-ins.
intrinsics :: M.Map VName Intrinsic
intrinsics =
  (M.fromList [intrinsicAcc] <>) $
    M.fromList $
      primOp
        ++ zipWith
          namify
          [intrinsicStart ..]
          ( [ ( "manifest",
                IntrinsicPolyFun
                  [tp_a]
                  [Scalar $ t_a mempty]
                  $ RetType []
                  $ Scalar
                  $ t_a Unique
              ),
              ( "flatten",
                IntrinsicPolyFun
                  [tp_a, sp_n, sp_m]
                  [Array Observe (shape [n, m]) $ t_a mempty]
                  $ RetType []
                  $ Array
                    Nonunique
                    (Shape [size n `mkMul` size m])
                    (t_a mempty)
              ),
              ( "unflatten",
                IntrinsicPolyFun
                  [tp_a, sp_n, sp_m]
                  [ Scalar $ Prim $ Signed Int64,
                    Scalar $ Prim $ Signed Int64,
                    Array Observe (Shape [size n `mkMul` size m]) $ t_a mempty
                  ]
                  $ RetType []
                  $ Array Nonunique (shape [n, m]) (t_a mempty)
              ),
              ( "concat",
                IntrinsicPolyFun
                  [tp_a, sp_n, sp_m]
                  [ array_a Observe $ shape [n],
                    array_a Observe $ shape [m]
                  ]
                  $ RetType []
                  $ array_a Unique
                  $ Shape [size n `mkAdd` size m]
              ),
              ( "transpose",
                IntrinsicPolyFun
                  [tp_a, sp_n, sp_m]
                  [array_a Observe $ shape [n, m]]
                  $ RetType []
                  $ array_a Nonunique
                  $ shape [m, n]
              ),
              ( "scatter",
                IntrinsicPolyFun
                  [tp_a, sp_n, sp_l]
                  [ Array Consume (shape [n]) $ t_a mempty,
                    Array Observe (shape [l]) (Prim $ Signed Int64),
                    Array Observe (shape [l]) $ t_a mempty
                  ]
                  $ RetType []
                  $ Array Unique (shape [n]) (t_a mempty)
              ),
              ( "scatter_2d",
                IntrinsicPolyFun
                  [tp_a, sp_n, sp_m, sp_l]
                  [ array_a Consume $ shape [n, m],
                    Array Observe (shape [l]) (tupInt64 2),
                    Array Observe (shape [l]) $ t_a mempty
                  ]
                  $ RetType []
                  $ array_a Unique
                  $ shape [n, m]
              ),
              ( "scatter_3d",
                IntrinsicPolyFun
                  [tp_a, sp_n, sp_m, sp_k, sp_l]
                  [ array_a Consume $ shape [n, m, k],
                    Array Observe (shape [l]) (tupInt64 3),
                    Array Observe (shape [l]) $ t_a mempty
                  ]
                  $ RetType []
                  $ array_a Unique
                  $ shape [n, m, k]
              ),
              ( "zip",
                IntrinsicPolyFun
                  [tp_a, tp_b, sp_n]
                  [ array_a Observe (shape [n]),
                    array_b Observe (shape [n])
                  ]
                  $ RetType []
                  $ tuple_array Unique (Scalar $ t_a mempty) (Scalar $ t_b mempty)
                  $ shape [n]
              ),
              ( "unzip",
                IntrinsicPolyFun
                  [tp_a, tp_b, sp_n]
                  [tuple_array Observe (Scalar $ t_a mempty) (Scalar $ t_b mempty) $ shape [n]]
                  $ RetType [] . Scalar . Record . M.fromList
                  $ zip tupleFieldNames [array_a Unique $ shape [n], array_b Unique $ shape [n]]
              ),
              ( "hist_1d",
                IntrinsicPolyFun
                  [tp_a, sp_n, sp_m]
                  [ Scalar $ Prim $ Signed Int64,
                    array_a Consume $ shape [m],
                    Scalar (t_a mempty) `arr` (Scalar (t_a mempty) `arr` Scalar (t_a Nonunique)),
                    Scalar $ t_a Observe,
                    Array Observe (shape [n]) (tupInt64 1),
                    array_a Observe (shape [n])
                  ]
                  $ RetType []
                  $ array_a Unique
                  $ shape [m]
              ),
              ( "hist_2d",
                IntrinsicPolyFun
                  [tp_a, sp_n, sp_m, sp_k]
                  [ Scalar $ Prim $ Signed Int64,
                    array_a Consume $ shape [m, k],
                    Scalar (t_a mempty) `arr` (Scalar (t_a mempty) `arr` Scalar (t_a Nonunique)),
                    Scalar $ t_a Observe,
                    Array Observe (shape [n]) (tupInt64 2),
                    array_a Observe (shape [n])
                  ]
                  $ RetType []
                  $ array_a Unique
                  $ shape [m, k]
              ),
              ( "hist_3d",
                IntrinsicPolyFun
                  [tp_a, sp_n, sp_m, sp_k, sp_l]
                  [ Scalar $ Prim $ Signed Int64,
                    array_a Consume $ shape [m, k, l],
                    Scalar (t_a mempty) `arr` (Scalar (t_a mempty) `arr` Scalar (t_a Nonunique)),
                    Scalar $ t_a Observe,
                    Array Observe (shape [n]) (tupInt64 3),
                    array_a Observe (shape [n])
                  ]
                  $ RetType []
                  $ array_a Unique
                  $ shape [m, k, l]
              ),
              ( "map",
                IntrinsicPolyFun
                  [tp_a, tp_b, sp_n]
                  [ Scalar (t_a mempty) `arr` Scalar (t_b Nonunique),
                    array_a Observe $ shape [n]
                  ]
                  $ RetType []
                  $ array_b Unique
                  $ shape [n]
              ),
              ( "reduce",
                IntrinsicPolyFun
                  [tp_a, sp_n]
                  [ Scalar (t_a mempty) `arr` (Scalar (t_a mempty) `arr` Scalar (t_a Nonunique)),
                    Scalar $ t_a Observe,
                    array_a Observe $ shape [n]
                  ]
                  $ RetType []
                  $ Scalar (t_a Unique)
              ),
              ( "reduce_comm",
                IntrinsicPolyFun
                  [tp_a, sp_n]
                  [ Scalar (t_a mempty) `arr` (Scalar (t_a mempty) `arr` Scalar (t_a Nonunique)),
                    Scalar $ t_a Observe,
                    array_a Observe $ shape [n]
                  ]
                  $ RetType [] (Scalar (t_a Unique))
              ),
              ( "scan",
                IntrinsicPolyFun
                  [tp_a, sp_n]
                  [ Scalar (t_a mempty) `arr` (Scalar (t_a mempty) `arr` Scalar (t_a Nonunique)),
                    Scalar $ t_a Observe,
                    array_a Observe $ shape [n]
                  ]
                  $ RetType [] (array_a Unique $ shape [n])
              ),
              ( "partition",
                IntrinsicPolyFun
                  [tp_a, sp_n]
                  [ Scalar (Prim $ Signed Int32),
                    Scalar (t_a mempty) `arr` Scalar (Prim $ Signed Int64),
                    array_a Observe $ shape [n]
                  ]
                  ( RetType [k] . Scalar $
                      tupleRecord
                        [ array_a Unique $ shape [n],
                          Array Unique (shape [k]) (Prim $ Signed Int64)
                        ]
                  )
              ),
              ( "acc_write",
                IntrinsicPolyFun
                  [sp_k, tp_a]
                  [ Scalar $ accType Consume $ array_ka mempty,
                    Scalar (Prim $ Signed Int64),
                    Scalar $ t_a Observe
                  ]
                  $ RetType []
                  $ Scalar
                  $ accType Unique (array_ka mempty)
              ),
              ( "scatter_stream",
                IntrinsicPolyFun
                  [tp_a, tp_b, sp_k, sp_n]
                  [ array_ka Consume,
                    Scalar (accType mempty (array_ka mempty))
                      `carr` ( Scalar (t_b mempty)
                                 `arr` Scalar (accType Nonunique $ array_a mempty $ shape [k])
                             ),
                    array_b Observe $ shape [n]
                  ]
                  $ RetType []
                  $ array_ka Unique
              ),
              ( "hist_stream",
                IntrinsicPolyFun
                  [tp_a, tp_b, sp_k, sp_n]
                  [ array_a Consume $ shape [k],
                    Scalar (t_a mempty) `arr` (Scalar (t_a mempty) `arr` Scalar (t_a Nonunique)),
                    Scalar $ t_a Observe,
                    Scalar (accType mempty $ array_ka mempty)
                      `carr` ( Scalar (t_b mempty)
                                 `arr` Scalar (accType Nonunique $ array_a mempty $ shape [k])
                             ),
                    array_b Observe $ shape [n]
                  ]
                  $ RetType []
                  $ array_a Unique
                  $ shape [k]
              ),
              ( "jvp2",
                IntrinsicPolyFun
                  [tp_a, tp_b]
                  [ Scalar (t_a mempty) `arr` Scalar (t_b Nonunique),
                    Scalar (t_a Observe),
                    Scalar (t_a Observe)
                  ]
                  $ RetType []
                  $ Scalar
                  $ tupleRecord [Scalar $ t_b Nonunique, Scalar $ t_b Nonunique]
              ),
              ( "vjp2",
                IntrinsicPolyFun
                  [tp_a, tp_b]
                  [ Scalar (t_a mempty) `arr` Scalar (t_b Nonunique),
                    Scalar (t_a Observe),
                    Scalar (t_b Observe)
                  ]
                  $ RetType []
                  $ Scalar
                  $ tupleRecord [Scalar $ t_b Nonunique, Scalar $ t_a Nonunique]
              )
            ]
              ++
              -- Experimental LMAD ones.
              [ ( "flat_index_2d",
                  IntrinsicPolyFun
                    [tp_a, sp_n]
                    [ array_a Observe $ shape [n],
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64)
                    ]
                    $ RetType [m, k]
                    $ array_a Nonunique
                    $ shape [m, k]
                ),
                ( "flat_update_2d",
                  IntrinsicPolyFun
                    [tp_a, sp_n, sp_k, sp_l]
                    [ array_a Consume $ shape [n],
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      array_a Observe $ shape [k, l]
                    ]
                    $ RetType []
                    $ array_a Unique
                    $ shape [n]
                ),
                ( "flat_index_3d",
                  IntrinsicPolyFun
                    [tp_a, sp_n]
                    [ array_a Observe $ shape [n],
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64)
                    ]
                    $ RetType [m, k, l]
                    $ array_a Nonunique
                    $ shape [m, k, l]
                ),
                ( "flat_update_3d",
                  IntrinsicPolyFun
                    [tp_a, sp_n, sp_k, sp_l, sp_p]
                    [ array_a Consume $ shape [n],
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      array_a Observe $ shape [k, l, p]
                    ]
                    $ RetType []
                    $ array_a Unique
                    $ shape [n]
                ),
                ( "flat_index_4d",
                  IntrinsicPolyFun
                    [tp_a, sp_n]
                    [ array_a Observe $ shape [n],
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64)
                    ]
                    $ RetType [m, k, l, p]
                    $ array_a Nonunique
                    $ shape [m, k, l, p]
                ),
                ( "flat_update_4d",
                  IntrinsicPolyFun
                    [tp_a, sp_n, sp_k, sp_l, sp_p, sp_q]
                    [ array_a Consume $ shape [n],
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      Scalar (Prim $ Signed Int64),
                      array_a Observe $ shape [k, l, p, q]
                    ]
                    $ RetType []
                    $ array_a Unique
                    $ shape [n]
                )
              ]
          )
  where
    primOp =
      zipWith namify [20 ..] $
        map primFun (M.toList Primitive.primFuns)
          ++ map unOpFun Primitive.allUnOps
          ++ map binOpFun Primitive.allBinOps
          ++ map cmpOpFun Primitive.allCmpOps
          ++ map convOpFun Primitive.allConvOps
          ++ map signFun Primitive.allIntTypes
          ++ map unsignFun Primitive.allIntTypes
          ++ map
            intrinsicPrim
            ( map Signed [minBound .. maxBound]
                ++ map Unsigned [minBound .. maxBound]
                ++ map FloatType [minBound .. maxBound]
                ++ [Bool]
            )
          ++
          -- This overrides the ! from Primitive.
          [ ( "!",
              IntrinsicOverloadedFun
                ( map Signed [minBound .. maxBound]
                    ++ map Unsigned [minBound .. maxBound]
                    ++ [Bool]
                )
                [Nothing]
                Nothing
            ),
            ( "neg",
              IntrinsicOverloadedFun
                ( map Signed [minBound .. maxBound]
                    ++ map Unsigned [minBound .. maxBound]
                    ++ map FloatType [minBound .. maxBound]
                    ++ [Bool]
                )
                [Nothing]
                Nothing
            )
          ]
          ++
          -- The reason for the loop formulation is to ensure that we
          -- get a missing case warning if we forget a case.
          mapMaybe mkIntrinsicBinOp [minBound .. maxBound]

    intrinsicStart = 1 + baseTag (fst $ last primOp)

    [a, b, n, m, k, l, p, q] = zipWith VName (map nameFromText ["a", "b", "n", "m", "k", "l", "p", "q"]) [0 ..]

    t_a u = TypeVar u (qualName a) []
    array_a u s = Array u s $ t_a mempty
    tp_a = TypeParamType Unlifted a mempty

    t_b u = TypeVar u (qualName b) []
    array_b u s = Array u s $ t_b mempty
    tp_b = TypeParamType Unlifted b mempty

    [sp_n, sp_m, sp_k, sp_l, sp_p, sp_q] = map (`TypeParamDim` mempty) [n, m, k, l, p, q]

    size = flip sizeFromName mempty . qualName
    shape = Shape . map size

    tuple_array u x y s =
      Array u s (Record (M.fromList $ zip tupleFieldNames [x, y]))

    arr x y = Scalar $ Arrow mempty Unnamed Observe x (RetType [] y)
    carr x y = Scalar $ Arrow mempty Unnamed Consume x (RetType [] y)

    array_ka u = Array u (Shape [sizeFromName (qualName k) mempty]) $ t_a mempty

    accType u t =
      TypeVar u (qualName (fst intrinsicAcc)) [TypeArgType t]

    namify i (x, y) = (VName (nameFromText x) i, y)

    primFun (name, (ts, t, _)) =
      (name, IntrinsicMonoFun (map unPrim ts) $ unPrim t)

    unOpFun bop = (prettyText bop, IntrinsicMonoFun [t] t)
      where
        t = unPrim $ Primitive.unOpType bop

    binOpFun bop = (prettyText bop, IntrinsicMonoFun [t, t] t)
      where
        t = unPrim $ Primitive.binOpType bop

    cmpOpFun bop = (prettyText bop, IntrinsicMonoFun [t, t] Bool)
      where
        t = unPrim $ Primitive.cmpOpType bop

    convOpFun cop = (prettyText cop, IntrinsicMonoFun [unPrim ft] $ unPrim tt)
      where
        (ft, tt) = Primitive.convOpType cop

    signFun t = ("sign_" <> prettyText t, IntrinsicMonoFun [Unsigned t] $ Signed t)

    unsignFun t = ("unsign_" <> prettyText t, IntrinsicMonoFun [Signed t] $ Unsigned t)

    unPrim (Primitive.IntType t) = Signed t
    unPrim (Primitive.FloatType t) = FloatType t
    unPrim Primitive.Bool = Bool
    unPrim Primitive.Unit = Bool

    intrinsicPrim t = (prettyText t, IntrinsicType Unlifted [] $ Scalar $ Prim t)

    anyIntType =
      map Signed [minBound .. maxBound]
        ++ map Unsigned [minBound .. maxBound]
    anyNumberType =
      anyIntType
        ++ map FloatType [minBound .. maxBound]
    anyPrimType = Bool : anyNumberType

    mkIntrinsicBinOp :: BinOp -> Maybe (T.Text, Intrinsic)
    mkIntrinsicBinOp op = do
      op' <- intrinsicBinOp op
      pure (prettyText op, op')

    binOp ts = Just $ IntrinsicOverloadedFun ts [Nothing, Nothing] Nothing
    ordering = Just $ IntrinsicOverloadedFun anyPrimType [Nothing, Nothing] (Just Bool)

    intrinsicBinOp Plus = binOp anyNumberType
    intrinsicBinOp Minus = binOp anyNumberType
    intrinsicBinOp Pow = binOp anyNumberType
    intrinsicBinOp Times = binOp anyNumberType
    intrinsicBinOp Divide = binOp anyNumberType
    intrinsicBinOp Mod = binOp anyNumberType
    intrinsicBinOp Quot = binOp anyIntType
    intrinsicBinOp Rem = binOp anyIntType
    intrinsicBinOp ShiftR = binOp anyIntType
    intrinsicBinOp ShiftL = binOp anyIntType
    intrinsicBinOp Band = binOp anyIntType
    intrinsicBinOp Xor = binOp anyIntType
    intrinsicBinOp Bor = binOp anyIntType
    intrinsicBinOp LogAnd = binOp [Bool]
    intrinsicBinOp LogOr = binOp [Bool]
    intrinsicBinOp Equal = Just IntrinsicEquality
    intrinsicBinOp NotEqual = Just IntrinsicEquality
    intrinsicBinOp Less = ordering
    intrinsicBinOp Leq = ordering
    intrinsicBinOp Greater = ordering
    intrinsicBinOp Geq = ordering
    intrinsicBinOp _ = Nothing

    tupInt64 1 =
      Prim $ Signed Int64
    tupInt64 x =
      tupleRecord $ replicate x $ Scalar $ Prim $ Signed Int64

-- | The largest tag used by an intrinsic - this can be used to
-- determine whether a 'VName' refers to an intrinsic or a user-defined name.
maxIntrinsicTag :: Int
maxIntrinsicTag = maxinum $ map baseTag $ M.keys intrinsics

-- | Create a name with no qualifiers from a name.
qualName :: v -> QualName v
qualName = QualName []

-- | Add another qualifier (at the head) to a qualified name.
qualify :: v -> QualName v -> QualName v
qualify k (QualName ks v) = QualName (k : ks) v

-- | The modules imported by a Futhark program.
progImports :: ProgBase f vn -> [(String, Loc)]
progImports = concatMap decImports . progDecs

-- | The modules imported by a single declaration.
decImports :: DecBase f vn -> [(String, Loc)]
decImports (OpenDec x _) = modExpImports x
decImports (ModDec md) = modExpImports $ modExp md
decImports ModTypeDec {} = []
decImports TypeDec {} = []
decImports ValDec {} = []
decImports (LocalDec d _) = decImports d
decImports (ImportDec x _ loc) = [(x, locOf loc)]

modExpImports :: ModExpBase f vn -> [(String, Loc)]
modExpImports ModVar {} = []
modExpImports (ModParens p _) = modExpImports p
modExpImports (ModImport f _ loc) = [(f, locOf loc)]
modExpImports (ModDecs ds _) = concatMap decImports ds
modExpImports (ModApply _ me _ _ _) = modExpImports me
modExpImports (ModAscript me _ _ _) = modExpImports me
modExpImports ModLambda {} = []

-- | The set of module types used in any exported (non-local)
-- declaration.
progModuleTypes :: ProgBase Info VName -> S.Set VName
progModuleTypes prog = foldMap reach mtypes_used
  where
    -- Fixed point iteration.
    reach v = S.singleton v <> maybe mempty (foldMap reach) (M.lookup v reachable_from_mtype)

    reachable_from_mtype = foldMap onDec $ progDecs prog
      where
        onDec OpenDec {} = mempty
        onDec ModDec {} = mempty
        onDec (ModTypeDec sb) =
          M.singleton (modTypeName sb) (onModTypeExp (modTypeExp sb))
        onDec TypeDec {} = mempty
        onDec ValDec {} = mempty
        onDec (LocalDec d _) = onDec d
        onDec ImportDec {} = mempty

        onModTypeExp (ModTypeVar v _ _) = S.singleton $ qualLeaf v
        onModTypeExp (ModTypeParens e _) = onModTypeExp e
        onModTypeExp (ModTypeSpecs ss _) = foldMap onSpec ss
        onModTypeExp (ModTypeWith e _ _) = onModTypeExp e
        onModTypeExp (ModTypeArrow _ e1 e2 _) = onModTypeExp e1 <> onModTypeExp e2

        onSpec ValSpec {} = mempty
        onSpec TypeSpec {} = mempty
        onSpec TypeAbbrSpec {} = mempty
        onSpec (ModSpec vn e _ _) = S.singleton vn <> onModTypeExp e
        onSpec (IncludeSpec e _) = onModTypeExp e

    mtypes_used = foldMap onDec $ progDecs prog
      where
        onDec (OpenDec x _) = onModExp x
        onDec (ModDec md) =
          maybe mempty (onModTypeExp . fst) (modType md) <> onModExp (modExp md)
        onDec ModTypeDec {} = mempty
        onDec TypeDec {} = mempty
        onDec ValDec {} = mempty
        onDec LocalDec {} = mempty
        onDec ImportDec {} = mempty

        onModExp ModVar {} = mempty
        onModExp (ModParens p _) = onModExp p
        onModExp ModImport {} = mempty
        onModExp (ModDecs ds _) = mconcat $ map onDec ds
        onModExp (ModApply me1 me2 _ _ _) = onModExp me1 <> onModExp me2
        onModExp (ModAscript me se _ _) = onModExp me <> onModTypeExp se
        onModExp (ModLambda p r me _) =
          onModParam p <> maybe mempty (onModTypeExp . fst) r <> onModExp me

        onModParam = onModTypeExp . modParamType

        onModTypeExp (ModTypeVar v _ _) = S.singleton $ qualLeaf v
        onModTypeExp (ModTypeParens e _) = onModTypeExp e
        onModTypeExp ModTypeSpecs {} = mempty
        onModTypeExp (ModTypeWith e _ _) = onModTypeExp e
        onModTypeExp (ModTypeArrow _ e1 e2 _) = onModTypeExp e1 <> onModTypeExp e2

-- | Extract a leading @((name, namespace, file), remainder)@ from a
-- documentation comment string.  These are formatted as
-- \`name\`\@namespace[\@file].  Let us hope that this pattern does not occur
-- anywhere else.
identifierReference :: String -> Maybe ((String, String, Maybe FilePath), String)
identifierReference ('`' : s)
  | (identifier, '`' : '@' : s') <- break (== '`') s,
    (namespace, s'') <- span isAlpha s',
    not $ null namespace =
      case s'' of
        '@' : '"' : s'''
          | (file, '"' : s'''') <- span (/= '"') s''' ->
              Just ((identifier, namespace, Just file), s'''')
        _ -> Just ((identifier, namespace, Nothing), s'')
identifierReference _ = Nothing

-- | Given an operator name, return the operator that determines its
-- syntactical properties.
leadingOperator :: Name -> BinOp
leadingOperator s =
  maybe Backtick snd $
    find ((`isPrefixOf` s') . fst) $
      sortOn (Down . length . fst) $
        zip (map prettyString operators) operators
  where
    s' = nameToString s
    operators :: [BinOp]
    operators = [minBound .. maxBound :: BinOp]

-- | Find instances of typed holes in the program.
progHoles :: ProgBase Info VName -> [(Loc, StructType)]
progHoles = foldMap holesInDec . progDecs
  where
    holesInDec (ValDec vb) = holesInExp $ valBindBody vb
    holesInDec (ModDec me) = holesInModExp $ modExp me
    holesInDec (OpenDec me _) = holesInModExp me
    holesInDec (LocalDec d _) = holesInDec d
    holesInDec TypeDec {} = mempty
    holesInDec ModTypeDec {} = mempty
    holesInDec ImportDec {} = mempty

    holesInModExp (ModDecs ds _) = foldMap holesInDec ds
    holesInModExp (ModParens me _) = holesInModExp me
    holesInModExp (ModApply x y _ _ _) = holesInModExp x <> holesInModExp y
    holesInModExp (ModAscript me _ _ _) = holesInModExp me
    holesInModExp (ModLambda _ _ me _) = holesInModExp me
    holesInModExp ModVar {} = mempty
    holesInModExp ModImport {} = mempty

    holesInExp = flip execState mempty . onExp

    onExp e@(Hole (Info t) loc) = do
      modify ((locOf loc, toStruct t) :)
      pure e
    onExp e = astMap (identityMapper {mapOnExp = onExp}) e

-- | Strip semantically irrelevant stuff from the top level of
-- expression.  This is used to provide a slightly fuzzy notion of
-- expression equality.
--
-- Ideally we'd implement unification on a simpler representation that
-- simply didn't allow us.
stripExp :: Exp -> Maybe Exp
stripExp (Parens e _) = stripExp e `mplus` Just e
stripExp (Assert _ e _ _) = stripExp e `mplus` Just e
stripExp (Attr _ e _) = stripExp e `mplus` Just e
stripExp (Ascript e _ _) = stripExp e `mplus` Just e
stripExp _ = Nothing

-- | All non-trivial subexpressions (as by stripExp) of some
-- expression, not including the expression itself.
subExps :: Exp -> [Exp]
subExps e
  | Just e' <- stripExp e = subExps e'
  | otherwise = astMap mapper e `execState` mempty
  where
    mapOnExp e'
      | Just e'' <- stripExp e' = mapOnExp e''
      | otherwise = do
          modify (e' :)
          astMap mapper e'
    mapper = identityMapper {mapOnExp}

similarSlices :: Slice -> Slice -> Maybe [(Exp, Exp)]
similarSlices slice1 slice2
  | length slice1 == length slice2 = do
      concat <$> zipWithM match slice1 slice2
  | otherwise = Nothing
  where
    match (DimFix e1) (DimFix e2) = Just [(e1, e2)]
    match (DimSlice a1 b1 c1) (DimSlice a2 b2 c2) =
      concat <$> sequence [pair (a1, a2), pair (b1, b2), pair (c1, c2)]
    match _ _ = Nothing
    pair (Nothing, Nothing) = Just []
    pair (Just x, Just y) = Just [(x, y)]
    pair _ = Nothing

-- | If these two expressions are structurally similar at top level as
-- sizes, produce their subexpressions (which are not necessarily
-- similar, but you can check for that!). This is the machinery
-- underlying expresssion unification. We assume that the expressions
-- have the same type.
similarExps :: Exp -> Exp -> Maybe [(Exp, Exp)]
similarExps e1 e2 | bareExp e1 == bareExp e2 = Just []
similarExps e1 e2 | Just e1' <- stripExp e1 = similarExps e1' e2
similarExps e1 e2 | Just e2' <- stripExp e2 = similarExps e1 e2'
similarExps (IntLit x _ _) (Literal v _) =
  case v of
    SignedValue (Int8Value y) | x == toInteger y -> Just []
    SignedValue (Int16Value y) | x == toInteger y -> Just []
    SignedValue (Int32Value y) | x == toInteger y -> Just []
    SignedValue (Int64Value y) | x == toInteger y -> Just []
    _ -> Nothing
similarExps
  (AppExp (BinOp (op1, _) _ (x1, _) (y1, _) _) _)
  (AppExp (BinOp (op2, _) _ (x2, _) (y2, _) _) _)
    | op1 == op2 = Just [(x1, x2), (y1, y2)]
similarExps (AppExp (Apply f1 args1 _) _) (AppExp (Apply f2 args2 _) _)
  | f1 == f2 = Just $ zip (map snd $ NE.toList args1) (map snd $ NE.toList args2)
similarExps (AppExp (Index arr1 slice1 _) _) (AppExp (Index arr2 slice2 _) _)
  | arr1 == arr2,
    length slice1 == length slice2 =
      similarSlices slice1 slice2
similarExps (TupLit es1 _) (TupLit es2 _)
  | length es1 == length es2 =
      Just $ zip es1 es2
similarExps (RecordLit fs1 _) (RecordLit fs2 _)
  | length fs1 == length fs2 =
      zipWithM onFields fs1 fs2
  where
    onFields (RecordFieldExplicit (L _ n1) fe1 _) (RecordFieldExplicit (L _ n2) fe2 _)
      | n1 == n2 = Just (fe1, fe2)
    onFields (RecordFieldImplicit (L _ vn1) ty1 _) (RecordFieldImplicit (L _ vn2) ty2 _) =
      Just (Var (qualName vn1) ty1 mempty, Var (qualName vn2) ty2 mempty)
    onFields _ _ = Nothing
similarExps (ArrayLit es1 _ _) (ArrayLit es2 _ _)
  | length es1 == length es2 =
      Just $ zip es1 es2
similarExps (Project field1 e1 _ _) (Project field2 e2 _ _)
  | field1 == field2 =
      Just [(e1, e2)]
similarExps (Negate e1 _) (Negate e2 _) =
  Just [(e1, e2)]
similarExps (Not e1 _) (Not e2 _) =
  Just [(e1, e2)]
similarExps (Constr n1 es1 _ _) (Constr n2 es2 _ _)
  | length es1 == length es2,
    n1 == n2 =
      Just $ zip es1 es2
similarExps (Update e1 slice1 e'1 _) (Update e2 slice2 e'2 _) =
  ([(e1, e2), (e'1, e'2)] ++) <$> similarSlices slice1 slice2
similarExps (RecordUpdate e1 names1 e'1 _ _) (RecordUpdate e2 names2 e'2 _ _)
  | names1 == names2 =
      Just [(e1, e2), (e'1, e'2)]
similarExps (OpSection op1 _ _) (OpSection op2 _ _)
  | op1 == op2 = Just []
similarExps (OpSectionLeft op1 _ x1 _ _ _) (OpSectionLeft op2 _ x2 _ _ _)
  | op1 == op2 = Just [(x1, x2)]
similarExps (OpSectionRight op1 _ x1 _ _ _) (OpSectionRight op2 _ x2 _ _ _)
  | op1 == op2 = Just [(x1, x2)]
similarExps (ProjectSection names1 _ _) (ProjectSection names2 _ _)
  | names1 == names2 = Just []
similarExps (IndexSection slice1 _ _) (IndexSection slice2 _ _) =
  similarSlices slice1 slice2
similarExps _ _ = Nothing

-- | Are these the same expression as per recursively invoking
-- 'similarExps'?
sameExp :: Exp -> Exp -> Bool
sameExp e1 e2
  | Just es <- similarExps e1 e2 =
      all (uncurry sameExp) es
  | otherwise = False

-- | An identifier with type- and aliasing information.
type Ident = IdentBase Info VName

-- | An index with type information.
type DimIndex = DimIndexBase Info VName

-- | A slice with type information.
type Slice = SliceBase Info VName

-- | An expression with type information.
type Exp = ExpBase Info VName

-- | An application expression with type information.
type AppExp = AppExpBase Info VName

-- | A pattern with type information.
type Pat = PatBase Info VName

-- | An constant declaration with type information.
type ValBind = ValBindBase Info VName

-- | A type binding with type information.
type TypeBind = TypeBindBase Info VName

-- | A type-checked module binding.
type ModBind = ModBindBase Info VName

-- | A type-checked module type binding.
type ModTypeBind = ModTypeBindBase Info VName

-- | A type-checked module expression.
type ModExp = ModExpBase Info VName

-- | A type-checked module parameter.
type ModParam = ModParamBase Info VName

-- | A type-checked module type expression.
type ModTypeExp = ModTypeExpBase Info VName

-- | A type-checked declaration.
type Dec = DecBase Info VName

-- | A type-checked specification.
type Spec = SpecBase Info VName

-- | An Futhark program with type information.
type Prog = ProgBase Info VName

-- | A known type arg with shape annotations.
type StructTypeArg = TypeArg Size

-- | A type-checked type parameter.
type TypeParam = TypeParamBase VName

-- | A known scalar type with no shape annotations.
type ScalarType = ScalarTypeBase ()

-- | A type-checked case (of a match expression).
type Case = CaseBase Info VName

-- | A type with no aliasing information but shape annotations.
type UncheckedType = TypeBase (Shape Name) ()

-- | An unchecked type expression.
type UncheckedTypeExp = TypeExp UncheckedExp Name

-- | An identifier with no type annotations.
type UncheckedIdent = IdentBase NoInfo Name

-- | An index with no type annotations.
type UncheckedDimIndex = DimIndexBase NoInfo Name

-- | A slice with no type annotations.
type UncheckedSlice = SliceBase NoInfo Name

-- | An expression with no type annotations.
type UncheckedExp = ExpBase NoInfo Name

-- | A module expression with no type annotations.
type UncheckedModExp = ModExpBase NoInfo Name

-- | A module type expression with no type annotations.
type UncheckedModTypeExp = ModTypeExpBase NoInfo Name

-- | A type parameter with no type annotations.
type UncheckedTypeParam = TypeParamBase Name

-- | A pattern with no type annotations.
type UncheckedPat = PatBase NoInfo Name

-- | A function declaration with no type annotations.
type UncheckedValBind = ValBindBase NoInfo Name

-- | A type binding with no type annotations.
type UncheckedTypeBind = TypeBindBase NoInfo Name

-- | A module type binding with no type annotations.
type UncheckedModTypeBind = ModTypeBindBase NoInfo Name

-- | A module binding with no type annotations.
type UncheckedModBind = ModBindBase NoInfo Name

-- | A declaration with no type annotations.
type UncheckedDec = DecBase NoInfo Name

-- | A spec with no type annotations.
type UncheckedSpec = SpecBase NoInfo Name

-- | A Futhark program with no type annotations.
type UncheckedProg = ProgBase NoInfo Name

-- | A case (of a match expression) with no type annotations.
type UncheckedCase = CaseBase NoInfo Name