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Diffstat (limited to 'users/wpcarro/scratch/compiler/inference.ml')
-rw-r--r-- | users/wpcarro/scratch/compiler/inference.ml | 183 |
1 files changed, 183 insertions, 0 deletions
diff --git a/users/wpcarro/scratch/compiler/inference.ml b/users/wpcarro/scratch/compiler/inference.ml new file mode 100644 index 000000000000..e00904a09eed --- /dev/null +++ b/users/wpcarro/scratch/compiler/inference.ml @@ -0,0 +1,183 @@ +(******************************************************************************* + * WIP implementation of the Hindley-Milner type system primarily for learning + * purposes. + * + * Wish List: + * - TODO Debug this inference (let f (fn x x) f) + ******************************************************************************) + +open Types +open Debug + +(******************************************************************************* + * Library + ******************************************************************************) + +let ( let* ) = Option.bind + +let set_from_list (xs : string list) : set = + xs |> List.fold_left (fun acc x -> FromString.add x true acc) FromString.empty + +(* Map union that favors the rhs values (i.e. "last writer wins"). *) +let lww (xs : 'a FromString.t) (ys : 'a FromString.t) : 'a FromString.t = + FromString.union (fun k x y -> Some y) xs ys + +let emptyEnv : env = FromString.empty + +let rec free_type_vars (t : _type) : set = + match t with + | TypeVariable k -> FromString.singleton k true + | TypeInt -> FromString.empty + | TypeBool -> FromString.empty + | TypeString -> FromString.empty + | TypeArrow (a, b) -> lww (free_type_vars a) (free_type_vars b) + +let i : int ref = ref 0 + +let make_type_var () : _type = + let res = Printf.sprintf "a%d" !i in + i := !i + 1; + TypeVariable res + +exception OccursCheck + +let bind_var (k : string) (t : _type) : substitution = + if t == TypeVariable k then FromString.empty + else if FromString.exists (fun name _ -> name == k) (free_type_vars t) then + raise OccursCheck + else FromString.singleton k t + +let rec instantiate (q : quantified_type) : _type = + let (QuantifiedType (names, t)) = q in + match t with + | TypeInt -> TypeInt + | TypeBool -> TypeBool + | TypeString -> TypeString + | TypeVariable k -> + if List.exists (( == ) k) names then make_type_var () else TypeVariable k + | TypeArrow (a, b) -> + TypeArrow + (instantiate (QuantifiedType (names, a)), instantiate (QuantifiedType (names, b))) + +let quantified_type_ftvs (q : quantified_type) : set = + let (QuantifiedType (names, t)) = q in + lww (free_type_vars t) (names |> set_from_list) + +let generalize (env : env) (t : _type) : quantified_type = + let envftv = + env |> FromString.bindings + |> List.map (fun (_, v) -> quantified_type_ftvs v) + |> List.fold_left lww FromString.empty + in + let names = + lww (free_type_vars t) envftv + |> FromString.bindings + |> List.map (fun (k, _) -> k) + in + QuantifiedType (names, t) + +let rec substitute_type (s : substitution) (t : _type) : _type = + match t with + | TypeVariable k as tvar -> + (match FromString.find_opt k s with + | Some v -> substitute_type s v + | None -> tvar) + | TypeArrow (a, b) -> TypeArrow (substitute_type s a, substitute_type s b) + | TypeInt -> TypeInt + | TypeBool -> TypeBool + | TypeString -> TypeString + +let substitute_quantified_type (s : substitution) (q : quantified_type) : quantified_type = + let (QuantifiedType (names, t)) = q in + let s1 = + FromString.filter (fun k v -> List.exists (fun x -> k != x) names) s + in + QuantifiedType (names, substitute_type s1 t) + +let substitute_env (s : substitution) (env : env) : env = + FromString.map (fun q -> substitute_quantified_type s q) env + +let compose_substitutions (xs : substitution list) : substitution = + let do_compose_substitutions s1 s2 = lww s2 (FromString.map (substitute_type s2) s1) in + List.fold_left do_compose_substitutions FromString.empty xs + +let rec unify (a : _type) (b : _type) : substitution option = + match (a, b) with + | TypeInt, TypeInt -> Some FromString.empty + | TypeBool, TypeBool -> Some FromString.empty + | TypeString, TypeString -> Some FromString.empty + | TypeVariable k, _ -> Some (bind_var k b) + | _, TypeVariable k -> Some (bind_var k a) + | TypeArrow (a, b), TypeArrow (c, d) -> + let* s1 = unify a c in + let* s2 = unify (substitute_type s1 b) (substitute_type s1 d) in + let s3 = compose_substitutions [s1; s2] in + s1 |> Debug.substitution |> Printf.sprintf "s1: %s\n" |> print_string; + s2 |> Debug.substitution |> Printf.sprintf "s2: %s\n" |> print_string; + s3 |> Debug.substitution |> Printf.sprintf "s3: %s\n" |> print_string; + Some s3 + | _ -> None + +let print_env (env : env) = + Printf.sprintf "env: %s\n" (Debug.env env) + |> print_string + +let print_val (x : value) = + Printf.sprintf "val: %s\n" (Debug.value x) + |> print_string + +let print_inference (x : inference option) = + match x with + | None -> "no inference\n" |> print_string + | Some x -> + Printf.sprintf "inf: %s\n" (Debug.inference x) + |> print_string + +let rec infer (env : env) (x : value) : inference option = + print_env env; + print_val x; + let res = match x with + | ValueLiteral lit -> ( + match lit with + | LiteralInt _ -> Some (Inference (FromString.empty, TypeInt)) + | LiteralBool _ -> Some (Inference (FromString.empty, TypeBool)) + | LiteralString _ -> Some (Inference (FromString.empty, TypeString))) + | ValueVariable k -> + let* v = FromString.find_opt k env in + Some (Inference (FromString.empty, instantiate v)) + | ValueFunction (param, body) -> + let typevar = make_type_var () in + let env1 = FromString.remove param env in + let env2 = lww (FromString.singleton param (QuantifiedType ([], typevar))) env1 in + let* (Inference (s1, t1)) = infer env2 body in + Some (Inference (s1, TypeArrow (substitute_type s1 typevar, t1))) + | ValueApplication (f, x) -> + let result = make_type_var () in + let* (Inference (s1, t1)) = infer env f in + let* (Inference (s2, t2)) = infer (substitute_env s1 env) x in + let* s3 = unify (substitute_type s2 t1) (TypeArrow (t2, result)) in + Some (Inference + ( compose_substitutions [s3; s2; s1], + substitute_type s3 result )) + | ValueVarApplication (name, x) -> + let* v = FromString.find_opt name env in + let t1 = instantiate v in + let typevar = make_type_var () in + let* (Inference (s2, t2)) = infer env x in + let* s3 = unify (substitute_type s2 t1) (TypeArrow (t2, typevar)) in + Some (Inference + ( compose_substitutions [s2; s3], + substitute_type s3 typevar )) + | ValueBinder (k, v, body) -> + let* (Inference (s1, t1)) = infer env v in + let env1 = FromString.remove k env in + let tg = generalize (substitute_env s1 env) t1 in + let env2 = FromString.add k tg env1 in + let* (Inference (s2, t2)) = infer (substitute_env s1 env2) body in + Some (Inference (compose_substitutions [s1; s2], t2)) in + print_inference res; + res + +let do_infer (x : value) : _type option = + let* Inference (_, t) = infer FromString.empty x in + Some t |