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Hindley-Milner type checking with higher-kinded types, in OCaml
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type name = string | |
module AST = struct | |
type ty = | |
| TFun of ty * ty | |
| TNamed of string | |
| TApp of ty * ty | |
type exp = | |
| Annot of exp * ty | |
| Var of name | |
| App of exp * exp | |
| Lam of name * exp | |
| Let of name * exp * exp | |
end | |
module Tychk = struct | |
type type_id = int | |
type ty = | |
| TCon of type_id (* type constructor, like Int or Maybe *) | |
| TFun of ty * ty | |
| TApp of kind * ty * ty | |
| TUVar of hole ref | |
and hole = | |
| Filled of ty | |
| Empty of { lvl: int } | |
| Generalized of int (* only in type schemes *) | |
and ty_scheme = { num_vars: int; ty: ty } | |
and kind = | |
| Star | |
| KFun of kind * kind | |
type ctx = | |
{ lvl: int | |
; var_types: (name * ty_scheme) list | |
; tyvar_kinds: (name * kind) list | |
; tyvar_values: (name * ty) list } | |
exception Can'tUnify | |
module Kinds = struct | |
(* Super simple bidirectional elaboration for kinds | |
* Because the grammar of type annotations is so restrictive, I don't need | |
* kind unification (yet) *) | |
(* TODO: add actual unification when necessary *) | |
let unify a b = if a <> b then raise Can'tUnify | |
exception KindMismatch of kind * kind | |
let rec check (ctx: ctx) (e: AST.ty) (kind: kind) : ty = | |
(* type level is so simple (no lambdas or anything) that check can just | |
* pass on to infer | |
* Could only have infer but check is convenient to have *) | |
let ty, inferred = infer ctx e in | |
match unify kind inferred with | |
| () -> ty | |
| exception Can'tUnify -> raise (KindMismatch(kind, inferred)) | |
and infer (ctx: ctx) (e: AST.ty) : ty * kind = | |
match e with | |
| TFun(a, b) -> | |
let a', b' = check ctx a Star, check ctx b Star in | |
TFun(a', b'), Star | |
| TNamed name -> | |
let ty = List.assoc name ctx.tyvar_values in | |
let kind = List.assoc name ctx.tyvar_kinds in | |
ty, kind | |
| TApp(f, x) -> | |
match infer ctx f with | |
| f', KFun(a, b) -> TApp(a, f', check ctx x a), b | |
| _ -> failwith "Kind error: should have a function kind" | |
end | |
(* Standard HM generalization, instantiation, and unification *) | |
let rec deref = function | |
| TUVar { contents = Filled ty } -> deref ty | |
| ty -> ty | |
let generalize lvl (ty: ty) : ty_scheme = | |
let counter = ref 0 in | |
let rec go = function | |
| TCon type_id -> TCon type_id | |
| TFun(a, b) -> TFun(go a, go b) | |
| TApp(k, f, x) -> TApp(k, go f, go x) | |
| TUVar ref -> match !ref with | |
| Filled t -> go t | |
| Empty { lvl = hole_lvl } -> | |
if hole_lvl > lvl then begin | |
ref := Generalized !counter; | |
incr counter; | |
end; TUVar ref | |
| Generalized i -> TUVar ref in | |
let generalized = go ty in | |
{ num_vars = !counter; ty = generalized } | |
let instantiate lvl ({ num_vars; ty }: ty_scheme) : ty = | |
let new_holes = | |
Array.init num_vars (fun _ -> TUVar (ref (Empty { lvl }))) in | |
let rec go = function | |
| TCon type_id -> TCon type_id | |
| TFun(a, b) -> TFun(go a, go b) | |
| TApp(k, f, x) -> TApp(k, go f, go x) | |
| TUVar ref -> match !ref with | |
| Generalized i -> new_holes.(i) | |
| _ -> TUVar ref in | |
go ty | |
let rec unify ctx (x: ty) (y: ty) = match deref x, deref y with | |
| TUVar uvar_a, TUVar uvar_b -> unify_two_uvars uvar_a uvar_b | |
| TUVar uvar, b -> unify_uvar ctx uvar b | |
| a, TUVar uvar -> unify_uvar ctx uvar a | |
| TCon tx, TCon ty -> if tx <> ty then raise Can'tUnify | |
| TFun(xa, xb), TFun(ya, yb) -> unify ctx xa ya; unify ctx xb yb | |
| TApp(xk, xa, xb), TApp(yk, ya, yb) -> | |
Kinds.unify xk yk; unify ctx xa ya; unify ctx xb yb | |
| _ -> raise Can'tUnify | |
and unify_two_uvars a b = | |
if a == b then () else | |
let Empty { lvl = a_lvl } = !a in | |
let Empty { lvl = b_lvl } = !b in | |
if a_lvl < b_lvl then b := Filled (TUVar a) else a := Filled (TUVar b) | |
and unify_uvar ctx uvar b = | |
let Empty { lvl } = !uvar in | |
(* occurs check and fixing up levels *) | |
let rec check = function | |
| TCon type_id -> () | |
| TFun(a, b) -> check a; check b | |
| TApp(_, f, x) -> check f; check x | |
| TUVar u -> | |
if u == uvar (* pointer equality! *) | |
then raise Can'tUnify | |
else match !u with | |
| Filled t -> check t | |
| Empty { lvl = l } -> | |
if l > lvl then u := Empty { lvl } in | |
check b; | |
uvar := Filled b | |
(* Standard bidirectional typechecking *) | |
exception TypeMismatch of ty * ty | |
let rec check ctx (e: AST.exp) (ty: ty): unit = match e, deref ty with | |
| Lam(name, body), TFun(a, b) -> | |
let a_scheme = { num_vars = 0; ty = a } in | |
let ctx' = { ctx with var_types = (name, a_scheme) :: ctx.var_types } in | |
check ctx' body b | |
| Let(x, value, body), ty -> | |
let x_ty = infer_and_generalize ctx value in | |
let ctx' = { ctx with var_types = (x, x_ty) :: ctx.var_types } in | |
check ctx' body ty | |
| _ -> | |
let inferred = infer ctx e in | |
try unify ctx inferred ty with | |
| Can'tUnify -> raise (TypeMismatch(inferred, ty)) | |
and infer ctx (e: AST.exp): ty = match e with | |
| Var name -> instantiate ctx.lvl (List.assoc name ctx.var_types) | |
| Annot(e', ast_ty) -> | |
let ty = Kinds.check ctx ast_ty Star in | |
check ctx e' ty; | |
ty | |
| App(f, x) -> begin | |
let f_ty = infer ctx f in | |
match deref f_ty with | |
| TFun(a, b) -> check ctx x a; b | |
| TUVar ({ contents = Empty { lvl }} as uvar) -> | |
let a = TUVar (ref (Empty { lvl })) in | |
let b = TUVar (ref (Empty { lvl })) in | |
uvar := Filled (TFun(a, b)); | |
check ctx x a; b | |
| _ -> failwith "Must be a function" | |
end | |
| Lam(name, body) -> | |
let a = TUVar (ref (Empty { lvl = ctx.lvl })) in | |
let a_scheme = { num_vars = 0; ty = a } in | |
let ctx' = { ctx with var_types = (name, a_scheme) :: ctx.var_types } in | |
let b = infer ctx' body in | |
TFun(a, b) | |
| Let(x, value, body) -> | |
let x_ty = infer_and_generalize ctx value in | |
let ctx' = { ctx with var_types = (x, x_ty) :: ctx.var_types } in | |
infer ctx' body | |
and infer_and_generalize ctx (e: AST.exp) = | |
let ctx' = { ctx with lvl = ctx.lvl + 1 } in | |
let ty = infer ctx' e in | |
generalize ctx.lvl ty | |
end | |
let test (): Tychk.ty_scheme = | |
let open Tychk in | |
let maybe = TCon 0 in | |
let just = | |
let a = TUVar (ref (Generalized 0)) in | |
{ num_vars = 1; ty = TFun(a, TApp(Star, maybe, a)) } in | |
let list = TCon 1 in | |
let cons = | |
let a = TUVar (ref (Generalized 0)) in | |
let list_a = TApp(Star, list, a) in | |
{ num_vars = 1; ty = TFun(a, TFun(list_a, list_a)) } in | |
let ctx: ctx = | |
{ lvl = 0 | |
; var_types = ["just", just; "cons", cons] | |
; tyvar_kinds = ["maybe", KFun(Star, Star); "list", KFun(Star, Star)] | |
; tyvar_values = ["maybe", maybe; "list", list] } in | |
let term = let open AST in (* λ x xs. cons (just x) xs *) | |
Lam("x", Lam("xs", App(App(Var "cons", App(Var "just", Var "x")), Var "xs"))) in | |
infer_and_generalize ctx term |
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