catala/compiler/lcalc/closure_conversion.ml

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(* This file is part of the Catala compiler, a specification language for tax
and social benefits computation rules. Copyright (C) 2022 Inria, contributor:
Denis Merigoux <denis.merigoux@inria.fr>
Licensed under the Apache License, Version 2.0 (the "License"); you may not
use this file except in compliance with the License. You may obtain a copy of
the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
License for the specific language governing permissions and limitations under
the License. *)
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open Catala_utils
open Shared_ast
open Ast
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module D = Dcalc.Ast
type 'm ctx = {
name_context : string;
globally_bound_vars : ('m expr, typ) Var.Map.t;
}
(** Function types will be transformed in this way throughout, including in
[decl_ctx] *)
let rec translate_type t =
let pos = Mark.get t in
match Mark.remove t with
| TArrow (t1, t2) ->
( TTuple
[
( TArrow
( (TClosureEnv, Pos.no_pos) :: List.map translate_type t1,
translate_type t2 ),
Pos.no_pos );
TClosureEnv, Pos.no_pos;
],
pos )
| TDefault t' -> TDefault (translate_type t'), pos
| TOption t' -> TOption (translate_type t'), pos
| TAny | TClosureEnv | TLit _ | TEnum _ | TStruct _ -> t
| TArray ts -> TArray (translate_type ts), pos
| TTuple ts -> TTuple (List.map translate_type ts), pos
let translate_mark e = Mark.map_mark (Expr.map_ty translate_type) e
let join_vars : ('a, 'x) Var.Map.t -> ('a, 'x) Var.Map.t -> ('a, 'x) Var.Map.t =
fun m1 m2 -> Var.Map.union (fun _ a _ -> Some a) m1 m2
(** {1 Transforming closures}*)
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let build_closure :
type m.
m ctx ->
(m expr Var.t * m mark) list ->
m expr boxed ->
m expr Var.t array ->
typ list ->
m mark ->
m expr boxed =
fun ctx free_vars body args tys m ->
(* λ x.t *)
let pos = Expr.mark_pos m in
let mark_ty ty = Expr.with_ty m ty in
let free_vars_types = List.map (fun (_, m) -> Expr.maybe_ty m) free_vars in
(* x1, ..., xn *)
let code_var = Var.make ctx.name_context in
(* code *)
let closure_env_arg_var = Var.make "env" in
let closure_env_var = Var.make "env" in
let env_ty = TTuple free_vars_types, pos in
(* let env = from_closure_env env in let arg0 = env.0 in ... *)
let new_closure_body =
Expr.make_let_in closure_env_var env_ty
(Expr.eappop
~op:(Operator.FromClosureEnv, pos)
~tys:[TClosureEnv, pos]
~args:[Expr.evar closure_env_arg_var (mark_ty (TClosureEnv, pos))]
(mark_ty env_ty))
(Expr.make_multiple_let_in
(Array.of_list (List.map fst free_vars))
free_vars_types
(List.mapi
(fun i _ ->
Expr.make_tupleaccess
(Expr.evar closure_env_var (mark_ty env_ty))
i (List.length free_vars) pos)
free_vars)
body pos)
pos
in
(* fun env arg0 ... -> new_closure_body *)
let new_closure =
Expr.make_abs
(Array.append [| closure_env_arg_var |] args)
new_closure_body
((TClosureEnv, pos) :: tys)
pos
in
let new_closure_ty = Expr.maybe_ty (Mark.get new_closure) in
Expr.make_let_in code_var new_closure_ty new_closure
(Expr.make_tuple
((Bindlib.box_var code_var, mark_ty new_closure_ty)
:: [
Expr.eappop
~op:(Operator.ToClosureEnv, pos)
~tys:
[
( (if free_vars = [] then TLit TUnit
else TTuple free_vars_types),
pos );
]
~args:
[
(if free_vars = [] then
Expr.elit LUnit (mark_ty (TLit TUnit, pos))
else
Expr.etuple
(List.map
(fun (extra_var, m) ->
Bindlib.box_var extra_var, Expr.with_pos pos m)
free_vars)
(mark_ty (TTuple free_vars_types, pos)));
]
(mark_ty (TClosureEnv, pos));
])
m)
pos
(** Returns the expression with closed closures and the set of free variables
inside this new expression. Implementation guided by
http://gallium.inria.fr/~fpottier/mpri/cours04.pdf#page=10
(environment-passing closure conversion). *)
let rec transform_closures_expr :
type m. m ctx -> m expr -> (m expr, m mark) Var.Map.t * m expr boxed =
fun ctx e ->
let e = translate_mark e in
let m = Mark.get e in
match Mark.remove e with
| EStruct _ | EStructAccess _ | ETuple _ | ETupleAccess _ | EInj _ | EArray _
| ELit _ | EExternal _ | EAssert _ | EFatalError _ | EIfThenElse _
| ERaiseEmpty | ECatchEmpty _ ->
Expr.map_gather ~acc:Var.Map.empty ~join:join_vars
~f:(transform_closures_expr ctx)
e
| EVar v -> (
match Var.Map.find_opt v ctx.globally_bound_vars with
| None -> Var.Map.singleton v m, (Bindlib.box_var v, m)
| Some ((TArrow (targs, tret), _) as fty) ->
(* Here we eta-expand the argument to make sure function pointers are
correctly casted as closures *)
let args = Array.init (List.length targs) (fun _ -> Var.make "eta_arg") in
let arg_vars =
List.map2
(fun v ty -> Expr.evar v (Expr.with_ty m ty))
(Array.to_list args) targs
in
let closure =
let body =
Expr.eapp
~f:(Bindlib.box_var v, Expr.with_ty m fty)
~args:arg_vars ~tys:targs (Expr.with_ty m tret)
in
build_closure ctx [] body args targs m
in
Var.Map.empty, closure
| Some _ -> Var.Map.empty, (Bindlib.box_var v, m))
| EMatch { e; cases; name } ->
let free_vars, new_e = (transform_closures_expr ctx) e in
(* We do not close the clotures inside the arms of the match expression,
since they get a special treatment at compilation to Scalc. *)
let free_vars, new_cases =
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EnumConstructor.Map.fold
(fun cons e1 (free_vars, new_cases) ->
match Mark.remove e1 with
| EAbs { binder; tys } ->
let vars, body = Bindlib.unmbind binder in
let new_free_vars, new_body = (transform_closures_expr ctx) body in
let new_free_vars =
Array.fold_left
(fun acc v -> Var.Map.remove v acc)
new_free_vars vars
in
let new_binder = Expr.bind vars new_body in
( join_vars free_vars new_free_vars,
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EnumConstructor.Map.add cons
(Expr.eabs new_binder tys (Mark.get e1))
new_cases )
| _ -> failwith "should not happen")
cases
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(free_vars, EnumConstructor.Map.empty)
in
free_vars, Expr.ematch ~e:new_e ~name ~cases:new_cases m
| EApp { f = EAbs { binder; tys }, e1_pos; args; _ } ->
(* let-binding, we should not close these *)
let vars, body = Bindlib.unmbind binder in
let free_vars, new_body = (transform_closures_expr ctx) body in
let free_vars =
Array.fold_left (fun acc v -> Var.Map.remove v acc) free_vars vars
in
let new_binder = Expr.bind vars new_body in
let free_vars, new_args =
List.fold_right
(fun arg (free_vars, new_args) ->
let new_free_vars, new_arg = (transform_closures_expr ctx) arg in
join_vars free_vars new_free_vars, new_arg :: new_args)
args (free_vars, [])
in
( free_vars,
Expr.eapp
~f:(Expr.eabs new_binder (List.map translate_type tys) e1_pos)
~args:new_args ~tys m )
| EAbs { binder; tys } ->
(* Converting the closure. *)
let vars, body = Bindlib.unmbind binder in
(* t *)
let free_vars, body = (transform_closures_expr ctx) body in
(* [[t]] *)
let free_vars =
Array.fold_left (fun m v -> Var.Map.remove v m) free_vars vars
in
free_vars, build_closure ctx (Var.Map.bindings free_vars) body vars tys m
| EAppOp
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{
op = ((HandleDefaultOpt | Fold | Map | Filter | Reduce), _) as op;
tys;
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args;
} ->
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(* Special case for some operators: its arguments shall remain thunks (which
are closures) because if you want to extract it as a function you need
these closures to preserve evaluation order, but backends that don't
support closures will simply extract these operators in a inlined way and
skip the thunks. *)
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let free_vars, new_args =
List.fold_right
(fun (arg : (lcalc, m) gexpr) (free_vars, new_args) ->
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let m_arg = Mark.get arg in
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match Mark.remove arg with
| EAbs { binder; tys } ->
let vars, arg = Bindlib.unmbind binder in
let new_free_vars, new_arg = (transform_closures_expr ctx) arg in
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let new_arg =
Expr.make_abs vars new_arg tys (Expr.mark_pos m_arg)
in
join_vars free_vars new_free_vars, new_arg :: new_args
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| _ ->
let new_free_vars, new_arg = transform_closures_expr ctx arg in
join_vars free_vars new_free_vars, new_arg :: new_args)
args (Var.Map.empty, [])
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in
free_vars, Expr.eappop ~op ~tys ~args:new_args (Mark.get e)
| EAppOp _ ->
(* This corresponds to an operator call, which we don't want to transform *)
Expr.map_gather ~acc:Var.Map.empty ~join:join_vars
~f:(transform_closures_expr ctx)
e
| EApp { f = EVar v, f_m; args; tys }
when Var.Map.mem v ctx.globally_bound_vars ->
(* This corresponds to a scope or toplevel function call, which we don't
want to transform *)
let free_vars, new_args =
List.fold_right
(fun arg (free_vars, new_args) ->
let new_free_vars, new_arg = (transform_closures_expr ctx) arg in
join_vars free_vars new_free_vars, new_arg :: new_args)
args (Var.Map.empty, [])
in
free_vars, Expr.eapp ~f:(Expr.evar v f_m) ~args:new_args ~tys m
| EApp { f = e1; args; tys } ->
let free_vars, new_e1 = (transform_closures_expr ctx) e1 in
let tys = List.map translate_type tys in
let pos = Expr.mark_pos m in
let env_arg_ty = TClosureEnv, Expr.pos new_e1 in
let fun_ty = TArrow (env_arg_ty :: tys, Expr.maybe_ty m), pos in
let code_env_var = Var.make "code_and_env" in
let code_env_expr =
let pos = Expr.pos e1 in
Expr.evar code_env_var
(Expr.with_ty (Mark.get e1)
( TTuple
[
TArrow ((TClosureEnv, pos) :: tys, Expr.maybe_ty m), Expr.pos e;
TClosureEnv, pos;
],
pos ))
in
let env_var = Var.make "env" in
let code_var = Var.make "code" in
let free_vars, new_args =
List.fold_right
(fun arg (free_vars, new_args) ->
let new_free_vars, new_arg = (transform_closures_expr ctx) arg in
join_vars free_vars new_free_vars, new_arg :: new_args)
args (free_vars, [])
in
let call_expr =
let m1 = Mark.get new_e1 in
Expr.make_multiple_let_in [| code_var; env_var |] [fun_ty; env_arg_ty]
[
Expr.make_tupleaccess code_env_expr 0 2 pos;
Expr.make_tupleaccess code_env_expr 1 2 pos;
]
(Expr.make_app
(Bindlib.box_var code_var, Expr.with_ty m1 fun_ty)
((Bindlib.box_var env_var, Expr.with_ty m1 env_arg_ty) :: new_args)
(env_arg_ty
:: (* List.map (fun (_, m) -> Expr.maybe_ty m) new_args *) tys)
pos)
pos
in
free_vars, Expr.make_let_in code_env_var (TAny, pos) new_e1 call_expr pos
| _ -> .
let transform_closures_scope_let ctx scope_body_expr =
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BoundList.map
~f:(fun var_next scope_let ->
let _free_vars, new_scope_let_expr =
(transform_closures_expr
{ ctx with name_context = Bindlib.name_of var_next })
scope_let.scope_let_expr
in
( var_next,
Bindlib.box_apply
(fun scope_let_expr ->
{
scope_let with
scope_let_expr;
scope_let_typ = Mark.copy scope_let.scope_let_typ TAny;
})
(Expr.Box.lift new_scope_let_expr) ))
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~last:(fun res ->
let _free_vars, new_scope_let_expr = (transform_closures_expr ctx) res in
(* INVARIANT here: the result expr of a scope is simply a struct
containing all output variables so nothing should be converted here, so
no need to take into account free variables. *)
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Expr.Box.lift new_scope_let_expr)
scope_body_expr
let transform_closures_program (p : 'm program) : 'm program Bindlib.box =
let (), new_code_items =
BoundList.fold_map
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~f:(fun toplevel_vars var code_item ->
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match code_item with
| ScopeDef (name, body) ->
let scope_input_var, scope_body_expr =
Bindlib.unbind body.scope_body_expr
in
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let ctx =
{
name_context = Mark.remove (ScopeName.get_info name);
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globally_bound_vars = toplevel_vars;
}
in
let new_scope_lets =
transform_closures_scope_let ctx scope_body_expr
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in
let new_scope_body_expr =
Bindlib.bind_var scope_input_var new_scope_lets
in
let ty =
let pos = Mark.get (ScopeName.get_info name) in
( TArrow
( [TStruct body.scope_body_input_struct, pos],
(TStruct body.scope_body_output_struct, pos) ),
pos )
in
( Var.Map.add var ty toplevel_vars,
var,
Bindlib.box_apply
(fun scope_body_expr ->
ScopeDef (name, { body with scope_body_expr }))
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new_scope_body_expr )
| Topdef (name, ty, (EAbs { binder; tys }, m)) ->
let v, expr = Bindlib.unmbind binder in
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let ctx =
{
name_context = Mark.remove (TopdefName.get_info name);
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globally_bound_vars = toplevel_vars;
}
in
let _free_vars, new_expr = transform_closures_expr ctx expr in
let new_binder = Expr.bind v new_expr in
( Var.Map.add var ty toplevel_vars,
var,
Bindlib.box_apply
(fun e -> Topdef (name, ty, e))
(Expr.Box.lift (Expr.eabs new_binder tys m)) )
| Topdef (name, ty, expr) ->
let ctx =
{
name_context = Mark.remove (TopdefName.get_info name);
globally_bound_vars = toplevel_vars;
}
in
let _free_vars, new_expr = transform_closures_expr ctx expr in
( Var.Map.add var ty toplevel_vars,
var,
Bindlib.box_apply
(fun e -> Topdef (name, (TAny, Mark.get ty), e))
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(Expr.Box.lift new_expr) ))
~last:(fun _ () -> (), Bindlib.box ())
~init:Var.Map.empty p.code_items
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in
(* Now we need to further tweak [decl_ctx] because some of the user-defined
types can have closures in them and these closured might have changed type.
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So we reset them to [TAny] and leave the typechecker to figure it out. This
will not yield any type unification conflicts because of the special type
[TClosureEnv]. Indeed, consider the following closure: [let f = if ... then
fun v -> x + v else fun v -> v]. To be typed correctly once converted, this
closure needs an existential type, this is what [TClosureEnv] is for. This
kind of situation is difficult to produce using the Catala surface
language: it can only happen if you store a closure which is the output of
a scope inside a user-defined data structure, and if you do it in two
different places in the code with two closures that don't have the same
capture footprint. See
[tests/tests_func/good/scope_call_func_struct_closure.catala_en]. *)
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let new_decl_ctx =
{
p.decl_ctx with
ctx_structs =
StructName.Map.map
(StructField.Map.map translate_type)
p.decl_ctx.ctx_structs;
ctx_enums =
EnumName.Map.map
(EnumConstructor.Map.map translate_type)
p.decl_ctx.ctx_enums;
(* Toplevel definitions may not contain scope calls or take functions as
arguments at the moment, which ensures that their interfaces aren't
changed by the conversion *)
}
in
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Bindlib.box_apply
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(fun new_code_items ->
{
code_items = new_code_items;
decl_ctx = new_decl_ctx;
module_name = p.module_name;
lang = p.lang;
})
new_code_items
(** {1 Hoisting closures}*)
type 'm hoisted_closure = {
name : 'm expr Var.t;
ty : typ;
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closure : (lcalc, 'm) boxed_gexpr (* Starts with [EAbs]. *);
}
let rec hoist_closures_expr :
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type m. string -> m expr -> m hoisted_closure list * m expr boxed =
fun name_context e ->
let m = Mark.get e in
match Mark.remove e with
| EMatch { e; cases; name } ->
let collected_closures, new_e = (hoist_closures_expr name_context) e in
(* We do not close the closures inside the arms of the match expression,
since they get a special treatment at compilation to Scalc. *)
let collected_closures, new_cases =
EnumConstructor.Map.fold
(fun cons e1 (collected_closures, new_cases) ->
match Mark.remove e1 with
| EAbs { binder; tys } ->
let vars, body = Bindlib.unmbind binder in
let new_collected_closures, new_body =
(hoist_closures_expr name_context) body
in
let new_binder = Expr.bind vars new_body in
( collected_closures @ new_collected_closures,
EnumConstructor.Map.add cons
(Expr.eabs new_binder tys (Mark.get e1))
new_cases )
| _ -> failwith "should not happen")
cases
(collected_closures, EnumConstructor.Map.empty)
in
collected_closures, Expr.ematch ~e:new_e ~name ~cases:new_cases m
| EApp { f = EAbs { binder; tys }, e1_pos; args; _ } ->
(* let-binding, we should not close these *)
let vars, body = Bindlib.unmbind binder in
let collected_closures, new_body =
(hoist_closures_expr name_context) body
in
let new_binder = Expr.bind vars new_body in
let collected_closures, new_args =
List.fold_right
(fun arg (collected_closures, new_args) ->
let new_collected_closures, new_arg =
(hoist_closures_expr name_context) arg
in
collected_closures @ new_collected_closures, new_arg :: new_args)
args (collected_closures, [])
in
( collected_closures,
Expr.eapp ~f:(Expr.eabs new_binder tys e1_pos) ~args:new_args ~tys m )
| EAppOp
{
op = ((HandleDefaultOpt | Fold | Map | Filter | Reduce), _) as op;
tys;
args;
} ->
(* Special case for some operators: its arguments closures thunks because if
you want to extract it as a function you need these closures to preserve
evaluation order, but backends that don't support closures will simply
extract these operators in a inlined way and skip the thunks. *)
let collected_closures, new_args =
List.fold_right
(fun (arg : (lcalc, m) gexpr) (collected_closures, new_args) ->
let m_arg = Mark.get arg in
match Mark.remove arg with
| EAbs { binder; tys } ->
let vars, arg = Bindlib.unmbind binder in
let new_collected_closures, new_arg =
(hoist_closures_expr name_context) arg
in
let new_arg =
Expr.make_abs vars new_arg tys (Expr.mark_pos m_arg)
in
new_collected_closures @ collected_closures, new_arg :: new_args
| _ ->
let new_collected_closures, new_arg =
hoist_closures_expr name_context arg
in
new_collected_closures @ collected_closures, new_arg :: new_args)
args ([], [])
in
collected_closures, Expr.eappop ~op ~args:new_args ~tys (Mark.get e)
| EAbs { tys; _ } ->
(* this is the closure we want to hoist *)
let closure_var = Var.make ("closure_" ^ name_context) in
(* TODO: This will end up as a toplevel name. However for now we assume
toplevel names are unique, but this breaks this assertions and can lead
to name wrangling in the backends. We need to have a better system for
name disambiguation when for instance printing to Dcalc/Lcalc/Scalc but
also OCaml, Python, etc. *)
let pos = Expr.mark_pos m in
let ty = Expr.maybe_ty ~typ:(TArrow (tys, (TAny, pos))) m in
( [{ name = closure_var; ty; closure = Expr.rebox e }],
Expr.make_var closure_var m )
| EApp _ | EStruct _ | EStructAccess _ | ETuple _ | ETupleAccess _ | EInj _
| EArray _ | ELit _ | EAssert _ | EFatalError _ | EAppOp _ | EIfThenElse _
| ERaiseEmpty | ECatchEmpty _ | EVar _ ->
Expr.map_gather ~acc:[] ~join:( @ ) ~f:(hoist_closures_expr name_context) e
| EExternal _ -> failwith "unimplemented"
| _ -> .
let hoist_closures_scope_let name_context scope_body_expr =
BoundList.fold_right
~f:(fun scope_let var_next (hoisted_closures, next_scope_lets) ->
let new_hoisted_closures, new_scope_let_expr =
(hoist_closures_expr (Bindlib.name_of var_next))
scope_let.scope_let_expr
in
( new_hoisted_closures @ hoisted_closures,
Bindlib.box_apply2
(fun scope_let_next scope_let_expr ->
Cons ({ scope_let with scope_let_expr }, scope_let_next))
(Bindlib.bind_var var_next next_scope_lets)
(Expr.Box.lift new_scope_let_expr) ))
~init:(fun res ->
let hoisted_closures, new_scope_let_expr =
(hoist_closures_expr name_context) res
in
(* INVARIANT here: the result expr of a scope is simply a struct
containing all output variables so nothing should be converted here, so
no need to take into account free variables. *)
( hoisted_closures,
Bindlib.box_apply
(fun res -> Last res)
(Expr.Box.lift new_scope_let_expr) ))
scope_body_expr
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let rec hoist_closures_code_item_list
(code_items : (lcalc, 'm) gexpr code_item_list) :
(lcalc, 'm) gexpr code_item_list Bindlib.box =
match code_items with
| Last () -> Bindlib.box (Last ())
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| Cons (code_item, next_code_items) ->
let code_item_var, next_code_items = Bindlib.unbind next_code_items in
let hoisted_closures, new_code_item =
match code_item with
| ScopeDef (name, body) ->
let scope_input_var, scope_body_expr =
Bindlib.unbind body.scope_body_expr
in
let new_hoisted_closures, new_scope_lets =
hoist_closures_scope_let
(fst (ScopeName.get_info name))
scope_body_expr
in
let new_scope_body_expr =
Bindlib.bind_var scope_input_var new_scope_lets
in
( new_hoisted_closures,
Bindlib.box_apply
(fun scope_body_expr ->
ScopeDef (name, { body with scope_body_expr }))
new_scope_body_expr )
| Topdef (name, ty, (EAbs { binder; tys }, m)) ->
let v, expr = Bindlib.unmbind binder in
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let new_hoisted_closures, new_expr =
hoist_closures_expr (Mark.remove (TopdefName.get_info name)) expr
in
let new_binder = Expr.bind v new_expr in
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( new_hoisted_closures,
Bindlib.box_apply
(fun e -> Topdef (name, ty, e))
(Expr.Box.lift (Expr.eabs new_binder tys m)) )
| Topdef (name, ty, expr) ->
let new_hoisted_closures, new_expr =
hoist_closures_expr (Mark.remove (TopdefName.get_info name)) expr
in
( new_hoisted_closures,
Bindlib.box_apply
(fun e -> Topdef (name, (TAny, Mark.get ty), e))
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(Expr.Box.lift new_expr) )
in
let next_code_items = hoist_closures_code_item_list next_code_items in
let next_code_items =
Bindlib.box_apply2
(fun next_code_items new_code_item ->
Cons (new_code_item, next_code_items))
(Bindlib.bind_var code_item_var next_code_items)
new_code_item
in
let next_code_items =
List.fold_left
(fun (next_code_items : (lcalc, 'm) gexpr code_item_list Bindlib.box)
(hoisted_closure : 'm hoisted_closure) ->
let next_code_items =
Bindlib.bind_var hoisted_closure.name next_code_items
in
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let closure, closure_mark = hoisted_closure.closure in
Bindlib.box_apply2
(fun next_code_items closure ->
Cons
( Topdef
( TopdefName.fresh []
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( Bindlib.name_of hoisted_closure.name,
Expr.mark_pos closure_mark ),
hoisted_closure.ty,
(closure, closure_mark) ),
next_code_items ))
next_code_items closure)
next_code_items hoisted_closures
in
next_code_items
let hoist_closures_program (p : 'm program) : 'm program Bindlib.box =
let new_code_items = hoist_closures_code_item_list p.code_items in
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(*TODO: we need to insert the hoisted closures just before the scopes they
belong to, because some of them call sub-scopes and putting them all at the
beginning breaks dependency ordering. *)
Bindlib.box_apply
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(fun new_code_items -> { p with code_items = new_code_items })
new_code_items
(** {1 Closure conversion}*)
let closure_conversion (p : 'm program) : 'm program =
let new_p = transform_closures_program p in
let new_p = hoist_closures_program (Bindlib.unbox new_p) in
Bindlib.unbox new_p