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open AST
open ASTUtils
open Error
exception NotSupported
(*---------- Symbolic representation ----------*)
module Monomial : sig
type t
val compare : t -> t -> int
val one : t
val single_term : identifier -> t
val mult : t -> t -> t
val divide : t -> t -> t
val to_scaled_expr : t -> Q.t -> expr
(** Constructs an expression for [factor] * [monos]. *)
val pp_with_factor : Format.formatter -> t * Q.t -> unit
end = struct
module AtomMap = Map.Make (String)
(** A map from identifiers. *)
type t = int AtomMap.t
(** A unitary monomial.
They are unitary in the sense that they do not have any factors:
{m 3 \times X^2 } is not unitary, while {m x^2 } is.
Maps each variable to its exponent.
For example: {m X^2 + Y^4 } represented by {m X \to 2, Y \to 4 },
and {m 1 } is represented by the empty map.
Invariant: all integer exponents are strictly positive. *)
let compare = AtomMap.compare Int.compare
let one = AtomMap.empty
let single_term atom = AtomMap.singleton atom 1
let mult mono1 mono2 =
AtomMap.union
(fun _ p1 p2 ->
assert (p1 > 0 && p2 > 0);
Some (p1 + p2))
mono1 mono2
let divide mono1 mono2 =
let divide_unitary a1 a2 =
match (a1, a2) with
| _, None -> a1
| Some p1, Some p2 when p1 > p2 -> Some (p1 - p2) (* not currently used *)
| Some p1, Some p2 when p1 = p2 -> None
| _ -> raise NotSupported
in
AtomMap.merge (fun _ -> divide_unitary) mono1 mono2
let to_scaled_expr monos factor =
let start = expr_of_z (Q.num factor) in
let numerator =
AtomMap.fold
(fun atom exponent acc -> mul_expr acc (pow_expr (var_ atom) exponent))
monos start
in
div_expr numerator (Q.den factor)
let pp_with_factor f (monos, factor) =
let open Format in
if AtomMap.is_empty monos then Q.pp_print f factor
else (
pp_open_hbox f ();
let pp_sep f () = fprintf f "@ \u{d7} " in
if Q.equal factor Q.one then ()
else (
Q.pp_print f factor;
pp_sep f ());
PP.pp_print_seq ~pp_sep
(fun f (x, p) ->
pp_print_string f x;
match p with
| 1 -> ()
| 2 -> pp_print_string f "\u{b2}"
| _ -> fprintf f "^%d" p)
f (AtomMap.to_seq monos);
pp_close_box f ())
end
module Polynomial : sig
type t
val compare : t -> t -> int
val single_term : Monomial.t -> Q.t -> t
val to_mono : t -> (Monomial.t * Q.t) option
val scale : Q.t -> t -> t
val neg : t -> t
val add : t -> t -> t
val mult : t -> t -> t
val divide_by_term : t -> Q.t -> Monomial.t -> t
val extract_constant_term : t -> Q.t * t
val is_constant : t -> Q.t option
val to_expr : t -> expr
val pp : Format.formatter -> t -> unit
end = struct
module MonomialMap = Map.Make (Monomial)
(** A map from a monomial. *)
type t = Q.t MonomialMap.t
(** A polynomial.
Maps each monomial to its factor.
For example, {m X^2 - X + 4 } is represented by
{m X^2 \to 1, X \to -1, 1 \to 4 } *)
let compare = MonomialMap.compare Q.compare
let single_term mono factor =
if Q.equal factor Q.zero then MonomialMap.empty
else MonomialMap.singleton mono factor
let to_mono poly =
if MonomialMap.cardinal poly = 1 then Some (MonomialMap.choose poly)
else None
let add poly1 poly2 =
MonomialMap.union
(fun _ c1 c2 ->
let coeff = Q.add c1 c2 in
if Q.equal coeff Q.zero then None else Some coeff)
poly1 poly2
let scale factor poly =
assert (factor <> Q.zero);
MonomialMap.map (Q.mul factor) poly
let termwise f poly =
MonomialMap.fold
(fun mono factor -> add (f factor mono))
poly MonomialMap.empty
let mult_mono poly factor mono =
termwise
(fun f m -> single_term (Monomial.mult m mono) (Q.mul f factor))
poly
let neg poly = MonomialMap.map Q.neg poly
let mult poly1 poly2 = termwise (mult_mono poly1) poly2
let divide_by_term poly factor mono =
termwise
(fun f m -> single_term (Monomial.divide m mono) (Q.div f factor))
poly
let extract_constant_term poly =
let c = try MonomialMap.find Monomial.one poly with Not_found -> Q.zero
and p = MonomialMap.remove Monomial.one poly in
(c, p)
let is_constant poly =
if MonomialMap.is_empty poly then Some Q.zero
else if MonomialMap.cardinal poly = 1 then
MonomialMap.find_opt Monomial.one poly
else None
let to_expr poly =
List.fold_left
(fun acc (m, c) ->
if ASTUtils.expr_equal (fun _ _ -> false) acc zero_expr then
Monomial.to_scaled_expr m c
else
let e_m = Monomial.to_scaled_expr m (Q.abs c) in
add_expr acc (Q.sign c, e_m))
zero_expr
(MonomialMap.bindings poly |> List.rev)
let pp f poly =
let open Format in
if MonomialMap.is_empty poly then pp_print_string f "0"
else (
pp_open_hvbox f 2;
let pp_sep f () = fprintf f "@ + " in
PP.pp_print_seq ~pp_sep Monomial.pp_with_factor f
(MonomialMap.to_seq poly);
pp_close_box f ())
end
module Conjunction : sig
type eq = Zero | NonZero
type t
val empty : t
val is_bottom : t -> bool
val is_empty : t -> bool
val of_bool : bool -> t
val single_conjunct : Polynomial.t -> eq -> t
val conj : t -> t -> t
val to_expr : t -> expr option
type triviality = TriviallyTrue | TriviallyFalse | NonTrivial
val get_triviality : t -> triviality
val reduce : t -> t
val pp : Format.formatter -> t -> unit
end = struct
type eq = Zero | NonZero (** A (in)equation for a numerical value. *)
let satisfies_eq q eq =
let eq_zero = Q.equal q Q.zero in
match eq with Zero -> eq_zero | NonZero -> not eq_zero
let pp_eq f s =
let s = match s with Zero -> "= 0" | NonZero -> "!= 0" in
Format.pp_print_string f s
let eq_to_op = function Zero -> EQ_OP | NonZero -> NEQ
module PolynomialMap = Map.Make (Polynomial)
(** Map from polynomials. *)
type t = eq PolynomialMap.t option
(** A conjunctive logical formula with polynomials.
We use the [option] to represent falsity as [None]. [Some map] is then a
conjunction of constraints on polynomials, as dictated by [map]. For
example, {m X^2 = 0} is represented with {m Some (X^2 \to Zero)}.
*)
let is_bottom = function None -> true | Some _ -> false
let is_empty = function
| None -> false
| Some map -> PolynomialMap.is_empty map
let empty = Some PolynomialMap.empty
let of_bool b = if b then empty else None
let single_conjunct p eq = Some (PolynomialMap.singleton p eq)
let conj c1 c2 =
let exception BottomInterrupt in
let eq_and eq1 eq2 =
if eq1 = eq2 then eq1 else raise_notrace BottomInterrupt
in
match (c1, c2) with
| None, _ | _, None -> None
| Some cjs1, Some cjs2 -> (
try
Some
(PolynomialMap.union
(fun _ eq1 eq2 -> Some (eq_and eq1 eq2))
cjs1 cjs2)
with BottomInterrupt -> None)
let to_expr =
let one_to_expr poly eq =
let c, p = Polynomial.extract_constant_term poly in
binop (eq_to_op eq) (expr_of_rational (Q.neg c)) (Polynomial.to_expr p)
in
Option.map (fun map ->
PolynomialMap.fold
(fun p eq e -> conj_expr (one_to_expr p eq) e)
map (literal (L_Bool true)))
let is_true p eq =
match Polynomial.is_constant p with
| Some q -> satisfies_eq q eq
| None -> false
let is_false p eq =
match Polynomial.is_constant p with
| Some q -> not (satisfies_eq q eq)
| None -> false
let reduce = function
| None -> None
| Some cjs ->
let non_trivial =
PolynomialMap.filter (fun p s -> not (is_true p s)) cjs
in
if PolynomialMap.exists is_false non_trivial then None
else Some non_trivial
type triviality = TriviallyTrue | TriviallyFalse | NonTrivial
let get_triviality = function
| None -> TriviallyFalse
| Some cjs ->
if PolynomialMap.for_all is_true cjs then TriviallyTrue
else if PolynomialMap.exists is_false cjs then TriviallyFalse
else NonTrivial
let pp f =
let open Format in
let pp_one f (p, s) = fprintf f "@[<h>%a@ %a@]" Polynomial.pp p pp_eq s in
function
| None -> pp_print_string f "\u{22a5}"
| Some m ->
if PolynomialMap.is_empty m then pp_print_string f "\u{22a4}"
else
let pp_sep f () = fprintf f "@ \u{2227} " in
fprintf f "@[<hov 2>%a@]"
(PP.pp_print_seq ~pp_sep pp_one)
(PolynomialMap.to_seq m)
end
module IR : sig
type t
val of_var : identifier -> t
val of_int : Z.t -> t
val combine : t -> t -> t
val cross_combine :
(Polynomial.t -> Polynomial.t -> Polynomial.t) -> t -> t -> t
val map : (Polynomial.t -> Polynomial.t) -> t -> t
val restrict : Conjunction.t list -> t -> t
val to_conjuncts : Conjunction.eq -> t -> Conjunction.t list
val to_expr : t -> expr
val reduce : t -> t
val equal_mod_branches : t -> t -> bool
val pp : Format.formatter -> t -> unit
end = struct
type t = (Conjunction.t * Polynomial.t) list
(** Case disjunctions: constrained polynomials.
This is a branched tree of polynomials.
*)
(* Wanted invariants for (e : IR.t) :
∀ {c | (c, d) ∈ e } <=> true (I₂)
∀ (cᵢ, eᵢ), (cⱼ, eⱼ) ∈ e, i != j => cⱼ ∩ cⱼ = ∅ (I₃)
*)
let always e = [ (Conjunction.of_bool true, e) ]
let of_var s = Polynomial.single_term (Monomial.single_term s) Q.one |> always
let of_int i = Polynomial.single_term Monomial.one (Q.of_bigint i) |> always
let combine = ( @ )
let cross_combine f =
let on_pair (cjs1, e1) (cjs2, e2) = (Conjunction.conj cjs1 cjs2, f e1 e2) in
ASTUtils.list_cross on_pair
let map f = List.map (fun (cj, e) -> (cj, f e))
let restrict cjs ir =
let restrict_one cjs (cjs', p) = (Conjunction.conj cjs cjs', p) in
ASTUtils.list_cross restrict_one cjs ir
let to_conjuncts eq ir =
List.map
(fun (cjs, p) -> Conjunction.conj (Conjunction.single_conjunct p eq) cjs)
ir
let to_expr = function
| [] -> zero_expr
| [ (cjs, p) ] ->
assert (Conjunction.is_empty cjs);
Polynomial.to_expr p
| map ->
let cannot_happen_expr = zero_expr in
List.fold_left
(fun e (cjs, p) ->
match Conjunction.to_expr cjs with
| None -> e
| Some condition -> cond_expr condition (Polynomial.to_expr p) e)
cannot_happen_expr (List.rev map)
let reduce ir =
ir
|> List.filter_map (fun (cjs, poly) ->
let cjs = Conjunction.reduce cjs in
if Conjunction.is_bottom cjs then None else Some (cjs, poly))
|> fun ir ->
List.fold_right
(fun (cjs, poly) acc ->
match Conjunction.get_triviality cjs with
| TriviallyTrue -> [ (Conjunction.empty, poly) ]
| TriviallyFalse -> acc
| NonTrivial -> (cjs, poly) :: acc)
ir []
let equal_mod_branches ir1 ir2 =
let to_cond (cjs1, poly1) (cjs2, poly2) =
let equality =
let poly = Polynomial.add poly1 (Polynomial.neg poly2) in
Conjunction.single_conjunct poly Zero
in
let cjs = Conjunction.conj cjs1 cjs2 in
if Conjunction.is_bottom cjs then Conjunction.empty
else
let equality = Conjunction.reduce equality in
let () =
if false then Format.eprintf "@[Gave %a@.@]" Conjunction.pp equality
in
equality
in
ASTUtils.list_cross to_cond ir1 ir2
|> List.for_all (fun cjs ->
if Conjunction.is_bottom cjs then false else Conjunction.is_empty cjs)
let pp f li =
let open Format in
let pp_one f (cjs, poly) =
Format.fprintf f "@[<2>%a@ -> %a@]" Conjunction.pp cjs Polynomial.pp poly
in
fprintf f "@[<v 2>%a@]" (pp_print_list ~pp_sep:pp_print_space pp_one) li
end
(*---------- Converting expressions to symbolic representation ----------*)
let rec make_anonymous (env : StaticEnv.env) (ty : ty) : ty =
match ty.desc with
| T_Named x -> (
match IMap.find_opt x env.global.declared_types with
| Some (ty', _) -> make_anonymous env ty'
| None -> fatal_from ty (Error.UndefinedIdentifier x))
| _ -> ty
(* Begin ToIR *)
let rec to_ir env (e : expr) =
let of_lit = function L_Int i -> IR.of_int i | _ -> raise NotSupported in
match e.desc with
| E_Literal (L_Int i) -> IR.of_int i
| E_Var s -> (
try StaticEnv.lookup_constants env s |> of_lit
with Not_found -> (
try StaticEnv.lookup_immutable_expr env s |> to_ir env
with Not_found | NotSupported -> (
let t =
try StaticEnv.type_of env s
with Not_found -> Error.fatal_from e (UndefinedIdentifier s)
in
let ty1 = make_anonymous env t in
match ty1.desc with
| T_Int (WellConstrained [ Constraint_Exact e ]) -> to_ir env e
| T_Int _ -> IR.of_var s
| _ -> raise NotSupported)))
| E_Binop (PLUS, e1, e2) ->
let ir1 = to_ir env e1 and ir2 = to_ir env e2 in
IR.cross_combine Polynomial.add ir1 ir2
| E_Binop (MINUS, e1, e2) ->
let e2 = E_Unop (NEG, e2) |> ASTUtils.add_pos_from_st e2 in
E_Binop (PLUS, e1, e2) |> ASTUtils.add_pos_from_st e |> to_ir env
| E_Binop (MUL, { desc = E_Binop (DIV, e1, e2); _ }, e3) ->
to_ir env (binop DIV (binop MUL e1 e3) e2)
| E_Binop (MUL, e1, { desc = E_Binop (DIV, e2, e3); _ }) ->
to_ir env (binop DIV (binop MUL e1 e2) e3)
| E_Binop (MUL, e1, e2) ->
let ir1 = to_ir env e1 and ir2 = to_ir env e2 in
IR.cross_combine Polynomial.mult ir1 ir2
| E_Binop (DIV, e1, { desc = E_Literal (L_Int i2); _ }) ->
let ir1 = to_ir env e1 and f2 = Q.(Z.one /// i2) in
IR.map (Polynomial.scale f2) ir1
| E_Binop (DIV, e1, e2) ->
let ir1 = to_ir env e1 and ir2 = to_ir env e2 in
IR.cross_combine
(fun poly1 poly2 ->
match Polynomial.to_mono poly2 with
| Some (mono, factor) -> Polynomial.divide_by_term poly1 factor mono
| None -> raise NotSupported)
ir1 ir2
| E_Binop (SHL, e1, { desc = E_Literal (L_Int i2); _ }) when Z.leq Z.zero i2
->
let ir1 = to_ir env e1
and f2 = Z.to_int i2 |> Z.shift_left Z.one |> Q.of_bigint in
IR.map (Polynomial.scale f2) ir1
| E_Binop (op, { desc = E_Literal l1; _ }, { desc = E_Literal l2; _ }) ->
Operations.binop_values e Error.Static op l1 l2 |> of_lit
| E_Unop (NEG, e0) -> IR.map Polynomial.neg (to_ir env e0)
| E_Cond (cond, e1, e2) ->
let cjs, neg_cjs = to_cond env cond
and ir1 = to_ir env e1
and ir2 = to_ir env e2 in
let ir1' = IR.restrict cjs ir1 and ir2' = IR.restrict neg_cjs ir2 in
IR.combine ir1' ir2'
| E_ATC (e', _) -> to_ir env e'
| _ -> raise NotSupported
(* End *)
and to_cond env (e : expr) : Conjunction.t list * Conjunction.t list =
let ( ||| ) = ( @ ) and ( &&& ) = ASTUtils.list_cross Conjunction.conj in
match e.desc with
| E_Literal (L_Bool b) ->
([ Conjunction.of_bool b ], [ Conjunction.of_bool (not b) ])
| E_Binop (BAND, e1, e2) ->
let cjs1, neg_cjs1 = to_cond env e1 and cjs2, neg_cjs2 = to_cond env e2 in
(cjs1 &&& cjs2, neg_cjs1 ||| neg_cjs2)
| E_Binop (BOR, e1, e2) ->
let cjs1, neg_cjs1 = to_cond env e1 and cjs2, neg_cjs2 = to_cond env e2 in
(cjs1 ||| cjs2, neg_cjs1 &&& neg_cjs2)
| E_Binop (EQ_OP, e1, e2) ->
let e' = E_Binop (MINUS, e1, e2) |> ASTUtils.add_pos_from_st e in
let ir = to_ir env e' in
(IR.to_conjuncts Zero ir, IR.to_conjuncts NonZero ir)
| E_Cond (cond, e1, e2) ->
let cjs_cond, neg_cjs_cond = to_cond env cond
and cjs1, neg_cjs1 = to_cond env e1
and cjs2, neg_cjs2 = to_cond env e2 in
( cjs_cond &&& cjs1 ||| (neg_cjs_cond &&& cjs2),
neg_cjs_cond ||| neg_cjs1 &&& (cjs_cond ||| neg_cjs2) )
| _ -> raise NotSupported
(*---------- Solving in the symbolic representation ----------*)
(* Begin Normalize *)
let normalize env e =
let { desc } = e |> to_ir env |> IR.reduce |> IR.to_expr in
add_pos_from e desc
(* End *)
let try_normalize env e =
try normalize env e with Error.ASLException _ | NotSupported -> e
let normalize_opt env e =
try Some (normalize env e) with Error.ASLException _ | NotSupported -> None
let equal_in_env env e1 e2 =
let dbg = false in
let () =
if dbg then
Format.eprintf "@[<hv 2>Are %a@ and %a@ equal?@]@ " PP.pp_expr e1
PP.pp_expr e2
in
try
let ir1 = to_ir env e1 |> IR.reduce and ir2 = to_ir env e2 |> IR.reduce in
let () =
if dbg then
Format.eprintf "@[Reducing them to@ %a@ and %a.@]@ " IR.pp ir1 IR.pp ir2
in
let res = IR.equal_mod_branches ir1 ir2 in
let () =
if dbg then if res then Format.eprintf "YES@." else Format.eprintf "NO@."
in
res
with NotSupported ->
let () = if dbg then Format.eprintf "Cannot answer this question yet." in
false
let normalize_to_bool_opt env e =
try
let cond, _ncond = to_cond env e in
if List.exists (fun c -> Conjunction.get_triviality c = TriviallyTrue) cond
then Some true
else if
List.for_all (fun c -> Conjunction.get_triviality c = TriviallyFalse) cond
then Some false
else None
with NotSupported -> None
(* Begin ReduceToZOpt *)
let reduce_to_z_opt env e =
match (try_normalize env e).desc with
| E_Literal (L_Int z) -> Some z
| _ -> None
(* End *)
|