File: csdpcert.ml

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(************************************************************************)
(*         *   The Coq Proof Assistant / The Coq Development Team       *)
(*  v      *         Copyright INRIA, CNRS and contributors             *)
(* <O___,, * (see version control and CREDITS file for authors & dates) *)
(*   \VV/  **************************************************************)
(*    //   *    This file is distributed under the terms of the         *)
(*         *     GNU Lesser General Public License Version 2.1          *)
(*         *     (see LICENSE file for the text of the license)         *)
(************************************************************************)
(*                                                                      *)
(* Micromega: A reflexive tactic using the Positivstellensatz           *)
(*                                                                      *)
(*  Frédéric Besson (Irisa/Inria) 2006-2008                             *)
(*                                                                      *)
(************************************************************************)

open NumCompat
open Sos
open Sos_types
open Sos_lib
module Mc = Micromega
module C2Ml = Mutils.CoqToCaml

type micromega_polys = (Micromega.q Mc.pol * Mc.op1) list
type csdp_certificate = S of Sos_types.positivstellensatz option | F of string
type provername = string * int option

let flags = [Open_append; Open_binary; Open_creat]
let chan = open_out_gen flags 0o666 "trace"

module M = struct
  open Mc

  let rec expr_to_term = function
    | PEc z -> Const (C2Ml.q_to_num z)
    | PEX v -> Var ("x" ^ string_of_int (C2Ml.index v))
    | PEmul (p1, p2) ->
      let p1 = expr_to_term p1 in
      let p2 = expr_to_term p2 in
      let res = Mul (p1, p2) in
      res
    | PEadd (p1, p2) -> Add (expr_to_term p1, expr_to_term p2)
    | PEsub (p1, p2) -> Sub (expr_to_term p1, expr_to_term p2)
    | PEpow (p, n) -> Pow (expr_to_term p, C2Ml.n n)
    | PEopp p -> Opp (expr_to_term p)
end

open M

let partition_expr l =
  let rec f i = function
    | [] -> ([], [], [])
    | (e, k) :: l -> (
      let eq, ge, neq = f (i + 1) l in
      match k with
      | Mc.Equal -> ((e, i) :: eq, ge, neq)
      | Mc.NonStrict -> (eq, (e, Axiom_le i) :: ge, neq)
      | Mc.Strict ->
        (* e > 0 == e >= 0 /\ e <> 0 *)
        (eq, (e, Axiom_lt i) :: ge, (e, Axiom_lt i) :: neq)
      | Mc.NonEqual -> (eq, ge, (e, Axiom_eq i) :: neq) )
    (* Not quite sure -- Coq interface has changed *)
  in
  f 0 l

let rec sets_of_list l =
  match l with
  | [] -> [[]]
  | e :: l ->
    let s = sets_of_list l in
    s @ List.map (fun s0 -> e :: s0) s

(* The exploration is probably not complete - for simple cases, it works... *)
let real_nonlinear_prover d l =
  let l = List.map (fun (e, op) -> (Mc.denorm e, op)) l in
  try
    let eq, ge, neq = partition_expr l in
    let rec elim_const = function
      | [] -> []
      | (x, y) :: l ->
        let p = poly_of_term (expr_to_term x) in
        if poly_isconst p then elim_const l else (p, y) :: elim_const l
    in
    let eq = elim_const eq in
    let peq = List.map fst eq in
    let pge =
      List.map (fun (e, psatz) -> (poly_of_term (expr_to_term e), psatz)) ge
    in
    let monoids =
      List.map
        (fun m ->
          ( List.fold_right
              (fun (p, kd) y ->
                let p = poly_of_term (expr_to_term p) in
                match kd with
                | Axiom_lt i -> poly_mul p y
                | Axiom_eq i -> poly_mul (poly_pow p 2) y
                | _ -> failwith "monoids")
              m (poly_const Q.one)
          , List.map snd m ))
        (sets_of_list neq)
    in
    let cert_ideal, cert_cone, monoid =
      deepen_until d
        (fun d ->
          tryfind
            (fun m ->
              let ci, cc =
                real_positivnullstellensatz_general false d peq pge
                  (poly_neg (fst m))
              in
              (ci, cc, snd m))
            monoids)
        0
    in
    let proofs_ideal =
      List.map2
        (fun q i -> Eqmul (term_of_poly q, Axiom_eq i))
        cert_ideal (List.map snd eq)
    in
    let proofs_cone = List.map term_of_sos cert_cone in
    let proof_ne =
      let neq, lt =
        List.partition (function Axiom_eq _ -> true | _ -> false) monoid
      in
      let sq =
        match
          List.map (function Axiom_eq i -> i | _ -> failwith "error") neq
        with
        | [] -> Rational_lt Q.one
        | l -> Monoid l
      in
      List.fold_right (fun x y -> Product (x, y)) lt sq
    in
    let proof =
      end_itlist
        (fun s t -> Sum (s, t))
        ((proof_ne :: proofs_ideal) @ proofs_cone)
    in
    S (Some proof)
  with
  | Sos_lib.TooDeep -> S None
  | any -> F (Printexc.to_string any)

(* This is somewhat buggy, over Z, strict inequality vanish... *)
let pure_sos l =
  let l = List.map (fun (e, o) -> (Mc.denorm e, o)) l in
  (* If there is no strict inequality,
     I should nonetheless be able to try something - over Z  > is equivalent to -1  >= *)
  try
    let l = List.combine l (CList.interval 0 (List.length l - 1)) in
    let lt, i =
      try List.find (fun (x, _) -> snd x = Mc.Strict) l
      with Not_found -> List.hd l
    in
    let plt = poly_neg (poly_of_term (expr_to_term (fst lt))) in
    let n, polys = sumofsquares plt in
    (* n * (ci * pi^2) *)
    let pos =
      Product
        ( Rational_lt n
        , List.fold_right
            (fun (c, p) rst ->
              Sum (Product (Rational_lt c, Square (term_of_poly p)), rst))
            polys (Rational_lt Q.zero) )
    in
    let proof = Sum (Axiom_lt i, pos) in
    (* let s,proof' = scale_certificate proof in
       let cert  = snd (cert_of_pos proof') in *)
    S (Some proof)
  with (*   | Sos.CsdpNotFound -> F "Sos.CsdpNotFound" *)
  | any ->
    (* May be that could be refined *) S None

let run_prover prover pb =
  match prover with
  | "real_nonlinear_prover", Some d -> real_nonlinear_prover d pb
  | "pure_sos", None -> pure_sos pb
  | prover, _ ->
    Printf.printf "unknown prover: %s\n" prover;
    exit 1

let main () =
  try
    let (prover, poly) = (input_value stdin : provername * micromega_polys) in
    let cert = run_prover prover poly in
    (* Printf.fprintf chan "%a -> %a" print_list_term poly output_csdp_certificate cert ;
       close_out chan ; *)
    output_value stdout (cert : csdp_certificate);
    flush stdout;
    Marshal.to_channel chan (cert : csdp_certificate) [];
    flush chan;
    exit 0
  with any ->
    Printf.fprintf chan "error %s" (Printexc.to_string any);
    exit 1

;;
let _ = main () in
()

(* Local Variables: *)
(* coding: utf-8 *)
(* End: *)