(*  Title:      HOL/TPTP/mash_import.ML

     Author:     Jasmin Blanchette, TU Muenchen

     Copyright   2012

 Import proof suggestions from MaSh (Machine-learning for Sledgehammer) and

 evaluate them.

 *)

 signature MASH_IMPORT =

 sig

   val import_and_evaluate_mash_suggestions :

     Proof.context -> theory -> string -> unit

 end;

 structure MaSh_Import : MASH_IMPORT =

 struct

 open MaSh_Export

 val unescape_meta =

   let

     fun un accum [] = String.implode (rev accum)

       | un accum (#"\\" :: d1 :: d2 :: d3 :: cs) =

         (case Int.fromString (String.implode [d1, d2, d3]) of

            SOME n => un (Char.chr n :: accum) cs

          | NONE => "" (* error *))

       | un _ (#"\\" :: _) = "" (* error *)

       | un accum (c :: cs) = un (c :: accum) cs

   in un [] o String.explode end

 val of_fact_name = unescape_meta

 val depN = "Dependencies"

 val mengN = "Meng & Paulson"

 val mashN = "MaSh"

 val meng_mashN = "M&P+MaSh"

 val max_relevant_slack = 2

 fun import_and_evaluate_mash_suggestions ctxt thy file_name =

   let

     val {provers, max_relevant, slice, type_enc, lam_trans, timeout, ...} =

       Sledgehammer_Isar.default_params ctxt []

     val prover_name = hd provers

     val path = file_name |> Path.explode

     val lines = path |> File.read_lines

     val facts = non_tautological_facts_of thy

     val all_names = facts |> map (Thm.get_name_hint o snd)

     val meng_ok = Unsynchronized.ref 0

     val mash_ok = Unsynchronized.ref 0

     val meng_mash_ok = Unsynchronized.ref 0

     val dep_ok = Unsynchronized.ref 0

     fun find_sugg facts sugg =

       find_first (fn (_, th) => Thm.get_name_hint th = sugg) facts

     fun sugg_facts hyp_ts concl_t facts =

       map_filter (find_sugg facts o of_fact_name)

       #> take (max_relevant_slack * the max_relevant)

       #> Sledgehammer_Fact.maybe_instantiate_inducts ctxt hyp_ts concl_t

       #> map (apfst (apfst (fn name => name ())))

     fun meng_mash_facts fs1 fs2 =

       let

         val fact_eq = (op =) o pairself fst

         fun score_in f fs =

           case find_index (curry fact_eq f) fs of

             ~1 => length fs

           | j => j

         fun score_of f = score_in f fs1 + score_in f fs2

       in

         union fact_eq fs1 fs2

         |> map (`score_of) |> sort (int_ord o pairself fst) |> map snd

         |> take (the max_relevant)

       end

     fun with_index facts s =

       (find_index (fn ((s', _), _) => s = s') facts + 1, s)

     fun index_string (j, s) = s ^ "@" ^ string_of_int j

     fun str_of_res label facts {outcome, run_time, used_facts, ...} =

       "  " ^ label ^ ": " ^

       (if is_none outcome then

          "Success (" ^ ATP_Util.string_from_time run_time ^ "): " ^

          (used_facts |> map (with_index facts o fst)

                      |> sort (int_ord o pairself fst)

                      |> map index_string

                      |> space_implode " ") ^

          (if length facts < the max_relevant then

             " (of " ^ string_of_int (length facts) ^ ")"

           else

             "")

        else

          "Failure: " ^

          (facts |> map (fst o fst)

                 |> take (the max_relevant)

                 |> tag_list 1

                 |> map index_string

                 |> space_implode " "))

     fun run_sh ok heading facts goal =

       let

         val facts = facts |> take (the max_relevant)

         val res as {outcome, ...} = run_sledgehammer ctxt facts goal

         val _ = if is_none outcome then ok := !ok + 1 else ()

       in str_of_res heading facts res end

     fun solve_goal j name suggs =

       let

         val name = of_fact_name name

         val th =

           case find_first (fn (_, th) => Thm.get_name_hint th = name) facts of

             SOME (_, th) => th

           | NONE => error ("No fact called \"" ^ name ^ "\"")

         val deps = dependencies_of all_names th

         val goal = goal_of_thm thy th

         val (_, hyp_ts, concl_t) = ATP_Util.strip_subgoal ctxt goal 1

         val facts = facts |> filter (fn (_, th') => thm_ord (th', th) = LESS)

         val deps_facts = sugg_facts hyp_ts concl_t facts deps

         val meng_facts =

           meng_paulson_facts ctxt (max_relevant_slack * the max_relevant) goal

                              facts

         val mash_facts = sugg_facts hyp_ts concl_t facts suggs

         val meng_mash_facts = meng_mash_facts meng_facts mash_facts

         val meng_s = run_sh meng_ok mengN meng_facts goal

         val mash_s = run_sh mash_ok mashN mash_facts goal

         val meng_mash_s = run_sh meng_mash_ok meng_mashN meng_mash_facts goal

         val dep_s = run_sh dep_ok depN deps_facts goal

       in

         ["Goal " ^ string_of_int j ^ ": " ^ name, meng_s, mash_s, meng_mash_s,

          dep_s]

         |> cat_lines |> tracing

       end

     val explode_suggs = space_explode " " #> filter_out (curry (op =) "")

     fun do_line (j, line) =

       case space_explode ":" line of

         [goal_name, suggs] => solve_goal j goal_name (explode_suggs suggs)

       | _ => ()

     fun total_of heading ok n =

       " " ^ heading ^ ": " ^ string_of_int (!ok) ^ " (" ^

       Real.fmt (StringCvt.FIX (SOME 1))

                (100.0 * Real.fromInt (!ok) / Real.fromInt n) ^ "%)"

     val inst_inducts = Config.get ctxt Sledgehammer_Fact.instantiate_inducts

     val options =

       [prover_name, string_of_int (the max_relevant) ^ " facts",

        "slice" |> not slice ? prefix "dont_", the_default "smart" type_enc,

        the_default "smart" lam_trans, ATP_Util.string_from_time timeout,

        "instantiate_inducts" |> not inst_inducts ? prefix "dont_"]

     val n = length lines

   in

     tracing " * * *";

     tracing ("Options: " ^ commas options);

     List.app do_line (tag_list 1 lines);

     ["Successes (of " ^ string_of_int n ^ " goals)",

      total_of mengN meng_ok n,

      total_of mashN mash_ok n,

      total_of meng_mashN meng_mash_ok n,

      total_of depN dep_ok n]

     |> cat_lines |> tracing

   end

 end;