open StdLabels let () = Random.self_init () type t = { number : int ; element : string list } let empty_data () = { number = 0; element = [] } let update_freq : (char, int) Hashtbl.t -> char -> unit = fun freq c -> match Hashtbl.find_opt freq c with | None -> Hashtbl.add freq c 1 | Some value -> Hashtbl.replace freq c (value + 1) (** Evaluate the score for each char (lower is better) *) let extract_freq : t -> (char * int) list = fun data -> let freq = Hashtbl.create 26 in List.iter data.element ~f:(fun word -> String.iter word ~f:(fun c -> update_freq freq c) ); let number_2 = data.number / 2 in Hashtbl.fold (fun k v acc -> (k, abs (v - number_2)) :: acc) freq [] (* Sort the list for a pretty printing *) |> List.sort ~cmp:(fun v1 v2 -> snd v1 - snd v2) let add_word : Criteria.t list -> t -> string -> t = fun filters data word -> match List.for_all ~f:(Criteria.check_filter word) filters with | true -> { number = data.number + 1; element = word :: data.element } | false -> data (** Get the word which with the most information in it. The information is the score given to each character, representing each frequency in the whole word list (lower is better). If the same letter is present many times, we consider that succeding letters does not give any more informations (do not consider the position here) *) let pick_next_word : t -> (char * int) list -> string * int = fun data scores -> let p' : (string list * int) option -> string -> (string list * int) option = fun prec word -> (* evaluate the score for this word *) let _, eval = String.fold_left ~f:(fun (scores, score) c -> match List.assoc_opt c scores with | None -> (* if the character has no score associated, we consider that it does not provide any more information, and give it the max score available *) (scores, score + (data.number / 2)) | Some v -> let new_scores = List.filter ~f:(fun (c', _) -> not (Char.equal c c')) scores in (new_scores, score + v) ) ~init:(scores, 0) word in match prec with | None -> Some ([ word ], eval) | Some (_, prec_score) when eval < prec_score -> Some ([ word ], eval) | Some (w, prec_score) when eval = prec_score -> Some (word :: w, eval) | _ -> prec in match List.fold_left ~f:p' ~init:None data.element with | None -> ("", 0) | Some (words, score) -> (* Pick a reandom word from the list *) let elements = List.length words in let number = Random.int elements in (List.nth words number, score) let remove_word : t -> string -> t = fun t word -> let element = List.filter ~f:(fun w -> not (String.equal w word)) t.element in { element; number = t.number - 1 } let words : t -> string list = fun { element; _ } -> element let list_size : t -> int = fun { number; _ } -> number