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(**************************************************************************)
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(* *)
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(* OCaml *)
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(* *)
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(* Xavier Leroy, projet Cristal, INRIA Rocquencourt *)
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(* *)
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(* Copyright 1996 Institut National de Recherche en Informatique et *)
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(* en Automatique. *)
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(* *)
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(* All rights reserved. This file is distributed under the terms of *)
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(* the GNU Lesser General Public License version 2.1, with the *)
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(* special exception on linking described in the file LICENSE. *)
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(* *)
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(**************************************************************************)
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(* Sets over ordered types *)
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module type OrderedType =
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sig
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type t
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val compare: t -> t -> int
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end
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module type S =
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sig
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type elt
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type t
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include Comparer.S with type t := t
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val empty: t
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val is_empty: t -> bool
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val mem: elt -> t -> bool
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val add: elt -> t -> t
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val singleton: elt -> t
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val remove: elt -> t -> t
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val union: t -> t -> t
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val inter: t -> t -> t
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val disjoint: t -> t -> bool
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val diff: t -> t -> t
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val compare: t -> t -> int
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module Provide_equal (_ : sig
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type t = elt [@@deriving equal]
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end) : sig
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type t [@@deriving equal]
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end
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with type t := t
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val subset: t -> t -> bool
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val iter: (elt -> unit) -> t -> unit
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val map: (elt -> elt) -> t -> t
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val fold: (elt -> 'a -> 'a) -> t -> 'a -> 'a
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val for_all: (elt -> bool) -> t -> bool
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val exists: (elt -> bool) -> t -> bool
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val filter: (elt -> bool) -> t -> t
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val filter_map: (elt -> elt option) -> t -> t
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val partition: (elt -> bool) -> t -> t * t
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val cardinal: t -> int
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val elements: t -> elt list
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val only_elt: t -> elt option
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val classify : t -> elt NS0.zero_one_many
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val min_elt: t -> elt
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val min_elt_opt: t -> elt option
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val max_elt: t -> elt
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val max_elt_opt: t -> elt option
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val choose: t -> elt
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val choose_opt: t -> elt option
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val pop : t -> elt * t
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val pop_opt : t -> (elt * t) option
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val split: elt -> t -> t * bool * t
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val find: elt -> t -> elt
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val find_opt: elt -> t -> elt option
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val find_first: (elt -> bool) -> t -> elt
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val find_first_opt: (elt -> bool) -> t -> elt option
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val find_last: (elt -> bool) -> t -> elt
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val find_last_opt: (elt -> bool) -> t -> elt option
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val of_list: elt list -> t
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val to_seq_from : elt -> t -> elt Seq.t
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val to_seq : t -> elt Seq.t
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val add_seq : elt Seq.t -> t -> t
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val of_seq : elt Seq.t -> t
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module Provide_sexp_of (_ : sig
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type t = elt [@@deriving sexp_of]
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end) : sig
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type t [@@deriving sexp_of]
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end
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with type t := t
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module Provide_of_sexp (_ : sig
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type t = elt [@@deriving of_sexp]
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end) : sig
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type t [@@deriving of_sexp]
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end
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with type t := t
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end
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module T = struct
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type ('elt, 'cmp) t =
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| Empty
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| Node of {l: ('elt, 'cmp) t; v: 'elt; r: ('elt, 'cmp) t; h: int}
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(* Sets are represented by balanced binary trees (the heights of the
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children differ by at most 2 *)
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type ('elt, 'cmp) enumeration =
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| End
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| More of 'elt * ('elt, 'cmp) t * ('elt, 'cmp) enumeration
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let rec cons_enum s e =
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match s with
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Empty -> e
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| Node{l; v; r} -> cons_enum l (More(v, r, e))
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let compare compare_elt _ s1 s2 =
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let rec compare_aux e1 e2 =
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match (e1, e2) with
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(End, End) -> 0
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| (End, _) -> -1
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| (_, End) -> 1
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| (More(v1, r1, e1), More(v2, r2, e2)) ->
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let c = compare_elt v1 v2 in
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if c <> 0
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then c
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else compare_aux (cons_enum r1 e1) (cons_enum r2 e2)
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in
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compare_aux (cons_enum s1 End) (cons_enum s2 End)
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type 'compare_elt compare [@@deriving compare, equal, sexp]
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end
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include T
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let equal equal_elt _ s1 s2 =
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let rec equal_aux e1 e2 =
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match (e1, e2) with
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(End, End) -> true
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| (End, _) -> false
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| (_, End) -> false
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| (More(v1, r1, e1), More(v2, r2, e2)) ->
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equal_elt v1 v2 &&
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equal_aux (cons_enum r1 e1) (cons_enum r2 e2)
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in
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equal_aux (cons_enum s1 End) (cons_enum s2 End)
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let rec elements_aux accu = function
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Empty -> accu
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| Node{l; v; r} -> elements_aux (v :: elements_aux accu r) l
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let elements s =
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elements_aux [] s
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let sexp_of_t sexp_of_elt _ s =
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elements s
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|> Sexplib.Conv.sexp_of_list sexp_of_elt
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let height = function
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Empty -> 0
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| Node {h} -> h
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(* Creates a new node with left son l, value v and right son r.
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We must have all elements of l < v < all elements of r.
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l and r must be balanced and | height l - height r | <= 2.
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Inline expansion of height for better speed. *)
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let create l v r =
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let hl = match l with Empty -> 0 | Node {h} -> h in
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let hr = match r with Empty -> 0 | Node {h} -> h in
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Node{l; v; r; h=(if hl >= hr then hl + 1 else hr + 1)}
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let of_sorted_list l =
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let rec sub n l =
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match n, l with
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| 0, l -> Empty, l
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| 1, x0 :: l -> Node {l=Empty; v=x0; r=Empty; h=1}, l
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| 2, x0 :: x1 :: l ->
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Node{l=Node{l=Empty; v=x0; r=Empty; h=1}; v=x1; r=Empty; h=2}, l
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| 3, x0 :: x1 :: x2 :: l ->
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Node{l=Node{l=Empty; v=x0; r=Empty; h=1}; v=x1;
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r=Node{l=Empty; v=x2; r=Empty; h=1}; h=2}, l
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| n, l ->
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let nl = n / 2 in
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let left, l = sub nl l in
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match l with
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| [] -> assert false
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| mid :: l ->
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let right, l = sub (n - nl - 1) l in
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create left mid right, l
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in
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fst (sub (List.length l) l)
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let t_of_sexp elt_of_sexp _ s =
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Sexplib.Conv.list_of_sexp elt_of_sexp s
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|> of_sorted_list
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module Make(Ord: Comparer.S) =
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struct
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module Ord = struct
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include Ord
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let compare = (comparer :> t -> t -> int)
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end
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type elt = Ord.t
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include (Comparer.Apply (T) (Ord))
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module Provide_equal (Elt : sig
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type t = Ord.t [@@deriving equal]
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end) = struct
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let equal l r = equal Elt.equal Ord.equal_compare l r
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end
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module Provide_sexp_of (Elt : sig
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type t = Ord.t [@@deriving sexp_of]
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end) = struct
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let sexp_of_t s =
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sexp_of_t Elt.sexp_of_t Ord.sexp_of_compare s
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end
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module Provide_of_sexp (Elt : sig
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type t = Ord.t [@@deriving of_sexp]
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end) = struct
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let t_of_sexp s =
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t_of_sexp Elt.t_of_sexp Ord.compare_of_sexp s
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end
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(* Same as create, but performs one step of rebalancing if necessary.
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Assumes l and r balanced and | height l - height r | <= 3.
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Inline expansion of create for better speed in the most frequent case
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where no rebalancing is required. *)
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let bal l v r =
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let hl = match l with Empty -> 0 | Node {h} -> h in
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let hr = match r with Empty -> 0 | Node {h} -> h in
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if hl > hr + 2 then begin
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match l with
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Empty -> invalid_arg "Set.bal"
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| Node{l=ll; v=lv; r=lr} ->
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if height ll >= height lr then
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create ll lv (create lr v r)
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else begin
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match lr with
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Empty -> invalid_arg "Set.bal"
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| Node{l=lrl; v=lrv; r=lrr}->
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create (create ll lv lrl) lrv (create lrr v r)
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end
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end else if hr > hl + 2 then begin
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match r with
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Empty -> invalid_arg "Set.bal"
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| Node{l=rl; v=rv; r=rr} ->
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if height rr >= height rl then
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create (create l v rl) rv rr
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else begin
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match rl with
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Empty -> invalid_arg "Set.bal"
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| Node{l=rll; v=rlv; r=rlr} ->
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create (create l v rll) rlv (create rlr rv rr)
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end
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end else
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Node{l; v; r; h=(if hl >= hr then hl + 1 else hr + 1)}
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(* Insertion of one element *)
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let rec add x = function
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Empty -> Node{l=Empty; v=x; r=Empty; h=1}
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| Node{l; v; r} as t ->
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let c = Ord.compare x v in
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if c = 0 then t else
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if c < 0 then
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let ll = add x l in
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if l == ll then t else bal ll v r
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else
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let rr = add x r in
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if r == rr then t else bal l v rr
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let singleton x = Node{l=Empty; v=x; r=Empty; h=1}
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(* Beware: those two functions assume that the added v is *strictly*
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smaller (or bigger) than all the present elements in the tree; it
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does not test for equality with the current min (or max) element.
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Indeed, they are only used during the "join" operation which
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respects this precondition.
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*)
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let rec add_min_element x = function
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| Empty -> singleton x
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| Node {l; v; r} ->
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bal (add_min_element x l) v r
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let rec add_max_element x = function
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| Empty -> singleton x
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| Node {l; v; r} ->
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bal l v (add_max_element x r)
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(* Same as create and bal, but no assumptions are made on the
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relative heights of l and r. *)
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let rec join l v r =
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match (l, r) with
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(Empty, _) -> add_min_element v r
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| (_, Empty) -> add_max_element v l
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| (Node{l=ll; v=lv; r=lr; h=lh}, Node{l=rl; v=rv; r=rr; h=rh}) ->
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if lh > rh + 2 then bal ll lv (join lr v r) else
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if rh > lh + 2 then bal (join l v rl) rv rr else
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create l v r
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let classify x : _ NS0.zero_one_many =
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match x with
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| Empty -> Zero
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| Node {l=Empty; v; r=Empty} -> One v
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| _ -> Many
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let only_elt = function
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Node {l=Empty; v; r=Empty} -> Some v
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| _ -> None
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(* Smallest and greatest element of a set *)
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let rec min_elt = function
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Empty -> raise Not_found
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| Node{l=Empty; v} -> v
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| Node{l} -> min_elt l
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let rec min_elt_opt = function
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Empty -> None
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| Node{l=Empty; v} -> Some v
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| Node{l} -> min_elt_opt l
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let rec max_elt = function
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Empty -> raise Not_found
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| Node{v; r=Empty} -> v
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| Node{r} -> max_elt r
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let rec max_elt_opt = function
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Empty -> None
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| Node{v; r=Empty} -> Some v
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| Node{r} -> max_elt_opt r
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(* Remove the smallest element of the given set *)
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let rec remove_min_elt = function
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Empty -> invalid_arg "Set.remove_min_elt"
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| Node{l=Empty; r} -> r
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| Node{l; v; r} -> bal (remove_min_elt l) v r
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(* Merge two trees l and r into one.
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All elements of l must precede the elements of r.
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Assume | height l - height r | <= 2. *)
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let merge t1 t2 =
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match (t1, t2) with
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(Empty, t) -> t
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| (t, Empty) -> t
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| (_, _) -> bal t1 (min_elt t2) (remove_min_elt t2)
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(* Merge two trees l and r into one.
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All elements of l must precede the elements of r.
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No assumption on the heights of l and r. *)
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let concat t1 t2 =
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match (t1, t2) with
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(Empty, t) -> t
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| (t, Empty) -> t
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| (_, _) -> join t1 (min_elt t2) (remove_min_elt t2)
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(* Splitting. split x s returns a triple (l, present, r) where
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- l is the set of elements of s that are < x
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- r is the set of elements of s that are > x
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- present is false if s contains no element equal to x,
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or true if s contains an element equal to x. *)
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let rec split x = function
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Empty ->
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(Empty, false, Empty)
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| Node{l; v; r} ->
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let c = Ord.compare x v in
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if c = 0 then (l, true, r)
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else if c < 0 then
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let (ll, pres, rl) = split x l in (ll, pres, join rl v r)
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else
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let (lr, pres, rr) = split x r in (join l v lr, pres, rr)
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(* Implementation of the set operations *)
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let empty = Empty
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let is_empty = function Empty -> true | _ -> false
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let rec mem x = function
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Empty -> false
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| Node{l; v; r} ->
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let c = Ord.compare x v in
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c = 0 || mem x (if c < 0 then l else r)
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let rec remove x = function
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Empty -> Empty
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| (Node{l; v; r} as t) ->
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let c = Ord.compare x v in
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if c = 0 then merge l r
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else
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if c < 0 then
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let ll = remove x l in
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if l == ll then t
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else bal ll v r
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else
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let rr = remove x r in
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if r == rr then t
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else bal l v rr
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let rec union s1 s2 =
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match (s1, s2) with
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(Empty, t2) -> t2
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| (t1, Empty) -> t1
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| (Node{l=l1; v=v1; r=r1; h=h1}, Node{l=l2; v=v2; r=r2; h=h2}) ->
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if h1 >= h2 then
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if h2 = 1 then add v2 s1 else begin
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let (l2, _, r2) = split v1 s2 in
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join (union l1 l2) v1 (union r1 r2)
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end
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else
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if h1 = 1 then add v1 s2 else begin
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let (l1, _, r1) = split v2 s1 in
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join (union l1 l2) v2 (union r1 r2)
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end
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let rec inter s1 s2 =
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match (s1, s2) with
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(Empty, _) -> Empty
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| (_, Empty) -> Empty
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| (Node{l=l1; v=v1; r=r1}, t2) ->
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match split v1 t2 with
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(l2, false, r2) ->
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concat (inter l1 l2) (inter r1 r2)
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| (l2, true, r2) ->
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join (inter l1 l2) v1 (inter r1 r2)
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(* Same as split, but compute the left and right subtrees
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only if the pivot element is not in the set. The right subtree
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is computed on demand. *)
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type split_bis =
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| Found
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| NotFound of t * (unit -> t)
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let rec split_bis x = function
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Empty ->
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NotFound (Empty, (fun () -> Empty))
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| Node{l; v; r; _} ->
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let c = Ord.compare x v in
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if c = 0 then Found
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else if c < 0 then
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match split_bis x l with
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| Found -> Found
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| NotFound (ll, rl) -> NotFound (ll, (fun () -> join (rl ()) v r))
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else
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match split_bis x r with
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| Found -> Found
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| NotFound (lr, rr) -> NotFound (join l v lr, rr)
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let rec disjoint s1 s2 =
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match (s1, s2) with
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(Empty, _) | (_, Empty) -> true
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| (Node{l=l1; v=v1; r=r1}, t2) ->
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if s1 == s2 then false
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else match split_bis v1 t2 with
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NotFound(l2, r2) -> disjoint l1 l2 && disjoint r1 (r2 ())
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| Found -> false
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let rec diff s1 s2 =
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match (s1, s2) with
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(Empty, _) -> Empty
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| (t1, Empty) -> t1
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| (Node{l=l1; v=v1; r=r1}, t2) ->
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match split v1 t2 with
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(l2, false, r2) ->
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join (diff l1 l2) v1 (diff r1 r2)
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| (l2, true, r2) ->
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concat (diff l1 l2) (diff r1 r2)
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let rec subset s1 s2 =
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match (s1, s2) with
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Empty, _ ->
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true
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| _, Empty ->
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false
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| Node {l=l1; v=v1; r=r1}, (Node {l=l2; v=v2; r=r2} as t2) ->
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let c = Ord.compare v1 v2 in
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if c = 0 then
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subset l1 l2 && subset r1 r2
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else if c < 0 then
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subset (Node {l=l1; v=v1; r=Empty; h=0}) l2 && subset r1 t2
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else
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subset (Node {l=Empty; v=v1; r=r1; h=0}) r2 && subset l1 t2
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let rec iter f = function
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Empty -> ()
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| Node{l; v; r} -> iter f l; f v; iter f r
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let rec fold f s accu =
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match s with
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Empty -> accu
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| Node{l; v; r} -> fold f r (f v (fold f l accu))
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let rec for_all p = function
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Empty -> true
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| Node{l; v; r} -> p v && for_all p l && for_all p r
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let rec exists p = function
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Empty -> false
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| Node{l; v; r} -> p v || exists p l || exists p r
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let rec filter p = function
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Empty -> Empty
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| (Node{l; v; r}) as t ->
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(* call [p] in the expected left-to-right order *)
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let l' = filter p l in
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let pv = p v in
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let r' = filter p r in
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if pv then
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if l==l' && r==r' then t else join l' v r'
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else concat l' r'
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let rec partition p = function
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Empty -> (Empty, Empty)
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| Node{l; v; r} ->
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(* call [p] in the expected left-to-right order *)
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let (lt, lf) = partition p l in
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let pv = p v in
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let (rt, rf) = partition p r in
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if pv
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then (join lt v rt, concat lf rf)
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else (concat lt rt, join lf v rf)
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let rec cardinal = function
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Empty -> 0
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| Node{l; r} -> cardinal l + 1 + cardinal r
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let elements = elements
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let choose = function
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Empty -> raise Not_found
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| Node{v} -> v
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let choose_opt = function
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Empty -> None
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| Node{v} -> Some v
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let pop = function
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Empty -> raise Not_found
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| Node{l; v; r} -> (v, merge l r)
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let pop_opt = function
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Empty -> None
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| Node{l; v; r} -> Some (v, merge l r)
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let rec find x = function
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Empty -> raise Not_found
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| Node{l; v; r} ->
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let c = Ord.compare x v in
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if c = 0 then v
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else find x (if c < 0 then l else r)
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let rec find_first_aux v0 f = function
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Empty ->
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v0
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| Node{l; v; r} ->
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if f v then
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find_first_aux v f l
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else
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find_first_aux v0 f r
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let rec find_first f = function
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Empty ->
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raise Not_found
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| Node{l; v; r} ->
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if f v then
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find_first_aux v f l
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else
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find_first f r
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let rec find_first_opt_aux v0 f = function
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Empty ->
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Some v0
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| Node{l; v; r} ->
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if f v then
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find_first_opt_aux v f l
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else
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find_first_opt_aux v0 f r
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let rec find_first_opt f = function
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Empty ->
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None
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| Node{l; v; r} ->
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if f v then
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find_first_opt_aux v f l
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else
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find_first_opt f r
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let rec find_last_aux v0 f = function
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Empty ->
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v0
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| Node{l; v; r} ->
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if f v then
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find_last_aux v f r
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else
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find_last_aux v0 f l
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let rec find_last f = function
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Empty ->
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raise Not_found
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| Node{l; v; r} ->
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if f v then
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find_last_aux v f r
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else
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find_last f l
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let rec find_last_opt_aux v0 f = function
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Empty ->
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Some v0
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| Node{l; v; r} ->
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if f v then
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find_last_opt_aux v f r
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else
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find_last_opt_aux v0 f l
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let rec find_last_opt f = function
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Empty ->
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None
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| Node{l; v; r} ->
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if f v then
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find_last_opt_aux v f r
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else
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find_last_opt f l
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let rec find_opt x = function
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Empty -> None
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| Node{l; v; r} ->
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let c = Ord.compare x v in
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if c = 0 then Some v
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else find_opt x (if c < 0 then l else r)
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let try_join l v r =
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(* [join l v r] can only be called when (elements of l < v <
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elements of r); use [try_join l v r] when this property may
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not hold, but you hope it does hold in the common case *)
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if (l = Empty || Ord.compare (max_elt l) v < 0)
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&& (r = Empty || Ord.compare v (min_elt r) < 0)
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then join l v r
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else union l (add v r)
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let rec map f = function
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| Empty -> Empty
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| Node{l; v; r} as t ->
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(* enforce left-to-right evaluation order *)
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let l' = map f l in
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let v' = f v in
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let r' = map f r in
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if l == l' && v == v' && r == r' then t
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else try_join l' v' r'
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let try_concat t1 t2 =
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match (t1, t2) with
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(Empty, t) -> t
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| (t, Empty) -> t
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| (_, _) -> try_join t1 (min_elt t2) (remove_min_elt t2)
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let rec filter_map f = function
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| Empty -> Empty
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| Node{l; v; r} as t ->
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(* enforce left-to-right evaluation order *)
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let l' = filter_map f l in
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let v' = f v in
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let r' = filter_map f r in
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begin match v' with
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| Some v' ->
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if l == l' && v == v' && r == r' then t
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else try_join l' v' r'
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| None ->
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try_concat l' r'
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end
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let of_list l =
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match l with
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| [] -> empty
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| [x0] -> singleton x0
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| [x0; x1] -> add x1 (singleton x0)
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| [x0; x1; x2] -> add x2 (add x1 (singleton x0))
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| [x0; x1; x2; x3] -> add x3 (add x2 (add x1 (singleton x0)))
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| [x0; x1; x2; x3; x4] -> add x4 (add x3 (add x2 (add x1 (singleton x0))))
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| _ -> of_sorted_list (List.sort_uniq ~cmp:Ord.compare l)
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let add_seq i m =
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Seq.fold_left (fun s x -> add x s) m i
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let of_seq i = add_seq i empty
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let rec seq_of_enum_ c () = match c with
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| End -> Seq.Nil
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| More (x, t, rest) -> Seq.Cons (x, seq_of_enum_ (cons_enum t rest))
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let to_seq c = seq_of_enum_ (cons_enum c End)
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let to_seq_from low s =
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let rec aux low s c = match s with
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| Empty -> c
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| Node {l; r; v; _} ->
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begin match Ord.compare v low with
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| 0 -> More (v, r, c)
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| n when n<0 -> aux low r c
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| _ -> aux low l (More (v, r, c))
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end
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in
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seq_of_enum_ (aux low s End)
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end
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