package grenier
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>
A collection of various algorithms in OCaml
Install
dune-project
Dependency
Authors
Maintainers
Sources
grenier-0.17.tbz
sha256=adce547fae9b5648d902d91173bb787466a197f81610b76757424ab33980e625
sha512=dccce42254660831fbd45129718ce01d2a4fcf10d05fa40f10eb3be4e5c94300af7235cc88c76b2e5aff7a02b8a1e8e6150d2d3376d8b630911d1dc6247b7df6
doc/src/grenier.maxtrie/PatMap.ml.html
Source file PatMap.ml
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This is the representation of [PatSet], with one binding per node instead of a bitmap of elements. A node [Node {k; v; l; r}] binds the key [k], which is the largest key of the tree, to [v]. With [m] the most significant bit of [k] ([0] if [k = 0]): - [r] holds the keys that are less than [m]; - [l] holds the keys in the interval [\[m, k)], with their bit [m] cleared: keys are relative to the "frame" of their subtree. The absolute key of a node is obtained by or-ing the most significant bits of the ancestors at which a left branch was taken (the "prefix"). The representation is canonical, every node holds a binding (a map of size [n] has exactly [n] nodes), and the depth is bounded by the number of bits of a key. See [PatSet] for a more detailed explanation; the algorithms below follow those of [PatSet]. *) type key = int type +'a t = | Empty | Node of { k: int; v: 'a; l: 'a t; r: 'a t } let msb = Bit_lib.extract_msb let lt_msb = Bit_lib.lt_msb let check_key fn k = if k < 0 then invalid_arg ("PatMap." ^ fn ^ ": negative key") let empty = Empty let is_empty = function Empty -> true | Node _ -> false let[@inline] leaf k v = Node {k; v; l = Empty; r = Empty} let singleton k v = check_key "singleton" k; leaf k v (* -------------------------------------------------------------------------- *) (* Low-level operations. *) (* [node_at k t] is the node of [t] whose key is [k], or [Empty]. *) let rec node_at k t = match t with | Empty -> Empty | Node n -> if k >= n.k then if k = n.k then t else Empty else let m = msb n.k in if k land m <> 0 then node_at (k lxor m) n.l else node_at k n.r (* [push k v t] binds [k] to [v] in [t], where [k] is greater than every key of [t]. *) let rec push k v t = match t with | Empty -> leaf k v | Node n -> let m = msb k in if n.k land m <> 0 then Node {k; v; l = push (n.k lxor m) n.v n.l; r = n.r} else Node {k; v; l = Empty; r = t} (* [join k l r] removes the root of a node with key [k] and children [l] and [r]: the maximum of [l], if any, is promoted. *) let rec join k l r = match l with | Empty -> r | Node n -> Node {k = msb k lor n.k; v = n.v; l = join n.k n.l n.r; r} (* [node t k v l r] is [Node {k; v; l; r}], reusing [t] if it is identical. [t] must be a node with key [k]. *) let[@inline] node t k v l r = match t with | Node n when n.v == v && n.l == l && n.r == r -> t | _ -> Node {k; v; l; r} (* [rebuild t k o l r] is the node [t] with key [k], the binding [o] (if any), and children [l] and [r]. *) let[@inline] rebuild t k o l r = match o with | None -> join k l r | Some v -> node t k v l r let[@inline] with_l t l = match t with | Node n when n.l != l -> Node {n with l} | _ -> t let[@inline] with_r t r = match t with | Node n when n.r != r -> Node {n with r} | _ -> t (* -------------------------------------------------------------------------- *) (* Elementary operations. *) let rec find k = function | Empty -> raise Not_found | Node n -> if k >= n.k then if k = n.k then n.v else raise Not_found else let m = msb n.k in if k land m <> 0 then find (k lxor m) n.l else find k n.r let find k t = if k < 0 then raise Not_found else find k t let find_opt k t = if k < 0 then None else match node_at k t with | Empty -> None | Node n -> Some n.v let mem k t = k >= 0 && match node_at k t with Empty -> false | Node _ -> true (* [add k v t]: if [k] is already bound to a physically equal value, [t] is returned. *) let rec add k v t = match t with | Empty -> leaf k v | Node n -> if k >= n.k then if k = n.k then if n.v == v then t else Node {n with v} else push k v t else let m = msb n.k in if k land m <> 0 then with_l t (add (k lxor m) v n.l) else with_r t (add k v n.r) let add k v t = check_key "add" k; add k v t let rec remove k t = match t with | Empty -> t | Node n -> if k >= n.k then if k = n.k then join n.k n.l n.r else t else let m = msb n.k in if k land m <> 0 then with_l t (remove (k lxor m) n.l) else with_r t (remove k n.r) let remove k t = if k < 0 then t else remove k t let rec update k f t = match t with | Empty -> (match f None with None -> t | Some v -> leaf k v) | Node n -> if k >= n.k then if k = n.k then match f (Some n.v) with | None -> join n.k n.l n.r | Some v -> if v == n.v then t else Node {n with v} else match f None with | None -> t | Some v -> push k v t else let m = msb n.k in if k land m <> 0 then with_l t (update (k lxor m) f n.l) else with_r t (update k f n.r) let update k f t = check_key "update" k; update k f t let cardinal t = let rec loop t acc = match t with | Empty -> acc | Node n -> loop n.r (loop n.l (acc + 1)) in loop t 0 let is_singleton = function | Node {l = Empty; r = Empty; _} -> true | _ -> false (* -------------------------------------------------------------------------- *) (* Minimum and maximum. *) let rec min_binding pre n = match n with | Empty -> assert false | Node {r = Node _ as r; _} -> min_binding pre r | Node {k; l = Node _ as l; _} -> min_binding (pre lor msb k) l | Node {k; v; _} -> (pre lor k, v) let min_binding = function | Empty -> raise Not_found | t -> min_binding 0 t let min_binding_opt = function | Empty -> None | t -> Some (min_binding t) let max_binding = function | Empty -> raise Not_found | Node n -> (n.k, n.v) let max_binding_opt = function | Empty -> None | Node n -> Some (n.k, n.v) let choose = max_binding let choose_opt = max_binding_opt (* -------------------------------------------------------------------------- *) (* Iteration. Bindings are enumerated in increasing order of keys: right child, then left child, then root. *) let rec iter f pre = function | Empty -> () | Node n -> iter f pre n.r; iter f (pre lor msb n.k) n.l; f (pre lor n.k) n.v let iter f t = iter f 0 t let rec fold f pre t acc = match t with | Empty -> acc | Node n -> let acc = fold f pre n.r acc in let acc = fold f (pre lor msb n.k) n.l acc in f (pre lor n.k) n.v acc let fold f t acc = fold f 0 t acc let rec fold_right f pre t acc = match t with | Empty -> acc | Node n -> let acc = f (pre lor n.k) n.v acc in let acc = fold_right f (pre lor msb n.k) n.l acc in fold_right f pre n.r acc let bindings t = fold_right (fun k v acc -> (k, v) :: acc) 0 t [] let rec for_all p pre = function | Empty -> true | Node n -> for_all p pre n.r && for_all p (pre lor msb n.k) n.l && p (pre lor n.k) n.v let for_all p t = for_all p 0 t let rec exists p pre = function | Empty -> false | Node n -> exists p pre n.r || exists p (pre lor msb n.k) n.l || p (pre lor n.k) n.v let exists p t = exists p 0 t exception Found (* [find_first p m] is the binding of [m] with the least key that satisfies [p]. Unlike [Stdlib.Map], [p] need not be monotonic. *) let find_first_opt p t = let result = ref None in (try iter (fun k v -> if p k then (result := Some (k, v); raise Found)) t with Found -> ()); !result let find_first p t = match find_first_opt p t with | None -> raise Not_found | Some b -> b let rec map f = function | Empty -> Empty | Node n -> let r = map f n.r in let l = map f n.l in Node {k = n.k; v = f n.v; l; r} let rec mapi f pre = function | Empty -> Empty | Node n -> let r = mapi f pre n.r in let l = mapi f (pre lor msb n.k) n.l in Node {k = n.k; v = f (pre lor n.k) n.v; l; r} let mapi f t = mapi f 0 t let rec filter p pre t = match t with | Empty -> t | Node n -> let r = filter p pre n.r in let l = filter p (pre lor msb n.k) n.l in if p (pre lor n.k) n.v then node t n.k n.v l r else join n.k l r let filter p t = filter p 0 t let rec filter_map f pre = function | Empty -> Empty | Node n -> let r = filter_map f pre n.r in let l = filter_map f (pre lor msb n.k) n.l in match f (pre lor n.k) n.v with | None -> join n.k l r | Some v -> Node {k = n.k; v; l; r} let filter_map f t = filter_map f 0 t let rec partition p pre t = match t with | Empty -> t, t | Node n -> let r1, r2 = partition p pre n.r in let l1, l2 = partition p (pre lor msb n.k) n.l in if p (pre lor n.k) n.v then node t n.k n.v l1 r1, join n.k l2 r2 else join n.k l1 r1, node t n.k n.v l2 r2 let partition p t = partition p 0 t (* -------------------------------------------------------------------------- *) (* Comparisons. Both are structural; [compare] is a total order on maps but not the lexicographic order on bindings. *) let rec equal eq a b = a == b || match a, b with | Node a, Node b -> a.k = b.k && eq a.v b.v && equal eq a.l b.l && equal eq a.r b.r | _ -> false let rec compare cmp a b = if a == b then 0 else match a, b with | Empty, _ -> -1 | _, Empty -> 1 | Node a, Node b -> let c = Int.compare a.k b.k in if c <> 0 then c else let c = cmp a.v b.v in if c <> 0 then c else let c = compare cmp a.l b.l in if c <> 0 then c else compare cmp a.r b.r (* -------------------------------------------------------------------------- *) (* Union. *) (* Carried keys: see [PatSet] for the explanation. A virtual tree is described by [h s p] with a mask [mk] shared by both operands: the chain of nodes [h], [h.l], ... up to [s] excluded, standing for the keys [c.k land mk], followed by the tail [s] if [p]. *) let[@inline] vtail s p = if p then s else Empty let[@inline] vmax h s p mk = if h != s then (match h with Node n -> n.k land mk | Empty -> -1) else if p then (match s with Node n -> n.k | Empty -> -1) else -1 let rec materialize h s p mk = if h == s then vtail s p else match h with | Node n -> push (n.k land mk) n.v (materialize n.l s p mk) | Empty -> assert false let rec first_low m c s = if c == s then c else match c with | Node n when n.k land m <> 0 -> first_low m n.l s | _ -> c let[@inline] joins m s p = p && match s with Node n -> n.k land m <> 0 | Empty -> false let[@inline] left = function Node n -> n.l | Empty -> Empty let[@inline] right = function Node n -> n.r | Empty -> Empty (* [merge_o f sw key vx vy] merges the value [vx] of [x] with the value [vy] of the other operand, where [sw] tells whether [x] comes from the second argument of the toplevel [union]. *) let[@inline] merge_o f sw key vx vy = if sw then f key vy vx else f key vx vy (* [add_with f sw pre k v t] binds [k] to [v] in [t], merging with an existing binding (which comes from the side described by [sw]). *) let rec add_with f sw pre k v t = match t with | Empty -> leaf k v | Node n -> if k >= n.k then if k = n.k then rebuild t k (merge_o f sw (pre lor k) n.v v) n.l n.r else push k v t else let m = msb n.k in if k land m <> 0 then with_l t (add_with f sw (pre lor m) (k lxor m) v n.l) else with_r t (add_with f sw pre k v n.r) (* [union f a b]: the bindings of [a] and [b], where [f k va vb] decides the binding of a key [k] present in both. If the result is equal to [b] (with physically equal values), then [b] is returned. *) let rec union f pre a b = match a, b with | Empty, _ -> b | _, Empty -> a | Node na, Node nb -> let ka = na.k and kb = nb.k in if ka = kb then let m = msb ka in let l = union f (pre lor m) na.l nb.l in let r = union f pre na.r nb.r in rebuild b kb (f (pre lor ka) na.v nb.v) l r else if lt_msb ka kb then with_r b (union f pre a nb.r) else if lt_msb kb ka then with_r a (union f pre na.r b) else let m = msb ka in let r = union f pre na.r nb.r in if ka > kb then let l = union_push f false (pre lor m) na.l b (kb lxor m) in node a ka na.v l r else let l = union_push f true (pre lor m) nb.l a (ka lxor m) in node b kb nb.v l r and union_o f sw pre x y = if sw then union f pre y x else union f pre x y (* [union_push f sw pre x h k] is the union of [x] and the pennant made of the carried node [h], standing for the key [k], followed by [h.l]. *) and union_push f sw pre x h k = match h with | Empty -> assert false | Node nh -> let v = nh.v and y = nh.l in match x with | Empty -> push k v y | Node nx -> let kx = nx.k in if kx = k then let m = msb k in let l, r = match y with | Node ny when ny.k land m <> 0 -> union_push f sw (pre lor m) nx.l y (ny.k lxor m), union_o f sw pre nx.r ny.r | _ -> nx.l, union_o f sw pre nx.r y in rebuild x k (merge_o f sw (pre lor k) nx.v v) l r else if lt_msb kx k then let m = msb k in match y with | Node ny when ny.k land m <> 0 -> Node {k; v; l = push (ny.k lxor m) ny.v ny.l; r = union_o f sw pre x ny.r} | _ -> Node {k; v; l = Empty; r = union_o f sw pre x y} else if lt_msb k kx then with_r x (union_push f sw pre nx.r h k) else let m = msb k in let pre' = pre lor m in match y with | Node ny when ny.k land m <> 0 -> (* Two keys are carried into the upper half. *) let r = union_o f sw pre nx.r ny.r in if kx > k then let l = if sw then vunion f pre' h ny.l true nx.l nx.l true (m - 1) else vunion f pre' nx.l nx.l true h ny.l true (m - 1) in node x kx nx.v l r else let l = if sw then vunion f pre' y ny.l true x nx.l true (m - 1) else vunion f pre' x nx.l true y ny.l true (m - 1) in Node {k; v; l; r} | _ -> let r = union_o f sw pre nx.r y in if kx > k then node x kx nx.v (add_with f sw pre' (k lxor m) v nx.l) r else Node {k; v; l = push (kx lxor m) nx.v nx.l; r} (* [vunion f pre ha sa pa hb sb pb mk] is the union of two virtual trees, the first one coming from the first argument of the toplevel [union]. *) and vunion f pre ha sa pa hb sb pb mk = if ha == sa then if hb == sb then union f pre (vtail sa pa) (vtail sb pb) else match hb with | Node nb when nb.l == sb -> if pb then union_push f false pre (vtail sa pa) hb (nb.k land mk) else add_with f false pre (nb.k land mk) nb.v (vtail sa pa) | _ -> vunion_gen f pre ha sa pa hb sb pb mk else if hb == sb then match ha with | Node na when na.l == sa -> if pa then union_push f true pre (vtail sb pb) ha (na.k land mk) else add_with f true pre (na.k land mk) na.v (vtail sb pb) | _ -> vunion_gen f pre ha sa pa hb sb pb mk else vunion_gen f pre ha sa pa hb sb pb mk and vunion_gen f pre ha sa pa hb sb pb mk = let ka = vmax ha sa pa mk and kb = vmax hb sb pb mk in if ka < 0 then materialize hb sb pb mk else if kb < 0 then materialize ha sa pa mk else if lt_msb ka kb then vunion_below f pre ha sa pa hb sb pb mk kb false else if lt_msb kb ka then vunion_below f pre hb sb pb ha sa pa mk ka true else vunion_same f pre ha sa pa hb sb pb ka kb (* [x] lies below the most significant bit of the maximum [ky] of [y]. *) and vunion_below f pre hx sx px hy sy py mk ky sw = match hy with | Empty -> assert false | Node ny -> if hy == sy then let r = if sw then vunion f pre ny.r ny.r true hx sx px mk else vunion f pre hx sx px ny.r ny.r true mk in with_r sy r else let m = msb ky in let mk = m - 1 in let h = ny.l in let c = first_low m h sy in let j = c == sy && joins m sy py in let l = materialize h (if j then left sy else c) j mk in let r = if c != sy then if sw then vunion f pre c sy py hx sx px mk else vunion f pre hx sx px c sy py mk else let t = if j then right sy else vtail sy py in if sw then vunion f pre t t true hx sx px mk else vunion f pre hx sx px t t true mk in Node {k = ky; v = ny.v; l; r} (* The maxima [ka] and [kb] share their most significant bit [m]. *) and vunion_same f pre ha sa pa hb sb pb ka kb = let k = if ka > kb then ka else kb in let m = msb k in let uha, usa, upa, lha, lsa, lpa = if ka = k && ha == sa then left sa, left sa, true, right sa, right sa, true else let h = if ka = k then left ha else ha in let c = first_low m h sa in if c != sa then h, c, false, c, sa, pa else if joins m sa pa then h, left sa, true, right sa, right sa, true else h, sa, false, sa, sa, pa in let uhb, usb, upb, lhb, lsb, lpb = if kb = k && hb == sb then left sb, left sb, true, right sb, right sb, true else let h = if kb = k then left hb else hb in let c = first_low m h sb in if c != sb then h, c, false, c, sb, pb else if joins m sb pb then h, left sb, true, right sb, right sb, true else h, sb, false, sb, sb, pb in let value t = match t with Node n -> n.v | Empty -> assert false in let o = if ka = kb then f (pre lor k) (value ha) (value hb) else if ka = k then Some (value ha) else Some (value hb) in let l = vunion f (pre lor m) uha usa upa uhb usb upb (m - 1) in let r = vunion f pre lha lsa lpa lhb lsb lpb (m - 1) in match o with | None -> join k l r | Some v -> if kb = k && hb == sb then node sb k v l r else if ka = k && ha == sa then node sa k v l r else Node {k; v; l; r} let union f a b = union f 0 a b (* -------------------------------------------------------------------------- *) (* Intersection and difference. *) (* [inter f a b]: the keys present in both [a] and [b], where [f k va vb] decides the binding. *) let rec inter f pre a b = match a, b with | Empty, _ | _, Empty -> Empty | Node na, Node nb -> let ka = na.k and kb = nb.k in if ka = kb then let l = inter f (pre lor msb ka) na.l nb.l in let r = inter f pre na.r nb.r in match f (pre lor ka) na.v nb.v with | None -> join ka l r | Some v -> Node {k = ka; v; l; r} else if lt_msb ka kb then inter f pre a nb.r else if lt_msb kb ka then inter f pre na.r b else if ka < kb then (* The root of [b] is not in [a]. *) let m = msb kb in let l = inter f (pre lor m) na.l nb.l in let r = inter f pre na.r nb.r in match node_at (ka lxor m) nb.l with | Node n -> (match f (pre lor ka) na.v n.v with | Some v -> Node {k = ka; v; l; r} | None -> join ka l r) | Empty -> join ka l r else let m = msb ka in let l = inter f (pre lor m) na.l nb.l in let r = inter f pre na.r nb.r in match node_at (kb lxor m) na.l with | Node n -> (match f (pre lor kb) n.v nb.v with | Some v -> Node {k = kb; v; l; r} | None -> join kb l r) | Empty -> join kb l r let inter f a b = inter f 0 a b (* [diff a b] removes from [a] the keys of [b]. If nothing is removed, then [a] is returned. *) let rec diff a b = match a, b with | Empty, _ -> a | _, Empty -> a | Node na, Node nb -> let ka = na.k and kb = nb.k in if ka = kb then join ka (diff na.l nb.l) (diff na.r nb.r) else if lt_msb ka kb then diff a nb.r else if lt_msb kb ka then with_r a (diff na.r b) else let m = msb ka in let r = diff na.r nb.r in if ka > kb then node a ka na.v (diff_push na.l b (kb lxor m)) r else let l = diff na.l nb.l in match node_at (ka lxor m) nb.l with | Node _ -> join ka l r | Empty -> node a ka na.v l r (* [diff_push x h k] removes from [x] the keys of the pennant made of the carried node [h], standing for the key [k], followed by [h.l]. *) and diff_push x h k = match x, h with | Empty, _ | _, Empty -> x | Node nx, Node nh -> let y = nh.l in let kx = nx.k in let m = msb k in if kx = k then let l, r = match y with | Node ny when ny.k land m <> 0 -> diff_push nx.l y (ny.k lxor m), diff nx.r ny.r | _ -> nx.l, diff nx.r y in join k l r else if lt_msb kx k then diff x (match y with Node ny when ny.k land m <> 0 -> ny.r | _ -> y) else if lt_msb k kx then with_r x (diff_push nx.r h k) else if kx < k then (* The carried key is above every key of [x]: drop it. *) diff x y else match y with | Node ny when ny.k land m <> 0 -> let r = diff nx.r ny.r in node x kx nx.v (vdiff nx.l h ny.l true (m - 1)) r | _ -> let r = diff nx.r y in node x kx nx.v (remove (k lxor m) nx.l) r (* [vdiff x hb sb pb mk] removes from [x] the keys of a virtual tree. *) and vdiff x hb sb pb mk = if hb == sb then diff x (vtail sb pb) else match x, hb with | Empty, _ | _, Empty -> x | Node nx, Node nh -> if nh.l == sb then if pb then diff_push x hb (nh.k land mk) else remove (nh.k land mk) x else let kb = nh.k land mk and kx = nx.k in if kx = kb || (not (lt_msb kx kb) && not (lt_msb kb kx) && kx > kb) then (* Split the virtual tree at the most significant bit [m] of [kx], after popping its maximum if it is [kx]. *) let m = msb kx in let h = if kx = kb then nh.l else hb in let c = first_low m h sb in let l, r = if c != sb then vdiff nx.l h c false (m - 1), vdiff nx.r c sb pb (m - 1) else if joins m sb pb then vdiff nx.l h (left sb) true (m - 1), diff nx.r (right sb) else vdiff nx.l h sb false (m - 1), diff nx.r (vtail sb pb) in if kx = kb then join kx l r else node x kx nx.v l r else if lt_msb kx kb then let m = msb kb in let c = first_low m hb sb in if c != sb then vdiff x c sb pb (m - 1) else if joins m sb pb then diff x (right sb) else diff x (vtail sb pb) else if lt_msb kb kx then with_r x (vdiff nx.r hb sb pb mk) else (* [kx < kb]: the maximum of the virtual tree is above [x]. *) vdiff x nh.l sb pb mk let disjoint a b = let rec disjoint : 'a 'b. 'a t -> 'b t -> bool = fun a b -> match a, b with | Empty, _ | _, Empty -> true | Node na, Node nb -> Obj.repr a != Obj.repr b && let ka = na.k and kb = nb.k in if ka = kb then false else if lt_msb ka kb then disjoint a nb.r else if lt_msb kb ka then disjoint na.r b else if ka < kb then node_at (ka lxor msb kb) nb.l == Empty && disjoint na.l nb.l && disjoint na.r nb.r else node_at (kb lxor msb ka) na.l == Empty && disjoint na.l nb.l && disjoint na.r nb.r in disjoint a b (* -------------------------------------------------------------------------- *) (* Changes between two versions of a map. *) (* [report f side pre t] calls [f] on every binding of [t], in increasing order of keys, as present only on the given side ([true]: the first map). *) let rec report f side pre t = match t with | Empty -> () | Node n -> report f side pre n.r; report f side (pre lor msb n.k) n.l; if side then f (pre lor n.k) (Some n.v) None else f (pre lor n.k) None (Some n.v) (* [vreport f side pre h s p mk] does the same for a virtual tree: the tail first, then the chain, whose keys decrease. *) let rec vreport f side pre h s p mk = if h == s then report f side pre (vtail s p) else match h with | Empty -> assert false | Node n -> vreport f side pre n.l s p mk; let k = pre lor (n.k land mk) in if side then f k (Some n.v) None else f k None (Some n.v) (* [changes f pre a b] calls [f k x y], in increasing order of keys, for every key [k] whose bindings [x] in [a] and [y] in [b] are not physically equal. Physically equal subtrees are skipped. When the maxima of [a] and [b] differ but share their most significant bit, the smaller one is carried, as in [union]: this aligns again the subtrees that an update has shifted, so that they are still recognized as shared. *) let rec changes f pre a b = if a != b then match a, b with | Empty, _ -> report f false pre b | _, Empty -> report f true pre a | Node na, Node nb -> let ka = na.k and kb = nb.k in if ka = kb then begin changes f pre na.r nb.r; changes f (pre lor msb ka) na.l nb.l; if na.v != nb.v then f (pre lor ka) (Some na.v) (Some nb.v) end else if lt_msb ka kb then begin (* [a] lies below the most significant bit of [kb]. *) changes f pre a nb.r; report f false (pre lor msb kb) nb.l; f (pre lor kb) None (Some nb.v) end else if lt_msb kb ka then begin changes f pre na.r b; report f true (pre lor msb ka) na.l; f (pre lor ka) (Some na.v) None end else begin let m = msb ka in changes f pre na.r nb.r; if ka > kb then begin vchanges f (pre lor m) na.l na.l true b nb.l true (m - 1); f (pre lor ka) (Some na.v) None end else begin vchanges f (pre lor m) a na.l true nb.l nb.l true (m - 1); f (pre lor kb) None (Some nb.v) end end (* [vchanges] is [changes] on two virtual trees. *) and vchanges f pre ha sa pa hb sb pb mk = if ha == sa && hb == sb then changes f pre (vtail sa pa) (vtail sb pb) else let ka = vmax ha sa pa mk and kb = vmax hb sb pb mk in if ka < 0 then vreport f false pre hb sb pb mk else if kb < 0 then vreport f true pre ha sa pa mk else if lt_msb ka kb then vchanges_below f pre ha sa pa hb sb pb kb false else if lt_msb kb ka then vchanges_below f pre hb sb pb ha sa pa ka true else vchanges_same f pre ha sa pa hb sb pb ka kb (* [x] lies below the most significant bit [m] of the maximum [ky] of [y]: compare [x] with the lower part of [y], then report the upper part of [y] and its maximum. [sw] tells whether [x] is the second map. *) and vchanges_below f pre hx sx px hy sy py ky sw = let m = msb ky in let vy = match hy with Node n -> n.v | Empty -> assert false in (* The lower part of [y] is the virtual tree [lh ls lp]. *) let lh, ls, lp, up = if hy == sy then (* Popping the root of a plain tree yields its two children. *) right sy, right sy, true, false else let c = first_low m (left hy) sy in if c != sy then c, sy, py, true else if joins m sy py then right sy, right sy, true, true else sy, sy, py, true in if sw then vchanges f pre lh ls lp hx sx px (m - 1) else vchanges f pre hx sx px lh ls lp (m - 1); if not up then report f sw (pre lor m) (left sy) else begin let h = left hy in let c = first_low m h sy in let j = c == sy && joins m sy py in vreport f sw (pre lor m) h (if j then left sy else c) j (m - 1) end; if sw then f (pre lor ky) (Some vy) None else f (pre lor ky) None (Some vy) (* The maxima [ka] and [kb] share their most significant bit [m]: split both virtual trees at [m] (popping the largest maximum, or both), compare the lower parts, then the upper parts, then the maximum. *) and vchanges_same f pre ha sa pa hb sb pb ka kb = let k = if ka > kb then ka else kb in let m = msb k in let uha, usa, upa, lha, lsa, lpa = if ka = k && ha == sa then left sa, left sa, true, right sa, right sa, true else let h = if ka = k then left ha else ha in let c = first_low m h sa in if c != sa then h, c, false, c, sa, pa else if joins m sa pa then h, left sa, true, right sa, right sa, true else h, sa, false, sa, sa, pa in let uhb, usb, upb, lhb, lsb, lpb = if kb = k && hb == sb then left sb, left sb, true, right sb, right sb, true else let h = if kb = k then left hb else hb in let c = first_low m h sb in if c != sb then h, c, false, c, sb, pb else if joins m sb pb then h, left sb, true, right sb, right sb, true else h, sb, false, sb, sb, pb in vchanges f pre lha lsa lpa lhb lsb lpb (m - 1); vchanges f (pre lor m) uha usa upa uhb usb upb (m - 1); match ha, hb with | Node na, Node nb -> if ka = kb then (if na.v != nb.v then f (pre lor k) (Some na.v) (Some nb.v)) else if ka = k then f (pre lor k) (Some na.v) None else f (pre lor k) None (Some nb.v) | _ -> assert false let changes f a b = changes f 0 a b (* -------------------------------------------------------------------------- *) (* Splitting. *) (* [above k t] keeps the bindings whose keys are greater than [k]. *) let rec above k t = match t with | Empty -> t | Node n -> if n.k <= k then Empty else let m = msb n.k in if k land m <> 0 then let l = above (k lxor m) n.l in (match n.r with | Empty when l == n.l -> t | _ -> Node {n with l; r = Empty}) else with_r t (above k n.r) (* [below k t] keeps the bindings whose keys are less than [k]. *) let rec below k t = match t with | Empty -> t | Node n -> if n.k < k then t else if n.k = k then join k n.l n.r else let m = msb n.k in if k land m <> 0 then join n.k (below (k lxor m) n.l) n.r else below k n.r let split k t = if k < 0 then Empty, None, t else below k t, find_opt k t, above k t (* -------------------------------------------------------------------------- *) (* Sequences and lists. *) type 'a enum = | End | More of int * 'a t * 'a enum (* a prefix and a tree *) | Binding of int * 'a * 'a enum (* an absolute key and its value *) let rec seq_of_enum e () = match e with | End -> Seq.Nil | Binding (k, v, e) -> Seq.Cons ((k, v), seq_of_enum e) | More (_, Empty, e) -> seq_of_enum e () | More (pre, Node n, e) -> seq_of_enum (More (pre, n.r, More (pre lor msb n.k, n.l, Binding (pre lor n.k, n.v, e)))) () let to_seq t = seq_of_enum (More (0, t, End)) let rec rev_seq pre t rest () = match t with | Empty -> rest () | Node n -> Seq.Cons ((pre lor n.k, n.v), rev_seq (pre lor msb n.k) n.l (rev_seq pre n.r rest)) let to_rev_seq t = rev_seq 0 t Seq.empty let add_seq s t = Seq.fold_left (fun t (k, v) -> add k v t) t s let of_seq s = add_seq s empty let of_list l = List.fold_left (fun t (k, v) -> add k v t) empty l (* -------------------------------------------------------------------------- *) (* Invariant checking. *) let check t = let fail fmt = Printf.ksprintf failwith ("PatMap.check: " ^^ fmt) in let rec check t bound = match t with | Empty -> () | Node n -> if n.k < 0 then fail "negative key %d" n.k; if bound >= 0 && n.k >= bound then fail "key %d is out of its bound %d" n.k bound; let m = msb n.k in check n.l (n.k - m); check n.r m in check t (-1)
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