(* Destructive implementation of union/find with height-balanced forests but without path compression: O(n*log(n)). *) module Make (Item: Partition.Item) = struct type item = Item.t let equal i j = Item.compare i j = 0 type height = int (** Each equivalence class is implemented by a Catalan tree linked upwardly and otherwise is a link to another node. Those trees are height-balanced. The type [node] implements nodes in those trees. *) type node = { item : item; mutable height : int; mutable parent : node } module ItemMap = Map.Make (Item) (** The type [partition] implements a partition of classes of equivalent items by means of a map from items to nodes of type [node] in trees. *) type partition = node ItemMap.t type t = partition let empty = ItemMap.empty (** The impure function [repr] is faster than a pure implementation in the worst case because, in the latter case, the cost is O(log n) for accessing each node in the path to the root, whereas, in the former, only the access to the first node in the path incurs a cost of O(log n) -- the other nodes are accessed in constant time by following the [next] field of type [node]. *) let seek (i: item) (p: partition) : node = let rec find_root node = if node.parent == node then node else find_root node.parent in find_root (ItemMap.find i p) let repr i p = (seek i p).item let is_equiv (i: item) (j: item) (p: partition) : bool = try equal (repr i p) (repr j p) with Not_found -> false let get_or_set item (p: partition) = try seek item p, p with Not_found -> let rec loop = {item; height=0; parent=loop} in loop, ItemMap.add item loop p let mem i p = try Some (repr i p) with Not_found -> None let repr i p = try repr i p with Not_found -> i let link src dst = src.parent <- dst let equiv (i: item) (j: item) (p: partition) : partition = let ni,p = get_or_set i p in let nj,p = get_or_set j p in let hi,hj = ni.height, nj.height in let () = if not (equal ni.item nj.item) then if hi > hj then link nj ni else (link ni nj; nj.height <- max hj (hi+1)) in p let alias (i: item) (j: item) (p: partition) : partition = let ni,p = get_or_set i p in let nj,p = get_or_set j p in let hi,hj = ni.height, nj.height in let () = if not (equal ni.item nj.item) then if hi = hj || equal ni.item i then (link ni nj; nj.height <- max hj (hi+1)) else if hi < hj then link ni nj else link nj ni in p (* Printing *) let print (p: partition) = let buffer = Buffer.create 80 in let print _ node = let link = Printf.sprintf "%s,%d -> %s,%d\n" (Item.to_string node.item) node.height (Item.to_string node.parent.item) node.parent.height in Buffer.add_string buffer link in ItemMap.iter print p; buffer end