ligo/vendors/UnionFind/Partition2.ml

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(** Persistent implementation of the Union/Find algorithm with
height-balanced forests and no path compression. *)
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 =
Root of height
(** The value of [Root h] denotes the root of a tree, that is,
the representative of the associated class. The height [h]
is that of the tree, so a tree reduced to its root alone has
heigh 0. *)
| Link of item * height
(** If not a root, a node is a link to another node. Because the
links are upward, that is, bottom-up, and we seek a purely
functional implementation, we need to uncouple the nodes and
the items here, so the first component of [Link] is an item,
not a node. That is why the type [node] is not recursive,
and called [node], not [tree]: to become a traversable tree,
it needs to be complemented by the type [partition] below to
associate items back to nodes. In order to follow a path
upward in the tree until the root, we start from a link node
giving us the next item, then find the node corresponding to
the item thanks to [partition], and again until we arrive at
the root.
The height component is that of the source of the link, that
is, [h] is the height of the node linking to the node [Link
(j,h)], _not_ of [j], except when [equal i j]. *)
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
let root (item, height) = ItemMap.add item (Root height)
let link (src, height) dst = ItemMap.add src (Link (dst, height))
let rec seek (i: item) (p: partition) : item * height =
match ItemMap.find i p with
Root hi -> i,hi
| Link (j,_) -> seek j p
let repr i p = fst (seek i p)
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 (i: item) (p: partition) =
try seek i p, p with
Not_found -> let n = i,0 in (n, root n 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 equiv (i: item) (j: item) (p: partition) : partition =
let (ri,hi as ni), p = get_or_set i p in
let (rj,hj as nj), p = get_or_set j p in
if equal ri rj
then p
else if hi > hj
then link nj ri p
else link ni rj (if hi < hj then p else root (rj, hj+1) p)
(** The call [alias i j p] results in the same partition as [equiv
i j p], except that [i] is not the representative of its class
in [alias i j p] (whilst it may be in [equiv i j p]).
This property is irrespective of the heights of the
representatives of [i] and [j], that is, of the trees
implementing their classes. If [i] is not a representative of
its class before calling [alias], then the height criteria is
applied (which, without the constraint above, would yield a
height-balanced new tree). *)
let alias (i: item) (j: item) (p: partition) : partition =
let (ri,hi as ni), p = get_or_set i p in
let (rj,hj as nj), p = get_or_set j p in
if equal ri rj
then p
else if hi = hj || equal ri i
then link ni rj @@ root (rj, max hj (hi+1)) p
else if hi < hj then link ni rj p
else link nj ri p
(** {1 Printing} *)
let print (p: partition) =
let buffer = Buffer.create 80 in
let print i node =
let hi, hj, j =
match node with
Root hi -> hi,hi,i
| Link (j,hi) ->
match ItemMap.find j p with
Root hj | Link (_,hj) -> hi,hj,j in
let link =
Printf.sprintf "%s,%d -> %s,%d\n"
(Item.to_string i) hi (Item.to_string j) hj
in Buffer.add_string buffer link
in ItemMap.iter print p; buffer
end