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https://github.com/c-cube/ocaml-containers.git
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refactor(flat_tbl): use only one array of slots + inline record
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1 changed files with 107 additions and 154 deletions
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@ -71,120 +71,91 @@ module Make(H : Hashtbl.HashedType) = struct
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additional pointer anyway. *)
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type 'a slot =
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| Empty
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| Used of key * 'a
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| Used of {
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k: key;
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mutable v: 'a;
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hash: int;
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mutable dib: int; (* DIB: distance to initial bucket *)
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}
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let max_load = 0.8
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let probe_dist_n_bits = 7 (* store probe distance on <n> bits *)
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let max_load = 0.92
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type 'a t = {
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mutable meta: int array;
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(* [hash | probe_distance[0..10] | present[1]]
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for key at index [i] *)
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mutable slots: 'a slot array; (* slot for index [i] *)
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mutable size : int;
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(* TODO: [max_dist: int], so we can stop loopup early? *)
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mutable max_dib : int;
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}
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let create size : _ t =
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let size = max 8 size in
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{ slots = Array.make size Empty;
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meta = Array.make size 0;
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size = 0;
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max_dib = 0;
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}
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let copy self =
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{ slots = Array.copy self.slots;
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meta = Array.copy self.meta;
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size = self.size;
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max_dib = self.max_dib;
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}
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(** clear the table, by resetting all states to Empty *)
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let clear self =
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let {slots; meta; size=_} = self in
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let {slots; max_dib=_; size=_} = self in
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Array.fill slots 0 (Array.length slots) Empty;
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Array.fill meta 0 (Array.length meta ) 0;
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self.max_dib <- 0;
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self.size <- 0
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(* Index of slot, for i-th probing starting from hash [h] in
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a table of length [n] *)
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let[@inline] addr_ h n dist = (h + dist) mod n
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(* normalize h by removing bits that will not fit in storage *)
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let[@inline] normalize_hash_ h : int =
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(h lsl (1+probe_dist_n_bits)) lsr (1+probe_dist_n_bits)
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(** [mk_meta_ hash dist] make new metadata *)
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let mk_meta_ h dist : int =
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let dist_mask = (1 lsl probe_dist_n_bits)-1 in
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let dist = dist land dist_mask in
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(* LSB=1 to indicate presence *)
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(((h lsl probe_dist_n_bits) lor dist) lsl 1) lor 1
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(* hash of metadata (truncated) *)
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let[@inline] hash_of_meta_ m : int =
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m lsr (probe_dist_n_bits+1)
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(* probe distance of metadata (truncated) *)
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let[@inline] dist_of_meta_ m : int =
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(m lsr 1) land ((1 lsl probe_dist_n_bits)-1)
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(* presence bit of metadata *)
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let[@inline] presence_meta_ m : bool =
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(m land 1) == 1
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a table of length [n].
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Note: we make sure the [h+dist] part is positive first,
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and we do not use [abs] since it can be negative on [min_int]. *)
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let[@inline] addr_ h n dist =
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((h + dist) land max_int) mod n
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(* Insert [k -> v] in [self], starting with the hash [h].
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Does not modify the size. *)
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let insert_ (self:_ t) h k v : unit =
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let {slots; meta; size=_} = self in
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let {slots; max_dib=_; size=_} = self in
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let n = Array.length slots in
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assert (n=Array.length meta);
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(* lookup an empty slot to insert the key->value in. *)
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let rec insert_rec_ h k v dist =
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let j = addr_ h n dist in
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let rec insert_rec_ h k v dib =
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let j = addr_ h n dib in
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let m_j = Array.unsafe_get meta j in
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let dist_j = dist_of_meta_ m_j in
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let hash_j = hash_of_meta_ m_j in
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match Array.unsafe_get slots j with
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| Empty ->
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Array.unsafe_set slots j (Used {k; v; hash=h; dib});
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self.max_dib <- max dib self.max_dib
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| Used used_j ->
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if used_j.hash = h && H.equal k used_j.k then (
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(* same key: replace *)
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used_j.v <- v;
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used_j.dib <- dib;
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self.max_dib <- max dib self.max_dib;
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if not (presence_meta_ m_j) then (
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(* empty slot *)
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let m = mk_meta_ h dist in
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meta.(j) <- m;
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slots.(j) <- Used (k, v);
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) else if h <> hash_j && dist_j >= dist then (
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(* different slot and hash (hence, key): try next slot *)
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insert_rec_ h k v (dist+1)
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) else (
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let k_j, v_j =
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match Array.unsafe_get slots j with
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| Empty -> assert false
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| Used (k,v) -> k, v
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in
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) else if used_j.dib < dib then (
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(* displace element*)
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let k_j = used_j.k in
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let v_j = used_j.v in
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let h_j = used_j.hash in
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let dib_j = used_j.dib in
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if H.equal k k_j then (
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(* replace slot, same key *)
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slots.(j) <- Used (k, v);
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) else if dist_j < dist then (
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(* displace this element *)
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Array.unsafe_set slots j (Used {k;v;hash=h;dib});
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self.max_dib <- max dib self.max_dib;
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let m = mk_meta_ h dist in
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meta.(j) <- m;
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slots.(j) <- Used (k, v);
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insert_rec_ hash_j k_j v_j dist_j
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insert_rec_ h_j k_j v_j dib_j
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) else (
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(* try next slot *)
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insert_rec_ h k v (dist+1)
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(* look further *)
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insert_rec_ h k v (dib+1)
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)
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)
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in
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insert_rec_ h k v 0
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(* Resize the array, by inserting its content into twice as large an array *)
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let resize (self:_ t) : unit =
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let {slots=old_slots; meta=old_meta; size=_} = self in
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let {slots=old_slots; max_dib=_; size=_} = self in
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let new_size =
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let n = Array.length old_slots in
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@ -194,61 +165,56 @@ module Make(H : Hashtbl.HashedType) = struct
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if new_size <= Array.length old_slots then failwith "flat_tbl: cannot resize further";
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self.slots <- Array.make new_size Empty;
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self.meta <- Array.make new_size 0;
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self.max_dib <- 0;
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(* insert elements into new table *)
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Array.iteri
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(fun i slot -> match slot with
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Array.iter
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(fun slot -> match slot with
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| Empty -> ()
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| Used (k,v) ->
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let m = Array.unsafe_get old_meta i in
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let h = hash_of_meta_ m in
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insert_ self h k v)
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| Used {k; v; hash; _} ->
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insert_ self hash k v)
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old_slots;
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()
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(* Lookup [key] in the table *)
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let find_opt self k =
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let {slots; meta; size=_} = self in
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let {slots; max_dib; size=_} = self in
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let n = Array.length slots in
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let h = normalize_hash_ (H.hash k) in
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let slots = self.slots in
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let[@unroll 2] rec find_rec_ dist =
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assert (dist < n); (* load factor would be 1 *)
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let j = addr_ h n dist in
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let h = H.hash k in
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let m_j = Array.unsafe_get meta j in
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if not (presence_meta_ m_j) then (
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None (* met empty slot *)
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) else (
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(* TODO: if we store max_probe_dist, use this for early
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termination
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let dist_j = dist_of_meta_ m_j in
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if dist_j > max_probe_dist then raise Not_found
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*)
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let h_j = hash_of_meta_ m_j in
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if h <> h_j then (
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(* different hash *)
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find_rec_ (dist+1)
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let rec find_rec_ dib =
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(*assert (dist < n); (* load factor would be 1 *)*)
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let j = addr_ h n dib in
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match Array.unsafe_get slots j with
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| Empty -> None
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| Used used_j ->
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if used_j.hash = h && H.equal used_j.k k then (
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Some used_j.v (* found *)
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) else if dib >= max_dib then (
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None (* no need to go further *)
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) else (
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(* unroll by hand *)
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let dib = dib+1 in
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let j = addr_ h n dib in
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match Array.unsafe_get slots j with
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| Used (k2, v) ->
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if H.equal k k2 then Some v
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else (
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(* different key *)
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find_rec_ (dist+1)
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| Empty -> None
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| Used used_j ->
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if used_j.hash = h && H.equal used_j.k k then (
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Some used_j.v (* found *)
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) else if dib >= max_dib then (
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None (* no need to go further *)
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) else (
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find_rec_ (dib+1)
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)
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| Empty -> assert false
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)
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)
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in
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(* try a direct hit first *)
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begin match Array.unsafe_get slots (addr_ h n 0) with
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| Empty -> None
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| Used (k2, v) when H.equal k k2 -> Some v
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| Used {k=k2; v; hash; _} when h = hash && H.equal k k2 -> Some v
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| _ -> find_rec_ 1
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end
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@ -265,7 +231,7 @@ module Make(H : Hashtbl.HashedType) = struct
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resize self;
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);
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let h = normalize_hash_ (H.hash k) in
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let h = H.hash k in
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self.size <- 1 + self.size;
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insert_ self h k v
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@ -273,59 +239,47 @@ module Make(H : Hashtbl.HashedType) = struct
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(see https://codecapsule.com/2013/11/17/robin-hood-hashing-backward-shift-deletion/ )
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to keep probe_distance low, instead of using tombstones. *)
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let remove self k : unit =
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let {slots; meta; size=_} = self in
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let {slots; max_dib=_; size=_} = self in
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let n = Array.length slots in
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let h = normalize_hash_ (H.hash k) in
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let h = H.hash k in
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(* given that [i] is empty, and [i_succ = (i+1) mod n],
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see if we can shift the element at [i_succ] to the left
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to decrease its probe count. *)
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let rec backward_shift_ i i_succ : unit =
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let m = Array.unsafe_get meta i_succ in
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if presence_meta_ m then (
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let dist = dist_of_meta_ m in
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if dist > 0 then (
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let slot = Array.unsafe_get slots i_succ in
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assert (slot != Empty);
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match Array.unsafe_get slots i_succ with
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| Empty -> ()
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let m = mk_meta_ (hash_of_meta_ m) (dist-1) in
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meta.(i) <- m;
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slots.(i) <- slot;
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meta.(i_succ) <- 0; (* cleanup i_succ *)
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slots.(i_succ) <- Empty;
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| Used used as slot when used.dib > 0 ->
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(* shift to the left, decreasing DIB by one *)
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Array.unsafe_set slots i slot;
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used.dib <- used.dib - 1;
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Array.unsafe_set slots i_succ Empty;
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backward_shift_ i_succ ((i_succ + 1) mod n)
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)
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)
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| Used _ -> ()
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in
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let rec find_rec_ dist =
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assert (dist<n);
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let rec find_rec_ dib =
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assert (dib<n);
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let j = addr_ h n dist in
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let m_j = Array.unsafe_get meta j in
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let hash_j = hash_of_meta_ m_j in
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let j = addr_ h n dib in
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begin match Array.unsafe_get slots j with
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| Empty -> ()
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| _ when dib > self.max_dib -> ()
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| Used used_j ->
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if h = used_j.hash && H.equal k used_j.k then (
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(* found element, remove it *)
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Array.unsafe_set slots j Empty;
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self.size <- self.size - 1;
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if not (presence_meta_ m_j) then () (* early exit, key not present *)
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else if h <> hash_j then (
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find_rec_ (dist+1) (* go further *)
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) else (
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let k_j = match Array.unsafe_get slots j with
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| Empty -> assert false
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| Used (k, _) -> k
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in
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backward_shift_ j ((j+1) mod n); (* shift slots that come just next *)
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if H.equal k k_j then (
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(* found element, remove it *)
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slots.(j) <- Empty;
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meta.(j) <- 0;
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self.size <- self.size - 1;
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backward_shift_ j ((j+1) mod n); (* shift slots that come just next *)
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) else (
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find_rec_ (dist+1)
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)
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)
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) else (
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find_rec_ (dib+1)
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)
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end
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in
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if self.size > 0 then (
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@ -343,19 +297,18 @@ module Make(H : Hashtbl.HashedType) = struct
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(* Iterate on key -> value pairs *)
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let iter f self =
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let slots = self.slots in
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for i = 0 to Array.length slots - 1 do
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match Array.unsafe_get slots i with
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| Used (k, v) -> f k v
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| _ -> ()
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done
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Array.iter
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(function
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| Used {k; v; _} -> f k v
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| Empty -> ())
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self.slots
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(* Fold on key -> value pairs *)
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let fold f self acc =
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Array.fold_left
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(fun acc sl -> match sl with
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| Empty -> acc
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| Used (k,v) -> f k v acc)
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| Used {k;v;_} -> f k v acc)
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acc self.slots
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let to_iter t yield =
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