package bitv
Source file bitv.ml
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The interface and part of the code are borrowed from the [Array] module of the OCaml standard library (but things are simplified here since we can always initialize a bit vector). This module also provides bitwise operations. *) (* We represent a bit vector by a string of bytes (field [bits]), and we keep the information of the size of the bit vector (field [length]) since it can not be figured out with the size of the array. *) let[@inline] byte s i = Char.code (Bytes.unsafe_get s i) let set_byte s i x = Bytes.unsafe_set s i (Char.unsafe_chr x) type t = { length : int; bits : Bytes.t } (* invariant: the unused high bits of the last byte are zeros (if any) *) let length v = v.length let[@inline] equal (v1: t) (v2: t) = v1 = v2 let max_length = (* prevent overflow with 32-bit integers on JavaScript *) if max_int lsr 3 < Sys.max_string_length then max_int else Sys.max_string_length * 8 let exceeds_max_length n = let s = n / 8 in (if n mod 8 = 0 then s else s + 1) > Sys.max_string_length let low_mask = Array.init 9 (fun i -> (1 lsl i) - 1) let create n b = if n < 0 || n > max_length then invalid_arg "Bitv.create"; let initv = if b then 255 else 0 in let q = n lsr 3 in let r = n land 7 in if r = 0 then { length = n; bits = Bytes.make q (Char.chr initv) } else begin let s = Bytes.make (q + 1) (Char.chr initv) in set_byte s q (initv land low_mask.(r)); { length = n; bits = s } end let normalize v = let r = v.length land 7 in if r > 0 then let b = v.bits in let s = Bytes.length b in set_byte b (s-1) ((byte b (s-1)) land low_mask.(r)) let copy v = { length = v.length; bits = Bytes.copy v.bits } let unsafe_get v n = let i = n lsr 3 in (byte v.bits i) land (1 lsl (n land 7)) > 0 let get v n = if n < 0 || n >= v.length then invalid_arg "Bitv.get"; unsafe_get v n let unsafe_set v n b = let i = n lsr 3 in let c = byte v.bits i in let mask = 1 lsl (n land 7) in set_byte v.bits i (if b then c lor mask else c land (lnot mask)) let set v n b = if n < 0 || n >= v.length then invalid_arg "Bitv.set"; unsafe_set v n b (* [init] is implemented naively using [unsafe_set]. *) let init n f = let v = create n false in for i = 0 to pred n do unsafe_set v i (f i) done; v let random n = let v = create n false in let b = v.bits in let n = Bytes.length b in for i = 0 to n / 3 - 1 do let j = 3 * i in let bits = Random.bits () in set_byte b j (bits land 0xFF); set_byte b (j+1) ((bits lsr 8) land 0xFF); set_byte b (j+2) ((bits lsr 16) land 0xFF) done; for i = 3 * (n / 3) to n - 1 do set_byte b i (Random.int 256) done; normalize v; v let fill v ofs len b = if ofs < 0 || len < 0 || ofs > v.length - len then invalid_arg "Bitv.fill"; if len > 0 then ( (* incomplete first byte, if any (8-r bits) *) let r = ofs land 7 in let first = if r = 0 then 0 else min len (8-r) in for i = ofs to ofs + first-1 do unsafe_set v i b done; (* full bytes in the middle *) let start = (ofs + first) lsr 3 in let n = (len - first) lsr 3 in let x = Char.chr (if b then 0xFF else 0) in for i = start to start + n - 1 do Bytes.unsafe_set v.bits i x done; (* incomplete last byte, if any *) let s = (len - first) land 7 in if s > 0 then let stop = ofs + len in for i = stop - s to stop - 1 do unsafe_set v i b done ) (* All the iterators are implemented as for traditional arrays, using [unsafe_get]. For [iter] and [map], we do not precompute [(f true)] and [(f false)] since [f] may have side-effects. *) let iter f v = for i = 0 to v.length - 1 do f (unsafe_get v i) done let map f v = let l = v.length in let r = create l false in for i = 0 to l - 1 do unsafe_set r i (f (unsafe_get v i)) done; r let iteri f v = for i = 0 to v.length - 1 do f i (unsafe_get v i) done let mapi f v = let l = v.length in let r = create l false in for i = 0 to l - 1 do unsafe_set r i (f i (unsafe_get v i)) done; r let fold_left f x v = let r = ref x in for i = 0 to v.length - 1 do r := f !r (unsafe_get v i) done; !r let fold_right f v x = let r = ref x in for i = v.length - 1 downto 0 do r := f (unsafe_get v i) !r done; !r let foldi_left f x v = let r = ref x in for i = 0 to v.length - 1 do r := f !r i (unsafe_get v i) done; !r let foldi_right f v x = let r = ref x in for i = v.length - 1 downto 0 do r := f i (unsafe_get v i) !r done; !r (* let iteri_true f v = Bytes.iteri (fun i x -> let x = Char.code x in if x != 0 then begin let i = i lsl 3 in for j = 0 to 7 do if x land (1 lsl j) > 0 then f (i + j) done end) v.bits *) (* slightly more efficient by precomputing NTZ *) let ntz = Array.make 256 0 let () = for i = 0 to 7 do ntz.(1 lsl i) <- i done let ntz8 x = Array.unsafe_get ntz x let iteri_true f v = Bytes.iteri (fun i c -> let i_bpi = i lsl 3 in let rec visit x = if x != 0 then begin let b = x land (-x) in f (i_bpi + ntz8 b); visit (x - b) end in visit (Char.code c)) v.bits (* Population count *) let rec naive_pop x = assert (x < 0x100); if x = 0 then 0 else 1 + naive_pop (x - (x land -x)) let pop8 = Array.init 0x100 naive_pop let pop8 n = Array.unsafe_get pop8 n let pop v = let n = Bytes.length v.bits in let b = v.bits in let rec loop acc i = if i >= n then acc else loop (acc + pop8 (byte b i)) (i + 1) in loop 0 0 (* not better *) (* let pop16 n = pop8 (n land 0xFF) + pop8 (n lsr 8) let pop32 n = pop16 (n land 0xFFFF) + pop16 (n lsr 16) let popi32 n = pop32 (Int32.to_int n land 0xFFFF_FFFF) let pop_fast v = let b = v.bits in let n = Bytes.length b in let q = n lsr 2 in let r = ref 0 in for i = 0 to q - 1 do let i = i lsl 2 in r := !r + popi32 (Bytes.get_int32_ne b i) done; for i = q lsl 2 to n - 1 do r := !r + pop8 (byte b i) done; !r *) (* Bitwise operations. It is straigthforward, since bitwise operations can be realized by the corresponding bitwise operations over integers. However, one has to take care of normalizing the result of [bwnot] which introduces ones in highest significant positions. *) let[@inline always] bw_and_in_place_internal ~dst ~n b1 b2 = for i = 0 to n - 1 do set_byte dst i ((byte b1 i) land (byte b2 i)) done let bw_and_in_place ~dst v1 v2 = let l = v1.length in if l <> v2.length || l <> dst.length then invalid_arg "Bitv.bw_and_in_place"; let b1 = v1.bits and b2 = v2.bits in let n = Bytes.length b1 in bw_and_in_place_internal ~dst:dst.bits ~n b1 b2 let bw_and v1 v2 = let l = v1.length in if l <> v2.length then invalid_arg "Bitv.bw_and"; let b1 = v1.bits and b2 = v2.bits in let n = Bytes.length b1 in let a = Bytes.make n (Char.chr 0) in bw_and_in_place_internal ~dst:a ~n b1 b2; { length = l; bits = a } let[@inline always] bw_or_in_place_internal ~dst ~n b1 b2 = for i = 0 to n - 1 do set_byte dst i ((byte b1 i) lor (byte b2 i)) done let bw_or_in_place ~dst v1 v2 = let l = v1.length in if l <> v2.length || l <> dst.length then invalid_arg "Bitv.bw_or_in_place"; let b1 = v1.bits and b2 = v2.bits in let n = Bytes.length b1 in bw_or_in_place_internal ~dst:dst.bits ~n b1 b2 let bw_or v1 v2 = let l = v1.length in if l <> v2.length then invalid_arg "Bitv.bw_or"; let b1 = v1.bits and b2 = v2.bits in let n = Bytes.length b1 in let a = Bytes.make n (Char.chr 0) in bw_or_in_place_internal ~dst:a ~n b1 b2; { length = l; bits = a } let[@inline always] bw_xor_in_place_internal ~dst ~n b1 b2 = for i = 0 to n - 1 do set_byte dst i ((byte b1 i) lxor (byte b2 i)) done let bw_xor_in_place ~dst v1 v2 = let l = v1.length in if l <> v2.length || l <> dst.length then invalid_arg "Bitv.bw_xor_in_place"; let b1 = v1.bits and b2 = v2.bits in let n = Bytes.length b1 in bw_xor_in_place_internal ~dst:dst.bits ~n b1 b2 let bw_xor v1 v2 = let l = v1.length in if l <> v2.length then invalid_arg "Bitv.bw_xor"; let b1 = v1.bits and b2 = v2.bits in let n = Bytes.length b1 in let a = Bytes.make n (Char.chr 0) in bw_xor_in_place_internal ~dst:a ~n b1 b2; { length = l; bits = a } let[@inline always] bw_not_in_place_internal ~dst ~n b = let a = dst.bits in for i = 0 to n - 1 do set_byte a i (255 land (lnot (byte b i))) done; normalize dst let bw_not_in_place ~dst v = let l = v.length in if l <> dst.length then invalid_arg "Bitv.bw_not_in_place"; let b = v.bits in let n = Bytes.length b in bw_not_in_place_internal ~dst ~n b let bw_not v = let b = v.bits in let n = Bytes.length b in let a = Bytes.make n (Char.chr 0) in let dst = { length = v.length; bits = a } in bw_not_in_place_internal ~dst ~n b; dst (* Coercions to/from lists of integers *) let of_list l = let n = 1 + List.fold_left max (-1) l in if n < 0 || n > max_length then invalid_arg "Bitv.of_list"; let b = create n false in let add_element i = (* negative numbers are invalid *) if i < 0 then invalid_arg "Bitv.of_list"; unsafe_set b i true in List.iter add_element l; b let of_list_with_length l len = if len < 0 || len > max_length then invalid_arg "Bitv.of_list_with_length"; let b = create len false in let add_element i = if i < 0 || i >= len then invalid_arg "Bitv.of_list_with_length"; unsafe_set b i true in List.iter add_element l; b let to_list b = let n = length b in let rec make i acc = if i < 0 then acc else make (pred i) (if unsafe_get b i then i :: acc else acc) in make (pred n) [] let[@inline] pos n = n lsr 3, n land 7 let unsafe_getb b n = let i = n lsr 3 in (byte b i) land (1 lsl (n land 7)) > 0 let unsafe_setb b n v = let i = n lsr 3 in let c = byte b i in let mask = 1 lsl (n land 7) in set_byte b i (if v then c lor mask else c land (lnot mask)) (* Copies v1[ofs1..ofs1+len[ into v2[ofs2..ofs2+len[ *) let unsafe_blit b1 ofs1 b2 ofs2 len = if len > 0 then if ofs1 land 7 = 0 && ofs2 land 7 = 0 && len land 7 = 0 then Bytes.blit b1 (ofs1 lsr 3) b2 (ofs2 lsr 3) (len lsr 3) else for i = 0 to len - 1 do unsafe_setb b2 (ofs2 + i) (unsafe_getb b1 (ofs1 + i)) done (* TODO: improve in other cases when bytes can be batch-copied *) let blit v1 ofs1 v2 ofs2 len = if len < 0 || ofs1 < 0 || ofs1 > v1.length - len || ofs2 < 0 || ofs2 > v2.length - len then invalid_arg "Bitv.blit"; unsafe_blit v1.bits ofs1 v2.bits ofs2 len let sub v ofs len = if ofs < 0 || len < 0 || ofs > v.length - len then invalid_arg "Bitv.sub"; let r = create len false in unsafe_blit v.bits ofs r.bits 0 len; r let append v1 v2 = let l1 = v1.length and l2 = v2.length in let r = create (l1 + l2) false in let b1 = v1.bits in let b = r.bits in Bytes.blit b1 0 b 0 (Bytes.length b1); unsafe_blit v2.bits 0 b l1 l2; r let concat vl = let size = List.fold_left (fun sz v -> sz + v.length) 0 vl in let res = create size false in let b = res.bits in let pos = ref 0 in List.iter (fun v -> let n = v.length in unsafe_blit v.bits 0 b !pos n; pos := !pos + n) vl; res (* Testing for all zeros and all ones. *) let all_zeros v = let b = v.bits in let n = Bytes.length b in let rec test i = i == n || (byte b i == 0) && test (succ i) in test 0 let all_ones v = let b = v.bits in let n = Bytes.length b in let rec test i = if i == n - 1 then let m = v.length land 7 in byte b i == if m == 0 then 0xFF else low_mask.(m) else byte b i == 0xFF && test (succ i) in n = 0 || test 0 (* Shift operations. It is easy to reuse [unsafe_blit], although it is probably slightly less efficient than a ad-hoc piece of code. *) let rec shiftl v d = if d == 0 then copy v else if d < 0 then shiftr v (-d) else begin let n = v.length in let r = create n false in if d < n then unsafe_blit v.bits 0 r.bits d (n - d); r end and shiftr v d = if d == 0 then copy v else if d < 0 then shiftl v (-d) else begin let n = v.length in let r = create n false in if d < n then unsafe_blit v.bits d r.bits 0 (n - d); r end (* Rotate operations. It is easy to reuse [unsafe_blit], although it is probably slightly less efficient than an ad-hoc piece of code. *) let rec rotatel v d = if d < 0 then rotater v (-d) else let n = v.length in if d == 0 || n == 0 then copy v else begin let d = d mod n in let r = create n false in unsafe_blit v.bits 0 r.bits d (n - d); (* shiftl *) unsafe_blit v.bits (n - d) r.bits 0 d; (* wraparound ms to ls *) r end and rotater v d = if d < 0 then rotatel v (-d) else let n = v.length in if d == 0 || n == 0 then copy v else begin let d = d mod n in let r = create n false in unsafe_blit v.bits d r.bits 0 (n - d); (* shiftr *) unsafe_blit v.bits 0 r.bits (n - d) d; (* wraparound ls to ms *) r end (* Iteration on all bit vectors of length [n] using a Gray code. *) let first_set v n = let rec lookup i = if i = n then raise Not_found ; if unsafe_get v i then i else lookup (i + 1) in lookup 0 let gray_iter f n = let bv = create n false in let rec iter () = f bv; unsafe_set bv 0 (not (unsafe_get bv 0)); f bv; let pos = succ (first_set bv n) in if pos < n then begin unsafe_set bv pos (not (unsafe_get bv pos)); iter () end in if n > 0 then iter () module S(I : sig val least_first : bool end) = struct let to_string v = let n = v.length in let s = Bytes.make n '0' in for i = 0 to n - 1 do if unsafe_get v i then Bytes.set s (if I.least_first then i else n-1-i) '1' done; Bytes.unsafe_to_string s let print fmt v = Format.pp_print_string fmt (to_string v) let of_string s = let n = String.length s in let v = create n false in for i = 0 to n - 1 do let c = String.unsafe_get s i in if c = '1' then unsafe_set v (if I.least_first then i else n-1-i) true else if c <> '0' then invalid_arg "Bitv.of_string" done; v end module L = S(struct let least_first = true end) module M = S(struct let least_first = false end) let tanimoto v1 v2 = let l = v1.length in if l <> v2.length then invalid_arg "Bitv.tanimoto"; let a = pop v1 in let b = pop v2 in let c = pop (bw_and v1 v2) in (float c) /. (float (a + b - c)) (* Input/output in a machine-independent format. *) let bytes_of_int x = Bytes.init 8 (fun i -> Char.chr ((x lsr (8 * i)) land 0xFF)) let int_of_bytes b = assert (Bytes.length b = 8); let rec build x i = if i < 0 then x else build ((x lsl 8) lor Char.code (Bytes.get b i)) (pred i) in build 0 7 let nb_of_bytes len = len lsr 3 + if len land 7 = 0 then 0 else 1 let to_bin write v = bytes_of_int v.length |> Bytes.iter write; Bytes.iter write v.bits let output_bin out_ch v = let write = output_char out_ch in to_bin write v let to_bytes t = let buf = Buffer.create 0 in let write x = Buffer.add_char buf x in to_bin write t; Buffer.to_bytes buf let of_bin read = let len = Bytes.init 8 (fun _ -> read ()) |> int_of_bytes in let v = create len false in let b = v.bits in for i = 0 to Bytes.length b - 1 do Bytes.unsafe_set b i (read ()) done; v let input_bin in_ch = let read () = input_char in_ch in of_bin read let of_bytes b = let read = let p = ref 0 in fun () -> let ret = Bytes.get b !p in incr p; ret in of_bin read (*s To/from integers. *) let of_int_gen len getbyte getbit = let v = create len false in for i = 0 to (len lsr 3) - 1 do set_byte v.bits i (getbyte i) done; for i = len land (lnot 7) to len - 1 do unsafe_set v i (getbit i) done; v let getbyte x i = (x lsr (8*i)) land 0xFF let getbit x i = (x lsr i) land 1 > 0 let of_int_us x = of_int_gen (Sys.int_size - 1) (getbyte x) (getbit x) let of_int_s x = of_int_gen Sys.int_size (getbyte x) (getbit x) let to_int_gen zero shiftor v = let x = ref zero in Bytes.iteri (fun i c -> x := shiftor !x (Char.code c) (8*i)) v.bits; !x let shiftor x b i = x lor (b lsl i) let to_int_us v = (* if v.length < Sys.int_size - 1 then invalid_arg "Bitv.to_int_us"; *) to_int_gen 0 shiftor v let to_int_s v = (* if v.length < Sys.int_size then invalid_arg "Bitv.to_int_s"; *) to_int_gen 0 shiftor v let getbyte32 x i = Int32.to_int (Int32.logand (Int32.shift_right x (8*i)) 0xFFl) let getbit32 x i = Int32.logand (Int32.shift_right x i) 1l > 0l let of_int32_us x = of_int_gen 31 (getbyte32 x) (getbit32 x) let of_int32_s x = of_int_gen 32 (getbyte32 x) (getbit32 x) let shiftor32 x b i = Int32.logor x (Int32.shift_left (Int32.of_int b) i) let to_int32_us v = to_int_gen 0l shiftor32 v let to_int32_s v = to_int_gen 0l shiftor32 v let getbyte64 x i = Int64.to_int (Int64.logand (Int64.shift_right x (8*i)) 0xFFL) let getbit64 x i = Int64.logand (Int64.shift_right x i) 1L > 0L let of_int64_us x = of_int_gen 63 (getbyte64 x) (getbit64 x) let of_int64_s x = of_int_gen 64 (getbyte64 x) (getbit64 x) let shiftor64 x b i = Int64.logor x (Int64.shift_left (Int64.of_int b) i) let to_int64_us v = to_int_gen 0L shiftor64 v let to_int64_s v = to_int_gen 0L shiftor64 v (* [Nativeint] *) let select_of f32 f64 = match Sys.word_size with | 32 -> (fun i -> f32 (Nativeint.to_int32 i)) | 64 -> (fun i -> f64 (Int64.of_nativeint i)) | _ -> assert false let of_nativeint_s = select_of of_int32_s of_int64_s let of_nativeint_us = select_of of_int32_us of_int64_us let select_to f32 f64 = match Sys.word_size with | 32 -> (fun i -> Nativeint.of_int32 (f32 i)) | 64 -> (fun i -> Int64.to_nativeint (f64 i)) | _ -> assert false let to_nativeint_s = select_to to_int32_s to_int64_s let to_nativeint_us = select_to to_int32_us to_int64_us