Source file histo.ml

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(* gsl-ocaml - OCaml interface to GSL                       *)
(* Copyright (©) 2002-2012 - Olivier Andrieu                *)
(* Distributed under the terms of the GPL version 3         *)

let () = Error.init ()

(** Histograms *)

type t = { n : int; range : float array; bin : float array }
(** The histogram type *)

let check h =
  h.n > 0 && Array.length h.range = succ h.n && Array.length h.bin = h.n

(** {3 Allocating histograms} *)

let make n = { n; range = Array.make (succ n) 0.; bin = Array.make n 0. }
let copy h = { n = h.n; range = Array.copy h.range; bin = Array.copy h.bin }

external set_ranges : t -> float array -> unit = "ml_gsl_histogram_set_ranges"

external set_ranges_uniform : t -> xmin:float -> xmax:float -> unit
  = "ml_gsl_histogram_set_ranges_uniform"

(** {3 Updating and accessing histogram elements} *)

external accumulate : t -> ?w:float -> float -> unit
  = "ml_gsl_histogram_accumulate"

let get h i = h.bin.(i)
let get_range h i = (h.range.(i), h.range.(succ i))
let h_max h = h.range.(h.n)
let h_min h = h.range.(0)
let bins h = h.n
let reset h = Array.fill h.bin 0 h.n 0.

(** {3 Searching histogram ranges} *)

external find : t -> float -> int = "ml_gsl_histogram_find"

(** {3 Histograms statistics} *)

external max_val : t -> float = "ml_gsl_histogram_max_val"
external max_bin : t -> int = "ml_gsl_histogram_max_bin"
external min_val : t -> float = "ml_gsl_histogram_min_val"
external min_bin : t -> int = "ml_gsl_histogram_min_bin"
external mean : t -> float = "ml_gsl_histogram_mean"
external sigma : t -> float = "ml_gsl_histogram_sigma"
external sum : t -> float = "ml_gsl_histogram_sum"

(** {3 Histogram operations} *)

external equal_bins_p : t -> t -> bool = "ml_gsl_histogram_equal_bins_p"
external add : t -> t -> unit = "ml_gsl_histogram_add"
external sub : t -> t -> unit = "ml_gsl_histogram_sub"
external mul : t -> t -> unit = "ml_gsl_histogram_mul"
external div : t -> t -> unit = "ml_gsl_histogram_div"
external scale : t -> float -> unit = "ml_gsl_histogram_scale"
external shift : t -> float -> unit = "ml_gsl_histogram_shift"

(** {3 Resampling} *)

type histo_pdf = { pdf_n : int; pdf_range : float array; pdf_sum : float array }

external _init : histo_pdf -> t -> unit = "ml_gsl_histogram_pdf_init"

let init h =
  let p =
    { pdf_n = h.n; pdf_range = Array.copy h.range; pdf_sum = Array.copy h.bin }
  in
  _init p h;
  p

external sample : histo_pdf -> float -> float = "ml_gsl_histogram_pdf_sample"