org-mode-mirror/lisp/org-plot.el

;;; org-plot.el --- Support for Plotting from Org -*- lexical-binding: t; -*-

;; Copyright (C) 2008-2022 Free Software Foundation, Inc.
;;
;; Author: Eric Schulte <schulte dot eric at gmail dot com>
;; Maintainer: TEC <tecosaur@gmail.com>
;; Keywords: tables, plotting
;; Homepage: https://orgmode.org
;;
;; This file is part of GNU Emacs.
;;
;; GNU Emacs is free software: you can redistribute it and/or modify
;; it under the terms of the GNU General Public License as published by
;; the Free Software Foundation, either version 3 of the License, or
;; (at your option) any later version.

;; GNU Emacs is distributed in the hope that it will be useful,
;; but WITHOUT ANY WARRANTY; without even the implied warranty of
;; MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
;; GNU General Public License for more details.

;; You should have received a copy of the GNU General Public License
;; along with GNU Emacs.  If not, see <https://www.gnu.org/licenses/>.

;;; Commentary:

;; Borrows ideas and a couple of lines of code from org-exp.el.

;; Thanks to the Org mailing list for testing and implementation and
;; feature suggestions

;;; Code:

(require 'cl-lib)
(require 'org)
(require 'org-table)

(declare-function gnuplot-delchar-or-maybe-eof "ext:gnuplot" (arg))
(declare-function gnuplot-mode "ext:gnuplot" ())
(declare-function gnuplot-send-buffer-to-gnuplot "ext:gnuplot" ())

(defvar org-plot/gnuplot-default-options
  '((:plot-type . 2d)
    (:with . lines)
    (:ind . 0))
  "Default options to gnuplot used by `org-plot/gnuplot'.")

(defvar org-plot-timestamp-fmt nil)

(defun org-plot/add-options-to-plist (p options)
  "Parse an OPTIONS line and set values in the property list P.
Returns the resulting property list."
  (when options
    (let ((op '(("type"      . :plot-type)
		("script"    . :script)
		("line"      . :line)
		("set"       . :set)
		("title"     . :title)
		("ind"       . :ind)
		("deps"      . :deps)
		("with"      . :with)
		("file"      . :file)
		("labels"    . :labels)
		("map"       . :map)
		("timeind"   . :timeind)
		("timefmt"   . :timefmt)
		("min"       . :ymin)
		("ymin"      . :ymin)
		("max"       . :ymax)
		("ymax"      . :ymax)
		("xmin"      . :xmin)
		("xmax"      . :xmax)
		("ticks"     . :ticks)
		("trans"     . :transpose)
		("transpose" . :transpose)))
	  (multiples '("set" "line"))
	  (regexp ":\\([\"][^\"]+?[\"]\\|[(][^)]+?[)]\\|[^ \t\n\r;,.]*\\)")
	  (start 0))
      (dolist (o op)
	(if (member (car o) multiples) ;; keys with multiple values
	    (while (string-match
		    (concat (regexp-quote (car o)) regexp)
		    options start)
	      (setq start (match-end 0))
	      (setq p (plist-put p (cdr o)
				 (cons (car (read-from-string
					     (match-string 1 options)))
				       (plist-get p (cdr o)))))
	      p)
	  (if (string-match (concat (regexp-quote (car o)) regexp)
			    options)
	      (setq p (plist-put p (cdr o)
				 (car (read-from-string
				       (match-string 1 options))))))))))
  p)

(defun org-plot/goto-nearest-table ()
  "Move the point forward to the beginning of nearest table.
Return value is the point at the beginning of the table."
  (interactive) (move-beginning-of-line 1)
  (while (not (or (org-at-table-p) (< 0 (forward-line 1)))))
  (goto-char (org-table-begin)))

(defun org-plot/collect-options (&optional params)
  "Collect options from an org-plot `#+Plot:' line.
Accepts an optional property list PARAMS, to which the options
will be added.  Returns the resulting property list."
  (interactive)
  (let ((line (thing-at-point 'line)))
    (if (string-match "#\\+PLOT: +\\(.*\\)$" line)
	(org-plot/add-options-to-plist params (match-string 1 line))
      params)))

(defun org-plot-quote-timestamp-field (s)
  "Convert field S from timestamp to Unix time and export to gnuplot."
  (format-time-string org-plot-timestamp-fmt (org-time-string-to-time s)))

(defun org-plot-quote-tsv-field (s)
  "Quote field S for export to gnuplot."
  (if (string-match org-table-number-regexp s) s
    (if (string-match org-ts-regexp3 s)
	(org-plot-quote-timestamp-field s)
      (concat "\"" (mapconcat 'identity (split-string s "\"") "\"\"") "\""))))

(defun org-plot/gnuplot-to-data (table data-file params)
  "Export TABLE to DATA-FILE in a format readable by gnuplot.
Pass PARAMS through to `orgtbl-to-generic' when exporting TABLE."
  (with-temp-file
      data-file
    (setq-local org-plot-timestamp-fmt (or
					(plist-get params :timefmt)
					"%Y-%m-%d-%H:%M:%S"))
    (insert (orgtbl-to-generic
	     table
	     (org-combine-plists
	      '(:sep "\t" :fmt org-plot-quote-tsv-field)
	      params))))
  nil)

(defun org-plot/gnuplot-to-grid-data (table data-file params)
  "Export the data in TABLE to DATA-FILE for gnuplot.
This means in a format appropriate for grid plotting by gnuplot.
PARAMS specifies which columns of TABLE should be plotted as independent
and dependent variables."
  (interactive)
  (let* ((ind (- (plist-get params :ind) 1))
	 (deps (if (plist-member params :deps)
		   (mapcar (lambda (val) (- val 1)) (plist-get params :deps))
		 (let (collector)
		   (dotimes (col (length (nth 0 table)))
		     (setf collector (cons col collector)))
		   collector)))
	 (counter 0)
	 row-vals)
    (when (>= ind 0) ;; collect values of ind col
      (setf row-vals (mapcar (lambda (row) (setf counter (+ 1 counter))
			       (cons counter (nth ind row)))
			     table)))
    (when (or deps (>= ind 0)) ;; remove non-plotting columns
      (setf deps (delq ind deps))
      (setf table (mapcar (lambda (row)
			    (dotimes (col (length row))
			      (unless (memq col deps)
				(setf (nth col row) nil)))
			    (delq nil row))
			  table)))
    ;; write table to gnuplot grid datafile format
    (with-temp-file data-file
      (let ((num-rows (length table)) (num-cols (length (nth 0 table)))
	    (gnuplot-row (lambda (col row value)
			   (setf col (+ 1 col)) (setf row (+ 1 row))
			   (format "%f  %f  %f\n%f  %f  %f\n"
				   col (- row 0.5) value ;; lower edge
				   col (+ row 0.5) value))) ;; upper edge
	    front-edge back-edge)
	(dotimes (col num-cols)
	  (dotimes (row num-rows)
	    (setf back-edge
		  (concat back-edge
			  (funcall gnuplot-row (- col 1) row
				   (string-to-number (nth col (nth row table))))))
	    (setf front-edge
		  (concat front-edge
			  (funcall gnuplot-row col row
				   (string-to-number (nth col (nth row table)))))))
	  ;; only insert once per row
	  (insert back-edge) (insert "\n") ;; back edge
	  (insert front-edge) (insert "\n") ;; front edge
	  (setf back-edge "") (setf front-edge ""))))
    row-vals))

(defun org--plot/values-stats (nums &optional hard-min hard-max)
  "Rudimentary statistics about NUMS, useful for guessing axis ticks.
If HARD-MIN or HARD-MAX are set, they will be used instead of the min/max
of the NUMS."
  (let* ((minimum (or hard-min (apply #'min nums)))
	 (maximum (or hard-max (apply #'max nums)))
	 (range (- maximum minimum))
	 (rangeOrder (if (= range 0) 0
		       (ceiling (- 1 (log range 10)))))
	 (range-factor (expt 10 rangeOrder))
	 (nice-min (if (= range 0) (car nums)
		     (/ (float (floor (* minimum range-factor))) range-factor)))
	 (nice-max (if (= range 0) (car nums)
		     (/ (float (ceiling (* maximum range-factor))) range-factor))))
    `(:min ,minimum :max ,maximum :range ,range
           :range-factor ,range-factor
           :nice-min ,nice-min :nice-max ,nice-max :nice-range ,(- nice-max nice-min))))

(defun org--plot/sensible-tick-num (table &optional hard-min hard-max)
  "From a the values in a TABLE of data, guess an appropriate number of ticks.
If HARD-MIN and HARD-MAX can be used to fix the ends of the axis."
  (let* ((row-data
	  (mapcar (lambda (row) (org--plot/values-stats
			         (mapcar #'string-to-number (cdr row))
			         hard-min
			         hard-max)) table))
	 (row-normalised-ranges (mapcar (lambda (r-data)
					  (let ((val (round (*
							     (plist-get r-data :range-factor)
							     (plist-get r-data :nice-range)))))
					    (if (= (% val 10) 0) (/ val 10) val)))
					row-data))
	 (range-prime-decomposition (mapcar #'org--plot/prime-factors row-normalised-ranges))
	 (weighted-factors (sort (apply #'org--plot/merge-alists #'+ 0
					(mapcar (lambda (factors) (org--plot/item-frequencies factors t))
						range-prime-decomposition))
				 (lambda (a b) (> (cdr a) (cdr b))))))
    (apply #'* (org--plot/nice-frequency-pick weighted-factors))))

(defun org--plot/nice-frequency-pick (frequencies)
  "From a list of FREQUENCIES, try to sensibly pick a sample of the most frequent."
  ;; TODO this mosly works decently, but could do with some tweaking to work more consistently.
  (cl-case (length frequencies)
    (1 (list (car (nth 0 frequencies))))
    (2 (if (<= 3 (/ (cdr (nth 0 frequencies))
		    (cdr (nth 1 frequencies))))
	   (make-list 2
		      (car (nth 0 frequencies)))
	 (list (car (nth 0 frequencies))
	       (car (nth 1 frequencies)))))
    (t
     (let* ((total-count (apply #'+ (mapcar #'cdr frequencies)))
	    (n-freq (mapcar (lambda (freq) `(,(car freq) . ,(/ (float (cdr freq)) total-count))) frequencies))
	    (f-pick (list (car (car n-freq))))
	    (1-2-ratio (/ (cdr (nth 0 n-freq))
			  (cdr (nth 1 n-freq))))
	    (2-3-ratio (/ (cdr (nth 1 n-freq))
			  (cdr (nth 2 n-freq))))
	    (1-3-ratio (* 1-2-ratio 2-3-ratio))
	    (1-val (car (nth 0 n-freq)))
	    (2-val (car (nth 1 n-freq)))
	    (3-val (car (nth 2 n-freq))))
       (when (> 1-2-ratio 4) (push 1-val f-pick))
       (when (and (< 1-2-ratio 2-val)
		  (< (* (apply #'* f-pick) 2-val) 30))
	 (push 2-val f-pick))
       (when (and (< 1-3-ratio 3-val)
		  (< (* (apply #'* f-pick) 3-val) 30))
	 (push 3-val f-pick))
       f-pick))))

(defun org--plot/merge-alists (function default alist1 alist2 &rest alists)
  "Using FUNCTION, combine the elements of ALIST1, ALIST2 and any other ALISTS.
When an element is only present in one alist, DEFAULT is used as the second
argument for the FUNCTION."
  (when (> (length alists) 0)
    (setq alist2 (apply #'org--plot/merge-alists function default alist2 alists)))
  (cl-flet ((keys (alist) (mapcar #'car alist))
	    (lookup (key alist) (or (cdr (assoc key alist)) default)))
    (cl-loop with keys = (cl-union (keys alist1) (keys alist2) :test 'equal)
	     for k in keys collect
	     (cons k (funcall function (lookup k alist1) (lookup k alist2))))))

(defun org--plot/item-frequencies (values &optional normalize)
  "Return an alist indicating the frequency of values in VALUES list.
When NORMALIZE is non-nil, the count is divided by the number of values."
  (let ((normaliser (if normalize (float (length values)) 1)))
    (cl-loop for (n . m) in (seq-group-by #'identity values)
	     collect (cons n (/ (length m) normaliser)))))

(defun org--plot/prime-factors (value)
  "Return the prime decomposition of VALUE, e.g. for 12, \\='(3 2 2)."
  (let ((factors '(1)) (i 1))
    (while (/= 1 value)
      (setq i (1+ i))
      (when (eq 0 (% value i))
	(push i factors)
	(setq value (/ value i))
	(setq i (1- i))
	))
    (cl-subseq factors 0 -1)))

(defcustom org-plot/gnuplot-script-preamble ""
  "String of function to be inserted before the gnuplot plot command is run.

Note that this is in addition to, not instead of other content generated in
`org-plot/gnuplot-script'.  If a function, it is called with the plot type as
the argument, and must return a string to be used."
  :group 'org-plot
  :type '(choice string function))

(defcustom org-plot/preset-plot-types
  '((2d :plot-cmd "plot"
	:check-ind-type t
	:plot-func
	(lambda (_table data-file num-cols params plot-str)
	  (let* ((type (plist-get params :plot-type))
		 (with (if (eq type 'grid) 'pm3d (plist-get params :with)))
		 (ind (plist-get params :ind))
		 (deps (if (plist-member params :deps) (plist-get params :deps)))
		 (text-ind (or (plist-get params :textind)
                               (eq (plist-get params :with) 'histograms)))
		 (col-labels (plist-get params :labels))
		 res)
	    (dotimes (col num-cols res)
	      (unless (and (eq type '2d)
			   (or (and ind (equal (1+ col) ind))
			       (and deps (not (member (1+ col) deps)))))
		(setf res
		      (cons
		       (format plot-str data-file
			       (or (and ind (> ind 0)
					(not text-ind)
					(format "%d:" ind)) "")
			       (1+ col)
			       (if text-ind (format ":xticlabel(%d)" ind) "")
			       with
			       (or (nth col col-labels)
				   (format "%d" (1+ col))))
		       res)))))))
    (3d :plot-cmd "splot"
	:plot-pre (lambda (_table _data-file _num-cols params _plot-str)
		    (if (plist-get params :map) "set map"))
	:plot-func
	(lambda (_table data-file _num-cols params _plot-str)
	  (let* ((type (plist-get params :plot-type))
		 (with (if (eq type 'grid) 'pm3d (plist-get params :with))))
	    (list (format "'%s' matrix with %s title ''"
			  data-file with)))))
    (grid :plot-cmd "splot"
	  :plot-pre (lambda (_table _data-file _num-cols params _plot-str)
		      (if (plist-get params :map) "set pm3d map" "set map"))
	  :data-dump (lambda (table data-file params _num-cols)
		       (let ((y-labels (org-plot/gnuplot-to-grid-data
					table data-file params)))
			 (when y-labels (plist-put params :ylabels y-labels))))
	  :plot-func
	  (lambda (table data-file _num-cols params _plot-str)
	    (let* ((type (plist-get params :plot-type))
		   (with (if (eq type 'grid) 'pm3d (plist-get params :with))))
	      (list (format "'%s' with %s title ''"
			    data-file with)))))
    (radar :plot-func
	   (lambda (table _data-file _num-cols params plot-str)
	     (list (org--plot/radar table params)))))
  "List of plists describing the available plot types.
The car is the type name, and the property :plot-func must be
set.  The value of :plot-func is a lambda which yields plot-lines
\(a list of strings) as the cdr.

All lambda functions have the parameters of
`org-plot/gnuplot-script' and PLOT-STR passed to them.  i.e. they
are called with the following signature: (TABLE DATA-FILE
NUM-COLS PARAMS PLOT-STR)

Potentially useful parameters in PARAMS include:
 :set :line :map :title :file :ind :timeind :timefmt :textind
 :deps :labels :xlabels :ylabels :xmin :xmax :ymin :ymax :ticks

In addition to :plot-func, the following optional properties may
be set.

- :plot-cmd - A gnuplot command appended to each plot-line.
  Accepts string or nil.  Default value: nil.

- :check-ind-type - Whether the types of ind values should be checked.
  Accepts boolean.

- :plot-str - the formula string passed to :plot-func as PLOT-STR
  Accepts string.  Default value: \"'%s' using %s%d%s with %s title '%s'\"

- :data-dump - Function to dump the table to a datafile for ease of
  use.

  Accepts lambda function.  Default lambda body:
  (org-plot/gnuplot-to-data table data-file params)

- :plot-pre - Gnuplot code to be inserted early into the script, just
  after term and output have been set.

   Accepts string, nil, or lambda function which returns string
   or nil.  Defaults to nil."
  :group 'org-plot
  :type 'alist)

(defvar org--plot/radar-template
  "### spider plot/chart with gnuplot
# also known as: radar chart, web chart, star chart, cobweb chart,
#                radar plot,  web plot,  star plot,  cobweb plot,  etc. ...
set datafile separator ' '
set size square
unset tics
set angles degree
set key bmargin center horizontal
unset border

# Load data and setup
load \"%s\"

# General settings
DataColCount = words($Data[1])-1
AxesCount = |$Data|-HeaderLines-1
AngleOffset = 90
Max = 1
d=0.1*Max
Direction = -1   # counterclockwise=1, clockwise = -1

# Tic settings
TicCount = %s
TicOffset = 0.1
TicValue(axis,i) = real(i)*(word($Settings[axis],3)-word($Settings[axis],2)) \\
	  / word($Settings[axis],4)+word($Settings[axis],2)
TicLabelPosX(axis,i) = PosX(axis,i/TicCount) + PosY(axis, TicOffset)
TicLabelPosY(axis,i) = PosY(axis,i/TicCount) - PosX(axis, TicOffset)
TicLen = 0.03
TicdX(axis,i) = 0.5*TicLen*cos(alpha(axis)-90)
TicdY(axis,i) = 0.5*TicLen*sin(alpha(axis)-90)

# Label
LabOffset = 0.10
LabX(axis) = PosX(axis+1,Max+2*d) + PosY(axis, LabOffset)
LabY(axis) = PosY($0+1,Max+2*d)

# Functions
alpha(axis) = (axis-1)*Direction*360.0/AxesCount+AngleOffset
PosX(axis,R) = R*cos(alpha(axis))
PosY(axis,R) = R*sin(alpha(axis))
Scale(axis,value) = real(value-word($Settings[axis],2))/(word($Settings[axis],3)-word($Settings[axis],2))

# Spider settings
set style arrow 1 dt 1 lw 1.0 @fgal head filled size 0.06,25     # style for axes
set style arrow 2 dt 2 lw 0.5 @fgal nohead   # style for weblines
set style arrow 3 dt 1 lw 1 @fgal nohead     # style for axis tics
set samples AxesCount
set isosamples TicCount
set urange[1:AxesCount]
set vrange[1:TicCount]
set style fill transparent solid 0.2

set xrange[-Max-4*d:Max+4*d]
set yrange[-Max-4*d:Max+4*d]
plot \\
    '+' u (0):(0):(PosX($0,Max+d)):(PosY($0,Max+d)) w vec as 1 not, \\
    $Data u (LabX($0)): \\
	(LabY($0)):1 every ::HeaderLines w labels center enhanced @fgt not, \\
    for [i=1:DataColCount] $Data u (PosX($0+1,Scale($0+1,column(i+1)))): \\
	(PosY($0+1,Scale($0+1,column(i+1)))) every ::HeaderLines w filledcurves lt i title word($Data[1],i+1), \\
%s
#    '++' u (PosX($1,$2/TicCount)-TicdX($1,$2/TicCount)): \\
#        (PosY($1,$2/TicCount)-TicdY($1,$2/TicCount)): \\
#        (2*TicdX($1,$2/TicCount)):(2*TicdY($1,$2/TicCount)) \\
#        w vec as 3 not, \\
### end of code
")

(defvar org--plot/radar-ticks
  "    '++' u (PosX($1,$2/TicCount)):(PosY($1,$2/TicCount)): \\
	(PosX($1+1,$2/TicCount)-PosX($1,$2/TicCount)):  \\
	(PosY($1+1,$2/TicCount)-PosY($1,$2/TicCount)) w vec as 2 not, \\
    '++' u (TicLabelPosX(%s,$2)):(TicLabelPosY(%s,$2)): \\
	(sprintf('%%g',TicValue(%s,$2))) w labels font ',8' @fgat not")

(defvar org--plot/radar-setup-template
  "# Data
$Data <<HEREHAVESOMEDATA
%s
HEREHAVESOMEDATA
HeaderLines = 1

# Settings for scale and offset adjustments
# axis min max tics axisLabelXoff axisLabelYoff
$Settings <<EOD
%s
EOD
")

(defun org--plot/radar (table params)
  "Create gnuplot code for a radar plot of TABLE with PARAMS."
  (let* ((data
	  (concat "\"" (mapconcat #'identity (plist-get params :labels) "\" \"") "\""
		  "\n"
		  (mapconcat (lambda (row)
			       (format
				"\"%s\" %s"
				(car row)
				(mapconcat #'identity (cdr row) " ")))
			     (append table (list (car table)))
			     "\n")))
	 (ticks (or (plist-get params :ticks)
		    (org--plot/sensible-tick-num table
						 (plist-get params :ymin)
						 (plist-get params :ymax))))
	 (settings
	  (mapconcat (lambda (row)
		       (let ((data (org--plot/values-stats
				    (mapcar #'string-to-number (cdr row)))))
			 (format
			  "\"%s\" %s %s %s"
			  (car row)
			  (or (plist-get params :ymin)
			      (plist-get data :nice-min))
			  (or (plist-get params :ymax)
			      (plist-get data :nice-max))
			  (if (eq ticks 0) 2 ticks)
			  )))
		     (append table (list (car table)))
		     "\n"))
	 (setup-file (make-temp-file "org-plot-setup")))
    (let ((coding-system-for-write 'utf-8))
      (write-region (format org--plot/radar-setup-template data settings) nil setup-file nil :silent))
    (format org--plot/radar-template
	    setup-file
	    (if (eq ticks 0) 2 ticks)
	    (if (eq ticks 0) ""
	      (apply #'format org--plot/radar-ticks
		     (make-list 3 (if (and (plist-get params :ymin)
					   (plist-get params :ymax))
				      ;; FIXME multi-drawing of tick labels with "1"
				      "1" "$1")))))))

(defcustom org-plot/gnuplot-term-extra ""
  "String or function which provides the extra term options.
E.g. a value of \"size 1050,650\" would cause
\"set term ... size 1050,650\" to be used.
If a function, it is called with the plot type as the argument."
  :group 'org-plot
  :type '(choice string function))

(defun org-plot/gnuplot-script (table data-file num-cols params &optional preface)
  "Write a gnuplot script for TABLE to DATA-FILE respecting options in PARAMS.
NUM-COLS controls the number of columns plotted in a 2-d plot.
Optional argument PREFACE returns only option parameters in a
manner suitable for prepending to a user-specified script."
  (let* ((type-name (plist-get params :plot-type))
	 (type (cdr (assoc type-name org-plot/preset-plot-types))))
    (unless type
      (user-error "Org-plot type `%s' is undefined" type-name))
    (let* ((sets (plist-get params :set))
	   (lines (plist-get params :line))
	   (title (plist-get params :title))
	   (file (plist-get params :file))
	   (time-ind (plist-get params :timeind))
	   (timefmt (plist-get params :timefmt))
	   (x-labels (plist-get params :xlabels))
	   (y-labels (plist-get params :ylabels))
	   (plot-str (or (plist-get type :plot-str)
			 "'%s' using %s%d%s with %s title '%s'"))
	   (plot-cmd (plist-get type :plot-cmd))
	   (plot-pre (plist-get type :plot-pre))
	   (script "reset")
	   ;; ats = add-to-script
	   (ats (lambda (line) (when line (setf script (concat script "\n" line)))))
	   plot-lines)


      ;; handle output file, background, and size
      (funcall ats (format "set term %s %s"
			   (if file (file-name-extension file) "GNUTERM")
			   (if (stringp org-plot/gnuplot-term-extra)
			       org-plot/gnuplot-term-extra
			     (funcall org-plot/gnuplot-term-extra type))))
      (when file ; output file
	(funcall ats (format "set output '%s'" (expand-file-name file))))

      (when plot-pre
	(funcall ats (funcall plot-pre table data-file num-cols params plot-str)))

      (funcall ats
	       (if (stringp org-plot/gnuplot-script-preamble)
		   org-plot/gnuplot-script-preamble
		 (funcall org-plot/gnuplot-script-preamble type)))

      (when title (funcall ats (format "set title '%s'" title))) ; title
      (mapc ats lines)					       ; line
      (dolist (el sets) (funcall ats (format "set %s" el)))      ; set
      ;; Unless specified otherwise, values are TAB separated.
      (unless (string-match-p "^set datafile separator" script)
	(funcall ats "set datafile separator \"\\t\""))
      (when x-labels			; x labels (xtics)
	(funcall ats
		 (format "set xtics (%s)"
			 (mapconcat (lambda (pair)
				      (format "\"%s\" %d" (cdr pair) (car pair)))
				    x-labels ", "))))
      (when y-labels			; y labels (ytics)
	(funcall ats
		 (format "set ytics (%s)"
			 (mapconcat (lambda (pair)
				      (format "\"%s\" %d" (cdr pair) (car pair)))
				    y-labels ", "))))
      (when time-ind			; timestamp index
	(funcall ats "set xdata time")
	(funcall ats (concat "set timefmt \""
			     (or timefmt	; timefmt passed to gnuplot
				 "%Y-%m-%d-%H:%M:%S") "\"")))
      (unless preface
	(let ((type-func (plist-get type :plot-func)))
	  (when type-func
	    (setq plot-lines
		  (funcall type-func table data-file num-cols params plot-str))))
	(funcall ats
		 (concat plot-cmd
			 (when plot-cmd " ")
			 (mapconcat #'identity
				    (reverse plot-lines)
				    ",\\\n    "))))
      script)))

(defun org-plot/redisplay-img-in-buffer (img-file)
  "Find any overlays for IMG-FILE in the current Org buffer, and refresh them."
  (dolist (img-overlay org-inline-image-overlays)
    (when (string= img-file (plist-get (cdr (overlay-get img-overlay 'display)) :file))
      (when (and (file-exists-p img-file)
                 (fboundp 'image-flush))
        (image-flush (overlay-get img-overlay 'display))))))

;;-----------------------------------------------------------------------------
;; facade functions
;;;###autoload
(defun org-plot/gnuplot (&optional params)
  "Plot table using gnuplot.  Gnuplot options can be specified with PARAMS.
If not given options will be taken from the +PLOT
line directly before or after the table."
  (interactive)
  (require 'gnuplot)
  (save-window-excursion
    (delete-other-windows)
    (when (get-buffer "*gnuplot*") ; reset *gnuplot* if it already running
      (with-current-buffer "*gnuplot*"
	(goto-char (point-max))))
    (save-excursion
      (org-plot/goto-nearest-table)
      ;; Set default options.
      (dolist (pair org-plot/gnuplot-default-options)
        (unless (plist-member params (car pair))
          (setf params (plist-put params (car pair) (cdr pair)))))
      ;; Collect options.
      (while (and (equal 0 (forward-line -1))
                  (looking-at "[[:space:]]*#\\+"))
        (setf params (org-plot/collect-options params))))
    ;; collect table and table information
    (let* ((data-file (make-temp-file "org-plot"))
           (table (let ((tbl (save-excursion
                               (org-plot/goto-nearest-table)
                               (org-table-to-lisp))))
		    (when (pcase (plist-get params :transpose)
			    (`y   t)
			    (`yes t)
			    (`t   t))
		      (if (not (memq 'hline tbl))
			  (setq tbl (apply #'cl-mapcar #'list tbl))
			;; When present, remove hlines as they can't (currentily) be easily transposed.
			(setq tbl (apply #'cl-mapcar #'list
					 (remove 'hline tbl)))
			(push 'hline (cdr tbl))))
		    tbl))
	   (num-cols (length (if (eq (nth 0 table) 'hline) (nth 1 table)
			       (nth 0 table))))
	   (type (assoc (plist-get params :plot-type)
			org-plot/preset-plot-types)))

      (unless type
	(user-error "Org-plot type `%s' is undefined" (plist-get params :plot-type)))

      (run-with-idle-timer 0.1 nil #'delete-file data-file)
      (when (eq (cadr table) 'hline)
	(setf params
	      (plist-put params :labels (car table))) ; headers to labels
	(setf table (delq 'hline (cdr table)))) ; clean non-data from table
      ;; Collect options.
      (save-excursion (while (and (equal 0 (forward-line -1))
				  (looking-at "[[:space:]]*#\\+"))
			(setf params (org-plot/collect-options params))))
      ;; Dump table to datafile
      (let ((dump-func (plist-get type :data-dump)))
        (if dump-func
	    (funcall dump-func table data-file num-cols params)
	  (org-plot/gnuplot-to-data table data-file params)))
      ;; Check type of ind column (timestamp? text?)
      (when (plist-get params :check-ind-type)
	(let* ((ind (1- (plist-get params :ind)))
	       (ind-column (mapcar (lambda (row) (nth ind row)) table)))
	  (cond ((< ind 0) nil) ; ind is implicit
		((cl-every (lambda (el)
			     (string-match org-ts-regexp3 el))
			   ind-column)
		 (plist-put params :timeind t)) ; ind holds timestamps
		((or (string= (plist-get params :with) "hist")
		     (cl-notevery (lambda (el)
				    (string-match org-table-number-regexp el))
				  ind-column))
		 (plist-put params :textind t))))) ; ind holds text
      ;; Write script.
      (with-temp-buffer
	(if (plist-get params :script)	; user script
	    (progn (insert
		    (org-plot/gnuplot-script table data-file num-cols params t))
		   (insert "\n")
		   (insert-file-contents (plist-get params :script))
		   (goto-char (point-min))
		   (while (re-search-forward "\\$datafile" nil t)
		     (replace-match data-file nil nil)))
	  (insert (org-plot/gnuplot-script table data-file num-cols params)))
	;; Graph table.
	(gnuplot-mode)
        (condition-case nil
            (gnuplot-send-buffer-to-gnuplot)
          (buffer-read-only nil)))
      ;; Cleanup.
      (bury-buffer (get-buffer "*gnuplot*"))
      ;; Refresh any displayed images
      (when (plist-get params :file)
        (org-plot/redisplay-img-in-buffer (expand-file-name (plist-get params :file)))))))

(provide 'org-plot)

;; Local variables:
;; generated-autoload-file: "org-loaddefs.el"
;; End:

;;; org-plot.el ends here