;;; org-plot.el --- Support for Plotting from Org -*- lexical-binding: t; -*- ;; Copyright (C) 2008-2024 Free Software Foundation, Inc. ;; ;; Author: Eric Schulte ;; Maintainer: TEC ;; Keywords: tables, plotting ;; URL: 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 . ;;; 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 'org-macs) (org-assert-version) (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 "%Y-%m-%d-%H:%M:%S" "Default time format to be passed to Gnuplot. Can be changed via timefmt plot option.") (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 (let ((org-plot-timestamp-fmt (or (plist-get params :timefmt) org-plot-timestamp-fmt "%Y-%m-%d-%H:%M:%S"))) (insert (orgtbl-to-generic table (org-combine-plists '( :sep "\t" :fmt org-plot-quote-tsv-field :with-special-rows nil) 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))) (defgroup org-plot nil "Options for plotting in Org mode." :tag "Org Plot" :group 'org) (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 parameters used by the current plot type (see `org-plot/preset-plot-types'), 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 _num-cols params) (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 function with arguments: (table data-file num-cols 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 <