ob-R.el 15 KB

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  1. ;;; ob-R.el --- org-babel functions for R code evaluation
  2. ;; Copyright (C) 2009-2014 Free Software Foundation, Inc.
  3. ;; Author: Eric Schulte
  4. ;; Dan Davison
  5. ;; Keywords: literate programming, reproducible research, R, statistics
  6. ;; Homepage: http://orgmode.org
  7. ;; This file is part of GNU Emacs.
  8. ;; GNU Emacs is free software: you can redistribute it and/or modify
  9. ;; it under the terms of the GNU General Public License as published by
  10. ;; the Free Software Foundation, either version 3 of the License, or
  11. ;; (at your option) any later version.
  12. ;; GNU Emacs is distributed in the hope that it will be useful,
  13. ;; but WITHOUT ANY WARRANTY; without even the implied warranty of
  14. ;; MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
  15. ;; GNU General Public License for more details.
  16. ;; You should have received a copy of the GNU General Public License
  17. ;; along with GNU Emacs. If not, see <http://www.gnu.org/licenses/>.
  18. ;;; Commentary:
  19. ;; Org-Babel support for evaluating R code
  20. ;;; Code:
  21. (require 'ob)
  22. (eval-when-compile (require 'cl))
  23. (declare-function orgtbl-to-tsv "org-table" (table params))
  24. (declare-function R "ext:essd-r" (&optional start-args))
  25. (declare-function inferior-ess-send-input "ext:ess-inf" ())
  26. (declare-function ess-make-buffer-current "ext:ess-inf" ())
  27. (declare-function ess-eval-buffer "ext:ess-inf" (vis))
  28. (declare-function org-number-sequence "org-compat" (from &optional to inc))
  29. (declare-function org-remove-if-not "org" (predicate seq))
  30. (declare-function org-every "org" (pred seq))
  31. (defconst org-babel-header-args:R
  32. '((width . :any)
  33. (height . :any)
  34. (bg . :any)
  35. (units . :any)
  36. (pointsize . :any)
  37. (antialias . :any)
  38. (quality . :any)
  39. (compression . :any)
  40. (res . :any)
  41. (type . :any)
  42. (family . :any)
  43. (title . :any)
  44. (fonts . :any)
  45. (version . :any)
  46. (paper . :any)
  47. (encoding . :any)
  48. (pagecentre . :any)
  49. (colormodel . :any)
  50. (useDingbats . :any)
  51. (horizontal . :any)
  52. (results . ((file list vector table scalar verbatim)
  53. (raw org html latex code pp wrap)
  54. (replace silent append prepend)
  55. (output value graphics))))
  56. "R-specific header arguments.")
  57. (defconst ob-R-safe-header-args
  58. (append org-babel-safe-header-args
  59. '(:width :height :bg :units :pointsize :antialias :quality
  60. :compression :res :type :family :title :fonts
  61. :version :paper :encoding :pagecentre :colormodel
  62. :useDingbats :horizontal))
  63. "Header args which are safe for R babel blocks.
  64. See `org-babel-safe-header-args' for documentation of the format of
  65. this variable.")
  66. (defvar org-babel-default-header-args:R '())
  67. (put 'org-babel-default-header-args:R 'safe-local-variable
  68. (org-babel-header-args-safe-fn ob-R-safe-header-args))
  69. (defcustom org-babel-R-command "R --slave --no-save"
  70. "Name of command to use for executing R code."
  71. :group 'org-babel
  72. :version "24.1"
  73. :type 'string)
  74. (defvar ess-local-process-name) ; dynamically scoped
  75. (defun org-babel-edit-prep:R (info)
  76. (let ((session (cdr (assoc :session (nth 2 info)))))
  77. (when (and session (string-match "^\\*\\(.+?\\)\\*$" session))
  78. (save-match-data (org-babel-R-initiate-session session nil)))))
  79. (defun org-babel-expand-body:R (body params &optional graphics-file)
  80. "Expand BODY according to PARAMS, return the expanded body."
  81. (mapconcat #'identity
  82. (append
  83. (when (cdr (assoc :prologue params))
  84. (list (cdr (assoc :prologue params))))
  85. (org-babel-variable-assignments:R params)
  86. (list body)
  87. (when (cdr (assoc :epilogue params))
  88. (list (cdr (assoc :epilogue params)))))
  89. "\n"))
  90. (defun org-babel-execute:R (body params)
  91. "Execute a block of R code.
  92. This function is called by `org-babel-execute-src-block'."
  93. (save-excursion
  94. (let* ((result-params (cdr (assoc :result-params params)))
  95. (result-type (cdr (assoc :result-type params)))
  96. (session (org-babel-R-initiate-session
  97. (cdr (assoc :session params)) params))
  98. (colnames-p (cdr (assoc :colnames params)))
  99. (rownames-p (cdr (assoc :rownames params)))
  100. (graphics-file (and (member "graphics" (assq :result-params params))
  101. (org-babel-graphical-output-file params)))
  102. (full-body
  103. (let ((inside
  104. (list (org-babel-expand-body:R body params graphics-file))))
  105. (mapconcat #'identity
  106. (if graphics-file
  107. (append
  108. (list (org-babel-R-construct-graphics-device-call
  109. graphics-file params))
  110. inside
  111. (list "},error=function(e){plot(x=-1:1, y=-1:1, type='n', xlab='', ylab='', axes=FALSE); text(x=0, y=0, labels=e$message, col='red'); paste('ERROR', e$message, sep=' : ')}); dev.off()"))
  112. inside)
  113. "\n")))
  114. (result
  115. (org-babel-R-evaluate
  116. session full-body result-type result-params
  117. (or (equal "yes" colnames-p)
  118. (org-babel-pick-name
  119. (cdr (assoc :colname-names params)) colnames-p))
  120. (or (equal "yes" rownames-p)
  121. (org-babel-pick-name
  122. (cdr (assoc :rowname-names params)) rownames-p)))))
  123. (if graphics-file nil result))))
  124. (defun org-babel-prep-session:R (session params)
  125. "Prepare SESSION according to the header arguments specified in PARAMS."
  126. (let* ((session (org-babel-R-initiate-session session params))
  127. (var-lines (org-babel-variable-assignments:R params)))
  128. (org-babel-comint-in-buffer session
  129. (mapc (lambda (var)
  130. (end-of-line 1) (insert var) (comint-send-input nil t)
  131. (org-babel-comint-wait-for-output session)) var-lines))
  132. session))
  133. (defun org-babel-load-session:R (session body params)
  134. "Load BODY into SESSION."
  135. (save-window-excursion
  136. (let ((buffer (org-babel-prep-session:R session params)))
  137. (with-current-buffer buffer
  138. (goto-char (process-mark (get-buffer-process (current-buffer))))
  139. (insert (org-babel-chomp body)))
  140. buffer)))
  141. ;; helper functions
  142. (defun org-babel-variable-assignments:R (params)
  143. "Return list of R statements assigning the block's variables."
  144. (let ((vars (mapcar #'cdr (org-babel-get-header params :var))))
  145. (mapcar
  146. (lambda (pair)
  147. (org-babel-R-assign-elisp
  148. (car pair) (cdr pair)
  149. (equal "yes" (cdr (assoc :colnames params)))
  150. (equal "yes" (cdr (assoc :rownames params)))))
  151. (mapcar
  152. (lambda (i)
  153. (cons (car (nth i vars))
  154. (org-babel-reassemble-table
  155. (cdr (nth i vars))
  156. (cdr (nth i (cdr (assoc :colname-names params))))
  157. (cdr (nth i (cdr (assoc :rowname-names params)))))))
  158. (org-number-sequence 0 (1- (length vars)))))))
  159. (defun org-babel-R-quote-tsv-field (s)
  160. "Quote field S for export to R."
  161. (if (stringp s)
  162. (concat "\"" (mapconcat 'identity (split-string s "\"") "\"\"") "\"")
  163. (format "%S" s)))
  164. (defun org-babel-R-assign-elisp (name value colnames-p rownames-p)
  165. "Construct R code assigning the elisp VALUE to a variable named NAME."
  166. (if (listp value)
  167. (let ((max (apply #'max (mapcar #'length (org-remove-if-not
  168. #'sequencep value))))
  169. (min (apply #'min (mapcar #'length (org-remove-if-not
  170. #'sequencep value))))
  171. (transition-file (org-babel-temp-file "R-import-")))
  172. ;; ensure VALUE has an orgtbl structure (depth of at least 2)
  173. (unless (listp (car value)) (setq value (list value)))
  174. (with-temp-file transition-file
  175. (insert
  176. (orgtbl-to-tsv value '(:fmt org-babel-R-quote-tsv-field))
  177. "\n"))
  178. (let ((file (org-babel-process-file-name transition-file 'noquote))
  179. (header (if (or (eq (nth 1 value) 'hline) colnames-p)
  180. "TRUE" "FALSE"))
  181. (row-names (if rownames-p "1" "NULL")))
  182. (if (= max min)
  183. (format "%s <- read.table(\"%s\",
  184. header=%s,
  185. row.names=%s,
  186. sep=\"\\t\",
  187. as.is=TRUE)" name file header row-names)
  188. (format "%s <- read.table(\"%s\",
  189. header=%s,
  190. row.names=%s,
  191. sep=\"\\t\",
  192. as.is=TRUE,
  193. fill=TRUE,
  194. col.names = paste(\"V\", seq_len(%d), sep =\"\"))"
  195. name file header row-names max))))
  196. (format "%s <- %s" name (org-babel-R-quote-tsv-field value))))
  197. (defvar ess-ask-for-ess-directory) ; dynamically scoped
  198. (defun org-babel-R-initiate-session (session params)
  199. "If there is not a current R process then create one."
  200. (unless (string= session "none")
  201. (let ((session (or session "*R*"))
  202. (ess-ask-for-ess-directory
  203. (and (and (boundp 'ess-ask-for-ess-directory) ess-ask-for-ess-directory)
  204. (not (cdr (assoc :dir params))))))
  205. (if (org-babel-comint-buffer-livep session)
  206. session
  207. (save-window-excursion
  208. (when (get-buffer session)
  209. ;; Session buffer exists, but with dead process
  210. (set-buffer session))
  211. (require 'ess) (R)
  212. (rename-buffer
  213. (if (bufferp session)
  214. (buffer-name session)
  215. (if (stringp session)
  216. session
  217. (buffer-name))))
  218. (current-buffer))))))
  219. (defun org-babel-R-associate-session (session)
  220. "Associate R code buffer with an R session.
  221. Make SESSION be the inferior ESS process associated with the
  222. current code buffer."
  223. (setq ess-local-process-name
  224. (process-name (get-buffer-process session)))
  225. (ess-make-buffer-current))
  226. (defvar org-babel-R-graphics-devices
  227. '((:bmp "bmp" "filename")
  228. (:jpg "jpeg" "filename")
  229. (:jpeg "jpeg" "filename")
  230. (:tikz "tikz" "file")
  231. (:tiff "tiff" "filename")
  232. (:png "png" "filename")
  233. (:svg "svg" "file")
  234. (:pdf "pdf" "file")
  235. (:ps "postscript" "file")
  236. (:postscript "postscript" "file"))
  237. "An alist mapping graphics file types to R functions.
  238. Each member of this list is a list with three members:
  239. 1. the file extension of the graphics file, as an elisp :keyword
  240. 2. the R graphics device function to call to generate such a file
  241. 3. the name of the argument to this function which specifies the
  242. file to write to (typically \"file\" or \"filename\")")
  243. (defun org-babel-R-construct-graphics-device-call (out-file params)
  244. "Construct the call to the graphics device."
  245. (let* ((allowed-args '(:width :height :bg :units :pointsize
  246. :antialias :quality :compression :res
  247. :type :family :title :fonts :version
  248. :paper :encoding :pagecentre :colormodel
  249. :useDingbats :horizontal))
  250. (device (and (string-match ".+\\.\\([^.]+\\)" out-file)
  251. (match-string 1 out-file)))
  252. (device-info (or (assq (intern (concat ":" device))
  253. org-babel-R-graphics-devices)
  254. (assq :png org-babel-R-graphics-devices)))
  255. (extra-args (cdr (assq :R-dev-args params))) filearg args)
  256. (setq device (nth 1 device-info))
  257. (setq filearg (nth 2 device-info))
  258. (setq args (mapconcat
  259. (lambda (pair)
  260. (if (member (car pair) allowed-args)
  261. (format ",%s=%S"
  262. (substring (symbol-name (car pair)) 1)
  263. (cdr pair)) ""))
  264. params ""))
  265. (format "%s(%s=\"%s\"%s%s%s); tryCatch({"
  266. device filearg out-file args
  267. (if extra-args "," "") (or extra-args ""))))
  268. (defvar org-babel-R-eoe-indicator "'org_babel_R_eoe'")
  269. (defvar org-babel-R-eoe-output "[1] \"org_babel_R_eoe\"")
  270. (defvar org-babel-R-write-object-command "{function(object,transfer.file){object;invisible(if(inherits(try({tfile<-tempfile();write.table(object,file=tfile,sep=\"\\t\",na=\"nil\",row.names=%s,col.names=%s,quote=FALSE);file.rename(tfile,transfer.file)},silent=TRUE),\"try-error\")){if(!file.exists(transfer.file))file.create(transfer.file)})}}(object=%s,transfer.file=\"%s\")")
  271. (defun org-babel-R-evaluate
  272. (session body result-type result-params column-names-p row-names-p)
  273. "Evaluate R code in BODY."
  274. (if session
  275. (org-babel-R-evaluate-session
  276. session body result-type result-params column-names-p row-names-p)
  277. (org-babel-R-evaluate-external-process
  278. body result-type result-params column-names-p row-names-p)))
  279. (defun org-babel-R-evaluate-external-process
  280. (body result-type result-params column-names-p row-names-p)
  281. "Evaluate BODY in external R process.
  282. If RESULT-TYPE equals 'output then return standard output as a
  283. string. If RESULT-TYPE equals 'value then return the value of the
  284. last statement in BODY, as elisp."
  285. (case result-type
  286. (value
  287. (let ((tmp-file (org-babel-temp-file "R-")))
  288. (org-babel-eval org-babel-R-command
  289. (format org-babel-R-write-object-command
  290. (if row-names-p "TRUE" "FALSE")
  291. (if column-names-p
  292. (if row-names-p "NA" "TRUE")
  293. "FALSE")
  294. (format "{function ()\n{\n%s\n}}()" body)
  295. (org-babel-process-file-name tmp-file 'noquote)))
  296. (org-babel-R-process-value-result
  297. (org-babel-result-cond result-params
  298. (with-temp-buffer
  299. (insert-file-contents tmp-file)
  300. (buffer-string))
  301. (org-babel-import-elisp-from-file tmp-file '(16)))
  302. column-names-p)))
  303. (output (org-babel-eval org-babel-R-command body))))
  304. (defvar ess-eval-visibly-p)
  305. (defun org-babel-R-evaluate-session
  306. (session body result-type result-params column-names-p row-names-p)
  307. "Evaluate BODY in SESSION.
  308. If RESULT-TYPE equals 'output then return standard output as a
  309. string. If RESULT-TYPE equals 'value then return the value of the
  310. last statement in BODY, as elisp."
  311. (case result-type
  312. (value
  313. (with-temp-buffer
  314. (insert (org-babel-chomp body))
  315. (let ((ess-local-process-name
  316. (process-name (get-buffer-process session)))
  317. (ess-eval-visibly-p nil))
  318. (ess-eval-buffer nil)))
  319. (let ((tmp-file (org-babel-temp-file "R-")))
  320. (org-babel-comint-eval-invisibly-and-wait-for-file
  321. session tmp-file
  322. (format org-babel-R-write-object-command
  323. (if row-names-p "TRUE" "FALSE")
  324. (if column-names-p
  325. (if row-names-p "NA" "TRUE")
  326. "FALSE")
  327. ".Last.value" (org-babel-process-file-name tmp-file 'noquote)))
  328. (org-babel-R-process-value-result
  329. (org-babel-result-cond result-params
  330. (with-temp-buffer
  331. (insert-file-contents tmp-file)
  332. (buffer-string))
  333. (org-babel-import-elisp-from-file tmp-file '(16)))
  334. column-names-p)))
  335. (output
  336. (mapconcat
  337. #'org-babel-chomp
  338. (butlast
  339. (delq nil
  340. (mapcar
  341. (lambda (line) (when (> (length line) 0) line))
  342. (mapcar
  343. (lambda (line) ;; cleanup extra prompts left in output
  344. (if (string-match
  345. "^\\([ ]*[>+\\.][ ]?\\)+\\([[0-9]+\\|[ ]\\)" line)
  346. (substring line (match-end 1))
  347. line))
  348. (org-babel-comint-with-output (session org-babel-R-eoe-output)
  349. (insert (mapconcat #'org-babel-chomp
  350. (list body org-babel-R-eoe-indicator)
  351. "\n"))
  352. (inferior-ess-send-input)))))) "\n"))))
  353. (defun org-babel-R-process-value-result (result column-names-p)
  354. "R-specific processing of return value.
  355. Insert hline if column names in output have been requested."
  356. (if column-names-p
  357. (cons (car result) (cons 'hline (cdr result)))
  358. result))
  359. (provide 'ob-R)
  360. ;;; ob-R.el ends here