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| | ;;; ob-R.el --- org-babel functions for R code evaluation
;; Copyright (C) 2009-2014 Free Software Foundation, Inc.
;; Author: Eric Schulte
;; Dan Davison
;; Keywords: literate programming, reproducible research, R, statistics
;; Homepage: http://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 <http://www.gnu.org/licenses/>.
;;; Commentary:
;; Org-Babel support for evaluating R code
;;; Code:
(require 'ob)
(eval-when-compile (require 'cl))
(declare-function orgtbl-to-tsv "org-table" (table params))
(declare-function R "ext:essd-r" (&optional start-args))
(declare-function inferior-ess-send-input "ext:ess-inf" ())
(declare-function ess-make-buffer-current "ext:ess-inf" ())
(declare-function ess-eval-buffer "ext:ess-inf" (vis))
(declare-function org-number-sequence "org-compat" (from &optional to inc))
(declare-function org-remove-if-not "org" (predicate seq))
(declare-function org-every "org" (pred seq))
(defconst org-babel-header-args:R
'((width . :any)
(height . :any)
(bg . :any)
(units . :any)
(pointsize . :any)
(antialias . :any)
(quality . :any)
(compression . :any)
(res . :any)
(type . :any)
(family . :any)
(title . :any)
(fonts . :any)
(version . :any)
(paper . :any)
(encoding . :any)
(pagecentre . :any)
(colormodel . :any)
(useDingbats . :any)
(horizontal . :any)
(results . ((file list vector table scalar verbatim)
(raw org html latex code pp wrap)
(replace silent append prepend)
(output value graphics))))
"R-specific header arguments.")
(defconst ob-R-safe-header-args
(append org-babel-safe-header-args
'(:width :height :bg :units :pointsize :antialias :quality
:compression :res :type :family :title :fonts
:version :paper :encoding :pagecentre :colormodel
:useDingbats :horizontal))
"Header args which are safe for R babel blocks.
See `org-babel-safe-header-args' for documentation of the format of
this variable.")
(defvar org-babel-default-header-args:R '())
(put 'org-babel-default-header-args:R 'safe-local-variable
(org-babel-header-args-safe-fn ob-R-safe-header-args))
(defcustom org-babel-R-command "R --slave --no-save"
"Name of command to use for executing R code."
:group 'org-babel
:version "24.1"
:type 'string)
(defvar ess-local-process-name) ; dynamically scoped
(defun org-babel-edit-prep:R (info)
(let ((session (cdr (assoc :session (nth 2 info)))))
(when (and session (string-match "^\\*\\(.+?\\)\\*$" session))
(save-match-data (org-babel-R-initiate-session session nil)))))
(defconst ob-R-transfer-variable-table-with-header
"%s <- local({
con <- textConnection(
%S
)
res <- read.table(
con,
header = %s,
row.names = %s,
sep = \"\\t\",
as.is = TRUE
)
close(con)
res
})"
"R code used to transfer a table defined as a variable from org to R.
This function is used when the table contains a header.")
(defconst ob-R-transfer-variable-table-without-header
"%s <- local({
con <- textConnection(
%S
)
res <- read.table(
con,
header = %s,
row.names = %s,
sep = \"\\t\",
as.is = TRUE,
fill = TRUE,
col.names = paste(\"V\", seq_len(%d), sep =\"\")
)
close(con)
res
})"
"R code used to transfer a table defined as a variable from org to R.
This function is used when the table does not contain a header.")
(defun org-babel-expand-body:R (body params &optional graphics-file)
"Expand BODY according to PARAMS, return the expanded body."
(mapconcat 'identity
(append
(when (cdr (assoc :prologue params))
(list (cdr (assoc :prologue params))))
(org-babel-variable-assignments:R params)
(list body)
(when (cdr (assoc :epilogue params))
(list (cdr (assoc :epilogue params)))))
"\n"))
(defun org-babel-execute:R (body params)
"Execute a block of R code.
This function is called by `org-babel-execute-src-block'."
(save-excursion
(let* ((result-params (cdr (assoc :result-params params)))
(result-type (cdr (assoc :result-type params)))
(session (org-babel-R-initiate-session
(cdr (assoc :session params)) params))
(colnames-p (cdr (assoc :colnames params)))
(rownames-p (cdr (assoc :rownames params)))
(graphics-file (and (member "graphics" (assq :result-params params))
(org-babel-graphical-output-file params)))
(full-body
(let ((inside
(list (org-babel-expand-body:R body params graphics-file))))
(mapconcat 'identity
(if graphics-file
(append
(list (org-babel-R-construct-graphics-device-call
graphics-file params))
inside
(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()"))
inside)
"\n")))
(result
(org-babel-R-evaluate
session full-body result-type result-params
(or (equal "yes" colnames-p)
(org-babel-pick-name
(cdr (assoc :colname-names params)) colnames-p))
(or (equal "yes" rownames-p)
(org-babel-pick-name
(cdr (assoc :rowname-names params)) rownames-p)))))
(if graphics-file nil result))))
(defun org-babel-prep-session:R (session params)
"Prepare SESSION according to the header arguments specified in PARAMS."
(let* ((session (org-babel-R-initiate-session session params))
(var-lines (org-babel-variable-assignments:R params)))
(org-babel-comint-in-buffer session
(mapc (lambda (var)
(end-of-line 1) (insert var) (comint-send-input nil t)
(org-babel-comint-wait-for-output session)) var-lines))
session))
(defun org-babel-load-session:R (session body params)
"Load BODY into SESSION."
(save-window-excursion
(let ((buffer (org-babel-prep-session:R session params)))
(with-current-buffer buffer
(goto-char (process-mark (get-buffer-process (current-buffer))))
(insert (org-babel-chomp body)))
buffer)))
;; helper functions
(defun org-babel-variable-assignments:R (params)
"Return list of R statements assigning the block's variables."
(let ((vars (mapcar 'cdr (org-babel-get-header params :var))))
(mapcar
(lambda (pair)
(org-babel-R-assign-elisp
(car pair) (cdr pair)
(equal "yes" (cdr (assoc :colnames params)))
(equal "yes" (cdr (assoc :rownames params)))))
(mapcar
(lambda (i)
(cons (car (nth i vars))
(org-babel-reassemble-table
(cdr (nth i vars))
(cdr (nth i (cdr (assoc :colname-names params))))
(cdr (nth i (cdr (assoc :rowname-names params)))))))
(org-number-sequence 0 (1- (length vars)))))))
(defun org-babel-R-quote-tsv-field (s)
"Quote field S for export to R."
(if (stringp s)
(concat "\"" (mapconcat 'identity (split-string s "\"") "\"\"") "\"")
(format "%S" s)))
(defun org-babel-R-assign-elisp (name value colnames-p rownames-p)
"Construct R code assigning the elisp VALUE to a variable named NAME."
(if (listp value)
(let* ((lengths (mapcar 'length (org-remove-if-not 'sequencep value)))
(max (if lengths (apply 'max lengths) 0))
(min (if lengths (apply 'min lengths) 0)))
;; Ensure VALUE has an orgtbl structure (depth of at least 2).
(unless (listp (car value)) (setq value (list value)))
(let ((file (orgtbl-to-tsv value '(:fmt org-babel-R-quote-tsv-field)))
(header (if (or (eq (nth 1 value) 'hline) colnames-p)
"TRUE" "FALSE"))
(row-names (if rownames-p "1" "NULL")))
(if (= max min)
(format ob-R-transfer-variable-table-with-header
name file header row-names)
(format ob-R-transfer-variable-table-without-header
name file header row-names max))))
(cond ((integerp value) (format "%s <- %s" name (concat (number-to-string value) "L")))
((floatp value) (format "%s <- %s" name value))
((stringp value) (format "%s <- %S" name (org-no-properties value)))
(t (format "%s <- %S" name (prin1-to-string value))))))
(defvar ess-execute-in-process-buffer)
(defun org-babel-R-check-evaluate-package (&optional recursive)
(save-window-excursion
(let ((ess-execute-in-process-buffer nil)
(r-buff (current-buffer)))
(ess-execute "library(evaluate)" nil "org-babel-R-auto")
(when (with-current-buffer "*org-babel-R-auto*"
(goto-char (point-min))
(search-forward "Error" nil t))
(if (and (not recursive)
(y-or-n-p "Cannot load the evaluate package required for babel session support, would you like to install it from CRAN?"))
(progn
(message "Downloading and installing package (may take some time)")
(ess-execute "install.packages(\"evaluate\")" nil "org-babel-R-auto")
(org-babel-R-check-evaluate-package t))
(user-error "R package evaluate is required, but not available."))))))
(defvar ess-ask-for-ess-directory) ; dynamically scoped
(defun org-babel-R-initiate-session (session params)
"If there is not a current R process then create one."
(unless (string= session "none")
(let ((session (or session "*R*"))
(ess-ask-for-ess-directory
(and (boundp 'ess-ask-for-ess-directory)
ess-ask-for-ess-directory
(not (cdr (assoc :dir params))))))
(if (org-babel-comint-buffer-livep session)
session
(save-window-excursion
(when (get-buffer session)
;; Session buffer exists, but with dead process
(set-buffer session))
(require 'ess)
(R)
(org-babel-R-check-evaluate-package)
(rename-buffer
(if (bufferp session)
(buffer-name session)
(if (stringp session)
session
(buffer-name))))
(current-buffer))))))
(defun org-babel-R-associate-session (session)
"Associate R code buffer with an R session.
Make SESSION be the inferior ESS process associated with the
current code buffer."
(setq ess-local-process-name
(process-name (get-buffer-process session)))
(ess-make-buffer-current))
(defvar org-babel-R-graphics-devices
'((:bmp "bmp" "filename")
(:jpg "jpeg" "filename")
(:jpeg "jpeg" "filename")
(:tikz "tikz" "file")
(:tiff "tiff" "filename")
(:png "png" "filename")
(:svg "svg" "file")
(:pdf "pdf" "file")
(:ps "postscript" "file")
(:postscript "postscript" "file"))
"An alist mapping graphics file types to R functions.
Each member of this list is a list with three members:
1. the file extension of the graphics file, as an elisp :keyword
2. the R graphics device function to call to generate such a file
3. the name of the argument to this function which specifies the
file to write to (typically \"file\" or \"filename\")")
(defun org-babel-R-construct-graphics-device-call (out-file params)
"Construct the call to the graphics device."
(let* ((allowed-args '(:width :height :bg :units :pointsize
:antialias :quality :compression :res
:type :family :title :fonts :version
:paper :encoding :pagecentre :colormodel
:useDingbats :horizontal))
(device (and (string-match ".+\\.\\([^.]+\\)" out-file)
(match-string 1 out-file)))
(device-info (or (assq (intern (concat ":" device))
org-babel-R-graphics-devices)
(assq :png org-babel-R-graphics-devices)))
(extra-args (cdr (assq :R-dev-args params))) filearg args)
(setq device (nth 1 device-info))
(setq filearg (nth 2 device-info))
(setq args (mapconcat
(lambda (pair)
(if (member (car pair) allowed-args)
(format ",%s=%S"
(substring (symbol-name (car pair)) 1)
(cdr pair)) ""))
params ""))
(format "%s(%s=\"%s\"%s%s%s); tryCatch({"
device filearg out-file args
(if extra-args "," "") (or extra-args ""))))
(defvar org-babel-R-eoe-indicator "'org_babel_R_eoe'")
(defvar org-babel-R-eoe-output "[1] \"org_babel_R_eoe\"")
(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\")")
(defun org-babel-R-evaluate
(session body result-type result-params column-names-p row-names-p)
"Evaluate R code in BODY."
(if session
(org-babel-R-evaluate-session
session body result-type result-params column-names-p row-names-p)
(org-babel-R-evaluate-external-process
body result-type result-params column-names-p row-names-p)))
(defun org-babel-R-evaluate-external-process
(body result-type result-params column-names-p row-names-p)
"Evaluate BODY in external R process.
If RESULT-TYPE equals 'output then return standard output as a
string. If RESULT-TYPE equals 'value then return the value of the
last statement in BODY, as elisp."
(case result-type
(value
(let ((tmp-file (org-babel-temp-file "R-")))
(org-babel-eval org-babel-R-command
(format org-babel-R-write-object-command
(if row-names-p "TRUE" "FALSE")
(if column-names-p
(if row-names-p "NA" "TRUE")
"FALSE")
(format "{function ()\n{\n%s\n}}()" body)
(org-babel-process-file-name tmp-file 'noquote)))
(org-babel-R-process-value-result
(org-babel-result-cond result-params
(with-temp-buffer
(insert-file-contents tmp-file)
(buffer-string))
(org-babel-import-elisp-from-file tmp-file '(16)))
column-names-p)))
(output (org-babel-eval org-babel-R-command body))))
(defvar ess-eval-visibly-p)
(defun org-babel-R-evaluate-session
(session body result-type result-params column-names-p row-names-p)
"Evaluate BODY in SESSION.
If RESULT-TYPE equals 'output then return standard output as a
string. If RESULT-TYPE equals 'value then return the value of the
last statement in BODY, as elisp."
(case result-type
(value
(with-temp-buffer
(insert (org-babel-chomp body))
(let ((ess-local-process-name
(process-name (get-buffer-process session)))
(ess-eval-visibly-p nil))
(ess-eval-buffer nil)))
(let ((tmp-file (org-babel-temp-file "R-")))
(org-babel-comint-eval-invisibly-and-wait-for-file
session tmp-file
(format org-babel-R-write-object-command
(if row-names-p "TRUE" "FALSE")
(if column-names-p
(if row-names-p "NA" "TRUE")
"FALSE")
".Last.value" (org-babel-process-file-name tmp-file 'noquote)))
(org-babel-R-process-value-result
(org-babel-result-cond result-params
(with-temp-buffer
(insert-file-contents tmp-file)
(buffer-string))
(org-babel-import-elisp-from-file tmp-file '(16)))
column-names-p)))
(output
(let* ((output-file (org-babel-temp-file "R-"))
(sentinel-file (concat output-file "-sentinel")))
(org-babel-comint-eval-invisibly-and-wait-for-file
session sentinel-file
(format
"
tryCatch(.org.eval.result <- evaluate(%S, new_device = FALSE, stop_on_error = 0L),
finally = {
capture.output(
withCallingHandlers(
replay(Filter(function (x) !inherits(x, \"source\"),
.org.eval.result)),
message = function (x) {
cat(x$message);
invokeRestart(\"muffleMessage\")
}),
file=%S)
file.create(%S)
})
"
(org-babel-chomp body)
output-file
sentinel-file))
(with-temp-buffer
(insert-file-contents output-file)
(goto-char (point-min))
(flush-lines "^$")
(delete-trailing-whitespace)
(buffer-string))))))
(defun org-babel-R-process-value-result (result column-names-p)
"R-specific processing of return value.
Insert hline if column names in output have been requested."
(if column-names-p
(cons (car result) (cons 'hline (cdr result)))
result))
(provide 'ob-R)
;;; ob-R.el ends here
|