Files
shiny/R/utils.R
2014-04-03 19:37:45 -07:00

668 lines
22 KiB
R

#' Make a random number generator repeatable
#'
#' Given a function that generates random data, returns a wrapped version of
#' that function that always uses the same seed when called. The seed to use can
#' be passed in explicitly if desired; otherwise, a random number is used.
#'
#' @param rngfunc The function that is affected by the R session's seed.
#' @param seed The seed to set every time the resulting function is called.
#' @return A repeatable version of the function that was passed in.
#'
#' @note When called, the returned function attempts to preserve the R session's
#' current seed by snapshotting and restoring
#' \code{\link[base]{.Random.seed}}.
#'
#' @examples
#' rnormA <- repeatable(rnorm)
#' rnormB <- repeatable(rnorm)
#' rnormA(3) # [1] 1.8285879 -0.7468041 -0.4639111
#' rnormA(3) # [1] 1.8285879 -0.7468041 -0.4639111
#' rnormA(5) # [1] 1.8285879 -0.7468041 -0.4639111 -1.6510126 -1.4686924
#' rnormB(5) # [1] -0.7946034 0.2568374 -0.6567597 1.2451387 -0.8375699
#'
#' @export
repeatable <- function(rngfunc, seed = runif(1, 0, .Machine$integer.max)) {
force(seed)
function(...) {
# When we exit, restore the seed to its original state
if (exists('.Random.seed', where=globalenv())) {
currentSeed <- get('.Random.seed', pos=globalenv())
on.exit(assign('.Random.seed', currentSeed, pos=globalenv()))
}
else {
on.exit(rm('.Random.seed', pos=globalenv()))
}
set.seed(seed)
rngfunc(...)
}
}
`%OR%` <- function(x, y) {
if (is.null(x) || isTRUE(is.na(x)))
y
else
x
}
`%AND%` <- function(x, y) {
if (!is.null(x) && !is.na(x))
if (!is.null(y) && !is.na(y))
return(y)
return(NULL)
}
`%.%` <- function(x, y) {
paste(x, y, sep='')
}
# Given a vector or list, drop all the NULL items in it
dropNulls <- function(x) {
x[!vapply(x, is.null, FUN.VALUE=logical(1))]
}
nullOrEmpty <- function(x) {
is.null(x) || length(x) == 0
}
# Given a vector or list, drop all the NULL items in it
dropNullsOrEmpty <- function(x) {
x[!vapply(x, nullOrEmpty, FUN.VALUE=logical(1))]
}
# Combine dir and (file)name into a file path. If a file already exists with a
# name differing only by case, then use it instead.
file.path.ci <- function(dir, name) {
default <- file.path(dir, name)
if (file.exists(default))
return(default)
if (!file.exists(dir))
return(default)
matches <- list.files(dir, name, ignore.case=TRUE, full.names=TRUE,
include.dirs=TRUE)
if (length(matches) == 0)
return(default)
return(matches[[1]])
}
# Attempt to join a path and relative path, and turn the result into a
# (normalized) absolute path. The result will only be returned if it is an
# existing file/directory and is a descendant of dir.
#
# Example:
# resolve("/Users/jcheng", "shiny") # "/Users/jcheng/shiny"
# resolve("/Users/jcheng", "./shiny") # "/Users/jcheng/shiny"
# resolve("/Users/jcheng", "shiny/../shiny/") # "/Users/jcheng/shiny"
# resolve("/Users/jcheng", ".") # NULL
# resolve("/Users/jcheng", "..") # NULL
# resolve("/Users/jcheng", "shiny/..") # NULL
resolve <- function(dir, relpath) {
abs.path <- file.path(dir, relpath)
if (!file.exists(abs.path))
return(NULL)
abs.path <- normalizePath(abs.path, winslash='/', mustWork=TRUE)
dir <- normalizePath(dir, winslash='/', mustWork=TRUE)
# trim the possible trailing slash under Windows (#306)
if (.Platform$OS.type == 'windows') dir <- sub('/$', '', dir)
if (nchar(abs.path) <= nchar(dir) + 1)
return(NULL)
if (substr(abs.path, 1, nchar(dir)) != dir ||
substr(abs.path, nchar(dir)+1, nchar(dir)+1) != '/') {
return(NULL)
}
return(abs.path)
}
# This is a wrapper for download.file and has the same interface.
# The only difference is that, if the protocol is https, it changes the
# download settings, depending on platform.
download <- function(url, ...) {
# First, check protocol. If http or https, check platform:
if (grepl('^https?://', url)) {
# If Windows, call setInternet2, then use download.file with defaults.
if (.Platform$OS.type == "windows") {
# If we directly use setInternet2, R CMD CHECK gives a Note on Mac/Linux
mySI2 <- `::`(utils, 'setInternet2')
# Store initial settings
internet2_start <- mySI2(NA)
on.exit(mySI2(internet2_start))
# Needed for https
mySI2(TRUE)
download.file(url, ...)
} else {
# If non-Windows, check for curl/wget/lynx, then call download.file with
# appropriate method.
if (nzchar(Sys.which("wget")[1])) {
method <- "wget"
} else if (nzchar(Sys.which("curl")[1])) {
method <- "curl"
# curl needs to add a -L option to follow redirects.
# Save the original options and restore when we exit.
orig_extra_options <- getOption("download.file.extra")
on.exit(options(download.file.extra = orig_extra_options))
options(download.file.extra = paste("-L", orig_extra_options))
} else if (nzchar(Sys.which("lynx")[1])) {
method <- "lynx"
} else {
stop("no download method found")
}
download.file(url, method = method, ...)
}
} else {
download.file(url, ...)
}
}
knownContentTypes <- Map$new()
knownContentTypes$mset(
html='text/html; charset=UTF-8',
htm='text/html; charset=UTF-8',
js='text/javascript',
css='text/css',
png='image/png',
jpg='image/jpeg',
jpeg='image/jpeg',
gif='image/gif',
svg='image/svg+xml',
txt='text/plain',
pdf='application/pdf',
ps='application/postscript',
xml='application/xml',
m3u='audio/x-mpegurl',
m4a='audio/mp4a-latm',
m4b='audio/mp4a-latm',
m4p='audio/mp4a-latm',
mp3='audio/mpeg',
wav='audio/x-wav',
m4u='video/vnd.mpegurl',
m4v='video/x-m4v',
mp4='video/mp4',
mpeg='video/mpeg',
mpg='video/mpeg',
avi='video/x-msvideo',
mov='video/quicktime',
ogg='application/ogg',
swf='application/x-shockwave-flash',
doc='application/msword',
xls='application/vnd.ms-excel',
ppt='application/vnd.ms-powerpoint',
xlsx='application/vnd.openxmlformats-officedocument.spreadsheetml.sheet',
xltx='application/vnd.openxmlformats-officedocument.spreadsheetml.template',
potx='application/vnd.openxmlformats-officedocument.presentationml.template',
ppsx='application/vnd.openxmlformats-officedocument.presentationml.slideshow',
pptx='application/vnd.openxmlformats-officedocument.presentationml.presentation',
sldx='application/vnd.openxmlformats-officedocument.presentationml.slide',
docx='application/vnd.openxmlformats-officedocument.wordprocessingml.document',
dotx='application/vnd.openxmlformats-officedocument.wordprocessingml.template',
xlam='application/vnd.ms-excel.addin.macroEnabled.12',
xlsb='application/vnd.ms-excel.sheet.binary.macroEnabled.12')
getContentType <- function(ext, defaultType='application/octet-stream') {
knownContentTypes$get(tolower(ext)) %OR% defaultType
}
# Create a zero-arg function from a quoted expression and environment
# @examples
# makeFunction(body=quote(print(3)))
makeFunction <- function(args = pairlist(), body, env = parent.frame()) {
eval(call("function", args, body), env)
}
#' Convert an expression to a function
#'
#' This is to be called from another function, because it will attempt to get
#' an unquoted expression from two calls back.
#'
#' If expr is a quoted expression, then this just converts it to a function.
#' If expr is a function, then this simply returns expr (and prints a
#' deprecation message).
#' If expr was a non-quoted expression from two calls back, then this will
#' quote the original expression and convert it to a function.
#
#' @param expr A quoted or unquoted expression, or a function.
#' @param env The desired environment for the function. Defaults to the
#' calling environment two steps back.
#' @param quoted Is the expression quoted?
#' @param caller_offset If specified, the offset in the callstack of the
#' functiont to be treated as the caller.
#'
#' @examples
#' # Example of a new renderer, similar to renderText
#' # This is something that toolkit authors will do
#' renderTriple <- function(expr, env=parent.frame(), quoted=FALSE) {
#' # Convert expr to a function
#' func <- shiny::exprToFunction(expr, env, quoted)
#'
#' function() {
#' value <- func()
#' paste(rep(value, 3), collapse=", ")
#' }
#' }
#'
#'
#' # Example of using the renderer.
#' # This is something that app authors will do.
#' values <- reactiveValues(A="text")
#'
#' \dontrun{
#' # Create an output object
#' output$tripleA <- renderTriple({
#' values$A
#' })
#' }
#'
#' # At the R console, you can experiment with the renderer using isolate()
#' tripleA <- renderTriple({
#' values$A
#' })
#'
#' isolate(tripleA())
#' # "text, text, text"
#'
#' @export
exprToFunction <- function(expr, env=parent.frame(2), quoted=FALSE,
caller_offset=1) {
# Get the quoted expr from two calls back
expr_sub <- eval(substitute(substitute(expr)), parent.frame(caller_offset))
# Check if expr is a function, making sure not to evaluate expr, in case it
# is actually an unquoted expression.
# If expr is a single token, then indexing with [[ will error; if it has multiple
# tokens, then [[ works. In the former case it will be a name object; in the
# latter, it will be a language object.
if (!is.null(expr_sub) && !is.name(expr_sub) && expr_sub[[1]] == as.name('function')) {
# Get name of function that called this function
called_fun <- sys.call(-1 * caller_offset)[[1]]
shinyDeprecated(msg = paste("Passing functions to '", called_fun,
"' is deprecated. Please use expressions instead. See ?", called_fun,
" for more information.", sep=""))
return(expr)
}
if (quoted) {
# expr is a quoted expression
makeFunction(body=expr, env=env)
} else {
# expr is an unquoted expression
makeFunction(body=expr_sub, env=env)
}
}
#' Install an expression as a function
#'
#' Installs an expression in the given environment as a function, and registers
#' debug hooks so that breakpoints may be set in the function.
#'
#' This function can replace \code{exprToFunction} as follows: we may use
#' \code{func <- exprToFunction(expr)} if we do not want the debug hooks, or
#' \code{installExprFunction(expr, "func")} if we do. Both approaches create a
#' function named \code{func} in the current environment.
#'
#' @seealso Wraps \code{\link{exprToFunction}}; see that method's documentation
#' for more documentation and examples.
#'
#' @param expr A quoted or unquoted expression
#' @param name The name the function should be given
#' @param eval.env The desired environment for the function. Defaults to the
#' calling environment two steps back.
#' @param quoted Is the expression quoted?
#' @param assign.env The environment in which the function should be assigned.
#' @param label A label for the object to be shown in the debugger. Defaults to
#' the name of the calling function.
#'
#' @export
installExprFunction <- function(expr, name, eval.env = parent.frame(2),
quoted = FALSE,
assign.env = parent.frame(1),
label = as.character(sys.call(-1)[[1]])) {
func <- exprToFunction(expr, eval.env, quoted, 2)
assign(name, func, envir = assign.env)
registerDebugHook(name, assign.env, label)
}
#' Parse a GET query string from a URL
#'
#' Returns a named character vector of key-value pairs.
#'
#' @param str The query string. It can have a leading \code{"?"} or not.
#' @export
#' @examples
#' parseQueryString("?foo=1&bar=b%20a%20r")
#'
#' \dontrun{
#' # Example of usage within a Shiny app
#' shinyServer(function(input, output, clientData) {
#'
#' output$queryText <- renderText({
#' query <- parseQueryString(clientData$url_search)
#'
#' # Ways of accessing the values
#' if (as.numeric(query$foo) == 1) {
#' # Do something
#' }
#' if (query[["bar"]] == "targetstring") {
#' # Do something else
#' }
#'
#' # Return a string with key-value pairs
#' paste(names(query), query, sep = "=", collapse=", ")
#' })
#' })
#' }
#'
parseQueryString <- function(str) {
if (is.null(str) || nchar(str) == 0)
return(list())
# Remove leading ?
if (substr(str, 1, 1) == '?')
str <- substr(str, 2, nchar(str))
pairs <- strsplit(str, '&', fixed = TRUE)[[1]]
pairs <- strsplit(pairs, '=', fixed = TRUE)
keys <- vapply(pairs, function(x) x[1], FUN.VALUE = character(1))
values <- vapply(pairs, function(x) x[2], FUN.VALUE = character(1))
# Replace NA with '', so they don't get converted to 'NA' by URLdecode
values[is.na(values)] <- ''
# Convert "+" to " ", since URLdecode doesn't do it
keys <- gsub('+', ' ', keys, fixed = TRUE)
values <- gsub('+', ' ', values, fixed = TRUE)
keys <- vapply(keys, function(x) URLdecode(x), FUN.VALUE = character(1))
values <- vapply(values, function(x) URLdecode(x), FUN.VALUE = character(1))
setNames(as.list(values), keys)
}
# decide what to do in case of errors; it is customizable using the shiny.error
# option (e.g. we can set options(shiny.error = recover))
shinyCallingHandlers <- function(expr) {
withCallingHandlers(expr, error = function(e) {
handle <- getOption('shiny.error')
if (is.function(handle)) handle()
})
}
#' Print message for deprecated functions in Shiny
#'
#' To disable these messages, use \code{options(shiny.deprecation.messages=FALSE)}.
#'
#' @param new Name of replacement function.
#' @param msg Message to print. If used, this will override the default message.
#' @param old Name of deprecated function.
shinyDeprecated <- function(new=NULL, msg=NULL,
old=as.character(sys.call(sys.parent()))[1L]) {
if (getOption("shiny.deprecation.messages", default=TRUE) == FALSE)
return(invisible())
if (is.null(msg)) {
msg <- paste(old, "is deprecated.")
if (!is.null(new))
msg <- paste(msg, "Please use", new, "instead.",
"To disable this message, run options(shiny.deprecation.messages=FALSE)")
}
# Similar to .Deprecated(), but print a message instead of warning
message(msg)
}
#' Register a function with the debugger (if one is active).
#'
#' Call this function after exprToFunction to give any active debugger a hook
#' to set and clear breakpoints in the function. A debugger may implement
#' registerShinyDebugHook to receive callbacks when Shiny functions are
#' instantiated at runtime.
#'
#' @param name Name of the field or object containing the function.
#' @param where The reference object or environment containing the function.
#' @param label A label to display on the function in the debugger.
#' @noRd
registerDebugHook <- function(name, where, label) {
if (exists("registerShinyDebugHook", mode = "function")) {
registerShinyDebugHook <- get("registerShinyDebugHook", mode = "function")
params <- new.env(parent = emptyenv())
params$name <- name
params$where <- where
params$label <- label
registerShinyDebugHook(params)
}
}
Callbacks <- setRefClass(
'Callbacks',
fields = list(
.nextId = 'integer',
.callbacks = 'Map'
),
methods = list(
initialize = function() {
.nextId <<- as.integer(.Machine$integer.max)
},
register = function(callback) {
id <- as.character(.nextId)
.nextId <<- .nextId - 1L
.callbacks$set(id, callback)
return(function() {
.callbacks$remove(id)
})
},
invoke = function(..., onError=NULL) {
for (callback in .callbacks$values()) {
if (is.null(onError)) {
callback(...)
} else {
tryCatch(callback(...), error = onError)
}
}
},
count = function() {
.callbacks$size()
}
)
)
# convert a data frame to JSON as required by DataTables request
dataTablesJSON <- function(data, query) {
n <- nrow(data)
with(parseQueryString(query), {
useRegex <- function(j, envir = parent.frame()) {
# FIXME: bRegex is not part of the query string yet (DataTables 1.9.4)
return(TRUE)
ex <- getExists(
if (missing(j)) 'bRegex' else sprintf('bRegex_%s', j), 'character', envir
)
is.null(ex) || ex == 'true'
}
# global searching
i <- seq_len(n)
sSearch <- getExists('sSearch', 'character')
if (length(sSearch) && nzchar(sSearch)) {
bRegex <- useRegex()
i0 <- apply(data, 2, function(x) grep(sSearch, as.character(x), fixed = !bRegex))
i <- intersect(i, unique(unlist(i0)))
}
# search by columns
if (length(i)) for (j in seq_len(as.integer(iColumns)) - 1) {
if (is.null(s <- getExists(sprintf('bSearchable_%d', j), 'character')) ||
s == "0" || s == "false") next # the j-th column is not searchable
if (is.null(k <- getExists(sprintf('sSearch_%d', j), 'character'))) next
if (nzchar(k)) {
dj <- data[, j + 1]
r <- commaToRange(k)
ij <- if (length(r) == 2 && is.numeric(dj)) {
which(dj >= r[1] & dj <= r[2])
} else {
grep(k, as.character(dj), fixed = !useRegex(j))
}
i <- intersect(ij, i)
}
if (length(i) == 0) break
}
if (length(i) != n) data <- data[i, , drop = FALSE]
# sorting
oList <- list()
for (j in seq_len(as.integer(iSortingCols)) - 1) {
if (is.null(k <- getExists(sprintf('iSortCol_%d', j), 'character'))) break
desc <- getExists(sprintf('sSortDir_%d', j), 'character')
if (is.character(desc)) {
col <- data[, as.integer(k) + 1]
oList[[length(oList) + 1]] <- (if (desc == 'asc') identity else `-`)(
if (is.numeric(col)) col else xtfrm(col)
)
}
}
if (length(oList)) {
i <- do.call(order, oList)
data <- data[i, , drop = FALSE]
}
# paging
if (iDisplayLength != '-1') {
i <- seq(as.integer(iDisplayStart) + 1L, length.out = as.integer(iDisplayLength))
i <- i[i <= nrow(data)]
fdata <- data[i, , drop = FALSE] # filtered data
} else fdata <- data
fdata <- unname(as.matrix(fdata))
if (nrow(fdata) == 0) fdata <- list()
toJSON(list(
sEcho = as.integer(sEcho),
iTotalRecords = n,
iTotalDisplayRecords = nrow(data),
aaData = fdata
))
})
}
getExists <- function(x, mode, envir = parent.frame()) {
if (exists(x, envir = envir, mode = mode, inherits = FALSE))
get(x, envir = envir, mode = mode, inherits = FALSE)
}
# convert a string of the form "lower,upper" to c(lower, upper)
commaToRange <- function(string) {
if (!grepl(',', string)) return()
r <- strsplit(string, ',')[[1]]
if (length(r) > 2) return()
if (length(r) == 1) r <- c(r, '') # lower,
r <- as.numeric(r)
if (is.na(r[1])) r[1] <- -Inf
if (is.na(r[2])) r[2] <- Inf
r
}
# for options passed to DataTables/Selectize/..., the options of the class AsIs
# will be evaluated as literal JavaScript code
checkAsIs <- function(options) {
evalOptions <- if (length(options)) {
nms <- names(options)
i <- unlist(lapply(options, function(x) {
is.character(x) && inherits(x, 'AsIs')
}))
if (any(i)) {
# must convert to character, otherwise toJSON() turns it to an array []
options[i] <- lapply(options[i], paste, collapse = '\n')
nms[i] # options of these names will be evaluated in JS
}
}
list(options = options, eval = evalOptions)
}
srcrefFromShinyCall <- function(expr) {
srcrefs <- attr(expr, "srcref")
num_exprs <- length(srcrefs)
if (num_exprs < 1)
return(NULL)
c(srcrefs[[1]][1], srcrefs[[1]][2],
srcrefs[[num_exprs]][3], srcrefs[[num_exprs]][4],
srcrefs[[1]][5], srcrefs[[num_exprs]][6])
}
# Indicates whether the given querystring should cause the associated request
# to be handled in showcase mode. Returns the showcase mode if set, or NULL
# if no showcase mode is set.
showcaseModeOfQuerystring <- function(querystring) {
if (nchar(querystring) > 0) {
qs <- parseQueryString(querystring)
if (exists("showcase", where = qs)) {
return(as.numeric(qs$showcase))
}
}
return(NULL)
}
showcaseModeOfReq <- function(req) {
showcaseModeOfQuerystring(req$QUERY_STRING)
}
# Returns (just) the filename containing the given source reference, or an
# empty string if the source reference doesn't include file information.
srcFileOfRef <- function(srcref) {
fileEnv <- attr(srcref, "srcfile")
# The 'srcfile' attribute should be a non-null environment containing the
# variable 'filename', which gives the full path to the source file.
if (!is.null(fileEnv) &&
is.environment(fileEnv) &&
exists("filename", where = fileEnv))
basename(fileEnv[["filename"]])
else
""
}
# Format a number without sci notation, and keep as many digits as possible (do
# we really need to go beyond 15 digits?)
formatNoSci <- function(x) {
if (is.null(x)) return(NULL)
format(x, scientific = FALSE, digits = 15)
}
# Returns a function that calls the given func and caches the result for
# subsequent calls, unless the given file's mtime changes.
cachedFuncWithFile <- function(dir, file, func, case.sensitive = FALSE) {
dir <- normalizePath(dir, TRUE)
mtime <- NA
value <- NULL
function(...) {
fname <- if (case.sensitive)
file.path(dir, file)
else
file.path.ci(dir, file)
now <- file.info(fname)$mtime
if (!identical(mtime, now)) {
value <<- func(...)
mtime <<- now
}
value
}
}
# Returns a function that sources the file and caches the result for subsequent
# calls, unless the file's mtime changes.
cachedSource <- function(dir, file, case.sensitive = FALSE) {
dir <- normalizePath(dir, TRUE)
cachedFuncWithFile(dir, file, function(...) {
fname <- if (case.sensitive)
file.path(dir, file)
else
file.path.ci(dir, file)
if (file.exists(fname))
return(source(fname, ...))
else
return(NULL)
})
}