Is there an R timer or stopwatch function similar to MATLAB's tic/toc?
Direct equivalents of tic and toc do not exist.
Please see help(system.time)
as well as the R Extensions manual about profiling. Discussions of profiling and profiling tools is also in the 'Intro to HPC with R' slides referenced on the High Performance Computing with R taskview
There are plenty of profiling tools in R, as Dirk mentioned. If you want the simplicity of tic/toc, then you can do it in R too.
EDIT: I've cannibalised the garbage collection functionality from the MATLAB package, and tic
now lets you choose whether you are interested in total elapsed time or just the user time.
tic <- function(gcFirst = TRUE, type=c("elapsed", "user.self", "sys.self"))
{
type <- match.arg(type)
assign(".type", type, envir=baseenv())
if(gcFirst) gc(FALSE)
tic <- proc.time()[type]
assign(".tic", tic, envir=baseenv())
invisible(tic)
}
toc <- function()
{
type <- get(".type", envir=baseenv())
toc <- proc.time()[type]
tic <- get(".tic", envir=baseenv())
print(toc - tic)
invisible(toc)
}
Usage is, e.g., tic(); invisible(qr(matrix(runif(1e6), nrow=1e3))); toc()
There is a MATLAB emulation package matlab on CRAN. It has implementations of tic
and toc
(but they look very similar to the functions in Richie Cottons answer; "elapsed" is used instead of "user.self" in proc.time()
)
> tic
function (gcFirst = FALSE)
{
if (gcFirst == TRUE) {
gc(verbose = FALSE)
}
assign("savedTime", proc.time()[3], envir = .MatlabNamespaceEnv)
invisible()
}
<environment: namespace:matlab>
> toc
function (echo = TRUE)
{
prevTime <- get("savedTime", envir = .MatlabNamespaceEnv)
diffTimeSecs <- proc.time()[3] - prevTime
if (echo) {
cat(sprintf("elapsed time is %f seconds", diffTimeSecs),
"\n")
return(invisible())
}
else {
return(diffTimeSecs)
}
}
<environment: namespace:matlab>