如果包已经加载，那么在函数内部需要包的影响是什么？

Question

Are there any adverse effect to including library / require statements inside of functions that will be called very frequently?

The time used seems rather negligble, but I am calling the function every few minutes and I am wondering if there is any downside to the repetitve require calls?
note that the function is just a personal util and is not being shared. ie, I am the only one using it

Incidentally, any insight as to why library is half as slow as require ? I was under the impression they were synonymous.

  WithREQUIRE <- function(x) {
    require(stringr)
    str_detect(x, "hello")
  }

  WithLIBRARY <- function(x) {
    library(stringr)
    str_detect(x, "hello")
  }

  Without <- function(x) {
    str_detect(x, "hello")
  }

  x <- "goodbye"

  library(rbenchmark)
  benchmark(WithREQUIRE(x), WithLIBRARY(X), Without(x), replications=1e3, order="relative")

  #            test replications elapsed relative user.self sys.self
  #      Without(x)         1000   0.592    1.000     0.262    0.006
  #  WithREQUIRE(x)         1000   0.650    1.098     0.295    0.015
  #  WithLIBRARY(X)         1000   1.359    2.296     0.572    0.024

Answer 1

require checks whether the package is already loaded (on the search path)

using

loaded <- paste("package", package, sep = ":") %in% search()

and will only proceed with loading it if this is FALSE

library includes a similar test, but does a bit more stuff when this is TRUE (including creating a list of available packages.

require proceeds using a tryCatch call to library and will create a message .

So a single call to library or require when a package is not on the search path may result in library being faster

system.time(require(ggplot2))
## Loading required package: ggplot2
##   user  system elapsed 
##   0.08    0.00    0.47 
detach(package:ggplot2)
system.time(library(ggplot2))
##   user  system elapsed 
##   0.06    0.01    0.08

But, if the package is already loaded, then as you show, require is faster because it doesn't do much more than check the package is loaded.

The best solution would be to create a small package that imports stringr (or at least str_extract from stringr