速度似乎有所不同,具体取决于您如何指定要从 data.table: x[, .(var)]vs 中选择的列x[, c('var')]。其原因可能是完全显而易见的,但是在帮助页面.(),list()和c()符号似乎可以互换使用。我使用相当大的数据集,所以这对我来说有点重要:-)
示例(调用顺序不影响速度):
x <- as.data.table(as.character(rnorm(20000000,1,0.5)))
setkey(x, V1)
tic(); x[, .(V1)]; toc()
25.08 sec elapsed
tic(); x[, c('V1')]; toc()
0.28 sec elapsed
tic(); x[, 1]; toc()
0.02 sec elapsed
> sessionInfo()
R version 3.6.1 (2019-07-05)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 18362)
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] tictoc_1.0 data.table_1.12.8
loaded via a namespace (and …Run Code Online (Sandbox Code Playgroud)