I\'m trying to subset a dataset by selecting some columns from a data.table. However, my code does not work with some variations.
Here is a sample data.table
On recent versions of data.table, numbers can be used in j to specify columns. This behaviour includes formats such as DT[,1:2] to specify a numeric range of columns. (Note that this syntax does not work on older versions of data.table).
So why does DT[ , 1:2] work, but DT[ , seq(1:2)] does not? The answer is buried in the code for data.table:::[.data.table, which includes the lines:
if (!missing(j)) {
jsub = replace_dot_alias(substitute(j))
root = if (is.call(jsub))
as.character(jsub[[1L]])[1L]
else ""
if (root == ":" || (root %chin% c("-", "!") && is.call(jsub[[2L]]) &&
jsub[[2L]][[1L]] == "(" && is.call(jsub[[2L]][[2L]]) &&
jsub[[2L]][[2L]][[1L]] == ":") || (!length(all.vars(jsub)) &&
root %chin% c("", "c", "paste", "paste0", "-", "!") &&
missing(by))) {
with = FALSE
}
We can see here that data.table is automatically setting the with = FALSE parameter for you when it detects the use of function : in j. It doesn't have the same functionality built in for seq, so we have to specify with = FALSE ourselves if we want to use the seq syntax.
DT[ , seq(1:2), with = FALSE]