R Datatable, apply a function to a subset of columns

问题:

I'm trying to apply a function to a group of columns in a large data.table without referring to each one individually.

a 

with the MWE above, this:

a[,b=as.numeric(b),with=F]

works, but this:

a[,b[2:3]:=data.table(as.numeric(b[2:3])),with=F]

doesn't work. What is the correct way to apply the as.numeric function to just columns 2 and 3 of a without referring to them individually.

(In the actual data set there are tens of columns so it would be impractical)

Thanks

回答1:

The idiomatic approach is to use .SD and .SDcols

You can force the RHS to be evaluated in the parent frame by wrapping in ()

a[, (b) := lapply(.SD, as.numeric), .SDcols = b]

For columns 2:3

a[, 2:3 := lapply(.SD, as.numeric), .SDcols = 2:3]

or

mysubset 

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