How to delete a row by reference in data.table?
My question is related to assignment by reference versus copying in
data.table. I want to know if one can delete rows by reference, similar to
DT[ , someCol := NULL]
I want to know about
DT[someRow := NULL, ]
I guess there's a good reason for why this function doesn't exist, so maybe you could just point out a good alternative to the usual copying approach, as below. In particular, going with my favourite from example(data.table),
Say I want to delete the first row from this data.table. I know I can do this:
DT <- DT[-1, ]
but often we may want to avoid that, because we are copying the object (and that requires about 3*N memory, if N
object.size(DT), as pointed out here.
Now I found
set(DT, i, j, value). I know how to set specific values (like here: set all values in rows 1 and 2 and columns 2 and 3 to zero)
set(DT, 1:2, 2:3, 0) DT # x y v # [1,] a 0 0 # [2,] a 0 0 # [3,] a 6 3 # [4,] b 1 4 # [5,] b 3 5 # [6,] b 6 6 # [7,] c 1 7 # [8,] c 3 8 # [9,] c 6 9
But how can I erase the first two rows, say? Doing
set(DT, 1:2, 1:3, NULL)
sets the entire DT to NULL.
My SQL knowledge is very limited, so you guys tell me: given data.table uses SQL technology, is there an equivalent to the SQL command
DELETE FROM table_name WHERE some_column=some_value