Use dplyr verbs, as well as custom ones, to build data.table expressions. Check the vignette for more information.
Essence
The basic idea is to parse the input from all the verbs and create a single expression that, after evaluation, simply delegates all the actual computations to data.table, letting it handle all optimizations as usual.
# the expression is what matters here, input is left empty
data.table() %>%
start_expr %>%
select(col) %>%
where(var == val) %>%
order_by(v)
#> .DT_[var == val, list(col)][order(v)]The input data.table is always assigned in the evaluation’s environment as the .DT_ pronoun
In many cases character input can also be supported, which could be useful for other packages that use data.table.
License
Mozilla Public License Version 2.0
This software package was developed independently of any organization or institution that is or has been associated with the author.
