Here is a simple, reproducible example:
fobj1 <- function(a, b) {
list(a)
}
make1 <- function() {
data <- data.table::data.table(1:1e8)
a <- 1; b <- 2
fobj1(a, b)
}
tmp <- make1()
print(object.size(serialize(tmp, connection = NULL)), units = 'Kb')
fobj2 <- function(a, b) {
f <- function() {NULL}
list(a, b, 'f' = f)
}
make2 <- function() {
data <- data.table::data.table(1:1e8)
a <- 1; b <- 2
fobj2(a, b)
}
tmp <- make2()
print(object.size(serialize(tmp, connection = NULL)), units = 'Kb')
fobj3 <- function(a, b) {
f <- function() {NULL}
list(a, 'f' = f)
}
make3 <- function() {
data <- data.table::data.table(1:1e8)
a <- 1; b <- 2
fobj3(a, b)
}
tmp <- make3()
print(object.size(serialize(tmp, connection = NULL)), units = 'Kb')
If I source this, the outcome is:
0.1 Kb
22.6 Kb
390647.9 Kb
Apparently, data is taken somehow as a reference of the list in the last example. And the reason is that I haven't specified all the function arguments in the list()! Weird?!?
Can someone reproduce and explain?
data.table version: data.table_1.12.4
R version 3.6.1 (2019-07-05)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows >= 8 x64 (build 9200)