Changing cloning behavior in R6 classes

Question

Suppose I have an R6 class and one of it's elements is an external pointer pointing to some C++ object.

So I have something like this:

myClass <- R6::R6Class(
  "myClass", 
  public = list(
    xp = NULL,
    initialize = function(x) {
      self$xp = cpp_fun_that_returns_a_pointer(x)
    }
  )
)

If I use myclass$clone() it will still point to the same myclass$xp . This will also happen if I do myclass$clone(deep = TRUE) since it doesn't know how to clone in the C++ side.

In this case I could use a custom deep_clone method...

But since in my use case it will always be wrong to clone the class without deep cloning it, I am wondering if it is possible to change the behavior of clone directly.

I tried just creating a clone() method and it's not allowed by R6.

Error in R6::R6Class("tensor", cloneable = FALSE, private = list(xp = NULL),  : 
  Cannot add a member with reserved name 'clone'.

Answer 1

You can define a custom clone() method if you use cloneable = FALSE . I'm not sure what all you're doing with XPtr s, so I'll demonstrate a slightly simpler example:

# Set up the R6 class, making sure to set cloneable to FALSE
myClass <- R6::R6Class(
    "myClass", 
    public = list(
        xp = NULL,
        initialize = function(x = 1:3) {
            self$xp = x
        }
    ),
    cloneable = FALSE
)
# Set the clone method
myClass$set("public", "clone", function() {
    print("This is a custom clone method!") # Test print statement
    myClass$new(self$xp)
})
# Make a new myClass object
a <- myClass$new(x = 4:6)
# Examine it
a
#> <myClass>
#>   Public:
#>     clone: function () 
#>     initialize: function (x = 1:3) 
#>     xp: 4 5 6
# Clone it
b <- a$clone()
#> [1] "This is a custom clone method!"
# We see the test print statement was printed!
# Let's check out b:
b
#> <myClass>
#>   Public:
#>     clone: function () 
#>     initialize: function (x = 1:3) 
#>     xp: 4 5 6

^{Created on 2019-02-05 by the reprex package (v0.2.1)}