从另一个包导入S3方法

Question

I'm trying to import a S3 method, predict from another package pls . I have a function which uses these predicted values. The problem is, when compiling the package:

Error : object 'predict' is not exported by 'namespace:pls'

I've put together this Gist as a minimal example which highlights my problem and contains the following R file:

#' Test function
#' 
#' @importFrom pls predict
#' 
#' @export

myfunc <- function(x){
  stopifnot(class(x) == "mvr")
  predict(x)*2
}

Answer 1

To summarise this as the original (below) is now out-dated and in places erroneous or misleading.

The proximal issue is that there is no function named predict in the pls package; there are some unexported S3 methods for predict but no such predict . So you can't import this. The predict generic lives in the stats package and you'll need to import from there as discussed below.

Your package needs to have Depends: pls in the DESCRIPTION in order for the correct predict method to be available to R. There's nothing in pls that you can specifically import.

You also need to import the predict generic from the stats namespace, so add

#' @importFrom stats predict

as that will import the generic in you packages namespace. You will also want to add Imports: stats to your DESCRIPTION file to indicate that you need the stats package; previously we didn't have to declare dependencies on the set of base packages shipped with R (ie the non-Recommended ones that ship with R).

---

Original

The main issue here is the pls doesn't define a function/method predict . It provides several methods for the predict generic, but not the generic itself.

You need to import the generic from the stats package, if you need it - I'm not sure you do as you aren't creating a function that needs or builds on the generic. At the minimum you'll need

#' @importFrom stats predict

though you may need/want to import the entire stats namespace - depends what your package does beyond the function your are currently working on.

The other issue is that predict.mvr is not exported from the pls namespace

> require(pls)
Loading required package: pls

Attaching package: ‘pls’

The following object(s) are masked from ‘package:stats’:

    loadings

> predict.mvr
Error: object 'predict.mvr' not found
> pls::predict.mvr
Error: 'predict.mvr' is not an exported object from 'namespace:pls'
> pls:::predict.mvr
function (object, newdata, ncomp = 1:object$ncomp, comps, type = c("response", 
    "scores"), na.action = na.pass, ...) 

As such you can't just import it. Hence your package needs to have Depends: pls in the DESCRIPTION in order for the correct predict method to be found.