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rglobalenvironmentassignassignment-operator

Assign multiple objects to .GlobalEnv from within a function


A post on here a day back has me wondering how to assign values to multiple objects in the global environment from within a function. This is my attempt using lapply (assign may be safer than <<- but I have never actually used it and am not familiar with it).

#fake data set
df <- data.frame(
  x.2=rnorm(25),
  y.2=rnorm(25),
  g=rep(factor(LETTERS[1:5]), 5)
)

#split it into a list of data frames
LIST <- split(df, df$g)

#pre-allot 5 objects in R with class data.frame()
V <- W <- X <- Y <- Z <- data.frame()

#attempt to assign the data frames in the LIST to the objects just created
lapply(seq_along(LIST), function(x) c(V, W, X, Y, Z)[x] <<- LIST[[x]])

Please feel free to shorten any/all parts of my code to make this work (or work better/faster).


Solution

  • Update of 2018-10-10:

    The most succinct way to carry out this specific task is to use list2env() like so:

    ## Create an example list of five data.frames
    df <- data.frame(x = rnorm(25),
                     g = rep(factor(LETTERS[1:5]), 5))
    LIST <- split(df, df$g)
    
    ## Assign them to the global environment
    list2env(LIST, envir = .GlobalEnv)
    
    ## Check that it worked
    ls()
    ## [1] "A"    "B"    "C"    "D"    "df"   "E"    "LIST"
    

    Original answer, demonstrating use of assign()

    You're right that assign() is the right tool for the job. Its envir argument gives you precise control over where assignment takes place -- control that is not available with either <- or <<-.

    So, for example, to assign the value of X to an object named NAME in the the global environment, you would do:

    assign("NAME", X, envir = .GlobalEnv)
    

    In your case:

    df <- data.frame(x = rnorm(25),
                     g = rep(factor(LETTERS[1:5]), 5))
    LIST <- split(df, df$g)
    NAMES <- c("V", "W", "X", "Y", "Z")
    
    lapply(seq_along(LIST), 
           function(x) {
               assign(NAMES[x], LIST[[x]], envir=.GlobalEnv)
            }
    )
    
    ls()
    [1] "df"    "LIST"  "NAMES" "V"     "W"     "X"     "Y"     "Z"