select_all function

Select and rename a selection of variables

Select and rename a selection of variables

rename_if(), rename_at(), and rename_all() have been superseded by rename_with(). The matching select statements have been superseded by the combination of a select() + rename_with(). Any predicate functions passed as arguments to select() or rename_with() must be wrapped in where().

These functions were superseded because mutate_if() and friends were superseded by across(). select_if() and rename_if() already use tidy selection so they can't be replaced by across() and instead we need a new function.

select_all(.tbl, .funs = list(), ...) rename_all(.tbl, .funs = list(), ...) select_if(.tbl, .predicate, .funs = list(), ...) rename_if(.tbl, .predicate, .funs = list(), ...) select_at(.tbl, .vars, .funs = list(), ...) rename_at(.tbl, .vars, .funs = list(), ...)

Arguments

  • .tbl: A tbl object.
  • .funs: A function fun, a purrr style lambda ~ fun(.) or a list of either form.
  • ...: Additional arguments for the function calls in .funs. These are evaluated only once, with tidy dots support.
  • .predicate: A predicate function to be applied to the columns or a logical vector. The variables for which .predicate is or returns TRUE are selected. This argument is passed to rlang::as_function() and thus supports quosure-style lambda functions and strings representing function names.
  • .vars: A list of columns generated by vars(), a character vector of column names, a numeric vector of column positions, or NULL.

Examples

mtcars <- as_tibble(mtcars) # for nicer printing mtcars %>% rename_all(toupper) # -> mtcars %>% rename_with(toupper) # NB: the transformation comes first in rename_with is_whole <- function(x) all(floor(x) == x) mtcars %>% rename_if(is_whole, toupper) # -> mtcars %>% rename_with(toupper, where(is_whole)) mtcars %>% rename_at(vars(mpg:hp), toupper) # -> mtcars %>% rename_with(toupper, mpg:hp) # You now must select() and then rename mtcars %>% select_all(toupper) # -> mtcars %>% rename_with(toupper) # Selection drops unselected variables: mtcars %>% select_if(is_whole, toupper) # -> mtcars %>% select(where(is_whole)) %>% rename_with(toupper) mtcars %>% select_at(vars(-contains("ar"), starts_with("c")), toupper) # -> mtcars %>% select(!contains("ar") | starts_with("c")) %>% rename_with(toupper)
  • Maintainer: Hadley Wickham
  • License: MIT + file LICENSE
  • Last published: 2023-11-17