Parallelize a function

Usage

parallelize_fun(x, fun, cores = 1, export_fun = NULL, verbose = TRUE)

Arguments

x: A vector or list to apply over.
fun: The function to be applied to each element.
cores: The number of cores to use for parallelization with foreach::foreach. Default is 1.
export_fun: The functions to export the function to workers.
verbose: Logical value, default is TRUE. Whether to print progress messages.

Value

A list of computed results

Examples

parallelize_fun(1:3, function(x) {
  Sys.sleep(0.2)
  x^2
})
#> ℹ [2025-07-06 07:15:17] Using "1" core
#> ⠙ [2025-07-06 07:15:17] Running [1/3] ETA:  0s
#> ✔ [2025-07-06 07:15:17] Completed 3 tasks in 619ms
#> 
#> ℹ [2025-07-06 07:15:18] Building results
#> $`1`
#> [1] 1
#> 
#> $`2`
#> [1] 4
#> 
#> $`3`
#> [1] 9
#> 

parallelize_fun(list(1, 2, 3), function(x) {
  Sys.sleep(0.2)
  x^2
}, cores = 2)
#> ℹ [2025-07-06 07:15:18] Using "2" cores
#> ℹ [2025-07-06 07:15:18] Building results
#> $`1`
#> [1] 1
#> 
#> $`2`
#> [1] 9
#> 
#> $`3`
#> [1] 4
#>