Control How Many Times Conditions are Thrown

Provides ability to control how many times in function calls conditions are thrown (shown to the user). Includes control of warnings and messages.

control how many times conditions are thrown

Package API:

handle_messages
handle_conditions
ConditionKeeper
handle_warnings
capture_message
capture_warning

Use cases for conditionz functions:

ConditionKeeper is what you want to use if you want to keep track of conditions inside a function being applied many times, either in a for loop or lapply style fashion.
handle_conditions/handle_messages/handle_warnings is what you want to use if the multiple conditions are happening within a single function or code block
capture_message/capture_warning are meant for capturing messages/warnings into a useable list

The CRAN version:

install.packages("conditionz")

Or the development version:

install.packages("devtools")
devtools::install_github("ropenscilabs/conditionz")

library("conditionz")

ConditionKeeper

ConditionKeeper is the internal R6 class that handles keeping track of conditions and lets us determine if conditions have been encountered, how many times, etc.

x <- ConditionKeeper$new(times = 4)
x
#> ConditionKeeper
#>  id: 6824b49c-be8f-4ba1-9acc-47115b6bccbb
#>  times: 4
#>  messages: 0
x$get_id()
#> [1] "6824b49c-be8f-4ba1-9acc-47115b6bccbb"
x$add("one")
x$add("two")
x
#> ConditionKeeper
#>  id: 6824b49c-be8f-4ba1-9acc-47115b6bccbb
#>  times: 4
#>  messages: 2
#>   one  two
x$thrown_already("one")
#> [1] TRUE
x$thrown_already("bears")
#> [1] FALSE
x$not_thrown_yet("bears")
#> [1] TRUE
 
x$add("two")
x$add("two")
x$add("two")
x$thrown_times("two")
#> [1] 4
x$thrown_enough("two")
#> [1] TRUE
x$thrown_enough("one")
#> [1] FALSE

basic usage

A simple function that throws messages

squared <- function(x) {
  stopifnot(is.numeric(x))
  y <- x^2
  if (y > 20) message("woops, > than 20! check your numbers")
  return(y)
}
foo <- function(x) {
  vapply(x, function(z) squared(z), numeric(1))
}
bar <- function(x, times = 1) {
  y <- ConditionKeeper$new(times = times)
  on.exit(y$purge())
  vapply(x, function(z) y$handle_conditions(squared(z)), numeric(1))
}

Running the function normally throws many messages

foo(1:10)
#> woops, > than 20! check your numbers
#> woops, > than 20! check your numbers
#> woops, > than 20! check your numbers
#> woops, > than 20! check your numbers
#> woops, > than 20! check your numbers
#> woops, > than 20! check your numbers
#>  [1]   1   4   9  16  25  36  49  64  81 100

Using in ConditionKeeper allows you to control how many messages are thrown

bar(x = 1:10)
#> woops, > than 20! check your numbers
#>  [1]   1   4   9  16  25  36  49  64  81 100

bar(1:10, times = 3)
#> woops, > than 20! check your numbers
#> 
#> woops, > than 20! check your numbers
#> 
#> woops, > than 20! check your numbers
#>  [1]   1   4   9  16  25  36  49  64  81 100

benchmark

definitely need to work on performance

library(microbenchmark)
microbenchmark::microbenchmark(
  normal = suppressMessages(foo(1:10)),
  with_conditionz = suppressMessages(bar(1:10)),
  times = 100
)
#> Unit: microseconds
#>             expr      min        lq      mean   median        uq      max
#>           normal  857.006  874.4165  989.1222  900.992  943.1775 2796.801
#>  with_conditionz 1906.543 1947.7495 2078.4096 1998.475 2132.5750 2729.156
#>  neval
#>    100
#>    100