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 blockcapture_message
/capture_warning
are meant for capturing messages/warnings into a useable listThe CRAN version:
Or the development version:
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$thrown_enough("one")
#> [1] FALSE
A simple function that throws messages
squared <- function(x) {
stopifnot(is.numeric(x))
y <- x^2
if (y > 20) message("woops, > than 20! check your numbers")
return(y)
}
foo <- function(x) {
vapply(x, function(z) squared(z), numeric(1))
}
bar <- function(x, times = 1) {
y <- ConditionKeeper$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(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
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
conditionz
in R doing citation(package = 'conditionz')