R: Make a random number generator repeatable
repeatable R Documentation
Make a random number generator repeatable
Description
Given a function that generates random data, returns a wrapped version of
that function that always uses the same seed when called. The seed to use can
be passed in explicitly if desired; otherwise, a random number is used.
Usage
repeatable(rngfunc, seed = stats::runif(1, 0, .Machine$integer.max))
Arguments
rngfunc
The function that is affected by the R session's seed.
seed
The seed to set every time the resulting function is called.
Value
A repeatable version of the function that was passed in.
Note
When called, the returned function attempts to preserve the R session's
current seed by snapshotting and restoring
.Random.seed
.
Examples
rnormA <- repeatable(rnorm)
rnormB <- repeatable(rnorm)
rnormA(3) # [1] 1.8285879 -0.7468041 -0.4639111
rnormA(3) # [1] 1.8285879 -0.7468041 -0.4639111
rnormA(5) # [1] 1.8285879 -0.7468041 -0.4639111 -1.6510126 -1.4686924
rnormB(5) # [1] -0.7946034 0.2568374 -0.6567597 1.2451387 -0.8375699
Results