Replace GLOBAL_RNG by default_rng()

Author: juliohm

src/transforms/projectionpursuit.jl

@@ -3,7 +3,7 @@
 # ------------------------------------------------------------------
 
 """
-    ProjectionPursuit(; tol=1e-6, maxiter=100, deg=5, perc=0.9, n=100, rng=Random.GLOBAL_RNG)
+    ProjectionPursuit(; tol=1e-6, maxiter=100, deg=5, perc=0.9, n=100, rng=Random.default_rng())
 
 The projection pursuit multivariate transform converts any multivariate distribution into
 the standard multivariate Gaussian distribution.
@@ -44,7 +44,7 @@ struct ProjectionPursuit{T,RNG} <: StatelessFeatureTransform
   rng::RNG
 end
 
-ProjectionPursuit(; tol=1e-6, maxiter=100, deg=5, perc=0.9, n=100, rng=Random.GLOBAL_RNG) =
+ProjectionPursuit(; tol=1e-6, maxiter=100, deg=5, perc=0.9, n=100, rng=Random.default_rng()) =
   ProjectionPursuit{typeof(tol),typeof(rng)}(tol, maxiter, deg, perc, n, rng)
 
 assertions(::ProjectionPursuit) = [scitypeassert(Continuous)]

src/transforms/sample.jl

@@ -3,7 +3,7 @@
 # ------------------------------------------------------------------
 
 """
-    Sample(size, [weights]; replace=true, ordered=false, rng=GLOBAL_RNG)
+    Sample(size, [weights]; replace=true, ordered=false, rng=default_rng())
 
 Sample `size` rows of table using `weights` with or without replacement depending
 on the option `replace`. The option `ordered` can be used to return samples in
@@ -33,9 +33,9 @@ struct Sample{W,RNG} <: StatelessFeatureTransform
   rng::RNG
 end
 
-Sample(size::Int; replace=false, ordered=false, rng=Random.GLOBAL_RNG) = Sample(size, nothing, replace, ordered, rng)
+Sample(size::Int; replace=false, ordered=false, rng=Random.default_rng()) = Sample(size, nothing, replace, ordered, rng)
 
-Sample(size::Int, weights::AbstractWeights; replace=false, ordered=false, rng=Random.GLOBAL_RNG) =
+Sample(size::Int, weights::AbstractWeights; replace=false, ordered=false, rng=Random.default_rng()) =
   Sample(size, weights, replace, ordered, rng)
 
 Sample(size::Int, weights; kwargs...) = Sample(size, Weights(collect(weights)); kwargs...)

test/shows.jl

@@ -133,7 +133,7 @@
 
     # compact mode
     iostr = sprint(show, T)
-    @test iostr == "Sample(30, nothing, false, true, Random._GLOBAL_RNG())"
+    @test iostr == "Sample(30, nothing, false, true, TaskLocalRNG())"
 
     # full mode
     iostr = sprint(show, MIME("text/plain"), T)
@@ -143,7 +143,7 @@
     ├─ weights = nothing
     ├─ replace = false
     ├─ ordered = true
-    └─ rng = Random._GLOBAL_RNG()"""
+    └─ rng = TaskLocalRNG()"""
   end
 
   @testset "Filter" begin