diff --git a/test/Project.toml b/test/Project.toml index 6111e477..1cc1b33c 100644 --- a/test/Project.toml +++ b/test/Project.toml @@ -4,6 +4,7 @@ CategoricalArrays = "324d7699-5711-5eae-9e2f-1d82baa6b597" CoDa = "5900dafe-f573-5c72-b367-76665857777b" ColumnSelectors = "9cc86067-7e36-4c61-b350-1ac9833d277f" DataScienceTraits = "6cb2f572-2d2b-4ba6-bdb3-e710fa044d6c" +DelimitedFiles = "8bb1440f-4735-579b-a4ab-409b98df4dab" Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" ImageIO = "82e4d734-157c-48bb-816b-45c225c6df19" LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" diff --git a/test/data/quantile.dat b/test/data/quantile.dat new file mode 100644 index 00000000..8905f2db --- /dev/null +++ b/test/data/quantile.dat @@ -0,0 +1,10000 @@ +0.009 +0.0043 +0.0037 +0.004 +0.0007 +0.0017 +0.0067 +0.0036 +0.0 +0.0 +0.0023 +0.013 +0.0 +0.003 +0.0027 +0.002 +0.0037 +0.007 +0.0001 +0.0013 +0.003 +0.0048 +0.0187 +0.0087 +0.0 +0.007 +0.0 +0.005 +0.0037 +0.002 +0.007 +0.0013 +0.0 +0.0007 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using ImageIO diff --git a/test/transforms/quantile.jl b/test/transforms/quantile.jl index 17645bde..38175296 100644 --- a/test/transforms/quantile.jl +++ b/test/transforms/quantile.jl @@ -60,4 +60,17 @@ tₒ = revert(T, n, c) @test all(-4 .< extrema(n.z) .< 4) @test all(0 .≤ extrema(tₒ.z) .≤ 1) + + # smooth repeated values + x = readdlm(joinpath(datadir, "quantile.dat")) + t = (; x=vec(x)) + n = t |> Quantile() + + if visualtests + # visualize histogram and theoretical pdf + fig = Mke.Figure(size=(800, 800)) + Mke.hist(fig[1, 1], n.x, normalization=:pdf) + Mke.plot!(fig[1, 1], Normal()) + @test_reference joinpath(datadir, "quantile.png") fig + end end