Aqua.jl found ambiguities

[JeffreySarnoff]

5 ambiguities found

Ambiguity #1
==(x::Union{StatsBase.PValue, StatsBase.TestStat}, y::Real) @ StatsBase C:\Users\MrJSa\.julia\packages\StatsBase\XgjIN\src\statmodels.jl:90
==(x::Real, y::AbstractIrrational) @ Base irrationals.jl:90
Possible fix, define
  ==(::Union{StatsBase.PValue, StatsBase.TestStat}, ::AbstractIrrational)

Ambiguity #2
==(y::Real, x::Union{StatsBase.PValue, StatsBase.TestStat}) @ StatsBase C:\Users\MrJSa\.julia\packages\StatsBase\XgjIN\src\statmodels.jl:91
==(x::AbstractIrrational, y::Real) @ Base irrationals.jl:89

Possible fix, define
  ==(::AbstractIrrational, ::Union{StatsBase.PValue, StatsBase.TestStat})
Ambiguity #3
StatsBase.TestStat(v) @ StatsBase C:\Users\MrJSa\.julia\packages\StatsBase\XgjIN\src\statmodels.jl:80
(::Type{T})(x::AbstractChar) where T<:Union{AbstractChar, Number} @ Base char.jl:50

Possible fix, define
  StatsBase.TestStat(::AbstractChar)

Ambiguity #4
StatsBase.TestStat(v) @ StatsBase C:\Users\MrJSa\.julia\packages\StatsBase\XgjIN\src\statmodels.jl:80
(::Type{T})(x::Base.TwicePrecision) where T<:Number @ Base twiceprecision.jl:267

Possible fix, define
  StatsBase.TestStat(::Base.TwicePrecision)

Ambiguity #5
StatsBase.TestStat(v) @ StatsBase C:\Users\MrJSa\.julia\packages\StatsBase\XgjIN\src\statmodels.jl:80
(::Type{T})(z::Complex) where T<:Real @ Base complex.jl:44

Possible fix, define
  StatsBase.TestStat(::Complex)

[ararslan]

Thanks for the report. Luckily, I can't imagine that any of those ambiguities would be encountered in practice.

[devmotion]

Should these types be replaced with functions such as print_teststat and print_pvalue or at least not be a subtype of Real? Based on JuliaHub (https://juliahub.com/ui/Search?q=TestStat&type=code&w=true and https://juliahub.com/ui/Search?q=PValue&type=code&w=true) these are mainly used for printing.

[ararslan]

I don't know why they subtype Real, perhaps that part isn't necessary, but having them as types does permit composition in a way that separate functions wouldn't. For example, interpolating into a string would require wrapping like sprint(print_pvalue, p) whereas defining a method allows that to Just Work™.

[devmotion]

Yes, my impression was as well that these types are more convenient and composable than separate functions, ans hence removing the supertype and the comparison operators might be the preferable solution.

[nalimilan]

See https://github.com/JuliaStats/StatsBase.jl/pull/668 for the history.

Is there any actual issue to fix here? I don't think the recommended policy is to fix all ambiguities when they don't cause actual problems, right?

[nalimilan]

That said, it would be easy to fix the first series of ambiguities by defining == separately for PValue and TestStat, which is clear anyway.