but creates type instability
This commit is contained in:
Michael K. Borregaard 2017-09-01 16:14:29 +02:00
parent 4be19ba6d8
commit e47dde9f41

View File

@ -497,7 +497,7 @@ end
end end
Plots.@deps stepbins path Plots.@deps stepbins path
wand_edges(x...) = error("Load the StatPlots package in order to use :wand bins") wand_edges(x...) = (warn("Load the StatPlots package in order to use :wand bins. Defaulting to :auto", once = true); :auto)
function _auto_binning_nbins{N}(vs::NTuple{N,AbstractVector}, dim::Integer; mode::Symbol = :auto) function _auto_binning_nbins{N}(vs::NTuple{N,AbstractVector}, dim::Integer; mode::Symbol = :auto)
_cl(x) = ceil(Int, NaNMath.max(x, one(x))) _cl(x) = ceil(Int, NaNMath.max(x, one(x)))
@ -524,17 +524,16 @@ function _auto_binning_nbins{N}(vs::NTuple{N,AbstractVector}, dim::Integer; mode
_cl(_span(v) / (3.5 * std(v) / n^(1/3))) _cl(_span(v) / (3.5 * std(v) / n^(1/3)))
elseif mode == :fd # FreedmanDiaconis rule elseif mode == :fd # FreedmanDiaconis rule
_cl(_span(v) / (2 * _iqr(v) / n^(1/3))) _cl(_span(v) / (2 * _iqr(v) / n^(1/3)))
elseif mode == :wand
wand_edges(v) # this makes this function not type stable, but the type instability does not propagate
else else
error("Unknown auto-binning mode $mode") error("Unknown auto-binning mode $mode")
end::Int end
end end
_hist_edge{N}(vs::NTuple{N,AbstractVector}, dim::Integer, binning::Integer) = StatsBase.histrange(vs[dim], binning, :left) _hist_edge{N}(vs::NTuple{N,AbstractVector}, dim::Integer, binning::Integer) = StatsBase.histrange(vs[dim], binning, :left)
_hist_edge{N}(vs::NTuple{N,AbstractVector}, dim::Integer, binning::AbstractVector) = binning _hist_edge{N}(vs::NTuple{N,AbstractVector}, dim::Integer, binning::AbstractVector) = binning
function _hist_edge{N}(vs::NTuple{N,AbstractVector}, dim::Integer, binning::Symbol) _hist_edge{N}(vs::NTuple{N,AbstractVector}, dim::Integer, binning::Symbol) = _hist_edge(vs, dim, _auto_binning_nbins(vs, dim, mode = binning))
binning == :wand && return(wand_edges(vs[dim]))
_hist_edge(vs, dim, _auto_binning_nbins(vs, dim, mode = binning))
end
_hist_edges{N}(vs::NTuple{N,AbstractVector}, binning::NTuple{N}) = _hist_edges{N}(vs::NTuple{N,AbstractVector}, binning::NTuple{N}) =
map(dim -> _hist_edge(vs, dim, binning[dim]), (1:N...)) map(dim -> _hist_edge(vs, dim, binning[dim]), (1:N...))