convertToAnyVector cleanup. Adds missing support in heatmap/volume.
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@ -7,67 +7,35 @@
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# note: returns meta information... mainly for use with automatic labeling from DataFrames for now
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const FuncOrFuncs{F} = Union{F, Vector{F}, Matrix{F}}
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const DataPoint = Union{Number, AbstractString, Missing}
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const SeriesData = Union{AVec{<:DataPoint}, Function, Surface, Volume}
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all3D(plotattributes::KW) = trueOrAllTrue(st -> st in (:contour, :contourf, :heatmap, :surface, :wireframe, :contour3d, :image, :plots_heatmap), get(plotattributes, :seriestype, :none))
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# unknown
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convertToAnyVector(x, plotattributes::KW) = error("No user recipe defined for $(typeof(x))")
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# missing
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convertToAnyVector(v::Nothing, plotattributes::KW) = Any[nothing], nothing
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# fixed number of blank series
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convertToAnyVector(n::Integer, plotattributes::KW) = Any[zeros(0) for i in 1:n], nothing
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# numeric/string vector
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convertToAnyVector(v::AVec{T}, plotattributes::KW) where {T<:Union{Number,AbstractString,Missing}} = Any[handlemissings(v)], nothing
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function convertToAnyVector(v::AMat, plotattributes::KW)
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v = handlemissings(v)
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if all3D(plotattributes)
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Any[Surface(v)]
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else
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Any[v[:,i] for i in 1:size(v,2)]
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end, nothing
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end
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prepareSeriesData(x) = error("Cannot convert $(typeof(x)) to series data for plotting")
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prepareSeriesData(::Nothing) = nothing
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prepareSeriesData(s::SeriesData) = handlemissings(s)
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handlemissings(v) = v
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handlemissings(v::AbstractArray{Union{T,Missing}}) where T <: Number = replace(v, missing => NaN)
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handlemissings(v::AbstractArray{Union{T,Missing}}) where T <: AbstractString = replace(v, missing => "")
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handlemissings(s::Surface) = Surface(handlemissings(s.surf))
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handlemissings(v::Volume) = Volume(handlemissings(v.v), v.x_extents, v.y_extents, v.z_extents)
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# function
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convertToAnyVector(f::Function, plotattributes::KW) = Any[f], nothing
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# default: assume x represents a single series
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convertToAnyVector(x) = Any[prepareSeriesData(x)]
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# surface
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convertToAnyVector(s::Surface, plotattributes::KW) = Any[s], nothing
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# fixed number of blank series
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convertToAnyVector(n::Integer) = Any[zeros(0) for i in 1:n]
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# volume
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convertToAnyVector(v::Volume, plotattributes::KW) = Any[v], nothing
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# # vector of OHLC
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# convertToAnyVector(v::AVec{OHLC}, plotattributes::KW) = Any[v], nothing
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# # dates
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convertToAnyVector(dts::AVec{D}, plotattributes::KW) where {D<:Union{Date,DateTime}} = Any[dts], nothing
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# vector of data points is a single series
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convertToAnyVector(v::AVec{<:DataPoint}) = Any[prepareSeriesData(v)]
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# list of things (maybe other vectors, functions, or something else)
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function convertToAnyVector(v::AVec, plotattributes::KW)
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if all(x -> typeof(x) <: Number, v)
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# all real numbers wrap the whole vector as one item
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Any[convert(Vector{Float64}, v)], nothing
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else
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# something else... treat each element as an item
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vcat(Any[convertToAnyVector(vi, plotattributes)[1] for vi in v]...), nothing
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# Any[vi for vi in v], nothing
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end
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end
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convertToAnyVector(v::AVec) = vcat((convertToAnyVector(vi, plotattributes) for vi in v)...)
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convertToAnyVector(t::Tuple, plotattributes::KW) = Any[t], nothing
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function convertToAnyVector(args...)
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error("In convertToAnyVector, could not handle the argument types: $(map(typeof, args[1:end-1]))")
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end
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# Matrix is split into rows
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convertToAnyVector(v::AMat{<:DataPoint}) = Any[prepareSeriesData(v[:,i]) for i in 1:size(v,2)]
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# --------------------------------------------------------------------
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@ -130,23 +98,24 @@ struct SliceIt end
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z = z.data
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end
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xs, _ = convertToAnyVector(x, plotattributes)
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ys, _ = convertToAnyVector(y, plotattributes)
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zs, _ = convertToAnyVector(z, plotattributes)
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xs = convertToAnyVector(x)
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ys = convertToAnyVector(y)
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zs = convertToAnyVector(z)
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fr = pop!(plotattributes, :fillrange, nothing)
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fillranges, _ = if typeof(fr) <: Number
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([fr],nothing)
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fillranges = if typeof(fr) <: Number
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[fr]
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else
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convertToAnyVector(fr, plotattributes)
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convertToAnyVector(fr)
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end
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mf = length(fillranges)
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rib = pop!(plotattributes, :ribbon, nothing)
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ribbons, _ = if typeof(rib) <: Number
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([fr],nothing)
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ribbons = if typeof(rib) <: Number
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[rib]
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else
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convertToAnyVector(rib, plotattributes)
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convertToAnyVector(rib)
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end
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mr = length(ribbons)
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@ -289,7 +258,7 @@ end
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@recipe f(n::Integer) = is3d(get(plotattributes,:seriestype,:path)) ? (SliceIt, n, n, n) : (SliceIt, n, n, nothing)
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# return a surface if this is a 3d plot, otherwise let it be sliced up
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@recipe function f(mat::AMat{T}) where T<:Union{Integer,AbstractFloat}
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@recipe function f(mat::AMat{T}) where T<:Union{Integer,AbstractFloat,Missing}
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if all3D(plotattributes)
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n,m = size(mat)
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wrap_surfaces(plotattributes)
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@ -312,7 +281,7 @@ end
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end
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# assume this is a Volume, so construct one
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@recipe function f(vol::AbstractArray{T,3}, args...) where T<:Number
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@recipe function f(vol::AbstractArray{T,3}, args...) where T<:Union{Number,Missing}
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seriestype := :volume
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SliceIt, nothing, Volume(vol, args...), nothing
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end
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