Plots.jl/src/args.jl

814 lines
26 KiB
Julia

const _allAxes = [:auto, :left, :right]
@compat const _axesAliases = KW(
:a => :auto,
:l => :left,
:r => :right
)
const _3dTypes = [:path3d, :scatter3d, :surface, :wireframe]
const _allTypes = vcat([
:none, :line, :path, :steppre, :steppost, :sticks, :scatter,
:heatmap, :hexbin, :hist, :hist2d, :hist3d, :density, :bar, :hline, :vline, :ohlc,
:contour, :pie, :shape, :box, :violin, :quiver
], _3dTypes)
@compat const _typeAliases = KW(
:n => :none,
:no => :none,
:l => :line,
:p => :path,
:stepinv => :steppre,
:stepsinv => :steppre,
:stepinverted => :steppre,
:stepsinverted => :steppre,
:step => :steppost,
:steps => :steppost,
:stair => :steppost,
:stairs => :steppost,
:stem => :sticks,
:stems => :sticks,
:dots => :scatter,
:histogram => :hist,
:pdf => :density,
:contours => :contour,
:line3d => :path3d,
:surf => :surface,
:wire => :wireframe,
:shapes => :shape,
:poly => :shape,
:polygon => :shape,
:boxplot => :box,
:velocity => :quiver,
:gradient => :quiver,
)
like_histogram(linetype::Symbol) = linetype in (:hist, :density)
like_line(linetype::Symbol) = linetype in (:line, :path, :steppre, :steppost)
like_surface(linetype::Symbol) = linetype in (:contour, :heatmap, :surface, :wireframe)
const _allStyles = [:auto, :solid, :dash, :dot, :dashdot, :dashdotdot]
@compat const _styleAliases = KW(
:a => :auto,
:s => :solid,
:d => :dash,
:dd => :dashdot,
:ddd => :dashdotdot,
)
# const _allMarkers = [:none, :auto, :ellipse, :rect, :diamond, :utriangle, :dtriangle,
# :cross, :xcross, :star5, :star8, :hexagon, :octagon, Shape]
const _allMarkers = vcat(:none, :auto, sort(collect(keys(_shapes))))
@compat const _markerAliases = KW(
:n => :none,
:no => :none,
:a => :auto,
:circle => :ellipse,
:c => :ellipse,
:square => :rect,
:sq => :rect,
:r => :rect,
:d => :diamond,
:^ => :utriangle,
:ut => :utriangle,
:utri => :utriangle,
:uptri => :utriangle,
:uptriangle => :utriangle,
:v => :dtriangle,
:V => :dtriangle,
:dt => :dtriangle,
:dtri => :dtriangle,
:downtri => :dtriangle,
:downtriangle => :dtriangle,
:+ => :cross,
:plus => :cross,
:x => :xcross,
:X => :xcross,
:star => :star5,
:s => :star5,
:star1 => :star5,
:s2 => :star8,
:star2 => :star8,
:p => :pentagon,
:pent => :pentagon,
:h => :hexagon,
:hex => :hexagon,
:hep => :heptagon,
:o => :octagon,
:oct => :octagon,
:spike => :vline,
)
const _allScales = [:identity, :ln, :log2, :log10, :asinh, :sqrt]
@compat const _scaleAliases = KW(
:none => :identity,
:log => :log10,
)
# -----------------------------------------------------------------------------
const _seriesDefaults = KW()
# series-specific
_seriesDefaults[:axis] = :left
_seriesDefaults[:label] = "AUTO"
_seriesDefaults[:linetype] = :path
_seriesDefaults[:linestyle] = :solid
_seriesDefaults[:linewidth] = 1
_seriesDefaults[:linecolor] = :auto
_seriesDefaults[:linealpha] = nothing
# _seriesDefaults[:linestroke] = Stroke(1, :auto, nothing, :solid) # linewidth, linecolor, linealpha, linestyle
# _seriesDefaults[:fillbrush] = Brush(nothing, :match, nothing) # fillrange, fillcolor, fillalpha
_seriesDefaults[:fillrange] = nothing # ribbons, areas, etc
_seriesDefaults[:fillcolor] = :match
_seriesDefaults[:fillalpha] = nothing
_seriesDefaults[:markershape] = :none
# _seriesDefaults[:markerstroke] = Stroke(1, :match_foreground, nothing, :solid)
# _seriesDefaults[:markerbrush] = Brush(6, :match, nothing)
_seriesDefaults[:markercolor] = :match
_seriesDefaults[:markeralpha] = nothing
_seriesDefaults[:markersize] = 6
_seriesDefaults[:markerstrokestyle] = :solid
_seriesDefaults[:markerstrokewidth] = 1
_seriesDefaults[:markerstrokecolor] = :match
_seriesDefaults[:markerstrokealpha] = nothing
# _seriesDefaults[:ribbon] = nothing
# _seriesDefaults[:ribboncolor] = :match
_seriesDefaults[:nbins] = 30 # number of bins for hists
_seriesDefaults[:smooth] = false # regression line?
_seriesDefaults[:group] = nothing # groupby vector
# _seriesDefaults[:annotation] = nothing # annotation tuple(s)... (x,y,annotation)
_seriesDefaults[:x] = nothing
_seriesDefaults[:y] = nothing
_seriesDefaults[:z] = nothing # depth for contour, surface, etc
_seriesDefaults[:zcolor] = nothing # value for color scale
# _seriesDefaults[:surface] = nothing
# _seriesDefaults[:nlevels] = 15
_seriesDefaults[:levels] = 15
_seriesDefaults[:orientation] = :vertical
_seriesDefaults[:bar_position] = :overlay # for bar plots and histograms: could also be stack (stack up) or dodge (side by side)
_seriesDefaults[:xerror] = nothing
_seriesDefaults[:yerror] = nothing
_seriesDefaults[:ribbon] = nothing
_seriesDefaults[:quiver] = nothing
const _plotDefaults = KW()
# plot globals
_plotDefaults[:title] = ""
_plotDefaults[:xlabel] = ""
_plotDefaults[:ylabel] = ""
_plotDefaults[:zlabel] = ""
_plotDefaults[:yrightlabel] = ""
_plotDefaults[:legend] = :best
_plotDefaults[:colorbar] = :legend
_plotDefaults[:background_color] = colorant"white"
_plotDefaults[:foreground_color] = :auto
_plotDefaults[:xlims] = :auto
_plotDefaults[:ylims] = :auto
_plotDefaults[:zlims] = :auto
_plotDefaults[:xticks] = :auto
_plotDefaults[:yticks] = :auto
_plotDefaults[:zticks] = :auto
_plotDefaults[:xscale] = :identity
_plotDefaults[:yscale] = :identity
_plotDefaults[:zscale] = :identity
_plotDefaults[:xflip] = false
_plotDefaults[:yflip] = false
_plotDefaults[:zflip] = false
_plotDefaults[:size] = (600,400)
_plotDefaults[:pos] = (0,0)
_plotDefaults[:windowtitle] = "Plots.jl"
_plotDefaults[:show] = false
_plotDefaults[:layout] = nothing
_plotDefaults[:n] = -1
_plotDefaults[:nr] = -1
_plotDefaults[:nc] = -1
_plotDefaults[:color_palette] = :auto
_plotDefaults[:link] = false
_plotDefaults[:linkx] = false
_plotDefaults[:linky] = false
_plotDefaults[:linkfunc] = nothing
_plotDefaults[:tickfont] = font(8)
_plotDefaults[:guidefont] = font(11)
_plotDefaults[:legendfont] = font(8)
_plotDefaults[:grid] = true
_plotDefaults[:annotation] = nothing # annotation tuple(s)... (x,y,annotation)
_plotDefaults[:overwrite_figure] = false
_plotDefaults[:polar] = false
# TODO: x/y scales
const _allArgs = sort(collect(union(keys(_seriesDefaults), keys(_plotDefaults))))
supportedArgs(::AbstractBackend) = error("supportedArgs not defined") #_allArgs
supportedArgs() = supportedArgs(backend())
# -----------------------------------------------------------------------------
makeplural(s::Symbol) = symbol(string(s,"s"))
autopick(arr::AVec, idx::Integer) = arr[mod1(idx,length(arr))]
autopick(notarr, idx::Integer) = notarr
autopick_ignore_none_auto(arr::AVec, idx::Integer) = autopick(setdiff(arr, [:none, :auto]), idx)
autopick_ignore_none_auto(notarr, idx::Integer) = notarr
function aliasesAndAutopick(d::KW, sym::Symbol, aliases::KW, options::AVec, plotIndex::Int)
if d[sym] == :auto
d[sym] = autopick_ignore_none_auto(options, plotIndex)
elseif haskey(aliases, d[sym])
d[sym] = aliases[d[sym]]
end
end
function aliases(aliasMap::KW, val)
sortedkeys(filter((k,v)-> v==val, aliasMap))
end
# -----------------------------------------------------------------------------
# Alternate args
@compat const _keyAliases = KW(
:c => :linecolor,
:color => :linecolor,
:colour => :linecolor,
:lab => :label,
:l => :line,
:w => :linewidth,
:width => :linewidth,
:lw => :linewidth,
:la => :linealpha,
:lineopacity => :linealpha,
:type => :linetype,
:lt => :linetype,
:t => :linetype,
:seriestype => :linetype,
:style => :linestyle,
:s => :linestyle,
:ls => :linestyle,
:m => :marker,
:mark => :marker,
:shape => :markershape,
:mc => :markercolor,
:mcolor => :markercolor,
:markercolour => :markercolor,
:ms => :markersize,
:msize => :markersize,
:ma => :markeralpha,
:alpha => :markeralpha,
:opacity => :markeralpha,
:markeropacity => :markeralpha,
:f => :fill,
:area => :fill,
:fillrng => :fillrange,
:fc => :fillcolor,
:fcolor => :fillcolor,
:fillcolour => :fillcolor,
:fa => :fillalpha,
:fillopacity => :fillalpha,
:g => :group,
:nb => :nbins,
:nbin => :nbins,
:rib => :ribbon,
:ann => :annotation,
:anns => :annotation,
:annotate => :annotation,
:annotations => :annotation,
:xlab => :xlabel,
:ylab => :ylabel,
:zlab => :zlabel,
:yrlab => :yrightlabel,
:ylabr => :yrightlabel,
:y2lab => :yrightlabel,
:ylab2 => :yrightlabel,
:ylabelright => :yrightlabel,
:ylabel2 => :yrightlabel,
:y2label => :yrightlabel,
:leg => :legend,
:key => :legend,
:cbar => :colorbar,
:cb => :colorbar,
:bg => :background_color,
:bgcolor => :background_color,
:bg_color => :background_color,
:background => :background_color,
:background_colour => :background_color,
:fg => :foreground_color,
:fgcolor => :foreground_color,
:fg_color => :foreground_color,
:foreground => :foreground_color,
:foreground_colour => :foreground_color,
:regression => :smooth,
:reg => :smooth,
:nlevels => :levels,
:nlev => :levels,
:levs => :levels,
:xlim => :xlims,
:xlimit => :xlims,
:xlimits => :xlims,
:ylim => :ylims,
:ylimit => :ylims,
:ylimits => :ylims,
:zlim => :zlims,
:zlimit => :zlims,
:zlimits => :zlims,
:xtick => :xticks,
:ytick => :yticks,
:windowsize => :size,
:wsize => :size,
:wtitle => :windowtitle,
:gui => :show,
:display => :show,
:palette => :color_palette,
:xlink => :linkx,
:ylink => :linky,
:nrow => :nr,
:nrows => :nr,
:ncol => :nc,
:ncols => :nc,
:clf => :overwrite_figure,
:clearfig => :overwrite_figure,
:overwrite => :overwrite_figure,
:reuse => :overwrite_figure,
:err => :yerror,
:errorbar => :yerror,
:xerr => :xerror,
:xerrorbar => :xerror,
:yerr => :yerror,
:yerrorbar => :yerror,
:velocity => :quiver,
:quiver2d => :quiver,
:gradient => :quiver,
)
# add all pluralized forms to the _keyAliases dict
for arg in keys(_seriesDefaults)
_keyAliases[makeplural(arg)] = arg
end
# -----------------------------------------------------------------------------
# update the defaults globally
"""
`default(key)` returns the current default value for that key
`default(key, value)` sets the current default value for that key
`default(; kw...)` will set the current default value for each key/value pair
"""
function default(k::Symbol)
k = get(_keyAliases, k, k)
if haskey(_seriesDefaults, k)
return _seriesDefaults[k]
elseif haskey(_plotDefaults, k)
return _plotDefaults[k]
else
error("Unknown key: ", k)
end
end
function default(k::Symbol, v)
k = get(_keyAliases, k, k)
if haskey(_seriesDefaults, k)
_seriesDefaults[k] = v
elseif haskey(_plotDefaults, k)
_plotDefaults[k] = v
else
error("Unknown key: ", k)
end
end
function default(; kw...)
for (k,v) in kw
default(k, v)
end
end
# -----------------------------------------------------------------------------
function handleColors!(d::KW, arg, csym::Symbol)
try
if arg == :auto
d[csym] = :auto
else
c = colorscheme(arg)
d[csym] = c
end
return true
end
false
end
# given one value (:log, or :flip, or (-1,1), etc), set the appropriate arg
# TODO: use trueOrAllTrue for subplots which can pass vectors for these
function processAxisArg(d::KW, letter::AbstractString, arg)
T = typeof(arg)
arg = get(_scaleAliases, arg, arg)
scale, flip, label, lim, tick = axis_symbols(letter, "scale", "flip", "label", "lims", "ticks")
if typeof(arg) <: Font
d[:tickfont] = arg
elseif arg in _allScales
d[scale] = arg
elseif arg in (:flip, :invert, :inverted)
d[flip] = true
elseif T <: @compat(AbstractString)
d[label] = arg
# xlims/ylims
elseif (T <: Tuple || T <: AVec) && length(arg) == 2
d[typeof(arg[1]) <: Number ? lim : tick] = arg
# xticks/yticks
elseif T <: AVec
d[tick] = arg
elseif arg == nothing
d[tick] = []
else
warn("Skipped $(letter)axis arg $arg")
end
end
function processLineArg(d::KW, arg)
# linetype
if allLineTypes(arg)
d[:linetype] = arg
# linestyle
elseif allStyles(arg)
d[:linestyle] = arg
elseif typeof(arg) <: Stroke
arg.width == nothing || (d[:linewidth] = arg.width)
arg.color == nothing || (d[:linecolor] = arg.color == :auto ? :auto : colorscheme(arg.color))
arg.alpha == nothing || (d[:linealpha] = arg.alpha)
arg.style == nothing || (d[:linestyle] = arg.style)
elseif typeof(arg) <: Brush
arg.size == nothing || (d[:fillrange] = arg.size)
arg.color == nothing || (d[:fillcolor] = arg.color == :auto ? :auto : colorscheme(arg.color))
arg.alpha == nothing || (d[:fillalpha] = arg.alpha)
# linealpha
elseif allAlphas(arg)
d[:linealpha] = arg
# linewidth
elseif allReals(arg)
d[:linewidth] = arg
# color
elseif !handleColors!(d, arg, :linecolor)
warn("Skipped line arg $arg.")
end
end
function processMarkerArg(d::KW, arg)
# markershape
if allShapes(arg)
d[:markershape] = arg
# stroke style
elseif allStyles(arg)
d[:markerstrokestyle] = arg
elseif typeof(arg) <: Stroke
arg.width == nothing || (d[:markerstrokewidth] = arg.width)
arg.color == nothing || (d[:markerstrokecolor] = arg.color == :auto ? :auto : colorscheme(arg.color))
arg.alpha == nothing || (d[:markerstrokealpha] = arg.alpha)
arg.style == nothing || (d[:markerstrokestyle] = arg.style)
elseif typeof(arg) <: Brush
arg.size == nothing || (d[:markersize] = arg.size)
arg.color == nothing || (d[:markercolor] = arg.color == :auto ? :auto : colorscheme(arg.color))
arg.alpha == nothing || (d[:markeralpha] = arg.alpha)
# linealpha
elseif allAlphas(arg)
d[:markeralpha] = arg
# markersize
elseif allReals(arg)
d[:markersize] = arg
# markercolor
elseif !handleColors!(d, arg, :markercolor)
warn("Skipped marker arg $arg.")
end
end
function processFillArg(d::KW, arg)
if typeof(arg) <: Brush
arg.size == nothing || (d[:fillrange] = arg.size)
arg.color == nothing || (d[:fillcolor] = arg.color == :auto ? :auto : colorscheme(arg.color))
arg.alpha == nothing || (d[:fillalpha] = arg.alpha)
# fillrange function
elseif allFunctions(arg)
d[:fillrange] = arg
# fillalpha
elseif allAlphas(arg)
d[:fillalpha] = arg
elseif !handleColors!(d, arg, :fillcolor)
d[:fillrange] = arg
end
end
_replace_markershape(shape::Symbol) = get(_markerAliases, shape, shape)
_replace_markershape(shapes::AVec) = map(_replace_markershape, shapes)
_replace_markershape(shape) = shape
"Handle all preprocessing of args... break out colors/sizes/etc and replace aliases."
function preprocessArgs!(d::KW)
replaceAliases!(d, _keyAliases)
# handle axis args
for letter in ("x", "y", "z")
asym = symbol(letter * "axis")
for arg in wraptuple(get(d, asym, ()))
processAxisArg(d, letter, arg)
end
delete!(d, asym)
# turn :labels into :ticks_and_labels
tsym = symbol(letter * "ticks")
if haskey(d, tsym) && ticksType(d[tsym]) == :labels
d[tsym] = (1:length(d[tsym]), d[tsym])
end
end
# handle line args
for arg in wraptuple(get(d, :line, ()))
processLineArg(d, arg)
end
delete!(d, :line)
# handle marker args... default to ellipse if shape not set
anymarker = false
for arg in wraptuple(get(d, :marker, ()))
processMarkerArg(d, arg)
anymarker = true
end
delete!(d, :marker)
if haskey(d, :markershape)
d[:markershape] = _replace_markershape(d[:markershape])
elseif anymarker
d[:markershape] = :ellipse
end
# handle fill
for arg in wraptuple(get(d, :fill, ()))
processFillArg(d, arg)
end
delete!(d, :fill)
# convert into strokes and brushes
# legends
if haskey(d, :legend)
d[:legend] = convertLegendValue(d[:legend])
end
if haskey(d, :colorbar)
d[:colorbar] = convertLegendValue(d[:colorbar])
end
# handle subplot links
if haskey(d, :link)
l = d[:link]
if isa(l, Bool)
d[:linkx] = l
d[:linky] = l
elseif isa(l, Function)
d[:linkx] = true
d[:linky] = true
d[:linkfunc] = l
else
warn("Unhandled/invalid link $l. Should be a Bool or a function mapping (row,column) -> (linkx, linky), where linkx/y can be Bool or Void (nothing)")
end
delete!(d, :link)
end
return
end
# -----------------------------------------------------------------------------
"A special type that will break up incoming data into groups, and allow for easier creation of grouped plots"
type GroupBy
groupLabels::Vector{UTF8String} # length == numGroups
groupIds::Vector{Vector{Int}} # list of indices for each group
end
# this is when given a vector-type of values to group by
function extractGroupArgs(v::AVec, args...)
groupLabels = sort(collect(unique(v)))
n = length(groupLabels)
if n > 20
error("Too many group labels. n=$n Is that intended?")
end
groupIds = Vector{Int}[filter(i -> v[i] == glab, 1:length(v)) for glab in groupLabels]
GroupBy(map(string, groupLabels), groupIds)
end
# expecting a mapping of "group label" to "group indices"
function extractGroupArgs{T, V<:AVec{Int}}(idxmap::Dict{T,V}, args...)
groupLabels = sortedkeys(idxmap)
groupIds = VecI[collect(idxmap[k]) for k in groupLabels]
GroupBy(groupLabels, groupIds)
end
# -----------------------------------------------------------------------------
function warnOnUnsupportedArgs(pkg::AbstractBackend, d::KW)
for k in sortedkeys(d)
if (!(k in supportedArgs(pkg))
&& k != :subplot
&& d[k] != default(k))
warn("Keyword argument $k not supported with $pkg. Choose from: $(supportedArgs(pkg))")
end
end
end
_markershape_supported(pkg::AbstractBackend, shape::Symbol) = shape in supportedMarkers(pkg)
_markershape_supported(pkg::AbstractBackend, shape::Shape) = Shape in supportedMarkers(pkg)
_markershape_supported(pkg::AbstractBackend, shapes::AVec) = all([_markershape_supported(pkg, shape) for shape in shapes])
function warnOnUnsupported(pkg::AbstractBackend, d::KW)
(d[:axis] in supportedAxes(pkg)
|| warn("axis $(d[:axis]) is unsupported with $pkg. Choose from: $(supportedAxes(pkg))"))
(d[:linetype] == :none
|| d[:linetype] in supportedTypes(pkg)
|| warn("linetype $(d[:linetype]) is unsupported with $pkg. Choose from: $(supportedTypes(pkg))"))
(d[:linestyle] in supportedStyles(pkg)
|| warn("linestyle $(d[:linestyle]) is unsupported with $pkg. Choose from: $(supportedStyles(pkg))"))
(d[:markershape] == :none
|| _markershape_supported(pkg, d[:markershape])
|| warn("markershape $(d[:markershape]) is unsupported with $pkg. Choose from: $(supportedMarkers(pkg))"))
end
function warnOnUnsupportedScales(pkg::AbstractBackend, d::KW)
for k in (:xscale, :yscale)
if haskey(d, k)
d[k] in supportedScales(pkg) || warn("scale $(d[k]) is unsupported with $pkg. Choose from: $(supportedScales(pkg))")
end
end
end
# -----------------------------------------------------------------------------
# 1-row matrices will give an element
# multi-row matrices will give a column
# anything else is returned as-is
# getArgValue(v::Tuple, idx::Int) = v[mod1(idx, length(v))]
function getArgValue(v::AMat, idx::Int)
c = mod1(idx, size(v,2))
size(v,1) == 1 ? v[1,c] : v[:,c]
end
getArgValue(v, idx) = v
# given an argument key (k), we want to extract the argument value for this index.
# if nothing is set (or container is empty), return the default.
function setDictValue(d_in::KW, d_out::KW, k::Symbol, idx::Int, defaults::KW)
if haskey(d_in, k) && !(typeof(d_in[k]) <: @compat(Union{AbstractArray, Tuple}) && isempty(d_in[k]))
d_out[k] = getArgValue(d_in[k], idx)
else
d_out[k] = defaults[k]
end
end
function convertLegendValue(val::Symbol)
if val in (:both, :all, :yes)
:best
elseif val in (:no, :none)
:none
elseif val in (:right, :left, :top, :bottom, :inside, :best, :legend)
val
else
error("Invalid symbol for legend: $val")
end
end
convertLegendValue(val::Bool) = val ? :best : :none
# -----------------------------------------------------------------------------
# build the argument dictionary for the plot
function getPlotArgs(pkg::AbstractBackend, kw, idx::Int; set_defaults = true)
kwdict = KW(kw)
d = KW()
# add defaults?
if set_defaults
for k in keys(_plotDefaults)
setDictValue(kwdict, d, k, idx, _plotDefaults)
end
end
for k in (:xscale, :yscale)
if haskey(_scaleAliases, d[k])
d[k] = _scaleAliases[d[k]]
end
end
# handle legend/colorbar
d[:legend] = convertLegendValue(d[:legend])
d[:colorbar] = convertLegendValue(d[:colorbar])
if d[:colorbar] == :legend
d[:colorbar] = d[:legend]
end
# convert color
handlePlotColors(pkg, d)
# no need for these
delete!(d, :x)
delete!(d, :y)
d
end
# build the argument dictionary for a series
function getSeriesArgs(pkg::AbstractBackend, plotargs::KW, kw, commandIndex::Int, plotIndex::Int, globalIndex::Int) # TODO, pass in plotargs, not plt
kwdict = KW(kw)
d = KW()
# add defaults?
for k in keys(_seriesDefaults)
setDictValue(kwdict, d, k, commandIndex, _seriesDefaults)
end
# groupby args?
for k in (:idxfilter, :numUncounted, :dataframe)
if haskey(kwdict, k)
d[k] = kwdict[k]
end
end
if haskey(_typeAliases, d[:linetype])
d[:linetype] = _typeAliases[d[:linetype]]
end
aliasesAndAutopick(d, :axis, _axesAliases, supportedAxes(pkg), plotIndex)
aliasesAndAutopick(d, :linestyle, _styleAliases, supportedStyles(pkg), plotIndex)
aliasesAndAutopick(d, :markershape, _markerAliases, supportedMarkers(pkg), plotIndex)
# update color
d[:linecolor] = getSeriesRGBColor(d[:linecolor], plotargs, plotIndex)
# update markercolor
c = d[:markercolor]
c = (c == :match ? d[:linecolor] : getSeriesRGBColor(c, plotargs, plotIndex))
d[:markercolor] = c
# update markerstrokecolor
c = d[:markerstrokecolor]
c = (c == :match ? plotargs[:foreground_color] : getSeriesRGBColor(c, plotargs, plotIndex))
d[:markerstrokecolor] = c
# update fillcolor
c = d[:fillcolor]
c = (c == :match ? d[:linecolor] : getSeriesRGBColor(c, plotargs, plotIndex))
d[:fillcolor] = c
# set label
label = d[:label]
label = (label == "AUTO" ? "y$globalIndex" : label)
if d[:axis] == :right && !(length(label) >= 4 && label[end-3:end] != " (R)")
label = string(label, " (R)")
end
d[:label] = label
warnOnUnsupported(pkg, d)
d
end