# https://github.com/stevengj/PyPlot.jl immutable PyPlotPackage <: PlottingPackage end export pyplot pyplot() = backend(:pyplot) # ------------------------------- # supportedArgs(::PyPlotPackage) = setdiff(_allArgs, [:reg, :heatmap_c, :fillto, :pos, :xlims, :ylims, :xticks, :yticks]) supportedArgs(::PyPlotPackage) = [ :annotation, # :args, :axis, :background_color, :color, # :fillto, :foreground_color, :group, # :heatmap_c, # :kwargs, :label, :layout, :legend, :linestyle, :linetype, :marker, :markercolor, :markersize, :n, :nbins, :nc, :nr, # :pos, # :reg, # :ribbon, :show, :size, :title, :width, :windowtitle, :x, :xlabel, :xlims, :xticks, :y, :ylabel, :ylims, :yrightlabel, :yticks, # :xscale, # :yscale, ] supportedAxes(::PyPlotPackage) = _allAxes supportedTypes(::PyPlotPackage) = [:none, :line, :path, :step, :stepinverted, :sticks, :scatter, :heatmap, :hexbin, :hist, :bar, :hline, :vline] supportedStyles(::PyPlotPackage) = [:auto, :solid, :dash, :dot, :dashdot] supportedMarkers(::PyPlotPackage) = [:none, :auto, :rect, :ellipse, :diamond, :utriangle, :dtriangle, :cross, :xcross, :star1, :hexagon] supportedScales(::PyPlotPackage) = [:identity] subplotSupported(::PyPlotPackage) = false # convert colorant to 4-tuple RGBA getPyPlotColor(c::Colorant) = map(f->float(f(c)), (red, green, blue, alpha)) # get the style (solid, dashed, etc) function getPyPlotLineStyle(linetype::Symbol, linestyle::Symbol) linetype == :none && return " " linestyle == :solid && return "-" linestyle == :dash && return "--" linestyle == :dot && return ":" linestyle == :dashdot && return "-." warn("Unknown linestyle $linestyle") return "-" end # get the marker shape function getPyPlotMarker(marker::Symbol) marker == :none && return " " marker == :ellipse && return "o" marker == :rect && return "s" marker == :diamond && return "D" marker == :utriangle && return "^" marker == :dtriangle && return "v" marker == :cross && return "+" marker == :xcross && return "x" marker == :star1 && return "*" # marker == :star2 && return "*" marker == :hexagon && return "h" warn("Unknown marker $marker") return "o" end # pass through function getPyPlotMarker(marker::AbstractString) @assert length(marker) == 1 marker end function getPyPlotDrawStyle(linetype::Symbol) linetype == :step && return "steps-post" linetype == :stepinverted && return "steps-pre" return "default" end # get a reference to the right axis getLeftAxis(o) = o.o[:axes][1] getRightAxis(o) = getLeftAxis(o)[:twinx]() # left axis is PyPlot., right axis is "f.axes[0].twinx()." function getPyPlotFunction(plt::Plot, axis::Symbol, linetype::Symbol) # in the 2-axis case we need to get: [:] if axis == :right ax = getRightAxis(plt.o[1]) ax[:set_ylabel](plt.initargs[:yrightlabel]) fmap = Dict( :hist => :hist, :sticks => :bar, :bar => :bar, :heatmap => :hexbin, :hexbin => :hexbin, # :scatter => :scatter ) return ax[get(fmap, linetype, :plot)] # return ax[linetype == :hist ? :hist : (linetype in (:sticks,:bar) ? :bar : (linetype in (:heatmap,:hexbin) ? :hexbin : :plot))] end # get the function fmap = Dict( :hist => PyPlot.plt[:hist], :sticks => PyPlot.bar, :bar => PyPlot.bar, :heatmap => PyPlot.hexbin, :hexbin => PyPlot.hexbin, # :scatter => PyPlot.scatter ) return get(fmap, linetype, PyPlot.plot) # return linetype == :hist ? PyPlot.plt[:hist] : (linetype in (:sticks,:bar) ? PyPlot.bar : (linetype in (:heatmap,:hexbin) ? PyPlot.hexbin : PyPlot.plot)) end function updateAxisColors(ax, fgcolor) for loc in ("bottom", "top", "left", "right") ax[:spines][loc][:set_color](fgcolor) end for axis in ("x", "y") ax[:tick_params](axis=axis, colors=fgcolor, which="both") end for axis in (:yaxis, :xaxis) ax[axis][:label][:set_color](fgcolor) end ax[:title][:set_color](fgcolor) end nop() = nothing # makePyPlotCurrent(plt::Plot) = PyPlot.withfig(nop, plt.o[1]) makePyPlotCurrent(plt::Plot) = PyPlot.figure(plt.o[1].o[:number]) # makePyPlotCurrent(plt::Plot) = PyPlot.orig_figure(num = plt.o[1].o[:number]) function preparePlotUpdate(plt::Plot{PyPlotPackage}) makePyPlotCurrent(plt) end # ------------------------------------------------------------------ # TODO: # fillto # might have to use barHack/histogramHack?? # heatmap # subplot # reg # true or false, add a regression line for each line # pos # (Int,Int), move the enclosing window to this position # windowtitle # string or symbol, set the title of the enclosing windowtitle # screen # Integer, move enclosing window to this screen number (for multiscreen desktops) # show # true or false, show the plot (in case you don't want the window to pop up right away) function plot(pkg::PyPlotPackage; kw...) # create the figure d = Dict(kw) w,h = map(px2inch, d[:size]) bgcolor = getPyPlotColor(d[:background_color]) fig = PyPlot.figure(; figsize = (w,h), facecolor = bgcolor, dpi = 96) num = fig.o[:number] plt = Plot((fig, num), pkg, 0, d, Dict[]) plt end function plot!(pkg::PyPlotPackage, plt::Plot; kw...) d = Dict(kw) fig, num = plt.o # PyPlot.figure(num) # makes this current # makePyPlotCurrent(plt) lt = d[:linetype] if !(lt in supportedTypes(pkg)) error("linetype $(lt) is unsupported in PyPlot. Choose from: $(supportedTypes(pkg))") end if lt == :sticks d,_ = sticksHack(;d...) elseif lt == :scatter d[:linetype] = :none if d[:marker] == :none d[:marker] = :ellipse end elseif lt in (:hline,:vline) linewidth = d[:width] linecolor = getPyPlotColor(d[:color]) linestyle = getPyPlotLineStyle(lt, d[:linestyle]) for yi in d[:y] func = (lt == :hline ? PyPlot.axhline : PyPlot.axvline) func(yi, linewidth=d[:width], color=linecolor, linestyle=linestyle) end end lt = d[:linetype] extraargs = Dict() plotfunc = getPyPlotFunction(plt, d[:axis], lt) # we have different args depending on plot type if lt in (:hist, :sticks, :bar) # NOTE: this is unsupported because it does the wrong thing... it shifts the whole axis # extraargs[:bottom] = d[:fillto] if lt == :hist extraargs[:bins] = d[:nbins] else extraargs[:width] = (lt == :sticks ? 0.1 : 0.9) end elseif lt in (:heatmap, :hexbin) extraargs[:gridsize] = d[:nbins] else extraargs[:linestyle] = getPyPlotLineStyle(lt, d[:linestyle]) extraargs[:marker] = getPyPlotMarker(d[:marker]) if lt == :scatter extraargs[:s] = d[:markersize] extraargs[:c] = getPyPlotColor(d[:markercolor]) extraargs[:linewidths] = d[:width] if haskey(d, :colorscheme) extraargs[:cmap] = d[:colorscheme] end else extraargs[:markersize] = d[:markersize] extraargs[:markerfacecolor] = getPyPlotColor(d[:markercolor]) extraargs[:drawstyle] = getPyPlotDrawStyle(lt) end end # set these for all types extraargs[:figure] = plt.o extraargs[:color] = getPyPlotColor(d[:color]) extraargs[:linewidth] = d[:width] extraargs[:label] = d[:label] # do the plot if lt == :hist d[:serieshandle] = plotfunc(d[:y]; extraargs...)[1] elseif lt in (:scatter, :heatmap, :hexbin) d[:serieshandle] = plotfunc(d[:x], d[:y]; extraargs...) else d[:serieshandle] = plotfunc(d[:x], d[:y]; extraargs...)[1] end # this sets the bg color inside the grid fig.o[:axes][1][:set_axis_bgcolor](getPyPlotColor(plt.initargs[:background_color])) push!(plt.seriesargs, d) plt end # ----------------------------------------------------------------- function addPyPlotLims(lims, isx::Bool) lims == :auto && return ltype = limsType(lims) if ltype == :limits (isx ? PyPlot.xlim : PyPlot.ylim)(lims...) else error("Invalid input for $(isx ? "xlims" : "ylims"): ", lims) end end function addPyPlotTicks(ticks, isx::Bool) ticks == :auto && return ttype = ticksType(ticks) if ttype == :ticks (isx ? PyPlot.xticks : PyPlot.yticks)(ticks) elseif ttype == :ticks_and_labels (isx ? PyPlot.xticks : PyPlot.yticks)(ticks...) else error("Invalid input for $(isx ? "xticks" : "yticks"): ", ticks) end end function updatePlotItems(plt::Plot{PyPlotPackage}, d::Dict) fig = plt.o[1] # title and axis labels haskey(d, :title) && PyPlot.title(d[:title]) haskey(d, :xlabel) && PyPlot.xlabel(d[:xlabel]) if haskey(d, :ylabel) ax = getLeftAxis(fig) ax[:set_ylabel](d[:ylabel]) end if haskey(d, :yrightlabel) ax = getRightAxis(fig) ax[:set_ylabel](d[:yrightlabel]) end # limits and ticks haskey(d, :xlims) && addPyPlotLims(d[:xlims], true) haskey(d, :ylims) && addPyPlotLims(d[:ylims], false) haskey(d, :xticks) && addPyPlotTicks(d[:xticks], true) haskey(d, :yticks) && addPyPlotTicks(d[:yticks], false) end # ----------------------------------------------------------------- function createPyPlotAnnotationObject(plt::Plot{PyPlotPackage}, x, y, val::AbstractString) ax = getLeftAxis(plt.o[1]) ax[:annotate](val, xy = (x,y)) end function addAnnotations{X,Y,V}(plt::Plot{PyPlotPackage}, anns::AVec{Tuple{X,Y,V}}) for ann in anns createPyPlotAnnotationObject(plt, ann...) end end # ----------------------------------------------------------------- # create the underlying object (each backend will do this differently) function buildSubplotObject!(subplt::Subplot{PyPlotPackage}) error("unsupported") end # ----------------------------------------------------------------- function addPyPlotLegend(plt::Plot) if plt.initargs[:legend] # gotta do this to ensure both axes are included args = filter(x -> !(x[:linetype] in (:hist,:hexbin,:heatmap,:hline,:vline)), plt.seriesargs) if length(args) > 0 PyPlot.legend([d[:serieshandle] for d in args], [d[:label] for d in args], loc="best") end end end function Base.writemime(io::IO, m::MIME"image/png", plt::PlottingObject{PyPlotPackage}) fig, num = plt.o addPyPlotLegend(plt) ax = fig.o[:axes][1] updateAxisColors(ax, getPyPlotColor(plt.initargs[:foreground_color])) writemime(io, m, fig) end function Base.display(::PlotsDisplay, plt::Plot{PyPlotPackage}) fig, num = plt.o addPyPlotLegend(plt) ax = fig.o[:axes][1] updateAxisColors(ax, getPyPlotColor(plt.initargs[:foreground_color])) display(fig) end function Base.display(::PlotsDisplay, subplt::Subplot{PyPlotPackage}) display(subplt.o) end