910 lines
27 KiB
Julia
910 lines
27 KiB
Julia
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# https://github.com/stevengj/PyPlot.jl
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function _initialize_backend(::PyPlotBackend)
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@eval begin
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import PyPlot
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export PyPlot
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const pycolors = PyPlot.pywrap(PyPlot.pyimport("matplotlib.colors"))
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const pypath = PyPlot.pywrap(PyPlot.pyimport("matplotlib.path"))
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const mplot3d = PyPlot.pywrap(PyPlot.pyimport("mpl_toolkits.mplot3d"))
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# const pycolorbar = PyPlot.pywrap(PyPlot.pyimport("matplotlib.colorbar"))
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end
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if !isa(Base.Multimedia.displays[end], Base.REPL.REPLDisplay)
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PyPlot.ioff() # stops wierd behavior of displaying incomplete graphs in IJulia
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# # TODO: how the hell can I use PyQt4??
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# "pyqt4"=>:qt_pyqt4
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# PyPlot.backend[1] = "pyqt4"
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# PyPlot.gui[1] = :qt_pyqt4
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# PyPlot.switch_backend("Qt4Agg")
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# only turn on the gui if we want it
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if PyPlot.gui != :none
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PyPlot.pygui(true)
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end
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end
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end
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# -------------------------------
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# convert colorant to 4-tuple RGBA
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getPyPlotColor(c::Colorant, α=nothing) = map(f->float(f(convertColor(c,α))), (red, green, blue, alpha))
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getPyPlotColor(cvec::ColorVector, α=nothing) = map(getPyPlotColor, convertColor(cvec, α).v)
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getPyPlotColor(scheme::ColorScheme, α=nothing) = getPyPlotColor(convertColor(getColor(scheme), α))
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getPyPlotColor(c, α=nothing) = getPyPlotColor(convertColor(c, α))
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# getPyPlotColor(c, alpha) = getPyPlotColor(colorscheme(c, alpha))
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function getPyPlotColorMap(c::ColorGradient, α=nothing)
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# c = ColorGradient(c.colors, c.values, alpha=α)
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# pycolors.pymember("LinearSegmentedColormap")[:from_list]("tmp", map(getPyPlotColor, getColorVector(c)))
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# pyvals = [(c.values[i], getPyPlotColor(c.colors[i], α)) for i in 1:length(c.colors)]
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pyvals = [(v, getPyPlotColor(getColorZ(c, v), α)) for v in c.values]
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# @show c α pyvals
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pycolors.pymember("LinearSegmentedColormap")[:from_list]("tmp", pyvals)
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end
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# anything else just gets a bluesred gradient
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getPyPlotColorMap(c, α=nothing) = getPyPlotColorMap(ColorGradient(:bluesreds), α)
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# get the style (solid, dashed, etc)
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function getPyPlotLineStyle(linetype::Symbol, linestyle::Symbol)
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linetype == :none && return " "
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linestyle == :solid && return "-"
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linestyle == :dash && return "--"
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linestyle == :dot && return ":"
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linestyle == :dashdot && return "-."
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warn("Unknown linestyle $linestyle")
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return "-"
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end
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function getPyPlotMarker(marker::Shape)
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n = length(marker.vertices)
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mat = zeros(n+1,2)
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for (i,vert) in enumerate(marker.vertices)
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mat[i,1] = vert[1]
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mat[i,2] = vert[2]
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end
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mat[n+1,:] = mat[1,:]
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pypath.pymember("Path")(mat)
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# marker.vertices
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end
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# get the marker shape
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function getPyPlotMarker(marker::Symbol)
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marker == :none && return " "
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marker == :ellipse && return "o"
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marker == :rect && return "s"
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marker == :diamond && return "D"
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marker == :utriangle && return "^"
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marker == :dtriangle && return "v"
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marker == :cross && return "+"
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marker == :xcross && return "x"
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marker == :star5 && return "*"
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marker == :pentagon && return "p"
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marker == :hexagon && return "h"
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marker == :octagon && return "8"
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haskey(_shapes, marker) && return getPyPlotMarker(_shapes[marker])
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warn("Unknown marker $marker")
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return "o"
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end
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# getPyPlotMarker(markers::AVec) = map(getPyPlotMarker, markers)
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function getPyPlotMarker(markers::AVec)
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warn("Vectors of markers are currently unsupported in PyPlot: $markers")
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getPyPlotMarker(markers[1])
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end
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# pass through
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function getPyPlotMarker(marker::AbstractString)
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@assert length(marker) == 1
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marker
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end
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function getPyPlotStepStyle(linetype::Symbol)
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linetype == :steppost && return "steps-post"
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linetype == :steppre && return "steps-pre"
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return "default"
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end
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# immutable PyPlotFigWrapper
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# fig
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# kwargs # for add_subplot
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# end
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type PyPlotAxisWrapper
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ax
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rightax
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fig
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kwargs # for add_subplot
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end
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# getfig(wrap::@compat(Union{PyPlotAxisWrapper,PyPlotFigWrapper})) = wrap.fig
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getfig(wrap::PyPlotAxisWrapper) = wrap.fig
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# get a reference to the correct axis
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function getLeftAxis(wrap::PyPlotAxisWrapper)
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if wrap.ax == nothing
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axes = wrap.fig.o[:axes]
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if isempty(axes)
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return wrap.fig.o[:add_subplot](111; wrap.kwargs...)
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end
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axes[1]
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else
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wrap.ax
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end
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end
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# getLeftAxis(wrap::PyPlotAxisWrapper) = wrap.ax
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# getRightAxis(x) = getLeftAxis(x)[:twinx]()
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function getRightAxis(wrap::PyPlotAxisWrapper)
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if wrap.rightax == nothing
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wrap.rightax = getLeftAxis(wrap)[:twinx]()
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end
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wrap.rightax
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end
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getLeftAxis(plt::Plot{PyPlotBackend}) = getLeftAxis(plt.o)
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getRightAxis(plt::Plot{PyPlotBackend}) = getRightAxis(plt.o)
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getAxis(plt::Plot{PyPlotBackend}, axis::Symbol) = (axis == :right ? getRightAxis : getLeftAxis)(plt)
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# left axis is PyPlot.<func>, right axis is "f.axes[0].twinx().<func>"
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function getPyPlotFunction(plt::Plot, axis::Symbol, linetype::Symbol)
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# # need to access mplot3d functions differently
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# if linetype == :surface
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# return mplot3d.pymember("Axes3D")[:plot_surface]
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# end
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# in the 2-axis case we need to get: <rightaxis>[:<func>]
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ax = getAxis(plt, axis)
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# ax[:set_ylabel](plt.plotargs[:yrightlabel])
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fmap = @compat Dict(
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:hist => :hist,
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:density => :hist,
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:sticks => :bar,
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:bar => :bar,
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:hist2d => :hexbin,
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:hexbin => :hexbin,
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:scatter => :scatter,
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:contour => :contour,
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:scatter3d => :scatter,
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:surface => :plot_surface,
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:wireframe => :plot_wireframe,
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:heatmap => :pcolor,
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# :surface => pycolors.pymember("LinearSegmentedColormap")[:from_list]
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)
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return ax[get(fmap, linetype, :plot)]
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end
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function updateAxisColors(ax, fgcolor)
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for loc in ("bottom", "top", "left", "right")
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ax[:spines][loc][:set_color](fgcolor)
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end
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for axis in ("x", "y")
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ax[:tick_params](axis=axis, colors=fgcolor, which="both")
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end
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for axis in (:yaxis, :xaxis)
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ax[axis][:label][:set_color](fgcolor)
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end
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ax[:title][:set_color](fgcolor)
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end
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function handleSmooth(plt::Plot{PyPlotBackend}, ax, d::Dict, smooth::Bool)
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if smooth
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xs, ys = regressionXY(d[:x], d[:y])
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ax[:plot](xs, ys,
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# linestyle = getPyPlotLineStyle(:path, :dashdot),
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color = getPyPlotColor(d[:linecolor]),
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linewidth = 2
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)
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end
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end
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handleSmooth(plt::Plot{PyPlotBackend}, ax, d::Dict, smooth::Real) = handleSmooth(plt, ax, d, true)
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# makePyPlotCurrent(wrap::PyPlotFigWrapper) = PyPlot.figure(wrap.fig.o[:number])
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# makePyPlotCurrent(wrap::PyPlotAxisWrapper) = nothing #PyPlot.sca(wrap.ax.o)
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makePyPlotCurrent(wrap::PyPlotAxisWrapper) = wrap.ax == nothing ? PyPlot.figure(wrap.fig.o[:number]) : nothing
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makePyPlotCurrent(plt::Plot{PyPlotBackend}) = plt.o == nothing ? nothing : makePyPlotCurrent(plt.o)
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function _before_add_series(plt::Plot{PyPlotBackend})
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makePyPlotCurrent(plt)
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end
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# ------------------------------------------------------------------
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function pyplot_figure(plotargs::Dict)
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w,h = map(px2inch, plotargs[:size])
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bgcolor = getPyPlotColor(plotargs[:background_color])
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# reuse the current figure?
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fig = if plotargs[:overwrite_figure]
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PyPlot.gcf()
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else
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PyPlot.figure()
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end
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# update the specs
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# fig[:set_size_inches](w,h, (isijulia() ? [] : [true])...)
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fig[:set_size_inches](w, h, forward = true)
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fig[:set_facecolor](bgcolor)
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fig[:set_dpi](DPI)
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fig[:set_tight_layout](true)
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# clear the figure
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PyPlot.clf()
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# resize the window
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PyPlot.plt[:get_current_fig_manager]()[:resize](plotargs[:size]...)
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fig
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end
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function pyplot_3d_setup!(wrap, d)
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# 3D?
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# if haskey(d, :linetype) && first(d[:linetype]) in _3dTypes # && isa(plt.o, PyPlotFigWrapper)
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if trueOrAllTrue(lt -> lt in _3dTypes, get(d, :linetype, :none))
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push!(wrap.kwargs, (:projection, "3d"))
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end
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end
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# TODO:
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# fillto # might have to use barHack/histogramHack??
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# reg # true or false, add a regression line for each line
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# pos # (Int,Int), move the enclosing window to this position
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# windowtitle # string or symbol, set the title of the enclosing windowtitle
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# screen # Integer, move enclosing window to this screen number (for multiscreen desktops)
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# show # true or false, show the plot (in case you don't want the window to pop up right away)
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function _create_plot(pkg::PyPlotBackend; kw...)
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# create the figure
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d = KW(kw)
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# standalone plots will create a figure, but not if part of a subplot (do it later)
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if haskey(d, :subplot)
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wrap = nothing
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else
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wrap = PyPlotAxisWrapper(nothing, nothing, pyplot_figure(d), [])
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# wrap = PyPlotAxisWrapper(nothing, nothing, PyPlot.figure(; figsize = (w,h), facecolor = bgcolor, dpi = DPI, tight_layout = true), [])
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# if haskey(d, :linetype) && first(d[:linetype]) in _3dTypes # && isa(plt.o, PyPlotFigWrapper)
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# push!(wrap.kwargs, (:projection, "3d"))
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# end
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pyplot_3d_setup!(wrap, d)
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end
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plt = Plot(wrap, pkg, 0, d, Dict[])
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plt
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end
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function _add_series(pkg::PyPlotBackend, plt::Plot; kw...)
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d = KW(kw)
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# 3D plots have a different underlying Axes object in PyPlot
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lt = d[:linetype]
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if lt in _3dTypes && isempty(plt.o.kwargs)
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push!(plt.o.kwargs, (:projection, "3d"))
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end
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# handle mismatched x/y sizes, as PyPlot doesn't like that
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x, y = d[:x], d[:y]
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if !isa(get(d, :z, nothing), Surface)
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nx, ny = map(length, (x,y))
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if nx < ny
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d[:x] = Float64[x[mod1(i,nx)] for i=1:ny]
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else
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d[:y] = Float64[y[mod1(i,ny)] for i=1:nx]
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end
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end
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ax = getAxis(plt, d[:axis])
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if !(lt in supportedTypes(pkg))
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error("linetype $(lt) is unsupported in PyPlot. Choose from: $(supportedTypes(pkg))")
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end
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color = getPyPlotColor(d[:linecolor], d[:linealpha])
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if lt == :sticks
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d,_ = sticksHack(;d...)
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elseif lt in (:scatter, :scatter3d)
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if d[:markershape] == :none
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d[:markershape] = :ellipse
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end
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elseif lt in (:hline,:vline)
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linewidth = d[:linewidth]
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linecolor = color
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linestyle = getPyPlotLineStyle(lt, d[:linestyle])
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for yi in d[:y]
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func = ax[lt == :hline ? :axhline : :axvline]
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func(yi, linewidth=d[:linewidth], color=linecolor, linestyle=linestyle)
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end
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end
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# lt = d[:linetype]
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extra_kwargs = Dict()
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plotfunc = getPyPlotFunction(plt, d[:axis], lt)
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# we have different args depending on plot type
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if lt in (:hist, :density, :sticks, :bar)
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# NOTE: this is unsupported because it does the wrong thing... it shifts the whole axis
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# extra_kwargs[:bottom] = d[:fill]
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if ishistlike(lt)
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extra_kwargs[:bins] = d[:nbins]
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extra_kwargs[:normed] = lt == :density
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else
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extra_kwargs[:linewidth] = (lt == :sticks ? 0.1 : 0.9)
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end
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elseif lt in (:hist2d, :hexbin)
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extra_kwargs[:gridsize] = d[:nbins]
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extra_kwargs[:cmap] = getPyPlotColorMap(d[:linecolor])
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elseif lt == :contour
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extra_kwargs[:cmap] = getPyPlotColorMap(d[:linecolor])
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extra_kwargs[:linewidths] = d[:linewidth]
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extra_kwargs[:linestyles] = getPyPlotLineStyle(lt, d[:linestyle])
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# TODO: will need to call contourf to fill in the contours
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elseif lt in (:surface, :wireframe)
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if lt == :surface
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extra_kwargs[:cmap] = getPyPlotColorMap(d[:fillcolor], d[:fillalpha])
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end
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extra_kwargs[:rstride] = 1
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extra_kwargs[:cstride] = 1
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extra_kwargs[:linewidth] = d[:linewidth]
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extra_kwargs[:edgecolor] = getPyPlotColor(d[:linecolor], d[:linealpha])
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elseif lt == :heatmap
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extra_kwargs[:cmap] = getPyPlotColorMap(d[:fillcolor], d[:fillalpha])
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else
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extra_kwargs[:linestyle] = getPyPlotLineStyle(lt, d[:linestyle])
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extra_kwargs[:marker] = getPyPlotMarker(d[:markershape])
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if lt in (:scatter, :scatter3d)
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extra_kwargs[:s] = d[:markersize].^2
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c = d[:markercolor]
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if d[:zcolor] != nothing
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if !isa(c, ColorGradient)
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c = colorscheme(:bluesreds)
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end
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extra_kwargs[:c] = convert(Vector{Float64}, d[:zcolor])
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extra_kwargs[:cmap] = getPyPlotColorMap(c, d[:markeralpha])
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else
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# extra_kwargs[:c] = getPyPlotColor(c, d[:markeralpha])
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ppc = getPyPlotColor(c, d[:markeralpha])
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# total hack due to PyPlot bug (see issue #145).
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# hack: duplicate the color vector when the total rgba fields is the same as the series length
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if (typeof(ppc) <: AbstractArray && length(ppc)*4 == length(x)) ||
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(typeof(ppc) <: Tuple && length(x) == 4)
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ppc = vcat(ppc, ppc)
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end
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extra_kwargs[:c] = ppc
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end
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# if d[:markeralpha] != nothing
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# extra_kwargs[:alpha] = d[:markeralpha]
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# end
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extra_kwargs[:edgecolors] = getPyPlotColor(d[:markerstrokecolor], d[:markerstrokealpha])
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extra_kwargs[:linewidths] = d[:markerstrokewidth]
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else
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extra_kwargs[:markersize] = d[:markersize]
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extra_kwargs[:markerfacecolor] = getPyPlotColor(d[:markercolor], d[:markeralpha])
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extra_kwargs[:markeredgecolor] = getPyPlotColor(d[:markerstrokecolor], d[:markerstrokealpha])
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extra_kwargs[:markeredgewidth] = d[:markerstrokewidth]
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extra_kwargs[:drawstyle] = getPyPlotStepStyle(lt)
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end
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end
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# if d[:markeralpha] != nothing
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# extra_kwargs[:alpha] = d[:markeralpha]
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# elseif d[:linealpha] != nothing
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# extra_kwargs[:alpha] = d[:linealpha]
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# end
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# set these for all types
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if !(lt in (:contour,:surface,:wireframe,:heatmap))
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if !(lt in (:scatter, :scatter3d))
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extra_kwargs[:color] = color
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extra_kwargs[:linewidth] = d[:linewidth]
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end
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extra_kwargs[:label] = d[:label]
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extra_kwargs[:zorder] = plt.n
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end
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# do the plot
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d[:serieshandle] = if ishistlike(lt)
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plotfunc(d[:y]; extra_kwargs...)[1]
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elseif lt == :contour
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x, y = d[:x], d[:y]
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surf = d[:z].surf'
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levels = d[:levels]
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if isscalar(levels)
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extra_args = (levels)
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elseif isvector(levels)
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extra_args = ()
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extra_kwargs[:levels] = levels
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else
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error("Only numbers and vectors are supported with levels keyword")
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end
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handle = plotfunc(x, y, surf, extra_args...; extra_kwargs...)
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if d[:fillrange] != nothing
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extra_kwargs[:cmap] = getPyPlotColorMap(d[:fillcolor], d[:fillalpha])
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delete!(extra_kwargs, :linewidths)
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handle = ax[:contourf](x, y, surf, extra_args...; extra_kwargs...)
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end
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handle
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elseif lt in (:surface,:wireframe)
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x, y, z = d[:x], d[:y], Array(d[:z])
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if !ismatrix(x) || !ismatrix(y)
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x = repmat(x', length(y), 1)
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y = repmat(y, 1, length(d[:x]))
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z = z'
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end
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plotfunc(x, y, z; extra_kwargs...)
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elseif lt in _3dTypes
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plotfunc(d[:x], d[:y], d[:z]; extra_kwargs...)
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elseif lt in (:scatter, :hist2d, :hexbin)
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plotfunc(d[:x], d[:y]; extra_kwargs...)
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elseif lt == :heatmap
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x, y, z = d[:x], d[:y], d[:z].surf'
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plotfunc(heatmap_edges(x), heatmap_edges(y), z; extra_kwargs...)
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else # plot
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plotfunc(d[:x], d[:y]; extra_kwargs...)[1]
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end
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|
||
# smoothing
|
||
handleSmooth(plt, ax, d, d[:smooth])
|
||
|
||
# add the colorbar legend
|
||
if plt.plotargs[:colorbar] != :none && haskey(extra_kwargs, :cmap)
|
||
PyPlot.colorbar(d[:serieshandle], ax=ax)
|
||
end
|
||
|
||
# @show extra_kwargs
|
||
|
||
# this sets the bg color inside the grid
|
||
ax[:set_axis_bgcolor](getPyPlotColor(plt.plotargs[:background_color]))
|
||
|
||
fillrange = d[:fillrange]
|
||
if fillrange != nothing && lt != :contour
|
||
fillcolor = getPyPlotColor(d[:fillcolor], d[:fillalpha])
|
||
if typeof(fillrange) <: @compat(Union{Real, AVec})
|
||
ax[:fill_between](d[:x], fillrange, d[:y], facecolor = fillcolor, zorder = plt.n)
|
||
else
|
||
ax[:fill_between](d[:x], fillrange..., facecolor = fillcolor, zorder = plt.n)
|
||
end
|
||
end
|
||
|
||
push!(plt.seriesargs, d)
|
||
plt
|
||
end
|
||
|
||
# -----------------------------------------------------------------
|
||
|
||
|
||
function Base.getindex(plt::Plot{PyPlotBackend}, i::Integer)
|
||
series = plt.seriesargs[i][:serieshandle]
|
||
try
|
||
return series[:get_data]()
|
||
catch
|
||
xy = series[:get_offsets]()
|
||
return vec(xy[:,1]), vec(xy[:,2])
|
||
end
|
||
end
|
||
|
||
function minmaxseries(ds, vec, axis)
|
||
lo, hi = Inf, -Inf
|
||
for d in ds
|
||
d[:axis] == axis || continue
|
||
v = d[vec]
|
||
if length(v) > 0
|
||
vlo, vhi = extrema(v)
|
||
lo = min(lo, vlo)
|
||
hi = max(hi, vhi)
|
||
end
|
||
end
|
||
if lo == hi
|
||
hi = if lo == 0
|
||
1e-6
|
||
else
|
||
hi + min(abs(1e-2hi), 1e-6)
|
||
end
|
||
end
|
||
lo, hi
|
||
end
|
||
|
||
# TODO: this needs to handle one-sided fixed limits
|
||
function set_lims!(plt::Plot{PyPlotBackend}, axis::Symbol)
|
||
ax = getAxis(plt, axis)
|
||
if plt.plotargs[:xlims] == :auto
|
||
ax[:set_xlim](minmaxseries(plt.seriesargs, :x, axis)...)
|
||
end
|
||
if plt.plotargs[:ylims] == :auto
|
||
ax[:set_ylim](minmaxseries(plt.seriesargs, :y, axis)...)
|
||
end
|
||
end
|
||
|
||
function Base.setindex!{X,Y}(plt::Plot{PyPlotBackend}, xy::Tuple{X,Y}, i::Integer)
|
||
d = plt.seriesargs[i]
|
||
series = d[:serieshandle]
|
||
x, y = xy
|
||
d[:x], d[:y] = x, y
|
||
try
|
||
series[:set_data](x, y)
|
||
catch
|
||
series[:set_offsets](hcat(x, y))
|
||
end
|
||
|
||
set_lims!(plt, d[:axis])
|
||
plt
|
||
end
|
||
|
||
function Base.setindex!{X,Y,Z}(plt::Plot{PyPlotBackend}, xyz::Tuple{X,Y,Z}, i::Integer)
|
||
warn("setindex not implemented for xyz")
|
||
plt
|
||
end
|
||
|
||
# -----------------------------------------------------------------
|
||
|
||
function addPyPlotLims(ax, lims, isx::Bool)
|
||
lims == :auto && return
|
||
ltype = limsType(lims)
|
||
if ltype == :limits
|
||
if isx
|
||
isfinite(lims[1]) && ax[:set_xlim](left = lims[1])
|
||
isfinite(lims[2]) && ax[:set_xlim](right = lims[2])
|
||
else
|
||
isfinite(lims[1]) && ax[:set_ylim](bottom = lims[1])
|
||
isfinite(lims[2]) && ax[:set_ylim](top = lims[2])
|
||
end
|
||
else
|
||
error("Invalid input for $(isx ? "xlims" : "ylims"): ", lims)
|
||
end
|
||
end
|
||
|
||
function addPyPlotTicks(ax, ticks, isx::Bool)
|
||
ticks == :auto && return
|
||
if ticks == :none || ticks == nothing
|
||
ticks = zeros(0)
|
||
end
|
||
|
||
ttype = ticksType(ticks)
|
||
if ttype == :ticks
|
||
ax[isx ? :set_xticks : :set_yticks](ticks)
|
||
elseif ttype == :ticks_and_labels
|
||
ax[isx ? :set_xticks : :set_yticks](ticks[1])
|
||
ax[isx ? :set_xticklabels : :set_yticklabels](ticks[2])
|
||
else
|
||
error("Invalid input for $(isx ? "xticks" : "yticks"): ", ticks)
|
||
end
|
||
end
|
||
|
||
usingRightAxis(plt::Plot{PyPlotBackend}) = any(args -> args[:axis] in (:right,:auto), plt.seriesargs)
|
||
|
||
function _update_plot(plt::Plot{PyPlotBackend}, d::Dict)
|
||
figorax = plt.o
|
||
ax = getLeftAxis(figorax)
|
||
# PyPlot.sca(ax)
|
||
|
||
# title and axis labels
|
||
# haskey(d, :title) && PyPlot.title(d[:title])
|
||
haskey(d, :title) && ax[:set_title](d[:title])
|
||
haskey(d, :xlabel) && ax[:set_xlabel](d[:xlabel])
|
||
if haskey(d, :ylabel)
|
||
ax[:set_ylabel](d[:ylabel])
|
||
end
|
||
if usingRightAxis(plt) && get(d, :yrightlabel, "") != ""
|
||
rightax = getRightAxis(figorax)
|
||
rightax[:set_ylabel](d[:yrightlabel])
|
||
end
|
||
|
||
# scales
|
||
haskey(d, :xscale) && applyPyPlotScale(ax, d[:xscale], true)
|
||
haskey(d, :yscale) && applyPyPlotScale(ax, d[:yscale], false)
|
||
|
||
# limits and ticks
|
||
haskey(d, :xlims) && addPyPlotLims(ax, d[:xlims], true)
|
||
haskey(d, :ylims) && addPyPlotLims(ax, d[:ylims], false)
|
||
haskey(d, :xticks) && addPyPlotTicks(ax, d[:xticks], true)
|
||
haskey(d, :yticks) && addPyPlotTicks(ax, d[:yticks], false)
|
||
|
||
if get(d, :xflip, false)
|
||
ax[:invert_xaxis]()
|
||
end
|
||
if get(d, :yflip, false)
|
||
ax[:invert_yaxis]()
|
||
end
|
||
|
||
axes = [getLeftAxis(figorax)]
|
||
if usingRightAxis(plt)
|
||
push!(axes, getRightAxis(figorax))
|
||
end
|
||
|
||
# font sizes
|
||
for ax in axes
|
||
# haskey(d, :yrightlabel) || continue
|
||
|
||
|
||
# guides
|
||
sz = get(d, :guidefont, plt.plotargs[:guidefont]).pointsize
|
||
ax[:title][:set_fontsize](sz)
|
||
ax[:xaxis][:label][:set_fontsize](sz)
|
||
ax[:yaxis][:label][:set_fontsize](sz)
|
||
|
||
# ticks
|
||
sz = get(d, :tickfont, plt.plotargs[:tickfont]).pointsize
|
||
for sym in (:get_xticklabels, :get_yticklabels)
|
||
for lab in ax[sym]()
|
||
lab[:set_fontsize](sz)
|
||
end
|
||
end
|
||
|
||
# grid
|
||
if get(d, :grid, false)
|
||
ax[:xaxis][:grid](true)
|
||
ax[:yaxis][:grid](true)
|
||
ax[:set_axisbelow](true)
|
||
end
|
||
end
|
||
|
||
end
|
||
|
||
function applyPyPlotScale(ax, scaleType::Symbol, isx::Bool)
|
||
func = ax[isx ? :set_xscale : :set_yscale]
|
||
scaleType == :identity && return func("linear")
|
||
scaleType == :ln && return func("log", basex = e, basey = e)
|
||
scaleType == :log2 && return func("log", basex = 2, basey = 2)
|
||
scaleType == :log10 && return func("log", basex = 10, basey = 10)
|
||
warn("Unhandled scaleType: ", scaleType)
|
||
end
|
||
|
||
# -----------------------------------------------------------------
|
||
|
||
function createPyPlotAnnotationObject(plt::Plot{PyPlotBackend}, x, y, val::@compat(AbstractString))
|
||
ax = getLeftAxis(plt)
|
||
ax[:annotate](val, xy = (x,y))
|
||
end
|
||
|
||
|
||
function createPyPlotAnnotationObject(plt::Plot{PyPlotBackend}, x, y, val::PlotText)
|
||
ax = getLeftAxis(plt)
|
||
ax[:annotate](val.str,
|
||
xy = (x,y),
|
||
family = val.font.family,
|
||
color = getPyPlotColor(val.font.color),
|
||
horizontalalignment = val.font.halign == :hcenter ? "center" : string(val.font.halign),
|
||
verticalalignment = val.font.valign == :vcenter ? "center" : string(val.font.valign),
|
||
rotation = val.font.rotation * 180 / π,
|
||
size = val.font.pointsize
|
||
)
|
||
end
|
||
|
||
function _add_annotations{X,Y,V}(plt::Plot{PyPlotBackend}, anns::AVec{@compat(Tuple{X,Y,V})})
|
||
for ann in anns
|
||
createPyPlotAnnotationObject(plt, ann...)
|
||
end
|
||
end
|
||
|
||
# -----------------------------------------------------------------
|
||
|
||
# NOTE: pyplot needs to build before
|
||
function _create_subplot(subplt::Subplot{PyPlotBackend}, isbefore::Bool)
|
||
l = subplt.layout
|
||
|
||
# w,h = map(px2inch, getplotargs(subplt,1)[:size])
|
||
# bgcolor = getPyPlotColor(getplotargs(subplt,1)[:background_color])
|
||
# fig = PyPlot.figure(; figsize = (w,h), facecolor = bgcolor, dpi = DPI, tight_layout = true)
|
||
plotargs = getplotargs(subplt, 1)
|
||
fig = pyplot_figure(plotargs)
|
||
|
||
nr = nrows(l)
|
||
for (i,(r,c)) in enumerate(l)
|
||
|
||
# add the plot to the figure
|
||
nc = ncols(l, r)
|
||
fakeidx = (r-1) * nc + c
|
||
ax = fig[:add_subplot](nr, nc, fakeidx)
|
||
|
||
subplt.plts[i].o = PyPlotAxisWrapper(ax, nothing, fig, [])
|
||
pyplot_3d_setup!(subplt.plts[i].o, plotargs)
|
||
end
|
||
|
||
# subplt.o = PyPlotFigWrapper(fig, [])
|
||
subplt.o = PyPlotAxisWrapper(nothing, nothing, fig, [])
|
||
pyplot_3d_setup!(subplt.o, plotargs)
|
||
true
|
||
end
|
||
|
||
# this will be called internally, when creating a subplot from existing plots
|
||
# NOTE: if I ever need to "Rebuild a "ubplot from individual Plot's"... this is what I should use!
|
||
function subplot(plts::AVec{Plot{PyPlotBackend}}, layout::SubplotLayout, d::Dict)
|
||
validateSubplotSupported()
|
||
|
||
p = length(layout)
|
||
n = sum([plt.n for plt in plts])
|
||
|
||
pkg = PyPlotBackend()
|
||
newplts = Plot{PyPlotBackend}[_create_plot(pkg; subplot=true, plt.plotargs...) for plt in plts]
|
||
|
||
subplt = Subplot(nothing, newplts, PyPlotBackend(), p, n, layout, d, true, false, false, (r,c) -> (nothing,nothing))
|
||
|
||
_preprocess_subplot(subplt, d)
|
||
_create_subplot(subplt, true)
|
||
|
||
for (i,plt) in enumerate(plts)
|
||
for seriesargs in plt.seriesargs
|
||
_add_series_subplot(newplts[i]; seriesargs...)
|
||
end
|
||
end
|
||
|
||
_postprocess_subplot(subplt, d)
|
||
|
||
subplt
|
||
end
|
||
|
||
|
||
function _remove_axis(plt::Plot{PyPlotBackend}, isx::Bool)
|
||
if isx
|
||
plot!(plt, xticks=zeros(0), xlabel="")
|
||
else
|
||
plot!(plt, yticks=zeros(0), ylabel="")
|
||
end
|
||
end
|
||
|
||
function _expand_limits(lims, plt::Plot{PyPlotBackend}, isx::Bool)
|
||
pltlims = plt.o.ax[isx ? :get_xbound : :get_ybound]()
|
||
_expand_limits(lims, pltlims)
|
||
end
|
||
|
||
# -----------------------------------------------------------------
|
||
|
||
const _pyplot_legend_pos = Dict(
|
||
:right => "right",
|
||
:left => "center left",
|
||
:top => "upper center",
|
||
:bottom => "lower center"
|
||
)
|
||
|
||
# function addPyPlotLegend(plt::Plot)
|
||
function addPyPlotLegend(plt::Plot, ax)
|
||
leg = plt.plotargs[:legend]
|
||
if leg != :none
|
||
# gotta do this to ensure both axes are included
|
||
args = filter(x -> !(x[:linetype] in (:hist,:density,:hexbin,:hist2d,:hline,:vline,:contour,:surface,:wireframe,:heatmap,:path3d,:scatter3d)), plt.seriesargs)
|
||
args = filter(x -> x[:label] != "", args)
|
||
if length(args) > 0
|
||
leg = ax[:legend]([d[:serieshandle] for d in args],
|
||
[d[:label] for d in args],
|
||
loc = get(_pyplot_legend_pos, leg, "best"),
|
||
fontsize = plt.plotargs[:legendfont].pointsize
|
||
# framealpha = 0.6
|
||
)
|
||
leg[:set_zorder](1000)
|
||
end
|
||
end
|
||
end
|
||
|
||
function finalizePlot(plt::Plot{PyPlotBackend})
|
||
ax = getLeftAxis(plt)
|
||
addPyPlotLegend(plt, ax)
|
||
updateAxisColors(ax, getPyPlotColor(plt.plotargs[:foreground_color]))
|
||
PyPlot.draw()
|
||
end
|
||
|
||
function finalizePlot(subplt::Subplot{PyPlotBackend})
|
||
fig = subplt.o.fig
|
||
for (i,plt) in enumerate(subplt.plts)
|
||
ax = getLeftAxis(plt)
|
||
addPyPlotLegend(plt, ax)
|
||
updateAxisColors(ax, getPyPlotColor(plt.plotargs[:foreground_color]))
|
||
end
|
||
# fig[:tight_layout]()
|
||
PyPlot.draw()
|
||
end
|
||
|
||
# # allow for writing any supported mime
|
||
# for mime in keys(PyPlot.aggformats)
|
||
# @eval function Base.writemime(io::IO, m::MIME{symbol{$mime}}, plt::Plot{PyPlotBackend})
|
||
# finalizePlot(plt)
|
||
# writemime(io, m, getfig(plt.o))
|
||
# end
|
||
# end
|
||
|
||
# function Base.writemime(io::IO, m::@compat(Union{MIME"image/svg+xml", MIME"image/png"}, plt::Plot{PyPlotBackend})
|
||
# finalizePlot(plt)
|
||
# writemime(io, m, getfig(plt.o))
|
||
# end
|
||
|
||
|
||
# NOTE: to bring up a GUI window in IJulia, need some extra steps
|
||
function Base.display(::PlotsDisplay, plt::AbstractPlot{PyPlotBackend})
|
||
finalizePlot(plt)
|
||
if isa(Base.Multimedia.displays[end], Base.REPL.REPLDisplay)
|
||
display(getfig(plt.o))
|
||
else
|
||
# # PyPlot.ion()
|
||
# PyPlot.figure(getfig(plt.o).o[:number])
|
||
# PyPlot.draw_if_interactive()
|
||
# # PyPlot.ioff()
|
||
end
|
||
# PyPlot.plt[:show](block=false)
|
||
getfig(plt.o)[:show]()
|
||
end
|
||
|
||
|
||
# function Base.display(::PlotsDisplay, subplt::Subplot{PyPlotBackend})
|
||
# finalizePlot(subplt)
|
||
# PyPlot.ion()
|
||
# PyPlot.figure(getfig(subplt.o).o[:number])
|
||
# PyPlot.draw_if_interactive()
|
||
# PyPlot.ioff()
|
||
# # display(getfig(subplt.o))
|
||
# end
|
||
|
||
# # allow for writing any supported mime
|
||
# for mime in (MIME"image/png", MIME"application/pdf", MIME"application/postscript")
|
||
# @eval function Base.writemime(io::IO, ::$mime, plt::AbstractPlot{PyPlotBackend})
|
||
# finalizePlot(plt)
|
||
# writemime(io, $mime(), getfig(plt.o))
|
||
# end
|
||
# end
|
||
|
||
const _pyplot_mimeformats = @compat Dict(
|
||
"application/eps" => "eps",
|
||
"image/eps" => "eps",
|
||
"application/pdf" => "pdf",
|
||
"image/png" => "png",
|
||
"application/postscript" => "ps",
|
||
"image/svg+xml" => "svg"
|
||
)
|
||
|
||
|
||
for (mime, fmt) in _pyplot_mimeformats
|
||
@eval function Base.writemime(io::IO, ::MIME{symbol($mime)}, plt::AbstractPlot{PyPlotBackend})
|
||
finalizePlot(plt)
|
||
fig = getfig(plt.o)
|
||
fig.o["canvas"][:print_figure](io,
|
||
format=$fmt,
|
||
# bbox_inches = "tight",
|
||
# figsize = map(px2inch, plt.plotargs[:size]),
|
||
facecolor = fig.o["get_facecolor"](),
|
||
edgecolor = "none",
|
||
dpi = DPI
|
||
)
|
||
end
|
||
end
|
||
|
||
|
||
# function Base.writemime(io::IO, m::MIME"image/png", subplt::Subplot{PyPlotBackend})
|
||
# finalizePlot(subplt)
|
||
# writemime(io, m, getfig(subplt.o))
|
||
# end
|